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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Neurosci.</journal-id>
<journal-title>Frontiers in Neuroscience</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Neurosci.</abbrev-journal-title>
<issn pub-type="epub">1662-453X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fnins.2024.1276714</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Neuroscience</subject>
<subj-group>
<subject>Hypothesis and Theory</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Grid cells: the missing link in understanding Parkinson&#x2019;s disease?</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Reinshagen</surname> <given-names>Alexander</given-names></name>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="https://loop.frontiersin.org/people/2407461/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
</contrib>
</contrib-group>
<aff><institution>SANA Hospital Leipzig County</institution>, <addr-line>Borna</addr-line>, <country>Germany</country></aff>
<author-notes>
<fn fn-type="edited-by" id="fn0001">
<p>Edited by: Frank Hirth, King's College London, United Kingdom</p>
</fn>
<fn fn-type="edited-by" id="fn0002">
<p>Reviewed by: Patrick Santens, Ghent University, Belgium; Giorgio Vivacqua, Campus Bio-Medico University, Italy</p>
</fn>
<corresp id="c001">&#x002A;Correspondence: Alexander Reinshagen, <email>reinshagena@online.de</email></corresp>
</author-notes>
<pub-date pub-type="epub">
<day>08</day>
<month>02</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>18</volume>
<elocation-id>1276714</elocation-id>
<history>
<date date-type="received">
<day>12</day>
<month>08</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>24</day>
<month>01</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2024 Reinshagen.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Reinshagen</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>The mechanisms underlying Parkinson&#x2019;s disease (PD) are complex and not fully understood, and the box-and-arrow model among other current models present significant challenges. This paper explores the potential role of the allocentric brain and especially its grid cells in several PD motor symptoms, including bradykinesia, kinesia paradoxa, freezing of gait, the bottleneck phenomenon, and their dependency on cueing. It is argued that central hubs, like the locus coeruleus and the pedunculopontine nucleus, often narrowly interpreted in the context of PD, play an equally important role in governing the allocentric brain as the basal ganglia. Consequently, the motor and secondary motor (e.g., spatially related) symptoms of PD linked with dopamine depletion may be more closely tied to erroneous computation by grid cells than to the basal ganglia alone. Because grid cells and their associated central hubs introduce both spatial and temporal information to the brain influencing velocity perception they may cause bradykinesia or hyperkinesia as well. In summary, PD motor symptoms may primarily be an allocentric disturbance resulting from virtual faulty computation by grid cells revealed by dopamine depletion in PD.</p>
</abstract>
<kwd-group>
<kwd>grid cell</kwd>
<kwd>Parkinson &#x2018;s disease</kwd>
<kwd>allocentric</kwd>
<kwd>dopamine</kwd>
<kwd>medial entorhinal cortex</kwd>
<kwd>striatum</kwd>
<kwd>striato-HF/EC loop</kwd>
</kwd-group>
<counts>
<fig-count count="6"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="387"/>
<page-count count="19"/>
<word-count count="19691"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Neurodegeneration</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec sec-type="intro" id="sec1">
<title>Introduction</title>
<disp-quote>
<p>&#x201C;Grid cells are such a beautiful and unique phenomenon in the nervous system that it is tempting to regard them as a crucial element of its design&#x201D; (<xref ref-type="bibr" rid="ref196">Kropff and Treves, 2008</xref>).</p>
</disp-quote>
<p>The existing model of the basal ganglia (BG) and dopamine depletion (DD) in Parkinson&#x2019;s disease (PD) goes back to the late 1950s (<xref ref-type="bibr" rid="ref56">Carlsson et al., 1957</xref>; <xref ref-type="bibr" rid="ref57">Carlsson and Waldeck, 1958</xref>; <xref ref-type="bibr" rid="ref97">Ehringer and Hornykiewicz, 1960</xref>; <xref ref-type="bibr" rid="ref27">Birkmayer and Hornykiewicz, 1961</xref>; <xref ref-type="bibr" rid="ref159">Hornykiewicz, 1962</xref>; <xref ref-type="bibr" rid="ref24">Bernheimer and Hornykiewicz, 1965</xref>; <xref ref-type="bibr" rid="ref55">Carlsson, 1971</xref>; <xref ref-type="bibr" rid="ref375">Yeragani et al., 2010</xref>). This model was further refined in the 1980s and early 1990s with the formulation of the direct and indirect striatal output pathways and the &#x201C;box-and-arrow&#x201D; model (<xref ref-type="bibr" rid="ref287">Penney and Young, 1986</xref>; <xref ref-type="bibr" rid="ref5">Albin et al., 1989</xref>; <xref ref-type="bibr" rid="ref81">DeLong, 1990</xref>; <xref ref-type="bibr" rid="ref255">Nambu et al., 2002</xref>; <xref ref-type="bibr" rid="ref292">Plotkin and Goldberg, 2018</xref>). Although this &#x201C;has led to groundbreaking strategies to treat motor disorders&#x201D; (<xref ref-type="bibr" rid="ref292">Plotkin and Goldberg, 2018</xref>), it &#x201C;fails to explain certain clinical findings and leaves a number of paradoxes&#x201D; (<xref ref-type="bibr" rid="ref40">Brown and Marsden, 1998</xref>, p. 1801), leaving us &#x201C;far from a comprehensive mechanistic understanding of the pathophysiology of PD&#x201D; (<xref ref-type="bibr" rid="ref367">Wichmann et al., 2011</xref>). Furthermore, neurocomputational models (<xref ref-type="bibr" rid="ref135">Gurney et al., 2001a</xref>,<xref ref-type="bibr" rid="ref136">b</xref>; <xref ref-type="bibr" rid="ref106">Fiore et al., 2016</xref>; <xref ref-type="bibr" rid="ref344">Suryanarayana et al., 2019</xref>; <xref ref-type="bibr" rid="ref157">Hjorth et al., 2020</xref>) and also trials with respect to deep brain stimulation (DBS) have demonstrated that current concepts of basal ganglia pathophysiology have reached &#x201C;the point where total rejection, rather than continual attempts at modification, is necessary&#x201D; (<xref ref-type="bibr" rid="ref242">Montgomery, 2011</xref>, p. 14). Numerous critical reviews on this topic underline these limitations (<xref ref-type="bibr" rid="ref222">Marsden and Obeso, 1994</xref>; <xref ref-type="bibr" rid="ref239">Mink, 1996</xref>; <xref ref-type="bibr" rid="ref253">Nambu, 2008</xref>; <xref ref-type="bibr" rid="ref367">Wichmann et al., 2011</xref>; <xref ref-type="bibr" rid="ref292">Plotkin and Goldberg, 2018</xref>).</p>
<p>The BG pathway refers to medium spiny neurons (MSN), which form clustered cell groups. These groups are activated not only by active and passive manipulation of one body part, but also by their cutaneous stimulation (<xref ref-type="bibr" rid="ref78">Crutcher and DeLong, 1984</xref>; <xref ref-type="bibr" rid="ref6">Alexander and DeLong, 1985</xref>; <xref ref-type="bibr" rid="ref54">Carelli and West, 1991</xref>; <xref ref-type="bibr" rid="ref72">Coffey et al., 2016</xref>, <xref ref-type="bibr" rid="ref71">2017</xref>) are referred to as single body parts (SBP). These SBP deliver a body-referenced frame that primarily &#x201C;encodes action <italic>space</italic>&#x201D; (<xref ref-type="bibr" rid="ref190">Klaus et al., 2017</xref>) from the egocentric view.</p>
<p>However, as movement is generally <italic>goal-directed,</italic> originating from a starting point and progressing toward an endpoint, and often involving the late-stage positioning of a potential target, it relates to the external environment/space (<xref ref-type="bibr" rid="ref303">Redgrave et al., 2010</xref>; <xref ref-type="bibr" rid="ref286">Penner and Mizumori, 2012</xref>; <xref ref-type="bibr" rid="ref101">Elliott et al., 2017</xref>; <xref ref-type="bibr" rid="ref133">Grieves and Jeffery, 2017</xref>; <xref ref-type="bibr" rid="ref289">Pernia-Andrade et al., 2021</xref>). It is therefore essential to consider not only the animal&#x2019;s perspective of the goal&#x2019;s position, but also the goal&#x2019;s representation relative to external contextual features (the allocentric frame; <xref ref-type="bibr" rid="ref257">Neely et al., 2008</xref>; <xref ref-type="bibr" rid="ref66">Chersi and Burgess, 2015</xref>).</p>
<p>By applying the allocentric properties of grid cells to parkinsonian symptoms in connection with dopamine depletion (DD), we can gain new insights into the pivotal role of the allocentric brain not just in PD, but also in the inception of movement.</p>
</sec>
<sec id="sec2">
<title>What we know</title>
<sec id="sec3">
<title>The allocentric space model</title>
<p>An individual&#x2019;s objective position and the location of desirable goals are deduced from external landmarks and determined within the hippocampal place cells (<xref ref-type="bibr" rid="ref270">O'Keefe and Dostrovsky, 1971</xref>). In turn, the computation of allocentric movement, necessary to navigate between landmarks, depends on grid cells (GCs) in the medial entorhinal cortex (mEC)&#x2014;mainly within layer II in particular (<xref ref-type="bibr" rid="ref114">Fyhn et al., 2004</xref>; <xref ref-type="bibr" rid="ref138">Hafting et al., 2005</xref>; <xref ref-type="bibr" rid="ref244">Moser et al., 2008</xref>; <xref ref-type="bibr" rid="ref29">Boccara et al., 2010</xref>) (see <xref ref-type="fig" rid="fig1">Figure 1</xref>). The mEC consists of about two thirds reelin-positive stellate cells (SC), which supply the dentate gyrus and the hippocampus, also called &#x201C;ocean cells,&#x201D; surrounding about one third so-called pyramid cells (PC) or &#x201C;island cells&#x201D; projecting to mEC layer I and the contralateral EC. Both SC and PC are influenced by inhibitory microcircuits of different interneurons (<xref ref-type="bibr" rid="ref117">Gatome et al., 2010</xref>; <xref ref-type="bibr" rid="ref369">Witter et al., 2017</xref>; <xref ref-type="bibr" rid="ref256">Naumann et al., 2018</xref>; <xref ref-type="bibr" rid="ref353">Tukker et al., 2022</xref>) and can function as grid cells with an emphasis on pyramid cells (<xref ref-type="bibr" rid="ref347">Tang et al., 2014</xref>; <xref ref-type="bibr" rid="ref311">Rowland et al., 2018</xref>). Grid cells again receive significant dopaminergic innervation (<xref ref-type="bibr" rid="ref103">Fallon et al., 1978</xref>; <xref ref-type="bibr" rid="ref3">Akil and Lewis, 1993</xref>; <xref ref-type="bibr" rid="ref214">Li et al., 2015</xref>).</p>
