<?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="brief-report">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Pediatr.</journal-id>
<journal-title>Frontiers in Pediatrics</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Pediatr.</abbrev-journal-title>
<issn pub-type="epub">2296-2360</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fped.2020.00145</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Pediatrics</subject>
<subj-group>
<subject>Brief Research Report</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title><italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic> Mutations and <italic>GNAS</italic> Methylation Changes Are Not a Common Cause of Isolated Early-Onset Severe Obesity Among Finnish Children</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Loid</surname> <given-names>Petra</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="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/849465/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Pekkinen</surname> <given-names>Minna</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>
</contrib>
<contrib contrib-type="author">
<name><surname>Reyes</surname> <given-names>Monica</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Mustila</surname> <given-names>Taina</given-names></name>
<xref ref-type="aff" rid="aff5"><sup>5</sup></xref>
<xref ref-type="aff" rid="aff6"><sup>6</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Viljakainen</surname> <given-names>Heli</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="aff" rid="aff7"><sup>7</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/904596/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>J&#x000FC;ppner</surname> <given-names>Harald</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>M&#x000E4;kitie</surname> <given-names>Outi</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="aff8"><sup>8</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/535471/overview"/>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Children&#x00027;s Hospital, University of Helsinki and Helsinki University Hospital</institution>, <addr-line>Helsinki</addr-line>, <country>Finland</country></aff>
<aff id="aff2"><sup>2</sup><institution>Folkh&#x000E4;lsan Research Center, Genetics Research Program</institution>, <addr-line>Helsinki</addr-line>, <country>Finland</country></aff>
<aff id="aff3"><sup>3</sup><institution>Research Program for Clinical and Molecular Metabolism, Faculty of Medicine, University of Helsinki</institution>, <addr-line>Helsinki</addr-line>, <country>Finland</country></aff>
<aff id="aff4"><sup>4</sup><institution>Endocrine Unit and Pediatric Nephrology Unit, Massachusetts General Hospital and Harvard Medical School</institution>, <addr-line>Boston, MA</addr-line>, <country>United States</country></aff>
<aff id="aff5"><sup>5</sup><institution>Department of Pediatrics, Sein&#x000E4;joki Central Hospital</institution>, <addr-line>Sein&#x000E4;joki</addr-line>, <country>Finland</country></aff>
<aff id="aff6"><sup>6</sup><institution>City of Turku, Welfare Division, Preventive Healthcare</institution>, <addr-line>Turku</addr-line>, <country>Finland</country></aff>
<aff id="aff7"><sup>7</sup><institution>The Department of Food and Nutrition, University of Helsinki</institution>, <addr-line>Helsinki</addr-line>, <country>Finland</country></aff>
<aff id="aff8"><sup>8</sup><institution>Department of Molecular Medicine and Surgery, Karolinska Institutet, and Department of Clinical Genetics, Karolinska University Hospital</institution>, <addr-line>Stockholm</addr-line>, <country>Sweden</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Tsutomu Ogata, Hamamatsu University School of Medicine, Japan</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Keisuke Nagasaki, Niigata University, Japan; George Paltoglou, National and Kapodistrian University of Athens, Greece</p></fn>
<corresp id="c001">&#x0002A;Correspondence: Petra Loid <email>petra.loid&#x00040;helsinki.fi</email></corresp>
<fn fn-type="other" id="fn001"><p>This article was submitted to Pediatric Endocrinology, a section of the journal Frontiers in Pediatrics</p></fn></author-notes>
<pub-date pub-type="epub">
<day>07</day>
<month>04</month>
<year>2020</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>8</volume>
<elocation-id>145</elocation-id>
<history>
<date date-type="received">
<day>14</day>
<month>01</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>13</day>
<month>03</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2020 Loid, Pekkinen, Reyes, Mustila, Viljakainen, J&#x000FC;ppner and M&#x000E4;kitie.</copyright-statement>
<copyright-year>2020</copyright-year>
<copyright-holder>Loid, Pekkinen, Reyes, Mustila, Viljakainen, J&#x000FC;ppner and M&#x000E4;kitie</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><bold>Context:</bold> Pseudohypoparathyroidism type Ia (PHP1A) is caused by inactivating mutations involving <italic>GNAS</italic> exons 1&#x02013;13, encoding the alpha-subunit of the stimulatory G protein (Gs&#x003B1;). Particularly PHP1A, but also other disorders involving the Gs&#x003B1;-cAMP-signaling pathway, have been associated with early-onset obesity. Thus, patients with mutations in the genes encoding PDE4D and PRKAR1A can also be obese. Furthermore, epigenetic <italic>GNAS</italic> changes, as in pseudohypoparathyroidism type Ib (PHP1B), can lead to excessive weight.</p>
<p><bold>Objective:</bold> Search for genetic variants in <italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic> and for methylation alterations at the <italic>GNAS</italic> locus in Finnish subjects with isolated severe obesity before age 10 years.</p>
