Evidence map›Paper›PMID 34256732›Full record

ArticleBMC cancer2021

Prospective correlation between the patient microbiome with response to and development of immune-mediated adverse effects to immunotherapy in lung cancer.

Justin Chau, Meeta Yadav, Ben Liu, Muhammad Furqan, Qun Dai, Shailesh Shahi, Arnav Gupta, Keri Nace Mercer, Evan Eastman, Taher Abu Hejleh and 7 more

Registry-linked trialOpen access · goldAbstract read
In one paragraph

Article in BMC cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT03688347 (The Role of Microbiome in Lung Cancer and Other Malignancies), which is not on this map. Cited by 51 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
51citing papers in PubMed, 2 pooled it
4.5field-weighted citation impact, top 4% 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.

NCT03688347 completednot on this map

The Role of Microbiome in Lung Cancer and Other Malignancies

TypeobservationalSponsorTaher Abu HejlehRan2018 to 2022Enrolled44ConditionsLung Cancer, Cancer, MalignancyArmsNasal Swab, Oral Swab, Stool Collection, Microbiome analysis, DNA Banking
3 · Its place in the literature

Who cites it

51 citing papers in PubMed, 2 syntheses or guidelines pooled it, 70 citations in OpenAlex.

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  10. Gut microbiota shapes cancer immunotherapy responses.NPJ biofilms and microbiomes · 2025
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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

17 authors at 5 institutions in 2 countries.

Justin ChauDivision of Hematology, Oncology, and Blood & Marrow Transplantation, University of Iowa Hospitals and Clinics, Iowa City, USA.
Meeta YadavDepartment of Pathology, University of Iowa Hospitals and Clinics, Iowa City, USA.
Ben LiuDepartment of Electrical Engineering and Computer Science, University of Kansas, Lawrence, USA.
Muhammad FurqanDivision of Hematology, Oncology, and Blood & Marrow Transplantation, University of Iowa Hospitals and Clinics, Iowa City, USA.
Qun DaiDivision of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, USA.
Shailesh ShahiDepartment of Pathology, University of Iowa Hospitals and Clinics, Iowa City, USA.
Arnav GuptaDepartment of Pathology, University of Iowa Hospitals and Clinics, Iowa City, USA.
Keri Nace MercerHolden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa City, USA.
Evan EastmanHolden Comprehensive Cancer Center, University of Iowa Hospitals and Clinics, Iowa City, USA.
Taher Abu HejlehDivision of Hematology, Oncology, and Blood & Marrow Transplantation, University of Iowa Hospitals and Clinics, Iowa City, USA.
Carlos ChanDepartment of Surgery, University of Iowa Hospitals and Clinics, Iowa City, USA.
George J WeinerDivision of Hematology, Oncology, and Blood & Marrow Transplantation, University of Iowa Hospitals and Clinics, Iowa City, USA.
Catherine CherwinUniversity of Iowa College of Nursing, Iowa City, USA.
Sonny T M LeeDivision of Biology, Kansas State University, Manhattan, USA.
Cuncong ZhongDepartment of Electrical Engineering and Computer Science, University of Kansas, Lawrence, USA.
Ashutosh MangalamDepartment of Pathology, University of Iowa Hospitals and Clinics, Iowa City, USA.
Jun ZhangDivision of Medical Oncology, Department of Internal Medicine, University of Kansas Medical Center, Kansas City, USA. jzhang3@kumc.edu.ORCID http://orcid.org/0000-0001-7886-6187
University of Iowa Hospitals and Clinics · USUniversity of Kansas · USKansas State University · USUniversity of Iowa · USUniversity of Kansas Medical Center · US

Funding

Viral VectorP30CA086862 · NCI · UNIVERSITY OF IOWA · PI Christopher K Laubenthal · 2000 to 2026
$70.0M
University of Iowa Institutional Training Program in Oral Health ResearchT90DE023520 · NIDCR · UNIVERSITY OF IOWA · PI STEVEN M. LEVY · 2013 to 2026
$5.6M
Linking diet, gut microbiota and autoimmune disease: Bacteria induced phytoestrogen metabolites impact immune function in Experimental Autoimmune EncephalitisR01AI137075 · NIAID · UNIVERSITY OF IOWA · PI MANGALAM, ASHUTOSH KUMAR · 2018 to 2022
$2.0M
NCI NIH HHS P30 CA086862NCI NIH HHS P30CA086862NIAID NIH HHS R01 AI137075NIDCR NIH HHS T90 DE023520
6 · The paper itself

Abstract

backgroundThough the gut microbiome has been associated with efficacy of immunotherapy (ICI) in certain cancers, similar findings have not been identified for microbiomes from other body sites and their correlation to treatment response and immune related adverse events (irAEs) in lung cancer (LC) patients receiving ICIs.

methodsWe designed a prospective cohort study conducted from 2018 to 2020 at a single-center academic institution to assess for correlations between the microbiome in various body sites with treatment response and development of irAEs in LC patients treated with ICIs. Patients must have had measurable disease, ECOG 0-2, and good organ function to be included. Data was collected for analysis from January 2019 to October 2020. Patients with histopathologically confirmed, advanced/metastatic LC planned to undergo immunotherapy-based treatment were enrolled between September 2018 and June 2019. Nasal, buccal and gut microbiome samples were obtained prior to initiation of immunotherapy +/- chemotherapy, at development of adverse events (irAEs), and at improvement of irAEs to grade 1 or less.

resultsThirty-seven patients were enrolled, and 34 patients were evaluable for this report. 32 healthy controls (HC) from the same geographic region were included to compare baseline gut microbiota. Compared to HC, LC gut microbiota exhibited significantly lower α-diversity. The gut microbiome of patients who did not suffer irAEs were found to have relative enrichment of Bifidobacterium (p = 0.001) and Desulfovibrio (p = 0.0002). Responders to combined chemoimmunotherapy exhibited increased Clostridiales (p = 0.018) but reduced Rikenellaceae (p = 0.016). In responders to chemoimmunotherapy we also observed enrichment of Finegoldia in nasal microbiome, and increased Megasphaera but reduced Actinobacillus in buccal samples. Longitudinal samples exhibited a trend of α-diversity and certain microbial changes during the development and resolution of irAEs.

conclusionsThis pilot study identifies significant differences in the gut microbiome between HC and LC patients, and their correlation to treatment response and irAEs in LC. In addition, it suggests potential predictive utility in nasal and buccal microbiomes, warranting further validation with a larger cohort and mechanistic dissection using preclinical models.

trial registrationClinicalTrials.gov, NCT03688347 . Retrospectively registered 09/28/2018.

Indexed as

FemaleGastrointestinal MicrobiomeHumansImmunotherapyLung NeoplasmsMalePilot ProjectsProspective StudiesAdverse effectsImmune checkpointImmunotherapyLung cancerMicrobiomeResponseToxicity

Identifiers

PMID34256732
PMCPMC8278634
OpenAlexW3180602925

What OpenQuestion holds

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LicenceCC BY
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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.