1
|
Muñiz Pedrogo DA, Sears CL, Melia JMP. Colorectal cancer in inflammatory bowel disease: a review of the role of gut microbiota and bacterial biofilms in disease pathogenesis. J Crohns Colitis 2024:jjae061. [PMID: 38703073 DOI: 10.1093/ecco-jcc/jjae061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/17/2023] [Indexed: 05/06/2024]
Abstract
The risk of colorectal cancer (CRC) is increased in patients with inflammatory bowel disease (IBD), particularly in extensive ulcerative colitis (UC) and Crohn's colitis. Gut microbiota have been implicated in the pathogenesis of CRC via multiple mechanisms, including the release of reactive oxygen species and genotoxins, and induction of inflammation as well as activation of the immune response. Gut microbiota can enhance their carcinogenic and pro-inflammatory properties by organizing into biofilms, potentially making them more resistant to the host's immune system and to antibiotics. Colonic biofilms have the capacity to invade colonic tissue and accelerate tumorigenesis in tumor-prone models of mice. In the context of IBD, the prevalence of biofilms has been estimated to be up to 95%. Although the relationship between chronic inflammation and molecular mediators that contribute to IBD-associated CRC is well established, the role of gut microbiota and biofilms in this sequence is not fully understood. Because CRC can still arise in the absence of histologic inflammation, there is a growing interest in identifying chemopreventive agents against IBD-associated CRC. 5-aminosalicylates, commonly used in the treatment of UC, have antimicrobial and anti-carcinogenic properties that might have a role in the chemoprevention of CRC via the inhibition or modulation of carcinogenic gut microbiota and potentially biofilm formation. Whether biologics and other IBD-targeted therapies can decrease the progression towards dysplasia and CRC via mechanisms independent of inflammation is still unknown. Further research is warranted to identify potential new microbial targets of therapy for chemoprevention of dysplasia and CRC in IBD.
Collapse
Affiliation(s)
- David A Muñiz Pedrogo
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Joanna M P Melia
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
2
|
Takashima Y, Kawamura H, Okadome K, Ugai S, Haruki K, Arima K, Mima K, Akimoto N, Nowak JA, Giannakis M, Garrett WS, Sears CL, Song M, Ugai T, Ogino S. Enrichment of Bacteroides fragilis and enterotoxigenic Bacteroides fragilis in CpG island methylator phenotype-high colorectal carcinoma. Clin Microbiol Infect 2024; 30:630-636. [PMID: 38266708 DOI: 10.1016/j.cmi.2024.01.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2023] [Revised: 12/04/2023] [Accepted: 01/13/2024] [Indexed: 01/26/2024]
Abstract
OBJECTIVES Data support that enterotoxigenic Bacteroides fragilis (ETBF) harbouring the Bacteroides fragilis toxin (bft) gene may promote colorectal tumourigenesis through the serrated neoplasia pathway. We hypothesized that ETBF may be enriched in colorectal carcinoma subtypes with high-level CpG island methylator phenotype (CIMP-high), BRAF mutation, and high-level microsatellite instability (MSI-high). METHODS Quantitative PCR assays were designed to quantify DNA amounts of Bacteroides fragilis, ETBF, and each bft gene isotype (bft-1, bft-2, or bft-3) in colorectal carcinomas in the Health Professionals Follow-up Study and Nurses' Health Study. We used multivariable-adjusted logistic regression models with the inverse probability weighting method. RESULTS We documented 4476 colorectal cancer cases, including 1232 cases with available bacterial data. High DNA amounts of Bacteroides fragilis and ETBF were positively associated with BRAF mutation (p ≤ 0.0003), CIMP-high (p ≤ 0.0002), and MSI-high (p < 0.0001 and p = 0.01, respectively). Multivariable-adjusted odds ratios (with 95% confidence interval) for high Bacteroides fragilis were 1.40 (1.06-1.85) for CIMP-high and 2.14 (1.65-2.77) for MSI-high, but 1.02 (0.78-1.35) for BRAF mutation. Multivariable-adjusted odds ratios for high ETBF were 2.00 (1.16-3.45) for CIMP-high and 2.86 (1.64-5.00) for BRAF mutation, but 1.09 (0.67-1.76) for MSI-high. Neither Bacteroides fragilis nor ETBF was associated with colorectal cancer-specific or overall survival. DISCUSSION The tissue abundance of Bacteroides fragilis is associated with CIMP-high and MSI-high, whereas ETBF abundance is associated with CIMP-high and BRAF mutation in colorectal carcinoma. Our findings support the aetiological relevance of Bacteroides fragilis and ETBF in the serrated neoplasia pathway.
Collapse
Affiliation(s)
- Yasutoshi Takashima
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Hidetaka Kawamura
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Kazuo Okadome
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Satoko Ugai
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Koichiro Haruki
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Kota Arima
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Kosuke Mima
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Naohiko Akimoto
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA
| | - Jonathan A Nowak
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Marios Giannakis
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
| | - Wendy S Garrett
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Mingyang Song
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, MA, USA; Division of Gastroenterology, Massachusetts General Hospital, Boston, MA, USA
| | - Tomotaka Ugai
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Shuji Ogino
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA; Broad Institute of MIT and Harvard, Cambridge, MA, USA; Cancer Immunology Program, Dana-Farber Harvard Cancer Centre, Boston, MA, USA.
| |
Collapse
|
3
|
Abstract
Colorectal cancer (CRC) is a substantial source of global morbidity and mortality in dire need of improved prevention and treatment strategies. As our understanding of CRC grows, it is becoming increasingly evident that the gut microbiota, consisting of trillions of microorganisms in direct interface with the colon, plays a substantial role in CRC development and progression. Understanding the roles that individual microorganisms and complex microbial communities play in CRC pathogenesis, along with their attendant mechanisms, will help yield novel preventive and therapeutic interventions for CRC. In this Review, we discuss recent evidence concerning global perturbations of the gut microbiota in CRC, associations of specific microorganisms with CRC, the underlying mechanisms by which microorganisms potentially drive CRC development and the roles of complex microbial communities in CRC pathogenesis. While our understanding of the relationship between the microbiota and CRC has improved in recent years, our findings highlight substantial gaps in current research that need to be filled before this knowledge can be used to the benefit of patients.
