Thirst regulates motivated behavior through modulation of brainwide neural population dynamics | Science — TEI-tagged view

Allen, Chen, Pichamoorthy, Tien, Pachitario, Luo, Deisseroth · 2019 · neuroscience · doi:10.1126/science.aav3932 · full text at the source · TEI xml · tagged edition · index · concepts · authors
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thirst satiety state State mode Cue mode Behavior mode gating sensory regions motor circuits SFO MnPO Nos1+ ChR211 Neuropixels2 single units5 spike-sorting6 brain region3 baseline epoch2 odor epoch decoders initial conditions drive reduction Go/No-Go2 washout ORB RSP PIR electrophysiology110

Our tag layer for this paper

Cross-disciplinary analysis
content-tags & facets: phenomenon · claim-type · cross-domain-transfer · mechanism · claim-relation · replication-status · limitation — grounded in the full text
phenomenonthirst motivational state— “We investigated these questions in the context of thirst, a motivational drive that is essential for survival, is modulated on a rapid time scale, and is implemented by well-characterized neural circuitry.”
claim-typemechanism— “Thus, motivational states specify initial conditions that determine how a brainwide dynamical system transforms sensory input into behavioral output.”
method — evidence— “While mice performed this task, we used high-density Neuropixels microelectrode arrays ( 24 ) to acutely record single units from many brain regions (listed in table S1 ) distributed across the mouse forebrain and midbrain ( Fig. 1, B and F ).”
object of study — evidence— “However, it is unclear how the activity of these hypothalamic neurons activates and coordinates other brain systems involved in sensation, decision-making, and action in order to produce the appropriate goal-directed behavior. The cellular dynamics of brainwide states underlying basic survival drives have heretofore remained…
research question — evidence— “However, the mechanisms regulating this sensory modulation remain unclear, as does the neural representation of the motivational drive itself.”
contribution — evidence— “Water-predicting sensory cues elicited activity that rapidly spread throughout the brain of thirsty animals. These dynamics were gated by a brainwide mode of population activity that encoded motivational state. After satiation, focal optogenetic activation of hypothalamic thirst-sensing neurons returned global activity to the pre-satiation…
transferfrom dynamical systems theory: initial conditions, trajectories and an energetic barrier used as the description of a motivational state— “Our results suggest that the aversive thirst motivational state sets a landscape of “initial conditions,” spread across many brain regions, that determine subsequent sensory stimuli–evoked brainwide neural dynamics.”transfers[0]
transferfrom invertebrate and larval whole-brain imaging: the low dimensionality and pervasiveness of brainwide cellular activity during behavior, established in Caenorhabditis elegans and larval zebrafish— “Our results comport with the low dimensionality and pervasiveness of brainwide cellular activity during behavior in both Caenorhabditis elegans ( 39 ) and larval zebrafish”transfers[1]
mechanismThe 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— “Our results suggest that the aversive thirst motivational state sets a landscape of “initial conditions,” spread across many brain regions, that determine subsequent sensory stimuli–evoked brainwide neural dynamics.”mechanisms[0]
mechanismThirst imposes persistent pre-cue activity that modulates local circuitry in parallel across the brain, gating whether sensory input is transformed into motor output— “Through imposing this brain-wide state, thirst establishes persistent activity that exists prior to the animal sensing a water-predicting cue and can then modulate local circuitry in parallel throughout the brain to gate the subsequent transformation of sensory input into motor output in a state-dependent manner.”mechanisms[1]
mechanismHypothalamic thirst-neuron activity is broadcast to downstream circuits through successive fast synaptic transmission and/or neuromodulator release— “This broadcast may proceed through multiple levels of fast synaptic transmission and/or via neuromodulators, which feature prominently in the regulation of other brainwide arousal states ( 44 ).”mechanisms[2]
mechanismthe thirst neuron activity is broadcast to downstream circuits, possibly through multiple levels of fast synaptic transmission or via neuromodulators— “The brainwide activity mode we identify appears to represent the direct effects of this thirst neuron activity that is broadcast to downstream circuits. This broadcast may proceed through multiple levels of fast synaptic transmission and/or via neuromodulators, which feature prominently in the regulation of other brainwide arousal…mechanisms[3]
mechanismsensory regions keep responding to the cue whatever the state; what satiety removes is the propagation of that signal past them to motor circuits— “Although initial sensory regions continue to respond to stimuli with high fidelity regardless of satiety state, the gating conferred by satiety greatly diminishes the propagation of sensory information beyond sensory regions, preventing the activation of motor circuits.”mechanisms[4]
mechanismthe state is described as a landscape of initial conditions spread across many regions that determines the trajectory a stimulus sets off— “Our results suggest that the aversive thirst motivational state sets a landscape of “initial conditions,” spread across many brain regions, that determine subsequent sensory stimuli–evoked brainwide neural dynamics.”mechanisms[5]