<p><bold>Methods:</bold> Next generation sequencing to identify pathogenic variants in the coding exons of <italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic>; Multiplex Ligation-dependent Probe Amplification (MLPA) and methylation-sensitive MLPA (MS-MLPA) to search for deletions in <italic>GNAS</italic> and <italic>STX16</italic>, and for epigenetic changes at the four differentially methylated regions (DMR) within <italic>GNAS</italic>.</p>
<p><bold>Results:</bold> Among the 88 subjects (median age 13.8 years, median body mass index Z-score &#x0002B;3.9), we identified one rare heterozygous missense variant of uncertain significance in the XL exon of <italic>GNAS</italic> in a single patient. We did not identify clearly pathogenic variants in <italic>PDE4D</italic> and <italic>PRKAR1A</italic>, and no <italic>GNAS</italic> methylation changes were detected by MS-MLPA.</p>
<p><bold>Conclusions:</bold> Our results suggest that coding <italic>GNAS</italic> mutations or methylation changes at the <italic>GNAS</italic> DMRs, or coding mutations in <italic>PDE4D</italic> and <italic>PRKAR1A</italic> are not common causes of isolated childhood obesity in Finland.</p></abstract>
<kwd-group>
<kwd><italic>GNAS</italic></kwd>
<kwd>G protein-cAMP-signaling</kwd>
<kwd>childhood-onset obesity</kwd>
<kwd>pseudohypoparathyroidism</kwd>
<kwd>acrodysostosis</kwd>
</kwd-group>
<contract-sponsor id="cn001">Academy of Finland<named-content content-type="fundref-id">10.13039/501100002341</named-content></contract-sponsor>
<contract-sponsor id="cn002">Sigrid Jus&#x000E9;liuksen S&#x000E4;&#x000E4;ti&#x000F6;<named-content content-type="fundref-id">10.13039/501100006306</named-content></contract-sponsor>
<contract-sponsor id="cn003">Lastentautien Tutkimuss&#x000E4;&#x000E4;ti&#x000F6;<named-content content-type="fundref-id">10.13039/501100005744</named-content></contract-sponsor>
<contract-sponsor id="cn004">Samfundet Folkh&#x000E4;lsan<named-content content-type="fundref-id">10.13039/501100004810</named-content></contract-sponsor>
<contract-sponsor id="cn005">P&#x000E4;ivikki ja Sakari Sohlbergin S&#x000E4;&#x000E4;ti&#x000F6;<named-content content-type="fundref-id">10.13039/501100004212</named-content></contract-sponsor>
<contract-sponsor id="cn006">Stiftelsen Dorothea Olivia, Karl Walter och Jarl Walter Perkl&#x000E9;ns Minne<named-content content-type="fundref-id">10.13039/100010119</named-content></contract-sponsor>
<contract-sponsor id="cn007">Vetenskapsr&#x000E5;det<named-content content-type="fundref-id">10.13039/501100004359</named-content></contract-sponsor>
<contract-sponsor id="cn008">Novo Nordisk Fonden<named-content content-type="fundref-id">10.13039/501100009708</named-content></contract-sponsor>
<contract-sponsor id="cn009">Helsingin Yliopisto<named-content content-type="fundref-id">10.13039/100007797</named-content></contract-sponsor>
<contract-sponsor id="cn010">Helsingin ja Uudenmaan Sairaanhoitopiiri<named-content content-type="fundref-id">10.13039/100008376</named-content></contract-sponsor>
<contract-sponsor id="cn011">National Institutes of Health<named-content content-type="fundref-id">10.13039/100000002</named-content></contract-sponsor>
<counts>
<fig-count count="0"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="13"/>
<page-count count="5"/>
<word-count count="3371"/>
</counts>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="s1">
<title>Introduction</title>
<p>Pseudohypoparathyroidism (PHP) and related disorders have been associated with early-onset obesity (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B2">2</xref>). These diseases, which can present with highly variable clinical findings (<xref ref-type="bibr" rid="B3">3</xref>), are caused by a defect in the stimulatory G protein-cAMP-signaling pathway.</p>
<p><italic>GNAS</italic> is a complex imprinted locus on chromosome 20q13.3. Exons 1&#x02013;13 encode the alpha-subunit of the stimulatory G protein (Gs&#x003B1;), a signaling protein mediating the functions of several hormones that require the second messenger cAMP down-stream of their cognate receptors (<xref ref-type="bibr" rid="B3">3</xref>). <italic>GNAS</italic> also encodes several other transcripts with incompletely defined biological actions, including the mRNAs encoding the neuroendocrine secretory protein 55 (NESP55) and the extra-large form of Gs&#x003B1; (XL&#x003B1;s), as well as the A/B and the antisense (AS) transcript.</p>
<p>The Gs&#x003B1; transcript is biallelically expressed in most but not all tissues; the paternal expression is reduced in several tissues, e.g., proximal renal tubules, thyroid, gonads, brown adipose tissue, hypothalamus, and pituitary gland (<xref ref-type="bibr" rid="B3">3</xref>). Clinical and laboratory manifestations of <italic>GNAS</italic> mutations are therefore determined by the parental origin of the mutated allele. Mutations involving exons 1&#x02013;13 of the maternal <italic>GNAS</italic> allele underlie pseudohypoparathyroidism type 1A (PHP1A) in which patients develop resistance to PTH in the proximal renal tubules leading to elevated plasma PTH levels, hypocalcemia and hyperphosphatemia, and often resistance to multiple other hormones. Patients with PHP1A show clinical features of Albright&#x00027;s hereditary osteodystrophy (AHO), including short stature, brachydactyly, early-onset obesity, neurodevelopmental defects and subcutaneous ossifications. In contrast, inactivating mutations located on the paternal <italic>GNAS</italic> allele cause pseudopseudohypoparathyroidism (PPHP) characterized in most patients by several AHO features, but no hormonal resistance, no obesity, and no intellectual challenges. Methylation defects at <italic>GNAS</italic> exon A/B alone, or at several <italic>GNAS</italic> DMRs, are observed in pseudohypoparathyroidism type 1B (PHP1B), characterized by resistance to PTH and frequently TSH, but infrequently by AHO features (<xref ref-type="bibr" rid="B3">3</xref>).</p>
