<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" article-type="review-article">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Endocrinol.</journal-id>
<journal-title>Frontiers in Endocrinology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Endocrinol.</abbrev-journal-title>
<issn pub-type="epub">1664-2392</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fendo.2018.00818</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Endocrinology</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>The Benefits and Limits of Technological Advances in Glucose Management Around Physical Activity in Patients Type 1 Diabetes</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Tagougui</surname> <given-names>S&#x000E9;mah</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/640072/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Taleb</surname> <given-names>Nadine</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x02020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/638355/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Rabasa-Lhoret</surname> <given-names>R&#x000E9;mi</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Institut de Recherches Cliniques de Montr&#x000E9;al</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff2"><sup>2</sup><institution>D&#x000E9;partement de Nutrition, Facult&#x000E9; de M&#x000E9;dicine, Universit&#x000E9; de Montr&#x000E9;al</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff3"><sup>3</sup><institution>D&#x000E9;partement des Sciences Biom&#x000E9;dicales, Facult&#x000E9; de M&#x000E9;dicine, Universit&#x000E9; de Montr&#x000E9;al</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff4"><sup>4</sup><institution>Division of Endocrinology, McGill University</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<aff id="aff5"><sup>5</sup><institution>Endocrinology Division, Montreal Diabetes Research Center</institution>, <addr-line>Montreal, QC</addr-line>, <country>Canada</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Johan Henrik Jendle, &#x000D6;rebro University, Sweden</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Ibrahim Fadil Benter, Eastern Mediterranean University, Turkey; Nirav Dhanesha, The University of Iowa, United States</p></fn>
<corresp id="c001">&#x0002A;Correspondence: R&#x000E9;mi Rabasa-Lhoret <email>remi.rabasa-lhoret&#x00040;ircm.qc.ca</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Diabetes, a section of the journal Frontiers in Endocrinology</p></fn>
<fn fn-type="other" id="fn002"><p>&#x02020;These authors have contributed equally to this work</p></fn></author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>01</month>
<year>2019</year>
</pub-date>
<pub-date pub-type="collection">
<year>2018</year>
</pub-date>
<volume>9</volume>
<elocation-id>818</elocation-id>
<history>
<date date-type="received">
<day>08</day>
<month>11</month>
<year>2018</year>
</date>
<date date-type="accepted">
<day>31</day>
<month>12</month>
<year>2018</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2019 Tagougui, Taleb and Rabasa-Lhoret.</copyright-statement>
<copyright-year>2019</copyright-year>
<copyright-holder>Tagougui, Taleb and Rabasa-Lhoret</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/"><p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p></license>
</permissions>
<abstract><p>Physical activity is highly recommended for patients living with type 1 diabetes (T1D) due to its varied health benefits. Nevertheless, glucose management, during and in the hours following exercise, represents a great challenge for these patients who most often end up leading a sedentary life style. Important technological advances in insulin delivery devices and glucose monitoring are now available and continue to progress. These technologies could be used to alleviate glucose management related to physical activity in T1D. Continuous glucose monitoring (CGM) helps patients observe the trends of glycemic fluctuations when exercising and in the following night to deal pre-emptively with hypoglycemic risks and treat hypoglycemic episodes in a timely manner. Insulin pumps offer the flexibility of adjusting insulin basal rates and boluses according to patient&#x00027;s specific needs around exercise. The artificial pancreas links CGM to pump through an intelligent hormone dosing algorithm to close the loop of glucose control and has thus the potential to ease the burden of exercise in T1D. This review will examine and discuss the literature related to physical activity practice using each of these technologies. The aim is to discuss their benefits as well as their limitations and finally the additional research needed in the future to optimize their use in T1D.</p></abstract>
<kwd-group>
<kwd>type 1 diabetes</kwd>
<kwd>exercise</kwd>
<kwd>continuous subcutaneous insulin infusion</kwd>
<kwd>continuous subcutaneous glucose monitoring</kwd>
<kwd>artificial pancreas</kwd>
<kwd>single-hormone</kwd>
<kwd>dual-hormone</kwd>
<kwd>closed-loop</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="63"/>
<page-count count="11"/>
<word-count count="9591"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Regular physical activity (PA) offers many potential health benefits for individuals with type 1 diabetes (T1D) including improvements in insulin sensitivity and requirements, reduced risk of cardiovascular diseases and increased overall life expectancy (<xref ref-type="bibr" rid="B1">1</xref>). Despite these benefits, physical activity is practiced at a much lower frequency than recommended by patients with T1D (<xref ref-type="bibr" rid="B2">2</xref>) who may adopt unhealthy lifestyles worsening their cardiometabolic risk profile (<xref ref-type="bibr" rid="B3">3</xref>). The principal barrier for PA is the fear of hypoglycemia that is mainly driven by the inability to identify and/or implement effective strategies for hypoglycemia avoidance (<xref ref-type="bibr" rid="B2">2</xref>).</p>
<p>As compared to people without T1D, the inability to reduce circulating insulin during and after exercise restricts hepatic glucose production concurrently to an enhanced glucose disposal rate into skeletal muscle. Skeletal muscle plays a considerable role in maintaining homeostasis of blood glucose. It uses glucose as a source of energy during dynamic exercise, and represents the major site for insulin-stimulated glucose uptake. Glucose is transported from blood into muscle fibers by the glucose transporter-4. This process is regulated by the translocation of glucose transporters-4 to the plasma membrane and transverse tubules under insulin and exercise-stimulated conditions (<xref ref-type="bibr" rid="B4">4</xref>) (Figure <xref ref-type="fig" rid="F1">1</xref>). Because of the disparity between glucose production and utilization (e.g., combined exercise and relative hyperinsulinemic conditions), hypoglycemia can occur during and in the hours following exercise (<xref ref-type="bibr" rid="B5">5</xref>). The type, intensity, duration, and distance to meals of exercise as well as the aerobic fitness are all important factors influencing glucose homeostasis (<xref ref-type="bibr" rid="B6">6</xref>, <xref ref-type="bibr" rid="B7">7</xref>) (Figure <xref ref-type="fig" rid="F2">2</xref>). Therefore, aerobic, sprint, and resistance training can be responsible for wide variations in blood glucose responses (<xref ref-type="bibr" rid="B8">8</xref>, <xref ref-type="bibr" rid="B9">9</xref>). While low to moderate aerobic exercise usually induces progressive glucose lowering, high intensity activities can trigger significant release of counter regulatory hormones (e.g., epinephrine and glucagon) causing rapid elevations in blood glucose levels (Figure <xref ref-type="fig" rid="F2">2</xref>). Exercise duration also affects glucose control for example, extended periods of exercise results in a higher rate of glucose disposal and thus increased risk of hypoglycemia. Hormonal counter-regulatory response (e.g., catecholamines, glucagon, etc.) to different types of prolonged exercise could be highly variable inter- and intra- individuals as shown in well-controlled T1D (<xref ref-type="bibr" rid="B10">10</xref>, <xref ref-type="bibr" rid="B11">11</xref>). For very intense exercise it can trigger a short but large hepatic glucose output exceeding glucose utilization ability by other tissues resulting in transient but significant hyperglycemia (<xref ref-type="bibr" rid="B5">5</xref>) (Figure <xref ref-type="fig" rid="F2">2</xref>). Even with low intensity and realtively short duration exercise practiced during the day, an increase in insulin sensitivity can last up to 11&#x02013;16 h post-exercise which combined with glycogen store replacement can increase the risk of late-onset or nocturnal hypoglycemia (Figure <xref ref-type="fig" rid="F2">2</xref>).</p>
<fig id="F1" position="float">
<label>Figure 1</label>
<caption><p>Skeletal muscle glucose uptake during exercise. Exercise increases insulin-stimulated glucose uptake in skeletal muscle. This process is regulated by the translocation of glucose transporter-4 glucose to the plasma membrane and transverse tubules. Both exercise and insulin utilize different signaling pathways, both of which lead to the activation of glucose transport.</p></caption>
<graphic xlink:href="fendo-09-00818-g0001.tif"/>
</fig>
<fig id="F2" position="float">
<label>Figure 2</label>
<caption><p>Physiological mechanisms related to hypo and hyperglycemia &#x00026; strategies to limit exercise-induced hypo and hyperglycaemia in patients with type 1 diabete. CHO, carbohydrate; CSII, continuous subcutaneous insulin infusion; MDI, Multiple dose injection; AP, artificial pancreas.</p></caption>
<graphic xlink:href="fendo-09-00818-g0002.tif"/>
</fig>
<p>Guidelines for minimizing exercise-related hypo- and hyperglycemic risks exist but remain general (<xref ref-type="bibr" rid="B12">12</xref>). In practice, 3 main adjustments may be considered (<xref ref-type="bibr" rid="B13">13</xref>, <xref ref-type="bibr" rid="B14">14</xref>): <bold>1/</bold> carbohydrate (CHO) supplementation (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>), particularly for unanticipated exercise and for prolonged exercise; <bold>2/</bold> premeal insulin-dose reduction (<xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>) provided exercise can be anticipated and undertaken within meal bolus insulin action and for patients using continuous subcutaneous insulin infusion (CSII: pump) for both post-prandial and post-absorptive periods using temporary basal insulin reduction; <bold>3/</bold> adding high intensity sprints in intervals, or resistance training at beginning or end of exercise sessions (<xref ref-type="bibr" rid="B9">9</xref>). However, even when one or combinations of these strategies are used, the right combination for a specific exercise is complex to establish and most patients still have wide exercise-related glucose fluctuations.</p>
<p>Remarkable progress has been achieved in technologies to improve and facilitate diabetes management including insulin pumps, continuous glucose monitoring (CGM), and external artificial pancreas systems. This review aims to discuss how technological advances could be used to alleviate the burden of glucose management during exercise in patients with T1D. Each of these technologies is reviewed to examine its benefits as well as limitations around exercise.</p>
</sec>
<sec id="s2">
<title>Continuous Subcutaneous Insulin Infusion (CSII: Insulin Pumps)</title>
<p>In this section we aim to present an update of practical management strategies during exercise in patients using insulin pump therapy. The introduction in the 1980&#x00027;s of CSII therapy in the form of pump systems was an important landmark in technological advances in insulin delivery (<xref ref-type="bibr" rid="B19">19</xref>). Insulin pumps provides a flexibility in an attempt to mimic physiologic insulin delivery, infusing rapid acting insulin subcutaneously at preselected basal rates to cover a 24 h period in addition to insulin boluses at mealtimes or to correct hyperglycemia that are activated on demand by the patient (<xref ref-type="bibr" rid="B20">20</xref>).</p>
<p>New insulin pumps are small in size and endowed with many programming options that facilitate their use. Insulin pumps exist in various designs the main difference being patch or tubeless pump vs. using an external catheter. In patch pumps, a container housing the insulin ampoule attaches directly to the skin with a catheter directly under the patch and a controller communicates wirelessly with the patch pump. In contrast, with the conventional design, the pump holds the insulin reservoir and connects to the body through a tubule up to a subcutaneous insulin catheter (<xref ref-type="bibr" rid="B21">21</xref>). While for aquatic physical activity patch pump since it is waterproof and does not require disconnection, the ability to transiently disconnect the pump with offered by conventional pumps can be useful for some other activities with contact (judo, hockey, etc.).</p>
<p>CSII therapy is proven to improve glucose control in many patients with diabetes resulting in lower HbA<sub>1c</sub> levels and frequency of hypoglycemia, it is however associated with higher treatment cost and require to be continuously worn (<xref ref-type="bibr" rid="B22">22</xref>&#x02013;<xref ref-type="bibr" rid="B24">24</xref>). Furthermore, a change in basal insulin delivery rate around the time of exercise is only possible with insulin pumps; an approach that cannot be used in multiple dose insulin injections (MDI) regimens where basal insulin is injected once or twice daily at preset timings. Indeed, for physically active patients with T1D, CSII can be a preferred option to facilitate glucose regulation.</p>