mechanismin the sated animal an energetic barrier stops the same stimulus from driving the dynamics down the path to behaviour— “When the animal is sated, an “energetic barrier” throughout the brain prevents the same stimulus from pushing the dynamics down the same trajectory that leads to behavior.”mechanisms[6]
mechanismsatiety does not turn down all cue-responsive neurons together; it acts on particular subclasses of them— “Satiety state–dependent modulation prior to the onset of behavior is therefore not manifested as a broad change in responsiveness across all cue-responsive neurons, but in fact it specifically modulates the activity of certain subclasses of those neurons”mechanisms[7]
builds-on prior brainwide cellular-activity studies in Caenorhabditis elegans (ref 39) and larval zebrafish (ref 40)— “Our results comport with the low dimensionality and pervasiveness of brainwide cellular activity during behavior in both Caenorhabditis elegans ( 39 ) and larval zebrafish ( 40 ).”claim_relations[0]
builds-on a previous large-scale mouse neocortex study using the same task (ref 23)— “As was shown in a previous study of large-scale activity during the same task in the mouse neocortex ( 23 ), it is likely that only a subset of brain regions are necessary for task performance, at least in the simplest task conditions.”claim_relations[1]
contradicts the account in which satiety modulates cue responses as a broad change in responsiveness across all cue-responsive neurons— “Satiety state–dependent modulation prior to the onset of behavior is therefore not manifested as a broad change in responsiveness across all cue-responsive neurons, but in fact it specifically modulates the activity of certain subclasses of those neurons”claim_relations[2]
extends recordings in hungry animals showing gating of responses to food-predicting stimuli in a variety of brain regions— “A prevalent model is that motivational states regulate behavior by amplifying, in a state-dependent manner, the salience of specific sensory signals that predict reward ( 4 ). Neural recordings in hungry animals found “gating” of responses to food-predicting stimuli, such that responses to these stimuli were greatly diminished when animals…claim_relations[3]
supports the classical drive-reduction model of water-seeking behaviour— “water consumption reduces SFO and MnPO activity ( 19 , 20 ) via activation of local MnPO interneurons ( 21 ), implementing a…claim_relations[4]
builds-on whole-brain cellular recordings in C. elegans and larval zebrafish showing low-dimensional pervasive dynamicsclaim_relations[5]
distinguishes-from the view that a widespread activity pattern is thereby a necessary oneclaim_relations[6]
sensethe 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
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senses[0]
sensethe 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
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senses[1]
sensenear-orthogonality of the three axes is MEASURED before it is imposed - 82, 84 and 65 degrees prior to orthogonalisation
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senses[2]
sensea single unit here is an identity maintained across an hours-long session by drift-tracking software, not by a stable observation
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senses[3]
sensethe 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
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senses[4]
sensegating here means diminished propagation beyond sensory regions, not diminished sensory response - the sensory regions themselves keep their fidelity
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senses[5]
controlspike sorting run through a framework with EXPLICIT DRIFT TRACKING AND CORRECTION — held — rules out electrode drift across the session being read as a change in a neuron's firing - the probe moves relative to the tissue, so the same unit sorted early and late may not be the same unit
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controls[0]
differs inthe view that a widespread activity pattern is thereby a necessary one — THE AXIS IS WIDESPREAD AGAINST NECESSARY. 'Although this activity was extremely widespread, the functional relevance of these global activity patterns remains to be determined. As was shown in a previous study ..., it is likely that only a subset of brain regions are necessary for task performance.' The paper'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.
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claim_relations[6]
evidential statusthe view that a widespread activity pattern is thereby a necessary one — the paper's own words: remains to be determined
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claim_relations[6]
notesatiety state —operationalised-as→ State mode — the state is read off one axis of population activity that persists before odour onset
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concept_edges[0]
noteState mode —contrasted-with→ Cue mode — CRITERION: the State mode stays elevated through both trial types while the Cue mode discriminates them and collapses on satiety
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concept_edges[1]
noteCue mode —distinct-from→ Behavior mode — the authors declare the separation imperfect: both may carry reward anticipation, so the names are epoch labels, not content labels
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concept_edges[2]
weightCue mode —distinct-from→ Behavior mode — 0.7
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concept_edges[2]
auditodor epoch —operationalised-as→ Cue mode — 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.