<fig position="float" id="fig1">
<label>Figure 1</label>
<caption>
<p>Coronar view of the brain at the EC/HF level (left), in detail (right) two stellate cells (SC), and one pyramid cell (PC) of layer II of mEC, the SC branching within layer II with efferences to the dentate gyrus (DG) and hippocampal cornu ammonis (CA3); left: nucleus caudatus (NC), putamen (Put), and globus pallidus (GPe and GPi) are less voluminous in this level, further shown substantia nigra (SN), subthalamic nucleus (STN), and thalamus (Thal). Adopted from <xref ref-type="bibr" rid="ref259">Nieuwenhuys et al. (2008)</xref> and <xref ref-type="bibr" rid="ref280">Park et al. (2019)</xref>.</p>
</caption>
<graphic xlink:href="fnins-18-1276714-g001.tif"/>
</fig>
<p>Grid cell generate the external spatial allocentric reference overlaying the animal&#x2019;s surrounding floor with a two-dimensional hexagonal pattern/carpet (the grid fields) formed by isosceles triangles (<xref ref-type="bibr" rid="ref138">Hafting et al., 2005</xref>; <xref ref-type="bibr" rid="ref44">Burak, 2014</xref>; <xref ref-type="bibr" rid="ref245">Moser et al., 2014</xref>; <xref ref-type="bibr" rid="ref192">Knierim, 2015</xref>; <xref ref-type="bibr" rid="ref354">Vago and Ujfalussy, 2018</xref>; <xref ref-type="bibr" rid="ref246">Mosheiff and Burak, 2019</xref>) (see <xref ref-type="fig" rid="fig2">Figure 2A</xref>). The emergence and maintenance of GCs and grid fields rely on exploratory movement, which is anchored to external landmarks and borders (<xref ref-type="bibr" rid="ref138">Hafting et al., 2005</xref>; <xref ref-type="bibr" rid="ref320">Savelli et al., 2008</xref>; <xref ref-type="bibr" rid="ref75">Couey et al., 2013</xref>; <xref ref-type="bibr" rid="ref284">Pastoll et al., 2013</xref>; <xref ref-type="bibr" rid="ref340">Stensola et al., 2015</xref>). This movement again generates a self-organizing <italic>internal spiking</italic> within GCs based on local network dynamics (LFP, described in more detail below). For this, similar to striatal SBP, GCs receive spatial information in the form of copies of multimodal sensory input from external landmarks through self-motion data. This data originate from &#x201C;vestibular, proprioceptive, visual (optic flow) and motor (motor-efference copy) systems&#x201D; (<xref ref-type="bibr" rid="ref174">Jeffery, 2007</xref>; <xref ref-type="bibr" rid="ref241">Mohedano-Moriano et al., 2008</xref>; <xref ref-type="bibr" rid="ref16">Barry and Burgess, 2014</xref>, p R332; <xref ref-type="bibr" rid="ref288">Perez-Escobar et al., 2016</xref>; <xref ref-type="bibr" rid="ref249">Nadasdy et al., 2017</xref>; <xref ref-type="bibr" rid="ref53">Campbell et al., 2018</xref>), most <italic>visual cues</italic> being particularly relevant (<xref ref-type="bibr" rid="ref216">Maaswinkel and Whishaw, 1999</xref>; <xref ref-type="bibr" rid="ref64">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="ref188">Kinkhabwala et al., 2020</xref>). GCs are grouped into modules that share the same <italic>scale/period</italic> (for <italic>distance</italic> computing) and <italic>orientation</italic> (relative to external references), but have different <italic>phases</italic> (relative positioning of grid fields). These modules present a dorso&#x2013;ventral gradient within the mEC, with exponentially larger scaling for the ventral modules (<xref ref-type="bibr" rid="ref18">Barry et al., 2007</xref>; <xref ref-type="bibr" rid="ref41">Brun et al., 2008</xref>; <xref ref-type="bibr" rid="ref341">Stensola et al., 2012</xref>; <xref ref-type="bibr" rid="ref13">Bant et al., 2020</xref>).</p>
<fig position="float" id="fig2">
<label>Figure 2</label>
<caption>
<p>Introducing hexagonal grid fields (GF) <bold>(A)</bold> Example of a mouse navigating a GF. The GC spike timing within the GF aligns with the LFP&#x2019;s frequency band (sine wave on the right). Starting from the edge of the GF (B), the GC spike occurs at the peak of the SW. As the mouse approaches the GF vertex (C,D), the spiking activity descends on the subsequent SW, ending in the slack portion of the sine curve when the GF vertex is reached (E). Departing from the GF vertex signals conditions climbing up (F) with (G) again starting for the next GF. There is an ambiguity in the directional interpretation of the (A) and (F) signals (toward or away from the vertex) (<xref ref-type="bibr" rid="ref226">Mathis et al., 2013</xref>). <bold>(B)</bold> Example of overlapping GFs, where large GFs are computed in ventral GC modules at a low frequency (e.g., 6&#x2009;Hz), and smaller GFs in the dorsal mEC at a higher frequency (e.g., 10&#x2009;Hz) (simplified representation). Mouse position (MP)1 is at the edge of both the small GF (smGF) and the large GF (lgGF), triggering internal GC spiking at the peak of the sine wave (right). MP2 generates a partial PP from the lgGF, but a substantial PP for the smGF reaching the slack (with the descending arrows within the sine wave indication theta phase precession). MP3 is again on the edge of the lgGF but halfway to the smGF vertex, while MP4 lies on the edge of the smGF but on the vertex of the lgGF. GF, Grid field; smGF, Small GF; lg, Large GF; MP, Mouse position; PP, Phase precession; and SW, Sine wave.</p>
</caption>
<graphic xlink:href="fnins-18-1276714-g002.tif"/>
</fig>
</sec>
<sec id="sec4">
<title>Entorhinal theta phase precession and velocity integration</title>
<p>Within the hippocampal-entorhinal (HF/EC) formation, there is a prominent theta oscillation ranging from approximately 6&#x2013;11&#x2009;Hz, known as the &#x201C;local field potential&#x201D; (LFP) (<xref ref-type="bibr" rid="ref359">Vanderwolf, 1969</xref>; <xref ref-type="bibr" rid="ref96">Eggink et al., 2014</xref>). This oscillation is largely driven by the medial septum (the diagonal band of Broca, MSDB), but underlies the spatial periodicity and internal spiking properties of GCs as well (<xref ref-type="bibr" rid="ref47">Burgess et al., 2007</xref>; <xref ref-type="bibr" rid="ref113">Fyhn et al., 2007</xref>; <xref ref-type="bibr" rid="ref38">Brandon et al., 2011</xref>; <xref ref-type="bibr" rid="ref17">Barry et al., 2012</xref>; <xref ref-type="bibr" rid="ref291">Pilly and Grossberg, 2013</xref>; <xref ref-type="bibr" rid="ref326">Shay et al., 2016</xref>; <xref ref-type="bibr" rid="ref169">Jacob et al., 2017</xref>; <xref ref-type="bibr" rid="ref351">Tsanov, 2017</xref>; <xref ref-type="bibr" rid="ref178">Joshi and Somogyi, 2020</xref>). On the other side active movement stimulates GCs&#x2019; internal spiking, which increases in frequency and aligns with the LFP frequency as the vertex of the grid field is approached (<xref ref-type="bibr" rid="ref47">Burgess et al., 2007</xref>; <xref ref-type="bibr" rid="ref127">Giocomo and Hasselmo, 2008</xref>; <xref ref-type="bibr" rid="ref326">Shay et al., 2016</xref>; <xref ref-type="bibr" rid="ref134">Gu and Yakel, 2017</xref>) such that internal spikes, originating from the peak of the sine wave, descend the wave arriving the slack of the LFP sine <italic>wave</italic> by reaching the vertex of the grid <italic>field</italic>, with the leading spike&#x2019;s phase delivering mostly spatial information (<xref ref-type="bibr" rid="ref305">Reifenstein et al., 2012</xref>) (see <xref ref-type="fig" rid="fig2">Figure 2A</xref>).</p>
<p>This precession of spikes related to the LFP (i.e., relative to the sum of nearby firing cells) is termed &#x201C;theta phase precession&#x201D; (TPP) initially described in place cells (<xref ref-type="bibr" rid="ref271">O'Keefe and Recce, 1993</xref>; <xref ref-type="bibr" rid="ref328">Skaggs et al., 1996</xref>) later in GCs as well (<xref ref-type="bibr" rid="ref137">Hafting et al., 2008</xref>) and again later within the ventral striatum (<xref ref-type="bibr" rid="ref357">van der Meer and Redish, 2011</xref>; <xref ref-type="bibr" rid="ref218">Malhotra et al., 2012</xref>). As GCs&#x2019; scales compute distances, their TPP signifies distances traveled in a given time that establishes the quality of speed and therefore <italic>time</italic>, <italic>velocity</italic>, and <italic>acceleration</italic> in GC computation (<xref ref-type="bibr" rid="ref47">Burgess et al., 2007</xref>; <xref ref-type="bibr" rid="ref386">Zilli, 2012</xref>; <xref ref-type="bibr" rid="ref195">Kropff et al., 2021</xref>). In this regard, the allocentric computation of GCs introduces the concept of <italic>time</italic> into the brain (<xref ref-type="bibr" rid="ref194">Kropff et al., 2015</xref>; <xref ref-type="bibr" rid="ref154">Heys and Dombeck, 2018</xref>; <xref ref-type="bibr" rid="ref8">Alexander et al., 2020</xref>; <xref ref-type="bibr" rid="ref60">Carvalho et al., 2020</xref>; <xref ref-type="bibr" rid="ref155">Heys et al., 2020</xref>; <xref ref-type="bibr" rid="ref306">Ridler et al., 2020</xref>) (see <xref ref-type="fig" rid="fig2">Figure 2B</xref>). This is complemented by the MSDB&#x2019;s parvalbumin-positive cells modulating the entorhinal LFP&#x2019;s speed information (<xref ref-type="bibr" rid="ref210">Lepperod et al., 2021</xref>) and its glutamatergic circuit that controls the initiation and <italic>velocity</italic> of locomotion (<xref ref-type="bibr" rid="ref111">Fuhrmann et al., 2015</xref>; <xref ref-type="bibr" rid="ref179">Justus et al., 2017</xref>). I argue that the nature of GC&#x2019;s theta phase precession (TPP) misgauged in dopamine depletion accounts for bradykinesia generating the slowdown of movement (see <xref ref-type="fig" rid="fig2">Figure 2</xref>).</p>
</sec>
<sec id="sec5">
<title>The link between the striatum and the hippocampal formation</title>