<p>Mild to moderate intensity aerobic exercise is probably the most chosen type of physical activity by patients and entails a high risk of hypoglycemia as discussed above. Therefore, this type of exercise was included in most of the conducted studies that have looked up ways to reduce hypoglycemia in patients with T1D (<xref ref-type="bibr" rid="B5">5</xref>). When exercise is planned within 90&#x02013;120 min post meal, a pre-meal insulin bolus reduction that is proportional to exercise duration and intensity has been backed-up by a couple of studies and thus endorsed consensus statements (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B17">17</xref>, <xref ref-type="bibr" rid="B18">18</xref>, <xref ref-type="bibr" rid="B25">25</xref>). When an exercise session is practiced in close proximity to a meal without anticipation, which is very frequent in adolescents and children, or when a longer than expected activity occurs then the consumption of carbohydrates (CHO) is usually required (<xref ref-type="bibr" rid="B15">15</xref>, <xref ref-type="bibr" rid="B16">16</xref>). The CHO rescue could be an effective strategy to improve performance for certain patients who wish to improve their performance but could be counter-productive for those who wish to lose weight.</p>
<p>A third approach that can be applied in insulin pumps users consists of reducing temporarily basal insulin rate. Franc et al. (<xref ref-type="bibr" rid="B26">26</xref>) have tested the efficacy of reducing hypoglycemia by decreasing or stopping basal insulin rate at exercise onset. Adult patients with T1D performed 30 min of either moderate or high intensity aerobic in a post-absorptive state (&#x0003E;3 h post-meal). No hypoglycemia events (glucose &#x0003C; 3.3 mmol/l) were recorded: when basal insulin was reduced: <bold>1/</bold> by 50% or 80% during moderate exercise (50% VO<sub>2peak</sub>) or <bold>2</bold>/ by 80% or pump stopped for the intense exercise sessions (75%VO<sub>2peak</sub>). Another relevant observation from this study is that late post-exercise hypoglycemia risk was similar to rest interventions with the implementation of an 80% basal insulin reduction for moderate exercise and with pump suspension for the intense exercise (<xref ref-type="bibr" rid="B26">26</xref>). Another study conducted in an adult population with T1D looked at the effects of basal insulin suspension at exercise onset on blood glucose levels during 40-min continuous (40&#x02013;50% VO<sub>2peak</sub>) vs. circuit-based exercise. The authors reported that basal insulin suspension at the onset of exercise leads to a greater drop in glycemia during Continuous vs. Circuit-Based Exercise (<xref ref-type="bibr" rid="B27">27</xref>). Currently, studies comparing the effects of basal rate reduction during continuous exercise vs. interval exercise remain uncommon. Considering that these type of exercise have a different impact the blood glucose level in T1D patients, it will be important to test strategies to determine the optimal approach to reduce hypoglycemia during these 2 types of exercise.</p>
<p>The studies cited above (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B27">27</xref>) showed that as compared to no action, significant reduction in insulin infusion at exercise onset is generally helpful in improving time spent with blood glucose levels in target ranges during exercise, but the risk of hypoglycemia remains largely present. Thus, other studies have thereafter focused on completely suspending insulin infusion. In a pediatric study (<italic>n</italic> &#x0003D; 10), hypoglycemia episodes and the drop in glycemia during a 40&#x02013;45-min exercise sessions were similar between a pump-on vs. pump-off strategies (<xref ref-type="bibr" rid="B28">28</xref>). In 49 children and adolescents (8&#x02013;17 years old) with T1D, the DirecNet Study Group were able to bring down the risk of hypoglycemia from 43 to 16% by a pump-off design at exercise onset; 60-min aerobic exercise performed 4 h after lunch (<xref ref-type="bibr" rid="B29">29</xref>). The drawback in this study was an increased risk of post-exercise hyperglycemia.</p>
<p>Although reducing insulin basal rate at exercise onset seems could help in attenuating the hypoglycemia risk, earlier timings might be needed for a better effect. This is mostly supported by the pharmacokinetics of available rapid acting insulin analogs; suggesting that decreasing insulin rates up to 90 min prior to exercise onset might be needed to sufficiently reduce circulating insulin levels during a post-absorptive activity (<xref ref-type="bibr" rid="B26">26</xref>, <xref ref-type="bibr" rid="B30">30</xref>). Practically speaking, though, such early anticipation is not practical for a large fraction of patients. A recent study compared 3 more practical timings of 80% basal insulin reduction: 40 min, 20 min prior and at exercise onset (<xref ref-type="bibr" rid="B31">31</xref>). This study reiterated the fact that exercise-induced hypoglycemia is frequent (close to 50% of exercise sessions). Moreover, although some favorable trends were observed with the reduction at 40 min prior to exercise, hypoglycemia remained a frequent event with that timing. Similarly, McAuley et al. (<xref ref-type="bibr" rid="B32">32</xref>) reported that reducing insulin infusion by 50% 1 h prior to a 30-min exercise at moderate intensity did not reduce plasma insulin levels at exercise onset and did not fully prevent exercise-induced hypoglycemia. An earlier basal rate reduction is thus probably needed to have a more significant impact on hypoglycemic risk.</p>
<p>It should be noted that practicing physical activity does not increase the risk of hypoglycemia only during exercise but also in the following hours frequently including overnight a time at which hypoglycemia prevention, detection and treatment is harder. To mitigate post-exercise hypoglycemia, very few evidence-based data is available. We have reviewed the impact of bedtime snack on nocturnal hypoglycemic risk and highlighted the very low level of evidence of this widely recommended practice (<xref ref-type="bibr" rid="B33">33</xref>). Taplin et al. (<xref ref-type="bibr" rid="B34">34</xref>) showed that children on CSII could significantly reduce their nocturnal hypoglycemia risk by stopping insulin infusion during exercise and reducing its rate by 20% over the following night (between 21 h:00 and 03 h:00).</p>
<p>The available studies are generally of a small scale (summarized in Table <xref ref-type="table" rid="T1">1</xref>) and mostly conducted in laboratory settings, but could still help shaping some guidelines for glucose management around exercise for patients using insulin pumps. For anticipated exercise, if exercise occur during meal bolus action a reduction of this bolus proportional to exercise intensity and duration is a reasonably well-validated strategy; for exercise undertaken in the post-absorptive period in patients using CSII, the best timing and amount of insulin reduction prior to exercise onset is still a pending question. In all situations (post-meal vs. post absorptive as well as CSII vs. MDI) different timings and percentages need to be tested in different types of exercise (e.g., aerobic vs. resistance vs. interval; duration; intensity; etc.). In the case of unanticipated exercise, although insulin suspension at exercise onset seems the best solution for the time being, related studies have tackled mainly continuous moderate intensity exercise sessions. An increased risk of hyperglycemia could be speculated for intense continuous or interval exercise with pump suspension and evidence-based data is lacking. In that situation, to correct post exercise hyperglycemia, a recent study validated the efficacy and safety of a correction bolus based on usual correction factor (<xref ref-type="bibr" rid="B35">35</xref>). Finally to prevent late post-exercise hypoglycemic risk a nighttime basal rate reduction could be useful strategy.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Main continuous subcutaneous insulin infusion studies with reported exercise related conclusions.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Participants, <italic>n</italic></bold></th>
<th valign="top" align="left"><bold>Design, insulin adjustments</bold></th>
<th valign="top" align="left"><bold>Exercise description</bold></th>
<th valign="top" align="left"><bold>Study conclusion</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Franc et al. (<xref ref-type="bibr" rid="B26">26</xref>)</td>
<td valign="top" align="left">Adults, 20</td>
<td valign="top" align="left">Randomized, single-blind, single-center, crossover study:1/Moderate-intensity exercise:50% BRR at start of exercise (&#x0002B;2 h in recovery)vs.<break/>80% BRR at start of exercise (&#x0002B;2 h during recovery)2/ Intense exercise:Pump suspended during exercisevs.<break/>80% BRR</td>
<td valign="top" align="left">1/30 min aerobic cycling (50% of VO<sub>2peak</sub>) 2/30 min intense cycling (75% of VO<sub>2peak</sub>)</td>
<td valign="top" align="left">To limit the hypoglycaemic risk associated with 30 min of exercise 3 h after lunch, without CHO supplements, the best strategy seem to be to reduce BR by 80% or to stop the pump for moderate or intense exercise, or for moderate exercise 90 min after lunch, to reduce the prandial bolus (&#x0007E;50%) rather than the basal rate</td>
</tr>
<tr>
<td valign="top" align="left">McAuley et al. (<xref ref-type="bibr" rid="B32">32</xref>)</td>
<td valign="top" align="left">Adults, 14</td>
<td valign="top" align="left">Prospective, open-label, two-stage randomized crossover study:50% BRR 1 h prior exercise after single insulin BRR overnightvs.<break/>Rest condition(T1D maintained a constant BR)</td>
<td valign="top" align="left">30 min aerobic cycling (65&#x02013;70% of maximum heart rate)</td>
<td valign="top" align="left">Halving the BR 1 h prior to exercise did not significantly reduce circulating free insulin when BG is in low-normal rangeWhen BG &#x0003C; 7.0 mmol/L before exercise, consider carbohydrate snack and BR &#x0003E;50%</td>
</tr>
<tr>
<td valign="top" align="left">Zaharieva et al. (<xref ref-type="bibr" rid="B27">27</xref>)</td>
<td valign="top" align="left">Adults, 12</td>
<td valign="top" align="left">Randomized and counterbalanced study:Suspended BR during aerobic exercisevs.<break/>Suspended BR during circuit exercise</td>
<td valign="top" align="left">40 min aerobic exercise of treadmill walking (&#x0007E;50% of VO<sub>2max</sub>) 40 min circuit exercise (mean intensity &#x0007E;55% of VO<sub>2max</sub>)</td>
<td valign="top" align="left">With BR suspension, aerobic exercise is associated with a greater drop in BG compared withcircuit-based exercise</td>
</tr>
<tr>
<td valign="top" align="left">Roy-Fleming et al. (<xref ref-type="bibr" rid="B31">31</xref>)</td>
<td valign="top" align="left">Adults, 22</td>
<td valign="top" align="left">Randomized, 3-way crossover study:80% BBR 40 min before exercisevs.<break/>80% BBR, 20 min before exercisevs.<break/>BRR at the start of exercise</td>
<td valign="top" align="left">45 min submaximal cycling (&#x0007E;60% of VO<sub>2max</sub>)</td>
<td valign="top" align="left">Decreasing BR by 80% up to 40 min before exercise onset is insufficient to reduce exercise-induced hypoglycaemia.</td>
</tr>
<tr>
<td valign="top" align="left">Admon et al. (<xref ref-type="bibr" rid="B28">28</xref>)</td>
<td valign="top" align="left">Children and adolescents, 10</td>
<td valign="top" align="left">Randomized, single-blind, crossover study:Pump on (50% BRR) during exercise.vs.<break/>Pump off (Suspended BR) during exercise.</td>
<td valign="top" align="left">40&#x02013;45 min submaximal cycling (&#x0007E;60% of VO<sub>2max</sub>)</td>
<td valign="top" align="left">No difference in hypoglycemia episodes between pump on vs.<break/>pump off and no significant difference in the drop in glycemia.</td>
</tr>
<tr>
<td valign="top" align="left">DirecNet Trial group. (<xref ref-type="bibr" rid="B29">29</xref>)</td>
<td valign="top" align="left">Children and adolescents, 49</td>
<td valign="top" align="left">Randomized crossover study:Pump on (normal BR) during exercisevs.<break/>Pump off (suspended BR) during exercise.</td>
<td valign="top" align="left">Four 15-min intervals on the treadmill at a target heart rate of 140 bpm (interspersed with three 5-min rest breaks over 75 min), followed by a 45-min observation period</td>
<td valign="top" align="left">Discontinuing BR during exercise is an effective strategy for reducing hypoglycemia in children with T1D, but the risk of hyperglycemia is increased.</td>
</tr>
<tr>
<td valign="top" align="left">Taplin et al. (<xref ref-type="bibr" rid="B34">34</xref>)</td>
<td valign="top" align="left">Children and adolescents, 16</td>
<td valign="top" align="left">Randomized crossover study:Suspended BR during exercise flowed by 50% BRR for 45 min during the 3 conditions:20% basal rate reduction for 6 hvs.<break/>2.5 mg oral terbutalinevs.<break/>No treatment</td>
<td valign="top" align="left">Four 15-min intervals on the treadmill a target heart rate of 140 bpm (interspersed with three 5-min rest)</td>
<td valign="top" align="left">The authors speculate that suspending BR during exercise and reducing BR for 45 min post-exercise, reduce the frequency of afternoon hypoglycemia was well as delayed hypoglycemia during the night.<break/>BRR was safe and effective in raising post-exercise nocturnal BG nadir and in reducing hypoglycemia</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>BR, basal rate; BRR, basal rate reduction; BG, blood glucose</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Further studies are clearly warranted to guide insulin dose adjustments with CSII use. Because of the large inter- and intra-individual variability in glycemic responses to exercise, recommendations can only serve as general starting points that will need to be individualized.</p>
