Attempting a toy model of vertebrate understanding

Tag: lateral hypothalamus

Essay 29: sleep circuits

The first two parts of this essay were a general overview of the necessity of sleep and some of the properties. Here I’m going over some of the brainstem circuits that control sleep.

Wake ignition

Waking requires intrinsic motivation because sleeping places the animal away from distraction, to an extreme in hibernation. A short nap, as is more typical in the waking period, needs to end without needing external stimulus or an internal one like hunger. What’s needed is an internal ignition source to drive wake and motivation.

In rodents, if the area around R.pb (parabrachial nucleus in r1) is lesioned, the animal remains in a coma [Fuller et al 2011]. For humans, a study of coma showed a pattern of the same area as consistently being destroyed [Grady et al 2022]. However, the exact cells aren’t known, and other studies that lesion R.pb for conditioned taste studies don’t produce coma. Still, this site seems a likely ignition area.

Possible wake ignition subcircuit. R.pb is the main ignition source and wakes motivational areas like H.l. H.l (lateral hypothalamus), N5 (trigeminal nerve), N10 (vagus nerve), Nsp (spinal cord), R.pb (parabrachial nucleus), R.pz (parafacial zone).

The above diagram shows a possible wake ignition circuit. The area around R.pb is the main wake ignition node. R.pb produces wake by stimulating motivational areas like H.l (and others).

It’s not known if the R.pb area is self-igniting or if astrocytes in the area are critical, or if it uses peripheral wake signals such as N5 (trigeminal nerve), N10 (vagus nerve), or N.sp (spinal cord or other periphery) [Grady et al 2022]. In the fruit fly Drosophila specialized peripheral leg neurons can promote daytime sleep [Jones et al 2023]. These specialized neurons are distinct from sensor or motor neurons. In addition peripheral neurons from Drosophila PPM area are wake promoting [Satterfield et al 2022]. So, it seems plausible that peripheral nerves such as N5, N10, or N.sp could have similar wake-producing neurons, although this is entirely speculative.

If R.pb is a wake-ignition system, then sleep needs to suppress it, whether by internal clock regulation, or external suppression. In the hindbrain, R.pz (parafacial zone near N7 and r5 / r6) suppresses R.pb to create sleep [Anaclet et al 2014]. Disabling R.pz decreases NREM sleep by 30% [Erikson et al 2019].

Hindbrain (rhombomere) sleep

R.rs (reticulospinal) neurons in the caudal hindbrain (medulla, r6-r8) have both wake and sleep effects. Because R.rs are motor control neurons, they need to suppress sleep while they’re active, but the same area also contains sleep promoting areas. So, when experimenters stimulate the area, the animal remains awake, but immediately following the end of stimulation the animal sleeps, because the sleep-inhibition is removed. [Teng et al 2022]. These R.rs neurons (ventrolateral medulla) send collaterals to Po.vl (ventrolateral preoptic area), which is a forebrain sleep / wake area.

Midbrain sleep

A specific nucleus near N3 (oculomotor nerve) and associated motor areas (Edinger-Westphal) is a sleep promoting area. Stimulating it increases NREM [Zhang et al 2019]. (I’m just noting this for reference. I don’t understand how this area connects with other sleep areas.)

Ventral preoptic area

Although wake-maintaining areas are widely distributed, and much of sleep-circuitry is postponing sleep for ongoing actions, sleep-promoting area are more rare. One sleep-promoting area is Po.vl (ventrolateral preoptic area) and Po.mn (median preoptic area), which are adjacent area. Po.vl is inhibitory GABA and inhibits neurotransmitter wake areas like V.lc (locus coeruleous – norepinephrine), Vta (dopamine), V.dr (serotonin), M.pag.v (which is V.dr but refers to a dopamine area), and Ppt (pedunculopontine nucleus – acetylcholine) and P.ldt (laterodorsal tegmental nucleus – also acetylcholine).

Po.vl sleep-promoting area suppresses wake-promoting areas. H.l (lateral hypothalamus), Po.vl (ventrolateral preoptic area), R.pb (parabrachial nucleus), R.pz (parafacial zone), V (wake-neurotransmitter areas including dopamine, histamine, serotonin, acetylcholine, orexin).

In the diagram above, Po.vl promotes sleep by inhibiting wake-promoting areas, here represented by H.l and V, where V includes the neurotransmitter wake areas. This Po.vl function is one pole of the flip-flop analogy [Saper et al 2001], driving sleep transitions faster and supporting continuous sleep, avoiding fragmentation.

Lateral Hypothalamus

H.l is a sleep wake hub [Gazea 2021] with both wake-promoting peptide orexin, and GABA neurons promoting wake. The orexin peptide is wake-related, because if it’s missing, people and animals develop narcolepsy and cataplexy. H.l orexin neurons project to other wake-promoting areas like V.lc, Ppt, V.dr, Vta, and is believed to sustain wakefulness.

Stimulating orexin neurons does produce wake after sleep, but only after 10-20 seconds, so these aren’t directly wake producing, but more wake facilitating. In contrast, V.lc norepinephrine neurons produce wake in 2 seconds [Yamaguchi et al 2018].

In addition, a study suggested that human orexin is low at dawn, a time when people are active and twos to peak at dusk [Mogavero et al 2023]. So orexin’s role is something more complicated than simply a wake-promoting peptide. (Note: this study seemed somewhat unreliable. I’d like to see a more detailed orexin over time study for rodents, where measurements can be more precise).

Other sleep and wake neurons exist in H.l without the orexin [Heiss et al 2018]. For example, some Vta GABA neurons that express SST (somatostatin) store sleep requirements for up to 5 hours, and signal the extra sleep need to H.l [Yu et al 2019].

Lateral hypothalamus and value neurotransmitters as a wake hub. Hb (habenula), H.l (lateral hypothalamus), pineal (pineal gland), R.pb (parabrachial nucleus), V (wake-promoting neuropeptides)

The above diagram shows two complementary roles for H.l. First, H.l can suppress Hb.l circadian sleep-promoting path with H.l orexin projections to Hb that inhibit anaesthesia [Zhou et al 2023] and promote aggressive arousal [Flanigan et al 2020].

The positive feedback loop from H.l to Hb (habenula) to V and back to H.l sustains wake. The gain for positive feedback could vary in circadian cycles. A high gain in the morning could produce full wake even with little activity. A low gain at night would make it harder to sustain wake.

