Oxytocin neurons enable social transmission of maternal behaviour
Open accessAbstract
Maternal care, including by non-biological parents, is important for offspring survival 1–8 . Oxytocin 1,2,9–15 , which is released by the hypothalamic paraventricular nucleus (PVN), is a critical maternal hormone. In mice, oxytocin enables neuroplasticity in the auditory cortex for maternal recognition of pup distress 15 . However, it is unclear how initial parental experience promotes hypothalamic signalling and cortical plasticity for reliable maternal care. Here we continuously monitored the behaviour of female virgin mice co-housed with an experienced mother and litter. This documentary approach was synchronized with neural recordings from the virgin PVN, including oxytocin neurons. These cells were activated as virgins were enlisted in maternal care by experienced mothers, who shepherded virgins into the nest and demonstrated pup retrieval. Virgins visually observed maternal retrieval, which activated PVN oxytocin neurons and promoted alloparenting. Thus rodents can acquire maternal behaviour by social transmission, providing a mechanism for adapting the brains of adult caregivers to infant needs via endogenous oxytocin.
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Written from the paper’s full text.
TL;DR
Co-housed virgin female mice acquire maternal pup retrieval by observing and being shepherded by experienced dams, and this social transmission requires PVN oxytocin neurons and visual input. Oxytocin-dependent PVN→left auditory cortex signaling pairs maternal experiences with pup cues, promoting cortical plasticity and alloparenting.
Key findings
- Virgin females co-housed with dams and litters (D+ virgins, n = 14) began reliable retrieval on day two, earlier than virgins co-housed with pups but no dam (D− virgins, n = 10; P < 0.0001). Dams shepherded virgins back to the nest, and shepherding frequency correlated with virgin retrieval on day 1 (r = 0.75, P = 0.001); virgin nest entry also correlated with day-1 retrieval (r = 0.66, P = 0.009).
- PVN and OT-PVN neurons were activated by shepherding and initial nest entry; chemogenetic silencing of OT-PVN cells delayed retrieval onset in naive co-housed virgins. Recordings included n = 17 virgins, 541 PVN units, and 21 OT-PVN units.
- Non-co-housed virgins observing dam retrieval learned to retrieve: no barrier, 11 out of 15 virgins (P = 0.0002); transparent barrier, 12 out of 19 (P < 0.0001); opaque barrier, 2 out of 18 (P = 0.2); OXTR-KO virgins behind a transparent barrier, 3 out of 10 (P = 0.1). Optogenetic sSC→PVN stimulation during opaque-barrier observation increased retrieval (ChR2-Venus: 4 out of 5; control: 1 out of 6; P = 0.03).
- PVN→auditory cortex oxytocin signaling supported learning: cortical OTA infusion reduced retrieval (saline, 7 out of 9; OTA, 2 out of 10; P = 0.03), and optogenetic OT-PVN→auditory cortex stimulation during opaque-barrier observation enhanced retrieval (ChETA-EYFP, 4 out of 4; EYFP, 2 out of 4; P = 0.008). Single-trial PVN activity correlated with pup call-evoked cortical responses (r = 0.5, P = 0.00001, n = 4), and auditory cortex photometry increased before retrieval onset (P = 0.003, n = 3).
Methods
- Design: continuous days-long synchronized video, ultrasonic audio, and neural recordings in home cages containing a dam, litter, and co-housed virgin; behavioral ethograms and daily pup retrieval tests; separate observational-learning tests with no barrier, transparent barrier, or opaque barrier.
- Sample/data: pup-naive C57Bl/6 virgin females around eight weeks old; dams pre-screened for maternal behavior; co-housing for 4–6 consecutive days; retrieval testing with 10 trials per session; neural recordings, DREADD silencing, optogenetics, fiber photometry, rabies tracing, and μCT/MRI electrode localization.
- Analysis: two-way ANOVA with Sidak corrections, Student’s t-tests, Fisher’s exact tests, chi-square tests, Kaplan–Meier/Mantel–Cox tests, permutation tests with false-discovery-rate correction for spike modulation, and cross-correlations of simultaneously recorded units.
Limitations
- The paper states that no statistical methods were used to predetermine sample size, the experiments were not randomized, and behavioral raters were blinded to allocation during co-housing and outcome assessment.
- Evident from the text: several neural, photometry, and optogenetic subgroups were small (for example, n = 3 learners and 5 non-learners; photometry n = 3; optogenetic groups of 4–6 animals), limiting statistical power and generalizability.
- Evident from the text: findings are in mice, and the observational-learning rate was slower than in co-housed virgins, which the authors suggest may reflect heterogeneity of PVN and OT-PVN responses to maternal interactions.
Model-written summary. Check it against the paper before relying on it.
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Cites
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Claims the paper makes
0 of 40 cited sources checked · 0 supported · 0 flagged
- Findingown data
Silencing PVN oxytocin neurons with DREADDi delayed retrieval onset in naive co-housed virgins.
“We used designer receptors exclusively activated by designer drugs coupled to inhibitory G-protein receptors (DREADDi) to silence PVN oxytocin neurons (OT-PVN cells; Extended Data Fig. 4a), and found that retrieval onset in naive co-housed virgins was delayed (Fig. 2a).”
Quote in the paperSubstantial claim - Findingown data
Silencing of OT-PVN cells had little effect after virgins began retrieving.
“However, silencing of OT-PVN cells had little effect after virgins began retrieving (Extended Data Fig. 4b), similar to primiparous dams17.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [17] Rich, M. E. et al. Impairments in the initiation of maternal behavior in oxytocin receptor knockout mice. Plos ONE 9, 0098839 (2014). source
Not checked in the free run.