</sec>
<sec id="s3">
<title>Continuous Glucose Monitoring</title>
<p>With the difficulty of glucose management during and post exercise in patients with T1D due to rapidly changing levels and hypoglycemia risks, individuals must increase the frequency of glucose monitoring during exercise and the following recovery period. This can be very cumbersome and undesired by many patients, especially when based on capillary glucose measurements. However, the introduction of continuous glucose monitoring in the early 2,000 has had a great impact on facilitating glucose profiling and helping with diabetes management. With CGM, interstitial glucose is measured repeatedly (e.g., each 10 min) via a subcutaneous sensor linked to a skin applied transmitter that relays these readings wirelessly either to a matched insulin pump or to a separate receiver which can be a cell-phone. CGM provides detailed glucose profiling in contrast to the readings that are possible with capillary measurements and has proved its efficacy in improving diabetes management and reducing hypoglycemia rates (<xref ref-type="bibr" rid="B36">36</xref>&#x02013;<xref ref-type="bibr" rid="B38">38</xref>).</p>
<p>For physical activity, CGM has helped in gaining better understanding of changing glucose levels during and particularly in the hours following different types and conditions of exercise [an aspect reviewed recently by Houlder et al. (<xref ref-type="bibr" rid="B39">39</xref>).</p>
<p>One of the first reports to demonstrate the utility of CGM during exercise was an observational study conducted in 25 adolescents (8&#x02013;17 years old) during a 2-week sports camp (<xref ref-type="bibr" rid="B40">40</xref>). An algorithm of CHO consumption (8&#x02013;20 g) was followed according to CGM alerts, tendencies and rates of glucose change. Out of 22 uses of the CHO intake algorithm after CGM trend arrows indicated rapidly dropping glucose levels, only 2 hypoglycemia (3&#x02013;3.9 mmol/l) events occurred (9%). The rate of hypoglycemia was higher (38%) though when glucose was lower than 5 mmol/l at the time of the alert despite consuming 16 g CHO (<xref ref-type="bibr" rid="B40">40</xref>). A recent study has also shed the light on the efficacy of combining CGM with a decision support system (DSS) in managing diabetes (<xref ref-type="bibr" rid="B41">41</xref>). The CGM&#x0002B;DSS helped patients adjust their insulin and CHO intake through insulin bolus, exercise and automated insulin titration advice. In a cross-over design with a wash-out period, 24 adults (on CSII or insulin injections) spent 48 h at a research clinic using CGM&#x0002B;DSS vs. usual care (<xref ref-type="bibr" rid="B41">41</xref>). The protocol included 2 sessions of 45 min (three 15 min exercise with 5 min rest in between) of mild to moderate aerobic exercise. Less time was spent in hypoglycemia (&#x0003C; 3.9 mmol/l) with CGM&#x0002B;DSS during exercise (1.8 &#x000B1; 2 vs. 3.8 &#x000B1; 4.6%, <italic>p</italic> &#x0003D; 0.018). This improvement with CGM&#x0002B;DSS was observed despite significantly lower consumption of CHO before initiating and during exercise and reduced glucose variability in comparison to usual care (<xref ref-type="bibr" rid="B41">41</xref>).</p>
<p>Interestingly, patients with T1D and health professionals who attended a boot camp that included real time CGM, in-class teaching and supervised exercise sessions have identified real time CGM as the best learning tool about glucose changes during exercise (<xref ref-type="bibr" rid="B42">42</xref>). Patients reported that CGM helped improve glucose control by keeping it in target ranges during sports without needing extra capillary measurements (e.g., less fear of hypoglycemia as well as decreased intake of unnecessary CHO with CGM use) (<xref ref-type="bibr" rid="B42">42</xref>).</p>
<p>One possible limitation to CGM usage is a lower accuracy during exercise. This has been recognized in the literature and needs to be understood by patients and healthcare professionals. Among factors involved to explain this lower accuracy rapid blood glucose changes that accompany physical activity is probably a dominant factor. Such situations increase the lag time between blood and interstitial glucose values due to delay to reach equilibration between compartments (<xref ref-type="bibr" rid="B5">5</xref>). This CGM delay has been estimated to reach up to 15 min during exercise and could result in either over- or most frequently underestimation of blood glucose. For example, mean difference between CGM (Medtronic Guardian Real-Time system) and plasma glucose was 1.4 &#x000B1; 0.8 mmol/L during continuous aerobic exercise implicating an overestimation of plasma glucose (<xref ref-type="bibr" rid="B43">43</xref>). On the other hand, an underestimation of blood glucose by CGM has been reported with resistance type of exercise (<xref ref-type="bibr" rid="B44">44</xref>).</p>
<p>Most manufacturers and studies report CGM accuracy with median absolute relative difference (MARD) of CGM relative to blood glucose (capillary or venous); reflecting an average deviation from the reference in either direction. MARD of two CGM devices Dexcom G4 Platinum and Enlite in reference to plasma glucose was evaluated at rest vs. exercise (continuous and interval) (<xref ref-type="bibr" rid="B45">45</xref>). MARD was increased from 13.3 (6.1&#x02013;12.2)% at rest to 15.1 (9.4&#x02013;26.8 %; <italic>p</italic> &#x0003D; 0,02) during exercise for Dexcom and from 11.9 (7.8&#x02013;14.2)% to 14.1 (8.5&#x02013;22.7%, <italic>p</italic> &#x0003D; 0.02) for Enlite (<xref ref-type="bibr" rid="B45">45</xref>). In this cross-over trial design, no significant differences in MARD were observed between continuous vs. interval exercise that were notably matched in total energy expenditure per patient (<xref ref-type="bibr" rid="B45">45</xref>), this is in congruence with another study comparing continuous moderate intensity and high intensity interval exercise sessions (<xref ref-type="bibr" rid="B46">46</xref>). On the other hand, significant differences in accuracy by MARD during continuous vs. interval exercise was reported by another group despite comparing the two types of exercise at similar intensities (<xref ref-type="bibr" rid="B47">47</xref>). Contrasting conclusions from these reports about CGM accuracy per distinct exercise types could be related to the respective studies design and small sample size. For example, including a pre-exercise snack (slower decline in blood glucose) or hypoglycemia correction with CHO are all factors that could affect the interpretation and comparison of MARD across different studies.</p>
<p>The overall accuracy of CGM devices during exercise is lower but still remains acceptable under exercising conditions. Patients are encouraged to follow the arrow trends in their GCM devices and set their hypoglycemia alarms to higher values to anticipate events (<xref ref-type="bibr" rid="B5">5</xref>). Future research efforts should thus consider more comprehensive analysis of CGM biases over the course of different types of exercise and not only reporting average over the whole exercise session. Studies should also report clear analysis of CGM accuracy during hypoglycemic episodes (onset to reduce occurrence and following correction to reduce possible overcorrection) preferably in comparison to capillary or venous reference values. The results of such analyses could then be translated into clinical messages to help patients choose thresholds when setting their alarms to optimize the use of this option while concurrently following CGM arrow trends.</p>
<p>In summary, CGM technology eases the challenge of glucose management during and after physical activity in patients with T1D but patients need to be educated about the lower accuracy of these devices during exercise.</p>
</sec>
<sec id="s4">
<title>Artificial Pancreas Systems:</title>
<p>Further technological progress has been achieved by linking CGM to insulin pumps (<xref ref-type="bibr" rid="B48">48</xref>, <xref ref-type="bibr" rid="B49">49</xref>) including sensor-augmented pumps (SAP), low suspend and predictive-suspend pump systems. In order to reduce hypoglycemia frequency, importance and length these technologies helps patients adjust their insulin treatment based on real-time feedback from the CGM function (<xref ref-type="bibr" rid="B50">50</xref>). These systems are technological steps along the way to closing the loop of glucose control with the artificial pancreas systems targeting both hypo and hyperglycemia.</p>
<p>The artificial pancreas (AP), equally referred to as closed-loop system, constitute to date the most advanced, and promising technology for insulin delivery in T1D (<xref ref-type="bibr" rid="B51">51</xref>). Readings from CGM are communicated every few minutes to hormonal dosing algorithm which dynamically commands changes in hormonal basal rates or boluses administered by subcutaneous infusion pumps. Clinical studies investigating artificial pancreas systems are increasing exponentially. These clinical trials mainly cover research on two AP versions; single-hormone AP (SH-AP) which delivers only insulin and dual-hormone AP (DH-AP) which delivers besides insulin mini-boluses of glucagon. Two approaches govern the addition of glucagon to AP, either to allow more aggressive insulin delivery while avoiding hypoglycemia and generally aiming for lower glucoses targets or a more conservative approach which uses glucagon only after suspending insulin for low blood glucose in attempt to prevent pre-emptive hypoglycemia (<xref ref-type="bibr" rid="B51">51</xref>). Around two-thirds to one-third is the proportion of SH-AP to DH-AP in the published literature with a lot of heterogeneity in terms of design, reported parameters, types of algorithms used and patient populations tested.</p>
<p>Two recent meta-analyses have clearly shown the clinical efficacy of AP systems in comparison to conventional or sensor-augmented insulin pumps (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). Time spent with glucose levels in-target-range (most used definition is 3.9&#x02013;10 mmol/l) was increased in both analysis by means of 10&#x02013;15% which are equivalent to 2.5 and 3 additional hours in target per 24 h (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). The percentage of time spent in hypoglycemia (&#x0003C; 3.09 mmol/l) was decreased by means of 1.5&#x02013;2.5 %, equivalent to a decrease by 20 and 35 min over 24 h (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). <italic>Post-hoc</italic> analyses showed an added benefit of DH-AP with an increase by &#x0002B;8.4 and &#x0002B;8.6% in time-in-target and a further decrease by 1.9 and 1.6% over 24 h in hypoglycemia (<xref ref-type="bibr" rid="B52">52</xref>, <xref ref-type="bibr" rid="B53">53</xref>). Some of these studies included exercise in their protocol but their designs and outcomes were not primarily centered around exercise and/or did not specifically present data during exercise limiting the conclusions that can be drawn in relation to physical activity practice. For this reason, we will limit the discussions in the following sections to the clinical trials that specifically reported exercise related outcomes.</p>
<p>Clinical research in AP examining exercise span a spectrum from SH-AP studies adopting fully closed loop systems to those testing hybrid systems with required input from patients/research team to guide the algorithm. Ideally, fully closed loop AP would be the easiest especially in the case of unplanned exercise. The algorithm would then be expected to adjust insulin delivery solely based on changing glucose readings. On the other end of the spectrum, hybrid systems involve exercise announcement by the patient to the algorithm to adjust glucose target ranges (higher targets) and adopt a more cautious insulin delivery. In between the two ends, trials include addition of glucagon in DH-AP, use of exercise detectors (such as heart rate or movement) to guide the algorithm to self-adjust or combinations of these approaches.</p>
<p>The aim behind investigating these different strategies is to account for exercise-induced: 1-increases in insulin sensitivity and absorption from subcutaneous depot due to skin heat and movement, 2- delays in CGM due to rapid changes in blood glucose levels (<xref ref-type="bibr" rid="B5">5</xref>, <xref ref-type="bibr" rid="B6">6</xref>). As discussed in the previous sections, the effect on glucose of different types, duration, intensity and timing of exercise need to be taken into consideration when examining AP studies around physical activity (<xref ref-type="bibr" rid="B6">6</xref>).</p>
<p>Good overall results were observed in a study conducted with unannounced 40 min exercise performed in a postprandial state as moderate and interval sessions in children and adolescents with T1D (<xref ref-type="bibr" rid="B54">54</xref>). Median time of glucose-in-target (3.9&#x02013;10 mmol/l) was improved during exercise with SH-AP vs. standard insulin pump therapy; however, there were no differences in percentage of time in hypoglycemia ranges or in events requiring CHO replacement (<xref ref-type="bibr" rid="B54">54</xref>). In another study, unannounced exercise to SH-AP algorithm was examined during prolonged skiing activity (two sessions per day, 5 day camp) in a group of adolescents and compared to another matched group under sensor augmented pump (SAP) control (<xref ref-type="bibr" rid="B55">55</xref>). Although an overall benefit was seen with SH-AP vs. SAP per 24 h and overnight for time spent with glucose-in-target, this was not maintained during the pooled skiing sessions and the hypoglycemia events requiring CHO correction (Table <xref ref-type="table" rid="T2">2</xref>) (<xref ref-type="bibr" rid="B55">55</xref>).</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Main artificial pancreas studies with reported exercise related outcomes.</p></caption>