Misc notes: Sleep preparation is a distinct, complicated pre-sleep behavior. One trigger seems to be from F.pl (pre limbic frontal cortex) SST neurons to H.l [Tossell et al 2023]. Astrocytes also seem to be involved with H.l wake, are active when waking and promoting wakefulness [Cai et al 2022]. H.pv is also sleep promoting and if it’s knocked out, significant daytime sleep increases, particularly in the morning [Chen et al 2021]. In contrast, the posterior hypothalamus has astrocytes that increase sleep at night [Pelluru et al 2016].

Vta sleep/wake glutamate and GABA

For the moment, let’s ignore Vta (ventral tegmental area) dopamine. Vta includes glutamate and GABA neurons that derive from r1 (hindbrain rhombomere 1) [Lahti et al 2016] that enhance wake with glutamate [Yu et al 2019] and enhance sleep with GABA [Chowdury et al 2019]. The tail of Vta, RMTg (rostromedial tegmental are in r2 / r3) is essential for NREM sleep [Yang et al 2018].

Vta glutamate, GABA, and DA all control sleep using H.l and S.msh (medial shell of the ventral stratum aka nucleus accumbens). As noted above, H.l is a coordinator of sleep and wake with not only orexin but also GABA and glutamate. Inhibiting Vta GABA bypasses sleep homeostasis, producing a mania state during circadian wake times [Yu et al 2021], [Yu et al 2022].

Vta glutamate stimulation promotes continuous wake independent of DA [Yu et al 2019], via projections to H.l, S.sh, and P.v (ventral pallidum), particularly the NOS1 cells.

Vta.g (GABA neurons of Vta) stimulation encourages NREM sleep. If Vta.g are inhibited, the animal remains 100% awake for hours, during the normal wake period, not the normal sleep period [Yu et al 2022]. The Hb.l projection to Vta.g is required for the anesthetic propofol to work [Gelegen et al 2018].

Interestingly, a specific SST (somatostatin) subset of Vta GABA retains a future sleep requirement from social defeat, where social defeat produces extra sleep. When the rodent loses a conflict, these Vta SST neurons have elevated calcium for up to five hours, and then the animal sleeps, these neurons fire to H.l, extending sleep duration [Yu et al 2019]. Speculating here, this multi-hour memory suggests a possible astrocyte involvement.

Returning the dopamine. Vta dopamine produces wake, while Vta dopamine inhibition produces sleep with nesting behavior [Eban-Rothschild et al 2016], as opposed to immediate collapse like narcolepsy. Low dopamine in a behaviorist experiment produces long decays, difficulty in locomotion and sleepiness [Nicola 2007]. However, other studies argue that dopamine itself is not wake promoting [Takata et al 2018].

Habenula

As mentioned in a previous post, Hb (habenula) is a sleep-promoting area as a motor-inhibiting area driven by the pineal gland and extending melatonin’s role [Hikosaka 2012]. This sleep promoting area is in a positive feedback loop with the wake-promoting neurotransmitters and peptides.

Pineal gland through habenula as promoting sleep by suppressing motivation and motor action. Hb (habenula), V (wake-promoting neurotransmitters and peptides).

This above diagram is a different perspective on the prior H.l diagram, where I’ve merged H.l into V and made the motor and motivation suppression explicit. Here the wake-promoting neurotransmitters gate motivation and motor, extending the role of melatonin, which suppresses action.

Active actions promote wake and suppress sleep, like the R.rs wake efferent copies [Teng et al 2022], by stimulating the value neurons. In turn, the value neurons suppress the habenula such as Vta to Hb.l [Webster et al 2021] and serotonin inhibiting Hb.l [Tchenio 2016], H.l orexin and GABA also inhibit Hb.l [Flanigan 2020], [Gazea 2021]. As mentioned above, these positive feedback loops sustain wake despite sleep pressure.

Summary circuit

Putting these components of the sleep/wake circuit together produces something like the following, where I’ve emphasized the habenula to show how that subsystem fit into the whole circuit.

Sleep/wake circuit emphasizing the pineal, melatonin habenula path. Hb (habenula), H.l (lateral hypothalamus), S/P (basal ganglia), Po.v (ventrolateral and median preoptic areas), R.pb (parabrachial nucleus), R.pz (parafacial zone).

As before, the circadian sleep drive from the pineal gland drives the habenula, which inhibits wake neurotransmitters, which inhibits motivation and action using the basal ganglia as a gate. Ongoing action sustains wake against habenula-driven sleep pressure.

Sleep/wake summary circuit. Hb (habenula), H.l (lateral hypothalamus), S/P (basal ganglia), Po.vl (ventrolateral preoptic area), R.pb (parabrachial nucleus), R.pz (parafacial zone).

The full diagram includes the wake-ignition circuit from R.pb, the sleep-sustain circuit in Po.v (Po.vl and Po.mn), and the wake-sustain circuit in H.l and V. As a reminder, this model is highly simplified and really only serves as a skeleton to organize the various brainstem sleep systems.

Cortical slow wave sleep

Although I’m trying to avoid the cortex as long as possible, studies use cortical slow waves as a sleep marker, so it’s inescapable. Cortical slow waves are globally synchronized neuron firing between around 0.5Hz to 4Hz. The slow wave firing has no information content, but the oscillations may help clear the cortex of metabolic toxins.

During wake, neurons expend to fill the intercellular space because of the neuron’s ion gradients. Filling the intercellular space means the CSF (cerebral-spinal fluid) can’t clear metabolic toxins [Xie et al 2013]. Slow wave sleep shrinks the neurons allowing fluid to fill the intercellular space, and the oscillations may even help with fluid circulation [Fultz et al 2019].

Cortical sleep appears strongly coupled to astrocytes. Astrocyte calcium precedes slow waves in the cortex [Poskanzer and Yuste 2016]. Astrocytes may even organized SWS waves across the cortex, using electrical gap junctions to connect to astrocyte neighbors [Vaidyanathan et al 2021].

Wake signals driving cortical wake. C (cortex), H.l (lateral hypothalamus), Hb (habenula), P.bf (basal forebrain), V (wake neuropeptides)

The above diagram shows a simplified cortical wake circuit, although the cortex is also affected by wake neurotransmitters norepinephrine, serotonin and dopamine. In this model the cortex is mostly an appendage of the brainstem sleep circuit, waking when the brainstem wakes.

P.bf (basal forebrain) is a set of GABA and ACh nuclei that activate the cortex, hippocampus, and olfactory bulb. Although P.bf is identified by its ACh neurons, the GABA projections seem to be more important for wake.

