Peripheral Oxytocin Following Early-Life Stress: A Translational Systematic Review and Meta-Analysis of Human and Rodent Studies
Abstract
1. Introduction
2. Materials and Methods
2.1. Literature Search and Study Selection
2.2. Eligibility Criteria
2.3. Data Extraction
2.4. Methodological Quality Assessment of Included Studies
2.5. Certainty of Evidence Assessment
2.6. Statistical Analyses
3. Results
3.1. Study Selection and Characteristics
3.1.1. Literature Search Results
3.1.2. Human Cohort Profile
3.1.3. Rodent Model Profile
3.2. Quality Assessment and Certainty of Evidence
3.2.1. Risk of Bias in Human Studies
3.2.2. Risk of Bias in Rodent Studies
3.2.3. GRADE Assessment in Human Studies
3.2.4. GRADE Assessment in Rodent Studies
3.3. Systematic Review and Meta-Analysis of Human Peripheral OT in ELS
3.3.1. Primary Pooled Effect of Human Studies
3.3.2. Subgroup Analyses of Human Studies
Sex and Human Peripheral OT
Biofluid Type and Human Peripheral OT
3.4. Systematic Review and Meta-Analysis of Rodent Peripheral OT in ELS Models
3.4.1. Primary Pooled Effect of Rodent Studies
3.4.2. Subgroup Analyses of Rodent Studies
Sex and Rodent Peripheral OT
Biofluid Type and Rodent Peripheral OT
Rodent Species and Peripheral OT
ELS Paradigm and Rodent Peripheral OT
3.5. Robustness and Publication Bias
4. Discussion
4.1. Persisting Signal: ELS and Peripheral OT
4.2. Consistency in the Face of “Adversity”: Convergence of Human and Rodent Responses
4.3. Catching Both Sides: Sex-Divergent Responses to ELS
4.4. Mind the Fluid: The Case for Plasma
4.5. Path to an ELS Biomarker
4.6. Limitations
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| AHRQ | Agency for Healthcare Research and Quality |
| CC | Case-control |
| CECA | Childhood Experience of Care and Abuse |
| CI | Confidence interval |
| COR | Correlation coefficient |
| CSF | Cerebrospinal fluid |
| CTQ/-SF | Childhood Trauma Questionnaire—Short Form |
| EE | Effect estimate |
| ELS | Early-life stress |
| ELISA | Enzyme-linked immunosorbent assay |
| ELSI | Early-Life Stress Inventory |
| ERIC | Education Resources Information Center |
| GRADE | Grading of Recommendations, Assessment, Development, and Evaluations |
| IMP | Imprecision |
| INC | Inconsistency |
| IND | Indirectness |
| MS | Maternal separation |
| NOS | Newcastle–Ottawa Scale |
| OT | Oxytocin |
| PB | Publication bias |
| PND | Postnatal day |
| PRISMA | Preferred Reporting Items for Systematic Reviews and Meta-Analyses |
| PROSPERO | International Prospective Register of Systematic Reviews |
| RAGE | Receptor for Advanced Glycation End-products |
| RCF | Repeated cross-fostering |
| RIA | Radioimmunoassay |
| RoB | Risk of bias |
| SAI | Structured Abuse Interview |
| SD | Standard deviation |
| SIR | Social isolation rearing |
| SMD | Standardized mean difference |
| SYRCLE | SYstematic Review Center for Laboratory animal Experimentation |
| XS | Cross-sectional |
| ZCOR | Fisher’s z-transformed correlation coefficient |
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| Study | Design | n (Females/Males) | Age | Tool | Biofluid | OT Assay | Country |
|---|---|---|---|---|---|---|---|
| Bertsch et al., 2013 [9] | CC | 34 (34/0) | 24.4 ± 4.7 | CTQ | Plasma | RIA | Germany |
| Bhandari et al., 2014 [26] | XS | 93 (93/0) | 19.9 ± 1.4 | CTQ-SF | Saliva | ELISA | Netherlands |
| Boccia et al., 2021 [23] | XS | 128 (91/37) | 30.4 ± 11.1 | self-reported | Urine | ELISA | USA |
| Chen et al., 2024 [27] | CC | 160 (64/96) | 42.4 ± 9.4 | CTQ-SF | Plasma | ELISA | Taiwan |
| Crowley et al., 2015 [24] | XS | 60 (60/0) | 34.1 ± 7.6 | SAI | Plasma | ELISA | USA |