<p>Other genes involved in the Gs&#x003B1;-cAMP-signaling pathway are <italic>PRKAR1A</italic> and <italic>PDE4D</italic>. <italic>PRKAR1A</italic> encodes the regulatory subunit of cAMP-dependent protein kinase A (PKA) and <italic>PDE4D</italic> encodes the phosphodiesterase 4D. Heterozygous mutations in <italic>PDE4D</italic> and <italic>PRKAR1A</italic> lead to acrodysostosis because cAMP is either degraded too rapidly or unable to dissociate the regulatory from the catalytic subunit of PKA. The disorders caused by mutations in the latter genes present with clinical manifestations overlapping partly those encountered in PHP (<xref ref-type="bibr" rid="B4">4</xref>).</p>
<p>Early-onset obesity can be the first and only evidence for pseudohypoparathyroidism (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>). Several mechanisms can be responsible for the excessive weight gain. In patients with PHP1A, reduced energy expenditure caused by the decreased Gs&#x003B1;-mediated signaling in brown or beige fat cells, as well as impaired signaling at the melanocortin 4 receptor leading to hyperphagia and thus increased caloric intake have been proposed as important mechanisms leading to obesity (<xref ref-type="bibr" rid="B6">6</xref>&#x02013;<xref ref-type="bibr" rid="B8">8</xref>). Furthermore, the resistance to TSH and growth hormone-releasing-hormone may play a role in the development of obesity (<xref ref-type="bibr" rid="B2">2</xref>). Early-onset and childhood obesity has also been observed in PHP1B (<xref ref-type="bibr" rid="B1">1</xref>, <xref ref-type="bibr" rid="B9">9</xref>). Based on these observations, it has been proposed that genetic and epigenetic defects at the <italic>GNAS</italic> locus should be considered in patients with unexplained childhood obesity (<xref ref-type="bibr" rid="B2">2</xref>). In fact, mutations in the <italic>GNAS</italic> exons encoding Gs&#x003B1; were recently identified in a large British cohort of obese patients (<xref ref-type="bibr" rid="B10">10</xref>). This prompted us to look for genetic variants in <italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic>, and for methylation alterations of <italic>GNAS</italic> locus in a cohort of Finnish patients who had developed severe obesity already in early childhood.</p>
</sec>
<sec sec-type="materials and methods" id="s2">
<title>Materials and Methods</title>
<p>This study included 88 subjects recruited through pediatric endocrine clinics at Children&#x00027;s Hospital at Helsinki University Hospital and Sein&#x000E4;joki Central Hospital in Finland. The study was approved by the Research Ethics Committees of the Hospital District of Helsinki and Uusimaa and the Pirkanmaa Hospital District. Informed written consent was obtained from all participants or their guardians (subjects aged &#x0003C;18 years).</p>
<p>The inclusion criterion was severe obesity as defined according to the Finnish growth standards (<xref ref-type="bibr" rid="B11">11</xref>) as height-adjusted weight &#x0003E;60% before 10 years of age. The patients had been followed up by a pediatrician and patients who were diagnosed with a known underlying endocrine or genetic disorder were excluded from the study. Clinical and growth data were collected from hospital records. Height, weight and waist circumference were measured during a study visit. Sex-and age-specific BMI Z-scores were derived based on the World Health Organization reference values (<ext-link ext-link-type="uri" xlink:href="http://www.who.int/childgrowth/standards">www.who.int/childgrowth/standards</ext-link>).</p>
<p>Genomic DNA was isolated from peripheral blood samples according to standard procedures. The probes for targeted exome sequencing were designed using SeqCap EZ Choice Library and NimbleDesign (Roche NimbleGen, United States). DNA capture and Next Generation Sequencing were performed at Oxford Genomics Centre. The reads were aligned to the reference genome hg19. The software Platypus version 0.8.1 was used for variant calling and Ensembl Variant Effector Predictor (VEP) was used for functional annotation of the variants. Filtering of variants was performed using VarAFT 2.13 (<ext-link ext-link-type="uri" xlink:href="http://varaft.eu">http://varaft.eu</ext-link>). Exonic and splice site variants were considered. We compared the allele frequencies of the identified variants to those obtained from the Exome Aggregation Consortium (<ext-link ext-link-type="uri" xlink:href="http://exac.broadinstitute.org">http://exac.broadinstitute.org</ext-link>), the Genome Aggregation Database (<ext-link ext-link-type="uri" xlink:href="http://gnomad.broadinstitute.org">http://gnomad.broadinstitute.org</ext-link>), 1,000 Genomes Project (<ext-link ext-link-type="uri" xlink:href="http://www.internationalgenome.org">http://www.internationalgenome.org</ext-link>) and the Sequencing Initiative Suomi project (SISu) (<ext-link ext-link-type="uri" xlink:href="http://sisuproject.fi">http://sisuproject.fi</ext-link>). The potential pathogenicity of the sequence variants was evaluated using different variant prediction databases (Polyphen-2, SIFT, Combined Annotation Dependent Depletion (CADD) and MutationTaster2). Sanger sequencing was performed to confirm findings. Primers were designed using Primer3 software and PCR was performed using DreamTaq<sup>TM</sup> DNA Polymerase (Thermo Fisher Scientific) according to standard protocol and chromatograms were analyzed with Sequencer v5.0 software. Primer sequences are available upon request.</p>