Notes: Local cortical sleep pressure is signaled with GABA [Alfonsa et al 2023]. Parts of the cortex can sleep independently [Krueger et al 2013].

Ppt and P.ldt ACh and wake

Although I’ve lumped Ppt (pedunculopontine nucleus) and P.ldt (laterodorsal tegmental nucleus) with the “V” wake promoting areas, they deserve a special mention because of their connection and similarity with P.bf. Ppt and P.ldt are ACh ganglia near the isthmus midbrain-hindbrain boundary. Ppt is part of the MLR, showing the tight connection between locomotion and wake. Ppt feeds into P.bf, the striatum, and other locomotive regions like H.stn.

Interestingly, all Ppt neurons self-generate gamma oscillations through intrinsic channels [Garcia-Rill et al 2015]. So it could be an ignition source of gamma activation in the striatum and cortex.

References

Alfonsa H, Burman RJ, Brodersen PJN, Newey SE, Mahfooz K, Yamagata T, Panayi MC, Bannerman DM, Vyazovskiy VV, Akerman CJ. Intracellular chloride regulation mediates local sleep pressure in the cortex. Nat Neurosci. 2023 Jan;26(1):64-78. 

Anaclet C, Ferrari L, Arrigoni E, Bass CE, Saper CB, Lu J, Fuller PM. The GABAergic parafacial zone is a medullary slow wave sleep-promoting center. Nat Neurosci. 2014 Sep;17(9):1217-24. 

Cai P, Huang SN, Lin ZH, Wang Z, Liu RF, Xiao WH, Li ZS, Zhu ZH, Yao J, Yan XB, Wang FD, Zeng SX, Chen GQ, Yang LY, Sun YK, Yu C, Chen L, Wang WX. Regulation of wakefulness by astrocytes in the lateral hypothalamus. Neuropharmacology. 2022 Dec 15;221:109275. 

Chen CR, Zhong YH, Jiang S, Xu W, Xiao L, Wang Z, Qu WM, Huang ZL. Dysfunctions of the paraventricular hypothalamic nucleus induce hypersomnia in mice. Elife. 2021 Nov 17;10:e69909. doi: 10.7554/eLife.69909.

Chowdhury S, Matsubara T, Miyazaki T, Ono D, Fukatsu N, Abe M, Sakimura K, Sudo Y, Yamanaka A. GABA neurons in the ventral tegmental area regulate non-rapid eye movement sleep in mice. Elife. 2019 Jun 4;8:e44928.

Eban-Rothschild A, Rothschild G, Giardino WJ, Jones JR, de Lecea L. VTA dopaminergic neurons regulate ethologically relevant sleep-wake behaviors. Nat Neurosci. 2016 Oct;19(10):1356-66. doi: 10.1038/nn.4377. Epub 2016 Sep 5.

Erickson ETM, Ferrari LL, Gompf HS, Anaclet C. Differential Role of Pontomedullary Glutamatergic Neuronal Populations in Sleep-Wake Control. Front Neurosci. 2019 Jul 30;13:755. 

Flanigan ME, Aleyasin H, Li L, Burnett CJ, Chan KL, LeClair KB, Lucas EK, Matikainen-Ankney B, Durand-de Cuttoli R, Takahashi A, Menard C, Pfau ML, Golden SA, Bouchard S, Calipari ES, Nestler EJ, DiLeone RJ, Yamanaka A, Huntley GW, Clem RL, Russo SJ. Orexin signaling in GABAergic lateral habenula neurons modulates aggressive behavior in male mice. Nat Neurosci. 2020 May;23(5):638-650.

Fuller PM, Sherman D, Pedersen NP, Saper CB, Lu J. Reassessment of the structural basis of the ascending arousal system. J Comp Neurol. 2011 Apr 1;519(5):933-56. 

Fultz NE, Bonmassar G, Setsompop K, Stickgold RA, Rosen BR, Polimeni JR, Lewis LD. Coupled electrophysiological, hemodynamic, and cerebrospinal fluid oscillations in human sleep. Science. 2019 Nov 1;366(6465):628-631.

Garcia-Rill E, Hyde J, Kezunovic N, Urbano FJ, Petersen E. The physiology of the pedunculopontine nucleus: implications for deep brain stimulation. J Neural Transm (Vienna). 2015 Feb;122(2):225-35. 

Gazea M, Furdan S, Sere P, Oesch L, Molnár B, Di Giovanni G, Fenno LE, Ramakrishnan C, Mattis J, Deisseroth K, Dymecki SM, Adamantidis AR, Lőrincz ML. Reciprocal Lateral Hypothalamic and Raphe GABAergic Projections Promote Wakefulness. J Neurosci. 2021 Jun 2;41(22):4840-4849. 

Gelegen C, Miracca G, Ran MZ, Harding EC, Ye Z, Yu X, Tossell K, Houston CM, Yustos R, Hawkins ED, Vyssotski AL, Dong HL, Wisden W, Franks NP. Excitatory Pathways from the Lateral Habenula Enable Propofol-Induced Sedation. Curr Biol. 2018 Feb 19;28(4):580-587.e5.

Grady FS, Boes AD, Geerling JC. A Century Searching for the Neurons Necessary for Wakefulness. Front Neurosci. 2022 Jul 19;16:930514.

Heiss JE, Yamanaka A, Kilduff TS. Parallel Arousal Pathways in the Lateral Hypothalamus. eNeuro. 2018 Aug 21;5(4):ENEURO.0228-18.2018.

Hikosaka O. The habenula: from stress evasion to value-based decision-making. Nat Rev Neurosci. 2010 Jul;11(7):503-13.

Jones JD, Holder BL, Eiken KR, Vogt A, Velarde AI, Elder AJ, McEllin JA, Dissel S. Regulation of sleep by cholinergic neurons located outside the central brain in Drosophila. PLoS Biol. 2023 Mar 2;21(3):e3002012. 

Krueger JM, Huang YH, Rector DM, Buysse DJ. Sleep: a synchrony of cell activity-driven small network states. Eur J Neurosci. 2013 Jul;38(2):2199-209. 

Lahti L, Haugas M, Tikker L, Airavaara M, Voutilainen MH, Anttila J, Kumar S, Inkinen C, Salminen M, Partanen J. Differentiation and molecular heterogeneity of inhibitory and excitatory neurons associated with midbrain dopaminergic nuclei. Development. 2016 Feb 1;143(3):516-29. 