<p>To translate goal-directed allocentric components into striatal egocentric self-motion computation and vice versa, the striatum and the HF/EC are effectively linked (<xref ref-type="bibr" rid="ref105">Finch et al., 1995</xref>; <xref ref-type="bibr" rid="ref350">Totterdell and Meredith, 1997</xref>; <xref ref-type="bibr" rid="ref90">Devan and White, 1999</xref>; <xref ref-type="bibr" rid="ref150">Hartley et al., 2003</xref>; <xref ref-type="bibr" rid="ref177">Johnson et al., 2007</xref>; <xref ref-type="bibr" rid="ref213">Lex and Hauber, 2010</xref>; <xref ref-type="bibr" rid="ref356">van der Meer et al., 2010</xref>; <xref ref-type="bibr" rid="ref120">Ghiglieri et al., 2011</xref>; <xref ref-type="bibr" rid="ref363">Verschure et al., 2014</xref>; <xref ref-type="bibr" rid="ref343">Stoianov et al., 2018</xref>). Constant switching takes place between them (<xref ref-type="bibr" rid="ref31">Bohbot et al., 2004</xref>; <xref ref-type="bibr" rid="ref45">Burgess, 2006</xref>; <xref ref-type="bibr" rid="ref148">Harris et al., 2012</xref>; <xref ref-type="bibr" rid="ref73">Colombo et al., 2017</xref>), a process that appears to be dopamine-dependent (<xref ref-type="bibr" rid="ref286">Penner and Mizumori, 2012</xref>) and is driven by the locus coeruleus (LC), the structure to be impaired in PD first (<xref ref-type="bibr" rid="ref160">Hornykiewicz and Kish, 1987</xref>; <xref ref-type="bibr" rid="ref119">German et al., 1992</xref>; <xref ref-type="bibr" rid="ref37">Braak et al., 2003</xref>; <xref ref-type="bibr" rid="ref379">Zarow et al., 2003</xref>; <xref ref-type="bibr" rid="ref36">Braak and Del Tredici, 2017</xref>; <xref ref-type="bibr" rid="ref362">Vermeiren and De Deyn, 2017</xref>; <xref ref-type="bibr" rid="ref251">Nahimi et al., 2018</xref>; <xref ref-type="bibr" rid="ref269">Oertel et al., 2019</xref>; <xref ref-type="bibr" rid="ref128">Giorgi et al., 2020</xref>; <xref ref-type="bibr" rid="ref383">Zhou et al., 2021</xref>) (see <xref ref-type="fig" rid="fig3">Figure 3</xref>). Damage to connecting fibers between the striatum and the HF/EC, the striato-HF/EC loop, disrupts precise navigation in open environments (<xref ref-type="bibr" rid="ref89">Devan et al., 1996</xref>; <xref ref-type="bibr" rid="ref131">Gorny et al., 2002</xref>) and the deactivation of one side tends to increase the compensatory use of the other (<xref ref-type="bibr" rid="ref279">Packard and McGaugh, 1996</xref>; <xref ref-type="bibr" rid="ref164">Igloi et al., 2009</xref>; <xref ref-type="bibr" rid="ref333">Sodums and Bohbot, 2020</xref>) with the LC playing a crucial role in creating spatial representations especially sensitive to environmental novelty (<xref ref-type="bibr" rid="ref148">Harris et al., 2012</xref>; <xref ref-type="bibr" rid="ref346">Takeuchi et al., 2016</xref>; <xref ref-type="bibr" rid="ref313">Ruggiero et al., 2018</xref>; <xref ref-type="bibr" rid="ref382">Zhong and Moffat, 2018</xref>).</p>
<fig position="float" id="fig3">
<label>Figure 3</label>
<caption>
<p>The striato-HF/EC loop with its central hubs. Fragmentary visualization of central hubs dedicated to the basal ganglia and the allocentric brain. The LC balances the striato-HF/EC loop, the HF/EC primarily receives dopaminergic signals from the VTA, the striatum from SNpc. The LC drives the MSDB and the PPN as well driving the HF/EC with grid cells and its LFP (sine wave). The PPN has strong connections with the striatum, modulating the SNpc and VTA (<xref ref-type="bibr" rid="ref108">Floresco et al., 2003</xref>; <xref ref-type="bibr" rid="ref233">Mena-Segovia et al., 2004</xref>; <xref ref-type="bibr" rid="ref355">Valencia et al., 2014</xref>; <xref ref-type="bibr" rid="ref309">Roseberry et al., 2016</xref>; <xref ref-type="bibr" rid="ref232">Mena-Segovia and Bolam, 2017</xref>), yet also powerful projections via the MSDB coding mEC speed cells controlling the initiation of locomotion (<xref ref-type="bibr" rid="ref111">Fuhrmann et al., 2015</xref>). The PPN can be powered by the pallidum and the STN as well. In general, hubs, which are closely related to PD, are heavily involved in the allocentric brain.</p>
</caption>
<graphic xlink:href="fnins-18-1276714-g003.tif"/>
</fig>
<p>For both the striatum and the HF/EC, dopamine is supplied from mesencephalic structures&#x2014;which undergo loss of dopaminergic neurons in PD (<xref ref-type="bibr" rid="ref30">Bogerts et al., 1983</xref>; <xref ref-type="bibr" rid="ref3">Akil and Lewis, 1993</xref>; <xref ref-type="bibr" rid="ref176">Jin et al., 2019</xref>). Whereas the dorsal striatum is primarily supplied by the substantia nigra pars compacta (SNpc), HF/EC mainly receives dopamine from the ventral tegmental area (VTA) (<xref ref-type="bibr" rid="ref321">Scatton et al., 1980</xref>; <xref ref-type="bibr" rid="ref265">Oades and Halliday, 1987</xref>; <xref ref-type="bibr" rid="ref116">Gasbarri et al., 1997</xref>; <xref ref-type="bibr" rid="ref310">Rosen et al., 2015</xref>) (see <xref ref-type="fig" rid="fig3">Figure 3</xref>). Although dopamine depletion is comparable in early PD, the VTA dopamine supply exhibits higher inter-subject variability (<xref ref-type="bibr" rid="ref52">Caminiti et al., 2017</xref>; <xref ref-type="bibr" rid="ref34">Bortz and Grace, 2018</xref>).</p>
</sec>
<sec id="sec6">
<title>Altered somatotopy disrupts body representation</title>
<p>The striatal side of the striato-HF/EC loop with its ontogenetic optimized sensorimotor SBPs undergoes an up to <italic>16-fold</italic> decrease in PD (<xref ref-type="bibr" rid="ref67">Cho et al., 2002</xref>). This results in SBPs becoming responsible for not one but as many as three or five body parts, becoming fragmented, existing in clusters or isolated cells outside their diminished former clusters (&#x201C;satellite potentials&#x201D;) (<xref ref-type="bibr" rid="ref67">Cho et al., 2002</xref>; <xref ref-type="bibr" rid="ref266">Obeso et al., 2008a</xref>; <xref ref-type="bibr" rid="ref39">Bronfeld and Bar-Gad, 2011</xref>; <xref ref-type="bibr" rid="ref72">Coffey et al., 2016</xref>). There was the argument that these (striatal) &#x201C;distorted internal body representations&#x2026; may contribute to bradykinesia, impaired movement scaling, and the strong reliance on visual feedback&#x201D; (<xref ref-type="bibr" rid="ref74">Contreras-Vidal and Gold, 2004</xref>, p 505) that seems to be much more attributable to the other side of the striato-HF/EC loop: the GCs with (1) their (distance) scaling properties, (2) their reference to time and velocity (<xref ref-type="bibr" rid="ref194">Kropff et al., 2015</xref>; <xref ref-type="bibr" rid="ref154">Heys and Dombeck, 2018</xref>; <xref ref-type="bibr" rid="ref60">Carvalho et al., 2020</xref>; <xref ref-type="bibr" rid="ref155">Heys et al., 2020</xref>), and (3) their ligation to external landmarks/cues, with visual cues being the most influential (<xref ref-type="bibr" rid="ref216">Maaswinkel and Whishaw, 1999</xref>; <xref ref-type="bibr" rid="ref144">Hardcastle et al., 2015</xref>; <xref ref-type="bibr" rid="ref340">Stensola et al., 2015</xref>; <xref ref-type="bibr" rid="ref65">Chen et al., 2016</xref>; <xref ref-type="bibr" rid="ref288">Perez-Escobar et al., 2016</xref>; <xref ref-type="bibr" rid="ref53">Campbell et al., 2018</xref>; <xref ref-type="bibr" rid="ref184">Keinath et al., 2018</xref>; <xref ref-type="bibr" rid="ref246">Mosheiff and Burak, 2019</xref>; <xref ref-type="bibr" rid="ref188">Kinkhabwala et al., 2020</xref>).</p>
<p>Compared to the striatal system, the ontogenetically young GC system is highly malleable in its physiological state already (<xref ref-type="bibr" rid="ref18">Barry et al., 2007</xref>; <xref ref-type="bibr" rid="ref201">Langston et al., 2010</xref>; <xref ref-type="bibr" rid="ref368">Wills et al., 2010</xref>; <xref ref-type="bibr" rid="ref341">Stensola et al., 2012</xref>; <xref ref-type="bibr" rid="ref197">Krupic et al., 2015</xref>; <xref ref-type="bibr" rid="ref202">Latuske et al., 2015</xref>; <xref ref-type="bibr" rid="ref94">Dunn et al., 2017</xref>; <xref ref-type="bibr" rid="ref167">Ismakov et al., 2017</xref>). Thus, disruptive shifts occur in GCs, with half of grid cells changing to multiple distance and time computations (<xref ref-type="bibr" rid="ref193">Kraus et al., 2015</xref>), compressing (<xref ref-type="bibr" rid="ref302">Raudies and Hasselmo, 2015</xref>), skipping (<xref ref-type="bibr" rid="ref86">Deshmukh et al., 2010</xref>), or even getting lost their grid fields. Even <italic>partial</italic> inactivation may be enough to disturb allocentric computing, necessitating <italic>complete spatial allocentric remapping</italic> (<xref ref-type="bibr" rid="ref234">Miao et al., 2015</xref>; <xref ref-type="bibr" rid="ref312">Rueckemann et al., 2016</xref>; <xref ref-type="bibr" rid="ref319">Savelli et al., 2017</xref>). It is only their robust redundancy and the pooling of all information that allow the complete spatial function of GCs (<xref ref-type="bibr" rid="ref305">Reifenstein et al., 2012</xref>). The recent discovery of an aperiodic 3D GC pattern in flying bats (<xref ref-type="bibr" rid="ref125">Ginosar et al., 2021</xref>) implies that there are far more inconsistencies in the real 3D world than in the 2D lattice mazes that shape our current understanding of GCs.</p>
</sec>
</sec>
<sec id="sec7">
<title>Hypotheses: dopamine-depleted grid cells evoke Parkinson&#x2019;s symptoms</title>
<p>We are all too familiar with the debilitating symptoms of PD, yet how they manifest within the framework of the BG-focused box-and-arrow model remains a mystery (<xref ref-type="bibr" rid="ref239">Mink, 1996</xref>; <xref ref-type="bibr" rid="ref40">Brown and Marsden, 1998</xref>; <xref ref-type="bibr" rid="ref242">Montgomery, 2011</xref>). In contrast, when considering the allocentric brain with its grid cells in particular, PD symptoms seem to be self-explanatory, as will be shown below.</p>
<sec id="sec8">
<title>&#x201C;Conceptual hypometria&#x201D; as a fundamental symptom in PD</title>