<table frame="hsides" rules="groups">
<thead><tr>
<th valign="top" align="left"><bold>References</bold></th>
<th valign="top" align="left"><bold>Participants, <italic>n</italic></bold></th>
<th valign="top" align="left"><bold>Design, comparators</bold></th>
<th valign="top" align="left"><bold>Exercise description</bold></th>
<th valign="top" align="left"><bold>Main outcomes</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Dovc et al. (<xref ref-type="bibr" rid="B54">54</xref>)</td>
<td valign="top" align="left">Chidren and adolescents, 20</td>
<td valign="top" align="left">Cross-over randomized SH-AP vs. CSIICSII: pump stopped during exercise and basal rate reduced by 20% for 4 h post exercise AP: exercise unannounced</td>
<td valign="top" align="left">Two exercise types of 40 min, postabsorptive Cycle ergometer Moderate 55% VO<sub>2</sub> max Interval 55%/85% VO<sub>2</sub> max</td>
<td valign="top" align="left">No difference in time spent in hypoglycemia range during exercise Better median time-in-target (3.9&#x02013;10 mmol/l) with AP for interval: 75.3 (IQR: 66.6&#x02013;92.9) % vs. 68.4 (52.1&#x02013;77.2) %, <italic>p</italic> &#x0003D; 0.02 and for moderate 80.9 (64.3&#x02013;92.2)% vs. 68.1(59.1&#x02013;83.6)%, <italic>p</italic> &#x0003D; 0.09 No difference in hypoglycemia events requiring CHO correction over the whole study period 22 h (7 AP vs. 8 CSII)</td>
</tr>
<tr>
<td valign="top" align="left">Breton et al. (<xref ref-type="bibr" rid="B55">55</xref>)</td>
<td valign="top" align="left">Adolescents, 32 (16 per group)</td>
<td valign="top" align="left">Controlled randomized SH-AP vs. SAP AP: exercise unannounced</td>
<td valign="top" align="left">5 days skiing camp Two skiing sessions/day 9 h:30 to 12h:00 13 h:00 to 16h:00</td>
<td valign="top" align="left">No difference in mean time-in-target (3.9&#x02013;10 mmol/l) between AP and SAP during skiing sessions: 63.2 &#x000B1; 31.1% vs. 62.8 &#x000B1; 31.4%, <italic>p</italic> &#x0003D; 0.60 less time spent below 3.9 mmol/l in AP: 1.4 &#x000B1; 1.6% vs. 2.3 &#x000B1; 6.4%, <italic>p</italic> &#x0003D; 0.04 No difference in hypoglycemia events or CHO requiring incidences</td>
</tr>
<tr>
<td valign="top" align="left">Patel et al. (<xref ref-type="bibr" rid="B56">56</xref>)</td>
<td valign="top" align="left">Adolescents and adults, 12</td>
<td valign="top" align="left">Cross-over randomized SH-AP vs. SH-AP &#x0002B; snack Snack: 15&#x02013;30 g CHO before and midway during exercise for PG &#x0003C; 8.3 and &#x0003E; 8.3 mmol/l respectively AP: exercise unannounced</td>
<td valign="top" align="left">Four 15 min 60&#x02013;75% of maximal heart rate, with three 5 min in between rest and 30 min recovery Treadmill ergometer</td>
<td valign="top" align="left">15 g CHO were given to 75% of participants prior to exercise and to all of them midway through exercise Hypoglycemia events requiring CHO were 3 in AP vs. 0 in AP&#x0002B;snack Mean PG at end of session was 10 &#x000B1; 0.5 vs. 6.1 &#x000B1; 0.9 mmol/l in AP&#x0002B;snack vs. AP, <italic>p</italic> &#x0003D; 0.004</td>
</tr>
<tr>
<td valign="top" align="left">Jacobs et al. (<xref ref-type="bibr" rid="B57">57</xref>)</td>
<td valign="top" align="left">Adults, 21</td>
<td valign="top" align="left">Cross-over randomized DH-AP with adjustments vs. DH-AP without adjustments vs. SAP(with allowed adjustment per patient) Adjustment description at start of exercise: Insulin suspended for 30 min then reduced by 50% for 1 hr Glucagon doubled for 90 min AP: exercise announced at start</td>
<td valign="top" align="left">45 min exercise at 60% of maximal heart rate 2 h post breakfast Treadmill ergometer</td>
<td valign="top" align="left">Mean time in hypoglycemia (&#x0003C; 3.9 mmol/L) was 0.3 (95%CI: &#x02212;0.1%,0.7)% with adjustment, 3.1 (0.8&#x02013;5.3)% with no adjustment and 0.8 (0.1&#x02013;1.4)% with SAP, adjustment vs. no adjustment <italic>p</italic> &#x0003D; 0.001, adjustment vs. AP <italic>p</italic> &#x0003D; 0.16 No difference for time spent in target among the three trial arms</td>
</tr>
<tr>
<td valign="top" align="left">Taleb et al. (<xref ref-type="bibr" rid="B58">58</xref>)</td>
<td valign="top" align="left">Adults, 17</td>
<td valign="top" align="left">Cross-over, randomized, 4 arms SH-AP vs. DH-AP during continuous and interval exercise AP: exercise announced 20 min prior to start</td>
<td valign="top" align="left">60 min exercise, postabsorptive continuous session: 60% VO<sub>2</sub> max Interval session: 2 min interval alternating 50%/85% Cycle ergometer</td>
<td valign="top" align="left">Benefit of DH-AP vs. SH-AP seen with both types of exercise, more glucagon used during continuous than interval For pooled exercise sessions, DH-AP vs. SH-AP: median time PG in target was 100 (IQR: 100&#x02013;100)% vs. 71.4 (53.2&#x02013;100)%, <italic>p</italic> &#x0003D; 0.003 and in hypoglycemia (&#x0003C; 3.9 mmol/l) was 0% vs. 11 (0&#x02013;46.7)%, <italic>p</italic> &#x0003D; 0.0001 3 vs. 15 hypoglycemia events corrected with CHO in DH-ap vs. SH-AP</td>
</tr>
<tr>
<td valign="top" align="left">Breton at al. (<xref ref-type="bibr" rid="B59">59</xref>)</td>
<td valign="top" align="left">Adults, 12</td>
<td valign="top" align="left">Cross-over, randomized, 2 arms SH-AP&#x0002B;heart rate vs. SH-AP AP: exercise detected</td>
<td valign="top" align="left">mild intensity exercise reaching 9&#x02013;10 on exhaustion borg scale Postprandial Cycle ergometer</td>
<td valign="top" align="left">less glucose decline in SH-AP with heart rate at &#x02212;0.3 vs. &#x02212;1.6 mmol/l, <italic>p</italic> &#x0003D; 0.02 less hypoglycemia events with heart monitoring but not significant (0 vs. 2)</td>
</tr>
<tr>
<td valign="top" align="left">Jacobs et al. (<xref ref-type="bibr" rid="B60">60</xref>)</td>
<td valign="top" align="left">Adolescents, 18</td>
<td valign="top" align="left">Cross-over, randomized, 2 arms SH-AP&#x0002B;heart rate vs. SH-AP AP: exercise detected</td>
<td valign="top" align="left">45 min exercise, postabsorptive Three 15 min episodes of exercise with HR reaching 140 beats/min separated with 5 min rest Cycle ergometer</td>
<td valign="top" align="left">Mean time spent in hypoglycemia (&#x0003C; 3.9 mmol/l) was 0.5 &#x000B1; 2.1 % in SH-AP&#x0002B;HR. vs. SH-AP 7.4 &#x000B1; 12% (<italic>p</italic> &#x0003D; 0.03) No difference in hypoglycemia events which were overall low in both arms</td>
</tr>
<tr>
<td valign="top" align="left">Castle et al. (<xref ref-type="bibr" rid="B61">61</xref>)</td>
<td valign="top" align="left">Adults, 20</td>
<td valign="top" align="left">Cross-over, randomized, 4 arms DH-AP, SH-AP, Predictive low glucose suspend and Current care (pre-exercise insulin adjustments were allowed)Both DH-AP and DH-AP had exercise detection algorithms with inputs from heart rate and accelerometer (ZephyrLife BioPatch) AP: exercise detected then confirmed to algorithm</td>
<td valign="top" align="left">45 min exercise 2 h post lunch at 60% of VO<sub>2</sub> max performed on days 1 and 4 in research lab while the rest was free living at home</td>
<td valign="top" align="left">Time in hypoglycemia (&#x0003C; 3.9 mmol/l) during exercise was lowest with DH-AP 3.4 &#x000B1; 4.5 % vs. 8.3 &#x000B1; 12.6% with SH-AP (<italic>P</italic> &#x0003D; 0.009) vs.7.6% &#x000B1; 8.0% with predictive low glucose suspend (<italic>P</italic> &#x0003C; 0.001) vs. 4.3 &#x000B1; 6.8% with current care (<italic>P</italic> &#x0003D; 0.49), (<italic>p</italic>-values are DH-AP against the other arms) lower hypoglycemia events requiring CHO correction was seen with DH-AP over the 4 day period</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>DH-AP, dual-hormone artificial pancreas; SH-AP, single-hormone artificial pancreas; CSII, continuous subcutaneous insulin infusion; SAP, sensor-augmented pump, CHO, carbohydrates</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>With unannounced exercise to SH-AP, adding a snack (15 or 30 g CHO for PG &#x0003C; 8.3 mmol/l and &#x0003E; 8.3 mmol/l, respectively) prior and midway through moderate intensity aerobic exercise could prevent drops in plasma glucose and hypoglycemia requiring correction (0 in AP with snack vs. 3 in AP without snack) (<xref ref-type="bibr" rid="B56">56</xref>). Authors in this study did not report percentages of time-in-target, hypo- or hyperglycemia, but around half of the participants ended up with plasma glucose between 10 and 13 mmol/l in SH-AP&#x0002B;snack. These results support the use of a simple snacking strategy to avoid exercise-induced lowering of PG while on AP (<xref ref-type="bibr" rid="B56">56</xref>). However, snack consumption may be undesired given the increased prevalence of the metabolic syndrome in patients with T1D who frequently practice exercise with in weight loss or maintenance objectives (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Other strategies to improve AP performance around physical activity consisted of examining the effect of glucagon addition through DH-AP systems and exercise announcement to the algorithm. Jacobs et al. tested if announcing physical activity to their DH-AP algorithm by adjusting its insulin and glucagon dosing at the start of a 45 min aerobic moderate intensity exercise could improve glucose management in the following hours (<xref ref-type="bibr" rid="B57">57</xref>). Insulin was suspended for 30 min and reduced by 50% for the following 60 min while glucagon was doubled for 90 min from start of exercise (<xref ref-type="bibr" rid="B57">57</xref>). Less time was spent in hypoglycemia with adjustment to DH-AP by 2.8% vs. no adjustment (<italic>p</italic> &#x0003D; 0.001) and no difference vs. sensor augmented pump (<italic>p</italic> &#x0003D; 0.16). The authors observed a similar time spent with glucose-in-target between the three arms (<xref ref-type="bibr" rid="B57">57</xref>).</p>
<p>Another head-to-head SH-AP to DH-AP comparison in which insulin dosing algorithm is similar in order to specifically investigate the additional benefit of glucagon incorporation in AP during exercise (<xref ref-type="bibr" rid="B58">58</xref>). Two types of exercise sessions consisting of 60 min of continuous and interval exercise were performed in the postprandial state under both SH-AP and DH-AP on 4 separate visits (<xref ref-type="bibr" rid="B58">58</xref>). Exercise was announced 20 min prior to its start which resulted in changing the target glucose level from 5.3 to 8.3 mmol/l till the end of the 60 min session. Overall, with DH-AP, median time spent with glucose-in-target was increased by 28.6% (<italic>p</italic> &#x0003D; 0.003) and time in hypoglycemia (PG &#x0003C; 3.9 mmol/l) was decreased by 11% (<italic>p</italic> &#x0003D; 0.0001) in comparison to SH-AP. The number of hypoglycemia events requiring CHO treatment were also reduced (3 in DH-AP vs. 15 in SH-AP), all showing an added benefit of glucagon in AP during exercise (<xref ref-type="bibr" rid="B58">58</xref>).</p>
<p>An alternative to directly announcing exercise sessions to an AP algorithm was sought by some groups using exercise detectors such as heart rate monitors or accelerometers. The idea behind exercise detection and indirect announcement is to relieve patients from active inputs especially during unplanned and unknown activity intensities. Such systems would be particularly interesting to investigate in youngsters whose activity level is often unpredictable making them at high risk for both hypo- and hyperglycemia. Breton et al. were among the first to study the feasibility of adding heart rate monitoring to a SH-AP in 12 adults performing mild 30 min exercise sessions (exhaustion at 9&#x02013;10 on Borg scale) (<xref ref-type="bibr" rid="B59">59</xref>). Whenever the heart rate exceeded 125% of its resting value, the algorithm was informed manually which would result in less aggressive insulin delivery and modification of hypoglycemia risk (<xref ref-type="bibr" rid="B59">59</xref>). A significant decrease in glucose decline during exercise was noticed when adding HR monitoring (&#x02212;0.3 vs. &#x02212;1.6 mmol/l, <italic>p</italic> &#x0003D; 0.02), but only a mild non-significant effect was observed in terms of hypoglycemia events (<xref ref-type="bibr" rid="B59">59</xref>). Similar results were observed by Jacobs et al. with their SH-AP with a heart rate monitor connected via blue tooth which informed the algorithm of exercise of physical activity when heart rate exceeded 125% of resting levels (<xref ref-type="bibr" rid="B60">60</xref>). This triggered a change in glucose target from 6.2 to 7.8 mmol/l and subsequent insulin delivery by the algorithm. A decrease in time spent in hypoglycemia (&#x0003C; 3.9 mmol/l) was significantly reduced with heart rate signal integration to SH-AP 0.5 &#x000B1; 2.1% vs. 7.4 &#x000B1; 12.5% (<italic>p</italic> &#x0003D; 0.028) without an effect on the incidence of hypoglycemic events which was however low in both arms (<xref ref-type="bibr" rid="B60">60</xref>).</p>
