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        <title>Thirst regulates motivated behavior through modulation of brainwide neural population dynamics | Science</title>
        <author>Allen</author>
        <author>Chen</author>
        <author>Pichamoorthy</author>
        <author>Tien</author>
        <author>Pachitario</author>
        <author>Luo</author>
        <author>Deisseroth</author>
      </titleStmt>
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        <bibl>
          <title>Thirst regulates motivated behavior through modulation of brainwide neural population dynamics | Science</title>
          <date>2019</date>
          <publisher></publisher>
          <idno type="DOI">10.1126/science.aav3932</idno>
          
          <idno type="record">allen2019-thirst-regulates-motivated-behavio</idno>
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          <note type="text-sha1">fbf8f4aea5db6ee437db5e90d127fc9c824f6dbd</note>
          <note type="rights">open-access</note>
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              who="build_paper_edition.py">0 spans located by searching the stored text for the quote's exact words, allowing any whitespace between them</change>
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    <spanGrp type="tags">
      <span xml:id="t0" type="object_of_study" ana="#object_of_study" resp="#paper">
        <label>how a physiological need state is represented across the whole brain and how that representation changes what a sensory cue does</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t1" type="research_question" ana="#research_question" resp="#paper">
        <label>how thirst motivation is represented downstream of the dedicated thirst neurons, and how that state regulates sensation and action</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t2" type="contribution" ana="#contribution" resp="#paper">
        <label>a brainwide mode of population activity that encodes motivational state, exists before the cue, and gates whether sensory input propagates into behaviour</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t3" type="claim_type" ana="#claim_type" resp="#paper">
        <label>mechanism</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t4" type="phenomenon" ana="#phenomenon" resp="#paper">
        <label>thirst motivational state</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t5" type="method" ana="#method" resp="#paper">
        <label>electrophysiology</label>
        <term>electrophysiology</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t6" type="mechanisms" ana="#mechanisms[0]" resp="#tagger">
        <label>mechanisms</label>
        <term>The thirst state sets a brainwide landscape of initial conditions, so the same sensory perturbation launches a different activity trajectory depending on the state the brain starts in</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t7" type="mechanisms" ana="#mechanisms[1]" resp="#tagger">
        <label>mechanisms</label>
        <term>Thirst imposes persistent pre-cue activity that modulates local circuitry in parallel across the brain, gating whether sensory input is transformed into motor output</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t8" type="mechanisms" ana="#mechanisms[2]" resp="#tagger">
        <label>mechanisms</label>
        <term>Hypothalamic thirst-neuron activity is broadcast to downstream circuits through successive fast synaptic transmission and/or neuromodulator release</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t9" type="mechanisms" ana="#mechanisms[3]" resp="#tagger" cert="1.0">
        <label>the thirst neuron activity is broadcast to downstream circuits, possibly through multiple levels of fast synaptic transmission or via neuromodulators</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t10" type="mechanisms" ana="#mechanisms[4]" resp="#tagger" cert="1.0">
        <label>sensory regions keep responding to the cue whatever the state; what satiety removes is the propagation of that signal past them to motor circuits</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t11" type="mechanisms" ana="#mechanisms[5]" resp="#tagger" cert="1.0">
        <label>the state is described as a landscape of initial conditions spread across many regions that determines the trajectory a stimulus sets off</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t12" type="mechanisms" ana="#mechanisms[6]" resp="#tagger" cert="0.9">
        <label>in the sated animal an energetic barrier stops the same stimulus from driving the dynamics down the path to behaviour</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t13" type="mechanisms" ana="#mechanisms[7]" resp="#tagger" cert="1.0">
        <label>satiety does not turn down all cue-responsive neurons together; it acts on particular subclasses of them</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t14" type="limitations" ana="#limitations[0]" resp="#tagger">