<p>Hypometria may not be the first symptom we bear in mind when discussing PD, but it serves to introduce some key ideas. Just think of clinical signs of hypometria in PD patients, including perceiving distances as shorter (<xref ref-type="bibr" rid="ref84">Demirci et al., 1997</xref>; <xref ref-type="bibr" rid="ref180">Kabasakalian et al., 2013</xref>), failing to reach far enough when trying to grasp objects (<xref ref-type="bibr" rid="ref191">Klockgether and Dichgans, 1994</xref>; <xref ref-type="bibr" rid="ref199">Kulkarni et al., 2013</xref>; <xref ref-type="bibr" rid="ref315">Ryckewaert et al., 2015</xref>), underestimating the sizes of objects and openings (<xref ref-type="bibr" rid="ref146">Harris et al., 2003</xref>; <xref ref-type="bibr" rid="ref377">Young et al., 2010</xref>; <xref ref-type="bibr" rid="ref331">Smith et al., 2011</xref>; <xref ref-type="bibr" rid="ref203">Laudate et al., 2013</xref>), and an impaired ability to perceive large spatial configurations (<xref ref-type="bibr" rid="ref14">Barrett et al., 2001</xref>; <xref ref-type="bibr" rid="ref23">Bernardinis et al., 2018</xref>). Therefore, it has been argued that in PD &#x201C;the sensorimotor apparatus is &#x2018;set smaller&#x2019;&#x201D; (<xref ref-type="bibr" rid="ref84">Demirci et al., 1997</xref>) in line with a constriction of the &#x201C;perception of <italic>extrapersonal</italic> space&#x201D; or a <italic>virtual compressed space</italic> (<xref ref-type="bibr" rid="ref207">Lee et al., 1998</xref>, <xref ref-type="bibr" rid="ref206">2001b</xref>; <xref ref-type="bibr" rid="ref80">Davidsdottir et al., 2008</xref>). This has led to the postulation of not only a virtual egocentric but allocentric hypometria in PD, termed &#x201C;conceptual hypometria&#x201D; (<xref ref-type="bibr" rid="ref329">Skidmore et al., 2009</xref>; <xref ref-type="bibr" rid="ref180">Kabasakalian et al., 2013</xref>).</p>
<p>Given that GCs represent external space virtually, their dwindling in the context of dopamine depletion (DD) (see above for mEC dopamine receptors; <xref ref-type="bibr" rid="ref103">Fallon et al., 1978</xref>; <xref ref-type="bibr" rid="ref3">Akil and Lewis, 1993</xref>; <xref ref-type="bibr" rid="ref214">Li et al., 2015</xref>) would first and foremost weaken the large spatial allocentric representation because ventral GCs, which represent large spatial scaling, are sparse (<xref ref-type="bibr" rid="ref41">Brun et al., 2008</xref>; <xref ref-type="bibr" rid="ref46">Burgess, 2008</xref>; <xref ref-type="bibr" rid="ref173">Jeewajee et al., 2008</xref>), have a lower signal-to-noise ratio (<xref ref-type="bibr" rid="ref13">Bant et al., 2020</xref>), and occasionally get lost or switched off (<xref ref-type="bibr" rid="ref53">Campbell et al., 2018</xref>) in their physiological status already limiting large grid field computations, but favoring smaller ones.</p>
<p>Furthermore, if the mechanisms of TPP (see above), which normally record the time spent crossing a grid field, are detached from other consistent information or even become inverted in DD, they may signal premature or mistaken spiking. In particular, as the leading GC&#x2019;s spike yields a clear signature of TPP (<xref ref-type="bibr" rid="ref305">Reifenstein et al., 2012</xref>), the system might become more volatile with its disinhibition, generating an &#x201C;already reached&#x201D; or &#x201C;closer than&#x201D; signal and thus restricting the virtual space and impacting the forward planning of velocity (see <xref ref-type="fig" rid="fig4">Figure 4</xref>).</p>
<fig position="float" id="fig4">
<label>Figure 4</label>
<caption>
<p>Diagram depicting the idea of &#x201C;conceptual hypometria.&#x201D; Building upon <xref ref-type="fig" rid="fig2">Figure 2B</xref>, this image demonstrates the effects of losing slower GC modules (dotted sine wave; SW), which increasingly accelerates the remaining ones [shifting from the outer toward the inner small SWs (SW 1 <inline-graphic xlink:href="fnins-18-1276714-i001.tif"/> 2)]. If the internal firing frequency were to remain constant, the spikes would arrive earlier on the left-hand ascending slope of the fastened and downscaled SW (SW 2), potentially exacerbated by a loss of LFP stability. For spike s, the rise (g2) is smaller in the accelerated SW compared to the original slope (g1). Whereas signal t1 from the stable SW indicates that there is still some distance to cover, t2 of the weakened SW 2 signals &#x201C;already reached,&#x201D; substantiating the hypothesis of &#x201C;conceptual hypometria.&#x201D;</p>
</caption>
<graphic xlink:href="fnins-18-1276714-g004.tif"/>
</fig>
<p>All in all, this supports the idea of a downsized allocentric virtual space, in the sense of &#x201C;conceptual hypometria.&#x201D; Note that GC function also deteriorates under social conditions due to an increased GC firing rate (<xref ref-type="bibr" rid="ref372">Xu et al., 2022</xref>), which is not further elaborated on in this paper.</p>
</sec>
<sec id="sec9">
<title>Bradykinesia</title>
<p>Bradykinesia, one of the primary and most debilitating motor symptoms of PD, is characterized by a marked <italic>slowness</italic> of movement (<xref ref-type="bibr" rid="ref221">Marsden, 1989</xref>). This symptom has been postulated to arise from the inhibition of the primary motor cortex, a consequence of the overstimulation of the globus pallidus internus (GPi) (<xref ref-type="bibr" rid="ref21">Berardelli et al., 2001</xref>; <xref ref-type="bibr" rid="ref336">Spiegel et al., 2007</xref>; <xref ref-type="bibr" rid="ref240">Moccia et al., 2014</xref>). However, the validity of this model is challenged by the fact that GPi inactivation improves not just bradykinesia, but also its antithesis, L-dopa-induced dyskinesia (LID, see below) (<xref ref-type="bibr" rid="ref200">Laitinen et al., 1992</xref>; <xref ref-type="bibr" rid="ref40">Brown and Marsden, 1998</xref>). Consequently, doubt persists regarding this explanation and the model in general (<xref ref-type="bibr" rid="ref267">Obeso et al., 2008b</xref>; <xref ref-type="bibr" rid="ref33">Bologna et al., 2020</xref>).</p>
<p>As described above, the concept of time is conveyed to the brain via GCs&#x2019; TPP (<xref ref-type="bibr" rid="ref147">Harris et al., 2002</xref>; <xref ref-type="bibr" rid="ref318">Sargolini et al., 2006</xref>; <xref ref-type="bibr" rid="ref46">Burgess, 2008</xref>; <xref ref-type="bibr" rid="ref137">Hafting et al., 2008</xref>; <xref ref-type="bibr" rid="ref70">Climer et al., 2013</xref>; <xref ref-type="bibr" rid="ref98">Eichenbaum, 2014</xref>; <xref ref-type="bibr" rid="ref193">Kraus et al., 2015</xref>; <xref ref-type="bibr" rid="ref194">Kropff et al., 2015</xref>; <xref ref-type="bibr" rid="ref323">Schlesiger et al., 2015</xref>; <xref ref-type="bibr" rid="ref145">Hardcastle et al., 2017</xref>; <xref ref-type="bibr" rid="ref154">Heys and Dombeck, 2018</xref>; <xref ref-type="bibr" rid="ref352">Tsao et al., 2018</xref>; <xref ref-type="bibr" rid="ref374">Ye et al., 2018</xref>; <xref ref-type="bibr" rid="ref168">Jacob et al., 2019</xref>; <xref ref-type="bibr" rid="ref60">Carvalho et al., 2020</xref>; <xref ref-type="bibr" rid="ref155">Heys et al., 2020</xref>). As an animal moves faster or even accelerates its movement, the internal firing/spiking of grid cells occurs earlier in their physiological state. However, when faced with an errant <italic>virtual</italic> hypometria (see above), the GCs signal as if the animal has moved a greater distance than it actually has what would compute a demand note to slow down or even to stop movement altogether. Bradykinesia could therefore be a secondary effect of &#x201C;conceptual hypometria&#x201D; (see above and <xref ref-type="fig" rid="fig4">Figure 4</xref>), arguing for limb movements as well as for whole body motion (see below for limitations).</p>
<p>Furthermore, to introduce time into the brain, there are discrete &#x201C;speed cells&#x201D; found in GC formation&#x2014;mainly fast-spiking interneurons, which constitute about 15% of layer II mEC cells (<xref ref-type="bibr" rid="ref75">Couey et al., 2013</xref>; <xref ref-type="bibr" rid="ref43">Buetfering et al., 2014</xref>; <xref ref-type="bibr" rid="ref194">Kropff et al., 2015</xref>). These speed cells are driven externally by neurons from the pedunculopontine nucleus (PPN) and are highly correlated with <italic>future</italic> speed (<xref ref-type="bibr" rid="ref308">Rolland et al., 2009</xref>; <xref ref-type="bibr" rid="ref317">Ryczko et al., 2013</xref>; <xref ref-type="bibr" rid="ref316">Ryczko and Dubuc, 2017</xref>), the PPN again modulating neurons in the MSDB (<xref ref-type="bibr" rid="ref179">Justus et al., 2017</xref>; <xref ref-type="bibr" rid="ref60">Carvalho et al., 2020</xref>). The PPN and MSDB are, in turn, both influenced by the LC and dopamine, with the MSDB containing cells that fluctuate as a function of running speed (<xref ref-type="bibr" rid="ref384">Zhou et al., 1999</xref>; see <xref ref-type="fig" rid="fig3">Figure 3</xref>).</p>
<p>In dopamine-deficient conditions, grid and speed cells may lose their anticipatory internal spiking functions. This suggests that grid cells (GCs) have a harder time calculating the upcoming grid field, which is essential for transitioning from the current position to the next, or as Tukker and coworkers write, that changing properties of the grids in altered or novel environments might limit their representational capacity (<xref ref-type="bibr" rid="ref353">Tukker et al., 2022</xref>), not to mention turbulences caused by dopamine deficiency (DD) of the weakened grid cells themselves, or their decoupling from the striatal egocentric counterpart (see for GC&#x2019;s malleability above), negatively affecting their accelerating and computational properties promoting bradykinesia.</p>
<p>At the same time, speed cells may become disconnected from future movement (<xref ref-type="bibr" rid="ref194">Kropff et al., 2015</xref>; <xref ref-type="bibr" rid="ref374">Ye et al., 2018</xref>). Coupled with the potentially inaccurate activity of the fusimotor system, which acts as a &#x201C;forward sensory model&#x201D; too (<xref ref-type="bibr" rid="ref92">Dimitriou and Edin, 2010</xref>), this can lead to a decrease in movement speed, resulting in bradykinesia.</p>
</sec>
<sec id="sec10">
<title>Kinesia paradoxa</title>
