Evidence map›Paper›PMID 40274463›Full record

ArticleVaccine2025

Optimising human rabies vaccine supply chains: A modelling study.

Martha M Luka, Elaine A Ferguson, Eleanor Rees, Husna Hoffu, Joel Changalucha, Kennedy Lushasi, Lwitiko Sikana, Mumbua Mutunga, S M Thumbi, Katie Hampson

Abstract read
In one paragraph

Article in Vaccine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
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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

10 authors.

Martha M LukaSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.. Electronic address: m.luka.1@research.gla.ac.uk.
Elaine A FergusonSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.
Eleanor ReesSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.
Husna HoffuEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, Dar es Salaam, Tanzania.
Joel ChangaluchaSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.; Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Dar es Salaam, Tanzania.; College of Veterinary Medicine & Biomedical Science, Sokoine University of Agriculture, Morogoro 67804, Tanzania.
Kennedy LushasiSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.; Environmental Health and Ecological Sciences Department, Ifakara Health Institute, Dar es Salaam, Tanzania.
Lwitiko SikanaEnvironmental Health and Ecological Sciences Department, Ifakara Health Institute, Dar es Salaam, Tanzania.
Mumbua MutungaSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.; Centre for Epidemiological Modelling and Analysis, University of Nairobi, Nairobi, 00202, Kenya.
S M ThumbiCentre for Epidemiological Modelling and Analysis, University of Nairobi, Nairobi, 00202, Kenya; Institute of Immunology & Infection Research, School of Biological Sciences, University of Edinburgh, Edinburgh EH9 3FL, Scotland, UK.; Paul G Allen School for Global Health, Washington State University, Pullman, WA 99164, USA.
Katie HampsonSchool of Biodiversity, One Health & Veterinary Medicine, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow G12 8QQ, Scotland, UK.

Funding

Wellcome TrustWellcome Trust 218518/Z/19/ZWellcome Trust 224520/Z/21/Z
6 · The paper itself

Abstract

backgroundRabies causes thousands of deaths annually in low- and middle-income countries. Despite effective vaccines for post-exposure prophylaxis (PEP), their expense, coupled with supply chain failures, leads to stockouts and preventable deaths. Investment by Gavi, the Vaccine Alliance, aims to improve access to post-exposure vaccines. We evaluate PEP demand in Tanzania and Kenya and examine stock management strategies for improving supply chains in Gavi-eligible countries.

methodsWe fitted negative binomial distributions to five years of bite patient data from Tanzania (6646 patients, 20 districts) and Kenya (199,112 patients, 47 counties) to parameterise simulations of post-exposure vaccine demand under WHO-recommended intramuscular (IM) and intradermal (ID) regimens. We compared simulated vaccine use, stockouts, and the impact of stock management strategies across the observed range in demand.

resultsBite patient incidence varied dramatically; demand surges far exceeded monthly averages (in 6 % of months exceeding 3× average monthly bite patient presentations) and were most extreme in low-incidence settings. ID vaccination reduces vial use by >55 % and reduces stockout risk. Under ID vaccination vial savings are greatest in high-throughput settings, whilst risk mitigation is maximised in low-throughput settings. Decentralizing PEP to more facilities improves access, though reduces vial-sharing opportunities and so increases vial use. Resilient supply chain strategies were identified according to patient throughput, allowing for adaptation to changing demand.

conclusionsID vaccination reduces vial use and stockouts, even in low-throughput settings. Tailoring stock management-through adjusted alert thresholds and restocking volumes-can simplify the integration of rabies vaccines into essential immunisation supply chains, improving their availability and preventing unnecessary deaths. However, logistical trade-offs must also be considered.

Indexed as

Post-Exposure ProphylaxisRabiesRabies VaccinesBites and StingsHumansInjections, IntradermalInjections, IntramuscularKenyaTanzaniaVaccinationRabies VaccinesNTDsPost-exposure prophylaxisRabies vaccinesSupply chainsZero by 30

Identifiers

PMID40274463
PMCPMC7619032

What Socratic 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 Socratic graph.