Mogavero MP, Godos J, Grosso G, Caraci F, Ferri R. Rethinking the Role of Orexin in the Regulation of REM Sleep and Appetite. Nutrients. 2023 Aug 22;15(17):3679. 

Nicola SM. Reassessing wanting and liking in the study of mesolimbic influence on food intake. Am J Physiol Regul Integr Comp Physiol. 2016 Nov 1;311(5):R811-R840. 

Pelluru D, Konadhode RR, Bhat NR, Shiromani PJ. Optogenetic stimulation of astrocytes in the posterior hypothalamus increases sleep at night in C57BL/6J mice. Eur J Neurosci. 2016 May;43(10):1298-306.

Poskanzer KE, Yuste R. Astrocytes regulate cortical state switching in vivo. Proc Natl Acad Sci U S A. 2016 May 10;113(19):E2675-84. 

Saper CB, Fuller PM, Pedersen NP, Lu J, Scammell TE. Sleep state switching. Neuron. 2010 Dec 22;68(6):1023-42.

Satterfield LK, De J, Wu M, Qiu T, Joiner WJ. Inputs to the sleep homeostat originate outside the brain. J Neurosci. 2022 Jun 9;42(29):5695–704. 

Tchenio A, Valentinova K, Mameli M. Can the Lateral Habenula Crack the Serotonin Code? Front Synaptic Neurosci. 2016 Oct 24;8:34.

Teng S, Zhen F, Wang L, Schalchli JC, Simko J, Chen X, Jin H, Makinson CD, Peng Y. Control of non-REM sleep by ventrolateral medulla glutamatergic neurons projecting to the preoptic area. Nat Commun. 2022 Aug 12;13(1):4748. 

Tossell K, Yu X, Giannos P, Anuncibay Soto B, Nollet M, Yustos R, Miracca G, Vicente M, Miao A, Hsieh B, Ma Y, Vyssotski AL, Constandinou T, Franks NP, Wisden W. Somatostatin neurons in prefrontal cortex initiate sleep-preparatory behavior and sleep via the preoptic and lateral hypothalamus. Nat Neurosci. 2023 Oct;26(10):1805-1819. 

Vaidyanathan TV, Collard M, Yokoyama S, Reitman ME, Poskanzer KE. Cortical astrocytes independently regulate sleep depth and duration via separate GPCR pathways. Elife. 2021 Mar 17;10:e63329.

Webster JF, Lecca S, Wozny C. Inhibition Within the Lateral Habenula-Implications for Affective Disorders. Front Behav Neurosci. 2021 Nov 26;15:786011.

Xin W, Schuebel KE, Jair KW, Cimbro R, De Biase LM, Goldman D, Bonci A. Ventral midbrain astrocytes display unique physiological features and sensitivity to dopamine D2 receptor signaling. Neuropsychopharmacology. 2019 Jan;44(2):344-355.

Yamaguchi H, Hopf FW, Li SB, de Lecea L. In vivo cell type-specific CRISPR knockdown of dopamine beta hydroxylase reduces locus coeruleus evoked wakefulness. Nat Commun. 2018 Dec 6;9(1):5211. 

Yang SR, Hu ZZ, Luo YJ, Zhao YN, Sun HX, Yin D, Wang CY, Yan YD, Wang DR, Yuan XS, Ye CB, Guo W, Qu WM, Cherasse Y, Lazarus M, Ding YQ, Huang ZL. The rostromedial tegmental nucleus is essential for non-rapid eye movement sleep. PLoS Biol. 2018 Apr 13;16(4):e2002909. 

Yu X, Li W, Ma Y, Tossell K, Harris JJ, Harding EC, Ba W, Miracca G, Wang D, Li L, Guo J, Chen M, Li Y, Yustos R, Vyssotski AL, Burdakov D, Yang Q, Dong H, Franks NP, Wisden W. GABA and glutamate neurons in the VTA regulate sleep and wakefulness. Nat Neurosci. 2019 Jan;22(1):106-119. 

Yu X, Ba W, Zhao G, Ma Y, Harding EC, Yin L, Wang D, Li H, Zhang P, Shi Y, Yustos R, Vyssotski AL, Dong H, Franks NP, Wisden W. Dysfunction of ventral tegmental area GABA neurons causes mania-like behavior. Mol Psychiatry. 2021 Sep;26(9):5213-5228. 

Yu X, Zhao G, Wang D, Wang S, Li R, Li A, Wang H, Nollet M, Chun YY, Zhao T, Yustos R, Li H, Zhao J, Li J, Cai M, Vyssotski AL, Li Y, Dong H, Franks NP, Wisden W. A specific circuit in the midbrain detects stress and induces restorative sleep. Science. 2022 Jul;377(6601):63-72. 

Zhang J, Peng Y, Liu C, Zhang Y, Liang X, Yuan C, Shi W, Zhang Y. Dopamine D1-receptor-expressing pathway from the nucleus accumbens to ventral pallidum-mediated sevoflurane anesthesia in mice. CNS Neurosci Ther. 2023 Nov;29(11):3364-3377. 

Zhou F, Wang D, Li H, Wang S, Zhang X, Li A, Tong T, Zhong H, Yang Q, Dong H. Orexinergic innervations at GABAergic neurons of the lateral habenula mediates the anesthetic potency of sevoflurane. CNS Neurosci Ther. 2023 May;29(5):1332-1344. 

Essay 27: Feeding State Machine

Essay 27 returns to feeding, which essay 23 had an earlier sketch of. While the animal in earlier essays could eat while moving, like snails and worms, this essay will add the requirement of stopping before eating, which requires extra control mechanisms to manage the state transition.

A filter feeder like amphioxus, a non-vertebrate chordate that may hint at pre-vertebrate feeding, might move to find a better feeding zone, but then settles down as a static filter feeder. Tunicates, which are more closely related to vertebrates settle down permanently as adults and dissolve their brain as no longer needed. Because I want to keep the essay simple, I’m imaging something more like licking, which is more studied in rodents, as opposed to a more alien filter feeding. The main problem for the essay to introduce locomotion and eating as distinct actions.

As a contrast to further explore the idea of states and state transitions, the essays also explores the transition between roaming and dwelling: global wide-ranging search vs area restricted search. Roaming and dwelling are more amorphous motivational states as opposed to the strict motor division between moving and eating.

Feeding states

Below is a more detailed diagram of the foraging and feeding states, revolving around the core foraging task. The animal passively roams until is finds an odor cue for a food target, which starts a seek to the target. If it finds food, the animal sops and eats.

