Evidence map›Paper›PMID 41974697›Full record

ArticleNature communications2026

Multiomics characterization of acute child illness and mortality in Africa and South Asia.

Camilo A Espinosa, James M Njunge, Kirkby D Tickell, Abdoulaye Hama Diallo, Abu Sadat Mohammad Sayeem Bin Shahid, Md Amran Gazi, Zaubina Kazi, Emily Yoshioka, Caroline Tigoi, Moses Mburu and 41 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

51 authors.

Camilo A Espinosa *Department of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-1630-1564
James M Njunge *The Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.ORCID http://orcid.org/0000-0002-8524-9133
Kirkby D Tickell *Global Health and Epidemiology, University of Washington, Seattle, WA, USA.
Abdoulaye Hama DialloDepartment of Public Health, Faculty of Health Sciences, University of Ouagadougou, Ouagadougou, Burkina Faso.
Abu Sadat Mohammad Sayeem Bin ShahidNutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddrb), Dhaka, Bangladesh.
Md Amran GaziNutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddrb), Dhaka, Bangladesh.
Zaubina KaziDepartment of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Pakistan.
Emily YoshiokaGlobal Health and Epidemiology, University of Washington, Seattle, WA, USA.
Caroline TigoiThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
Moses MburuThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
Moses NgariThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.ORCID http://orcid.org/0000-0001-7149-5491
Narshion NgaoThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
Elisha OmerThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
Wilson GumbiThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.
Bonface M GichukiThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya.ORCID http://orcid.org/0000-0001-8766-7470
Anna MitchelStandard BioTools, Inc., Standard BioTools, Inc., Boulder, CO, USA.
Jessica WilliamsStandard BioTools, Inc., Standard BioTools, Inc., Boulder, CO, USA.
Joseph GogainStandard BioTools, Inc., Standard BioTools, Inc., Boulder, CO, USA.
Nebojsa JanjicStandard BioTools, Inc., Standard BioTools, Inc., Boulder, CO, USA.ORCID http://orcid.org/0000-0001-6811-167X
Rupasri MandalDepartment of Biological Sciences, University of Alberta, Edmonton, AB, Canada.
Benjamin JenkinsCore Metabolomics and Lipidomics Laboratory, Metabolic Research Laboratories, Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0003-0038-9709
Hilary P BrowneWellcome Sanger Institute, Hinxton, UK.
Yan ShaoWellcome Sanger Institute, Hinxton, UK.ORCID http://orcid.org/0000-0002-8662-0504
Timothy RozdayWellcome Sanger Institute, Hinxton, UK.ORCID http://orcid.org/0000-0001-7016-0665
Mark D StaresWellcome Sanger Institute, Hinxton, UK.
Nicholas J R DawsonWellcome Sanger Institute, Hinxton, UK.ORCID http://orcid.org/0009-0009-0431-8298
Eloise BersonDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-1046-125X
Alan ChangDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-1716-0134
Yeasul KimDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-8289-1297
Samson J MatarasoDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0003-3146-2243
Chi-Hung ShuDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0009-0009-3486-8856
Thanaphong PhongpreechaDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.ORCID http://orcid.org/0000-0001-9245-6686
Lei XueDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA.
Ali SaleemDepartment of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Pakistan.
Benson SingaKenya Medical Research Institute, Nairobi, Kenya.
Tahmeed AhmedNutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddrb), Dhaka, Bangladesh.
Wieger P VoskuijlAmsterdam Institute for Global Child Health, Emma Children's hospital, Amsterdam UMC, University of Amsterdam, Amsterdam, the Netherlands.
David S WishartDepartment of Biological Sciences, University of Alberta, Edmonton, AB, Canada.
Eric R HouptDivision of Infectious Diseases and International Health, University of Virginia, Charlottesville, VA, USA.
Jie LiuSchool of Public Health, Qingdao University, Qingdao, China.
Asad AliDepartment of Pediatrics and Child Health, Aga Khan University Hospital, Karachi, Pakistan.ORCID http://orcid.org/0000-0001-5274-7665
Ezekiel MupereDepartment of Paediatrics and Child Health, College of Health Sciences, Makerere University, Kampala, Uganda.ORCID http://orcid.org/0000-0002-8746-9009
Mohammod Jobayer ChistiNutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddrb), Dhaka, Bangladesh.ORCID http://orcid.org/0000-0001-9958-3071
Robert H J BandsmaCentre for Global Child Health, The Hospital for Sick Children, Toronto, ON, Canada.ORCID http://orcid.org/0000-0001-6358-4750
Trevor D LawleyWellcome Sanger Institute, Hinxton, UK.ORCID http://orcid.org/0000-0002-4805-621X
Albert KoulmanCore Metabolomics and Lipidomics Laboratory, Metabolic Research Laboratories, Institute of Metabolic Science, University of Cambridge, Cambridge, UK.ORCID http://orcid.org/0000-0001-9998-051X
Christina L LancioniDepartment of Pediatrics, Oregon Health and Science University, Portland, OR, USA.ORCID http://orcid.org/0000-0002-0821-1211
Nima AghaeepourDepartment of Anesthesiology, Perioperative and Pain Medicine, StanfordStanford University School of Medicine, Stanford, CA, USA. naghaeep@stanford.edu.ORCID http://orcid.org/0000-0002-6117-8764
James A BerkleyThe Childhood Acute Illness and Nutrition Network, Nairobi, Kenya. james.berkley@ndm.ox.ac.uk.ORCID http://orcid.org/0000-0002-1236-849X
Judd L WalsonGlobal Health and Epidemiology, University of Washington, Seattle, WA, USA. jwalson1@jh.edu.ORCID http://orcid.org/0000-0003-4836-720X
Childhood Acute Illness and Nutrition (CHAIN) Network

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Childhood illnesses from infectious diseases in low- and middle-income countries contribute substantially to the global under-five mortality. Many hospitalized children experience incomplete recovery, readmission, and post-discharge mortality despite guideline-directed care. However, targeted interventions remain elusive due to limited understanding of underlying mechanisms. In this work, we employ multiomic profiling and multivariate modeling to investigate biological drivers of inpatient and post-discharge mortality in 3,101 acutely ill children across nine sites in sub-Saharan Africa and South Asia. In a nested case-cohort (N = 1008), we generate plasma proteomics, serum metabolomics and lipidomics, stool metagenomics, and fecal pathogen data at admission and discharge. Additionally, we profile 270 geographically matched community children for biological baselines. We identify a generalizable mortality signature marked by immune, inflammatory, and metabolic dysregulation with gut dysbiosis. We show that mortality-associated signals persist from admission through discharge, indicating unresolved disease and that malnourished children show greater baseline perturbations, explaining elevated risk. We also find some children with low clinical severity display high predicted mortality risk from targeted biomarkers. Finally, we distill predictive models to a clinically feasible biomarker panel and validate our findings in an independent cohort (N = 100). By linking inpatient and post-discharge mortality to specific biological mechanisms, our findings highlight why current care can fail and demonstrate how biomarker-guided risk stratification can identify vulnerable children currently missed by clinical assessments, enabling targeted interventions to reduce mortality in low- and middle-income countries.

Indexed as

Child MortalityAcute DiseaseAfrica South of the SaharaAsia, SouthernBiomarkersChildChild, PreschoolFecesFemaleHumansInfantMaleMetabolomicsMetagenomicsMultiomicsProteomicsBiomarkers

Identifiers

PMID41974697
PMCPMC13249890

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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.