<p>Kinesia paradoxa (KP) refers to the abrupt shift from bradykinetic to normal velocity, typically brought about by an external cue (<xref ref-type="bibr" rid="ref129">Glickstein and Stein, 1991</xref>; <xref ref-type="bibr" rid="ref93">Distler et al., 2016</xref>; <xref ref-type="bibr" rid="ref95">Duysens and Nonnekes, 2021</xref>). As GCs are thought to generate multiple speed computations (<xref ref-type="bibr" rid="ref173">Jeewajee et al., 2008</xref>; <xref ref-type="bibr" rid="ref193">Kraus et al., 2015</xref>; <xref ref-type="bibr" rid="ref156">Hinman et al., 2016</xref>) for example by skipping theta cycles (<xref ref-type="bibr" rid="ref86">Deshmukh et al., 2010</xref>; <xref ref-type="bibr" rid="ref193">Kraus et al., 2015</xref>), see above, the phenomenon of KP can also be comprehended from the GC&#x2019;s perspective. Skipping from slow to &#x201C;normal velocity&#x201D; is probably facilitated by the noradrenergic LC, which allows for &#x201C;rapid behavioral adaptation to changing <italic>environmental</italic> and (unpredicted) imperatives&#x201D; (<xref ref-type="bibr" rid="ref12">Aston-Jones and Bloom, 1981</xref>; <xref ref-type="bibr" rid="ref35">Bouret and Sara, 2005</xref>), additionally supported by the PPN (<xref ref-type="bibr" rid="ref60">Carvalho et al., 2020</xref>), which plays a role in escape responses (<xref ref-type="bibr" rid="ref51">Caggiano et al., 2018</xref>) and drives both grid and speed cells.</p>
</sec>
<sec id="sec11">
<title>Sequence effect</title>
<p>The sequence effect (SE) is a clinical term denoting the <italic>progressive</italic> shortening of step length observed during repetitive movements influencing handwriting, gait, and speech (<xref ref-type="bibr" rid="ref20">Benecke et al., 1987</xref>; <xref ref-type="bibr" rid="ref2">Agostino et al., 1992</xref>; <xref ref-type="bibr" rid="ref163">Iansek et al., 2006</xref>; <xref ref-type="bibr" rid="ref370">Wu et al., 2016</xref>). The SE does not improve with dopamine supply (<xref ref-type="bibr" rid="ref181">Kang et al., 2010</xref>; <xref ref-type="bibr" rid="ref209">Lee et al., 2015</xref>; <xref ref-type="bibr" rid="ref33">Bologna et al., 2020</xref>), but tends to occur less frequently in advanced PD (<xref ref-type="bibr" rid="ref32">Bologna et al., 2016</xref>) and responds positively to visual cues (<xref ref-type="bibr" rid="ref163">Iansek et al., 2006</xref>; <xref ref-type="bibr" rid="ref349">Tinaz et al., 2016</xref>). From an allocentric standpoint, this phenomenon could be seen as a form of self-perpetuating hypometria, possibly resulting from the continuous depletion of larger and more susceptible GCs or from a self-reinforcing mechanism focusing on smaller dimensions (this will be further discussed below).</p>
</sec>
<sec id="sec12">
<title>Festination</title>
<p>Festination, another fascinating parkinsonian paradox, refers to &#x201C;a progressive shortening of step length, in that case accompanied by a compensatory <italic>increase in cadence</italic>&#x201D; (<xref ref-type="bibr" rid="ref163">Iansek et al., 2006</xref>; <xref ref-type="bibr" rid="ref260">Nonnekes et al., 2019a</xref>), affecting handwriting and speech (<xref ref-type="bibr" rid="ref224">Martin et al., 1994</xref>; <xref ref-type="bibr" rid="ref123">Giladi et al., 2001</xref>; <xref ref-type="bibr" rid="ref243">Moreau et al., 2007</xref>; <xref ref-type="bibr" rid="ref263">Nutt et al., 2011</xref>) as well. Festination essentially embodies GCs&#x2019; characteristics by reducing amplitudes and generating faster speed computations (<xref ref-type="bibr" rid="ref173">Jeewajee et al., 2008</xref>; <xref ref-type="bibr" rid="ref193">Kraus et al., 2015</xref>; <xref ref-type="bibr" rid="ref156">Hinman et al., 2016</xref>). In simpler terms, it equates to pacing in smaller grid fields with compensatory acceleration for the increased cadence (<xref ref-type="bibr" rid="ref173">Jeewajee et al., 2008</xref>; <xref ref-type="bibr" rid="ref193">Kraus et al., 2015</xref>; <xref ref-type="bibr" rid="ref156">Hinman et al., 2016</xref>; <xref ref-type="bibr" rid="ref195">Kropff et al., 2021</xref>) &#x2013; the last contradicting being <italic>brady-</italic>kinetic observed such as in freezing episodes and trembling (see below).</p>
</sec>
<sec id="sec13">
<title>Micrographia</title>
<p>Micrographia is defined as an &#x201C;obvious reduction in the size of letters&#x201D; in handwriting. This symptom is observed in up to three quarters of PD patients (<xref ref-type="bibr" rid="ref172">Jarzebska, 2006</xref>; <xref ref-type="bibr" rid="ref365">Wagle Shukla et al., 2012</xref>), with about two thirds exhibiting a waning amplitude (<xref ref-type="bibr" rid="ref380">Zham et al., 2019</xref>) known as progressive micrographia. This pattern is strikingly similar to the SE, as opposed to continuous micrographia (<xref ref-type="bibr" rid="ref189">Kinnier Wilson, 1925</xref>; <xref ref-type="bibr" rid="ref166">Inzelberg et al., 2016</xref>; <xref ref-type="bibr" rid="ref370">Wu et al., 2016</xref>), which appears more hypometric. Importantly, micrographia can be improved with visual cues such as markers or lines (<xref ref-type="bibr" rid="ref230">McLennan et al., 1972</xref>; <xref ref-type="bibr" rid="ref276">Oliveira et al., 1997</xref>; <xref ref-type="bibr" rid="ref42">Bryant et al., 2010</xref>).</p>
<p>An early study on micrographia argued that it &#x201C;seems to be a compression of words into insufficient space&#x201D; (<xref ref-type="bibr" rid="ref230">McLennan et al., 1972</xref>), thus drawing an early connection to the concept of external (virtual hypometric) space. Hypothetically, if the first letters written are related to the external space, the following ones could lose their external spacing for two reasons. Firstly, writing is predominantly an egocentric activity that can overlook its allocentric calibration. Secondly, due to the enlarged SBPs, continuous calibration to a virtual oversized writing gesture occurs, in comparison to an egocentrically represented previous letter (this effect is more pronounced in progressive micrographia).</p>
</sec>
<sec id="sec14">
<title>Cueing in PD</title>
<p>The utilization of external cues has long been recognized as a powerful tool to improve PD motor symptoms (<xref ref-type="bibr" rid="ref223">Martin, 1967</xref>; <xref ref-type="bibr" rid="ref348">Thaut et al., 1996</xref>; <xref ref-type="bibr" rid="ref48">Burleigh-Jacobs et al., 1997</xref>; <xref ref-type="bibr" rid="ref215">Lim et al., 2005</xref>; <xref ref-type="bibr" rid="ref258">Nieuwboer, 2008</xref>; <xref ref-type="bibr" rid="ref82">Delval et al., 2014</xref>; <xref ref-type="bibr" rid="ref228">McCandless et al., 2016</xref>; <xref ref-type="bibr" rid="ref124">Ginis et al., 2018</xref>; <xref ref-type="bibr" rid="ref261">Nonnekes et al., 2019b</xref>). Flowers argued that &#x201C;it seems as if the Parkinsonian subject does not seem to &#x2018;know&#x2019; where his hand is <italic>in space nor in relation</italic> to other objects, and so must continuously <italic>monitor visually</italic> both his own movement and the <italic>external world</italic> to maintain control&#x201D; (<xref ref-type="bibr" rid="ref109">Flowers, 1976</xref>; p. 305). This observation anticipates the underlying egocentric and allocentric structures. When considering cueing and visual guiding in PD, classical PD models offer little insight, but there is evidence pointing to the GC&#x2019;s significant dependency on external cues (<xref ref-type="bibr" rid="ref144">Hardcastle et al., 2015</xref>; <xref ref-type="bibr" rid="ref65">Chen et al., 2016</xref>; <xref ref-type="bibr" rid="ref288">Perez-Escobar et al., 2016</xref>; <xref ref-type="bibr" rid="ref53">Campbell et al., 2018</xref>; <xref ref-type="bibr" rid="ref246">Mosheiff and Burak, 2019</xref>; <xref ref-type="bibr" rid="ref79">Dannenberg et al., 2020</xref>). This is especially true for visually driven cues (<xref ref-type="bibr" rid="ref216">Maaswinkel and Whishaw, 1999</xref>; <xref ref-type="bibr" rid="ref64">Chen et al., 2013</xref>; <xref ref-type="bibr" rid="ref188">Kinkhabwala et al., 2020</xref>), such as transverse bars, a laser beam, or a companion&#x2019;s foot, which can enhance movement speed and accuracy, and thereby alleviate freezing of gait (FOG, see below) (<xref ref-type="bibr" rid="ref118">Georgiou et al., 1994</xref>; <xref ref-type="bibr" rid="ref262">Nonnekes et al., 2015</xref>; <xref ref-type="bibr" rid="ref124">Ginis et al., 2018</xref>).</p>
<p>For visual cueing, the mEC not only receives robust input from visuospatial regions (<xref ref-type="bibr" rid="ref49">Burwell and Amaral, 1998</xref>) but also <italic>direct visual input</italic> from &#x201C;intrinsic mEC visual cue cells&#x201D; (<xref ref-type="bibr" rid="ref188">Kinkhabwala et al., 2020</xref>), object-vector (OV) cells responding to visual contrasts (<xref ref-type="bibr" rid="ref186">Killian et al., 2012</xref>; <xref ref-type="bibr" rid="ref62">Casali et al., 2018</xref>; <xref ref-type="bibr" rid="ref10">Andersson et al., 2021</xref>), and cells responsible for gaze position (<xref ref-type="bibr" rid="ref231">Meister and Buffalo, 2018</xref>). The latter could be the allocentric counterpart of or be reinforced by visual streaming via the (egocentric) oculomotor loop (<xref ref-type="bibr" rid="ref7">Alexander et al., 1986</xref>; <xref ref-type="bibr" rid="ref110">Fooken and Spering, 2020</xref>).</p>
</sec>
<sec id="sec15">
<title>Freezing of gait</title>
<p>One of the most debilitating symptoms of PD is freezing of gait (FOG), which is characterized by a sudden, transient inability to initiate effective steps, whether when beginning to move (&#x201C;start hesitation&#x201D;), turning, or continuing to move (<xref ref-type="bibr" rid="ref300">Rahman et al., 2008</xref>; <xref ref-type="bibr" rid="ref204">Lebold and Almeida, 2010</xref>; <xref ref-type="bibr" rid="ref360">Vercruysse et al., 2014</xref>; <xref ref-type="bibr" rid="ref225">Matar et al., 2019</xref>). It often occurs when adapting to new forms of locomotion, encountering specific obstacles, or managing a spatial constriction through visual or proprioceptive input (<xref ref-type="bibr" rid="ref122">Giladi and Nieuwboer, 2008</xref>; <xref ref-type="bibr" rid="ref9">Almeida and Lebold, 2010</xref>; <xref ref-type="bibr" rid="ref263">Nutt et al., 2011</xref>; <xref ref-type="bibr" rid="ref225">Matar et al., 2019</xref>). FOG is notably associated with spatial references, particularly the grid field&#x2019;s faced floor as occurs when &#x201C;stepping from one type of surface to another&#x201D; (Freezing; <xref ref-type="bibr" rid="ref282">Parkinson&#x2019;s Foundation, n.d.</xref>).</p>