- Findingown data
Retrieval by dams evoked responses in virgin PVN, although the virgin was not directly involved.
“Remarkably, retrieval by dams evoked responses in virgin PVN (Fig. 3b, c), although the virgin was not directly involved.”
Quote in the paperSubstantial claim - Findingown data
PVN oxytocin neurons in virgin mice are activated when virgins are enlisted in maternal care by experienced mothers.
“These cells were activated as virgins were enlisted in maternal care by experienced mothers, who shepherded virgins into the nest and demonstrated pup retrieval.”
Quote in the paperSubstantial claim - Findingown data
Pairs containing OT-PVN cells were more correlated during shepherding, nest entry and dam retrieval.
“We analysed cross-correlations across simultaneously recorded units, and found that pairs containing OT-PVN cells were more correlated during shepherding, nest entry and dam retrieval (Extended Data Fig. 7d, e).”
Quote in the paperSubstantial claim
- Findingown data
If a virgin left the nest, the mother would escort or shepherd her back.
“If the virgin left the nest, the mother would escort or ‘shepherd’ her back (Fig. 1g–j, Supplementary Videos 5–7).”
Quote in the paperNot a substantial claim - Findingown data
PVN→auditory cortex projections were not significantly activated in virgins that did not learn after observation (non-learners, P = 0.5).
“By contrast, PVN→auditory cortex projections were not significantly activated in virgins that did not learn after observation (Fig. 4h, i, non-learners, P = 0.5).”
Quote in the paperSubstantial claim - Findingown data
There was a progressive increase in photometric signal before the day of retrieval onset (P = 0.003, n = 3).
“We found a progressive increase in photometric signal before the day of retrieval onset (Fig. 4b, c; P = 0.003, n = 3).”
Quote in the paperNot a substantial claim - Findingown data
Optogenetic sSC→PVN stimulation could replace visual experience in non-co-housed virgins exposed to maternal retrievals behind an opaque barrier (ChR2-Venus: 4 out of 5; control: 1 out of 6; P = 0.03).
“Optogenetic sSC→PVN stimulation could replace visual experience in non-co-housed virgins exposed to maternal retrievals behind an opaque barrier (ChR2-Venus: 4 out of 5 virgins retrieving; control: 1 out of 6 virgins retrieving; P = 0.03, Mantel–Cox test; Extended Data Fig. 9c, d).”
Quote in the paperSubstantial claim - Findingown data
Retrievals by dams activated PVN neurons in non-co-housed virgins during observational testing, even though the virgins were not interacting with the dam or pups.
“Retrievals by dams activated PVN neurons in non-co-housed virgins during observational testing, even though the virgins were not interacting with the dam or pups (Fig. 3h–j).”
Quote in the paperSubstantial claim - Findingown data
OXTR-KO virgins observing maternal retrievals through a transparent barrier did not begin retrieving (3 out of 10, P = 0.1).
“Oxytocin signalling was also important, as oxytocin receptor (OXTR)-knockout (KO) virgins observing maternal retrievals through a transparent barrier did not begin retrieving (Fig. 3f, g, OXTR-KO: 3 out of 10 virgins retrieving, P = 0.1).”
Quote in the paperSubstantial claim - Findingown data
Single-unit responses to played-back pup calls increased during co-housing up to retrieval onset for each mouse.
“As expected, single-unit responses to played-back pup calls increased during co-housing up to retrieval onset for each mouse (Extended Data Fig. 10a).”
Quote in the paperNot a substantial claim - Findingown data
Most non-co-housed virgins behind a transparent barrier learned to retrieve (12 out of 19, P < 0.0001).
“Most virgins behind a transparent barrier learned to retrieve (Fig. 3f, g, Supplementary Video 11; transparent: 12 out of 19 virgins retrieving, P < 0.0001).”
Quote in the paperSubstantial claim - Findingown data
The behaviour of the three mis-targeted mice was similar to the mCherry-expressing mice treated with CNO.
“as their behaviour was similar to the mCherry-expressing mice treated with CNO”
Quote in the paperNot a substantial claim - Findingown data
Even before virgins began retrieving pups, single-trial PVN activity correlated with pup call-evoked responses in cortex (r = 0.5, P = 0.00001, n = 4).
“Even before virgins began retrieving pups, single-trial PVN activity correlated with pup call-evoked responses in cortex (Fig. 4f; r = 0.5, P = 0.00001, n = 4).”
Quote in the paperSubstantial claim - Findingown data
Similar results were obtained in a second group of wild-type co-housed virgins, with GCaMP6s expression and fibre photometry in left auditory cortex.
“Similar results were obtained in the second group of wild-type co-housed virgins, with GCaMP6s expression and fibre photometry in left auditory cortex (Fig. 4a–c).”
Quote in the paperNot a substantial claim - Findingown data
Infusing a selective oxytocin receptor antagonist (OTA) into virgin left auditory cortex before transparent-barrier observational testing prevented virgins from learning to retrieve (saline 7 out of 9; OTA 2 out of 10; P = 0.03).
“Infusing a selective oxytocin receptor antagonist (OTA) into virgin left auditory cortex before transparent-barrier observational testing prevented virgins from learning to retrieve (Fig. 4j, saline, 7 out of 9 virgins retrieving; OTA, 2 out of 10 virgins retrieving; P = 0.03).”
Quote in the paperSubstantial claim - Findingown data
Optogenetic stimulation of OT-PVN→auditory cortex projections during observational testing with the opaque barrier enhanced retrieval learning (ChETA-EYFP 4 out of 4; EYFP 2 out of 4; P = 0.008).