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concept_edges[3]
noteodor epoch —operationalised-as→ Cue mode — each mode is defined by the epoch it maximally separates in - the definition is temporal, not anatomical
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concept_edges[3]
auditbaseline epoch —operationalised-as→ State mode — 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.
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concept_edges[4]
auditgating —causes→ 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.
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concept_edges[5]
notegating —causes→ motor circuits — SIGN: negative - the gating prevents the activation of motor circuits
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concept_edges[5]
notePIR —part-of→ sensory regions — and correspondingly PIR keeps decoding odour identity in all four blocks
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concept_edges[7]
noteNos1+ —part-of→ SFO — the causal handle is a genetically specified subset, not a region
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concept_edges[8]
auditsingle units —part-of→ brain region — 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.
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concept_edges[12]
auditthirst —operationalised-as→ Go/No-Go — 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.
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concept_edges[16]
notethirst —operationalised-as→ Go/No-Go — thirst is measured by whether the mouse still works for water in this task
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concept_edges[16]
outcome (stated by the tagger, no quotation)control — heldcontrols[0]
for which uselimitation — the brainwide activity result: ALTHOUGH THIS ACTIVITY WAS EXTREMELY WIDESPREAD, THE FUNCTIONAL RELEVANCE OF THESE GLOBAL ACTIVITY PATTERNS REMAINS TO BE DETERMINED
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limitations[0]
for which uselimitation — any necessity claim from the imaging: IT IS LIKELY THAT ONLY A SUBSET OF BRAIN REGIONS ARE NECESSARY FOR TASK PERF[ormance]
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limitations[1]
for which uselimitation — 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]
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limitations[2]
for which uselimitation — the same scope as limitations[0] - the existence is the headline, the relevance is open
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limitations[3]
for which uselimitation — 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
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limitations[4]
for which uselimitation — 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
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limitations[5]
duplicate oflimitation — limitations[2]
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limitations[6]
for which uselimitation — the same scope as limitations[2] - whether other need states use different modes, or whether this one is general arousal, is left open
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limitations[6]
for which uselimitation — 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
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limitations[7]
replicationuntested
limitationThe functional relevance of the widespread activity patterns is not established
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limitations[0]
limitationProbably only a subset of the responsive regions is actually necessary for the task
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limitations[1]
limitationWhether the identified mode is thirst-specific or a general arousal signal is unresolved
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limitations[2]
limitationthe functional relevance of the brainwide activity is left undetermined even though its existence is the headline
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limitations[3]
limitationthe authors expect only a subset of brain regions to be necessary for the task, so widespread activity is not widespread necessity
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limitations[4]
limitationthe Cue and Behavior modes are named for one thing but may carry reward anticipation, decision-making and motor preparation as well
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limitations[5]
limitationwhether other need states use different modes, or whether this one is general arousal, is left open
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limitations[6]
limitationstimulation did not restore the thirsty reading everywhere: medial prefrontal and retrosplenial cortex went on decoding sated
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limitations[7]
Content tags
content-observations: finding · quantity · variable · definition · key-term — grounded in the full text
findingEVIDENCE 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.
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content_tags.findings[0]
retractedfinding — 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'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: 'WE HAVE SPENT THE DAY VERIFYING THAT QUOTES ARE REAL AND NONE OF IT ASKS WHETHER THEY ARE RELEVANT.' Confirmed by reading the claim, the old span and the candidate together; the candidate carries every number AND the claim's own content words.content_tags.findings[0]
findingThe 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.
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content_tags.findings[1]
findingSatiety gated the wave: once mice were sated the identical odour cue produced only a brief transient change in firing and no licking.
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content_tags.findings[2]
findingSpontaneous pre-stimulus baseline firing, not just cue-evoked firing, shifted with satiety state in neurons across many brain regions.
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content_tags.findings[3]
findingIn sated mice, odour decoding fell to near chance across much of the brain.
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content_tags.findings[4]
findingSingle 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.
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content_tags.findings[5]
findingOptogenetic 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.
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content_tags.findings[6]
findingRe-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.