Collapse
Affiliation(s)
- Maxwell T White
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
4
|
Sears CL, Queen J. Whittling down the bacterial subspecies that might drive colon cancer. Nature 2024; 628:275-276. [PMID: 38509290 DOI: 10.1038/d41586-024-00662-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2024]
|
5
|
Li JZ, Clancy CJ, Singh U, Sears CL. 2023: Looking Back and Looking Ahead. J Infect Dis 2024; 229:619-620. [PMID: 38386686 DOI: 10.1093/infdis/jiae076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2024] [Accepted: 02/12/2024] [Indexed: 02/24/2024] Open
Affiliation(s)
- Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | | | | - Cynthia L Sears
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| |
Collapse
|
6
|
Namasivayam S, Tilves C, Ding H, Wu S, Domingue JC, Ruiz-Bedoya C, Shah A, Bohrnsen E, Schwarz B, Bacorn M, Chen Q, Levy S, Dominguez Bello MG, Jain SK, Sears CL, Mueller NT, Hourigan SK. Fecal transplant from vaginally seeded infants decreases intraabdominal adiposity in mice. Gut Microbes 2024; 16:2353394. [PMID: 38743047 PMCID: PMC11095576 DOI: 10.1080/19490976.2024.2353394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2023] [Accepted: 05/06/2024] [Indexed: 05/16/2024] Open
Abstract
Exposing C-section infants to the maternal vaginal microbiome, coined "vaginal seeding", partially restores microbial colonization. However, whether vaginal seeding decreases metabolic disease risk is unknown. Therefore, we assessed the effect of vaginal seeding of human infants on adiposity in a murine model. Germ-free mice were colonized with transitional stool from human infants who received vaginal seeding or control (placebo) seeding in a double-blind randomized trial. There was a reduction in intraabdominal adipose tissue (IAAT) volume in male mice that received stool from vaginally seeded infants compared to control infants. Higher levels of isoleucine and lower levels of nucleic acid metabolites were observed in controls and correlated with increased IAAT. This suggests that early changes in the gut microbiome and metabolome caused by vaginal seeding have a positive impact on metabolic health.
Collapse
Affiliation(s)
- Sivaranjani Namasivayam
- Clinical Microbiome Unit (CMU), Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Curtis Tilves
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Epidemiology, Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
| | - Hua Ding
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Shaoguang Wu
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jada C Domingue
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Camilo Ruiz-Bedoya
- Center for Infection and Inflammation Imaging Research, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ankit Shah
- Inova Health System, Inova Women’s Hospital, Falls Church, VA, USA
| | - Eric Bohrnsen
- Research Technologies Branch, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases; National Institutes of Health, Hamilton, MT, USA
| | - Benjamin Schwarz
- Research Technologies Branch, Rocky Mountain Laboratories, National Institute of Allergy and Infectious Diseases; National Institutes of Health, Hamilton, MT, USA
| | - Mickayla Bacorn
- Clinical Microbiome Unit (CMU), Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Qing Chen
- Clinical Microbiome Unit (CMU), Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Shira Levy
- Clinical Microbiome Unit (CMU), Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Maria Gloria Dominguez Bello
- Departments of Biochemistry and Microbiology, Rutgers University, New Brunswick, NJ, USA
- Humans and the microbiome program, Canadian Institute for Advanced Research (CIFAR), Toronto, ON, Canada
| | - Sanjay K Jain
- Center for Infection and Inflammation Imaging Research, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Noel T Mueller
- Department of Epidemiology, Johns Hopkins University Bloomberg School of Public Health, Baltimore, MD, USA
- Department of Epidemiology, Welch Center for Prevention, Epidemiology and Clinical Research, Baltimore, MD, USA
| | - Suchitra K Hourigan
- Clinical Microbiome Unit (CMU), Laboratory of Host Immunity and Microbiome, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
- Division of Pediatric Gastroenterology, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
7
|
Heiser CN, Simmons AJ, Revetta F, McKinley ET, Ramirez-Solano MA, Wang J, Kaur H, Shao J, Ayers GD, Wang Y, Glass SE, Tasneem N, Chen Z, Qin Y, Kim W, Rolong A, Chen B, Vega PN, Drewes JL, Markham NO, Saleh N, Nikolos F, Vandekar S, Jones AL, Washington MK, Roland JT, Chan KS, Schürpf T, Sears CL, Liu Q, Shrubsole MJ, Coffey RJ, Lau KS. Molecular cartography uncovers evolutionary and microenvironmental dynamics in sporadic colorectal tumors. Cell 2023; 186:5620-5637.e16. [PMID: 38065082 PMCID: PMC10756562 DOI: 10.1016/j.cell.2023.11.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2023] [Revised: 08/23/2023] [Accepted: 11/02/2023] [Indexed: 12/18/2023]
Abstract
Colorectal cancer exhibits dynamic cellular and genetic heterogeneity during progression from precursor lesions toward malignancy. Analysis of spatial multi-omic data from 31 human colorectal specimens enabled phylogeographic mapping of tumor evolution that revealed individualized progression trajectories and accompanying microenvironmental and clonal alterations. Phylogeographic mapping ordered genetic events, classified tumors by their evolutionary dynamics, and placed clonal regions along global pseudotemporal progression trajectories encompassing the chromosomal instability (CIN+) and hypermutated (HM) pathways. Integrated single-cell and spatial transcriptomic data revealed recurring epithelial programs and infiltrating immune states along progression pseudotime. We discovered an immune exclusion signature (IEX), consisting of extracellular matrix regulators DDR1, TGFBI, PAK4, and DPEP1, that charts with CIN+ tumor progression, is associated with reduced cytotoxic cell infiltration, and shows prognostic value in independent cohorts. This spatial multi-omic atlas provides insights into colorectal tumor-microenvironment co-evolution, serving as a resource for stratification and targeted treatments.