“Optogenetic stimulation of OT-PVN→auditory cortex projections during observational testing with the opaque barrier enhanced retrieval learning (Fig. 4k, ChETA-EYFP, 4 out of 4 virgins; EYFP, 2 out of 4 virgins; Mantel–Cox test, P = 0.008).”
Quote in the paperSubstantial claim - Findingreasoning
The retrieval-learning rate of non-co-housed virgins was slower than that of co-housed virgins.
“The retrieval-learning rate of non-co-housed virgins was slower than that if co-housed virgins (Fig. 1c, Extended Data Fig. 8d), perhaps owing to heterogeneity of PVN and OT-PVN responses to maternal interactions, such that the variety of experiences occurring during co-housing more effectively activates the central oxytocin system.”
Quote in the paperNot a substantial claim - Findingown data
On some trials during observational testing, virgin PVN spiking transiently increased concomitantly with enhanced cortical responses to pup calls.
“On some trials during observational testing, virgin PVN spiking transiently increased concomitantly with enhanced cortical responses to pup calls (Fig. 4e).”
Quote in the paperSubstantial claim - Findingown data
Most non-co-housed virgins behind an opaque barrier did not begin retrieving (2 out of 18, P = 0.2).
“Visual input was required, as most non-co-housed virgins behind an opaque barrier did not begin retrieving (Fig. 3f, g, Supplementary Video 12; opaque: 2 out of 18 virgins retrieving, P = 0.2).”
Quote in the paperSubstantial claim - Findingown data
In virgins that began retrieving, PVN→auditory cortex projections were activated during observation of dam retrieval (learners, P = 0.02).
“In virgins that began retrieving, PVN→auditory cortex projections were activated during observation of dam retrieval (Fig. 4h, i, learners, P = 0.02).”
Quote in the paperSubstantial claim - Findingown data
Monosynaptic rabies-based retrograde tracing identified projections from medial superficial layers of ipsilateral superior colliculus (sSC→PVN), involved in visual processing.
“We performed monosynaptic rabies-based retrograde tracing to identify visual inputs onto oxytocin neurons, and found projections from medial superficial layers of ipsilateral superior colliculus (sSC→PVN; Extended Data Fig. 9a, b), involved in visual processing18.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [18] Ito, S., Feldheim, D. A. & Litke, A. M. Segregation of visual response properties in the mouse superior colliculus and their modulation during locomotion. J. Neurosci. 37, 8428–8443 (2017). source
Not checked in the free run.
- Findingown data
Several of the same PVN cells active during observation also fired during subsequent performance of pup retrieval (15 out of 65 PVN neurons increased activity during dam retrieval; 15 out of 41 of these units increased activity during self-performance).
“Several of the same cells active during observation also fired during subsequent performance of pup retrieval (Fig. 3h, i; left, 15 out of 65 PVN neurons increased activity during dam retrieval; right, 15 out of 41 of these units increased activity during self-performance).”
Quote in the paperSubstantial claim - Premisecitation
Pup-naive virgin female mice initially ignore neonates and ultrasonic distress calls emitted by isolated pups.
“Pup-naive virgin female mice initially ignore neonates and ultrasonic distress calls emitted by isolated pups15.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [15] Marlin, B. J. et al. Oxytocin enables maternal behavior by balancing cortical inhibition. Nature 520, 499–504 (2015). source
Not checked in the free run.
- Premisecitation
In mice, oxytocin enables neuroplasticity in the auditory cortex for maternal recognition of pup distress.
“In mice, oxytocin enables neuroplasticity in the auditory cortex for maternal recognition of pup distress15.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [15] Marlin, B. J. et al. Oxytocin enables maternal behavior by balancing cortical inhibition. Nature 520, 499–504 (2015). source
Not checked in the free run.
- Interpretationown data
Shepherding was unlikely to be dams 'retrieving' virgins as this rarely occurred without pups.
“Shepherding was unlikely to be dams ‘retrieving’ virgins as this rarely occurred without pups (Extended Data Fig. 3b, c).”
Quote in the paperNot a substantial claim - Interpretationown data
Visual input is required for non-co-housed virgins to learn retrieval from observing dams.
“Visual input was required, as most non-co-housed virgins behind an opaque barrier did not begin retrieving (Fig. 3f, g, Supplementary Video 12; opaque: 2 out of 18 virgins retrieving, P = 0.2).”
Quote in the paperSubstantial claim - Premisecitation
One important neural adaptation with motherhood occurs in the left auditory cortex, which is modulated by oxytocin to amplify responses to pup distress calls to promote retrieval.
“One important neural adaptation with motherhood occurs in the left auditory cortex, which is modulated by oxytocin to amplify responses to pup distress calls to promote retrieval15,21.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites [15] Marlin, B. J. et al. Oxytocin enables maternal behavior by balancing cortical inhibition. Nature 520, 499–504 (2015). source
Not checked in the free run.
- cites [21] Schiavo, J. K. et al. Innate and plastic mechanisms for maternal behavior in auditory cortex. Nature 587, 426–431 (2020). source
Not checked in the free run.
- Interpretationown data
Virgins watch dams engage in maternal care, accelerating alloparenting via social transmission to observing virgins.
“Additionally, these results indicate that virgins watch dams engage in maternal care, accelerating alloparenting via social transmission to observing virgins.”
Quote in the paperSubstantial claim - Interpretationown data
Diverse experiences activate oxytocin neurons, ensuring that new parents become attuned to infant needs.
“These data suggest that diverse experiences activate oxytocin neurons, ensuring that new parents become attuned to infant needs.”
Quote in the paperSubstantial claim - Interpretationown data
Oxytocin signalling is important for virgins to learn retrieval from observing dams.
