Evidence map›Paper›PMID 36044598›Full record

ArticleScience translational medicine2022

Single-cell profiling of environmental enteropathy reveals signatures of epithelial remodeling and immune activation.

Conner Kummerlowe, Simutanyi Mwakamui, Travis K Hughes, Nolawit Mulugeta, Victor Mudenda, Ellen Besa, Kanekwa Zyambo, Jessica E S Shay, Ira Fleming, Marko Vukovic and 16 more

Registry-linked trialOpen access · greenAbstract read
In one paragraph

Article in Science translational medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07626606 (Temporal and Spatial Immune Profiling of Oral Rotavirus Vaccine Responses in Zambian Adults With Environmental Enteropathy), which is not on this map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
2.2field-weighted citation impact, top 11% of its field
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.

NCT07626606 recruitingnot on this mapstarted 2026, after this paper: background citation

Temporal and Spatial Immune Profiling of Oral Rotavirus Vaccine Responses in Zambian Adults With Environmental Enteropathy

TypeobservationalSponsorCentre for Infectious Disease Research in ZambiaRan2026 to 2026Enrolled43ConditionsFeasibility Study, Vaccine Immune Response, Rota Virus Gastroenteritis, TranscriptomicsArmsRotarix®,
3 · Its place in the literature

Who cites it

27 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Review
  9. Dietary and metabolic effects on intestinal stem cells in health and disease.Nature reviews. Gastroenterology & hepatology · 2025
    Review
  10. Review
  11. Cellular and molecular basis of proximal small intestine disorders.Nature reviews. Gastroenterology & hepatology · 2024
    Review
  12. Article
  13. Article
  14. mBio · 2024
    Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. 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

26 authors at 11 institutions in 5 countries.

Conner KummerloweProgram in Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-8641-2916
Simutanyi MwakamuiTropical Gastroenterology and Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia.ORCID 0000-0001-7667-6531
Travis K HughesInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Nolawit MulugetaInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Victor MudendaTropical Gastroenterology and Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia.
Ellen BesaTropical Gastroenterology and Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia.ORCID 0000-0001-5606-9435
Kanekwa ZyamboTropical Gastroenterology and Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia.ORCID 0000-0001-5686-5319
Jessica E S ShayInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0001-7799-1349
Ira FlemingInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0002-4691-6933
Marko VukovicInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Ben A DoranInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0003-4713-5562
Toby P AicherInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0001-7693-7471
Marc H WadsworthInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0001-9479-8516
Juliet Tongue BramanteRagon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.
Amiko M UchidaDivision of Gastroenterology, Hepatology and Nutrition, Boston Children's Hospital, Boston, MA 02115, USA.ORCID 0000-0003-2171-4769
Rabiah FardoosAfrica Health Research Institute, Durban 4001, South Africa.
Osaretin E AsowataCancer Immunology and Virology, Dana-Farber Cancer Institute, Boston, MA, 02115, USA.ORCID 0000-0002-3936-4659
Nicholas HerbertAfrica Health Research Institute, Durban 4001, South Africa.ORCID 0000-0002-3708-694X
Ömer H YilmazInstitute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.
Henrik N KløverprisAfrica Health Research Institute, Durban 4001, South Africa.ORCID 0000-0002-2165-3313
John J GarberDepartment of Pathology, MGH, Harvard Medical School, Boston, MA 02115, USA.ORCID 0000-0002-4375-5038
José Ordovas-MontañesRagon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.ORCID 0000-0001-5444-5601
Zev J GartnerUniversity of California San Francisco, San Francisco, CA 94185, USA.ORCID 0000-0001-7803-1219
Thomas WallachDepartment of Pediatrics, SUNY Downstate Health Sciences University, Brooklyn, NY 11203, USA.
Alex K ShalekProgram in Computational and Systems Biology, Massachusetts Institute of Technology, Cambridge, MA 02139, USA.ORCID 0000-0001-5670-8778
Paul KellyTropical Gastroenterology and Nutrition Group, University of Zambia School of Medicine, Lusaka, Zambia.ORCID 0000-0003-0844-6448
Broad Institute · USUniversity of Zambia · ZMHarvard University · USAfrica Health Research Institute · ZABoston Children's Hospital · USDana-Farber Cancer Institute · USMassachusetts General Hospital · USQueen Mary University of London · GBSUNY Downstate Health Sciences University · USUniversity of California, San Francisco · USUniversity of Copenhagen · DK