Collapse
Affiliation(s)
- Cody N Heiser
- Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Alan J Simmons
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Frank Revetta
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Eliot T McKinley
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Marisol A Ramirez-Solano
- Department of Biostatistics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Jiawei Wang
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Harsimran Kaur
- Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Justin Shao
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Computer Science, Vanderbilt University, Nashville, TN 37235, USA
| | - Gregory D Ayers
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yu Wang
- Department of Biostatistics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Sarah E Glass
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Naila Tasneem
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Zhengyi Chen
- Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Yan Qin
- Incendia Therapeutics, Inc., Boston, MA 02135, USA
| | - William Kim
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Andrea Rolong
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Bob Chen
- Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Paige N Vega
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Julia L Drewes
- Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Nicholas O Markham
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Nabil Saleh
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA
| | - Fotis Nikolos
- Department of Urology, Neal Cancer Center, Houston Methodist Research Institute, Houston, TX 77030, USA
| | - Simon Vandekar
- Department of Biostatistics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Angela L Jones
- Vanderbilt Technologies for Advanced Genomics, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - M Kay Washington
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Joseph T Roland
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Keith S Chan
- Department of Urology, Neal Cancer Center, Houston Methodist Research Institute, Houston, TX 77030, USA
| | | | - Cynthia L Sears
- Department of Medicine, Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Qi Liu
- Department of Biostatistics and Center for Quantitative Sciences, Vanderbilt University Medical Center, Nashville, TN 37235, USA
| | - Martha J Shrubsole
- Department of Medicine, Division of Epidemiology, Vanderbilt University Medical Center, Nashville, TN 37232, USA
| | - Robert J Coffey
- Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Medicine, Division of Gastroenterology, Hepatology and Nutrition, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
| | - Ken S Lau
- Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Epithelial Biology Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Department of Cell and Developmental Biology, Vanderbilt University School of Medicine, Nashville, TN 37232, USA; Department of Surgery, Vanderbilt University Medical Center, Nashville, TN 37232, USA; Vanderbilt-Ingram Cancer Center, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
| |
Collapse
|
8
|
Anderson SM, Sears CL. The Role of the Gut Microbiome in Cancer: A Review, With Special Focus on Colorectal Neoplasia and Clostridioides difficile. Clin Infect Dis 2023; 77:S471-S478. [PMID: 38051969 PMCID: PMC10697667 DOI: 10.1093/cid/ciad640] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Indexed: 12/07/2023] Open
Abstract
The gut microbiome has coevolved with humans to aid in physiologic functions and prevent disease. An increasing prevalence of gut dysbiosis in modern society exists and has strong linkages to multiple disease processes common in the developed world. Mechanisms for microbiome-human interactions that impact host homeostasis include bacterial metabolite/toxin production, biofilm formation with mucous layer infiltration, and host immune system modulation. Most of this crosstalk occurs at the epithelial layer of the gut, and as such the role of these interactions in the induction of colorectal cancer-a highly prevalent disease globally and one undergoing significant epidemiologic shifts-is under increasing scrutiny. Although multiple individual gut bacteria have been hypothesized as possible driver organisms in the oncogenic process, no bacterium has been definitively identified as a causal agent of colorectal cancer, suggesting that host lifestyle factors, microbiome community interactions, and the mucosal and/or systemic immune response may play a critical role in the process. Recent evidence has emerged implicating the ubiquitous human pathogen Clostridioides difficile as a possible promoter of colorectal cancer through chronic toxin-mediated cellular changes. Although much remains to be defined regarding the natural history of infections caused by this pathogen and its potential for oncogenesis, it provides a strong model for the role of both individual bacteria and of the gut microbial community as a whole in the development of colorectal cancer.
Collapse
Affiliation(s)
- Sean M Anderson
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
9
|
Sood G, Dougherty G, Martin J, Beranek E, Landrum BM, Qasba S, Patel M, Wilson C, Miller A, Sulkowski M, Bennett RG, Sears CL, Schuster A, Galai N. Is neighborhood deprivation index a risk factor for Staphylococcus aureus infections? Am J Infect Control 2023; 51:1314-1320. [PMID: 37478909 DOI: 10.1016/j.ajic.2023.07.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2023] [Revised: 07/01/2023] [Accepted: 07/03/2023] [Indexed: 07/23/2023]
Abstract
BACKGROUND We assessed the association between neighborhood area deprivation index (ADI) and community-onset (co) and hospital-onset (ho) Staphylococcus aureus infection. METHODS Demographic and clinical characteristics of patients admitted to 5 adult hospitals in the mid-Atlantic between 2016 and 2018 were obtained. The association of ADI with methicillin-resistant (MRSA) and methicillin-sensitive (MSSA) S aureus infections was assessed using logistic regression models adjusting for severity of illness and days of admission. RESULTS Overall, increasing ADI was associated with higher odds of co- and ho-MRSA and MSSA infection. In univariate analysis, Black race was associated with 44% greater odds of ho-MRSA infection (odds ratio [OR] 1.44; 95% CI 1.18-1.76) and Asian race (co-MRSA OR 0.355; Confidence Interval (CI) 0.240-0.525; co-MSSA OR 0.718; CI 0.557-0.928) and unknown race (co-MRSA OR 0.470; CI 0.365-0.606; co-MSSA OR 0.699; CI 0.577-0.848) was associated with lower odds of co-MSSA and co-MRSA infections. When both race and ADI were included in the model, Black race was no longer associated with ho-MRSA infections whereas Asian and unknown race remained associated with lower odds of co-MRSA and co-MSSA infection. In the multivariable logistic regression, ADI was consistently associated with increased odds of S aureus infection (co-MRSA OR 1.132; CI 1.064-1.205; co-MSSA OR 1.089; CI 1.030-1.15; ho-MRSA OR 1.29; CI 1.16-1.43: ho-MSSA OR 1.215; CI 1.096-1.346). CONCLUSIONS The area deprivation index is associated with community and hospital-onset MRSA and MSSA infections.
Collapse
Affiliation(s)
- Geeta Sood
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD.
| | - Geoff Dougherty
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Health Services Cost Review Commission, MD
| | | | | | - B Mark Landrum
- Department of Medicine, Howard County General Hospital, Columbia, MD
| | - Sonia Qasba
- Department of Medicine, Suburban Hospital, Bethesda, MD
| | - Mayank Patel
- Johns Hopkins Bayview Medical Center, Baltimore, MD
| | | | | | - Mark Sulkowski
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| | - Richard G Bennett
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| | - Cynthia L Sears
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, MD
| | | | - Noya Galai
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD; Department of Statistics, University of Haifa, Mt. Carmel, Israel
| |
Collapse
|
10
|
Dzierozynski L, Queen J, Sears CL. Subtle, persistent shaping of the gut microbiome by host genes: A critical determinant of host biology. Cell Host Microbe 2023; 31:1569-1573. [PMID: 37827115 DOI: 10.1016/j.chom.2023.09.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2023] [Revised: 09/10/2023] [Accepted: 09/12/2023] [Indexed: 10/14/2023]
Abstract
Although environmental impacts on the host microbiome have been well studied, it is less certain whether and how host genetics impact the microbiome. This commentary discusses current literature supporting host genetic influences on resident species and pathogenic microbes. Mechanistic experimental studies are warranted to understand host gene-microbiome interplay.