In this model, the roam state and dwell state can be separate from seeking a target, depending on the animal’s environmental niche. A seek can start in a roam state or a dwell state, and seek cues may or may not initiate dwell state. For example, dwell state might only start when the animal eats nutritious food, indicating that food is nearby.

Feeding state diagram for the essay. ach (acetylcholine neurotransmitter) agrp (hunger peptide), ARS (area restricted search), cgrp (alarm/bitter taste peptide), da (dopamine), glp-1 (satiety/sickness peptide), ox (orexin wakefulness/action peptide), set (somatostatin peptide), V.dr (dorsal raphe), 5HT (serotonin)

The diagram includes important failure states. If seeking fails, the animal gives up and leaves the area, and must ignore the last cue to avoid perseveration. If the taste is bitter or toxic, the animal rejects the food. For now, I’m postponing longer failure states like the food lacking nutritional value or causing food poisoning.

To avoid perseveration, seeking the failed cue forever, the avoid state moves the animal away from the failed cue and ignores seek cues. A more sophisticated brain could remember the failed cue for a short time, but the current essays lack short term memory.

Eating here means specifically licking or filter feeding. I’m being precise here because the simulation requires it, and more vague neuroscience terms like “reward” are often unclear about exactly what it’s relation to actual eating are.

The connection between the dwell state and serotonin is from [Flavell et al 2013], [Ji et al 2021] which founds serotonin marking the dwell state in the flatworm C. elegans, and [Marques et al 2020] finding serotonin for a zebrafish dwell (“exploit”) state.

Roaming and dwelling

Food search phases have multiple strategies, broadly divided into roaming and dwelling. Roaming is a broader, more general search without a specific area or target. Dwelling or ARS (area restricted search) is slower, with tighter turning, where the current area is believed to be more likely to have food. [Horstick et al 2017] describes dwell as four properties: reduction in travel distance, increased change in orientation, increased path complexity, and a directional bias.

For this essay, dwelling is a motivational drive not a motor command, meaning it can overlap with other motivations and doesn’t provide a strict action state requirement. For example, dwell isn’t required to seek a target, which can occur in the roaming state, for example in C. elegans [Ji et al 2021].

In the C. elegans the dwell state is associated with serotonin and the roam state with PDF (pigment dispensing factor) [Flavell et al 2013]. In zebrafish the dwell state is associated with V.dr (dorsal raphe) serotonin [Marques et al 2020], the roam state is associated with SST (somatostatin peptide) [Horstick et al 2017]. While arousal isn’t quite the same as well, [Lovett-Barron et al 2017] found SST as a low-arousal marker, while CART, ACh (acetylcholine), NE (norepinephrine), serotonin, dopamine and NPY (neuropeptide Y) as signs of high arousal.

Triggers for the dwell state depend on the animal’s species [Dorfman et al 2020]. In C. elegans, which feeds on bacteria, nutritional feedback extends the dwell state [Ben Arous et al 2009]. In some animals a food cue triggers dwell, while in others only eating nutritious food triggers dwell. In zebrafish lack of a food cue causes H.c (caudal hypothalamus) activation decay [Wee et al 2019].

Reflexive eating

This essay models reflexive eating as a hindbrain system controlled by B.pb (parabrachial nucleus) with downstream motor and sensory in B.nts (nuclei tractus solitarius), M.mdd (reticular medulla), and B.3g (trigeminal – orofacial sensorimotor). The simulation isn’t as detailed, treating the hindbrain eating as a single low-level module.

Hindbrain modules involved in reflexive eating. B.3g (trigeminal), B.mdd (reticular medulla), B.nts (nucleus tractus solitarius), B.pb (parabrachial nucleus).

This innate circuit can with without input from higher areas [Watts et al 2022]. For example if rodents lack any dopamine, they won’t move or eat and will starve even if food is near them. However, if food or water is placed at their lips, which activates the innate circuit, the rodents will eat [Rossi et al 2016].

The B.pb area also processes sweet, bitter or salt, and can reject food without requiring higher areas. The higher areas modulate B.pb behavior, such as suppressing B.pb’s innate rejection of sour when drinking lemonade.

Because the B.pb innate eating and the MLR (midbrain locomotor region) are independent, some system much coordinate switching between moving and eating.

The illusion of state machine atomicity

The feeding state diagram suggests a simple atomic transition from seeking food to eating the food, but this transition needs management from some neural circuits. For example, when braking during driving, drivers need to pay attention to the stopping distance. Braking stops a car, but the state transition isn’t a simple atomic transition. For this essay’s eating task, some neural circuit must keep track of the animal’s stopping after seeking and only allow eating when locomotion has stopped.

State transition from seeking to eating, emphasizing the stopping state. H.pstn (parasubthalamic nucleus), H.stn (subthalamic nucleus).

H.stn (subthalamic nucleus) is involved with stopping, waiting, and switching tasks [Isoda and Hikosaka 2008]. Since H.stn also receives motor efference copies via T.pf (thalamus parafascicular nucleus) and Ppt (peduncular pontine nucleus), H.stn is in a good position to manage the stopping transition and can prevent eating until the locomotion has ended. The diagrams shows H.pstn (parasubthalamic nucleus) as a parallel area for gaiting eating, following [Barbier et al 2021].

H.stn and H.pstn state transition circuit

H.stn and H.pstn are well-placed to fulfill the transitions between seeking and eating. To flesh this idea out, here’s a simplified model of the seal to eat state transition circuit.

The main action paths are horizontal: moving is from H.stn to MLR to B.rs (reticulospinal motor neurons) and eating is from H.pstn to B.nts to orofacial licking motor neurons. The rest of the circuit manages the transition between the two states.

State transition circuit for move state to eat state. B.nts (nucleus tractus solidarus), fb (feedback), H.pstn (parasubthalamic nucleus), H.stn (subthalamic nucleus), MLR (midbrain locomotor region), Snr (substantia nigra pars reticulata), T.cl (centrolateral thalamus), T.pf (parafascicular thalamus).

Control over the transition comes from S.nr (substantia nigra pars reticulata), which inhibits eating when the animal is moving, and inhibits moving while the animal is eating. To know when the animal has stopped moving, H.stn receives motor efferent copies from T.cl and T.pf (centrolateral and parafascicular thalamus, aka intralaminar). As a note, T.cl contains cerebellum output, so H.stn may receive fine-grained motor timing feedback. H.pstn receives parallel eating efferent copies from B.pb and B.nts to know when the animal has stopped eating.

