1
|
Kummerlowe C, Mwakamui S, Hughes TK, Mulugeta N, Mudenda V, Besa E, Zyambo K, Shay JES, Fleming I, Vukovic M, Doran BA, Aicher TP, Wadsworth MH, Bramante JT, Uchida AM, Fardoos R, Asowata OE, Herbert N, Yilmaz ÖH, Kløverpris HN, Garber JJ, Ordovas-Montanes J, Gartner Z, Wallach T, Shalek AK, Kelly P. Single-cell profiling of environmental enteropathy reveals signatures of epithelial remodeling and immune activation. Sci Transl Med 2022; 14:eabi8633. [PMID: 36044598 PMCID: PMC9594855 DOI: 10.1126/scitranslmed.abi8633] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/02/2022]
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.
Collapse
Affiliation(s)
- Conner Kummerlowe
- Program in Computational and Systems Biology, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Simutanyi Mwakamui
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine; Lusaka, Zambia
| | - Travis K. Hughes
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Nolawit Mulugeta
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Victor Mudenda
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine; Lusaka, Zambia
| | - Ellen Besa
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine; Lusaka, Zambia
| | - Kanekwa Zyambo
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine; Lusaka, Zambia
| | - Jessica E. S. Shay
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital; Boston, MA, 02114, USA
| | - Ira Fleming
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Marko Vukovic
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Ben A. Doran
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital; Boston, MA 02115, USA
| | - Toby P. Aicher
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | - Marc H. Wadsworth
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
| | | | - Amiko M. Uchida
- Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital; Boston, MA 02115, USA
- Cancer Immunology and Virology, Dana Farber Cancer Institute; Boston, MA, 02115, USA
- Department of Medicine, Harvard Medical School; Boston MA, 02115, USA
| | - Rabiah Fardoos
- Africa Health Research Institute, Durban, 4001, South Africa
| | | | | | - Ömer H. Yilmaz
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Department of Pathology, MGH, Harvard Medical School, Boston, MA, 02115, USA
| | | | - John J. Garber
- Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital; Boston, MA 02115, USA
- Department of Medicine, Harvard Medical School; Boston MA, 02115, USA
| | - Jose Ordovas-Montanes
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Division of Gastroenterology, Hepatology, and Nutrition, Boston Children’s Hospital; Boston, MA 02115, USA
- Program in Immunology, Harvard Medical School; Boston, MA, 02115, USA
- Harvard Stem Cell Institute; Cambridge, MA, 02138, USA
| | - Zev Gartner
- University of California San Francisco; San Francisco, CA, 94185 USA
| | - Thomas Wallach
- SUNY Downstate Health Sciences University; Department of Pediatrics, Brooklyn, NY, 11203, USA
| | - Alex K. Shalek
- Program in Computational and Systems Biology, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Institute for Medical Engineering and Science (IMES), Department of Chemistry, and Koch Institute for Integrative Cancer Research, Massachusetts Institute of Technology; Cambridge, MA, 02139, USA
- Ragon Institute of MGH, MIT, and Harvard; Cambridge, MA, 02139, USA
- Broad Institute of MIT and Harvard; Cambridge, MA, 02142, USA
- Department of Pathology, MGH, Harvard Medical School, Boston, MA, 02115, USA
- Program in Immunology, Harvard Medical School; Boston, MA, 02115, USA
| | - Paul Kelly
- Gastrointestinal Unit, Department of Medicine, Massachusetts General Hospital; Boston, MA, 02114, USA
- Blizard Institute, Queen Mary University of London; London E1 2AT, United Kingdom
| |
Collapse
|