        <label>The functional relevance of the widespread activity patterns is not established</label>
        <note>what this limits: the brainwide activity result: ALTHOUGH THIS ACTIVITY WAS EXTREMELY WIDESPREAD, THE FUNCTIONAL RELEVANCE OF THESE GLOBAL ACTIVITY PATTERNS REMAINS TO BE DETERMINED</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t15" type="limitations" ana="#limitations[1]" resp="#tagger">
        <label>Probably only a subset of the responsive regions is actually necessary for the task</label>
        <note>what this limits: any necessity claim from the imaging: IT IS LIKELY THAT ONLY A SUBSET OF BRAIN REGIONS ARE NECESSARY FOR TASK PERF[ormance]</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t16" type="limitations" ana="#limitations[2]" resp="#tagger">
        <label>Whether the identified mode is thirst-specific or a general arousal signal is unresolved</label>
        <note>what this limits: the thirst-specificity of the mode: IT REMAINS TO BE SEEN WHETHER ... THE THIRST-RELATED MODE WE OBSERVE REPRESENTS A MORE GENERAL FORM [of arousal]</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t17" type="limitations" ana="#limitations[3]" resp="#tagger" cert="1.0">
        <label>the functional relevance of the brainwide activity is left undetermined even though its existence is the headline</label>
        <note>what this limits: the same scope as limitations[0] - the existence is the headline, the relevance is open</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t18" type="limitations" ana="#limitations[4]" resp="#tagger" cert="1.0">
        <label>the authors expect only a subset of brain regions to be necessary for the task, so widespread activity is not widespread necessity</label>
        <note>what this limits: which regions are NECESSARY, as against where activity is found - a narrower scope than item 3: the authors expect only a subset of brain regions to be required for the task, so brainwide activity is not brainwide necessity</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t19" type="limitations" ana="#limitations[5]" resp="#tagger" cert="1.0">
        <label>the Cue and Behavior modes are named for one thing but may carry reward anticipation, decision-making and motor preparation as well</label>
        <note>what this limits: the names on the two modes, which are hypotheses about what loaded onto them: THE CUE MODE WAS DESIGNED TO CAPTURE ACTIVITY RELATED TO THE SENSORY RESPONSE BUT COULD ALSO INCLUDE SIGNALS RELATED TO REWARD ANTICIPATION, DECISION-MAKING, AND MOTOR PREPARATION</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t20" type="limitations" ana="#limitations[6]" resp="#tagger" cert="1.0">
        <label>whether other need states use different modes, or whether this one is general arousal, is left open</label>
        <note>duplicate of: limitations[2] · what this limits: the same scope as limitations[2] - whether other need states use different modes, or whether this one is general arousal, is left open</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t21" type="limitations" ana="#limitations[7]" resp="#tagger" cert="1.0">
        <label>stimulation did not restore the thirsty reading everywhere: medial prefrontal and retrosplenial cortex went on decoding sated</label>
        <note>what this limits: the completeness of the state restoration: SEVERAL OF THE HIGHEST-LEVEL CORTICAL REGIONS [medial prefrontal and retrosplenial] CONTINUED TO DECODE THAT THE ANIMAL WAS SATED</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t22" type="transfers" ana="#transfers[0]" resp="#tagger" cert="1.0">
        <label>initial conditions, trajectories and an energetic barrier used as the description of a motivational state</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t23" type="transfers" ana="#transfers[1]" resp="#tagger" cert="1.0">
        <label>the low dimensionality and pervasiveness of brainwide cellular activity during behavior, established in Caenorhabditis elegans and larval zebrafish</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t24" type="controls" ana="#controls[0]" resp="#tagger" cert="0.95">
        <label>spike sorting run through a framework with EXPLICIT DRIFT TRACKING AND CORRECTION</label>
        <note>eliminates: electrode drift across the session being read as a change in a neuron&#x27;s firing - the probe moves relative to the tissue, so the same unit sorted early and late may not be the same unit · outcome (stated by the tagger, no quotation): held</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t25" type="senses" ana="#senses[0]" resp="#tagger" cert="1.0">
        <label>the State mode is not a discovered variable but an axis constructed to maximally separate thirsty from sated during the baseline epoch, and the Cue and Behavior modes are defined the same way from their own epochs</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t26" type="senses" ana="#senses[1]" resp="#tagger" cert="1.0">
