ArticleBiology of sex differences2022
Female mice exhibit less overall variance, with a higher proportion of structured variance, than males at multiple timescales of continuous body temperature and locomotive activity records.
Article in Biology of sex differences, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers.
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Who cites it
28 citing papers in PubMed.
- Article
- Pioglitazone Attenuates Sepsis-Associated Acute Kidney Injury by Modulating TLR-4/NF-κB Signaling and Improving Survival and Renal Function.Journal of clinical medicine · 2026Article
- Cold Exposure Alleviates Colitis via Parallel Integration of Colonic Mucosal Regeneration and Ileal Antimicrobial Defense.Biomedicines · 2026Article
- CXCL5 neutralization mitigates cancer cachexia by disrupting CAF-cancer cell crosstalk.Journal of biomedical science · 2025Article
- Exploring individual differences in fear extinction in male and female mice: insights from HPA axis, microbiota, and transcriptomics.Translational psychiatry · 2025Article
- Light and sex modifybioRxiv : the preprint server for biology · 2025Article
- Sex Differences in the Variability of Physical Activity Measurements Across Multiple Timescales Recorded by a Wearable Device: Observational Retrospective Cohort Study.Journal of medical Internet research · 2025Observational
- Augmenting Circadian Biology Research With Data Science.Journal of biological rhythms · 2025Review
- Monitoring Mouse Surface Temperature During Stress with a Thermal Camera: A Low-Cost Infrared Videography System for Evaluating Murine Metabolism.Current protocols · 2025Article
- Perinatal Photoperiod Has Long-Term Effects on the Rest-Activity Cycle and Sleep in Male and Female Mice.Journal of biological rhythms · 2025Article
- Article
- The SnackerTracker: A novel home-cage monitoring device for measuring food-intake and food-seeking behaviour in mice.Wellcome open research · 2025Article
- Humanized monoacylglycerol acyltransferase 2 mice develop metabolic dysfunction-associated steatohepatitis.Journal of lipid research · 2024Article
- Article
- The Development of Epitope-Based Recombinant Protein Vaccines against SARS-CoV-2.The AAPS journal · 2024Review
- Adolescent intermittent ethanol (AIE) sensitized fever in male Sprague Dawley rats exposed to poly I:C in adulthood.Brain, behavior, and immunity · 2024Article
- Hearts apart: sex differences in cardiac remodeling in health and disease.The Journal of clinical investigation · 2024Review
- Significance of CD10 for Mucosal Immunomodulation by β-Casomorphin-7 in Exacerbation of Ulcerative Colitis.Current issues in molecular biology · 2024Article
- Crosstalk between circadian clocks and pathogen niche.PLoS pathogens · 2024Review
- Variability of temperature measurements recorded by a wearable device by biological sex.Biology of sex differences · 2023Article
Corrections and comments
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Authors and funding
2 authors.
Funding
Abstract
Despite recent work demonstrating that female rodents and humans do not show greater variance in behavior and physiology than males due to ovulatory cycles, many researchers still default to using males in their investigations. Although government funding agencies now require inclusion of female subjects where applicable, the erroneous belief that the study of males reduces overall data variance continues to result in male subject bias. Recently, we reported the first direct experimental refutation of this belief by examining continuous body temperature and locomotor activity in male and female mice. These findings revealed that males exceeded female variance within and across individuals over time, showing greater variance within a day than females do across an entire estrous cycle. However, the possibility remains that male variance within a day is impacted by ultradian rhythms, analogous to the influence of infradian estrous cycles on female variance, and both sexes show predictable, structured variance across the day. If structures underlying variance can be predicted, then the variance can be statistically accounted for, reducing experimental error and increasing precision of measurements. Here we assess these continuous body temperature and activity data for the contributions of structured and unstructured variance to overall variance within and across individuals at ultradian, circadian, and infradian timescales. In no instance do females exceed male variance, and in most instances male variance exceeds female variance. Additionally, more female variance is accounted for by temporal structure. In conclusion, even when estrous cycles are not controlled for, females show less variability than males, and this advantage can be further capitalized upon by inclusion of known temporal patterns to control for previously unknown but structured sources of variance.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.