Collapse
Affiliation(s)
- Lindsey Dzierozynski
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Jessica Queen
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Bloomberg∼Kimmel Institute for Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA; Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Baltimore, MD, USA.
| |
Collapse
|
11
|
Chen LA, Oliva-Hemker M, Radin A, Weidner M, O’Laughlin BD, Sears CL, Javitt NB, Hourigan SK. Longitudinal Bile Acid Composition Changes Following Faecal Microbiota Transplantation for Clostridioides difficile Infection in Children With and Without Underlying Inflammatory Bowel Disease. J Crohns Colitis 2023; 17:1364-1368. [PMID: 36988432 PMCID: PMC10441560 DOI: 10.1093/ecco-jcc/jjad057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/04/2023] [Indexed: 03/30/2023]
Abstract
BACKGROUND AND AIMS Faecal microbiota transplant [FMT] is effective in treating recurrent Clostridioides difficile infection [CDI] and restores gut microbiota composition. This is unlikely to account for its entire mechanism of efficacy, as studies have shown that factors such as bile acids influence the risk of infection by affecting Clostridioides difficile germination. We therefore aimed to investigate longitudinal changes in the gut bile acid composition after FMT performed for recurrent CDI, in children with and without inflammatory bowel disease [IBD]. METHODS Eight children received FMT; five had underlying IBD. Primary and secondary faecal bile acids were measured by liquid chromatography-mass spectrometry in recipients [pre-FMT and longitudinally post-FMT for up to 6 months] and donors. RESULTS Pre-FMT, recipients had higher primary and lower secondary bile acid proportions compared with donors. Post-FMT, there was a gradual increase of secondary and decrease of primary bile acids. Whereas gut bacterial diversity had been shown to be restored in all children shortly after FMT, normalisation of bile acids to donor levels occurred only by 6 months. In children with IBD, although microbiota diversity returned to pre-FMT levels within 6 months, secondary bile acids remained at donor levels. CONCLUSIONS The differences in bile acid profiles compared with gut bacterial diversity post-FMT suggests that interactions between the two may be more complex than previously appreciated and may contribute to FMT efficacy in different ways. This initial finding demonstrates the need to further investigate gut metabolites in larger cohorts, with longitudinal sampling to understand the mechanisms of FMT effectiveness.
Collapse
Affiliation(s)
- Lea Ann Chen
- Division of Gastroenterology and Hepatology, New York University Grossman School of Medicine, New York, NY, USA
| | - Maria Oliva-Hemker
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Arielle Radin
- Division of Gastroenterology and Hepatology, New York University Grossman School of Medicine, New York, NY, USA
| | - Melissa Weidner
- Division of Pediatric Gastroenterology, Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, Rutgers University, New Brunswick, NJ, USA
| | - Brynn D O’Laughlin
- Division of Pediatric Gastroenterology, Department of Pediatrics, Children’s National Medical Center, Washington, DC, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Norman B Javitt
- Division of Gastroenterology and Hepatology,New York University Grossman School of Medicine, New York, NY, USA
| | - Suchitra K Hourigan
- Clinical Microbiome Unit, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| |
Collapse
|
12
|
Clancy CJ, Li JZ, Singh U, Sears CL. Transparent Reporting at The Journal of Infectious Diseases. J Infect Dis 2023; 228:225-226. [PMID: 37134129 DOI: 10.1093/infdis/jiad129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2023] [Accepted: 04/28/2023] [Indexed: 05/04/2023] Open
Affiliation(s)
| | - Jonathan Z Li
- Brigham and Women's Hospital, Harvard University, Boston, MA, USA
| | | | - Cynthia L Sears
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| |
Collapse
|
13
|
Queen J, Shaikh F, Sears CL. Understanding the mechanisms and translational implications of the microbiome for cancer therapy innovation. Nat Cancer 2023; 4:1083-1094. [PMID: 37525016 DOI: 10.1038/s43018-023-00602-2] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Accepted: 06/21/2023] [Indexed: 08/02/2023]
Abstract
The intersection of the microbiota and cancer and the mechanisms that define these interactions are a fascinating, rapidly evolving area of cancer biology and therapeutics. Here we present recent insights into the mechanisms by which specific bacteria or their communities contribute to carcinogenesis and discuss the bidirectional interplay between microbiota and host gene or epigenome signaling. We conclude with comments on manipulation of the microbiota for the therapeutic benefit of patients with cancer.
Collapse
Affiliation(s)
- Jessica Queen
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fyza Shaikh
- Cancer Immunology Program, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Cancer Immunology Program, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Microbiology and Molecular Immunology, Bloomberg School of Public Health, Baltimore, MD, USA.
