Original Research

Hypoxia predicts COVID-19 mortality: Evidence to inform low-resource care

Anthony Waruru, Jonesmus Wambua, Frank V. Otieno, Mary Mwangome, Peninah Munyua, Wanjiru Waruiru, Sasi Jonnalagadda, Carol Ngunu, Annastacia K. Muange, James Otieno, Dickens Onyango, Nelly Muturi, Anne Njoroge
Journal of Public Health in Africa | Vol 16, No 1 | a1454 | DOI: https://doi.org/10.4102/jphia.v16i1.1454 | © 2025 Anthony Waruru, Jonesmus M. Wambua, Frank V. Otieno, Mary Mwangome, Peninah Munyua, Wanjiru Waruiru, Sasi Jonnalagadda, Carol Ngunu, Annastacia K. Muange, James Otieno, Dickens Onyango, Nelly Muturi, Anne Njoroge | This work is licensed under CC Attribution 4.0
Submitted: 26 May 2025 | Published: 02 December 2025

About the author(s)

Anthony Waruru, Division of Global HIV and TB, US Centers for Disease Control and Prevention (CDC), Nairobi, Kenya
Jonesmus Wambua, Global Programs for Research and Training, University of California, Nairobi, Kenya
Frank V. Otieno, Department of Health Records, Mbagathi County Referral Hospital, Nairobi, Kenya
Mary Mwangome, Global Programs for Research and Training, University of California, Nairobi, Kenya
Peninah Munyua, Division of Global Health Protection, US Centers for Disease Control and Prevention (CDC), Nairobi, Kenya
Wanjiru Waruiru, Global Programs for Research and Training, University of California, Nairobi, Kenya
Sasi Jonnalagadda, Division of Global HIV and TB, US Centers for Disease Control and Prevention (CDC), Nairobi, Kenya
Carol Ngunu, Nairobi County Department of Health, Nairobi, Kenya
Annastacia K. Muange, Division of Disease Surveillance and Response (DDSR), Ministry of Health, Nairobi, Kenya
James Otieno, Kisumu County Department of Health, Kisumu, Kenya
Dickens Onyango, Kisumu County Department of Health, Kisumu, Kenya
Nelly Muturi, AIRBEL Impact Lab, International Rescue Committee (IRC), Nairobi, Kenya
Anne Njoroge, International Training and Education Center for Health (I-TECH), University of Washington, Nairobi, Kenya

Abstract

Background: Hypoxia is a critical yet under-recognised driver of poor outcomes in coronavirus disease 2019 (COVID-19). Early detection with cheap pulse oximetry is feasible in resource-limited settings.
Aim: This study estimated the prevalence of hypoxia at admission and its role in predicting mortality in three facilities in diverse resource settings in Kenya.
Setting: The study was conducted in three Kenyan hospitals.
Methods: We retrospectively analysed 1124 COVID-19 patient hospitalisation records (October 2020 – December 2021). Hypoxia was defined as the saturation of peripheral oxygen (SpO2) ≤ 94% at admission. Differences in categorical variables were assessed using the χ2 test. We used a multivariable Cox proportional hazards model to identify mortality predictors and Kaplan–Meier methods to estimate survival probabilities, with or without oxygen supplementation.
Results: Hypoxia was present in 81.4% of patients; 39.9% had no dyspnoea. Hypoxic patients compared to non-hypoxic patients were older (≥ 60 years: 44.6% vs. 24.4%) and had higher rates of dyspnoea (60.1% vs. 36.9%), hypertension (40.4% vs. 25.8%), and tachycardia (38.2% vs. 24.6%) (all p < 0.001). Only 68.6% of hypoxic patients received oxygen. Mortality was higher among hypoxic (38.0%) vs. non-hypoxic patients (13.6%, p < 0.001). Hypoxia independently predicted mortality (adjusted hazard ratio [aHR]: 1.9; 95% confidence interval [CI]: 1.2–2.8), particularly in older adults (aHR: 1.8) and those with dyspnoea (aHR: 1.5). Survival probabilities were worse for hypoxic patients regardless of dyspnoea or oxygen supplementation (p < 0.001).
Conclusion: Hypoxia was prevalent and significantly increased the mortality risk among hospitalised COVID-19 patients.
Contribution: Routine SpO2 monitoring and targeted hypoxia management are critical in low-resource settings, particularly for vulnerable patients.


Keywords

hypoxia; silent hypoxia; COVID-19-associated mortality; survival probabilities; Kenya

Sustainable Development Goal

Goal 3: Good health and well-being

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