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content_tags.findings[7]
findingthe 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
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content_tags.findings[8]
findingthe 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
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content_tags.findings[9]
findinga large fraction of units in every brain region, 54% of total or 12,986, were modulated by the task
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content_tags.findings[10]
findingin sated mice the cues still produced a diminished transient response but no persistent activity after the cue period
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content_tags.findings[11]
finding35 percent of neurons had spontaneous baseline firing correlated with satiety state, in every brain region
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content_tags.findings[12]
findingsatiety modulation was not a broad change across all cue-responsive neurons but acted on particular subclasses
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content_tags.findings[13]
findingstate-related clusters were barely modulated by the cue and were active throughout the trial on thirsty or on sated trials
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content_tags.findings[14]
findingmost neurons in most regions were selective for only one of state, cue or behaviour
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content_tags.findings[15]
findingthe three modes together captured about half the trial-averaged task-related variance across the brain
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content_tags.findings[16]
findingASSUMPTION MEASURED BEFORE IT WAS IMPOSED: the three axes were already near-orthogonal before orthogonalisation, at 82, 84 and 65 degrees
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content_tags.findings[17]
findingthe State mode stayed elevated through Go and No-Go trials alike while the animal was thirsty
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content_tags.findings[18]
findingROBUSTNESS: the same mode dynamics appeared with only 20 neurons subsampled per region and in each animal separately
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content_tags.findings[19]
findingon rare thirsty Go trials without a reward the Cue and State dynamics were normal and only the Behavior mode was reduced
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content_tags.findings[20]
findingin sated mice odour decoding fell to near chance across much of the brain, significantly so in 18 of 29 regions
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content_tags.findings[21]
findingoptogenetic stimulation of the thirst neurons restored the behaviour of natural thirst, and ending it returned the animals to sated
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content_tags.findings[22]
findingREVERSIBILITY BUILT INTO THE DESIGN: a washout block with the stimulation switched off follows every stimulation block
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content_tags.findings[23]
findingCONTROL NULL: the Hit rate was not significantly different between Thirsty and Stim conditions, 97 versus 94 percent, P = 0.67
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content_tags.findings[24]
findingstimulation globally restored the within-trial firing patterns of task-modulated neurons, and stopping it immediately returned them to sated dynamics
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content_tags.findings[25]
findingabout two thirds of state-modulated neurons reversed their satiety-related change in baseline firing under stimulation
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content_tags.findings[26]
findingstimulation moved global activity specifically along the naturally defined State mode
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content_tags.findings[27]
findingthe restored State mode level matched the natural level near the end of the thirsty block rather than its maximum
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content_tags.findings[28]
findingAMBIGUOUS 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
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content_tags.findings[29]
findingTHE FORK IS RESOLVED BY DISAGGREGATION: per-region decoders trained on natural thirsty and sated data were applied to the stimulation trials
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content_tags.findings[30]
findingorbitofrontal, agranular insular and secondary motor cortex decoded the stimulated animal as very likely thirsty
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content_tags.findings[31]
findingmedial prefrontal and retrosplenial cortex went on decoding sated, which the authors attribute to contextual or working-memory access to recent drinking
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content_tags.findings[32]
findingthe answer to the fork: recapitulating thirst in a subset of regions is sufficient to restore the behaviour and the brainwide dynamics
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content_tags.findings[33]
findingpiriform and olfactory cortex kept decoding odour identity accurately in all four blocks even as their state decoding shifted
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content_tags.findings[34]
finding23,881 single units were recorded from 34 regions across 87 sessions in 21 mice
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content_tags.findings[35]
findingDESIGN CONSTRAINT: one probe per session and each region recorded at most once per mouse, so tracks map unambiguously to sessions
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content_tags.findings[36]
quantity~24,000 — neurons whose activity was recorded, spanning 34 brain regions, 87 sessions and 21 mice
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content_tags.quantities[0]
quantity23,881 — exact number of single units isolated, about 255 recorded simultaneously per session
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content_tags.quantities[1]
quantity54% of total; 12,986 — proportion and count of recorded units whose firing was modulated by the task
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content_tags.quantities[2]
quantityN = 8395,35% of total — count and proportion of neurons whose baseline firing correlated with satiety state
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content_tags.quantities[3]
quantity~50% — share of trial-averaged task-related variance captured by the three orthogonal activity modes together
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content_tags.quantities[4]