| Gerra et al., 2017 [28] | CC | 36 (0/36) | 34.1 ± 8.0 | CECA | Serum | ELISA | Italy |
| Goh et al., 2021 (a) [21] | CC | 33 (0/33) | 40.0 ± 12.4 | CTQ-SF (t) | Plasma | ELISA | Taiwan |
| Goh et al., 2021 (b) [21] | CC | 75 (0/75) | 39.1 ± 12.5 | CTQ-SF (t) | Plasma | ELISA | Taiwan |
| Heim et al., 2009 [8] | XS | 22 (22/0) | 31.3 ± 7.8 | CTQ | CSF | ELISA | USA |
| Kartal et al., 2022 (a) [22] | CC | 31 (31/0) | 23.1 ± 5.4 | CTQ-SF | Serum | ELISA | Turkey |
| Kartal et al., 2022 (b) [22] | CC | 31 (31/0) | 25.5 ± 3.7 | CTQ-SF | Serum | ELISA | Turkey |
| Mielke et al., 2018 (a) [10] | XS | 58 (58/0) | 39.0 ± 5.6 | CECA | Plasma | RIA | Germany |
| Mielke et al., 2023 (b) [11] | XS | 325 (325/0) | 20.6 ± 8.5 | CTQ, CECA | Plasma | ELISA | Germany |
| Mohiyeddini et al., 2014 [25] | XS | 90 (0/90) | 27.7 ± 7.9 | ELSI | Plasma | ELISA | UK |
| Study | Species | n (Females/Males) | ELS Paradigm | Biofluid | OT Assay |
|---|---|---|---|---|---|
| Harvey et al., 2019 (a) [14] | Rat, Sprague-Dawley | 24 (24/0) | SIR (PND 21–77) | Plasma | ELISA |
| Harvey et al., 2019 (b) [14] | Rat, Sprague-Dawley | 24 (0/24) | SIR (PND 21–77) | Plasma | ELISA |
| Municchi et al., 2025 [15] | Mouse, C57BL/6J | 13 (13/0) | RCF (PND 1–4) | Plasma | ELISA |
| Riveros-Barrera & Dueñas, 2016 (a) [16] | Rat, Wistar | 20 (20/0) | MS (PND 2–21) | Serum | ELISA |
| Riveros-Barrera & Dueñas, 2016 (b) [16] | Rat, Wistar | 18 (0/18) | MS (PND 2–21) | Serum | ELISA |
| Zhang et al., 2024 [17] | Mouse, C57BL/6J | 24 (unreported) | MS (PND 6–16) | Plasma | ELISA |
| Case-Control Studies | S1 | S2 | S3 | S4 | C5 | E6 | E7 | E8 | Total Stars | Quality |
| Bertsch et al., 2013 [9] | ★ | × | ★ | ★ | ★ | ★ | ★ | ★ | 7/9 | Good |
| Chen et al., 2024 [27] | ★ | ★ | ★ | ★ | ★ | ★ | ★ | ★ | 8/9 | Good |
| Gerra et al., 2017 [28] | ★ | × | × | × | ★ | ★ | ★ | × | 4/9 | Poor |
| Goh et al., 2021 [21] | ★ | ★ | ★ | ★ | ★ | ★ | ★ | × | 7/9 | Good |
| Kartal et al., 2022 [22] | ★ | × | × | ★ | ★ | ★ | ★ | × | 5/9 | Fair |
| Cross-sectional studies | S1 | S2 | S3 | S4 | C5 | O6 | O7 | Total Stars | Quality | |
| Bhandari et al., 2014 [26] | × | ★ | × | ★ | ★ | ★★ | ★ | 6/10 | Fair | |
| Boccia et al., 2021 [23] | × | ★ | × | × | × | ★★ | ★ | 4/10 | Poor | |
| Crowley et al., 2015 [24] | ★ | ★ | × | ★ | ★ | ★★ | ★ | 7/10 | Fair | |
| Heim et al., 2009 [8] | × | × | × | ★ | ★ | ★★ | ★ | 5/10 | Poor | |
| Mielke et al., 2018 [10] | ★ | × | × | ★ | ★ | ★★ | ★ | 6/10 | Fair | |
| Mielke et al., 2023 [11] | ★ | ★ | × | ★ | ★ | ★★ | ★ | 7/10 | Fair | |
| Mohiyeddini et al., 2014 [25] | ★ | ★ | × | ★ | ★ | ★★ | ★ | 7/10 | Fair | |
| SYRCLE Domain | Harvey et al. (2019) [14] | Municchi et al. (2025) [15] | Riveros-Barrera & Dueñas (2016) [16] | Zhang et al. (2024) [17] |
|---|---|---|---|---|
| Sequence generation | Unclear risk | Unclear risk | Unclear risk | Unclear risk |
| Baseline characteristics | Unclear risk | Unclear risk | Unclear risk | Unclear risk |
| Allocation concealment | Unclear risk | Unclear risk | Unclear risk | Unclear risk |
| Random housing | Unclear risk | Unclear risk | Unclear risk | Unclear risk |
| Blinding of caregivers/investigators | High risk | High risk | High risk | High risk |
| Random outcome assessment | Unclear risk | Unclear risk | Unclear risk | Unclear risk |
| Blinding of outcome assessor | Unclear risk | Unclear risk | Unclear risk | Unclear risk |
| Incomplete outcome data | Low risk | Unclear risk | Low risk | Low risk |
| Selective outcome reporting | Unclear risk | Unclear risk | Low risk | Unclear risk |
| Other sources of bias | High risk | Low risk | Low risk | Low risk |