“Oxytocin signalling was also important, as oxytocin receptor (OXTR)-knockout (KO) virgins observing maternal retrievals through a transparent barrier did not begin retrieving (Fig. 3f, g, OXTR-KO: 3 out of 10 virgins retrieving, P = 0.1).”
Quote in the paperSubstantial claim - Interpretationreasoning
Maternal behaviours performed by the dam are socially transmitted to other females, sometimes visually, via recruitment of virgin PVN neurons including oxytocin cells.
“This suggests that maternal behaviours performed by the dam are socially transmitted to other females, sometimes visually, via recruitment of virgin PVN neurons including oxytocin cells.”
Quote in the paperSubstantial claim - Interpretationown data
There is a shared hypothalamic cell population that is sensitive to both watching and performing retrieval, reminiscent of mirror or 'social' cells in other brain structures.
“Thus, there is a shared hypothalamic cell population that is sensitive to both watching and performing retrieval, reminiscent of mirror or ‘social’ cells in other brain structures19,20.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites [19] di Pellegrino, G., Fadiga, L., Fogassi, L., Gallese, V. & Rizzolatti, G. Understanding motor events: a neurophysiological study. Exp. Brain Res. 91, 176–180 (1992). source
Not checked in the free run.
- cites [20] Bonini, L. & Ferrari, P. F. Evolution of mirror systems: a simple mechanism for complex cognitive functions. Ann. NY Acad. Sci. 1225, 166–175 (2011). source
Not checked in the free run.
- May combine two claims. 30
- Classified as probably not a substantial claim. 33
- The quote only partly states this claim. 2
May combine two claims.
Findingown dataPup retrieval was not initially performed by virgins but was reliably performed by dams regardless of litter size.
“Pup retrieval was not initially performed by virgins but was reliably performed by dams regardless of litter size (Extended Data Fig. 2c).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataVirgins visually observe maternal retrieval, which activates PVN oxytocin neurons and promotes alloparenting.
“Virgins visually observed maternal retrieval, which activated PVN oxytocin neurons and promoted alloparenting.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataVirgin alloparenting and PVN activity increased after spontaneous pup retrieval by dams.
“We also found that virgin alloparenting and PVN activity increased after spontaneous pup retrieval by dams.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataSome PVN and OT-PVN units responded to both shepherding and dam retrieval, but population responses were heterogeneous.
“Some PVN and OT-PVN units responded to both shepherding and dam retrieval, but population responses were heterogeneous (Fig. 3d).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataShepherding occurred hundreds of times during co-housing, and its frequency correlated with virgin retrieval at day 1 (r = 0.75, P = 0.001).
“Shepherding occurred hundreds of times during co-housing (Fig. 1j, Extended Data Fig. 1a), and its frequency correlated with virgin retrieval at day 1 (Fig. 1k; r = 0.75, P = 0.001).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataVirgins co-housed with dams and litters (D+ virgins, n = 14) began reliably retrieving on day two of co-housing, earlier than virgins co-housed with pups but without dams (D− virgins, n = 10) (P < 0.0001).
“Virgins co-housed with dams and litters (D+ virgins, n = 14) began reliably retrieving (in more than 1 out of 10 trials) on day two of co-housing, earlier than virgins co-housed with pups but without dams (D− virgins, n = 10) (Fig. 1c, d, Extended Data Fig. 2a, b, Supplementary Videos 3,4; P < 0.0001).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataVirgins began to spend time in the nest with pups, and the more virgins entered the nest, the more likely retrieval occurred on day 1 (r = 0.66, P = 0.009).
“Virgins also began to spend time in the nest with pups (Fig. 1b, e; P < 0.0001), and the more virgins entered the nest, the more likely it was that retrieval occurred on day 1 (Fig. 1f; r = 0.66, P = 0.009).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAbout once every two hours, dams dropped and then retrieved pups, sometimes bringing pups to the virgin.
“About once every two hours, dams dropped and then retrieved pups, sometimes bringing pups to the virgin (Fig. 3a, Extended Data Figs. 1, 8a, b, Supplementary Videos 1, 8–10).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataVirgin PVN and OT-PVN units were activated by shepherding or initial nest entry, with less activation from chasing dams, entry into an empty nest or pup calls.
“Virgin PVN and OT-PVN units were activated by shepherding or initial nest entry, with less activation from chasing dams, entry into an empty nest or pup calls (Fig. 2c–j, Extended Data Figs. 6c–e, 7a–c).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Findingown dataData from restrained and unrestrained mice showed similar trends and were pooled together.
“Data from restrained or unrestrained mice showed similar trends, and were thus pooled together.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingnone givenThree out of seven mice in the mCherry+ CNO cohort had DREADDi virus expressed outside of the PVN due to mis-targeting.
“Three out of seven mice in the mCherry+ CNO cohort had DREADDi virus expressed outside of the PVN due to mis-targeting.”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataIncreased PVN activity was higher on first day versus last day of observation, and was elevated only in those non-co-housed virgins that eventually began retrieving (n = 3 learners, 5 non-learners; P = 0.0001).
“Increased PVN activity was higher on first day versus the last day of observation (Fig. 3j, left), and was elevated only in those non-co-housed virgins that eventually began retrieving (Fig. 3j, right; n = 3 learners, 5 non-learners; P = 0.0001).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataAlthough virgin PVN did not respond directly to pup calls, virgin PVN and OT-PVN neurons were recruited by specific experiences during co-housing when abandoned pups would emit distress calls.