| |
Collapse
|
14
|
Parida S, Siddharth S, Gatla HR, Wu S, Wang G, Gabrielson K, Sears CL, Ladle BH, Sharma D. Gut colonization with an obesity-associated enteropathogenic microbe modulates the premetastatic niches to promote breast cancer lung and liver metastasis. Front Immunol 2023; 14:1194931. [PMID: 37503343 PMCID: PMC10369066 DOI: 10.3389/fimmu.2023.1194931] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 06/22/2023] [Indexed: 07/29/2023] Open
Abstract
Introduction Obesity, an independent risk factor for breast cancer growth and metastatic progression, is also closely intertwined with gut dysbiosis; and both obese state and dysbiosis promote each other. Enteric abundance of Bacteroides fragilis is strongly linked with obesity, and we recently discovered the presence of B. fragilis in malignant breast cancer. Given that enterotoxigenic B. fragilis or ETBF, which secretes B. fragilis toxin (BFT), has been identified as a procarcinogenic microbe in breast cancer, it is necessary to examine its impact on distant metastasis and underlying systemic and localized alterations promoting metastatic progression of breast cancer. Methods We used syngeneic mammary intraductal (MIND) model harboring gut colonization with ETBF to query distant metastasis of breast cancer cells. Alterations in the immune network and cytokines/chemokines in the tumor microenvironment and distant metastatic sites were examined using flow cytometry, immunohistochemistry, and multiplex arrays. Results ETBF infection initiates a systemic inflammation aiding in the establishment of the premetastatic niche formation in vital organs via increased proinflammatory and protumorigenic cytokines like IL17A, IL17E, IL27p28, IL17A/F, IL6, and IL10 in addition to creating a prometastatic immunosuppressive environment in the liver and lungs rich in myeloid cells, macrophages, and T regulatory cells. It induces remodeling of the tumor microenvironment via immune cell and stroma infiltration, increased vasculogenesis, and an EMT-like response, thereby encouraging early metastatic dissemination ready to colonize the conducive environment in liver and lungs of the breast tumor-bearing mice. Discussion In this study, we show that enteric ETBF infection concomitantly induces systemic inflammation, reshapes the tumor immune microenvironment, and creates conducive metastatic niches to potentiate early dissemination and seeding of metastases to liver and lung tissues in agreement with the "seed and soil hypothesis." Our results also support the ETBF-induced "parallel model" of metastasis that advocates for an early dissemination of tumor cells that form metastatic lesions independent of the primary tumor load.
Collapse
Affiliation(s)
- Sheetal Parida
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
| | - Sumit Siddharth
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
| | - Himavanth R. Gatla
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
| | - Shaoguang Wu
- Department of Oncology, Georgetown University, Baltimore, MD, United States
| | - Guannan Wang
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Kathleen Gabrielson
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
- Johns Hopkins University School of Medicine, Molecular and Comparative Pathobiology, Baltimore, MD, United States
| | - Cynthia L. Sears
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
- Department of Oncology, Georgetown University, Baltimore, MD, United States
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Brian H. Ladle
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Dipali Sharma
- Department of Oncology, Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, United States
| |
Collapse
|
15
|
Landon BV, Kelly RJ, Zaidi AH, Balan A, Canzoniero JV, Pereira G, Belcaid Z, Hales RK, Voong KR, Battafarano RJ, Jobe BA, Yang SC, Broderick S, Ha J, Smith KN, Thompson E, Shaikh FY, White JR, Sears CL, Shin EJ, Amjad AI, Weksler B, Feliciano JL, Hu C, Lam VK, Anagnostou V. Abstract 3374: Circulating cell-free tumor DNA dynamics capture minimal residual disease with neoadjuvant immune checkpoint blockade plus chemoradiotherapy for patients with operable esophageal/gastroesophageal junction cancer. Cancer Res 2023. [DOI: 10.1158/1538-7445.am2023-3374] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/07/2023]
Abstract
Abstract
Introduction: There is a critical need to incorporate molecular assessments of minimal residual disease (MRD) during neoadjuvant immunotherapy, in order to identify individuals at high risk for disease recurrence based on analyses of circulating cell-free tumor DNA (ctDNA) landscapes. Here we employed longitudinal liquid biopsies to dynamically assess clinical outcomes with neoadjuvant immuno-chemoradiotherapy in patients with esophageal/gastroesophageal junction (E/GEJ) cancer.
Methods: We utilized targeted error-correction sequencing to perform high-depth ctDNA next-generation sequencing for 141 serial plasma and 32 matched white blood cell (WBC) DNA samples from 32 patients with operable stage II/III E/GEJ cancer that received neoadjuvant immune checkpoint blockade (ICB) with chemoradiotherapy prior to surgery (NCT03044613). ctDNA analyses were performed at baseline, post-ICB induction, after completion of chemoradiotherapy (pre-op), and post-operatively (post-op). Using a tumor-agnostic WBC DNA-informed panel NGS approach we determined the cellular origin of plasma variants, filtering out germline and clonal hematopoiesis (CH) variants and evaluated ctDNA clonal dynamics over time. Molecular MRD was evaluated post-ICB, pre-op and post-op and correlated with recurrence-free (RFS) and overall survival (OS).
Results: Twenty out of 32 patients had detectable ctDNA at any timepoint. Of the 12 patients with undetectable ctDNA, 9 had only CH- and/or germline-derived variants, while 3 patients had no detectable variants of any origin. ctDNA clearance post-ICB was correlated with tumor regression >80% at the time of resection (Fischer’s exact p=0.04). The subset of patients that did not attain complete pathologic response was heterogeneous with respect to ctDNA dynamics; such that ctDNA clearance pre-op identified patients with longer OS despite residual tumor of >0% at the time of resection (log rank p=0.06). Patients with undetectable ctDNA or ctDNA clearance pre-op had a longer RFS (log rank p=0.007) and OS (log rank p=0.03). Molecular MRD was associated with RFS and OS such that patients with ctDNA clearance post-op had longer RFS (log-rank p=0.007) and OS (log-rank p=0.017).
Conclusion: ctDNA clearance post-ICB, pre-op and post-op reflects differential clinical outcomes for patients with E/GEJ cancer receiving neoadjuvant immuno-chemoradiotherapy. Understanding ctDNA dynamics and their relationship with pathological response and long-term outcomes can help identify patients at higher risk for recurrence and open a therapeutic window for future intervention.
Citation Format: Blair V. Landon, Ronan J. Kelly, Ali H. Zaidi, Archana Balan, Jenna V. Canzoniero, Gavin Pereira, Zineb Belcaid, Russell K. Hales, K Ranh Voong, Richard J. Battafarano, Blair A. Jobe, Stephen C. Yang, Stephen Broderick, Jinny Ha, Kellie N. Smith, Elizabeth Thompson, Fyza Y. Shaikh, James R. White, Cynthia L. Sears, Eun J. Shin, Ali I. Amjad, Benny Weksler, Josephine L. Feliciano, Chen Hu, Vincent K. Lam, Valsamo Anagnostou. Circulating cell-free tumor DNA dynamics capture minimal residual disease with neoadjuvant immune checkpoint blockade plus chemoradiotherapy for patients with operable esophageal/gastroesophageal junction cancer [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3374.
