Evidence map›Paper›PMID 41525325›Full record

SynthesisPLoS medicine2026

Distribution of capsule and O types in Klebsiella pneumoniae causing neonatal sepsis in Africa and South Asia: A meta-analysis of genome-predicted serotype prevalence to inform potential vaccine coverage.

Thomas D Stanton, Shaun P Keegan, Jabir A Abdulahi, Anne V Amulele, Matthew Bates, Eva Heinz, Yogesh Hooda, Weiming Hu, Kajal Jain, Samiah Kanwar and 73 more

Abstract readMeta-Analysis
In one paragraph

Synthesis in PLoS medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing 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

10 citing papers in PubMed.

  1. Trial
  2. Article
  3. Article
  4. Article
  5. Observational
  6. Genomic analysis ofbioRxiv : the preprint server for biology · 2026
    Article
  7. Article
  8. Connections betweenInfection and immunity · 2026
    Article
  9. Article
  10. Genomic Characterization ofOpen forum infectious diseases · 2026
    Article
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

83 authors.

Thomas D StantonDepartment of Infectious Diseases, School of Translational Medicine, Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-8898-4432
Shaun P KeeganDepartment of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom.
Jabir A AbdulahiDepartment of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0001-6744-0500
Anne V AmuleleBioscience Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.ORCID https://orcid.org/0000-0002-4586-1985
Matthew BatesSchool of Natural Sciences, University of Lincoln, Lincoln, United Kingdom.ORCID https://orcid.org/0000-0003-0464-1529
Eva HeinzStrathclyde Institute of Pharmacy & Biomedical Sciences, University of Strathclyde, Glasgow, United Kingdom.ORCID https://orcid.org/0000-0003-4413-3756
Yogesh HoodaChild Health Research Foundation, Dhaka, Bangladesh.
Weiming HuDivision of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, United States of America.
Kajal JainPediatrics, All India Institute of Medical Sciences, New Delhi, India.ORCID https://orcid.org/0000-0003-3504-6773
Samiah KanwarDepartment of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.
Rindidzani MagoboCentre for Healthcare Associated Infections, Antimicrobial Resistance and Mycoses, National Institute for Communicable Diseases, Johannesburg, South Africa.ORCID https://orcid.org/0000-0002-0950-0146
Courtney P OlwagenSouth African Medical Research Council Vaccines and Infectious Diseases Analytics Research Unit, University of the Witwatersrand, Johannesburg, South Africa.ORCID https://orcid.org/0009-0007-3674-8415
John M TemboDepartment of Infectious Diseases, HerpeZ, Lusaka, Zambia.
Tolbert SondaBioinformatics Unit, Kilimanjaro Clinical Research Institute, Moshi, Tanzania.
Jonathan StryskoBotswana-University of Pennsylvania Partnership, University of Pennsylvania, Gaborone, Botswana.ORCID https://orcid.org/0000-0002-5258-7654
Caroline C TigoiBioscience Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.ORCID https://orcid.org/0000-0003-2750-7533
Sameen Ahmad AminCITRIC Center for Bioinformatics and Computational Biology, Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.
Kyle BittingerDivision of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, United States of America.ORCID https://orcid.org/0000-0003-3472-5934
Jennifer CornickClinical Infection, Microbiology and Immunology, University of Liverpool, Liverpool, United Kingdom.
Ebenezer Foster-NyarkoDepartment of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0001-6620-9403
Wilson GumbiBioscience Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.
Aneeta HotwaniDepartment of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-8990-2793
Naveed IqbalDepartment of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0001-8631-9191
Steven M JonesDivision of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, United States of America.
Furqan KabirInfectious Diseases Research laboratory, Department of Paediatrics & Child Health, Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0001-9564-4607
Waqasuddin KhanCITRIC Center for Bioinformatics and Computational Biology, Department of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0001-7995-8163
Chileshe L MusyaniAntimicrobial Resistance Unit, Zambia National Public Health Institute, Lusaka, Zambia.ORCID https://orcid.org/0000-0002-0262-4779
Carolyn M McGannDepartment of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0002-4066-0893
Varsha MittalPediatrics, All India Institute of Medical Sciences, New Delhi, India.
Ahmed M MoustafaDivision of Gastroenterology, Hepatology, and Nutrition, Children's Hospital of Philadelphia, Philadelphia, United States of America.ORCID https://orcid.org/0000-0002-9949-6936
Patrick MusichaMalawi Liverpool Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi.
James C L MwansaDirectorate of Research and Post Graduate Studies, Lusaka Apex Medical University, Lusaka, Zambia.
Moreka L NdumbaBioscience Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.ORCID https://orcid.org/0009-0006-1928-0382
Erkison E OdihDepartment of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0003-4503-9403
Donwilliams O OmuoyoBioscience Department, KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya.ORCID https://orcid.org/0000-0003-3900-5354
Oliver PearseMalawi Liverpool Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi.
Laura T PhillipsDepartment of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0002-6453-0129
Paul J PlanetCenter for Microbial Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America.
Aniqa Abdul RasoolDepartment of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-8645-9669