<p>Multiplex Ligation-dependent Probe Amplification (MLPA) to search for <italic>GNAS</italic> or <italic>STX16</italic> deletions and analysis of the <italic>GNAS</italic> methylation status, as assessed by methylation specific multiplex ligation-dependent probe amplification (MS-MLPA), was performed using kit ME031 GNAS (MRC-Holland, Amsterdam, The Netherland) following the manufacturer&#x00027;s instructions (<ext-link ext-link-type="uri" xlink:href="https://www.mlpa.com/">https://www.mlpa.com/</ext-link>), as described (<xref ref-type="bibr" rid="B12">12</xref>). PCR products were examined using the ABI3730xl Genetic Analyzer at the DNA Core Facility of the Massachusetts General Hospital and Peak Scanner 2.0 software (<ext-link ext-link-type="uri" xlink:href="http://peak-scanner-software.software.informer.com/2.0/">http://peak-scanner-software.software.informer.com/2.0/</ext-link>). The results obtained for two to five probes at each of the different DMRs were averaged for each patient and mean&#x000B1; standard deviation (SD) were subsequently calculated for each DMR for the entire cohort.</p>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<sec>
<title>Baseline Characteristics</title>
<p>The median age for the 88 study subjects (54.5% males) was 13.8 years [interquartile range (IQR) 11.1&#x02013;17.0 years]. The median BMI Z-score at the time of the study visit was &#x0002B;3.9 (IQR &#x0002B;3.4 to &#x0002B;4.9). The study subjects fulfilled our inclusion criteria of severe obesity (height-adjusted weight &#x0003E;60%) at the median age of 5.3 years (IQR 4.1&#x02013;7.0 years). They had reached height-adjusted weight &#x0003E;40% (corresponding to obesity according to Finnish growth standards) at the median age of 4.0 years (IQR 2.0&#x02013;5.0 years) (<xref ref-type="table" rid="T1">Table 1</xref>). Of the 68 school-aged subjects for whom information on learning difficulties was available, 10 (15%) had learning difficulties and required special education.</p>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Characteristics of study subjects, <italic>n</italic> = 88.</p></caption>
<table frame="hsides" rules="groups">
<tbody>
<tr>
<td valign="top" align="left">Male, <italic>n</italic> (%)</td>
<td valign="top" align="center">48 (54.5)</td>
</tr>
<tr>
<td valign="top" align="left">Age (yrs)</td>
<td valign="top" align="center">13.8 (11.1-17.0)</td>
</tr>
<tr>
<td valign="top" align="left">BMI Z-score</td>
<td valign="top" align="center">3.9 (3.4-4.9)</td>
</tr>
<tr>
<td valign="top" align="left">Age when weight-adjusted height 60% (yrs)</td>
<td valign="top" align="center">5.3 (4.1-7.0)</td>
</tr>
<tr>
<td valign="top" align="left">Age when weight-adjusted height 40% (yrs)</td>
<td valign="top" align="center">4.0 (2.0-5.0)</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>Data presented as median (interquartile range)</italic>.</p>
</table-wrap-foot>
</table-wrap>
</sec>
<sec>
<title>Targeted Exome Sequencing</title>
<p>The variants detected in <italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic> are presented in <xref ref-type="table" rid="T2">Table 2</xref>. We identified one rare heterozygous missense <italic>GNAS</italic> variant in exon XL (c.897C&#x0003E;A, p.S299R) in a female with severe early-onset obesity. This variant is found with allele frequency 0.00036 in the Finnish population in gnomAD. Polyphen-2 predicted the variant as possibly damaging, SIFT as tolerated, MutationTaster2 as disease-causing; the CADD score was high 23. The patient presented with obesity already at 3.5 years of age with weight 24.5 kg and height 105.5 cm (BMI Z-score &#x0002B;3.8). Presently at the age of 21 years, she has severe obesity: weigh 121 kg, height 170.5 cm (BMI 42) and waist circumference 120 cm. The patient did not present with any hormone resistance or clinical characteristics of AHO apart from obesity. Both parents were obese, but their DNA samples were unavailable for genotyping.</p>
<table-wrap position="float" id="T2">
<label>Table 2</label>
<caption><p>Non-synonymous sequence variants found in <italic>GNAS, PRKAR1A</italic>, and <italic>PDE4D</italic> genes (reference genome hg19).</p></caption>
<table frame="hsides" rules="groups">
<thead>
<tr>
<th valign="top" align="left"><bold>Gene</bold></th>
<th valign="top" align="center"><bold>Patients (<italic>n</italic>)</bold></th>
<th valign="top" align="center"><bold>Variant</bold></th>
<th valign="top" align="center"><bold>Transcript</bold></th>
<th valign="top" align="center"><bold>rs number</bold></th>
<th valign="top" align="center"><bold>MAF obesity cohort</bold></th>
<th valign="top" align="center"><bold>MAF gnomAD</bold></th>
<th valign="top" align="center"><bold>MAF gnomAD Finnish population</bold></th>
<th valign="top" align="center"><bold>CADD</bold></th>
<th valign="top" align="left"><bold>SIFT</bold></th>
<th valign="top" align="left"><bold>Polyphen-2</bold></th>
<th valign="top" align="left"><bold>MutationTaster</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">GNAS</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">20:57429217 C&#x0003E;A</td>
