Evidence map›Paper›PMID 39901176›Full record

Observational studyReproductive biology and endocrinology : RB&E2025

Continuous overnight monitoring of body temperature during embryo transfer cycles as a proxy for establishing progesterone fluctuations by comparison with P4 blood progesterone results: a prospective, observational study.

T G Knowles, J A García-Velasco, M Toribio, N Garrido, A I Barrio Pedraza, C Colomé Rakosnik, A Salazar Vera, R Milnes

Abstract readObservational StudyComparative Study
In one paragraph

Observational study in Reproductive biology and endocrinology : RB&E, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

T G KnowlesFaculty of Health Sciences, University of Bristol, Bristol, UK.
J A García-VelascoIVIRM Global Research Alliance, IVIRMA Madrid, Av. del Talgo, 68, Moncloa - Aravaca, Madrid, 28023, Spain.
M ToribioIVIRM Global Research Alliance, IVIRMA Madrid, Av. del Talgo, 68, Moncloa - Aravaca, Madrid, 28023, Spain.
N GarridoIVIRM Global Research Alliance Fundación IVI, Hospital Universitario y Politécnico La Fe, Avenida Fernando Abril Martorell, 106 - Biopolo, Torre A, Planta 1ª, Valencia, 46026, Spain.
A I Barrio PedrazaIVIRM Global Research Alliance, IVIRMA Madrid, Av. del Talgo, 68, Moncloa - Aravaca, Madrid, 28023, Spain.
C Colomé RakosnikIVIRM Global Research Alliance IVIRMA Mallorca, C/ Antoni Villalonga 6, Palma de Mallorca, 07011, Spain.
A Salazar VeraIVIRM Global Research Alliance IVIRMA Málaga, Avenida de la Aurora 55, Málaga, 29006, Spain.
R MilnesviO HealthTech Limited, Unit 211, Basepoint Business Centre, 377-399 London Road, Camberley, GU15 3HL, UK. robert.milnes@viohealthtech.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundA prospective, observational study to identify relationships between body temperature and levels of peripheral P4 blood progesterone, and examine if these differ according to body temperature cycle pattern.

methods62 data points from 18 patients undergoing hormone assisted embryo transfer cycles at IVIRMA IVF clinics in Madrid, Mallorca and Malaga, Spain volunteered to use OvuSense, an intra-vaginal body temperature monitor. Primary outcome measures were OvuSense Raw and Smooth Temperature (ST) (°C), P4 (ng/ml). SECONDARY OUTCOME MEASURES: Ongoing Pregnancy, Miscarriage or biochemical pregnancy. Graphical time based comparison analyses and multilevel regression analyses using MLwiN 3.10 [Charlton C, Rasbash J, Browne WJ, Healy M, Cameron B. MlwiN Version 3.10. Centre for Multilevel Modelling. University of Bristol; 2024.] software were conducted.

resultsA graphical analysis showed an apparent relationship between P4 levels and Temperature taken on P4 blood draw day. A multilevel regression analysis using MLwiN 3.10 Centre for Multilevel Modelling. University of Bristol software investigated this relationship, allowing between-patient variation to be accounted for and estimated. This established a strong linear relationship between LnP4 and ST, and cross correlation was carried out which identified the optimum predictor of levels of LnP4 was ST measured on the day prior to blood sampling. Further graphical analyses showed an apparent lower luteal level of P4 for cycles flagged as atypical by OvuSense, and for negative outcomes, except on embryo transfer day.

conclusionsThe results provide extremely strong evidence of a linear relationship between LnP4 and Smooth Temperature (ST) measured the day before blood sampling (Z = 15.6, p < 0.0001, 2 sided). This suggests that ST could provide a less invasive, continuous, and more practical method of assessing P4 response. Secondary outcomes may be related to ST pattern established during an embryo transfer cycle. Further investigation is required to establish the value of the ST pattern for improving outcomes.

Indexed as

Body TemperatureEmbryo TransferProgesteroneAdultFemaleFertilization in VitroHumansMonitoring, PhysiologicPregnancyProspective StudiesProgesterone

Identifiers

PMID39901176
PMCPMC11792532

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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.