Charlene M C RodriguesDepartment of Infection Biology, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0003-0942-3707
Kirsty SandsIneos Oxford Institute for Antimicrobial Research, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0001-5049-4481
Arif M TanmoyChild Health Research Foundation, Dhaka, Bangladesh.ORCID https://orcid.org/0000-0002-7769-8035
Erin TheillerCenter for Microbial Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, United States of America.ORCID https://orcid.org/0009-0001-4703-8925
Allan M ZuzaMalawi Liverpool Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi.ORCID https://orcid.org/0000-0002-2772-5779
Sulagna BasuDivision of Bacteriology, ICMR-National Institute for Research in Bacterial Infections (formerly ICMR-NICED), Kolkata, India.
Grace J ChanDepartment of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.
Kenneth C IregbuDepartment of Medical Microbiology, College of Health Sciences, University of Abuja, Abuja, Nigeria.ORCID https://orcid.org/0000-0003-4780-0497
Jean-Baptiste MazaratiHealth Sciences, INES-RUHENGERI, Musanze, Rwanda.
Semaria Solomon AlemayehuDepartment of Microbiology, Immunology and Parasitology, St. Paul's Hospital Millennium Medical College, Addis Ababa, Ethiopia.ORCID https://orcid.org/0000-0002-7412-9400
Timothy R WalshIneos Oxford Institute for Antimicrobial Research, University of Oxford, Oxford, United Kingdom.
Rabaab ZahraDepartment of Microbiology, Quaid-i-Azam University, Islamabad, Pakistan.ORCID https://orcid.org/0000-0001-8784-0114
Angela DramowskiDepartment of Paediatrics and Child Health, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.ORCID https://orcid.org/0000-0002-0161-9791
Sombo FwoloshiSchool of Medicine, University Teaching Hospital, University of Zambia, Lusaka, Zambia.ORCID https://orcid.org/0000-0001-7556-4765
Appiah-Korang LabiDepartment of Medical Microbiology, University of Ghana Medical School, Accra, Ghana.
Lola MadridDepartment of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0003-4034-6033
Noah Obeng-NkrumahDepartment of Medical Laboratory Sciences, School of Biomedical and Allied Health Sciences, College of Health Sciences, University of Ghana, Accra, Ghana.ORCID https://orcid.org/0000-0002-1797-822X
David OjokCentral Laboratory, Centre for Infectious Disease Research in Zambia, Lusaka, Zambia.
Boaz D WaduguBiotechnology Laboratory, Kilimanjaro Clinical Research Institute, Moshi, Tanzania.
Andrew C WhitelawDivision of Medical Microbiology and Immunology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, South Africa.ORCID https://orcid.org/0000-0001-9070-5247
Adhisivam BethouDepartment of Neonatology, Jawaharlal Institute of Postgraduate Medical Education and Research (JIPMER), Puducherry, India.ORCID https://orcid.org/0000-0002-9808-2926
Anudita BhargavaDepartment of Microbiology, All India Institute of Medical Sciences, Raipur, India.
Atul JindalPediatrics, All India Institute of Medical Sciences, Raipur, India.ORCID https://orcid.org/0000-0002-0504-1077
Ruchi N NanavatiDepartment of Neonatology, Seth GS Medical College and KEM Hospital, Mumbai, India.
Priyanka S PrasadDepartment of Microbiology, Seth GS Medical College & KEM Hospital, Mumbai, India.
Apurba SastryMicrobiology, JIPMER, Puducherry, India.
Joveria Q FarooqiDepartment of Pathology and Laboratory Medicine, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-9921-4660
Najia GhanchiDepartment of Pathology and Laboratory Medicine, The Aga Khan University, Karachi, Pakistan.
Fyezah JehanDepartment of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-5874-4358
Erum KhanDepartment of Pathology and Laboratory Medicine, The Aga Khan University, Karachi, Pakistan.
Ramesh K AgarwalPediatrics, All India Institute of Medical Sciences, New Delhi, India.
Alexander M AikenDepartment of Infectious Disease Epidemiology and International Health, London School of Hygiene and Tropical Medicine, London, United Kingdom.ORCID https://orcid.org/0000-0003-3372-9036
James A BerkleyNuffield Department of Medicine, University of Oxford, Oxford, United Kingdom.ORCID https://orcid.org/0000-0002-1236-849X
Susan E CoffinDepartment of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America.ORCID https://orcid.org/0000-0001-9566-5600
Nicholas A FeaseyMalawi Liverpool Wellcome Programme, Kamuzu University of Health Sciences, Blantyre, Malawi.ORCID https://orcid.org/0000-0003-4041-1405
Nelesh P GovenderWits Mycology Division, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.ORCID https://orcid.org/0000-0001-7869-9462
Davidson H HamerDepartment of Global Health, Boston University School of Public Health, Boston, Massachusetts, United States of America.ORCID https://orcid.org/0000-0002-4700-1495
Shabir A MadhiSouth African Medical Research Council Vaccines and Infectious Diseases Analytics Research Unit, University of the Witwatersrand, Johannesburg, South Africa.
Muhammad Imran NisarDepartment of Paediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0002-2378-4720
Samir K SahaChild Health Research Foundation, Dhaka, Bangladesh.
Senjuti SahaChild Health Research Foundation, Dhaka, Bangladesh.
Mari Jeeva SankarPediatrics, All India Institute of Medical Sciences, New Delhi, India.ORCID https://orcid.org/0000-0003-1474-1451
Kelly L WyresDepartment of Infectious Diseases, School of Translational Medicine, Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0002-4033-6639
Kathryn E HoltDepartment of Infectious Diseases, School of Translational Medicine, Monash University, Melbourne, Australia.ORCID https://orcid.org/0000-0003-3949-2471