        <label>the mode names are declared impure by the authors themselves: the Cue mode may carry decision and motor-preparation signals, so the label names the epoch it was defined in, not the content it holds</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t27" type="senses" ana="#senses[2]" resp="#tagger" cert="1.0">
        <label>near-orthogonality of the three axes is MEASURED before it is imposed - 82, 84 and 65 degrees prior to orthogonalisation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t28" type="senses" ana="#senses[3]" resp="#tagger" cert="1.0">
        <label>a single unit here is an identity maintained across an hours-long session by drift-tracking software, not by a stable observation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t29" type="senses" ana="#senses[4]" resp="#tagger" cert="1.0">
        <label>the brain-region label on every neuron is derived from the maximal channel on the probe and a registration to a common atlas, so region membership is an inference rather than an observation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t30" type="senses" ana="#senses[5]" resp="#tagger" cert="1.0">
        <label>gating here means diminished propagation beyond sensory regions, not diminished sensory response - the sensory regions themselves keep their fidelity</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t31" type="alternatives" ana="#alternatives.method" resp="#tagger">
        <label>method: high-density extracellular recording across many brain regions during a Go/No-Go task, with population-mode decomposition, linear decoding and optogenetic stimulation</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: electrophysiology — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t32" type="alternatives" ana="#alternatives.phenomenon" resp="#tagger">
        <label>phenomenon: state-dependent gating of a water-predicting cue: the same odour produces a brainwide wave when thirsty and only a transient when sated</label>
        <note>a second reading DIFFERING from the recorded value. Recorded: thirst motivational state — note: a second reading, verbatim-verified, disagreeing with the value on the record. Not applied - a person decides.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t33" type="claim_relations" ana="#claim_relations[0]" resp="#tagger">
        <label>builds-on → prior brainwide cellular-activity studies in Caenorhabditis elegans (ref 39) and larval zebrafish (ref 40)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t34" type="claim_relations" ana="#claim_relations[1]" resp="#tagger">
        <label>builds-on → a previous large-scale mouse neocortex study using the same task (ref 23)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t35" type="claim_relations" ana="#claim_relations[2]" resp="#tagger" cert="1.0">
        <label>contradicts → the account in which satiety modulates cue responses as a broad change in responsiveness across all cue-responsive neurons</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t36" type="claim_relations" ana="#claim_relations[3]" resp="#tagger" cert="1.0">
        <label>extends → recordings in hungry animals showing gating of responses to food-predicting stimuli in a variety of brain regions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t37" type="claim_relations" ana="#claim_relations[4]" resp="#tagger" cert="1.0">
        <label>supports → the classical drive-reduction model of water-seeking behaviour</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t38" type="claim_relations" ana="#claim_relations[5]" resp="#tagger" cert="1.0">
        <label>builds-on → whole-brain cellular recordings in C. elegans and larval zebrafish showing low-dimensional pervasive dynamics</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t39" type="claim_relations" ana="#claim_relations[6]" resp="#tagger" cert="0.9">
        <label>distinguishes-from → the view that a widespread activity pattern is thereby a necessary one</label>
        <note>status: the paper&#x27;s own words: remains to be determined · differs in: THE AXIS IS WIDESPREAD AGAINST NECESSARY. &#x27;Quotation withheld As was shown in a previous study ..., it is likely that only a subset of brain regions are necessary for task performance.&#x27; The paper&#x27;s own headline observation is separated from the inference a reader would draw from it, BY THE PAPER, before anyone else can draw it. Extent is measured; necessity is not, and the two are different experiments.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t40" type="concept_edges" ana="#concept_edges[0]" resp="#tagger" cert="1.0">
        <label>satiety state —operationalised-as→ State mode</label>
        <term>satiety state</term>
        <term>State mode</term>
        <note>strength of the relation: 1 · note: the state is read off one axis of population activity that persists before odour onset</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t41" type="concept_edges" ana="#concept_edges[1]" resp="#tagger" cert="1.0">
        <label>State mode —contrasted-with→ Cue mode</label>
        <term>State mode</term>
        <term>Cue mode</term>