<td valign="top" align="center">NM_080425 (XL)<break/> c.897C&#x0003E;A, p.S299R</td>
<td valign="top" align="center">rs200409817</td>
<td valign="top" align="center">0.0057</td>
<td valign="top" align="center">0.0001</td>
<td valign="top" align="center">0.00036</td>
<td valign="top" align="center">23</td>
<td valign="top" align="left">Tolerate</td>
<td valign="top" align="left">Possibly damaging</td>
<td valign="top" align="left">Disease causing</td>
</tr>
<tr>
<td valign="top" align="left">GNAS</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">20:57429447 C&#x0003E;T</td>
<td valign="top" align="center">NM_080425 (XL)<break/> c.1127C&#x0003E;T, p.P376L</td>
<td valign="top" align="center">rs61749697</td>
<td valign="top" align="center">0.0057</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="center">0.01</td>
<td valign="top" align="center">22</td>
<td valign="top" align="left">Tolerate</td>
<td valign="top" align="left">Benign</td>
<td valign="top" align="left">Disease causing</td>
</tr>
<tr>
<td valign="top" align="left">GNAS</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">20:57415876 C&#x0003E;A</td>
<td valign="top" align="center">NM_016592 (NESP55) c.715C&#x0003E;A, p.P239T</td>
<td valign="top" align="center">rs79527543</td>
<td valign="top" align="center">0.0057</td>
<td valign="top" align="center">0.004</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">22</td>
<td valign="top" align="left">Deleterious</td>
<td valign="top" align="left">Possibly damaging</td>
<td valign="top" align="left">Polymorphism</td>
</tr>
<tr>
<td valign="top" align="left">GNAS</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">20:57428820 A&#x0003E;G</td>
<td valign="top" align="center">NM_080425 (XL)<break/> c.500A&#x0003E;G, p.D167G</td>
<td valign="top" align="center">rs61749695</td>
<td valign="top" align="center">0.0057</td>
<td valign="top" align="center">0.002</td>
<td valign="top" align="center">0.00</td>
<td valign="top" align="center">22</td>
<td valign="top" align="left">Deleterious</td>
<td valign="top" align="left">Benign</td>
<td valign="top" align="left">Disease causing</td>
</tr>
<tr>
<td valign="top" align="left">GNAS</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">20:57429696 C&#x0003E;G</td>
<td valign="top" align="center">NM_080425 (XL)<break/> c.1376C&#x0003E;G, p.P459R</td>
<td valign="top" align="center">rs148033592</td>
<td valign="top" align="center">0.0284</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">0.003</td>
<td valign="top" align="center">19</td>
<td valign="top" align="left">Deleterious</td>
<td valign="top" align="left">Benign</td>
<td valign="top" align="left">Polymorphism</td>
</tr>
<tr>
<td valign="top" align="left">GNAS</td>
<td valign="top" align="center">5</td>
<td valign="top" align="center">20:57429627 C&#x0003E;A</td>
<td valign="top" align="center">NM_080425 (XL)<break/> c.1307C&#x0003E;A, p.A436D</td>
<td valign="top" align="center">rs61749698</td>
<td valign="top" align="center">0.0284</td>
<td valign="top" align="center">0.06</td>
<td valign="top" align="center">0.005</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="left">Tolerate</td>
<td valign="top" align="left">Benign</td>
<td valign="top" align="left">Polymorphism</td>
</tr>
<tr>
<td valign="top" align="left">PDE4D</td>
<td valign="top" align="center">1</td>
<td valign="top" align="center">5:59064277 C&#x0003E;T</td>
<td valign="top" align="center">NM_001197218, c.59G&#x0003E;A, p.C20Y</td>
<td valign="top" align="center">rs201360779</td>
<td valign="top" align="center">0.0057</td>
<td valign="top" align="center">0.001</td>
<td valign="top" align="center">0.011</td>
<td valign="top" align="center">17</td>
<td valign="top" align="left">Deleterious</td>
<td valign="top" align="left">Possibly damaging</td>
<td valign="top" align="left">Disease causing</td>
</tr>
<tr>
<td valign="top" align="left">PRKAR1A</td>
<td valign="top" align="center">38</td>
<td valign="top" align="center">17:66547249 G&#x0003E;A</td>
<td valign="top" align="center">NM_001276290, c.998G&#x0003E;A, p.S333N</td>
<td valign="top" align="center">rs9789047</td>
<td valign="top" align="center">0.2136</td>
<td valign="top" align="center">0.17</td>
<td valign="top" align="center">0.24</td>
<td valign="top" align="center">0.02</td>
<td valign="top" align="left">Not applicable</td>
<td valign="top" align="left">Not applicable</td>
<td valign="top" align="left">Polymorphism</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<p><italic>MAF, minor allele frequency</italic>.</p>
</table-wrap-foot>
</table-wrap>
<p>Furthermore, five heterozygous variants were identified that change single amino acids in GNAS exon XL and NESP, respectively. However, these variants have allele frequencies in gnomAD comparable to the allele frequencies observed in our cohort. No variants were identified in the <italic>GNAS</italic> exons encoding Gs&#x003B1;. In <italic>PDE4D</italic> or <italic>PRKAR1A</italic>, we did not detect any variants that have previously been shown to be disease-causing.</p>
</sec>
<sec>
<title>Multiplex Ligation-Dependent Probe Amplification</title>