Collapse
Affiliation(s)
| | | | - Ali H. Zaidi
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | - Archana Balan
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Gavin Pereira
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - Zineb Belcaid
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - K Ranh Voong
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Blair A. Jobe
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | | | | | - Jinny Ha
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | - Fyza Y. Shaikh
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - James R. White
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - Eun J. Shin
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ali I. Amjad
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | - Benny Weksler
- 3Allegheny Health Network Cancer Institute, Pittsburgh, PA
| | | | - Chen Hu
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | - Vincent K. Lam
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | |
Collapse
|
16
|
Sears CL. Introducing the New Journal of Infectious Diseases Editorial Board, Part III. J Infect Dis 2023; 227:469-470. [PMID: 36787105 DOI: 10.1093/infdis/jiac478] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2022] [Accepted: 12/05/2022] [Indexed: 02/15/2023] Open
Affiliation(s)
- Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
17
|
Sears CL. Introducing the New Journal of Infectious Diseases Editorial Board, Part II. J Infect Dis 2023; 227:307-308. [PMID: 36724297 DOI: 10.1093/infdis/jiac463] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/28/2022] [Accepted: 11/29/2022] [Indexed: 02/03/2023] Open
Affiliation(s)
- Cynthia L Sears
- Editor-in-Chief, Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
18
|
Sears CL. Introducing the New Journal of Infectious Diseases Editorial Board, Part I. J Infect Dis 2023; 227:167-168. [PMID: 36630528 DOI: 10.1093/infdis/jiac444] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Accepted: 11/09/2022] [Indexed: 01/12/2023] Open
Affiliation(s)
- Cynthia L Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
19
|
Sears CL, Li JZ, Singh U. Turning the page: a welcome from the new leadership of the Journal of Infectious Diseases. J Infect Dis 2022; 227:1-3. [PMID: 36576495 DOI: 10.1093/infdis/jiac400] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Accepted: 09/29/2022] [Indexed: 12/29/2022] Open
Affiliation(s)
- Cynthia L Sears
- School of Medicine, Johns Hopkins University, Baltimore, MD, USA
| | - Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA
| | | |
Collapse
|
20
|
Wilson G, Zhang J, Spence E, White M, Allen J, Fan C, Queen J, Naidoo J, Sears CL, Shaikh F. 514. Association Between Antibiotic Exposure and Clinical Outcomes of Immune Checkpoint Inhibition. Open Forum Infect Dis 2022. [DOI: 10.1093/ofid/ofac492.570] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Abstract
Background
Recent studies have suggested that antibiotic (ABX) use and resulting changes in the gut microbiome alter the efficacy of immune checkpoint inhibitors (ICIs) in cancer treatment, but detailed data are lacking. We performed a retrospective analysis of the impact of ABX timeframe of administration on overall survival (OS) and progression-free survival (PFS) in non-small cell lung cancer (NSCLC) patients treated with ICIs.
Methods
We assembled a cohort of stage IV NSCLC patients treated with ICIs at Johns Hopkins Medicine between 1/1/2013 and 12/31/2019 (n=154). Patient demographics, ICI and ABX (intravenous and/or oral, n=100) treatments, tumor characteristics, and progression and survival data was extracted from the electronic medical record (EMR) and verified by chart review. Progression was defined by radiological evidence or provider notes. Univariate analysis was performed with Kaplan-Meier curves with log-rank tests and multivariate analysis was performed with Cox regression.
Results
Demographic data indicated that most patients were white (n=109), smokers (n=130), and had Eastern Cooperative Oncology Group (ECOG) performance statuses of zero to one (n=128). The median age was 67 years old and slightly under half of patients (n=65) received ICIs as first line therapy. Analysis with Kaplan-Meier curves for OS and PFS revealed significantly worse OS for patients with exposure to any ABX vs. not exposed in the 2.8 years before to 4.8 years after ICI start (Median OS: 14 vs. 21.5 months, p = 0.019; Median PFS: 4.4 vs. 7.7 months, p = 0.24). ABX exposure in the 2 months before to 2 months after ICI start also negatively impacted OS (Median OS: 7.5 vs. 17.4 months, p = 0.05; Median PFS: 3.3 vs. 5.8 months, p = 0.39). Decreased OS with any ABX use in the 2.8 years before to 4.8 years after ICI start was supported by multivariate analysis controlling for age, race, ECOG performance status, tumor histology, prior lines of therapy, and prior treatment types (Adjusted Hazard Ratio: 2.0, 95% CI: 1.3-3.3).
Kaplan-Meier survival analysis of antibiotic exposure
Overall survival (A) and progression-free survival (B) in stage IV NSCLC patients treated with ICIs, with or without exposure to ABX in the 2.8 years before to 4.8 years after ICI start. P-values calculated with log-rank tests.
Conclusion
Our study indicates a negative association of ABX on OS of ICI-treated NSCLC patients in both a broad and narrow timeframe around ICI start. Further work defining ABX impact on therapeutic outcomes in a larger cohort of patients across multiple tumor types is ongoing.
Disclosures
Grant Wilson, BS, Infectious Diseases Society of America G.E.R.M. Grant: Grant/Research Support Cynthia L. Sears, MD, Bristol Myers Squibb: Grant/Research Support Fyza Shaikh, MD, PhD, Bristol Myers Squibb: Grant/Research Support.
