ArticleBiology of sex differences2017
Sex differences in variability across timescales in BALB/c mice.
Article in Biology of sex differences, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 44 papers, 1 of them a synthesis that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
44 citing papers in PubMed, 1 synthesis or guideline pooled it, 81 citations in OpenAlex.
- Sexual dimorphism in trait variability and its eco-evolutionary and statistical implications.eLife · 2020Pooled it
- The MCP-1/CCR2-CD16⁺ monocyte axis drives thrombus fibrosis in Chronic Thromboembolic Pulmonary Hypertension.Journal of translational medicine · 2026Article
- Differential effects of sex and age on daily and infradian rhythms of mice.The Journal of physiology · 2026Article
- Ethological Constraints and Welfare-Related Bias in Laboratory Mice: Implications of Housing, Lighting, and Social Environment.Animals : an open access journal from MDPI · 2026Review
- Dynamical model of aperiodic locomotor activity effects on mouse core body temperature removes transient perturbations from longitudinal temperature signals.Scientific reports · 2026Article
- Sex-specific behavioral flexibility in rapid adaptation to a new environment.Frontiers in zoology · 2025Article
- Exercise-induced irisin ameliorates cognitive impairment following chronic cerebral hypoperfusion by suppressing neuroinflammation and hippocampal neuronal apoptosis.Journal of neuroinflammation · 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
- Deep learning model using continuous skin temperature data predicts labor onset.BMC pregnancy and childbirth · 2024Article
- Variability of temperature measurements recorded by a wearable device by biological sex.Biology of sex differences · 2023Article
- Unmasking the Adverse Impacts of Sex Bias on Science and Research Animal Welfare.Animals : an open access journal from MDPI · 2023Review
- Effect of prenatal stress and extremely low-frequency electromagnetic fields on anxiety-like behavior in female rats: With an emphasis on prefrontal cortex and hippocampus.Brain and behavior · 2023Article
- Neural substrates underlying rhythmic coupling of female reproductive and thermoregulatory circuits.Frontiers in physiology · 2023Review
- Minimal influence of estrous cycle on studies of female mouse behaviors.Frontiers in molecular neuroscience · 2023Article
- A Multifunctional (-)-Meptazinol-Serotonin Hybrid Ameliorates Oxidative Stress-Associated Apoptotic Neuronal Death and Memory Deficits via Activating the Nrf2/Antioxidant Enzyme Pathway.Oxidative medicine and cellular longevity · 2023Article
- Modified Wavelet Analyses Permit Quantification of Dynamic Interactions Between Ultradian and Circadian Rhythms.Journal of biological rhythms · 2022Article
- Birth, love, and fear: Physiological networks from pregnancy to parenthood.Comprehensive psychoneuroendocrinology · 2022Review
- Sex Differences in Pubertal Circadian and Ultradian Rhythmic Development Under Semi-naturalistic Conditions.Journal of biological rhythms · 2022Article
- 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.Biology of sex differences · 2022Article
- Multi-Timescale Rhythmicity of Blood Glucose and Insulin Delivery Reveals Key Advantages of Hybrid Closed Loop Therapy.Journal of diabetes science and technology · 2022Article
Corrections and comments
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Authors and funding
5 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundFemales are markedly underinvestigated in the biological and behavioral sciences due to the presumption that cyclic hormonal changes across the ovulatory cycle introduce excess variability to measures of interest in comparison to males. However, recent analyses indicate that male and female mice and rats exhibit comparable variability across numerous physiological and behavioral measures, even when the stage of the estrous cycle is not considered. Hormonal changes across the ovulatory cycle likely contribute cyclic, intra-individual variability in females, but the source(s) of male variability has, to our knowledge, not been investigated. It is unclear whether male variability, like that of females, is temporally structured and, therefore, quantifiable and predictable. Finally, whether males and females exhibit variability on similar time scales has not been explored.
methodsThese questions were addressed by collecting chronic, high temporal resolution locomotor activity (LA) and core body temperature (CBT) data from male and female BALB/c mice.
resultsContrary to expectation, males are more variable than females over the course of the day (diel variability) and exhibit higher intra-individual daily range than females in both LA and CBT. Between mice of a given sex, variability is comparable for LA but the inter-individual daily range in CBT is greater for males. To identify potential rhythmic processes contributing to these sex differences, we employed wavelet transformations across a range of periodicities (1-39 h).
conclusionsAlthough variability in circadian power is comparable between the sexes for both LA and CBT, infradian variability is greater in females and ultradian variability is greater in males. Thus, exclusion of female mice from studies because of estrous cycle variability may increase variance in investigations where only male measures are collected over a span of several hours and limit generalization of findings from males to females.
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Registered trials
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.