        <note>strength of the relation: 1 · note: CRITERION: the State mode stays elevated through both trial types while the Cue mode discriminates them and collapses on satiety</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t42" type="concept_edges" ana="#concept_edges[2]" resp="#tagger" cert="1.0">
        <label>Cue mode —distinct-from→ Behavior mode</label>
        <term>Cue mode</term>
        <term>Behavior mode</term>
        <note>strength of the relation: 0.7 · note: the authors declare the separation imperfect: both may carry reward anticipation, so the names are epoch labels, not content labels</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t43" type="concept_edges" ana="#concept_edges[3]" resp="#tagger" cert="1.0">
        <label>odor epoch —operationalised-as→ Cue mode</label>
        <term>odor epoch</term>
        <term>Cue mode</term>
        <note>strength of the relation: 1 · note: each mode is defined by the epoch it maximally separates in - the definition is temporal, not anatomical
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the Cue mode is DEFINED over the odor epoch; operationalised-as runs from the epoch and is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t44" type="concept_edges" ana="#concept_edges[4]" resp="#tagger" cert="1.0">
        <label>baseline epoch —operationalised-as→ State mode</label>
        <term>baseline epoch</term>
        <term>State mode</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but the State mode is DEFINED over the baseline epoch; operationalised-as runs from the epoch and is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t45" type="concept_edges" ana="#concept_edges[5]" resp="#tagger" cert="1.0">
        <label>gating —causes→ motor circuits</label>
        <term>gating</term>
        <term>motor circuits</term>
        <note>strength of the relation: 1 · note: SIGN: negative - the gating prevents the activation of motor circuits
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but satiety gating diminishes propagation to motor circuits; causes is loose and unsigned.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t46" type="concept_edges" ana="#concept_edges[7]" resp="#tagger" cert="1.0">
        <label>PIR —part-of→ sensory regions</label>
        <term>PIR</term>
        <term>sensory regions</term>
        <note>strength of the relation: 1 · note: and correspondingly PIR keeps decoding odour identity in all four blocks</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t47" type="concept_edges" ana="#concept_edges[8]" resp="#tagger" cert="1.0">
        <label>Nos1+ —part-of→ SFO</label>
        <term>Nos1+</term>
        <term>SFO</term>
        <note>strength of the relation: 1 · note: the causal handle is a genetically specified subset, not a region</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t48" type="concept_edges" ana="#concept_edges[12]" resp="#tagger" cert="1.0">
        <label>single units —part-of→ brain region</label>
        <term>single units</term>
        <term>brain region</term>
        <note>strength of the relation: 1
Audit 2026-09-28: DOUBTFUL - read against its full span and kept, but single units were recorded FROM many brain regions; part-of is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t49" type="concept_edges" ana="#concept_edges[16]" resp="#tagger" cert="1.0">
        <label>thirst —operationalised-as→ Go/No-Go</label>
        <term>thirst</term>
        <term>Go/No-Go</term>
        <note>strength of the relation: 1 · note: thirst is measured by whether the mouse still works for water in this task
Audit 2026-09-28: DOUBTFUL - read against its span and kept, but a thirst-motivated Go/No-Go task was used; operationalised-as is loose.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t50" type="content_tags" ana="#content_tags.statistics[0]" resp="#tagger">
        <label>Wilcoxon signed-rank test</label>
        <term>Wilcoxon signed-rank test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t51" type="content_tags" ana="#content_tags.statistics[1]" resp="#tagger">
        <label>Wilcoxon rank-sum test</label>
        <term>Wilcoxon rank-sum test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t52" type="content_tags" ana="#content_tags.statistics[2]" resp="#tagger">
        <label>chi-squared test</label>
        <term>chi-squared test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t53" type="content_tags" ana="#content_tags.statistics[3]" resp="#tagger">
        <label>t-test with false-discovery-rate correction</label>
        <term>t-test with false-discovery-rate correction</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t54" type="content_tags" ana="#content_tags.statistics[4]" resp="#tagger">
        <label>correlation against shuffled data with Bonferroni correction</label>
        <term>correlation against shuffled data with Bonferroni correction</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t55" type="content_tags" ana="#content_tags.statistics[5]" resp="#tagger">