| Overall Risk of Bias | Moderate-to-High | Moderate | Moderate | Moderate |
| Outcome | k | n | EE | RoB | INC | IND | IMP | PB | C | Reasons |
|---|---|---|---|---|---|---|---|---|---|---|
| A. Effect of ELS on peripheral OT levels | ||||||||||
| Peripheral OT levels in individuals with ELS vs. low-ELS/non-ELS controls | 14 | 1176 | Predominantly lower in ELS-exposed (9/14 studies); higher in 4/12; null in 1/12. Pooled correlation of −0.18 (95% CI: −0.36; 0.02) | Serious: NOS 5–8 | Serious I2 = 91.0%, p < 0.0001 High heterogeneity, explainable by sex and biofluid type | Not serious | Serious: OIS met (n > 128); however, with overall non-significant COR | None suspected; Egger’s test non-significant (p = 0.571) | ●--- very low | Downgraded: serious RoB (−1); serious inconsistency (−1); serious imprecision (−1). |
| B. Sex as a moderator of the ELS–OT association | ||||||||||
| Differential effect of ELS on peripheral OT by sex | Direct 0 Indirect ♀: 7 ♂: 3 mixed:2 | 888 | No within-study sex-stratified ELS–OT analysis available. Cross-study pattern reveals both sexes trend lower OT. ♀: COR −0.07 (95% CI: −0.27; 0.14) ♂: COR −0.18 (95% CI: −0.51; 0.19) | Very serious | Serious ♀: I2 = 78.0%, p < 0.0001 ♂: I2 = 82.7%, p < 0.0006 High heterogeneity potentially explained by biofluid type | Very serious | Very serious: OIS met for either sex (n > 128); however, with non-significant COR for both sexes | Suspected, k < 10 | ●--- very low | Downgraded: very serious RoB (−2) for reliance on cross-study patterns rather than direct within-study comparison; serious inconsistency (−1); very serious indirectness since direct comparison for sex differences cannot be established (−2); very serious imprecision (−2), suspected publication bias (−1). |
| C. Biofluid type as a moderator of ELS–associated OT changes | ||||||||||
| Peripheral OT levels following ELS: Plasma | 8 | 835 | Overall lower plasma OT in ELS-exposed respondents: COR −0.28 (95% CI: −0.51; −0.03) | Serious: NOS 6–8 | Not serious; similar direction of OT levels despite heterogeneity that can be explained by sex ♂: I2 = 0%, p = 0.7170 ♀: I2 = 81.4%, p = 0.0011 Overall: I2 = 92.8%, p < 0.0001 | Not serious | Not serious: OIS met (n > 128), with significant negative COR | None suspected, k < 10 | ●●●- moderate | Downgraded for RoB (−1): despite fair-to-good NOS ratings, correction for other confounders was not done uniformly across studies |
| Peripheral OT levels following ELS: Serum | 3 | 98 | Mixed direction with overall COR 0.09 (95% CI: −0.25; 0.41) | Very serious: NOS 4–5 | Serious; mixed direction of OT levels, with overall I2 = 64%, p = 0.0624 ♀ (k = 2): I2 = 0%, p = 0.5560 lower OT in ELS group ♂ (k = 1): higher OT in ELS group | Serious | Serious: OIS not met (n < 128) | None suspected, k < 10 | ●--- very low | Downgraded: RoB (−2); serious inconsistency (−1); serious indirectness for non-uniformity of serum extraction and analysis protocols (−1); serious imprecision (−1) |
| Peripheral OT levels following ELS: Urine | 1 | 128 | Lower urinary OT in ELS-exposed respondents: COR −0.14 (95% CI: −0.31; 0.03) | Very serious: NOS 4 | Not applicable | Not serious | Very serious: k = 1 | None suspected, k < 10 | ●--- very low | Downgraded: very serious RoB (−2); serious indirectness (−1); very serious imprecision (−2) |
| Peripheral OT levels following ELS: Saliva | 1 | 93 | Higher salivary OT in ELS-exposed female respondents: COR 0.25 (95% CI: 0.05; 0.43) | Serious: NOS 6 | Not applicable | Not serious | Very serious: k = 1; OIS not met (n < 128) | None suspected, k < 10 | ●--- very low | Downgraded: very serious RoB (−1); very serious imprecision (−2) |