“Our results show that although virgin PVN did not respond directly to pup calls, virgin PVN and OT-PVN neurons were recruited by specific experiences during co-housing when abandoned pups would emit distress calls (Extended Data Fig. 6a, b).”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOnset of retrieval in non-co-housed virgins increased after observed dam retrievals (No barrier: 11 out of 15 virgins retrieving after 40 maternal demonstrations; P = 0.0002), but independently of pup behaviours.
“Onset of retrieval in virgins increased after observed dam retrievals (Fig. 3e–g, No barrier: 11 out of 15 virgins retrieving after 40 maternal demonstrations; P = 0.0002, Fisher’s exact test), but independently of pup behaviours (Extended Data Fig. 8c).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Findingown dataPup group size did not affect retrieval behaviour.
“The entire litter (ranging from 3 to 7 P1–4 pups) were grouped in a corner of the arena and covered with nesting material, and the adult female given an additional 2 min of acclimatization (pup group size did not affect retrieval behaviour; Extended Data Fig. 2c).”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationOxytocin, released by the hypothalamic paraventricular nucleus (PVN), is a critical maternal hormone.
“Oxytocin1,2,9–15, which is released by the hypothalamic paraventricular nucleus (PVN), is a critical maternal hormone.”
Quote in the paperSubstantial claim0 of 9 sources checked- cites [1] Insel, T. R. & Young, L. J. The neurobiology of attachment. Nat. Rev. Neurosci. 2, 129–136 (2001). source
Not checked in the free run.
- cites [2] Dulac, C., O’Connell, L. A. & Wu, Z. Neural control of maternal and paternal behaviors. Science 345, 765–770 (2014). source
Not checked in the free run.
- cites [9] Insel, T. R. & Shapiro, L. E. Oxytocin receptor distribution reflects social organization in monogamous and polygamous voles. Proc. Natl Acad. Sci. USA 89, 5981–5985 (1992). source
Not checked in the free run.
- cites [10] Nishimori, K. et al. Oxytocin is required for nursing but is not essential for parturition or reproductive behavior. Proc. Natl Acad. Sci. USA 93, 11699–11704 (1996). source
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- cites [11] Johnson, Z. V. et al. Oxytocin receptors modulate a social salience neural network in male prairie voles. Horm. Behav. 87, 16–24 (2017). source
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- cites [12] Burkett, J. P. et al. Oxytocin-dependent consolation behavior in rodents. Science 22, 375–378 (2016). source
Not checked in the free run.
- cites [13] Kendrick, K. M. et al. Neural control of maternal behavior and olfactory recognition of offspring. Brain Res. Bull. 44, 383–395 (1997). source
Not checked in the free run.
- cites [14] Okabe, S. et al. Pup exposure facilitates retrieving behavior via the oxytocin neural system in female mice. Psychoneuroendocrinology 79, 20–30 (2017). source
Not checked in the free run.
- cites [15] Marlin, B. J. et al. Oxytocin enables maternal behavior by balancing cortical inhibition. Nature 520, 499–504 (2015). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationIn primates, including humans, non-biological parents can learn to care for children after instruction or observation of experienced caretakers and infants.
“In primates, including humans, non-biological parents can learn to care for children after instruction or observation of experienced caretakers and infants1–8.”
Quote in the paperNot a substantial claim0 of 8 sources checked- cites [1] Insel, T. R. & Young, L. J. The neurobiology of attachment. Nat. Rev. Neurosci. 2, 129–136 (2001). source
Not checked in the free run.
- cites [2] Dulac, C., O’Connell, L. A. & Wu, Z. Neural control of maternal and paternal behaviors. Science 345, 765–770 (2014). source
Not checked in the free run.
- cites [3] Feldman, R. The neurobiology of human attachments. Trends Cogn. Sci. 21, 80–99 (2017). source
Not checked in the free run.
- cites [4] Opendak, M., Gould, E. & Sullivan, R. Early life adversity during the infant sensitive period for attachment: programming of behavioral neurobiology of threat processing and social behavior. Dev. Cogn. Neurosci. 25, 145–159 (2017). source
Not checked in the free run.
- cites [5] Wilson, E. O. Sociobiology: The New Synthesis (Harvard Univ. Press, 1975).
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- cites [6] Moehlman, P. D. Jackal helpers and pup survival. Nature 277, 382–383 (1979). source
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- cites [7] Lee, P. C. Allomothering among African elephants. Animal Behavior 35, 278–291 (1987). source
Not checked in the free run.
- cites [8] Hotelling, B. A. Newborn capabilities: parent teaching is a necessity. J. Perinat. Educ. 13, 43–49 (2004). source
Not checked in the free run.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationOxytocin acts in the brain to increase the salience of social information and enable alloparenting in mice.
“Oxytocin also acts in the brain to increase the salience of social information and enable alloparenting in mice1,9,12–14.”
Quote in the paperSubstantial claim0 of 5 sources checked- cites [1] Insel, T. R. & Young, L. J. The neurobiology of attachment. Nat. Rev. Neurosci. 2, 129–136 (2001). source
Not checked in the free run.
- cites [9] Insel, T. R. & Shapiro, L. E. Oxytocin receptor distribution reflects social organization in monogamous and polygamous voles. Proc. Natl Acad. Sci. USA 89, 5981–5985 (1992). source
Not checked in the free run.
- cites [12] Burkett, J. P. et al. Oxytocin-dependent consolation behavior in rodents. Science 22, 375–378 (2016). source
Not checked in the free run.
- cites [13] Kendrick, K. M. et al. Neural control of maternal behavior and olfactory recognition of offspring. Brain Res. Bull. 44, 383–395 (1997). source
Not checked in the free run.
- cites [14] Okabe, S. et al. Pup exposure facilitates retrieving behavior via the oxytocin neural system in female mice. Psychoneuroendocrinology 79, 20–30 (2017). source
Not checked in the free run.