Collapse
Affiliation(s)
- Grant Wilson
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Jiajia Zhang
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Emma Spence
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Maxwell White
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Jawara Allen
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Christopher Fan
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Jessica Queen
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Jarushka Naidoo
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Cynthia L Sears
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| | - Fyza Shaikh
- Johns Hopkins University School of Medicine , Baltimore, Maryland
| |
Collapse
|
21
|
Jia Y, Yang X, Wilson LM, Mueller NT, Sears CL, Treisman GJ, Robinson KA. Diet-Related and Gut-Derived Metabolites and Health Outcomes: A Scoping Review. Metabolites 2022; 12:metabo12121261. [PMID: 36557297 PMCID: PMC9782760 DOI: 10.3390/metabo12121261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2022] [Revised: 12/08/2022] [Accepted: 12/12/2022] [Indexed: 12/23/2022] Open
Abstract
We conducted a scoping review to map available evidence about the health impact of gut microbiota-derived metabolites. We searched PubMed and Embase for studies that assessed the health impact of ten metabolites on any health condition: deoxycholate or deoxycholic acid (DCA), lithocholate or lithocholic acid (LCA), glycolithocholate or glycolithocholic acid, glycodeoxycholate or glycodeoxycholic acid, tryptamine, putrescine, d-alanine, urolithins, N-acetylmannosamine, and phenylacetylglutamine. We identified 352 eligible studies with 168,072 participants. Most (326, 92.6%) were case-control studies, followed by cohort studies (14, 4.0%), clinical trials (8, 2.3%), and cross-sectional studies (6, 1.7%). Most studies assessed the following associations: DCA on hepatobiliary disorders (64 studies, 7976 participants), colorectal cancer (19 studies, 7461 participants), and other digestive disorders (27 studies, 2463 participants); LCA on hepatobiliary disorders (34 studies, 4297 participants), colorectal cancers (14 studies, 4955 participants), and other digestive disorders (26 studies, 2117 participants); putrescine on colorectal cancers (16 studies, 94,399 participants) and cancers excluding colorectal and hepatobiliary cancers (42 studies, 4250 participants). There is a need to conduct more prospective studies, including clinical trials. Moreover, we identified metabolites and conditions for which systemic reviews are warranted to characterize the direction and magnitude of metabolite-disease associations.
Collapse
Affiliation(s)
- Yuanxi Jia
- Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen 518055, China
| | - Xuhao Yang
- Department of Neurology and Developmental Medicine, Kennedy Krieger Institute, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Lisa M. Wilson
- Department of Health Policy and Management, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Noel T. Mueller
- Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21205, USA
| | - Cynthia L. Sears
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Glenn J. Treisman
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
| | - Karen A. Robinson
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD 21205, USA
- Correspondence: ; Tel.: +410-502-9216
| |
Collapse
|
22
|
Sears CL. Abstract IA017: Microbiota drivers of colorectal cancer and their translation to prevention. Cancer Res 2022. [DOI: 10.1158/1538-7445.crc22-ia017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
Abstract
Abundant data support that the microbiota, both communities and individual pathogenic bacteria, promote the development of colorectal cancer (CRC). More limited data support that CRC is initiated by specific bacteria or communities. This talk will focus on bacterial contributors to CRC pathogenesis, potential mechanisms, gaps in knowledge and potential approaches to enabling use of the colon microbiota and its members to advance CRC prevention. Improved approaches to prevention are particularly key to identify those at risk for early onset CRC that represents a global change in CRC epidemiology.
Citation Format: Cynthia L. Sears. Microbiota drivers of colorectal cancer and their translation to prevention [abstract]. In: Proceedings of the AACR Special Conference on Colorectal Cancer; 2022 Oct 1-4; Portland, OR. Philadelphia (PA): AACR; Cancer Res 2022;82(23 Suppl_1):Abstract nr IA017.
Collapse
|
23
|
Abstract
Unexpected members of the gut microbiota produce diverse host cell genotoxins.
Collapse
Affiliation(s)
- Jens Puschhof
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany
| | - Cynthia L Sears
- Departments of Medicine and Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- TheBloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
24
|
Shaikh FY, Gills JJ, Mohammad F, White JR, Stevens CM, Ding H, Fu J, Tam A, Blosser RL, Domingue JC, Larman TC, Chaft JE, Spicer JD, Reuss JE, Naidoo J, Forde PM, Ganguly S, Housseau F, Pardoll DM, Sears CL. Murine fecal microbiota transfer models selectively colonize human microbes and reveal transcriptional programs associated with response to neoadjuvant checkpoint inhibitors. Cancer Immunol Immunother 2022; 71:2405-2420. [PMID: 35217892 PMCID: PMC9411268 DOI: 10.1007/s00262-022-03169-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Accepted: 02/02/2022] [Indexed: 10/19/2022]
Abstract
Human gut microbial species found to associate with clinical responses to immune checkpoint inhibitors (ICIs) are often tested in mice using fecal microbiota transfer (FMT), wherein tumor responses in recipient mice may recapitulate human responses to ICI treatment. However, many FMT studies have reported only limited methodological description, details of murine cohorts, and statistical methods. To investigate the reproducibility and robustness of gut microbial species that impact ICI responses, we performed human to germ-free mouse FMT using fecal samples from patients with non-small cell lung cancer who had a pathological response or nonresponse after neoadjuvant ICI treatment. R-FMT mice yielded greater anti-tumor responses in combination with anti-PD-L1 treatment compared to NR-FMT, although the magnitude varied depending on mouse cell line, sex, and individual experiment. Detailed investigation of post-FMT mouse microbiota using 16S rRNA amplicon sequencing, with models to classify and correct for biological variables, revealed a shared presence of the most highly abundant taxa between the human inocula and mice, though low abundance human taxa colonized mice more variably after FMT. Multiple Clostridium species also correlated with tumor outcome in individual anti-PD-L1-treated R-FMT mice. RNAseq analysis revealed differential expression of T and NK cell-related pathways in responding tumors, irrespective of FMT source, with enrichment of these cell types confirmed by immunohistochemistry. This study identifies several human gut microbial species that may play a role in clinical responses to ICIs and suggests attention to biological variables is needed to improve reproducibility and limit variability across experimental murine cohorts.
Collapse
Affiliation(s)
- Fyza Y Shaikh
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joell J Gills
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Fuad Mohammad
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Courtney M Stevens
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Hua Ding
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Juan Fu
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Ada Tam
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Richard L Blosser
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jada C Domingue
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Tatianna C Larman
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Jamie E Chaft
- Department of Medicine, Memorial Sloan Kettering Cancer Center and Weill Cornell Medicine, New York, NY, USA
| | - Jonathan D Spicer
- Department of Surgery, Division of Thoracic Surgery, Faculty of Medicine, Goodman Cancer Research Center, McGill University, Montreal, Canada
| | - Joshua E Reuss
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Georgetown Lombardi Comprehensive Cancer Center, Washington, DC, USA
| | - Jarushka Naidoo
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Beaumont Hospital and RCSI University of Health Sciences, Dublin, Ireland
| | - Patrick M Forde
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sudipto Ganguly
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Franck Housseau
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Drew M Pardoll
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Medicine, Johns Hopkins University School of Medicine, 1550 Orleans Street CRB2 Bldg, Suite 1M.05, Baltimore, MD, 21231, USA
| | - Cynthia L Sears
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
- Department of Medicine, Johns Hopkins University School of Medicine, 1550 Orleans Street CRB2 Bldg, Suite 1M.05, Baltimore, MD, 21231, USA.