<p>A combination of different strategies was also tested. Recently, an interesting study was performed in adults comparing DH-AP and SH-AP that adapt to exercise using wearable sensors with predictive low glucose suspend and current care during and after exercise (<xref ref-type="bibr" rid="B61">61</xref>). Both AP systems had an integrated algorithm for exercise detection that receives input from heart rate monitor and accelerometer (the ZephyrLife BioPatch). Once exercise was detected, the participant was asked by the algorithm to confirm it and the changes to insulin and glucagon were similar to what is described above for the study by Jacobs et al. (<xref ref-type="bibr" rid="B57">57</xref>). Additionally the DH-AP was adaptive with adjustments to glucagon delivery at earlier timings and higher glucose levels on subsequent days 2&#x02013;4 in comparison to day 1. Day 1 and 4 were partly spent at research clinic and the rest at home, formal 45 min exercise sessions 2 h post lunch were performed at 60% VO<sub>2max</sub> during clinic stay (day 1 and day 4) (<xref ref-type="bibr" rid="B61">61</xref>). The lowest time spent in hypoglycemia (&#x0003C; 3.9 mmol/l) during exercise till next meal was with DH-AP 3.4 &#x000B1; 4.5 vs. 8.3 &#x000B1; 12.6% with SH-AP (<italic>p</italic> &#x0003D; 0.009) vs. 7.6 &#x000B1; 8.0% with predictive low glucose suspend pump (<italic>p</italic> &#x0003C; 0.001) vs. 4.3 &#x000B1; 6.8% during usual care (<italic>p</italic> &#x0003D; 0.49) (<xref ref-type="bibr" rid="B61">61</xref>). Number of hypoglycemia events requiring CHO consumption was also lowest with DH-AP over the whole study period with a mean of 0.8 &#x000B1; 0.7 treatments per day vs. 1.7 &#x000B1; 1.4 with SH-AP (<italic>p</italic> &#x0003D; 0.004), 1.3 &#x000B1; 1.3 with the predictive low glucose suspend pump (<italic>p</italic> &#x0003D; 0.065), and 1.5 &#x000B1; 1.2 with usual care (<italic>p</italic> &#x0003D; 0.10) (<xref ref-type="bibr" rid="B61">61</xref>).</p>
<p>The AP studies that specifically tackled glucose control in relation to exercise are still heterogeneous, small in size and do not cover all exercise scenarios (Table <xref ref-type="table" rid="T2">2</xref> summarizes the discussed trials). Most to date cover moderate intensity exercise performed in the post-absorptive state (Table <xref ref-type="table" rid="T2">2</xref>). Nevertheless, they highlight the positive impact of artificial pancreas systems around exercise. AP is still an emerging technology and many future trials at large scale and in outpatient settings are needed in general and around exercise in particular.</p>
<p>Directly announcing exercise seems to still be needed for optimized results but the timing of the announcement from the start of exercise maybe an area to explore in future studies particularly for postprandial exercise when meal insulin boluses are active. Exercise detection by sensors is an interesting avenue particularly for children and adolescents living with T1D but adds the burden of wearing additional devices necessitating active research efforts in the future to develop small sensors integrated to the artificial pancreas itself.</p>
<p>Glucagon clearly shows an added benefit but the complexity of adding an additional chamber and material needs to be weighed against the additional hypoglycemia benefit. Therefore, future research trails should be designed to carefully identify patients who are most in need of glucagon and show high rates of exercise-induced hypoglycemia. While SH-AP currently reach the market in various countries, DH-AP are not expected to be commercialized in the near future since stable glucagon formulations are not yet available for use but promising research is underway. Clinical trials with DH-AP may still be conducted with the commercially available glucagon used for severe hypoglycemia treatment but needs to be reconstituted every 24 h (<xref ref-type="bibr" rid="B62">62</xref>). Meanwhile, another pressing aspect is proving the safety profile of chronic glucagon use in its different formulations or analogs given its multisystemic effects in humans (<xref ref-type="bibr" rid="B63">63</xref>).</p>
</sec>
<sec sec-type="conclusions" id="s5">
<title>Conclusions</title>
<p>Technological advances have endowed individuals with T1D with important tools to help them better manage their blood glucose during exercise mainly allowing more secure conditions with reduced hypoglycemia risks. Some limitations to the different technologies have been detailed in this review and future research areas that need to be explored have been highlighted as well. The hope is that optimizing the use of these different technologies during exercise will encourage the majority of patients with T1D to regularly engage in physical activity.</p>
</sec>
<sec id="s6">
<title>Author Contributions</title>
<p>ST, NT, and RR-L conceived the study design and content. ST and NT drafted the manuscript which was critically reviewed by RR-L.</p>
<sec>
<title>Conflict of Interest Statement</title>
<p>RR-L has the following to declare: RR-L has the following to declare: Research grants from Astra-Zeneca, E Lilly, Merck, NIH, Novo-Nordisk, Sanofi-Aventis; Consulting/advisory pannel with Abbott, Amgen, Astra-Zeneca, Boehringer, Carlina Technology, Eli Lilly, Janssen, Medtronic, Merck, Neomed, Novo-Nordisk, Roche, Sanofi-Aventis; Honoraria for conferences received from Abbott, Astra-Zeneca, Boehringer, E Lilly, Janssen, Medtronic, Merck, Novo-Nordisk, Sanofi-Aventis; consumable gift (in Kind) from Abbott, Animas, Medtronic, Roche; unrestricted grants for clinical and educational activities from Eli Lilly, Lifescan, Medtronic, Merck, Novo Nordisk, Sanofi; patent for T2DM risk biomarkers, catheter life &#x00026; artificial pancreas; Purchase fees related to artificial pancreas from Eli Lilly. The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</sec>
</body>
<back>
<ack><p>ST is supported by a fellowship grant from SFD (Soci&#x000E9;t&#x000E9; Francophone du Diab&#x000E8;te) and FRM (Fondation de Recherche M&#x000E9;dicale). NT is recipient of scholarship of CIHR (Canadian Institutes of Health Research) and FRSQ (Fonds de Recherche Sant&#x000E9; Qu&#x000E9;bec) scholarships. RR-L is holding the J-A DeS&#x000E8;ve diabetes research chair, a Diabetes Canada program grant (DI-5-17-5282-RR) and a NIH grant for artificial pancreas research that all supported this work.</p>
</ack>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chimen</surname> <given-names>M</given-names></name> <name><surname>Kennedy</surname> <given-names>A</given-names></name> <name><surname>Nirantharakumar</surname> <given-names>K</given-names></name> <name><surname>Pang</surname> <given-names>TT</given-names></name> <name><surname>Andrews</surname> <given-names>R</given-names></name> <name><surname>Narendran</surname> <given-names>P</given-names></name></person-group>. <article-title>What are the health benefits of physical activity in type 1 diabetes mellitus? A literature review</article-title>. <source>Diabetologia</source> (<year>2012</year>) <volume>55</volume>:<fpage>542</fpage>&#x02013;<lpage>51</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-011-2403-2</pub-id><pub-id pub-id-type="pmid">22189486</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Brazeau</surname> <given-names>A-S</given-names></name> <name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name> <name><surname>Strychar</surname> <given-names>I</given-names></name> <name><surname>Mircescu</surname> <given-names>H</given-names></name></person-group>. <article-title>Barriers to physical activity among patients with type 1 diabetes</article-title>. <source>Diabetes Care</source> (<year>2008</year>) <volume>31</volume>:<fpage>2108</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.2337/dc08-0720</pub-id><pub-id pub-id-type="pmid">18689694</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Leroux</surname> <given-names>C</given-names></name> <name><surname>Brazeau</surname> <given-names>A-S</given-names></name> <name><surname>Gingras</surname> <given-names>V</given-names></name> <name><surname>Desjardins</surname> <given-names>K</given-names></name> <name><surname>Strychar</surname> <given-names>I</given-names></name> <name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name></person-group>. <article-title>Lifestyle and cardiometabolic risk in adults with type 1 diabetes: a review</article-title>. <source>Can J Diabetes</source> (<year>2014</year>) <volume>38</volume>:<fpage>62</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcjd.2013.08.268</pub-id><pub-id pub-id-type="pmid">24485215</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Younk</surname> <given-names>LM</given-names></name> <name><surname>Mikeladze</surname> <given-names>M</given-names></name> <name><surname>Tate</surname> <given-names>D</given-names></name> <name><surname>Davis</surname> <given-names>SN</given-names></name></person-group>. <article-title>Exercise-related hypoglycemia in diabetes mellitus</article-title>. <source>Expert Rev Endocrinol Metab</source>. (<year>2011</year>) <volume>6</volume>:<fpage>93</fpage>&#x02013;<lpage>108</lpage>. <pub-id pub-id-type="doi">10.1586/eem.10.78</pub-id><pub-id pub-id-type="pmid">21339838</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riddell</surname> <given-names>MC</given-names></name> <name><surname>Gallen</surname> <given-names>IW</given-names></name> <name><surname>Smart</surname> <given-names>CE</given-names></name> <name><surname>Taplin</surname> <given-names>CE</given-names></name> <name><surname>Adolfsson</surname> <given-names>P</given-names></name> <name><surname>Lumb</surname> <given-names>AN</given-names></name> <etal/></person-group>. <article-title>Exercise management in type 1 diabetes: a consensus statement</article-title>. <source>Lancet Diabetes Endocrinol</source>. (<year>2017</year>) <volume>5</volume>:<fpage>377</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1016/S2213-8587(17)30014-1</pub-id><pub-id pub-id-type="pmid">28126459</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riddell</surname> <given-names>MC</given-names></name> <name><surname>Zaharieva</surname> <given-names>DP</given-names></name> <name><surname>Yavelberg</surname> <given-names>L</given-names></name> <name><surname>Cinar</surname> <given-names>A</given-names></name> <name><surname>Jamnik</surname> <given-names>VK</given-names></name></person-group>. <article-title>Exercise and the development of the artificial pancreas: one of the more difficult series of hurdles</article-title>. <source>J Diabetes Sci Technol</source>. (<year>2015</year>) <volume>9</volume>:<fpage>1217</fpage>&#x02013;<lpage>26</lpage>. <pub-id pub-id-type="doi">10.1177/1932296815609370</pub-id><pub-id pub-id-type="pmid">26428933</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taleb</surname> <given-names>N</given-names></name> <name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name></person-group>. <article-title>Can somatostatin antagonism prevent hypoglycaemia during exercise in type 1 diabetes?</article-title> <source>Diabetologia</source> (<year>2016</year>) <volume>59</volume>:<fpage>1632</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-016-3978-4</pub-id><pub-id pub-id-type="pmid">27153841</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yardley</surname> <given-names>J</given-names></name> <name><surname>Mollard</surname> <given-names>R</given-names></name> <name><surname>MacIntosh</surname> <given-names>A</given-names></name> <name><surname>MacMillan</surname> <given-names>F</given-names></name> <name><surname>Wicklow</surname> <given-names>B</given-names></name> <name><surname>Berard</surname> <given-names>L</given-names></name> <etal/></person-group>. <article-title>Vigorous intensity exercise for glycemic control in patients with type 1 diabetes</article-title>. <source>Can J Diabetes</source> (<year>2013</year>) <volume>37</volume>:<fpage>427</fpage>&#x02013;<lpage>32</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcjd.2013.08.269</pub-id><pub-id pub-id-type="pmid">24321725</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yardley</surname> <given-names>JE</given-names></name> <name><surname>Colberg</surname> <given-names>SR</given-names></name></person-group>. <article-title>Update on management of type 1 diabetes and type 2 diabetes in athletes</article-title>. <source>Curr Sports Med Rep</source>. (<year>2017</year>) <volume>16</volume>:<fpage>38</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1249/JSR.0000000000000327</pub-id><pub-id pub-id-type="pmid">28067740</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Turner</surname> <given-names>D</given-names></name> <name><surname>Luzio</surname> <given-names>S</given-names></name> <name><surname>Gray</surname> <given-names>BJ</given-names></name> <name><surname>Dunseath</surname> <given-names>G</given-names></name> <name><surname>Rees</surname> <given-names>ED</given-names></name> <name><surname>Kilduff</surname> <given-names>LP</given-names></name> <etal/></person-group>. <article-title>Impact of single and multiple sets of resistance exercise in type 1 diabetes</article-title>. <source>Scand J Med Sci Sports</source> (<year>2015</year>) <volume>25</volume>:<fpage>e99</fpage>&#x02013;<lpage>109</lpage>. <pub-id pub-id-type="doi">10.1111/sms.12202</pub-id><pub-id pub-id-type="pmid">24646137</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Koivisto</surname> <given-names>VA</given-names></name> <name><surname>Sane</surname> <given-names>T</given-names></name> <name><surname>Fyhrquist</surname> <given-names>F</given-names></name> <name><surname>Pelkonen</surname> <given-names>R</given-names></name></person-group>. <article-title>Fuel and fluid homeostasis during long-term exercise in healthy subjects and type I diabetic patients</article-title>. <source>Diabetes Care</source> (<year>1992</year>) <volume>15</volume>:<fpage>1736</fpage>&#x02013;<lpage>41</lpage>. <pub-id pub-id-type="pmid">1468310</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>American</surname> <given-names>Diabetes Association</given-names></name></person-group>. <article-title>Physical activity/exercise and diabetes</article-title>. <source>Diabetes Care</source> (<year>2004</year>) <volume>27</volume>(<supplement>Suppl. 1</supplement>):<fpage>S58</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.2337/dc06-9910</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kemmer</surname> <given-names>FW</given-names></name></person-group>. <article-title>Prevention of hypoglycemia during exercise in type I diabetes</article-title>. <source>Diabetes Care</source> (<year>1992</year>) <volume>15</volume>:<fpage>1732</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="pmid">1468309</pub-id></citation></ref>