This circuit has the same structure as a lateral inhibition decision circuit, but the function is about handling timing and transition, not deciding between competing options.

Note: [Shah et al 2022] suggest H.pstn is more specific to suppressing feeding for aversive situations like food poisoning or a predator threat, but not the motor control as described here.

A note on this model: the actual neural circuit isn’t as clean, parallel and logical, because evolution isn’t an intelligent designer. Furthermore, this brain region is part of the neuropeptide core, where neuropeptide broadcast-like signaling can be more important than point-to-point circuit diagrams. Specifically, the disinhibition of B.pb eating is more likely peptides from the hypothalamus, not S.nr tonic inhibition.

H.l food zone

Studies on H.l (lateral hypothalamus) show two interesting results relevant here [Jennings et al 2015]:

  • Two distinct GABA neuron populations gate eating and seeking.
  • Two distinct neuron populations are active in a food zone or outside a food zone.

The food zone neurons partially explain how H.l decides between seeking and eating. How does this animal knows when it’s reached the food? In C. elegans there are dopamine chemosensory neurons that sense when the animal passes over food bacteria, and signals the animal to slow [Sawin et al 2000]. Dopamine chemosensory neurons also signal for the animal to turn more when leaving food (dwell-like state) [Hills et al 2004]. For this essay, using B.pb and B.nts to sense nearby food seems like a reasonable simplification because the simulation animal is aquatic and aquatic taste is a chemosensory system, similar to a close-range olfaction.

Food zone modulation of seeking and eating. fz (food zone), H.l (lateral hypothalamus).

The essay uses a signal when the animal is in a food zone or not in a food zone. The food zone signal inhibits eating or seeking actions when the animal is in a non-appropriate place. The essay uses a signal from B.pb as mentioned above.

In mammals H.l receives input from more sophisticated location systems than a bare chemosensory signal, such as E.sub.d (dorsal subiculum of hippocampus), S.ls (lateral septum, which processes hippocampal output), A.bl (basolateral amygdala, highly connected to hippocampus), S.msh (medial shell striatum receiving large hippocampus input) as well as the bare B.pb as for the simulation. All these areas incorporate more complicated environmental context. When the essays start investigating environmental context, I’ll need to revisit the H.l food zone with more sophisticated input.

H.sum as driving seek

Fleshing out the drivers of the seek circuit, consider H.sum (supramammillary nucleus, aka retromammillary) and its role in exploring (roaming and seeking). [Ferrell et al 2021] study a subset of H.sum neurons that express tac1 peptide (tachykinin, aka substance-P or neurokinin). These H.sum neurons correlate highly with movement velocity, a second before the action. Since they precede action, they’re upstream in the locomotive path.

H.sum is also involved in wakefulness [Liang et al 2023], [Plaisier et al 2020], motivation [Kesner et al 2021], and specifically food motivation [Le May et al 2019], and is modulated by hunger peptides like GLP-1 [Vogel et al 2016], [López-Ferreras et al 2018].

H.sum also participates in threat avoidance [Escobedo et al 2023], but that circuit is through Poa (preoptic area) and is outside this essay, although it would be interesting if any of the downstream circuitry is shared. H.sum is also well know for its role in hippocampal theta oscillations, novelty [Chen et al 2020], temporal and spatial memory [Cui et al 2013], and social memory, although those are outside the scope of this essay.

The diagram below shows a possible explore-related path of mammalian H.sum via the tac1 neurons.

Exploration locomotion driven through H.sum. H.l (lateral hypothalamus), H.sum (supramammillary nuleus), Hb.l (lateral habenula), MLR (midbrain locomotor region), M.pag (periaqueductal gray), P.ms (medial septum), V.dr (dorsal raphe – serotonin), Vta (ventral tegmental area – dopamine)

It may be important that H.sum and Vta (ventral tegmental area) are both neighbors and H.sum includes dopamine neurons and those dopamine neurons are sometimes considered an extension of the Vta [Yetnikoff et al 2014].

The following diagram gives an extremely rough idea of the adjacency of these areas. In a smaller primitive pre-vertebrate, these might not only be neighbors but mingled earlier functionality. The diagram includes H.zi (zona incerta) because it’s a neighbor, and also because H.zi is a food-seeking area [Ye et al 2023], but I’m postponing consideration of H.zi to a future essay.

Neighbors of the lateral habenula and supramammillary nucleus. H.l (lateral hypothalamus), H.pstn (parasubthalamic nucleus), H.stn (subthalamic nucleus), H.sum (supramammillary nucleus), H.zi (zona incerta), MLR (midbrain locomotive region), Ppt (Pedunculopontine pontine nucleus), Snc (substantia nigra pars compacta – dopamine), Snr (substantia nigra pars reticulata), Vta (ventral tegmental nucleus – dopamine), ZLI (zona limitans intrathalamica).

In addition, the rostral part of Vta nearest H.sum is part of p3 in the prosomeric embryonic model, which is a source of hypothalamic cells [Kim et al 2022]. For pre-vertebrates in this essay, then, there might not be a distinct between H.sum and Vta / posterior tuberculum, particularly since the essays are currently focusing on downstream connections, not upstream dopamine to a future striatum. Zebrafish downstream dopamine circuits directly modulate locomotor movement [Ryczko et al 2020], [Reinig et al 2017]. I think it’s reasonable to simplify this circuit for now and consider H.sum as directly projecting to MLR.

State transition circuit for seek to eat

Putting these ideas together yields something like the diagram below. Like the earlier simplified diagram, horizontal paths drive core seeking and eating behavior, and other circuits manage the state transition. Seeking uses the top path from H.l to H.sum to MLR to B.rs, which produces the final locomotion. Eating uses the bottom path from H.l to H.pstn to B.nts, which controls reflexive eating.

State management circuit for seek to eat transition. B.nts (nucleus tracts solitarius), fb (feedback), fz (food zone), H.l (lateral hypothalamus), H.pstn (parasubthalamic nucleus), H.stn (subthalamic nucleus), H.sum (supramammillary nucleus), MLR (midbrain locomotor region), T.cl (centrolateral thalamus), T.pf (parafascicular thalamus).

The left contains motivational drivers. The food zone and non food zone systems restrict seeking and eating, only allowing seeking and eating in appropriate locations.

In the center H.stn and its parallel H.stn enforce a smooth transition between seeking and eating, using motor efferent copies to pause transition until active motor stops. The smooth transition creates the illusion of an atomic state transition.