| Peripheral OT levels following ELS: CSF | 1 | 22 | Lower CSF OT in females exposed ELS: COR −0.54 (95% CI: −0.78; −0.16) | Very serious: NOS 5 | Not applicable | Not serious | Very serious: k = 1; OIS not met (n < 128) | None suspected, k < 10 | ●--- very low | Downgraded: very serious RoB (−2; very serious imprecision (−2) |
| Outcome | k | n | EE | RoB | INC | IND | IMP | PB | C | Reasons |
|---|---|---|---|---|---|---|---|---|---|---|
| A. Effect of ELS on Peripheral Oxytocin | ||||||||||
| Peripheral OT in ELS-exposed rodents versus non-stressed controls | 6 | 123 | Overall trend of lowered peripheral OT in ELS-exposed rodents. SMD = −0.53 (95% CI: −1.24; 0.18). | Serious | Very serious: Overall I2 = 68.5%, p = 0.0073 | Very serious | Serious | None suspected, k < 10 | ●--- very low | Downgraded: Serious RoB (−1) for predominantly moderate RoB; very serious inconsistency (−2) for substantial heterogeneity from bidirectional trends across sexes and models; very serious indirectness (−2) for non-uniform parameters and models; serious imprecision (−1) for wide CI encompassing the null |
| B. Sex as a Moderator of ELS–Peripheral OT Association | ||||||||||
| Differential ELS effect on peripheral OT by sex | 5 ♀: 3 ♂: 2 | 91 | Opposing trend direction by sex with relatively lower OT in males, however both sexes show lowered OT trend. ♀: SMD = −0.07 (95% CI: −0.66; 0.52) ♂: SMD = −0.45 (95% CI: −1.07; 0.17) | Very serious | Serious ♀ (k = 3): I2 = 12%, p = 0.3210 ♂ (k = 2): I2 = 0%, p = 0.9560 | Very serious | Very serious | Likely, k < 10 | ●--- very low | Downgraded: very serious RoB (−2) for lack of within-study sex comparisons; serious inconsistency (−1) due to low number of studies despite a consistent trend within sexes; very serious indirectness (−2) due to single sex study designs prompting cross-study inferences; serious imprecision (−1) for wide CI encompassing the null; suspected publication bias (−1) from likelihood of non-reporting of null sex-specific findings |
| C. Biofluid Type as a Moderator of ELS–Oxytocin Associated Changes | ||||||||||
| Peripheral OT levels following ELS: Plasma | 4 | 85 | Overall trend of lowered plasma OT in ELS-exposed rodents. SMD = −0.77 (95% CI: −1.77; 0.24). | Very serious | Very serious I2 = 74.9%, p = 0.0076 | Not serious | Serious | None suspected, k < 10 | ●--- very low | Downgraded: very serious RoB (−2) for moderate-to-high risk SYRCLE rating; very serious inconsistency (−1) for substantial heterogeneity; serious imprecision (−1) for a wide CI encompassing the null |
| Peripheral OT levels following ELS: Serum | 2 | 38 | Mixed trend of serum OT in ELS-exposed rodents. SMD = −0.07 (95% CI: −0.82; 0.68). | Serious | Serious k < 10 I2 = 26%, p = 0.2450 | Not serious | Very serious | None suspected, k < 10 | ●--- very low | Downgraded: serious RoB (−1) for moderate SYRCLE rating; serious inconsistency (−1) for low number of studies despite moderate heterogeneity; very serious imprecision (−2) for n < 52 and a wide CI encompassing the null |
| D. Species as a Moderator of ELS–Oxytocin Associated Changes | ||||||||||
| Peripheral OT levels following ELS: Rats | 4 | 86 | Overall trend of lowered peripheral OT in ELS-exposed rats. SMD = −0.30 (95% CI: −0.73; 0.13). | Very serious | Serious k < 10 I2 = 0%, p = 0.4981 | Not serious | Serious | None suspected, k < 10 | ●--- very low | Downgraded: very serious RoB (−2) for moderate-to-high risk SYRCLE rating; serious inconsistency (−1) for low number of studies despite low heterogeneity; serious imprecision (−1) for a wide CI encompassing the null |