Funding

Gates Foundation INV-003519Gates Foundation INV-005180Gates Foundation INV-005567Gates Foundation INV-005691Gates Foundation INV-005773Gates Foundation INV-008112Gates Foundation INV-023821Gates Foundation INV-025280Gates Foundation INV-041685Wellcome Trust
6 · The paper itself

Abstract

backgroundKlebsiella pneumoniae causes ~20% of sepsis in neonates, with ~40% crude mortality. A vaccine administered to pregnant women, protecting against ≥70% of K. pneumoniae infections, could avert ~400,000 cases and ~80,000 deaths annually, mostly in Africa and South Asia. Vaccine formulations targeting the capsular polysaccharide (K) or lipopolysaccharide (O) antigens are in development. Global K. pneumoniae populations display extensive K and O diversity, necessitating a polyvalent vaccine targeted to the serotypes associated with neonatal disease in relevant geographical regions. We investigated the prevalence of K and O types associated with neonatal sepsis in Africa and South Asia to inform maternal vaccine design. METHODS AND

findingsWe analysed 1,930 K. pneumoniae neonate blood isolates from 13 surveillance studies across 35 sites in 13 countries. We used pathogen whole-genome sequencing to predict K and O serotypes and adjust for local transmission clusters, and Bayesian hierarchical meta-analysis to estimate K and O prevalence overall and per region, treating site as a random effect. Eighty-seven K loci were identified. KL2, KL102, KL25, KL15, and KL62 accounted for 49% of isolates. We estimate that 20 K loci, combining the eight most prevalent per region, could cover 72.9% of all infections (95% credible interval: [69.4%, 76.5%]) and ≥70% in each of Eastern, Western, and Southern Africa and South Asia. Preliminary findings from three sites suggested sufficient temporal stability of K loci to maintain 20-valent K vaccine coverage over 5-10 years, but more longitudinal data are needed to support this prediction. O types were far less diverse (n = 14 types). We estimate the top-5 (O1⍺β,2⍺, O1⍺β,2β, O2⍺, O2β, and O4) would cover 86.2% [82.6, 89.9%] of total infections (76%-92% per region), while the top-10 would cover ~99% of infections in all four regions. The main limitations of our study are the reliance on genome sequences to predict K and O serotypes (as serological typing is not available) and a lack of longitudinal data to explore stability of antigen prevalence over time.

conclusionsNeonatal sepsis is associated with diverse K and O types, with substantial geographic and temporal variation even after adjusting for localised transmission clusters. Despite this, a single 20-valent K vaccine could theoretically cover ≥70% of infections in all target regions. Locally-targeted vaccines could achieve higher coverage with lower valency, but are less feasible. In principle, very high coverage could be achieved with lower valency O-based vaccines, however, the protective efficacy against disease of antibodies targeting the O antigen remains uncertain. Further research is needed on cross-reactivity, antigen exposure, and stability of antigens over time, to better inform vaccine development.

Indexed as

Bacterial CapsulesBacterial VaccinesKlebsiella InfectionsKlebsiella pneumoniaeNeonatal SepsisO AntigensVaccination CoverageAfricaAsiaAsia, SouthernFemaleHumansInfant, NewbornPrevalenceSerogroupBacterial VaccinesO Antigens

Identifiers

PMID41525325
PMCPMC12810917

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.