Evidence map›Paper›PMID 40832401›Full record

ArticlemedRxiv : the preprint server for health sciences2025

Pulse oximeter performance and skin pigment: comparison of 34 oximeters using current and emerging regulatory frameworks.

Caroline Hughes, Danni Chen, Tyler Law, Philip Bickler, John Feiner, Leonid Shmuylovich, Ella Behnke, Lily Ortiz, Gregory Leeb, Isabella Auchus and 14 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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
–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

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

24 authors.

Caroline HughesUniversity of California San Francisco Hypoxia Research Laboratory.
Danni ChenUniversity of California San Francisco Hypoxia Research Laboratory.
Tyler LawUniversity of California San Francisco Hypoxia Research Laboratory.ORCID 0000-0002-6141-4026
Philip BicklerUniversity of California San Francisco Hypoxia Research Laboratory.ORCID 0000-0002-5077-4982
John FeinerUniversity of California San Francisco Hypoxia Research Laboratory.ORCID 0000-0001-6161-1209
Leonid ShmuylovichDivision of Dermatology, Department of Medicine, Washington University in Saint Louis.ORCID 0000-0001-9210-7873
Ella BehnkeUniversity of California San Francisco Hypoxia Research Laboratory.
Lily OrtizUniversity of California San Francisco Hypoxia Research Laboratory.
Gregory LeebUniversity of California San Francisco Hypoxia Research Laboratory.ORCID 0000-0002-0358-0907
Isabella AuchusDepartment of Anesthesia and Perioperative Care, University of California San Francisco.ORCID 0000-0003-2918-6606
Fekir NegussieUniversity of California San Francisco Center for Health Equity in Surgery and Anesthesia.ORCID 0000-0002-0125-207X
Ronald BisegerwaUniversity of California San Francisco Center for Health Equity in Surgery and Anesthesia.ORCID 0000-0001-6567-1735
René Vargas ZamoraUniversity of California San Francisco Hypoxia Research Laboratory.
Elizabeth IgagaUniversity of California San Francisco Center for Health Equity in Surgery and Anesthesia.ORCID 0000-0002-2190-2738
Kelvin MooreUniversity of California San Francisco Hypoxia Research Laboratory.ORCID 0000-0003-4272-371X
Olubunmi OkunlolaDepartment of Anesthesia, New York University Langone Hospital Brooklyn.
Ellis MonkDepartment of Sociology, Harvard University.ORCID 0000-0003-3124-0990
Jana Lyn FernandezUniversity of California San Francisco Hypoxia Research Laboratory.
Odinakachukwu EhieDepartment of Anesthesia and Perioperative Care, University of California San Francisco.ORCID 0000-0001-8436-8897
Bernadette WilksDepartment of Anesthesia and Perioperative Care, University of California San Francisco.ORCID 0000-0001-8290-0640
Koyinsola OyefesoUniversity of California San Francisco Hypoxia Research Laboratory.
Deleree SchornackUniversity of California San Francisco Hypoxia Research Laboratory.
Cornelius SendagireUniversity of California San Francisco Center for Health Equity in Surgery and Anesthesia.ORCID 0000-0002-9039-7325
Michael S LipnickUniversity of California San Francisco Hypoxia Research Laboratory.ORCID 0000-0001-9978-1465

Funding

The Optics of Health: Race Skin Tone Minority Health and Health Disparities in the U.S.DP2MH132941 · NIMH · HARVARD UNIVERSITY · PI MONK, ELLIS · 2022 to 2022
$1.5M
NIMH NIH HHS DP2 MH132941
6 · The paper itself

Abstract

Background: The International Organization for Standardization (ISO) and US Food and Drug Administration (FDA) are updating regulations for pulse oximeters to reduce performance disparities linked to skin pigment. We tested common oximeters with current and anticipated regulatory frameworks. We hypothesized that not all oximeters show more positive bias in darkly vs lightly pigmented participants and that few oximeters would 'pass' the anticipated FDA regulations. Methods: We used a controlled desaturation protocol to test 34 oximeters across arterial oxygen saturations (SaO Results: For cohorts of 24 participants, 28/34 oximeters passed 2017 ISO Standard (A Conclusions: Pulse oximeters show variable performance across manufacturers and models. Notably, only some devices show more positive bias in people with darker skin. Anticipated updates to ISO and FDA frameworks yield strikingly different assessments and require refinement of cohort sizes and differential bias criteria. Whether new guidelines will translate into improved real-world performance or reduced health disparities is yet to be determined.

Identifiers

PMID40832401
PMCPMC12363702

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.