| Peripheral OT levels following ELS: Mice | 2 | 37 | Mixed peripheral OT trends in 2 studies of ELS-exposed mice. SMD = −1.07 (95% CI: −3.54; 1.41). | Serious | Very serious k < 10 I2 = 90.4%, p = 0.0012 | Not serious | Very serious | None suspected, k < 10 | ●--- very low | Downgraded: Serious RoB (−1) for moderate SYRCLE rating; very serious inconsistency (−2) for high heterogeneity and low number of studies; very serious imprecision (−2) for wide CI encompassing the null and n < 52. |
| E. ELS Model Type as Moderator of ELS–Oxytocin Associated Changes | ||||||||||
| Post-weaning social isolation rearing (SIR) | 2 | 48 | Peripheral OT reduced in the SIR model in rats (p < 0.0001, both sexes) | Very serious | Serious k < 10 I2 = 0%, p = 0.8319 | Very serious | Very serious: k = 2, n < 52 | None suspected, k < 10 | ●--- very low | Downgraded: Very serious RoB (−2) of moderate-to-high risk SYRCLE rating; serious inconsistency (−1) for low heterogeneity but with low number of studies; very serious indirectness (−2) for use of single rodent species and ELS introduction after weaning; very serious imprecision (−2) for low sample size and single study. |
| Repeated cross-fostering (RCF) | 1 | 13 | Peripheral OT elevated in the RCF model of ELS in female mice | Serious | Not applicable (k = 1) | Very serious | Very serious: k = 1, n < 52 | None suspected, k < 10 | ●--- very low | Downgraded: serious RoB (−1) for moderate SYRCLE rating; very serious indirectness (−2) due to being a female-only study and the use of single rodent species only; very serious imprecision (−2) for low sample size and single study. |
| Maternal separation (MS) | 3 | 62 | Overall trend of lowered peripheral OT with the MS model for ELS. SMD = −0.81 (95% CI: −2.32; 0.70) | Serious | Very serious k < 10 I2 = 85.6%, p = 0.0009 | Very serious | Very serious | None suspected, k < 10 | ●--- very low | Downgraded: Serious RoB (−1) for moderate SYRCLE rating; very serious inconsistency (−2) from mixed trends and low study number very serious indirectness (−2) due to varying biofluid types measured; very serious imprecision (−2) despite sufficient sample size due to a wide CI encompassing the null. |
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© 2026 by the authors. Published by MDPI on behalf of the Swiss Federation of Clinical Neuro-Societies. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
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Vencer Malaluan, M.; Bolinas, D.K.M.; Dalmacio, L.M.M. Peripheral Oxytocin Following Early-Life Stress: A Translational Systematic Review and Meta-Analysis of Human and Rodent Studies. Clin. Transl. Neurosci. 2026, 10, 18. https://doi.org/10.3390/ctn10030018
Vencer Malaluan M, Bolinas DKM, Dalmacio LMM. Peripheral Oxytocin Following Early-Life Stress: A Translational Systematic Review and Meta-Analysis of Human and Rodent Studies. Clinical and Translational Neuroscience. 2026; 10(3):18. https://doi.org/10.3390/ctn10030018
Chicago/Turabian StyleVencer Malaluan, Michael, Dominic Karl M. Bolinas, and Leslie Michelle M. Dalmacio. 2026. "Peripheral Oxytocin Following Early-Life Stress: A Translational Systematic Review and Meta-Analysis of Human and Rodent Studies" Clinical and Translational Neuroscience 10, no. 3: 18. https://doi.org/10.3390/ctn10030018
APA StyleVencer Malaluan, M., Bolinas, D. K. M., & Dalmacio, L. M. M. (2026). Peripheral Oxytocin Following Early-Life Stress: A Translational Systematic Review and Meta-Analysis of Human and Rodent Studies. Clinical and Translational Neuroscience, 10(3), 18. https://doi.org/10.3390/ctn10030018

