Evidence map›Paper›PMID 35870975›Full record

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.

Benjamin Smarr, Lance J Kriegsfeld

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
28citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

28 citing papers in PubMed.

  1. Article
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  5. Article
  6. Light and sex modifybioRxiv : the preprint server for biology · 2025
    Article
  7. Observational
  8. Review
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors.

Benjamin SmarrDepartment of Bioengineering, UC San Diego, San Diego, CA, USA. bsmarr@eng.ucsd.edu.ORCID 0000-0003-4442-3956
Lance J KriegsfeldDepartment of Psychology, UC Berkeley, Berkeley, CA, USA. kriegsfeld@berkeley.edu.

Funding

The role of kisspeptin and RFRP-3 in the neuroendocrine control of female reproductionR01HD050470 · NICHD · UNIVERSITY OF CALIFORNIA BERKELEY · PI KRIEGSFELD, LANCE J · 2007 to 2022
$5.0M
Understanding the impact of environmental disruption in biological timing systems through signal processing.K99ES027509 · NIEHS · UNIVERSITY OF CALIFORNIA BERKELEY · PI SMARR, BENJAMIN LEE · 2017 to 2018
$203k
NIH HHS HD-050470NIH HHS K99-ES027509
6 · The paper itself

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.

Indexed as

Body TemperatureEstrous CycleAnimalsFemaleHumansLocomotionMaleMiceBiological rhythmsMathematical biologySex differences

Identifiers

PMID35870975
PMCPMC9308033

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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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.