As a diagram note, I’ve used red for the H.l inhibitory neurons that gate seek and eat because they’re playing the same role as Snr neurons. Technically they should be blue, if following normal essay conventions.

Modulation of eating

The eating and feeding modulation systems are complicated and overlapping, which is too detailed for this essay, but two part are interesting. First, B.pb tonically inhibits eating with the CGRP peptide to B.nts. To enable eating, H.arc (hypothalamus arcuate) disinhibits B.nts eating by sending AgRP (a hunger peptide) to B.pb [Campos et al 2016].

Modulation of reflexive eating. AgRP (a hunger peptide), B.nts (nucleus of the solitary tract), B.pb (parabrachial nucleus), CGRP (an anti-eating peptide), H.arc (hypothalamus arcuate).

Although the essays have used the disinhibition pattern before, the pattern has generally ben GABA disinhibition, while this feeding disinhibition uses peptide signaling. As mentioned above, there are many feeding-related peptides that inhibit, excite, and modulate the feeding system without using connection based synapses.

As a parallel, a drinking modulation path goes through the basal ganglia Snr and OT (optic tectum) [Rossi et al 2016]. This path though the basal ganglia and OT coordinates anticipatory licking, while the earlier B.nts path is reflexive eating.

Control of anticipatory licking. B.mdd (medulla licking motor), OT.dl (deep, lateral optic tectum), Snr.l (lateral substantia nigra pars reticulata)

Another drinking path involves S.a (central/striatal amygdala), midbrain, and hindbrain circuits [Zheng et al 2022]. M.dp (deep mesencephalic nucleus) extends licking but doesn’t initiate it. So M.dp might extend eating after tasting. Similarly B.plc extends eating [Gong et al 2020]. S.a sst (somatostatin peptide) neurons promote eating and drinking [Kim et al 2017].

Sustained eating with an amygdala circuit. B.mdd (medulla motor eating), B.pb (parabrachial nucleus), M.dp (deep mesencephalic nucleus), S.a.sst (set-expressing neurons of the central amygdala).

Another path for tasting and eating runs through S.v (ventral striatum). [Sandoval-Rodríguez et al 2023] founds S.v directly controlling feeding using hindbrain taste input to extend eating, and using hindbrain GLP-1 (anti-eating peptide) to inhibit eating. Unlike most striatum circuits, these striatum neurons project directly to the hindbrain motor areas.

Ventral striatum taste exciting and food inhibition circuit with the hindbrain. B.ap (area postrema – nutrient sensing), B.mdd (medulla motor), B.nts (nucleus of the solitary tract), B.pb (parabrachial nucleus), Sv (ventral striatum / nucleus accumbens).

Because this essay is already complicated enough, this simulation isn’t covering all of these details. For simplicity, the simulation will use a simple continuation circuit inspired by the central amygdala and postpone other control circuits for later exploration.

Simplified eating continuation circuit with the central amygdala. B.mdd (medulla motor), B.pb (parabrachial nucleus), Sa.sst (central amygdala, sst projecting neurons)

The important point for now is that eating modulation uses multiple paths, some controlled through synaptic circuits and others through broadcast motivational peptides. The system is not one or the other, but a messy combination. To model this messiness, the simulation needs to handle both systems.

References

Barbier M, Risold PY. Understanding the Significance of the Hypothalamic Nature of the Subthalamic Nucleus. eNeuro. 2021 Oct 4.

Ben Arous J, Laffont S, Chatenay D. Molecular and sensory basis of a food related two-state behavior in C. elegans. PLoS One. 2009 Oct 23;4(10):e7584. 

Campos CA, Bowen AJ, Schwartz MW, Palmiter RD. Parabrachial CGRP Neurons Control Meal Termination. Cell Metab. 2016 May 10;23(5):811-20.

Chen S, He L, Huang AJY, Boehringer R, Robert V, Wintzer ME, Polygalov D, Weitemier AZ, Tao Y, Gu M, Middleton SJ, Namiki K, Hama H, Therreau L, Chevaleyre V, Hioki H, Miyawaki A, Piskorowski RA, McHugh TJ. A hypothalamic novelty signal modulates hippocampal memory. Nature. 2020

Cui Z, Gerfen CR, Young WS 3rd. Hypothalamic and other connections with dorsal CA2 area of the mouse hippocampus. J Comp Neurol. 2013 Jun 1;521(8):1844-66. 

Dorfman A, Hills TT, Scharf I. A guide to area-restricted search: a foundational foraging behaviour. Biol Rev Camb Philos Soc. 2022 Dec;97(6):2076-2089. 

Escobedo Abraham, Holloway Salli-Ann, Votoupal Megan, Cone Aaron L, Skelton Hannah E, Legaria Alex A., Ndiokho Imeh, Floyd Tasheia, Kravitz Alexxai V., Bruchas Michael R., Norris Aaron J. (2023) Glutamatergic Supramammillary Nucleus Neurons Respond to Threatening Stressors and Promote Active Coping eLife 12:RP90972

Farrell JS, Lovett-Barron M, Klein PM, Sparks FT, Gschwind T, Ortiz AL, Ahanonu B, Bradbury S, Terada S, Oijala M, Hwaun E, Dudok B, Szabo G, Schnitzer MJ, Deisseroth K, Losonczy A, Soltesz I. Supramammillary regulation of locomotion and hippocampal activity. Science. 2021 Dec 17;374(6574):1492-1496. 

Flavell SW, Pokala N, Macosko EZ, Albrecht DR, Larsch J, and Bargmann CI (2013). Serotonin and the neuropeptide PDF initiate and extend opposing behavioral states in C. elegans. Cell 154, 1023–1035.

Gong R, Xu S, Hermundstad A, Yu Y, Sternson SM. Hindbrain Double-Negative Feedback Mediates Palatability-Guided Food and Water Consumption. Cell. 2020 Sep 17;182(6):1589-1605.e22. 

Hills T, Brockie PJ, Maricq AV (2004) Dopamine and glutamate control area-restricted search behavior in Caenorhabditis elegans. J Neurosci 24: 1217–1225

Horstick EJ, Bayleyen Y, Sinclair JL, Burgess HA. Search strategy is regulated by somatostatin signaling and deep brain photoreceptors in zebrafish. BMC Biol. 2017 Jan 26;15(1):4. 

Isoda M, Hikosaka O. Role for subthalamic nucleus neurons in switching from automatic to controlled eye movement. J Neurosci. 2008 Jul 9;28(28):7209-18.