<p>It has previously been suggested that a &#x201C;disruption of the representation of external space&#x201D; contributes to FOG (<xref ref-type="bibr" rid="ref205">Lee et al., 2001a</xref>; <xref ref-type="bibr" rid="ref9">Almeida and Lebold, 2010</xref>), pointing again to the role of the allocentric brain. Without sufficient computing the current and the subsequent grid field to facilitate the transition from one to the next&#x2014;a mechanism seen in place cells (<xref ref-type="bibr" rid="ref335">Souza and Tort, 2017</xref>)&#x2014;one might feel &#x201C;lost in space&#x201D; or as if &#x201C;stepping into the void.&#x201D; FOG is often paradoxically paired with an increased cadence and uncoordinated trembling of the knees (<xref ref-type="bibr" rid="ref151">Hausdorff et al., 2003</xref>; <xref ref-type="bibr" rid="ref322">Schaafsma et al., 2003</xref>; <xref ref-type="bibr" rid="ref163">Iansek et al., 2006</xref>; <xref ref-type="bibr" rid="ref171">Jacobs et al., 2009</xref>; <xref ref-type="bibr" rid="ref263">Nutt et al., 2011</xref>), which contradicts the notion of being purely <italic>hypo-or brady</italic>kinetic. These expressions align with the clinical manifestations of FOG (<xref ref-type="bibr" rid="ref252">Nakamura et al., 1978</xref>; <xref ref-type="bibr" rid="ref151">Hausdorff et al., 2003</xref>; <xref ref-type="bibr" rid="ref293">Plotnik et al., 2005</xref>; <xref ref-type="bibr" rid="ref272">Okuma, 2006</xref>; <xref ref-type="bibr" rid="ref294">Plotnik and Hausdorff, 2008</xref>; <xref ref-type="bibr" rid="ref171">Jacobs et al., 2009</xref>; <xref ref-type="bibr" rid="ref9">Almeida and Lebold, 2010</xref>; <xref ref-type="bibr" rid="ref304">Rehman et al., 2019</xref>).</p>
<p>Turning&#x2014;a movement that often triggers freezing (<xref ref-type="bibr" rid="ref322">Schaafsma et al., 2003</xref>; <xref ref-type="bibr" rid="ref337">Spildooren et al., 2010</xref>; <xref ref-type="bibr" rid="ref219">Mancini et al., 2017</xref>; <xref ref-type="bibr" rid="ref281">Park et al., 2020</xref>)&#x2014;relies on GCs maintaining consistent interaction with the floor (see GC <italic>phases</italic>) and on conjunctive cells, a fusion of grid and head direction cells, computing turning properties (<xref ref-type="bibr" rid="ref318">Sargolini et al., 2006</xref>; <xref ref-type="bibr" rid="ref183">Keinath, 2016</xref>). Internal disturbances of grid and conjunctive cells may disrupt their rotational properties, being &#x201C;lost in space&#x201D; or tethering them more closely to environmental borders (see below for the bottleneck phenomenon) (<xref ref-type="bibr" rid="ref197">Krupic et al., 2015</xref>; <xref ref-type="bibr" rid="ref340">Stensola et al., 2015</xref>) and thereby precluding turning. Overall, freezing may result from an overload of movement computation in a disturbed allocentric virtual computation (<xref ref-type="bibr" rid="ref353">Tukker et al., 2022</xref>), particularly during turning when the linearity of grid fields is abandoned.</p>
<p>Freezing of gait typically lasts a matter of seconds or even minutes, aligning with the observation that dramatic GC disruption can even persist for weeks in healthy rats (<xref ref-type="bibr" rid="ref319">Savelli et al., 2017</xref>). FOG is likely to persist until compensation strategies, such as cueing, are initiated (see above) (<xref ref-type="bibr" rid="ref205">Lee et al., 2001a</xref>; <xref ref-type="bibr" rid="ref322">Schaafsma et al., 2003</xref>; <xref ref-type="bibr" rid="ref215">Lim et al., 2005</xref>; <xref ref-type="bibr" rid="ref258">Nieuwboer, 2008</xref>; <xref ref-type="bibr" rid="ref124">Ginis et al., 2018</xref>; <xref ref-type="bibr" rid="ref261">Nonnekes et al., 2019b</xref>), helping to reconcile and surpass the GC&#x2019;s ambiguity level (<xref ref-type="bibr" rid="ref58">Carpenter and Barry, 2016</xref>; <xref ref-type="bibr" rid="ref319">Savelli et al., 2017</xref>).</p>
<p>Remarkably, there have been reports of patients who were able to ride a bicycle directly out of a FOG episode (while standing on the floor) (<xref ref-type="bibr" rid="ref332">Snijders et al., 2011</xref>; <xref ref-type="bibr" rid="ref185">Kikuchi et al., 2014</xref>). This lends support to the idea that FOG is not simply a manifestation of bradykinesia, but that moving away from the disconcerting tessellating floor could resolve the computational deadlock (Freezing; <xref ref-type="bibr" rid="ref282">Parkinson&#x2019;s Foundation, n.d.</xref>). Further highlighting the allocentric brain&#x2019;s responsiveness to cueing (see above), festination can be improved with spatial cues, especially visual ones (<xref ref-type="bibr" rid="ref224">Martin et al., 1994</xref>; <xref ref-type="bibr" rid="ref260">Nonnekes et al., 2019a</xref>).</p>
<p>The anatomic structure most commonly associated with FOG is the pedunculopontine nucleus (PPN) (<xref ref-type="bibr" rid="ref212">Lewis and Barker, 2009</xref>; <xref ref-type="bibr" rid="ref364">Virmani et al., 2019</xref>; <xref ref-type="bibr" rid="ref77">Craig et al., 2020</xref>) that&#x2014;from the allocentric view&#x2014;drives mEC speed cells (see above and <xref ref-type="fig" rid="fig4">Figure 4</xref>), projects strongly via the MSDB to <italic>control the initiation of locomotion</italic> (<xref ref-type="bibr" rid="ref111">Fuhrmann et al., 2015</xref>), and determines locomotor speed and gait selection (<xref ref-type="bibr" rid="ref51">Caggiano et al., 2018</xref>; <xref ref-type="bibr" rid="ref60">Carvalho et al., 2020</xref>).</p>
</sec>
<sec id="sec16">
<title>The bottleneck phenomenon</title>
<p>Here I discuss a special form of FOG, the bottleneck phenomenon (BNP), which is characterized by a halt or freeze before entering narrow spaces or passageways, or even when navigating close to the edge of a table (<xref ref-type="bibr" rid="ref76">Cowie et al., 2012</xref>; <xref ref-type="bibr" rid="ref130">Gomez-Jordana et al., 2018</xref>; <xref ref-type="bibr" rid="ref225">Matar et al., 2019</xref>). BNP has previously been framed as a perceptual or visuomotor disturbance (<xref ref-type="bibr" rid="ref9">Almeida and Lebold, 2010</xref>; <xref ref-type="bibr" rid="ref76">Cowie et al., 2012</xref>; <xref ref-type="bibr" rid="ref327">Sidaway et al., 2018</xref>).</p>
<p>For an allocentric explanation of BNP, boundary vector cells (BVC)&#x2014;the ontogenetically oldest allocentric cells (<xref ref-type="bibr" rid="ref26">Bicanski and Burgess, 2020</xref>)&#x2014;have to be introduced. BVCs not only provide the intrinsic allocentric framework for native GC metric formation, but also support the continuous stabilization and error correction of GCs (<xref ref-type="bibr" rid="ref211">Lever et al., 2009</xref>; <xref ref-type="bibr" rid="ref28">Bjerknes et al., 2014</xref>; <xref ref-type="bibr" rid="ref149">Hartley and Lever, 2014</xref>; <xref ref-type="bibr" rid="ref144">Hardcastle et al., 2015</xref>; <xref ref-type="bibr" rid="ref340">Stensola et al., 2015</xref>; <xref ref-type="bibr" rid="ref126">Giocomo, 2016</xref>; <xref ref-type="bibr" rid="ref339">Stensola and Moser, 2016</xref>; <xref ref-type="bibr" rid="ref319">Savelli et al., 2017</xref>). This is important because when an animal enters a non-familiar environment, it must instantly self-organize a new grid pattern (<xref ref-type="bibr" rid="ref138">Hafting et al., 2005</xref>; <xref ref-type="bibr" rid="ref112">Fuhs and Touretzky, 2006</xref>; <xref ref-type="bibr" rid="ref17">Barry et al., 2012</xref>; <xref ref-type="bibr" rid="ref126">Giocomo, 2016</xref>; <xref ref-type="bibr" rid="ref249">Nadasdy et al., 2017</xref>; <xref ref-type="bibr" rid="ref338">Stangl et al., 2018</xref>) dependent on external landmarks and borders, with the GC system exhibiting the greatest flexibility (<xref ref-type="bibr" rid="ref18">Barry et al., 2007</xref>; <xref ref-type="bibr" rid="ref201">Langston et al., 2010</xref>; <xref ref-type="bibr" rid="ref368">Wills et al., 2010</xref>; <xref ref-type="bibr" rid="ref341">Stensola et al., 2012</xref>; <xref ref-type="bibr" rid="ref197">Krupic et al., 2015</xref>; <xref ref-type="bibr" rid="ref202">Latuske et al., 2015</xref>; <xref ref-type="bibr" rid="ref94">Dunn et al., 2017</xref>; <xref ref-type="bibr" rid="ref167">Ismakov et al., 2017</xref>; <xref ref-type="bibr" rid="ref184">Keinath et al., 2018</xref>). BVC cells respond at specific distances and angles from between one and four boundaries, albeit with gaps between them (<xref ref-type="bibr" rid="ref19">Barry et al., 2006</xref>; <xref ref-type="bibr" rid="ref320">Savelli et al., 2008</xref>; <xref ref-type="bibr" rid="ref334">Solstad et al., 2008</xref>; <xref ref-type="bibr" rid="ref211">Lever et al., 2009</xref>; <xref ref-type="bibr" rid="ref342">Stewart et al., 2014</xref>; <xref ref-type="bibr" rid="ref26">Bicanski and Burgess, 2020</xref>). Especially in the mEC, there are border cells (BC) (<xref ref-type="bibr" rid="ref334">Solstad et al., 2008</xref>) that respond to proximate boundaries (within &#x201C;whisker&#x2019;s range&#x201D;) that <italic>immediately block</italic> an animal&#x2019;s path (<xref ref-type="bibr" rid="ref161">Hoydal et al., 2019</xref>). There are also retrosplenial BCs linked to the mEC that fire &#x201C;<italic>prospective</italic> to the animal&#x2019;s next motion&#x201D; (<xref ref-type="bibr" rid="ref358">van Wijngaarden et al., 2020</xref>).</p>
<p>If these cells are disinhibited by deteriorating GCs (<xref ref-type="bibr" rid="ref197">Krupic et al., 2015</xref>), they virtually generate a stop/freeze signal when standing close to a border. This happens not only in response to borders, but also to doorways enclosed by edges because grid fields are inherently distorted at the edges of the environment (<xref ref-type="bibr" rid="ref340">Stensola et al., 2015</xref>; <xref ref-type="bibr" rid="ref139">Hagglund et al., 2019</xref>) bringing BVC and BC to the fore (see <xref ref-type="fig" rid="fig5">Figure 5</xref>).</p>