<ref id="B14">
<label>14.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Grimm</surname> <given-names>JJ</given-names></name> <name><surname>Ybarra</surname> <given-names>J</given-names></name> <name><surname>Bern&#x000E9;</surname> <given-names>C</given-names></name> <name><surname>Muchnick</surname> <given-names>S</given-names></name> <name><surname>Golay</surname> <given-names>A</given-names></name></person-group>. <article-title>A new table for prevention of hypoglycaemia during physical activity in type 1 diabetic patients</article-title>. <source>Diabetes Metab</source> (<year>2004</year>) <volume>30</volume>:<fpage>465</fpage>&#x02013;<lpage>70</lpage>. <pub-id pub-id-type="pmid">15671916</pub-id></citation></ref>
<ref id="B15">
<label>15.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riddell</surname> <given-names>MC</given-names></name> <name><surname>Bar-Or</surname> <given-names>O</given-names></name> <name><surname>Ayub</surname> <given-names>BV</given-names></name> <name><surname>Calvert</surname> <given-names>RE</given-names></name> <name><surname>Heigenhauser</surname> <given-names>GJ</given-names></name></person-group>. <article-title>Glucose ingestion matched with total carbohydrate utilization attenuates hypoglycemia during exercise in adolescents with IDDM</article-title>. <source>Int J Sport Nutr</source>. (<year>1999</year>) <volume>9</volume>:<fpage>24</fpage>&#x02013;<lpage>34</lpage>. <pub-id pub-id-type="pmid">10036339</pub-id></citation></ref>
<ref id="B16">
<label>16.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Francescato</surname> <given-names>MP</given-names></name> <name><surname>Geat</surname> <given-names>M</given-names></name> <name><surname>Accardo</surname> <given-names>A</given-names></name> <name><surname>Blokar</surname> <given-names>M</given-names></name> <name><surname>Cattin</surname> <given-names>L</given-names></name> <name><surname>Noacco</surname> <given-names>C</given-names></name></person-group>. <article-title>Exercise and glycemic imbalances: a situation-specific estimate of glucose supplement</article-title>. <source>Med Sci Sports Exerc</source>. (<year>2011</year>) <volume>43</volume>:<fpage>2</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1249/MSS.0b013e3181e6d6a1</pub-id><pub-id pub-id-type="pmid">20473219</pub-id></citation></ref>
<ref id="B17">
<label>17.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mauvais-Jarvis</surname> <given-names>F</given-names></name> <name><surname>Sobngwi</surname> <given-names>E</given-names></name> <name><surname>Porcher</surname> <given-names>R</given-names></name> <name><surname>Garnier</surname> <given-names>JP</given-names></name> <name><surname>Vexiau</surname> <given-names>P</given-names></name> <name><surname>Duvallet</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Glucose response to intense aerobic exercise in type 1 diabetes: maintenance of near euglycemia despite a drastic decrease in insulin dose</article-title>. <source>Diabetes Care</source> (<year>2003</year>) <volume>26</volume>:<fpage>1316</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2337/diacare.26.4.1316</pub-id><pub-id pub-id-type="pmid">12663620</pub-id></citation></ref>
<ref id="B18">
<label>18.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name> <name><surname>Bourque</surname> <given-names>J</given-names></name> <name><surname>Ducros</surname> <given-names>F</given-names></name> <name><surname>Chiasson</surname> <given-names>JL</given-names></name></person-group>. <article-title>Guidelines for premeal insulin dose reduction for postprandial exercise of different intensities and durations in type 1 diabetic subjects treated intensively with a basal-bolus insulin regimen (ultralente-lispro)</article-title>. <source>Diabetes Care</source> (<year>2001</year>) <volume>24</volume>:<fpage>625</fpage>&#x02013;<lpage>30</lpage>. <pub-id pub-id-type="doi">10.2337/diacare.24.4.625</pub-id><pub-id pub-id-type="pmid">11315820</pub-id></citation></ref>
<ref id="B19">
<label>19.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Lenhard</surname> <given-names>MJ</given-names></name> <name><surname>Reeves</surname> <given-names>GD</given-names></name></person-group>. <article-title>Continuous subcutaneous insulin infusion: a comprehensive review of insulin pump therapy</article-title>. <source>Arch Intern Med</source>. (<year>2001</year>) <volume>161</volume>:<fpage>2293</fpage>&#x02013;<lpage>300</lpage>. <pub-id pub-id-type="doi">10.1001/archinte.161.19.2293</pub-id><pub-id pub-id-type="pmid">11606144</pub-id></citation></ref>
<ref id="B20">
<label>20.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pickup</surname> <given-names>J</given-names></name> <name><surname>Keen</surname> <given-names>H</given-names></name></person-group>. <article-title>Continuous subcutaneous insulin infusion at 25 years: evidence base for the expanding use of insulin pump therapy in type 1 diabetes</article-title>. <source>Diabetes Care</source> (<year>2002</year>) <volume>25</volume>:<fpage>593</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.2337/diacare.25.3.593</pub-id><pub-id pub-id-type="pmid">11874953</pub-id></citation></ref>
<ref id="B21">
<label>21.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thabit</surname> <given-names>H</given-names></name> <name><surname>Hovorka</surname> <given-names>R</given-names></name></person-group>. <article-title>Continuous subcutaneous insulin infusion therapy and multiple daily insulin injections in type 1 diabetes mellitus: a comparative overview and future horizons</article-title>. <source>Expert Opin Drug Deliv</source>. (<year>2016</year>) <volume>13</volume>:<fpage>389</fpage>&#x02013;<lpage>400</lpage>. <pub-id pub-id-type="doi">10.1517/17425247.2016.1115013</pub-id><pub-id pub-id-type="pmid">26618219</pub-id></citation></ref>
<ref id="B22">
<label>22.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Misso</surname> <given-names>ML</given-names></name> <name><surname>Egberts</surname> <given-names>KJ</given-names></name> <name><surname>Page</surname> <given-names>M</given-names></name> <name><surname>O&#x00027;Connor</surname> <given-names>D</given-names></name> <name><surname>Shaw</surname> <given-names>J</given-names></name></person-group>. <article-title>Continuous subcutaneous insulin infusion (CSII) versus multiple insulin injections for type 1 diabetes mellitus</article-title>. <source>Cochr Database Syst Rev</source>. (<year>2010</year>) 1:CD005103. <pub-id pub-id-type="doi">10.1002/14651858.CD005103.pub2</pub-id><pub-id pub-id-type="pmid">20091571</pub-id></citation></ref>
<ref id="B23">
<label>23.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Pickup</surname> <given-names>JC</given-names></name></person-group>. <article-title>Insulin-pump therapy for type 1 diabetes mellitus</article-title>. <source>N Engl J Med</source>. (<year>2012</year>) <volume>366</volume>:<fpage>1616</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMct1113948</pub-id><pub-id pub-id-type="pmid">22533577</pub-id></citation></ref>
<ref id="B24">
<label>24.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reznik</surname> <given-names>Y</given-names></name> <name><surname>Cohen</surname> <given-names>O</given-names></name> <name><surname>Aronson</surname> <given-names>R</given-names></name> <name><surname>Conget</surname> <given-names>I</given-names></name> <name><surname>Runzis</surname> <given-names>S</given-names></name> <name><surname>Castaneda</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Insulin pump treatment compared with multiple daily injections for treatment of type 2 diabetes (OpT2mise): a randomised open-label controlled trial</article-title>. <source>Lancet</source> (<year>2014</year>) <volume>384</volume>:<fpage>1265</fpage>&#x02013;<lpage>72</lpage>. <pub-id pub-id-type="doi">10.1016/S0140-6736(14)61037-0</pub-id><pub-id pub-id-type="pmid">24998009</pub-id></citation></ref>
<ref id="B25">
<label>25.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Campbell</surname> <given-names>MD</given-names></name> <name><surname>Walker</surname> <given-names>M</given-names></name> <name><surname>Trenell</surname> <given-names>MI</given-names></name> <name><surname>Jakovljevic</surname> <given-names>DG</given-names></name> <name><surname>Stevenson</surname> <given-names>EJ</given-names></name> <name><surname>Bracken</surname> <given-names>RM</given-names></name> <etal/></person-group>. <article-title>Large pre- and postexercise rapid-acting insulin reductions preserve glycemia and prevent early- but not late-onset hypoglycemia in patients with type 1 diabetes</article-title>. <source>Diabetes Care</source> (<year>2013</year>) <volume>36</volume>:<fpage>2217</fpage>&#x02013;<lpage>24</lpage>. <pub-id pub-id-type="doi">10.2337/dc12-2467</pub-id></citation></ref>
<ref id="B26">
<label>26.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Franc</surname> <given-names>S</given-names></name> <name><surname>Daoudi</surname> <given-names>A</given-names></name> <name><surname>Pochat</surname> <given-names>A</given-names></name> <name><surname>Petit</surname> <given-names>M-H</given-names></name> <name><surname>Randazzo</surname> <given-names>C</given-names></name> <name><surname>Petit</surname> <given-names>C</given-names></name> <etal/></person-group>. <article-title>Insulin-based strategies to prevent hypoglycaemia during and after exercise in adult patients with type 1 diabetes on pump therapy: the DIABRASPORT randomized study</article-title>. <source>Diabetes Obes Metab</source>. (<year>2015</year>) <volume>17</volume>:<fpage>1150</fpage>&#x02013;<lpage>57</lpage>. <pub-id pub-id-type="doi">10.1111/dom.12552</pub-id><pub-id pub-id-type="pmid">26264812</pub-id></citation></ref>
<ref id="B27">
<label>27.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Zaharieva</surname> <given-names>D</given-names></name> <name><surname>Yavelberg</surname> <given-names>L</given-names></name> <name><surname>Jamnik</surname> <given-names>V</given-names></name> <name><surname>Cinar</surname> <given-names>A</given-names></name> <name><surname>Turksoy</surname> <given-names>K</given-names></name> <name><surname>Riddell</surname> <given-names>MC</given-names></name></person-group>. <article-title>The effects of basal insulin suspension at the start of exercise on blood glucose levels during continuous versus circuit-based exercise in individuals with type 1 diabetes on continuous subcutaneous insulin infusion</article-title>. <source>Diabetes Technol Ther</source>. (<year>2017</year>) <volume>19</volume>:<fpage>370</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2017.0010</pub-id><pub-id pub-id-type="pmid">28613947</pub-id></citation></ref>
<ref id="B28">
<label>28.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Admon</surname> <given-names>G</given-names></name> <name><surname>Weinstein</surname> <given-names>Y</given-names></name> <name><surname>Falk</surname> <given-names>B</given-names></name> <name><surname>Weintrob</surname> <given-names>N</given-names></name> <name><surname>Benzaquen</surname> <given-names>H</given-names></name> <name><surname>Ofan</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Exercise with and without an insulin pump among children and adolescents with type 1 diabetes mellitus</article-title>. <source>Pediatrics</source> (<year>2005</year>) <volume>116</volume>:<fpage>e348</fpage>&#x02013;<lpage>55</lpage>. <pub-id pub-id-type="doi">10.1542/peds.2004-2428</pub-id><pub-id pub-id-type="pmid">16140677</pub-id></citation></ref>
<ref id="B29">
<label>29.</label>
<citation citation-type="journal"><person-group person-group-type="author"><collab>Diabetes Research in Children Network (DirecNet) Study Group</collab> <name><surname>Tsalikian</surname> <given-names>E</given-names></name> <name><surname>Kollman</surname> <given-names>C</given-names></name> <name><surname>Tamborlane</surname> <given-names>WB</given-names></name> <name><surname>Beck</surname> <given-names>RW</given-names></name> <name><surname>Fiallo-Scharer</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Prevention of hypoglycemia during exercise in children with type 1 diabetes by suspending basal insulin</article-title>. <source>Diabetes Care</source> (<year>2006</year>) <volume>29</volume>:<fpage>2200</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.2337/dc06-0495</pub-id><pub-id pub-id-type="pmid">17003293</pub-id></citation></ref>
<ref id="B30">
<label>30.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Heinemann</surname> <given-names>L</given-names></name> <name><surname>Nosek</surname> <given-names>L</given-names></name> <name><surname>Kapitza</surname> <given-names>C</given-names></name> <name><surname>Schweitzer</surname> <given-names>M-A</given-names></name> <name><surname>Krinelke</surname> <given-names>L</given-names></name></person-group>. <article-title>Changes in basal insulin infusion rates with subcutaneous insulin infusion: time until a change in metabolic effect is induced in patients with type 1 diabetes</article-title>. <source>Diabetes Care</source> (<year>2009</year>) <volume>32</volume>:<fpage>1437</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.2337/dc09-0595</pub-id><pub-id pub-id-type="pmid">19487635</pub-id></citation></ref>
