Evidence map›Paper›PMID 39108015›Full record

ArticleJournal of biological rhythms2024

Menstrual Cycle Variations in Wearable-Detected Finger Temperature and Heart Rate, But Not in Sleep Metrics, in Young and Midlife Individuals.

Elisabet Alzueta, Marie Gombert-Labedens, Harold Javitz, Dilara Yuksel, Evelyn Perez-Amparan, Leticia Camacho, Orsolya Kiss, Massimiliano de Zambotti, Negin Sattari, Andres Alejandro-Pena and 6 more

Abstract read
In one paragraph

Article in Journal of biological rhythms, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Observational
  3. Article
  4. Article
  5. Review
  6. Smart Ring in Clinical Medicine: A Systematic Review.Biomimetics (Basel, Switzerland) · 2025
    Review
  7. Article
  8. Effects of menopause on temperature regulation.Temperature (Austin, Tex.) · 2025
    Review
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

16 authors.

Elisabet AlzuetaCenter for Health Sciences, SRI International, Menlo Park, California, USA.ORCID 0000-0002-2770-2104
Marie Gombert-LabedensCenter for Health Sciences, SRI International, Menlo Park, California, USA.ORCID 0000-0003-0577-215X
Harold JavitzDivision of Education, SRI International, Menlo Park, California, USA.ORCID 0000-0002-6370-174X
Dilara YukselCenter for Health Sciences, SRI International, Menlo Park, California, USA.ORCID 0000-0002-9573-8993
Evelyn Perez-AmparanCenter for Health Sciences, SRI International, Menlo Park, California, USA.ORCID 0009-0002-8855-9206
Leticia CamachoCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Orsolya KissCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Massimiliano de ZambottiCenter for Health Sciences, SRI International, Menlo Park, California, USA.
Negin SattariDepartment of Psychiatry and Human Behavior, UC Irvine, Irvine, California, USA.ORCID 0000-0002-3974-9030
Andres Alejandro-PenaDepartment of Cognitive Science, UC Irvine, Irvine, California, USA.
Jing ZhangDepartment of Psychiatry and Human Behavior, UC Irvine, Irvine, California, USA.ORCID 0000-0002-4452-5111
Alessandra ShusterDepartment of Cognitive Science, UC Irvine, Irvine, California, USA.ORCID 0009-0000-7008-1692
Allison MorehouseDepartment of Cognitive Science, UC Irvine, Irvine, California, USA.ORCID 0000-0002-2097-4625
Katharine SimonDepartment of Pediatrics, School of Medicine, UC Irvine, Irvine, California, USA.ORCID 0000-0001-8149-4636
Sara MednickDepartment of Cognitive Science, UC Irvine, Irvine, California, USA.ORCID 0000-0002-0906-3097
Fiona C BakerCenter for Health Sciences, SRI International, Menlo Park, California, USA.ORCID 0000-0001-9602-6165

Funding

The Impact of Sex Hormones on Sleep-Dependent Memory in Young and Midlife Men and WomenRF1AG061355 · NIA · SRI INTERNATIONAL · PI BAKER, FIONA C, MEDNICK, SARA CAROLE · 2019 to 2019
$4.8M
The role of insufficient sleep and depression on hippocampal-dependent memory trajectories across the adolescent transitionK08HD107161 · NICHD · UNIVERSITY OF CALIFORNIA-IRVINE · PI Katharine Simon · 2022 to 2026
$798k
NIA NIH HHS RF1 AG061355NICHD NIH HHS K08 HD107161
6 · The paper itself

Abstract

Most studies about the menstrual cycle are laboratory-based, in small samples, with infrequent sampling, and limited to young individuals. Here, we use wearable and diary-based data to investigate menstrual phase and age effects on finger temperature, sleep, heart rate (HR), physical activity, physical symptoms, and mood. A total of 116 healthy females, without menstrual disorders, were enrolled: 67 young (18-35 years, reproductive stage) and 53 midlife (42-55 years, late reproductive to menopause transition). Over one menstrual cycle, participants wore Oura ring Gen2 to detect finger temperature, HR, heart rate variability (root mean square of successive differences between normal heartbeats [RMSSD]), steps, and sleep. They used luteinizing hormone (LH) kits and daily rated sleep, mood, and physical symptoms. A cosinor rhythm analysis was applied to detect menstrual oscillations in temperature. The effect of menstrual cycle phase and group on all other variables was assessed using hierarchical linear models. Finger temperature followed an oscillatory trend indicative of ovulatory cycles in 96 participants. In the midlife group, the temperature rhythm's mesor was higher, but period, amplitude, and number of days between menses and acrophase were similar in both groups. In those with oscillatory temperatures, HR was lowest during menses in both groups. In the young group only, RMSSD was lower in the late-luteal phase than during menses. Overall, RMSSD was lower, and number of daily steps was higher, in the midlife group. No significant menstrual cycle changes were detected in wearable-derived or self-reported measures of sleep efficiency, duration, wake-after-sleep onset, sleep onset latency, or sleep quality. Mood positivity was higher around ovulation, and physical symptoms manifested during menses. Temperature and HR changed across the menstrual cycle; however, sleep measures remained stable in these healthy young and midlife individuals. Further work should investigate over longer periods whether individual- or cluster-specific sleep changes exist, and if a buffering mechanism protects sleep from physiological changes across the menstrual cycle.

Indexed as

Body TemperatureFingersHeart RateMenstrual CycleSleepWearable Electronic DevicesAdolescentAdultAffectCircadian RhythmFemaleHumansLuteinizing HormoneMiddle AgedYoung AdultLuteinizing Hormonemenstrual cycleperimenopausesleepwearableswomen’s health

Identifiers

PMID39108015
PMCPMC11416332

What OpenQuestion holds

Textmetadata
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Read underepoch 390

Registered trials

None linked

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.