quantity82° and 84° — angles between the State axis and the Cue and Behavior axes before orthogonalisation (65° between Cue and Behavior)
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content_tags.quantities[5]
quantity1195 of 1781,67% — share of neurons that lowered their baseline rate on satiation and then raised it again under optogenetic thirst stimulation
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content_tags.quantities[6]
quantity97 ± 1% versus 94 ± 2% — hit rate during natural thirst versus during optogenetic stimulation of thirst neurons, statistically indistinguishable
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content_tags.quantities[7]
quantity~24,000 neurons in 34 brain regions — scale of the recording behind every brainwide claim
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content_tags.quantities[8]
quantity54% of total; 12,986 — share of recorded units modulated by the task
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[9]
quantityN = 8395,35% of total — share of units whose spontaneous baseline firing tracked satiety state
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[10]
quantity~150 ms to ~300 ms — onset in olfactory regions and spread to every recorded region
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content_tags.quantities[11]
quantity0.86 ± 0.04 s — first lick after odour onset, the bound that makes the wave pre-motor
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content_tags.quantities[12]
quantity82° and 84°, and 65° — angles between the three activity axes before orthogonalisation was imposed
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content_tags.quantities[13]
quantity~50% — trial-averaged task-related variance captured by the three modes together
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content_tags.quantities[14]
quantity97 ± 1% versus 94 ± 2%, P = 0.67 — hit rate thirsty against stimulated, the null supporting behavioural restoration
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[15]
quantity1195 of 1781,67% — state-modulated neurons that reversed their satiety change under stimulation
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.quantities[16]
quantity18/29 regions — regions with significantly reduced odour decoding when sated
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content_tags.quantities[17]
variableoptogenetic stimulation (independent)
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content_tags.variables[0]
variablesingle units (dependent)
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content_tags.variables[2]
variablelicking behavior (dependent)
Quotation withheld — this paper is not ours to reproduce, and the page has already quoted as much of it as the rights layer allows. The tag, its field and its confidence stand; the sentence is at the publisher.
content_tags.variables[3]
variablesatiety state
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content_tags.variables[4]
variableState mode
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content_tags.variables[5]
variabledecoding
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content_tags.variables[6]
definitionmotivational drive
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content_tags.definitions[1]
definitionState mode
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content_tags.definitions[2]
definitiondrive reduction
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content_tags.definitions[3]
definitioninitial conditions
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content_tags.definitions[4]
definitionGo/No-Go
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content_tags.definitions[5]
definitionCue mode
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content_tags.definitions[6]
definitionBehavior mode
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content_tags.definitions[7]
key-termsthirst, satiety state, State mode, Cue mode, Behavior mode, gating, brainwide, Neuropixels, single units, decoding, initial conditions, drive reduction, Go/No-Go, SFO
Statistics — cross-field join keys
field-invariant statistical terms, used in their statistical sense (gated on a number / symbol / test). A p-value or a standard deviation means the SAME thing in physics, biology, psychology and sociology — so these are the strongest cross-field join keys. Grounded verbatim.
Wilcoxon signed-rank test P
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content_tags.statistics[0]
Wilcoxon rank-sum test P
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content_tags.statistics[1]
chi-squared test χ 2 as written: χ 2 test
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content_tags.statistics[2]
t-test with false-discovery-rate correction P as written: two-tailed t test, FDR correction
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content_tags.statistics[3]
correlation against shuffled data with Bonferroni correction R as written: absolute R value compared with shuffled data, Bonferroni correction
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content_tags.statistics[4]
linear decoder (classification analysis) as written: linear decoding approach
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content_tags.statistics[5]
unsupervised clustering
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content_tags.statistics[6]
held-out test data (out-of-sample validation) as written: held-out test data
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content_tags.statistics[7]
standard error of the mean SEM as written: mean ± SEM
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content_tags.statistics[8]
Wilcoxon signed-rank test
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content_tags.statistics[9]
two-tailed t test
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content_tags.statistics[10]
false discovery rate (FDR) correction
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content_tags.statistics[11]
Second readings
a facet read a second time, independently, from its own sentence — and whether the two readings agree
methodhigh-density extracellular recording across many brain regions during a Go/No-Go task, with population-mode decomposition, linear decoding and optogenetic stimulation — a second reading DIFFERING from the recorded value; recorded: electrophysiology
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alternatives.method
phenomenonstate-dependent gating of a water-predicting cue: the same odour produces a brainwide wave when thirsty and only a transient when sated — a second reading DIFFERING from the recorded value; recorded: thirst motivational state
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alternatives.phenomenon

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