May combine two claims.
Interpretationown dataRodents can acquire maternal behaviour by social transmission, providing a mechanism for adapting the brains of adult caregivers to infant needs via endogenous oxytocin.
“Thus rodents can acquire maternal behaviour by social transmission, providing a mechanism for adapting the brains of adult caregivers to infant needs via endogenous oxytocin.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataShepherding behaviour emerged over hours to days and seemed different from maternal aggression; rather than preventing contact with pups, dams encouraged virgins to enter and remain in the nest.
“Shepherding behaviour emerged over hours to days (Extended Data Fig. 3a) and seemed different from maternal aggression; rather than preventing contact with pups, dams encouraged virgins to enter and remain in the nest.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims. The quote only partly states this claim.
Study design and conductown dataThree separate teams of independent scorers scored videos blind to conditions, and results from each lab were cross-validated.
“Three separate teams of independent scorers (two scorers from the Sullivan laboratory, three scorers from the Carcea laboratory and four scorers from the Froemke laboratory) were trained in a similar way on how to identify relevant individual and social behaviours during co-housing, and then scored the videos blind to the conditions.”
- Also stated in: § Behaviour · plain
“The results from each raster were compared and compiled, and results from each lab were cross-validated.”
Quote in the paperNot a substantial claim- Also stated in: § Behaviour · plain
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenDams were pre-screened to ensure they behaved maternally; about 1% did not retrieve pups and were not used for co-housing.
“Dams were initially pre-screened to ensure they behaved maternally, meaning that they retrieved pups and built nests; about 1% of dams did not retrieve pups and these animals were not used for co-housing.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductcitationNeurons that reliably fired (≥70% of trials) at short latency (≤4 ms) after the onset of blue light were selected as being oxytocin neurons.
“For identifying oxytocin neurons in optically tagged recordings, we aligned neuronal activity to the onset of the blue light pulse30. Neurons that reliably fired (≥70% of trials) at short latency (≤4 ms) after the onset of blue light were selected as being oxytocin neurons.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [30] Hangya, B., Ranade, S. P., Lorenc, M. & Kepecs, A. Central cholinergic neurons are rapidly recruited by reinforcement feedback. Cell 162, 1155–1168 (2015). source
Not checked in the free run.
May combine two claims.
InterpretationreasoningAlloparenting experiences acquired during co-housing are likely to improve the quality of early maternal care when the virgins themselves have litters, and could occur throughout early life in animals living communally in the wild.
“These valuable alloparenting experiences acquired during co-housing are likely to improve the quality of early maternal care when the virgins themselves have litters, and could occur throughout early life in animals living communally in the wild.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenNaive virgins were pre-screened for retrieval or pup mauling; around 5% retrieved at least one pup or mauled pups and were excluded from subsequent behavioural studies.
“Naive virgins were initially pre-screened for retrieval or pup mauling before co-housing; around 5% of the naive virgins retrieved at least one pup or mauled pups during pre-screening and these mice were excluded from subsequent behavioural studies.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenBehavioural raters were blinded to allocation during co-housing and outcome assessment.
“The behavioural raters were blinded to allocation during co-housing and outcome assessment.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataSocial learning of pup retrieval by virgins depended on visual input, and direct projections from visual layers of superior colliculus onto PVN oxytocin neurons were identified.
“This social learning depended on visual input, and we identified direct projections from visual layers of superior colliculus onto PVN oxytocin neurons.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductreasoningTo minimize potential adaptation or synaptic depression, optogenetic stimulation was performed for ≤5 min, enough time for dams to complete 10 retrievals.
“To minimize potential adaptation or synaptic depression, stimulation was performed for ≤5 min, enough time for dams to complete 10 retrievals.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenSpikes that violated a refractory period of 2-3 ms and spikes simultaneously recorded in 10 or more channels were eliminated as potential artifacts.
“We eliminated spikes that violated a refractory period of 2–3 ms, and spikes that were simultaneously recorded in 10 or more channels (as potential artifacts).”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe localization of the implanted electrodes was assessed in vivo using μCT scans followed by co-registration with an online digital MRI mouse brain atlas.
“The localization of the implanted electrodes was assessed in vivo using μCT scans in post-implanted mice, followed by co-registration with an online digital MRI mouse brain atlas.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Study design and conductreasoningOur approach combined registration of post-implant μCT with an existing online MRI brain atlas for adult C57Bl/6 mice from the Mouse Imaging Centre.
“Our approach combined registration of post-implant µCT with an existing online MRI brain atlas for adult C57Bl/6 mice from the Mouse Imaging Centre”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductnone givenThe optical identification procedure was <5 min each day, and lower frequency (2 Hz) stimulation was used to minimize the likelihood of functional changes induced by optogenetic stimulation.
“The optical identification procedure was <5 min each day, and we used lower frequency (2 Hz) stimulation to minimize the likelihood of functional changes induced by optogenetic stimulation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningHead positioning helped reduce the risks of image artifacts that could be induced by the implant along the path of the X-ray beam.
“To this effect, the head positioning helped reduce the risks of image artifacts that could be induced by the implant along the path of the X-ray beam.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe experiments were not randomized.
“The experiments were not randomized.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe three-dimensional MRI mouse brain atlas was established by acquiring 40 individual ex vivo mice using T2-weighted sequence on a 7-Tesla scanner.
“The three-dimensional MRI mouse brain atlas was established by acquiring 40 individual ex vivo mice using T2-weighted sequence on a 7-Tesla scanner.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dorr et al. (ref. 41)
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductreasoningTo avoid possible changes in the magnitude of calcium transients with changes in the position of the mouse relative to the speaker, in some recordings the mouse was restrained in a mash cup at the same distance from the speaker.