        <label>linear decoder (classification analysis)</label>
        <term>linear decoder (classification analysis)</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t56" type="content_tags" ana="#content_tags.statistics[6]" resp="#tagger">
        <label>unsupervised clustering</label>
        <term>unsupervised clustering</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t57" type="content_tags" ana="#content_tags.statistics[7]" resp="#tagger">
        <label>held-out test data (out-of-sample validation)</label>
        <term>held-out test data (out-of-sample validation)</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t58" type="content_tags" ana="#content_tags.statistics[8]" resp="#tagger">
        <label>standard error of the mean</label>
        <term>standard error of the mean</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t59" type="content_tags" ana="#content_tags.statistics[9]" resp="#tagger" cert="1.0">
        <label>Wilcoxon signed-rank test</label>
        <term>Wilcoxon signed-rank test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t60" type="content_tags" ana="#content_tags.statistics[10]" resp="#tagger" cert="1.0">
        <label>two-tailed t test</label>
        <term>two-tailed t test</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t61" type="content_tags" ana="#content_tags.statistics[11]" resp="#tagger" cert="1.0">
        <label>false discovery rate (FDR) correction</label>
        <term>false discovery rate (FDR) correction</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t62" type="content_tags" ana="#content_tags.findings[0]" resp="#tagger">
        <label>EVIDENCE CORRECTED (RE-GROUNDED - THE POINTER WAS WRONG, NOT THE CLAIM) · About 24,000 neurons were recorded across 34 brain regions during thirst-motivated choice, over 87 sessions from 21 mice.</label>
        <note>EVIDENCE CORRECTED: RE-GROUNDED - THE POINTER WAS WRONG, NOT THE CLAIM. The old evidence was verbatim, anchored and correctly cut, and it contained NONE of this claim&#x27;s numbers (000, 24, 34). The paper states the claim in one sentence elsewhere and the tagger did not use it. the project, 2026-08-23: &#x27;WE HAVE SPENT THE DAY VERIFYING THAT QUOTES ARE REAL AND NONE OF IT ASKS WHETHER THEY ARE RELEVANT.&#x27; Confirmed by reading the claim, the old span and the candidate together; the candidate carries every number AND the claim&#x27;s own content words.</note>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t63" type="content_tags" ana="#content_tags.findings[1]" resp="#tagger">
        <label>The rewarded odour cue triggered a wave of activity that started in olfactory regions about 150 ms after odour onset and reached every recorded brain region within about 300 ms.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t64" type="content_tags" ana="#content_tags.findings[2]" resp="#tagger">
        <label>Satiety gated the wave: once mice were sated the identical odour cue produced only a brief transient change in firing and no licking.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t65" type="content_tags" ana="#content_tags.findings[3]" resp="#tagger">
        <label>Spontaneous pre-stimulus baseline firing, not just cue-evoked firing, shifted with satiety state in neurons across many brain regions.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t66" type="content_tags" ana="#content_tags.findings[4]" resp="#tagger">
        <label>In sated mice, odour decoding fell to near chance across much of the brain.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t67" type="content_tags" ana="#content_tags.findings[5]" resp="#tagger">
        <label>Single neurons were specialised: each mostly encoded one task aspect (state, cue, or behaviour), while every brain region held a mixture of all these neuron types.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t68" type="content_tags" ana="#content_tags.findings[6]" resp="#tagger">
        <label>Optogenetic stimulation of hypothalamic thirst neurons in sated mice pushed behaviour, within-trial brainwide dynamics, and single-neuron satiety correlates back to their thirsty-state values.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t69" type="content_tags" ana="#content_tags.findings[7]" resp="#tagger">
        <label>Re-creating the thirst representation in only a subset of brain regions was enough to restore thirst-motivated sensory processing, behaviour and the associated brainwide dynamics.</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t70" type="content_tags" ana="#content_tags.findings[8]" resp="#tagger" cert="1.0">
        <label>the Go cue produced a wave of activity that began in olfactory regions within about 150 ms and reached every recorded region within about 300 ms</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t71" type="content_tags" ana="#content_tags.findings[9]" resp="#tagger" cert="1.0">