<ref id="B31">
<label>31.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roy-Fleming</surname> <given-names>A</given-names></name> <name><surname>Taleb</surname> <given-names>N</given-names></name> <name><surname>Messier</surname> <given-names>V</given-names></name> <name><surname>Supp&#x000E8;re</surname> <given-names>C</given-names></name> <name><surname>Cameli</surname> <given-names>C</given-names></name> <name><surname>Elbekri</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Timing of insulin basal rate reduction to reduce hypoglycemia during late post-prandial exercise in adults with type 1 diabetes using insulin pump therapy: a randomized crossover trial</article-title>. <source>Diabetes Metab</source>. (<year>2018</year>). <pub-id pub-id-type="doi">10.1016/j.diabet.2018.08.002</pub-id><pub-id pub-id-type="pmid">30165156</pub-id> [Epub ahead of print].</citation></ref>
<ref id="B32">
<label>32.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>McAuley</surname> <given-names>SA</given-names></name> <name><surname>Horsburgh</surname> <given-names>JC</given-names></name> <name><surname>Ward</surname> <given-names>GM</given-names></name> <name><surname>Gerche</surname> <given-names>AL</given-names></name> <name><surname>Gooley</surname> <given-names>JL</given-names></name> <name><surname>Jenkins</surname> <given-names>AJ</given-names></name> <etal/></person-group>. <article-title>Insulin pump basal adjustment for exercise in type 1 diabetes: a randomised crossover study</article-title>. <source>Diabetologia</source> (<year>2016</year>) <volume>59</volume>:<fpage>1636</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-016-3981-9</pub-id><pub-id pub-id-type="pmid">27168135</pub-id></citation></ref>
<ref id="B33">
<label>33.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Desjardins</surname> <given-names>K</given-names></name> <name><surname>Brazeau</surname> <given-names>A-S</given-names></name> <name><surname>Strychar</surname> <given-names>I</given-names></name> <name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name></person-group>. <article-title>Are bedtime nutritional strategies effective in preventing nocturnal hypoglycaemia in patients with type 1 diabetes?</article-title> <source>Diabetes Obes Metab</source>. (<year>2014</year>) <volume>16</volume>:<fpage>577</fpage>&#x02013;<lpage>87</lpage>. <pub-id pub-id-type="doi">10.1111/dom.12232</pub-id><pub-id pub-id-type="pmid">24320159</pub-id></citation></ref>
<ref id="B34">
<label>34.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taplin</surname> <given-names>CE</given-names></name> <name><surname>Cobry</surname> <given-names>E</given-names></name> <name><surname>Messer</surname> <given-names>L</given-names></name> <name><surname>McFann</surname> <given-names>K</given-names></name> <name><surname>Chase</surname> <given-names>HP</given-names></name> <name><surname>Fiallo-Scharer</surname> <given-names>R</given-names></name></person-group>. <article-title>Preventing post-exercise nocturnal hypoglycemia in children with type 1 diabetes</article-title>. <source>J Pediatr</source>. (<year>2010</year>) <volume>157</volume>:<fpage>784</fpage>&#x02013;<lpage>8.e1</lpage>. <pub-id pub-id-type="doi">10.1016/j.jpeds.2010.06.004</pub-id><pub-id pub-id-type="pmid">20650471</pub-id></citation></ref>
<ref id="B35">
<label>35.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Aronson</surname> <given-names>R</given-names></name> <name><surname>Brown</surname> <given-names>RE</given-names></name> <name><surname>Li</surname> <given-names>A</given-names></name> <name><surname>Riddell</surname> <given-names>MC</given-names></name></person-group>. <article-title>Optimal insulin correction factor in post-high-intensity exercise hyperglycemia in adults with type 1 diabetes: the FIT study</article-title>. <source>Diabetes Care</source> (<year>2018</year>). <pub-id pub-id-type="doi">10.2337/dc18-1475</pub-id><pub-id pub-id-type="pmid">30455336</pub-id>. [Epub ahead of print].</citation></ref>
<ref id="B36">
<label>36.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gandhi</surname> <given-names>GY</given-names></name> <name><surname>Kovalaske</surname> <given-names>M</given-names></name> <name><surname>Kudva</surname> <given-names>Y</given-names></name> <name><surname>Walsh</surname> <given-names>K</given-names></name> <name><surname>Elamin</surname> <given-names>MB</given-names></name> <name><surname>Beers</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Efficacy of continuous glucose monitoring in improving glycemic control and reducing hypoglycemia: a systematic review and meta-analysis of randomized trials</article-title>. <source>J Diabetes Sci Technol</source>. (<year>2011</year>) <volume>5</volume>:<fpage>952</fpage>&#x02013;<lpage>65</lpage>. <pub-id pub-id-type="doi">10.1177/193229681100500419</pub-id><pub-id pub-id-type="pmid">21880239</pub-id></citation></ref>
<ref id="B37">
<label>37.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Tumminia</surname> <given-names>A</given-names></name> <name><surname>Crimi</surname> <given-names>S</given-names></name> <name><surname>Sciacca</surname> <given-names>L</given-names></name> <name><surname>Buscema</surname> <given-names>M</given-names></name> <name><surname>Frittitta</surname> <given-names>L</given-names></name> <name><surname>Squatrito</surname> <given-names>S</given-names></name> <etal/></person-group>. <article-title>Efficacy of real-time continuous glucose monitoring on glycaemic control and glucose variability in type 1 diabetic patients treated with either insulin pumps or multiple insulin injection therapy: a randomized controlled crossover trial</article-title>. <source>Diabetes Metab Res Rev</source>. (<year>2015</year>) <volume>31</volume>:<fpage>61</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1002/dmrr.2557</pub-id><pub-id pub-id-type="pmid">24816997</pub-id></citation></ref>
<ref id="B38">
<label>38.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Reddy</surname> <given-names>M</given-names></name> <name><surname>Jugnee</surname> <given-names>N</given-names></name> <name><surname>El</surname> <given-names>Laboudi A</given-names></name> <name><surname>Spanudakis</surname> <given-names>E</given-names></name> <name><surname>Anantharaja</surname> <given-names>S</given-names></name> <name><surname>Oliver</surname> <given-names>N</given-names></name></person-group>. <article-title>A randomized controlled pilot study of continuous glucose monitoring and flash glucose monitoring in people with Type 1 diabetes and impaired awareness of hypoglycaemia</article-title>. <source>Diabet Med</source>. (<year>2018</year>) <volume>35</volume>:<fpage>483</fpage>&#x02013;<lpage>90</lpage>. <pub-id pub-id-type="doi">10.1111/dme.13561</pub-id><pub-id pub-id-type="pmid">29230878</pub-id></citation></ref>
<ref id="B39">
<label>39.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Houlder</surname> <given-names>SK</given-names></name> <name><surname>Yardley</surname> <given-names>JE</given-names></name></person-group>. <article-title>Continuous glucose monitoring and exercise in type 1 diabetes: past, present and future</article-title>. <source>Biosensors</source> (<year>2018</year>) <volume>8</volume>:<fpage>E73</fpage>. <pub-id pub-id-type="doi">10.3390/bios8030073</pub-id><pub-id pub-id-type="pmid">30081478</pub-id></citation></ref>
<ref id="B40">
<label>40.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Riddell</surname> <given-names>MC</given-names></name> <name><surname>Milliken</surname> <given-names>J</given-names></name></person-group>. <article-title>Preventing exercise-induced hypoglycemia in type 1 diabetes using real-time continuous glucose monitoring and a new carbohydrate intake algorithm: an observational field study</article-title>. <source>Diabetes Technol Ther</source>. (<year>2011</year>) <volume>13</volume>:<fpage>819</fpage>&#x02013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2011.0052</pub-id><pub-id pub-id-type="pmid">21599515</pub-id></citation></ref>
<ref id="B41">
<label>41.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Breton</surname> <given-names>MD</given-names></name> <name><surname>Patek</surname> <given-names>SD</given-names></name> <name><surname>Lv</surname> <given-names>D</given-names></name> <name><surname>Schertz</surname> <given-names>E</given-names></name> <name><surname>Robic</surname> <given-names>J</given-names></name> <name><surname>Pinnata</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Continuous glucose monitoring and insulin informed advisory system with automated titration and dosing of insulin reduces glucose variability in type 1 diabetes mellitus</article-title>. <source>Diabetes Technol Ther</source>. (<year>2018</year>) <volume>20</volume>:<fpage>531</fpage>&#x02013;<lpage>40</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2018.0079</pub-id><pub-id pub-id-type="pmid">29979618</pub-id></citation></ref>
<ref id="B42">
<label>42.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dyck</surname> <given-names>RA</given-names></name> <name><surname>Kleinman</surname> <given-names>NJ</given-names></name> <name><surname>Funk</surname> <given-names>DR</given-names></name> <name><surname>Yeung</surname> <given-names>RO</given-names></name> <name><surname>Senior</surname> <given-names>P</given-names></name> <name><surname>Yardley</surname> <given-names>JE</given-names></name></person-group>. <article-title>We can work (It) out together: type 1 diabetes boot camp for adult patients and providers improves exercise self-efficacy</article-title>. <source>Can J Diabetes</source> (<year>2018</year>) <volume>42</volume>:<fpage>619</fpage>&#x02013;<lpage>25</lpage>. <pub-id pub-id-type="doi">10.1016/j.jcjd.2018.02.006</pub-id><pub-id pub-id-type="pmid">29909966</pub-id></citation></ref>
<ref id="B43">
<label>43.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Radermecker</surname> <given-names>R-P</given-names></name> <name><surname>Fayolle</surname> <given-names>C</given-names></name> <name><surname>Brun</surname> <given-names>J-F</given-names></name> <name><surname>Bringer</surname> <given-names>J</given-names></name> <name><surname>Renard</surname> <given-names>E</given-names></name></person-group>. <article-title>Accuracy assessment of online glucose monitoring by a subcutaneous enzymatic glucose sensor during exercise in patients with type 1 diabetes treated by continuous subcutaneous insulin infusion</article-title>. <source>Diabetes Metab</source>. (<year>2013</year>) <volume>39</volume>:<fpage>258</fpage>&#x02013;<lpage>62</lpage>. <pub-id pub-id-type="doi">10.1016/j.diabet.2012.12.004</pub-id><pub-id pub-id-type="pmid">23522730</pub-id></citation></ref>
<ref id="B44">
<label>44.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Yardley</surname> <given-names>JE</given-names></name> <name><surname>Sigal</surname> <given-names>RJ</given-names></name> <name><surname>Kenny</surname> <given-names>GP</given-names></name> <name><surname>Riddell</surname> <given-names>MC</given-names></name> <name><surname>Lovblom</surname> <given-names>LE</given-names></name> <name><surname>Perkins</surname> <given-names>BA</given-names></name></person-group>. <article-title>Point accuracy of interstitial continuous glucose monitoring during exercise in type 1 diabetes</article-title>. <source>Diabetes Technol Ther</source>. (<year>2013</year>) <volume>15</volume>:<fpage>46</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2012.0182</pub-id><pub-id pub-id-type="pmid">23137050</pub-id></citation></ref>
<ref id="B45">
<label>45.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taleb</surname> <given-names>N</given-names></name> <name><surname>Emami</surname> <given-names>A</given-names></name> <name><surname>Suppere</surname> <given-names>C</given-names></name> <name><surname>Messier</surname> <given-names>V</given-names></name> <name><surname>Legault</surname> <given-names>L</given-names></name> <name><surname>Chiasson</surname> <given-names>J-L</given-names></name> <etal/></person-group>. <article-title>Comparison of two continuous glucose monitoring systems, dexcom G4 platinum and medtronic paradigm veo enlite system, at rest and during exercise</article-title>. <source>Diabetes Technol Ther</source>. (<year>2016</year>) <volume>18</volume>:<fpage>561</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2015.0394</pub-id><pub-id pub-id-type="pmid">27356172</pub-id></citation></ref>
<ref id="B46">
<label>46.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bally</surname> <given-names>L</given-names></name> <name><surname>Zueger</surname> <given-names>T</given-names></name> <name><surname>Pasi</surname> <given-names>N</given-names></name> <name><surname>Carlos</surname> <given-names>C</given-names></name> <name><surname>Paganini</surname> <given-names>D</given-names></name> <name><surname>Stettler</surname> <given-names>C</given-names></name></person-group>. <article-title>Accuracy of continuous glucose monitoring during differing exercise conditions</article-title>. <source>Diabetes Res Clin Pract</source>. (<year>2016</year>) <volume>112</volume>:<fpage>1</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1016/j.diabres.2015.11.012</pub-id><pub-id pub-id-type="pmid">26739116</pub-id></citation></ref>
<ref id="B47">