<p>Another potential trigger for the BNP could be the requirement to encode the geometric layout of the subsequent room when leaving the room through a doorway (see <xref ref-type="fig" rid="fig5">Figure 5C</xref>). This task may be skipped due to the instability of grid field computations across connected enclosures&#x2019; borders (<xref ref-type="bibr" rid="ref85">Derdikman et al., 2009</xref>; <xref ref-type="bibr" rid="ref59">Carpenter et al., 2015</xref>; <xref ref-type="bibr" rid="ref198">Krupic et al., 2016</xref>; <xref ref-type="bibr" rid="ref152">He and Brown, 2019</xref>). This instability is further compounded by the novelty beyond the bottleneck, which again enlarges and dysregulates grid fields, leading to a brief reduction in spatial stability (<xref ref-type="bibr" rid="ref138">Hafting et al., 2005</xref>) even in healthy subjects (<xref ref-type="fig" rid="fig5">Figures 5A</xref>,<xref ref-type="fig" rid="fig5">B</xref>).</p>
<fig position="float" id="fig5">
<label>Figure 5</label>
<caption>
<p>The bottleneck phenomenon from an allocentric view. <bold>(A)</bold> Crossing a doorway, in familiar spaces the area is tessellated with potent grid fields. Grid cells share a border at about 7.5&#x00B0; (<xref ref-type="bibr" rid="ref340">Stensola et al., 2015</xref>). The area of BVCs (speckled pattern) and border cells (BCs) is shown, the latter with their immediate stop signals (inverted T). <bold>(B)</bold> In weakened GCs, their virtual fields become less pronounced, less structured, but deformed, the BVCs becoming detached from the background and the BCs disinhibited. <bold>(C)</bold> With strengthened BVCs and pushing BCs, movement can be immediately halted virtually, freezing the individuum in space. Note the incremental loss of grid field strength beyond the bottleneck (see text above).</p>
</caption>
<graphic xlink:href="fnins-18-1276714-g005.tif"/>
</fig>
</sec>
<sec id="sec17">
<title>Resting tremor (tremor-at-rest)</title>
<p>Resting tremor (RT), which affects about three-quarters of PD patients, is characterized by an agonist&#x2013;antagonist motor action in an alert resting position with a frequency of about 4&#x2013;6&#x2009;Hz (<xref ref-type="bibr" rid="ref237">Milanov, 2001</xref>; <xref ref-type="bibr" rid="ref141">Hallett, 2012</xref>; <xref ref-type="bibr" rid="ref378">Zach et al., 2015</xref>; <xref ref-type="bibr" rid="ref25">Bhatia et al., 2018</xref>). Often manifesting a pill-roll component in the distal part of the limb, it is a highly specific sign of idiopathic PD. However, its origin, particularly in relation to the BG, &#x201C;remains a mystery&#x201D; (<xref ref-type="bibr" rid="ref268">Obeso et al., 2014</xref>, p. 524); (<xref ref-type="bibr" rid="ref88">Deuschl et al., 2000</xref>; <xref ref-type="bibr" rid="ref141">Hallett, 2012</xref>). Above all, no central pacemakers have been found for PD tremor; instead, there are only cerebral &#x201C;followers&#x201D; (<xref ref-type="bibr" rid="ref387">Zirh et al., 1998</xref>; <xref ref-type="bibr" rid="ref142">Hallett, 2014</xref>). The independent oscillations of tremulous limbs suggest that individual <italic>body parts</italic> or even single muscles may each have separate tremor generators (<xref ref-type="bibr" rid="ref278">O'Suilleabhain and Matsumoto, 1998</xref>; <xref ref-type="bibr" rid="ref162">Hurtado et al., 2000</xref>; <xref ref-type="bibr" rid="ref299">Raethjen et al., 2000</xref>; <xref ref-type="bibr" rid="ref141">Hallett, 2012</xref>; <xref ref-type="bibr" rid="ref285">Pedrosa et al., 2012</xref>).</p>
<p>To explore potential routes, a resting animal or limb needs reliable information about its actual position (<xref ref-type="bibr" rid="ref50">Bush et al., 2015</xref>; <xref ref-type="bibr" rid="ref273">Olafsdottir et al., 2018</xref>). If this information is disrupted, such as by the (egocentric) fusimotor disruption, discussed below, or any other kind of computational spatial feedback and if the allocentric brain is unable to store this information during rest due to DD, the GCs&#x2019; continuous dynamic error correction system, which again depends on ongoing movement, could lead the spatially related distal limb to seek spatial information through a (searching) movement. This could be exacerbated by unstable egocentric information arising from enlarged striatal SBP, and more so by detached feedback from the hippocampal place cells for GCs&#x2019; forward planning during immobility (<xref ref-type="bibr" rid="ref274">Olafsdottir et al., 2016</xref>, <xref ref-type="bibr" rid="ref275">2017</xref>; <xref ref-type="bibr" rid="ref381">Zhang and Liu, 2023</xref>) or even self-reliant replay (<xref ref-type="bibr" rid="ref277">O'Neill et al., 2017</xref>).</p>
<p>The antagonistic rhythmicity of tremor could result from striking the virtual edge of the enlarged SBPs, as per the fusimotor &#x201C;resonance hypothesis&#x201D; associated with desynchronized long-loop reflexes in PD (<xref ref-type="bibr" rid="ref99">Eklund et al., 1982</xref>; <xref ref-type="bibr" rid="ref387">Zirh et al., 1998</xref>). Conversely, it could arise from attaining sufficient positional information and then being deflected from the edges of the associated grid field, possibly in a looser relationship with the LFP. Both peripheral perspectives support the concept of separate body part tremor generation and brain tremor hubs merely acting as &#x201C;followers.&#x201D; With the loss of GCs&#x2019; stable circular hexagonality, limbs&#x2014;particularly distal ones responsible for interacting with the proximate, allocentric computed world&#x2014;may be deflected in their positional scanning, achieving the rotating &#x201C;pill roll&#x201D; component.</p>
</sec>
<sec id="sec18">
<title>Rigidity</title>
<p>Rigidity, a cardinal feature of PD, is present in up to 90% of cases and serves as a primary component of the assessment of dopamine and surgical PD treatment (<xref ref-type="bibr" rid="ref11">Andrews and Burke, 1973</xref>; <xref ref-type="bibr" rid="ref248">Mutch et al., 1986</xref>; <xref ref-type="bibr" rid="ref297">Powell et al., 2012</xref>; <xref ref-type="bibr" rid="ref295">Postuma et al., 2015</xref>; <xref ref-type="bibr" rid="ref296">Powell et al., 2016</xref>). Parkinsonian rigidity is characterized by an intrinsically increased muscle tone with clinically uniform resistance to externally imposed joint movement in antagonist muscles throughout the range of motion. Abnormal responses to muscle stretch and long-loop latencies/reflexes have been discussed (<xref ref-type="bibr" rid="ref22">Berardelli et al., 1983</xref>; <xref ref-type="bibr" rid="ref83">Delwaide and Schoenen, 1985</xref>; <xref ref-type="bibr" rid="ref371">Xia et al., 2011</xref>; <xref ref-type="bibr" rid="ref283">Pasquereau et al., 2016</xref>; <xref ref-type="bibr" rid="ref296">Powell et al., 2016</xref>).</p>
<p>Alternatively, one could revisit the inconsistent computation of SBP, the &#x201C;conceptual hypometria&#x201D; signaling a position beyond the real one, decelerating further movement. That would provide an allocentric explanation for the central proprioceptive disturbances, which are often posited as the actual pathogenesis of PD (<xref ref-type="bibr" rid="ref1">Abbruzzese and Berardelli, 2003</xref>; <xref ref-type="bibr" rid="ref74">Contreras-Vidal and Gold, 2004</xref>; <xref ref-type="bibr" rid="ref170">Jacobs and Horak, 2006</xref>; <xref ref-type="bibr" rid="ref107">Fiorio et al., 2007</xref>; <xref ref-type="bibr" rid="ref301">Rand et al., 2010</xref>; <xref ref-type="bibr" rid="ref208">Lee et al., 2013</xref>). In addition there is also peripheral fusimotor activity of the muscle spindle (<xref ref-type="bibr" rid="ref298">Radovanovic et al., 2015</xref>), the afferent spinal dorsal horn (<xref ref-type="bibr" rid="ref330">Skoog and Noga, 1995</xref>; <xref ref-type="bibr" rid="ref115">Garraway and Hochman, 2001</xref>; <xref ref-type="bibr" rid="ref238">Milla-Cruz et al., 2020</xref>), and its <italic>efferent</italic> paths along the ventral horn (<xref ref-type="bibr" rid="ref376">Yoshida and Tanaka, 1988</xref>; <xref ref-type="bibr" rid="ref366">Weil-Fugazza and Godefroy, 1993</xref>; <xref ref-type="bibr" rid="ref15">Barriere et al., 2004</xref>; <xref ref-type="bibr" rid="ref143">Han et al., 2007</xref>; <xref ref-type="bibr" rid="ref385">Zhu et al., 2007</xref>; <xref ref-type="bibr" rid="ref324">Schwarz and Peever, 2011</xref>; <xref ref-type="bibr" rid="ref69">Clemens et al., 2012</xref>; <xref ref-type="bibr" rid="ref325">Sharples, 2017</xref>; <xref ref-type="bibr" rid="ref307">Rivera-Oliver et al., 2019</xref>), all of which are disturbed in DD. This apparatus is controlled by the CNS (<xref ref-type="bibr" rid="ref100">Ellaway et al., 2015</xref>; <xref ref-type="bibr" rid="ref217">Macefield and Knellwolf, 2018</xref>), with fusimotor activity operating as a &#x201C;forward sensory model&#x201D; (<xref ref-type="bibr" rid="ref92">Dimitriou and Edin, 2010</xref>). Without this&#x2014;or a determined virtual position to cipher forward motion (<xref ref-type="bibr" rid="ref50">Bush et al., 2015</xref>; <xref ref-type="bibr" rid="ref273">Olafsdottir et al., 2018</xref>)&#x2014;its continuous recalculation could drive the system toward computational overcompensation, resulting in rigidity.</p>
<p>Often, passive turning of an extremity yields cogwheel-like jerks commonly referred to as &#x201C;cogwheel&#x201D; rigidity (<xref ref-type="bibr" rid="ref121">Ghiglione et al., 2005</xref>). This rhythmic unclenching from rigidity may be due to the enlarged and consequently virtually unsubsumable SBPs or their disturbed allocentric link, causing the rigid calibration of tested body parts to break apart and slip into the unknown. The rhythmicity of the &#x201C;cogwheel&#x201D; could emerge based on the extent of the virtual egocentric or even ego-allocentric intangible dimensions, or the time delay for allocentric adjustment via the striato-HF/EC loop with a delayed position signal in GCs would prematurely hit the LFP, eliciting a spatial rebound signal and again forcing rigidity. This aligns with the notion of a spatial threshold (ST), the point at which the stretch reflexes and other proprioceptive reflexes activate, modulated by the &#x201C;corticospinal set&#x201D; which has been observed to be either hypo-sensitive or even inversely sensitive in PD (<xref ref-type="bibr" rid="ref247">Mullick et al., 2013</xref>).</p>