        <label>the initial onset and the brainwide propagation of the activity wave both preceded the onset of licking; first licks were measured at 0.86 s after odor onset</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t72" type="content_tags" ana="#content_tags.findings[10]" resp="#tagger" cert="1.0">
        <label>a large fraction of units in every brain region, 54% of total or 12,986, were modulated by the task</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t73" type="content_tags" ana="#content_tags.findings[11]" resp="#tagger" cert="1.0">
        <label>in sated mice the cues still produced a diminished transient response but no persistent activity after the cue period</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t74" type="content_tags" ana="#content_tags.findings[12]" resp="#tagger" cert="1.0">
        <label>35 percent of neurons had spontaneous baseline firing correlated with satiety state, in every brain region</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t75" type="content_tags" ana="#content_tags.findings[13]" resp="#tagger" cert="1.0">
        <label>satiety modulation was not a broad change across all cue-responsive neurons but acted on particular subclasses</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t76" type="content_tags" ana="#content_tags.findings[14]" resp="#tagger" cert="1.0">
        <label>state-related clusters were barely modulated by the cue and were active throughout the trial on thirsty or on sated trials</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t77" type="content_tags" ana="#content_tags.findings[15]" resp="#tagger" cert="1.0">
        <label>most neurons in most regions were selective for only one of state, cue or behaviour</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t78" type="content_tags" ana="#content_tags.findings[16]" resp="#tagger" cert="1.0">
        <label>the three modes together captured about half the trial-averaged task-related variance across the brain</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t79" type="content_tags" ana="#content_tags.findings[17]" resp="#tagger" cert="1.0">
        <label>ASSUMPTION MEASURED BEFORE IT WAS IMPOSED: the three axes were already near-orthogonal before orthogonalisation, at 82, 84 and 65 degrees</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t80" type="content_tags" ana="#content_tags.findings[18]" resp="#tagger" cert="1.0">
        <label>the State mode stayed elevated through Go and No-Go trials alike while the animal was thirsty</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t81" type="content_tags" ana="#content_tags.findings[19]" resp="#tagger" cert="1.0">
        <label>ROBUSTNESS: the same mode dynamics appeared with only 20 neurons subsampled per region and in each animal separately</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t82" type="content_tags" ana="#content_tags.findings[20]" resp="#tagger" cert="1.0">
        <label>on rare thirsty Go trials without a reward the Cue and State dynamics were normal and only the Behavior mode was reduced</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t83" type="content_tags" ana="#content_tags.findings[21]" resp="#tagger" cert="1.0">
        <label>in sated mice odour decoding fell to near chance across much of the brain, significantly so in 18 of 29 regions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t84" type="content_tags" ana="#content_tags.findings[22]" resp="#tagger" cert="1.0">
        <label>optogenetic stimulation of the thirst neurons restored the behaviour of natural thirst, and ending it returned the animals to sated</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t85" type="content_tags" ana="#content_tags.findings[23]" resp="#tagger" cert="1.0">
        <label>REVERSIBILITY BUILT INTO THE DESIGN: a washout block with the stimulation switched off follows every stimulation block</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t86" type="content_tags" ana="#content_tags.findings[24]" resp="#tagger" cert="1.0">
        <label>CONTROL NULL: the Hit rate was not significantly different between Thirsty and Stim conditions, 97 versus 94 percent, P = 0.67</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t87" type="content_tags" ana="#content_tags.findings[25]" resp="#tagger" cert="1.0">
        <label>stimulation globally restored the within-trial firing patterns of task-modulated neurons, and stopping it immediately returned them to sated dynamics</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t88" type="content_tags" ana="#content_tags.findings[26]" resp="#tagger" cert="1.0">
        <label>about two thirds of state-modulated neurons reversed their satiety-related change in baseline firing under stimulation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t89" type="content_tags" ana="#content_tags.findings[27]" resp="#tagger" cert="1.0">
        <label>stimulation moved global activity specifically along the naturally defined State mode</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t90" type="content_tags" ana="#content_tags.findings[28]" resp="#tagger" cert="1.0">