<label>47.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Moser</surname> <given-names>O</given-names></name> <name><surname>Mader</surname> <given-names>JK</given-names></name> <name><surname>Tschakert</surname> <given-names>G</given-names></name> <name><surname>Mueller</surname> <given-names>A</given-names></name> <name><surname>Groeschl</surname> <given-names>W</given-names></name> <name><surname>Pieber</surname> <given-names>TR</given-names></name> <etal/></person-group>. <article-title>Accuracy of continuous glucose monitoring (CGM) during continuous and high-intensity interval exercise in patients with type 1 diabetes mellitus</article-title>. <source>Nutrients</source> (<year>2016</year>) <volume>8</volume>:<fpage>E489</fpage>. <pub-id pub-id-type="doi">10.3390/nu8080489</pub-id><pub-id pub-id-type="pmid">27517956</pub-id></citation></ref>
<ref id="B48">
<label>48.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kowalski</surname> <given-names>A</given-names></name></person-group>. <article-title>Pathway to artificial pancreas systems revisited: moving downstream</article-title>. <source>Diabetes Care</source> (<year>2015</year>) <volume>38</volume>:<fpage>1036</fpage>&#x02013;<lpage>43</lpage>. <pub-id pub-id-type="doi">10.2337/dc15-0364</pub-id><pub-id pub-id-type="pmid">25998296</pub-id></citation></ref>
<ref id="B49">
<label>49.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>&#x00160;oupal</surname> <given-names>J</given-names></name> <name><surname>Petru&#x0017D;elkov&#x000E1;</surname> <given-names>L</given-names></name> <name><surname>Fleka&#x0010D;</surname> <given-names>M</given-names></name> <name><surname>Pelcl</surname> <given-names>T</given-names></name> <name><surname>Matoulek</surname> <given-names>M</given-names></name> <name><surname>Dankov&#x000E1;</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Comparison of different treatment modalities for type 1 diabetes, including sensor-augmented insulin regimens, in 52 weeks of follow-up: a COMISAIR study</article-title>. <source>Diabetes Technol Ther</source>. (<year>2016</year>) <volume>18</volume>:<fpage>532</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2016.0171</pub-id><pub-id pub-id-type="pmid">27482825</pub-id></citation></ref>
<ref id="B50">
<label>50.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bergenstal</surname> <given-names>RM</given-names></name> <name><surname>Welsh</surname> <given-names>JB</given-names></name> <name><surname>Shin</surname> <given-names>JJ</given-names></name></person-group>. <article-title>Threshold insulin-pump interruption to reduce hypoglycemia</article-title>. <source>N Engl J Med</source>. (<year>2013</year>) <volume>369</volume>:<fpage>1473</fpage>&#x02013;<lpage>4</lpage>. <pub-id pub-id-type="doi">10.1056/NEJMc1310365</pub-id><pub-id pub-id-type="pmid">24106952</pub-id></citation></ref>
<ref id="B51">
<label>51.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Thabit</surname> <given-names>H</given-names></name> <name><surname>Hovorka</surname> <given-names>R</given-names></name></person-group>. <article-title>Coming of age: the artificial pancreas for type 1 diabetes</article-title>. <source>Diabetologia</source> (<year>2016</year>) <volume>59</volume>:<fpage>1795</fpage>&#x02013;<lpage>805</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-016-4022-4</pub-id><pub-id pub-id-type="pmid">27364997</pub-id></citation></ref>
<ref id="B52">
<label>52.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Bekiari</surname> <given-names>E</given-names></name> <name><surname>Kitsios</surname> <given-names>K</given-names></name> <name><surname>Thabit</surname> <given-names>H</given-names></name> <name><surname>Tauschmann</surname> <given-names>M</given-names></name> <name><surname>Athanasiadou</surname> <given-names>E</given-names></name> <name><surname>Karagiannis</surname> <given-names>T</given-names></name> <etal/></person-group>. <article-title>Artificial pancreas treatment for outpatients with type 1 diabetes: systematic review and meta-analysis</article-title>. <source>BMJ</source> (<year>2018</year>) <volume>361</volume>:<fpage>k1310</fpage>. <pub-id pub-id-type="doi">10.1136/bmj.k1310</pub-id><pub-id pub-id-type="pmid">29669716</pub-id></citation></ref>
<ref id="B53">
<label>53.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Weisman</surname> <given-names>A</given-names></name> <name><surname>Bai</surname> <given-names>J-W</given-names></name> <name><surname>Cardinez</surname> <given-names>M</given-names></name> <name><surname>Kramer</surname> <given-names>CK</given-names></name> <name><surname>Perkins</surname> <given-names>BA</given-names></name></person-group>. <article-title>Effect of artificial pancreas systems on glycaemic control in patients with type 1 diabetes: a systematic review and meta-analysis of outpatient randomised controlled trials</article-title>. <source>Lancet Diabetes Endocrinol</source>. (<year>2017</year>) <volume>5</volume>:<fpage>501</fpage>&#x02013;<lpage>12</lpage>. <pub-id pub-id-type="doi">10.1016/S2213-8587(17)30167-5</pub-id><pub-id pub-id-type="pmid">28533136</pub-id></citation></ref>
<ref id="B54">
<label>54.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Dovc</surname> <given-names>K</given-names></name> <name><surname>Macedoni</surname> <given-names>M</given-names></name> <name><surname>Bratina</surname> <given-names>N</given-names></name> <name><surname>Lepej</surname> <given-names>D</given-names></name> <name><surname>Nimri</surname> <given-names>R</given-names></name> <name><surname>Atlas</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Closed-loop glucose control in young people with type 1 diabetes during and after unannounced physical activity: a randomised controlled crossover trial</article-title>. <source>Diabetologia</source> (<year>2017</year>) <volume>60</volume>:<fpage>2157</fpage>&#x02013;<lpage>67</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-017-4395-z</pub-id><pub-id pub-id-type="pmid">28840263</pub-id></citation></ref>
<ref id="B55">
<label>55.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Breton</surname> <given-names>MD</given-names></name> <name><surname>Cher&#x000F1;avvsky</surname> <given-names>DR</given-names></name> <name><surname>Forlenza</surname> <given-names>GP</given-names></name> <name><surname>DeBoer</surname> <given-names>MD</given-names></name> <name><surname>Robic</surname> <given-names>J</given-names></name> <name><surname>Wadwa</surname> <given-names>RP</given-names></name> <etal/></person-group>. <article-title>Closed-loop control during intense prolonged outdoor exercise in adolescents with type 1 diabetes: the artificial pancreas Ski study</article-title>. <source>Diabetes Care</source> (<year>2017</year>) <volume>40</volume>:<fpage>1644</fpage>&#x02013;<lpage>50</lpage>. <pub-id pub-id-type="doi">10.2337/dc17-0883</pub-id><pub-id pub-id-type="pmid">28855239</pub-id></citation></ref>
<ref id="B56">
<label>56.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Patel</surname> <given-names>NS</given-names></name> <name><surname>Van</surname> <given-names>Name MA</given-names></name> <name><surname>Cengiz</surname> <given-names>E</given-names></name> <name><surname>Carria</surname> <given-names>LR</given-names></name> <name><surname>Tichy</surname> <given-names>EM</given-names></name> <name><surname>Weyman</surname> <given-names>K</given-names></name> <etal/></person-group>. <article-title>Mitigating reductions in glucose during exercise on closed-loop insulin delivery: the ex-snacks study</article-title>. <source>Diabetes Technol Ther</source>. (<year>2016</year>) <volume>18</volume>:<fpage>794</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2016.0311</pub-id><pub-id pub-id-type="pmid">27996320</pub-id></citation></ref>
<ref id="B57">
<label>57.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jacobs</surname> <given-names>PG</given-names></name> <name><surname>El</surname> <given-names>Youssef J</given-names></name> <name><surname>Reddy</surname> <given-names>R</given-names></name> <name><surname>Resalat</surname> <given-names>N</given-names></name> <name><surname>Branigan</surname> <given-names>D</given-names></name> <name><surname>Condon</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Randomized trial of a dual-hormone artificial pancreas with dosing adjustment during exercise compared with no adjustment and sensor-augmented pump therapy</article-title>. <source>Diabetes Obes Metab</source>. (<year>2016</year>) <volume>18</volume>:<fpage>1110</fpage>&#x02013;<lpage>9</lpage>. <pub-id pub-id-type="doi">10.1111/dom.12707</pub-id><pub-id pub-id-type="pmid">27333970</pub-id></citation></ref>
<ref id="B58">
<label>58.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taleb</surname> <given-names>N</given-names></name> <name><surname>Emami</surname> <given-names>A</given-names></name> <name><surname>Suppere</surname> <given-names>C</given-names></name> <name><surname>Messier</surname> <given-names>V</given-names></name> <name><surname>Legault</surname> <given-names>L</given-names></name> <name><surname>Ladouceur</surname> <given-names>M</given-names></name> <etal/></person-group>. <article-title>Efficacy of single-hormone and dual-hormone artificial pancreas during continuous and interval exercise in adult patients with type 1 diabetes: randomised controlled crossover trial</article-title>. <source>Diabetologia</source> (<year>2016</year>) <volume>59</volume>:<fpage>2561</fpage>&#x02013;<lpage>71</lpage>. <pub-id pub-id-type="doi">10.1007/s00125-016-4107-0</pub-id><pub-id pub-id-type="pmid">27704167</pub-id></citation></ref>
<ref id="B59">
<label>59.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Breton</surname> <given-names>MD</given-names></name> <name><surname>Brown</surname> <given-names>SA</given-names></name> <name><surname>Karvetski</surname> <given-names>CH</given-names></name> <name><surname>Kollar</surname> <given-names>L</given-names></name> <name><surname>Topchyan</surname> <given-names>KA</given-names></name> <name><surname>Anderson</surname> <given-names>SM</given-names></name> <etal/></person-group>. <article-title>Adding heart rate signal to a control-to-range artificial pancreas system improves the protection against hypoglycemia during exercise in type 1 diabetes</article-title>. <source>Diabetes Technol Ther</source>. (<year>2014</year>) <volume>16</volume>:<fpage>506</fpage>&#x02013;<lpage>11</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2013.0333</pub-id><pub-id pub-id-type="pmid">24702135</pub-id></citation></ref>
<ref id="B60">
<label>60.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Jacobs</surname> <given-names>PG</given-names></name> <name><surname>Resalat</surname> <given-names>N</given-names></name> <name><surname>El</surname> <given-names>Youssef J</given-names></name> <name><surname>Reddy</surname> <given-names>R</given-names></name> <name><surname>Branigan</surname> <given-names>D</given-names></name> <name><surname>Preiser</surname> <given-names>N</given-names></name> <etal/></person-group>. <article-title>Incorporating an exercise detection, grading, and hormone dosing algorithm into the artificial pancreas using accelerometry and heart rate</article-title>. <source>J Diabetes Sci Technol</source>. (<year>2015</year>) <volume>9</volume>:<fpage>1175</fpage>&#x02013;<lpage>84</lpage>. <pub-id pub-id-type="doi">10.1177/1932296815609371</pub-id><pub-id pub-id-type="pmid">26438720</pub-id></citation></ref>
<ref id="B61">
<label>61.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Castle</surname> <given-names>JR</given-names></name> <name><surname>El</surname> <given-names>Youssef J</given-names></name> <name><surname>Wilson</surname> <given-names>LM</given-names></name> <name><surname>Reddy</surname> <given-names>R</given-names></name> <name><surname>Resalat</surname> <given-names>N</given-names></name> <name><surname>Branigan</surname> <given-names>D</given-names></name> <etal/></person-group>. <article-title>Randomized outpatient trial of single- and dual-hormone closed-loop systems that adapt to exercise using wearable sensors</article-title>. <source>Diabetes Care</source> (<year>2018</year>) <volume>41</volume>:<fpage>1471</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.2337/dc18-0228</pub-id><pub-id pub-id-type="pmid">29752345</pub-id></citation></ref>
<ref id="B62">
<label>62.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taleb</surname> <given-names>N</given-names></name> <name><surname>Coriati</surname> <given-names>A</given-names></name> <name><surname>Khazzaka</surname> <given-names>C</given-names></name> <name><surname>Bayonne</surname> <given-names>J</given-names></name> <name><surname>Messier</surname> <given-names>V</given-names></name> <name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name></person-group>. <article-title>Stability of commercially available glucagon formulation for dual-hormone artificial pancreas clinical use</article-title>. <source>Diabetes Technol Ther</source>. (<year>2017</year>) <volume>19</volume>:<fpage>589</fpage>&#x02013;<lpage>94</lpage>. <pub-id pub-id-type="doi">10.1089/dia.2017.0204</pub-id><pub-id pub-id-type="pmid">28846447</pub-id></citation></ref>
<ref id="B63">
<label>63.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Taleb</surname> <given-names>N</given-names></name> <name><surname>Haidar</surname> <given-names>A</given-names></name> <name><surname>Messier</surname> <given-names>V</given-names></name> <name><surname>Gingras</surname> <given-names>V</given-names></name> <name><surname>Legault</surname> <given-names>L</given-names></name> <name><surname>Rabasa-Lhoret</surname> <given-names>R</given-names></name></person-group>. <article-title>Glucagon in artificial pancreas systems: potential benefits and safety profile of future chronic use</article-title>. <source>Diabetes Obes Metab</source>. (<year>2017</year>) <volume>19</volume>:<fpage>13</fpage>&#x02013;<lpage>23</lpage>. <pub-id pub-id-type="doi">10.1111/dom.12789</pub-id><pub-id pub-id-type="pmid">27629286</pub-id></citation>
</ref>
</ref-list>
</back>
</article>