Funding

STRUCTURE-FUNCTION RELATIONSHIPS IN THE ALIMENTARY TRACTP30DK034854 · NIDDK · HARVARD UNIVERSITY (MEDICAL SCHOOL) · PI JONATHAN C KAGAN · 1986 to 2026
$32.4M
TRAINING PROGRAM IN PEDIATRIC GASTROENTEROLOGY/NUTRITIONT32DK007762 · NIDDK · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI James Bayrer · 1998 to 2026
$7.3M
Graduate Training in Computational and Systems BiologyT32GM087237 · NIGMS · MASSACHUSETTS INSTITUTE OF TECHNOLOGY · PI BURGE, CHRISTOPHER B · 2009 to 2023
$4.6M
Mechanisms of HIV-associated epithelialintestinal stem cell (ISC) dysfunctionR01DK126545 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI KLOVERPRIS, HENRIK, KWON, DOUGLAS · 2020 to 2024
$3.6M
An integrated multiplexed genomic assay for low input clinical samples1U24AI118672 · NIAID · BROAD INSTITUTE, INC. · PI SHALEK, ALEX K · 2015 to 2019
$2.0M
MULTIseq: multiplexing massively parallel single cell transcriptional analysis across time, space, and conditionsR01GM135462 · NIGMS · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI GARTNER, ZEV JORDAN · 2019 to 2022
$1.3M
Ketone body metabolites in intestinal stem cell homeostasis and disease.F32DK128872 · NIDDK · MASSACHUSETTS GENERAL HOSPITAL · PI SHAY, JESSICA ELIZABETH STEWART · 2021 to 2024
$242k
Defining Features of Bacterial Control in M. tuberculosis Granulomas Using Single-cell mRNA SequencingF30AI143160 · NIAID · HARVARD MEDICAL SCHOOL · PI HUGHES, TRAVIS KYLE · 2019 to 2021
$136k
Howard Hughes Medical Institute DRG-2274-16NIAID NIH HHS F30 AI143160NIAID NIH HHS U24 AI118672NIDDK NIH HHS F32 DK128872NIDDK NIH HHS P30 DK034854NIDDK NIH HHS R01 DK126545NIDDK NIH HHS T32 DK007762NIGMS NIH HHS R01 GM135462NIGMS NIH HHS T32 GM087237Wellcome Trust 201433/A/16/AWellcome Trust 202485/Z/16/Z
6 · The paper itself

Abstract

Environmental enteropathy (EE) is a subclinical condition of the small intestine that is highly prevalent in low- and middle-income countries. It is thought to be a key contributing factor to childhood malnutrition, growth stunting, and diminished oral vaccine responses. Although EE has been shown to be the by-product of a recurrent enteric infection, its full pathophysiology remains unclear. Here, we mapped the cellular and molecular correlates of EE by performing high-throughput, single-cell RNA-sequencing on 33 small intestinal biopsies from 11 adults with EE in Lusaka, Zambia (eight HIV-negative and three HIV-positive), six adults without EE in Boston, United States, and two adults in Durban, South Africa, which we complemented with published data from three additional individuals from the same clinical site. We analyzed previously defined bulk-transcriptomic signatures of reduced villus height and decreased microbial translocation in EE and showed that these signatures may be driven by an increased abundance of surface mucosal cells-a gastric-like subset previously implicated in epithelial repair in the gastrointestinal tract. In addition, we determined cell subsets whose fractional abundances associate with EE severity, small intestinal region, and HIV infection. Furthermore, by comparing duodenal EE samples with those from three control cohorts, we identified dysregulated WNT and MAPK signaling in the EE epithelium and increased proinflammatory cytokine gene expression in a T cell subset highly expressing a transcriptional signature of tissue-resident memory cells in the EE cohort. Together, our work elucidates epithelial and immune correlates of EE and nominates cellular and molecular targets for intervention.

Indexed as

HIV InfectionsIntestinal DiseasesAdultChildHumansIntestinal MucosaSouth AfricaZambia

Identifiers

PMID36044598
PMCPMC9594855
OpenAlexW4293788648

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Registered trials

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.