Jennings JH, Ung RL, Resendez SL, Stamatakis AM, Taylor JG, Huang J, Veleta K, Kantak PA, Aita M, Shilling-Scrivo K, Ramakrishnan C, Deisseroth K, Otte S, Stuber GD. Visualizing hypothalamic network dynamics for appetitive and consummatory behaviors. Cell. 2015 Jan 29;160(3):516-27.

Ji N, Madan GK, Fabre GI, Dayan A, Baker CM, Kramer TS, Nwabudike I, and Flavell SW (2021). A neural circuit for flexible control of persistent behavioral states. eLife 10. 10.7554/eLife.62889.

Kesner AJ, Shin R, Calva CB, Don RF, Junn S, Potter CT, Ramsey LA, Abou-Elnaga AF, Cover CG, Wang DV, Lu H, Yang Y, Ikemoto S. Supramammillary neurons projecting to the septum regulate dopamine and motivation for environmental interaction in mice. Nat Commun. 2021 May 14;12(1):2811.

Kim J, Zhang X, Muralidhar S, LeBlanc SA, Tonegawa S. Basolateral to Central Amygdala Neural Circuits for Appetitive Behaviors. Neuron. 2017 Mar 22;93(6):1464-1479.e5.

Kim DW, Place E, Chinnaiya K, Manning E, Sun C, Dai W, Groves I, Ohyama K, Burbridge S, Placzek M, Blackshaw S. Single-cell analysis of early chick hypothalamic development reveals that hypothalamic cells are induced from prethalamic-like progenitors. Cell Rep. 2022 Jan 18;38(3):110251.

Le May MV, Hume C, Sabatier N, Schéle E, Bake T, Bergström U, Menzies J, Dickson SL. Activation of the rat hypothalamic supramammillary nucleus by food anticipation, food restriction or ghrelin administration. J Neuroendocrinol. 2019 Jul;31(7):e12676.

Liang M, Jian T, Tao J, Wang X, Wang R, Jin W, Chen Q, Yao J, Zhao Z, Yang X, Xiao J, Yang Z, Liao X, Chen X, Wang L, Qin H. Hypothalamic supramammillary neurons that project to the medial septum modulate wakefulness in mice. Commun Biol. 2023 Dec 12;6(1):1255. 

López-Ferreras L, Eerola K, Mishra D, Shevchouk OT, Richard JE, Nilsson FH, Hayes MR, Skibicka KP. GLP-1 modulates the supramammillary nucleus-lateral hypothalamic neurocircuit to control ingestive and motivated behavior in a sex divergent manner. Mol Metab. 2019 Feb;20:178-193. 

Lovett-Barron M, Andalman AS, Allen WE, Vesuna S, Kauvar I, Burns VM, Deisseroth K. Ancestral Circuits for the Coordinated Modulation of Brain State. Cell. 2017 Nov 30;171(6):1411-1423.e17.

Marques JC, Li M, Schaak D, Robson DN, Li JM. Internal state dynamics shape brainwide activity and foraging behaviour. Nature. 2020 Jan;577(7789):239-243.

Plaisier F, Hume C, Menzies J. Neural connectivity between the hypothalamic supramammillary nucleus and appetite- and motivation-related regions of the rat brain. J Neuroendocrinol. 2020 Feb;32(2):e12829.

 Reinig S, Driever W, Arrenberg AB. The Descending Diencephalic Dopamine System Is Tuned to Sensory Stimuli. Curr Biol. 2017 Feb 6;27(3):318-333. 

Rossi MA, Basiri ML, Liu Y, Hashikawa Y, Hashikawa K, Fenno LE, Kim YS, Ramakrishnan C, Deisseroth K, Stuber GD. Transcriptional and functional divergence in lateral hypothalamic glutamate neurons projecting to the lateral habenula and ventral tegmental area. Neuron. 2021 Dec 1;109(23):3823-3837.e6. 

Ryczko D, Grätsch S, Alpert MH, Cone JJ, Kasemir J, Ruthe A, Beauséjour PA, Auclair F, Roitman MF, Alford S, Dubuc R. Descending Dopaminergic Inputs to Reticulospinal Neurons Promote Locomotor Movements. J Neurosci. 2020 Oct 28;40(44):8478-8490.

Sandoval-Rodríguez R, Parra-Reyes JA, Han W, Rueda-Orozco PE, Perez IO, de Araujo IE, Tellez LA. D1 and D2 neurons in the nucleus accumbens enable positive and negative control over sugar intake in mice. Cell Rep. 2023 Mar 28;42(3):112190. 

Sawin ER, Ranganathan R, Horvitz HR (2000) C. elegans locomotory rate is modulated by the environment through a dopaminergic pathway and by experience through a serotonergic pathway. Neuron 26: 619–631 

Shah T, Dunning JL, Contet C. At the heart of the interoception network: Influence of the parasubthalamic nucleus on autonomic functions and motivated behaviors. Neuropharmacology. 2022 Feb 15;204:108906.

Vogel H, Wolf S, Rabasa C, Rodriguez-Pacheco F, Babaei CS, Stöber F, Goldschmidt J, DiMarchi RD, Finan B, Tschöp MH, Dickson SL, Schürmann A, Skibicka KP. GLP-1 and estrogen conjugate acts in the supramammillary nucleus to reduce food-reward and body weight. Neuropharmacology. 2016 Nov;110(Pt A):396-406.

Watts AG, Kanoski SE, Sanchez-Watts G, Langhans W. The physiological control of eating: signals, neurons, and networks. Physiol Rev. 2022 Apr 1;102(2):689-813. 

Wee CL, Song EY, Johnson RE, Ailani D, Randlett O, Kim JY, Nikitchenko M, Bahl A, Yang CT, Ahrens MB, Kawakami K, Engert F, Kunes S. A bidirectional network for appetite control in larval zebrafish. Elife. 2019 Oct 18;8:e43775. 

Ye Q, Nunez J, Zhang X. Zona incerta dopamine neurons encode motivational vigor in food seeking. Sci Adv. 2023 Nov 15;9(46):eadi5326.

Yetnikoff L, Lavezzi HN, Reichard RA, Zahm DS. An update on the connections of the ventral mesencephalic dopaminergic complex. Neuroscience. 2014 Dec 12;282:23-48.

Zheng D, Fu JY, Tang MY, Yu XD, Zhu Y, Shen CJ, Li CY, Xie SZ, Lin S, Luo M, Li XM. A Deep Mesencephalic Nucleus Circuit Regulates Licking Behavior. Neurosci Bull. 2022 Jun;38(6):565-575. 

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