        <label>the restored State mode level matched the natural level near the end of the thirsty block rather than its maximum</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t91" type="content_tags" ana="#content_tags.findings[29]" resp="#tagger" cert="1.0">
        <label>AMBIGUOUS AGGREGATE, STATED AS A FORK: a State mode matching the natural level toward the end of the thirsty trials was said to mean either a submaximal thirst state throughout the brain or a full thirst state in only a subset of regions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t92" type="content_tags" ana="#content_tags.findings[30]" resp="#tagger" cert="1.0">
        <label>THE FORK IS RESOLVED BY DISAGGREGATION: per-region decoders trained on natural thirsty and sated data were applied to the stimulation trials</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t93" type="content_tags" ana="#content_tags.findings[31]" resp="#tagger" cert="1.0">
        <label>orbitofrontal, agranular insular and secondary motor cortex decoded the stimulated animal as very likely thirsty</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t94" type="content_tags" ana="#content_tags.findings[32]" resp="#tagger" cert="1.0">
        <label>medial prefrontal and retrosplenial cortex went on decoding sated, which the authors attribute to contextual or working-memory access to recent drinking</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t95" type="content_tags" ana="#content_tags.findings[33]" resp="#tagger" cert="1.0">
        <label>the answer to the fork: recapitulating thirst in a subset of regions is sufficient to restore the behaviour and the brainwide dynamics</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t96" type="content_tags" ana="#content_tags.findings[34]" resp="#tagger" cert="1.0">
        <label>piriform and olfactory cortex kept decoding odour identity accurately in all four blocks even as their state decoding shifted</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t97" type="content_tags" ana="#content_tags.findings[35]" resp="#tagger" cert="1.0">
        <label>23,881 single units were recorded from 34 regions across 87 sessions in 21 mice</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t98" type="content_tags" ana="#content_tags.findings[36]" resp="#tagger" cert="1.0">
        <label>DESIGN CONSTRAINT: one probe per session and each region recorded at most once per mouse, so tracks map unambiguously to sessions</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t99" type="content_tags" ana="#content_tags.definitions[1]" resp="#tagger">
        <label>motivational drive</label>
        <term>motivational drive</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t100" type="content_tags" ana="#content_tags.definitions[2]" resp="#tagger" cert="1.0">
        <label>State mode</label>
        <term>State mode</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t101" type="content_tags" ana="#content_tags.definitions[3]" resp="#tagger" cert="1.0">
        <label>drive reduction</label>
        <term>drive reduction</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t102" type="content_tags" ana="#content_tags.definitions[4]" resp="#tagger" cert="1.0">
        <label>initial conditions</label>
        <term>initial conditions</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t103" type="content_tags" ana="#content_tags.definitions[5]" resp="#tagger" cert="1.0">
        <label>Go/No-Go</label>
        <term>Go/No-Go</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t104" type="content_tags" ana="#content_tags.definitions[6]" resp="#tagger">
        <label>Cue mode</label>
        <term>Cue mode</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t105" type="content_tags" ana="#content_tags.definitions[7]" resp="#tagger">
        <label>Behavior mode</label>
        <term>Behavior mode</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t106" type="content_tags" ana="#content_tags.variables[0]" resp="#tagger">
        <label>optogenetic stimulation</label>
        <term>optogenetic stimulation</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t107" type="content_tags" ana="#content_tags.variables[2]" resp="#tagger">
        <label>single units</label>
        <term>single units</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t108" type="content_tags" ana="#content_tags.variables[3]" resp="#tagger">
        <label>licking behavior</label>
        <term>licking behavior</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t109" type="content_tags" ana="#content_tags.variables[4]" resp="#tagger" cert="1.0">
        <label>satiety state</label>
        <term>satiety state</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t110" type="content_tags" ana="#content_tags.variables[5]" resp="#tagger" cert="1.0">
        <label>State mode</label>
        <term>State mode</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t111" type="content_tags" ana="#content_tags.variables[6]" resp="#tagger" cert="1.0">
        <label>decoding</label>