</sec>
<sec id="sec19">
<title>L-dopa induced dyskinesia</title>
<p>&#x201C;Dyskinesia are involuntary hyperkinetic movements presenting mostly as chorea or choreoathetoid form, but rare ballistic, dystonic or stereotypical variants have been described as well&#x201D; (<xref ref-type="bibr" rid="ref229">McFarthing et al., 2019</xref>, p. 449). While these movements develop as a function of disease duration, dopaminergic treatment significantly escalates the probability of their occurrence (<xref ref-type="bibr" rid="ref182">Katzenschlager et al., 2008</xref>; <xref ref-type="bibr" rid="ref250">Nadjar et al., 2009</xref>; <xref ref-type="bibr" rid="ref264">Nutt et al., 2010</xref>; <xref ref-type="bibr" rid="ref68">Cilia et al., 2014</xref>; <xref ref-type="bibr" rid="ref102">Espay et al., 2018</xref>; <xref ref-type="bibr" rid="ref314">Ryan et al., 2018</xref>), largely contingent on plasma L-dopa concentrations. However, LID presents a key paradox in the box-and-arrow model: although therapeutic inactivation of the GPi is thought to trigger dyskinesia, it also alleviates it (<xref ref-type="bibr" rid="ref165">Inase et al., 1996</xref>; <xref ref-type="bibr" rid="ref40">Brown and Marsden, 1998</xref>; <xref ref-type="bibr" rid="ref87">Desmurget and Turner, 2008</xref>; <xref ref-type="bibr" rid="ref254">Nambu et al., 2015</xref>). LID-associated abnormal neuronal activity has been detected not only in the striatum, but also in the primary somatosensory (<xref ref-type="bibr" rid="ref4">Alam et al., 2017</xref>) and the primary motor cortex (<xref ref-type="bibr" rid="ref140">Halje et al., 2012</xref>; <xref ref-type="bibr" rid="ref345">Swann et al., 2016</xref>).</p>
<p>Reflecting the up to 16-fold enlarged, clustered, fragmented, and at least partially overlapping striatal single body parts (SBP) in PD, along with satellite potentials within remote somatotopic clusters (<xref ref-type="bibr" rid="ref67">Cho et al., 2002</xref>) and with &#x201C;neurons that were previously deemed &#x2018;unrelated&#x2019; [to movement and that] might now demonstrate movement-related activity&#x201D; (<xref ref-type="bibr" rid="ref39">Bronfeld and Bar-Gad, 2011</xref>), LID could signify a disruption of established sensorimotor pathways. Such disruptions disturb their spatial and, therefore, choreographic chronology, promoting chaotic, possibly bizarre movements, deviating from the well-trodden path amplified by a dopamine surplus. In this &#x201C;unleashed SBP theory,&#x201D; <italic>hyper</italic>kinesia in LID is no longer interpreted as an acceleration of movement <italic>per se</italic>, but rather as a secondary effect of chaotic or unmanaged somatotopic displacement activity. This theory underscores that &#x201C;dyskinesia&#x201D; and &#x201C;<italic>hyper</italic>kinesia&#x201D; in PD are not merely the antithesis of being &#x201C;<italic>hypo</italic>kinetic,&#x201D; but rather a by-product or the other side of the parkinsonian spatial coin. Therefore, the therapeutic effect of GPi-DBS on LID would not be surprising.</p>
<p>Broadening the perspective to the allocentric brain, the SBP could be unleashed from the otherwise stabilizing or balancing mEC due to a dopamine surplus suppressing the mEC (<xref ref-type="bibr" rid="ref227">Mayne et al., 2013</xref>; <xref ref-type="bibr" rid="ref176">Jin et al., 2019</xref>) or the LC&#x2019;s dyskinesia-limiting possibilities (<xref ref-type="bibr" rid="ref63">Cedarbaum and Aghajanian, 1977</xref>; <xref ref-type="bibr" rid="ref236">Miguelez et al., 2011</xref>) (see <xref ref-type="fig" rid="fig6">Figure 6</xref>). Apart from peak dose dyskinesia, there is lower body predominant diphasic dyskinesia (<xref ref-type="bibr" rid="ref220">Manson et al., 2012</xref>; <xref ref-type="bibr" rid="ref361">Verhagen Metman and Espay, 2017</xref>; <xref ref-type="bibr" rid="ref102">Espay et al., 2018</xref>) occurring just below the therapeutic L-Dopa level. This could meet the criteria for being below the LC&#x2019;s dyskinesia-limiting possibilities (<xref ref-type="bibr" rid="ref236">Miguelez et al., 2011</xref>) as well (see <xref ref-type="fig" rid="fig6">Figure 6</xref>).</p>
<fig position="float" id="fig6">
<label>Figure 6</label>
<caption>
<p>Concept of dyskinesia driven from allocentric central hubs. The <italic>x</italic>-axis represents the time after L-dopa intake, the <italic>y</italic>-axis L-dopa concentration (image based on Espay; <xref ref-type="bibr" rid="ref102">Espay et al., 2018</xref>). Explanation is shown on the right (top down): Peak-dose dyskinesia arises from the unleashed SBP, decoupled from the ordinarily suppressed mEC (<xref ref-type="bibr" rid="ref227">Mayne et al., 2013</xref>) from a dopamine surplus. In the therapeutic window, mEC and striatum are balanced by the locus coeruleus (LC) switching the striato-HF/EC loop. In some patients, diphasic dyskinesia (DiDys) occur if LC&#x2019;s dyskinesia-limiting possibilities (<xref ref-type="bibr" rid="ref63">Cedarbaum and Aghajanian, 1977</xref>; <xref ref-type="bibr" rid="ref236">Miguelez et al., 2011</xref>) are inactive, probably due to a lack of dopamine.</p>
</caption>
<graphic xlink:href="fnins-18-1276714-g006.tif"/>
</fig>
</sec>
</sec>
<sec id="sec20">
<title>Limitations</title>
<p>Aside from the hypotheses mentioned, there is, to the best of my knowledge, a dearth of literature discussing the potential role of mEC&#x2019;s GCs in Parkinson&#x2019;s disease. Recently, two papers stressed the early involvement of the allocentric brain in PD (<xref ref-type="bibr" rid="ref104">Fernandez-Baizan et al., 2020</xref>), particularly the mEC (<xref ref-type="bibr" rid="ref290">Pieperhoff et al., 2022</xref>). Furthermore, evidence suggesting the involvement of EC layer II in parkinsonian symptoms in postencephalitic patients is scant (<xref ref-type="bibr" rid="ref158">Hof et al., 1992</xref>).</p>
<p>Allocentric &#x201C;studies have mainly been conducted in simple laboratory settings in which animals explore small, two-dimensional (i.e., flat) arenas&#x201D; so that &#x201C;data on the issue of grid cell encoding in 3D are scarce&#x201D; (<xref ref-type="bibr" rid="ref175">Jeffery et al., 2015</xref>; <xref ref-type="bibr" rid="ref61">Casali et al., 2019</xref>; <xref ref-type="bibr" rid="ref132">Grieves et al., 2021</xref>; <xref ref-type="bibr" rid="ref372">Xu et al., 2022</xref>). The existence of 3D GCs has been demonstrated in flying bats (<xref ref-type="bibr" rid="ref373">Yartsev and Ulanovsky, 2013</xref>; <xref ref-type="bibr" rid="ref125">Ginosar et al., 2021</xref>), and others have identified preliminary 3D grid codes at least in the left human entorhinal cortex (<xref ref-type="bibr" rid="ref187">Kim and Maguire, 2019</xref>). This study presumes not only the three-dimensionality of GCs and their continuous interactions with striatal SBP, but also its influence on limbs acting in the proximal space liaising the egocentric and allocentric world. However, in the typical allocentric laboratory experiment, foraging&#x2014;which often concludes with grabbing using the paw or picking up with the snout&#x2014;demonstrates how the most distant organs complete the link between allocentric guidance and the egocentric world (<xref ref-type="bibr" rid="ref153">Heath et al., 2007</xref>; <xref ref-type="bibr" rid="ref257">Neely et al., 2008</xref>). Although allocentric research has already shown hippocampal theta activity accompanying isolated limb movements (<xref ref-type="bibr" rid="ref359">Vanderwolf, 1969</xref>), there is a gap in the further exploration of this topic.</p>
<p>The hypothesis of translating allocentric whole-body computation to that of the distal body parts involved in goal-directed movements remains largely untested. The extent to which allocentric cells, responsible for completing tasks egocentrically, are present among the many unclassified cells in the mEC remains unknown (<xref ref-type="bibr" rid="ref91">Diehl et al., 2017</xref>; <xref ref-type="bibr" rid="ref235">Miao et al., 2017</xref>).</p>
</sec>
<sec sec-type="conclusions" id="sec21">
<title>Conclusion</title>
<p>This paper hypothesizes and illustrates the intriguing association between allocentric properties and PD motor and secondary, spatially related, symptoms in dopamine depletion, with several examples cited throughout. The common thread among these hypotheses is the ambition to surpass the constraints of the box-and-arrow model and the narrow scope of basal ganglia-centric perspectives in PD. Much like other prevailing PD models, these have reached &#x201C;the point where (their) total rejection, rather than continual attempts at (their) modification, is necessary&#x201D; (<xref ref-type="bibr" rid="ref242">Montgomery, 2011</xref>, p. 14). The compelling notion that the allocentric brain influences PD motor symptoms has the potential to substantially shape not only research into movement and movement disorders, but also the broader field of neuroscience.</p>
</sec>
<sec sec-type="data-availability" id="sec22">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material; further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="sec23">
<title>Author contributions</title>
<p>AR: Writing &#x2013; original draft.</p>
</sec>
</body>
<back>
<sec sec-type="funding-information" id="sec24">
<title>Funding</title>
<p>The author declares that no financial support was received for the research, authorship, and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="sec25">
<title>Conflict of interest</title>
<p>The author declares 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 id="sec100" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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