“To avoid possible changes in the magnitude of calcium transients with changes in the position of the mouse relative to the speaker, in some recordings we restrained the mouse in a mash cup, at the same distance from the speaker.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataExperienced mothers shepherd virgins towards pups in the nest but not an empty nest, ensuring that pups are protected by at least one co-caregiver.
“We found that experienced mothers shepherd virgins towards pups in the nest but not an empty nest, ensuring that pups are protected by at least one co-caregiver.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenNo statistical methods were used to predetermine sample size.
“No statistical methods were used to predetermine sample size.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationAll data from the MRI mouse brain atlas were averaged into a 40 μm isotropic resolution dataset.
“All the data were averaged and resulted into a 40 µm isotropic resolution dataset detailed in Dorr et al. (ref. 41).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Dorr et al. (ref. 41)
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
InterpretationreasoningSocially transmitted parental behaviour would be useful for helping to ensure the survival and success of offspring in consociating species such as rodents and humans.
“Socially transmitted parental behaviour would then be useful for helping to ensure the survival and success of offspring in consociating species such as rodents and humans.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataSensory inputs from social experience converge to activate oxytocin neurons and possibly other hypothalamic cell types to enable parental care.
“These results suggest a circuit model by which sensory inputs from social experience converge to activate oxytocin neurons and possibly other hypothalamic cell types to enable parental care (Extended Data Fig. 9e).”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe large extracranial metal components and dental cement of the implant can cause beam hardening that can appear as cupping, streaks, dark bands or flare in the μCT.
“the large extracranial metal components and dental cement of the implant can cause beam hardening that can appear as cupping, streaks, dark bands or flare in the µCT38–40.”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites [38] Barrett, J. F. & Keat, N. Artifacts in CT: recognition and avoidance. Radiographics 24, 1679–1691 (2004). source
Not checked in the free run.
- cites [39] Duerinckx, A. J. & Macovski, A. Polychromatic streak artifacts in computed tomography images. J. Comput. Assist. Tomogr. 2, 481–487 (1978). source
Not checked in the free run.
- cites [40] Joseph, P. M. & Spital, R. D. A method for correcting bone induced artifacts in computed tomography scanners. J. Comput. Assist. Tomogr. 2, 100–108 (1978). source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductcitationCells for which the modulation of activity in the unshifted data was greater than modulation in 950 shuffles were considered to be potentially significantly activated.
“All cells for which the modulation of activity in the unshifted data was greater than modulation in 950 shuffles were considered to be potentially significantly activated31.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Driscoll, L. N., Pettit, N. L., Minderer, M., Chettih, S. N. & Harvey, C. D. Dynamic reorganization of neuronal activity patterns in parietal cortex. Cell 170, 986–999 (2017). source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductcitationTo determine if the fraction of activated neurons is meaningful, a one-sided Fisher's exact test was applied with the null hypothesis of zero neurons being activated and the threshold for alpha set at 0.05.
“To determine if the fraction of activated neurons is meaningful, we then applied a one-sided Fisher’s exact test (with the null hypothesis of zero neurons being activated) with the threshold for alpha set at 0.05 (ref. 32).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [32] Benjamini, Y. & Hochberg, Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Stat. Soc. B 57, 289–300 (1995). source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe intensity of blue light excitation was adjusted to produce similar baseline fluorescence levels across sessions in the same mouse.
“The intensity of blue light excitation was adjusted to produce similar baseline fluorescence levels across sessions in the same mouse.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). The quote only partly states this claim.
Study design and conductown dataViral expression was verified at the end of the experiments using immunohistochemistry.
“To verify viral expression at the end of the experiments, animals were fixed with transcardiac perfusions of 4% paraformaldehyde.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
Study design and conductown dataIn the case of 'nest entry', a 40-s cut-off was used to minimize the impact from other behaviours that occur in the nest over longer time periods, and this cut-off was chosen as most nest dwell times were ≤40 s.
“In the case of ‘nest entry’, we used a 40-s cut-off, in order to minimize the impact from other behaviours that occur in the nest over longer time periods (for example, grooming, sleeping and nest building); this cut-off was chosen as most nest dwell times were ≤40 s (Extended Data Fig. 7b).”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductnone givenA rigid co-registration between μCT and the modified MRI atlas images was systematically performed using Amira, and both datasets were overlaid for visual analysis to determine the sub-millimetric localization of the electrode tip.
“A rigid co-registration between µCT and the modified MRI atlas images was systematically performed using a commercial software Amira (Thermo Fisher Scientific). Both datasets were then overlaid for visual analysis and to determine the sub-millimetric localization of the electrode tip.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe sound processor used for delivering the pup calls was synchronized with the fibre photometry system.
“The sound processor used for delivering the pup calls (RZ6, TDT) was synchronized with the fibre photometry system.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim. May combine two claims.
Study design and conductcitationThe hypothalamic PVN was manually segmented and color-coded with the guidance of the P56 coronal Allen mouse histology brain atlas, and this region was set as the target of reference.
“The hypothalamic PVN was manually segmented and color-coded, with the guidance of the P56 coronal Allen mouse histology brain atlas42. This region was set as the target of reference.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [42] Dong, H. W. The Allen Reference Atlas: A Digital Color Brain Atlas of the C57Bl/6J Male Mouse (Wiley, 2008).
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductcitationCells for which the change in firing rate was smaller than the change in 950 shuffles were considered to be potentially significantly suppressed.