<p>Analysis of <italic>GNAS</italic> methylation by MS-MPLA did not identify any epigenetic alterations at the <italic>GNAS</italic> locus (<xref ref-type="supplementary-material" rid="SM1">Supplemental Table 1</xref>); the DMRs showed no evidence for abnormal methylation at NESP (53.4 &#x000B1; 2.5%), AS (53.9 &#x000B1; 3.1%), XL (53.5 &#x000B1; 2.9%), and A/B (52.4 &#x000B1; 3.6%).</p>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>Pseudohypoparathyroidism and acrodysostosis are rare, heterogeneous disorders caused by different genetic/epigenetic defects (<xref ref-type="bibr" rid="B3">3</xref>). Differential diagnosis between these disorders can be challenging because of their overlapping clinical and/or laboratory phenotypes. The clinical features can be difficult to identify by physical examination and some patients show only minor clinical abnormalities that furthermore can vary with age (<xref ref-type="bibr" rid="B13">13</xref>). Furthermore, PTH-resistance in PHP1B may remain undetected until symptomatic hypocalcemia develops (<xref ref-type="bibr" rid="B2">2</xref>). Establishing the correct diagnosis can thus be challenging but would be of significant importance because of the multiple endocrine disturbances related to these disorders.</p>
<p>Previous studies have found that obesity is a common clinical finding in children with pseudohypoparathyroidism type 1A (<xref ref-type="bibr" rid="B2">2</xref>, <xref ref-type="bibr" rid="B5">5</xref>). In a study investigating early features of PHP1A, the major clinical sign was obesity, present in 70% of children &#x0003E;2 years of age (<xref ref-type="bibr" rid="B5">5</xref>). Furthermore, it has been suggested that <italic>GNAS</italic> defects in patients with early-onset obesity may be underestimated, since Hendricks et al. (<xref ref-type="bibr" rid="B10">10</xref>) found several novel variants in <italic>GNAS</italic> in unselected patients with severe obesity, yet no obvious endocrine defects or short stature. However, many of the patients in the study by Hendricks et al. with <italic>GNAS</italic> variants had developmental delay (<xref ref-type="bibr" rid="B10">10</xref>).</p>
<p>We searched for pathogenic variants in <italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic>, and for <italic>GNAS</italic> methylation changes in 88 Finnish subjects with isolated severe early-onset obesity. We identified only one rare heterozygous missense variant in <italic>GNAS</italic> exon XL in a patient with isolated severe obesity. Unfortunately, parental DNA samples were not available. This variant does not affect the transcript encoding Gs&#x003B1;. The patient did not present with any skeletal, endocrine or developmental defect. The clinical significance of this missense variant thus remains uncertain. We furthermore identified four heterozygous non-synonymous amino acid changes in <italic>GNAS</italic> exon XL and one change in exon NESP, as well as single variants in <italic>PRKAR1A</italic> and in <italic>PDE4D</italic>. All these amino acid changes were present in gnomAD with comparable or higher allele frequencies and were not predicted to be disease-causing variants.</p>
<p>We did not identify any pathogenic defects in the investigated genes. Although we had carefully selected our patients presenting severe obesity with early onset, the relatively small cohort size of only 88 patients can be regarded as a limitation. Furthermore, patients with PHP and related disorders may have been identified earlier by pediatricians and could therefore not be included in our study.</p>
<p>Another limitation of our study was the lack of a control group of normal-weight subjects. However, we compared the allele frequencies of the identified variants with the Finnish population in gnomad and SISu project, which include genotype data of more than 10,000 individuals from the Finnish population.</p>
<p>In conclusion, our results suggest that mutations in <italic>GNAS, PDE4D</italic>, and <italic>PRKAR1A</italic>, and methylation changes in <italic>GNAS</italic> locus do not play a significant role in etiology of childhood-onset obesity in our Finnish cohort of patients, who lacked biochemical features of pseudohypoparathyroidism and related disorders.</p>
</sec>
<sec sec-type="data-availability-statement" id="s5">
<title>Data Availability Statement</title>
<p>Data cannot be shared publicly because the data consists of sensitive patient data. More specifically the data consists of individual clinical data and individual genotypes for young children. Data are available from the Helsinki University Hospital&#x00027;s Institutional Data Access/Ethics Committee for researchers who meet the criteria for access to confidential data. Data availability contact: Outi M&#x000E4;kitie MD, PhD.</p>
</sec>
<sec id="s6">
<title>Ethics Statement</title>
<p>The study was approved by the Research Ethics Committees of the Hospital District of Helsinki and Uusimaa and the Pirkanmaa Hospital District. Written informed consent to participate in this study was provided by the participants&#x00027; legal guardian/next of kin.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>Study design: PL, MP, TM, HV, HJ, and OM. Data collection: PL, TM, and HV. Data analysis and data interpretation: PL, MP, MR, HJ, and OM. Drafting of manuscript: PL, MP, HJ, and OM. All authors reviewed manuscript content and approved the final version.</p>
<sec>
<title>Conflict of Interest</title>
<p>The 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>We thank all the patients and their family members for participating in the study. We thank RN P&#x000E4;ivi Turunen for help with data collection.</p>
</ack>
<sec sec-type="supplementary-material" id="s8">