        <term>decoding</term>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t112" type="content_tags" ana="#content_tags.quantities[0]" resp="#tagger">
        <label>~24,000 — neurons whose activity was recorded, spanning 34 brain regions, 87 sessions and 21 mice</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t113" type="content_tags" ana="#content_tags.quantities[1]" resp="#tagger">
        <label>23,881 — exact number of single units isolated, about 255 recorded simultaneously per session</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t114" type="content_tags" ana="#content_tags.quantities[2]" resp="#tagger">
        <label>54% of total; 12,986 — proportion and count of recorded units whose firing was modulated by the task</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t115" type="content_tags" ana="#content_tags.quantities[3]" resp="#tagger">
        <label>N = 8395,35% of total — count and proportion of neurons whose baseline firing correlated with satiety state</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t116" type="content_tags" ana="#content_tags.quantities[4]" resp="#tagger">
        <label>~50% — share of trial-averaged task-related variance captured by the three orthogonal activity modes together</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t117" type="content_tags" ana="#content_tags.quantities[5]" resp="#tagger">
        <label>82° and 84° — angles between the State axis and the Cue and Behavior axes before orthogonalisation (65° between Cue and Behavior)</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t118" type="content_tags" ana="#content_tags.quantities[6]" resp="#tagger">
        <label>1195 of 1781,67% — share of neurons that lowered their baseline rate on satiation and then raised it again under optogenetic thirst stimulation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t119" type="content_tags" ana="#content_tags.quantities[7]" resp="#tagger">
        <label>97 ± 1% versus 94 ± 2% — hit rate during natural thirst versus during optogenetic stimulation of thirst neurons, statistically indistinguishable</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t120" type="content_tags" ana="#content_tags.quantities[8]" resp="#tagger" cert="1.0">
        <label>~24,000 neurons in 34 brain regions — scale of the recording behind every brainwide claim</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t121" type="content_tags" ana="#content_tags.quantities[9]" resp="#tagger" cert="1.0">
        <label>54% of total; 12,986 — share of recorded units modulated by the task</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t122" type="content_tags" ana="#content_tags.quantities[10]" resp="#tagger" cert="1.0">
        <label>N = 8395,35% of total — share of units whose spontaneous baseline firing tracked satiety state</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t123" type="content_tags" ana="#content_tags.quantities[11]" resp="#tagger" cert="1.0">
        <label>~150 ms to ~300 ms — onset in olfactory regions and spread to every recorded region</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t124" type="content_tags" ana="#content_tags.quantities[12]" resp="#tagger" cert="1.0">
        <label>0.86 ± 0.04 s — first lick after odour onset, the bound that makes the wave pre-motor</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t125" type="content_tags" ana="#content_tags.quantities[13]" resp="#tagger" cert="1.0">
        <label>82° and 84°, and 65° — angles between the three activity axes before orthogonalisation was imposed</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t126" type="content_tags" ana="#content_tags.quantities[14]" resp="#tagger" cert="1.0">
        <label>~50% — trial-averaged task-related variance captured by the three modes together</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t127" type="content_tags" ana="#content_tags.quantities[15]" resp="#tagger" cert="1.0">
        <label>97 ± 1% versus 94 ± 2%, P = 0.67 — hit rate thirsty against stimulated, the null supporting behavioural restoration</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t128" type="content_tags" ana="#content_tags.quantities[16]" resp="#tagger" cert="1.0">
        <label>1195 of 1781,67% — state-modulated neurons that reversed their satiety change under stimulation</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
      <span xml:id="t129" type="content_tags" ana="#content_tags.quantities[17]" resp="#tagger" cert="1.0">
        <label>18/29 regions — regions with significantly reduced odour decoding when sated</label>
        <note type="quotation-withheld">Quotation withheld because this record is not cleared for redistribution.</note>
      </span>
    </spanGrp>
  </standOff>
  <text>
    <body>
      <p><note type="rights">The full text of this article is not redistributable, so it is
      not included here. The evidence sentences are withheld with it; the tag layer and its
      grounding status remain. The article itself is at https://doi.org/10.1126/science.aav3932.</note></p>
    </body>
  </text>
</TEI>