“Cells for which the change in firing rate was smaller than the change in 950 shuffles were considered to be potentially significantly suppressed.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites [31] Driscoll, L. N., Pettit, N. L., Minderer, M., Chettih, S. N. & Harvey, C. D. Dynamic reorganization of neuronal activity patterns in parietal cortex. Cell 170, 986–999 (2017). source
Not checked in the free run.
Classified as probably not a substantial claim.
Study design and conductown dataA false-discovery rate correction was applied for the multiple comparisons performed on each data subset to identify neurons with significant changes in firing rate, with the threshold for q-value set at 0.05.
“For each unit, we computed the P-value from the permutation analysis and then applied a false-discovery rate correction for the multiple comparisons performed on each data subset (all OT-PVN or all PVN neurons recorded in a day), to identify neurons with significant changes in firing rate. The threshold for q-value was set 0.05, that is, 5% accepted false-discovery rate.”
Quote in the paperSubstantial claim
The paper relies on this without support.
It is unclear whether alloparenting can be learned from experience in species other than primates, and what neural mechanisms might underlie maternal learning.
“However, it is unclear whether alloparenting can be learned from experience in other species, and what neural mechanisms might underlie maternal learning.”
The paper relies on this without support.
Little is known about when PVN neurons in nulliparous, non-lactating adults are activated to promote alloparenting behaviour.
“However, little is known about when PVN neurons in nulliparous, non-lactating adults are activated to promote alloparenting behaviour.”
The paper relies on this without support.
It is unclear how initial parental experience promotes hypothalamic signalling and cortical plasticity for reliable maternal care.
“However, it is unclear how initial parental experience promotes hypothalamic signalling and cortical plasticity for reliable maternal care.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Paraventricular oxytocin neurons are activated when virgin mice observe pup retrievals by another mother and optogenetic stimulation of paraventricular oxytocin efferents to auditory cortex enhances pup retrieval learning in virgin mice.
“Further, PVN OXT neurons are activated when virgin mice observe pup retrievals by another mother and optogenetic stimulation of PVN OXT efferents to auditory cortex enhances pup retrieval learning in virgin mice (124, 125).”
From Oxytocin, Vasopressin, and Social Behavior: From Neural Circuits to Clinical Opportunities (2022) · cites this paper as [125]
PVN oxytocin cells receive projections from many areas of the brain.
“PVN oxytocin cells receive projections from many areas of the brain”
From Neural circuitry for maternal oxytocin release induced by infant cries (2023) · cites this paper as [14]
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Oxytocin, Neural Plasticity, and Social Behavior
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“Many oxytocin neurons and unidentified cells (e.g., u9) reliably burst during virgin head nest entry (Carcea et al. 2019).”
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Self-citation
- Authors
- Carcea, I., Caraballo, N. L., Marlin, B. J., Ooyama, R., Riceberg, J. S., Mendoza Navarro, J. M., Opendak, M., Diaz, V. E., Schuster, L., Alvarado Torres, M. I., Lethin, H., Ramos, D., Minder, J., Mendoza, S. L., Bair-Marshall, C. J., Samadjopoulos, G. H., Hidema, S., Falkner, A., Lin, D., Mar, A., Wadghiri, Y. Z., Nishimori, K., Kikusui, T., Mogi, K., Sullivan, R. M., & Froemke, R. C.
- Affiliations
- Rutgers, The State University of New Jersey (US)
- NYU Langone Health (US)
- Icahn School of Medicine at Mount Sinai (US)
- Nathan Kline Institute for Psychiatric Research (US)
- Fukushima Medical University (JP)
- Princeton University (US)
- New York University (US)
- Azabu University (JP)
- Corresponding author
- Carcea, Ioana
- Froemke, Robert C.
- ORCID
- Venue
- Nature
- Published
- 2021-08-11
- Volume
- 596
- Issue
- 7873
- Pages
- 553-557
- ISSN
- 0028-0836 (ISSN-L)
- 1476-4687
- PMC
- PMC8387235
- OpenAlex
- W3190811994
- Semantic Scholar
- 573766f7f950e32eca4c2e8db392fb4491f86c2b
- Cited by
- 268
- References
- 42
- Citations by year
- 2026: 57 · 2025: 57 · 2024: 47 · 2023: 39 · 2022: 57 · 2021: 11
- FWCI
- 37.73
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Locations
- Nature (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, other-oa)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- Funders
- School of Medicine, New York University
- Japan Society for the Promotion of Science (21H04981, 19H00972, 18H02356)
- National Institute of Mental Health (K99MH106744, F32MH112232, R00MH106744, T32MH019524)
- National Cancer Institute (P30CA016087)
- National Institute on Deafness and Other Communication Disorders (R01DC012557)
- National Institute of Neurological Disorders and Stroke (U19NS107616)
- National Institute of Biomedical Imaging and Bioengineering (P41EB017183)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R01HD088411)
- Topics
- Social Sciences › Psychology › Social Psychology › Neuroendocrine regulation and behavior
- Life Sciences › Neuroscience › Developmental Neuroscience › Neurogenesis and neuroplasticity mechanisms
- Health Sciences › Health Professions › Pharmacy › Infant Health and Development
- Keywords
- oxytocin neurons, maternal behavior, social transmission, alloparenting, paraventricular nucleus, hypothalamus, pup retrieval, maternal care, virgin mice, social learning
- MeSH terms
- Animals, Female, Housing, Animal, Learning, Litter Size, Maternal Behavior, Mothers, Nesting Behavior, Neuronal Plasticity, Neurons, Oxytocin, Paraventricular Hypothalamic Nucleus, Sexual Abstinence, Teaching, Mice
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-09.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-09.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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