<title>Supplementary Material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fped.2020.00145/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fped.2020.00145/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.DOCX" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<label>1.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hanna</surname> <given-names>P</given-names></name> <name><surname>Grybek</surname> <given-names>V</given-names></name> <name><surname>Perez de Nanclares</surname> <given-names>G</given-names></name> <name><surname>Tran</surname> <given-names>LC</given-names></name> <name><surname>de Sanctis</surname> <given-names>L</given-names></name> <name><surname>Elli</surname> <given-names>F</given-names></name> <etal/></person-group>. <article-title>Genetic and epigenetic defects at the GNAS locus lead to distinct patterns of skeletal growth but similar early-onset obesity</article-title>. <source>J Bone Miner Res</source>. (<year>2018</year>) <volume>33</volume>:<fpage>1480</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1002/jbmr.3450</pub-id><pub-id pub-id-type="pmid">29693731</pub-id></citation></ref>
<ref id="B2">
<label>2.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Gruters-Kieslich</surname> <given-names>A</given-names></name> <name><surname>Reyes</surname> <given-names>M</given-names></name> <name><surname>Sharma</surname> <given-names>A</given-names></name> <name><surname>Demirci</surname> <given-names>C</given-names></name> <name><surname>DeClue</surname> <given-names>TJ</given-names></name> <name><surname>Lankes</surname> <given-names>E</given-names></name> <etal/></person-group>. <article-title>Early-onset obesity: unrecognized first evidence for GNAS mutations and methylation changes</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2017</year>) <volume>102</volume>:<fpage>2670</fpage>&#x02013;<lpage>7</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2017-00395</pub-id><pub-id pub-id-type="pmid">28453643</pub-id></citation></ref>
<ref id="B3">
<label>3.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Linglart</surname> <given-names>A</given-names></name> <name><surname>Levine</surname> <given-names>MA</given-names></name> <name><surname>Juppner</surname> <given-names>H</given-names></name></person-group>. <article-title>Pseudohypoparathyroidism</article-title>. <source>Endocrinol Metab Clin North</source> Am. (<year>2018</year>) <volume>47</volume>:<fpage>865</fpage>&#x02013;<lpage>88</lpage>. <pub-id pub-id-type="doi">10.1016/j.ecl.2018.07.011</pub-id><pub-id pub-id-type="pmid">30390819</pub-id></citation></ref>
<ref id="B4">
<label>4.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mantovani</surname> <given-names>G</given-names></name> <name><surname>Elli</surname> <given-names>FM</given-names></name></person-group>. <article-title>Multiple hormone resistance and alterations of G-protein-coupled receptors signaling</article-title>. <source>Best Pract Res Clin Endocrinol Metab</source>. (<year>2018</year>) <volume>32</volume>:<fpage>141</fpage>&#x02013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1016/j.beem.2018.01.002</pub-id><pub-id pub-id-type="pmid">29678282</pub-id></citation></ref>
<ref id="B5">
<label>5.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Kayemba-Kay&#x00027;s</surname> <given-names>S</given-names></name> <name><surname>Tripon</surname> <given-names>C</given-names></name> <name><surname>Heron</surname> <given-names>A</given-names></name> <name><surname>Hindmarsh</surname> <given-names>P</given-names></name></person-group>. <article-title>Pseudohypoparathyroidism type 1A-subclinical hypothyroidism and rapid weight gain as early clinical signs: a clinical review of 10 cases</article-title>. <source>J Clin Res Pediatr Endocrinol</source>. (<year>2016</year>) <volume>8</volume>:<fpage>432</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.4274/jcrpe.2743</pub-id><pub-id pub-id-type="pmid">27467896</pub-id></citation></ref>
<ref id="B6">
<label>6.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Roizen</surname> <given-names>JD</given-names></name> <name><surname>Danzig</surname> <given-names>J</given-names></name> <name><surname>Groleau</surname> <given-names>V</given-names></name> <name><surname>McCormack</surname> <given-names>S</given-names></name> <name><surname>Casella</surname> <given-names>A</given-names></name> <name><surname>Harrington</surname> <given-names>J</given-names></name> <etal/></person-group>. <article-title>Resting energy expenditure is decreased in pseudohypoparathyroidism type 1A</article-title>. <source>J Clin Endocrinol Metab</source>. (<year>2016</year>) <volume>101</volume>:<fpage>880</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1210/jc.2015-3895</pub-id><pub-id pub-id-type="pmid">26709970</pub-id></citation></ref>
<ref id="B7">
<label>7.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Chen</surname> <given-names>M</given-names></name> <name><surname>Shrestha</surname> <given-names>YB</given-names></name> <name><surname>Podyma</surname> <given-names>B</given-names></name> <name><surname>Cui</surname> <given-names>Z</given-names></name> <name><surname>Naglieri</surname> <given-names>B</given-names></name> <name><surname>Sun</surname> <given-names>H</given-names></name> <etal/></person-group>. <article-title>Gsalpha deficiency in the dorsomedial hypothalamus underlies obesity associated with Gsalpha mutations</article-title>. <source>J Clin Invest</source>. (<year>2017</year>) <volume>127</volume>:<fpage>500</fpage>&#x02013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1172/JCI88622</pub-id><pub-id pub-id-type="pmid">27991864</pub-id></citation></ref>
<ref id="B8">
<label>8.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Shoemaker</surname> <given-names>AH</given-names></name> <name><surname>Juppner</surname> <given-names>H</given-names></name></person-group>. <article-title>Nonclassic features of pseudohypoparathyroidism type 1A</article-title>. <source>Curr Opin Endocrinol Diabetes Obes</source>. (<year>2017</year>) <volume>24</volume>:<fpage>33</fpage>&#x02013;<lpage>8</lpage>. <pub-id pub-id-type="doi">10.1097/MED.0000000000000306</pub-id><pub-id pub-id-type="pmid">27875418</pub-id></citation></ref>
<ref id="B9">
<label>9.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>de Lange</surname> <given-names>IM</given-names></name> <name><surname>Verrijn Stuart</surname> <given-names>AA</given-names></name> <name><surname>van der Luijt</surname> <given-names>RB</given-names></name> <name><surname>Ploos van Amstel</surname> <given-names>HK</given-names></name> <name><surname>van Haelst</surname> <given-names>MM</given-names></name></person-group>. <article-title>Macrosomia, obesity, and macrocephaly as first clinical presentation of PHP1b caused by STX16 deletion</article-title>. <source>Am J Med Genet A</source>. (<year>2016</year>) <volume>170</volume>:<fpage>2431</fpage>&#x02013;<lpage>5</lpage>. <pub-id pub-id-type="doi">10.1002/ajmg.a.37818</pub-id><pub-id pub-id-type="pmid">27338644</pub-id></citation></ref>
<ref id="B10">
<label>10.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Hendricks</surname> <given-names>AE</given-names></name> <name><surname>Bochukova</surname> <given-names>EG</given-names></name> <name><surname>Marenne</surname> <given-names>G</given-names></name> <name><surname>Keogh</surname> <given-names>JM</given-names></name> <name><surname>Atanassova</surname> <given-names>N</given-names></name> <name><surname>Bounds</surname> <given-names>R</given-names></name> <etal/></person-group>. <article-title>Rare variant analysis of human and rodent obesity genes in individuals with severe childhood obesity</article-title>. <source>Sci Rep</source>. (<year>2017</year>) <volume>7</volume>:<fpage>4394</fpage>. <pub-id pub-id-type="doi">10.1038/s41598-017-03054-8</pub-id><pub-id pub-id-type="pmid">28663568</pub-id></citation></ref>
<ref id="B11">
<label>11.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Saari</surname> <given-names>A</given-names></name> <name><surname>Sankilampi</surname> <given-names>U</given-names></name> <name><surname>Hannila</surname> <given-names>ML</given-names></name> <name><surname>Kiviniemi</surname> <given-names>V</given-names></name> <name><surname>Kesseli</surname> <given-names>K</given-names></name> <name><surname>Dunkel</surname> <given-names>L</given-names></name></person-group>. <article-title>New Finnish growth references for children and adolescents aged 0 to 20 years: length/height-for-age, weight-for-length/height, and body mass index-for-age</article-title>. <source>Ann Med</source>. (<year>2011</year>) <volume>43</volume>:<fpage>235</fpage>&#x02013;<lpage>48</lpage>. <pub-id pub-id-type="doi">10.3109/07853890.2010.515603</pub-id><pub-id pub-id-type="pmid">20854213</pub-id></citation></ref>
<ref id="B12">
<label>12.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Garin</surname> <given-names>I</given-names></name> <name><surname>Mantovani</surname> <given-names>G</given-names></name> <name><surname>Aguirre</surname> <given-names>U</given-names></name> <name><surname>Barlier</surname> <given-names>A</given-names></name> <name><surname>Brix</surname> <given-names>B</given-names></name> <name><surname>Elli</surname> <given-names>FM</given-names></name> <etal/></person-group>. <article-title>European guidance for the molecular diagnosis of pseudohypoparathyroidism not caused by point genetic variants at GNAS: an EQA study</article-title>. <source>Eur J Hum Genet</source>. (<year>2015</year>) <volume>23</volume>:<fpage>438</fpage>&#x02013;<lpage>44</lpage>. <pub-id pub-id-type="doi">10.1038/ejhg.2014.127</pub-id></citation></ref>
<ref id="B13">
<label>13.</label>
<citation citation-type="journal"><person-group person-group-type="author"><name><surname>Mantovani</surname> <given-names>G</given-names></name> <name><surname>Bastepe</surname> <given-names>M</given-names></name> <name><surname>Monk</surname> <given-names>D</given-names></name> <name><surname>de Sanctis</surname> <given-names>L</given-names></name> <name><surname>Thiele</surname> <given-names>S</given-names></name> <name><surname>Usardi</surname> <given-names>A</given-names></name> <etal/></person-group>. <article-title>Diagnosis and management of pseudohypoparathyroidism and related disorders: first international Consensus Statement</article-title>. <source>Nat Rev Endocrinol</source>. (<year>2018</year>) <volume>14</volume>:<fpage>476</fpage>&#x02013;<lpage>500</lpage>. <pub-id pub-id-type="doi">10.1038/s41574-018-0042-0</pub-id><pub-id pub-id-type="pmid">29959430</pub-id></citation></ref>
</ref-list>
<fn-group>
<fn fn-type="financial-disclosure"><p><bold>Funding.</bold> This study was financially supported by the Academy of Finland, Sigrid Jus&#x000E9;lius Foundation, Foundation for Pediatric Research, Folkh&#x000E4;lsan Research Foundation, P&#x000E4;ivikki and Sakari Sohlberg Foundation, Stiftelsen Dorothea Olivia, Karl Walter och Jarl Walter Perkl&#x000E9;ns minne, the Swedish Research Council, the Novo Nordisk Foundation, University of Helsinki through the Doctoral Program in Clinical Research, Helsinki University Hospital research funds and the National Institutes of Health, RO1-DK046718 (to HJ).</p>
</fn>
</fn-group>
</back>
</article>