| |
Collapse
|
25
|
Arima K, Zhong R, Ugai T, Zhao M, Haruki K, Akimoto N, Lau MC, Okadome K, Mehta RS, Väyrynen JP, Kishikawa J, Twombly TS, Shi S, Fujiyoshi K, Kosumi K, Ogata Y, Baba H, Wang F, Wu K, Song M, Zhang X, Fuchs CS, Sears CL, Willett WC, Giovannucci EL, Meyerhardt JA, Garrett WS, Huttenhower C, Chan AT, Nowak JA, Giannakis M, Ogino S. Western-Style Diet, pks Island-Carrying Escherichia coli, and Colorectal Cancer: Analyses From Two Large Prospective Cohort Studies. Gastroenterology 2022; 163:862-874. [PMID: 35760086 PMCID: PMC9509428 DOI: 10.1053/j.gastro.2022.06.054] [Citation(s) in RCA: 36] [Impact Index Per Article: 18.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Revised: 05/20/2022] [Accepted: 06/15/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Evidence supports a carcinogenic role of Escherichia coli carrying the pks island that encodes enzymes for colibactin biosynthesis. We hypothesized that the association of the Western-style diet (rich in red and processed meat) with colorectal cancer incidence might be stronger for tumors containing higher amounts of pks+E coli. METHODS Western diet score was calculated using food frequency questionnaire data obtained every 4 years during follow-up of 134,775 participants in 2 United States-wide prospective cohort studies. Using quantitative polymerase chain reaction, we measured pks+E coli DNA in 1175 tumors among 3200 incident colorectal cancer cases that had occurred during the follow-up. We used the 3200 cases and inverse probability weighting (to adjust for selection bias due to tissue availability), integrated in multivariable-adjusted duplication-method Cox proportional hazards regression analyses. RESULTS The association of the Western diet score with colorectal cancer incidence was stronger for tumors containing higher levels of pks+E coli (Pheterogeneity = .014). Multivariable-adjusted hazard ratios (with 95% confidence interval) for the highest (vs lowest) tertile of the Western diet score were 3.45 (1.53-7.78) (Ptrend = 0.001) for pks+E coli-high tumors, 1.22 (0.57-2.63) for pks+E coli-low tumors, and 1.10 (0.85-1.42) for pks+E coli-negative tumors. The pks+E coli level was associated with lower disease stage but not with tumor location, microsatellite instability, or BRAF, KRAS, or PIK3CA mutations. CONCLUSIONS The Western-style diet is associated with a higher incidence of colorectal cancer containing abundant pks+E coli, supporting a potential link between diet, the intestinal microbiota, and colorectal carcinogenesis.
Collapse
Affiliation(s)
- Kota Arima
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Rong Zhong
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Epidemiology and Biostatistics and Ministry of Education Key Lab of Environment and Health, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Tomotaka Ugai
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Melissa Zhao
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Koichiro Haruki
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Naohiko Akimoto
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Mai Chan Lau
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kazuo Okadome
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Raaj S Mehta
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts
| | - Juha P Väyrynen
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts; Cancer and Translational Medicine Research Unit, Medical Research Center Oulu, Oulu University Hospital and University of Oulu, Oulu, Finland
| | - Junko Kishikawa
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Tyler S Twombly
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Shanshan Shi
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Kenji Fujiyoshi
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Keisuke Kosumi
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Yoko Ogata
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Graduate School of Medical Sciences, Kumamoto University, Kumamoto, Japan
| | - Fenglei Wang
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Kana Wu
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Mingyang Song
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Xuehong Zhang
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Charles S Fuchs
- Yale Cancer Center, New Haven, Connecticut; Department of Medicine, Yale School of Medicine, New Haven, Connecticut; Smilow Cancer Hospital, New Haven, Connecticut; Genentech, South San Francisco, California
| | - Cynthia L Sears
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Walter C Willett
- Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Edward L Giovannucci
- Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Nutrition, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jeffrey A Meyerhardt
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts
| | - Wendy S Garrett
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts
| | - Curtis Huttenhower
- Department of Biostatistics, Harvard T.H. Chan School of Public Health, Boston, Massachusetts
| | - Andrew T Chan
- Clinical and Translational Epidemiology Unit, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Division of Gastroenterology, Massachusetts General Hospital and Harvard Medical School, Boston, Massachusetts; Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Immunology and Infectious Diseases, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Jonathan A Nowak
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Marios Giannakis
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts
| | - Shuji Ogino
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; Broad Institute of MIT and Harvard, Cambridge, Massachusetts; Cancer Immunology and Cancer Epidemiology Programs, Dana-Farber Harvard Cancer Center, Boston, Massachusetts.
| |
Collapse
|
26
|
Drewes JL, Chen J, Markham NO, Knippel RJ, Domingue JC, Tam AJ, Chan JL, Kim L, McMann M, Stevens C, Dejea CM, Tomkovich S, Michel J, White JR, Mohammad F, Campodónico VL, Heiser CN, Wu X, Wu S, Ding H, Simner P, Carroll K, Shrubsole MJ, Anders RA, Walk ST, Jobin C, Wan F, Coffey RJ, Housseau F, Lau KS, Sears CL. Human Colon Cancer-Derived Clostridioides difficile Strains Drive Colonic Tumorigenesis in Mice. Cancer Discov 2022; 12:1873-1885. [PMID: 35678528 PMCID: PMC9357196 DOI: 10.1158/2159-8290.cd-21-1273] [Citation(s) in RCA: 35] [Impact Index Per Article: 17.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/04/2021] [Revised: 04/19/2022] [Accepted: 06/07/2022] [Indexed: 01/27/2023]
Abstract
Defining the complex role of the microbiome in colorectal cancer and the discovery of novel, protumorigenic microbes are areas of active investigation. In the present study, culturing and reassociation experiments revealed that toxigenic strains of Clostridioides difficile drove the tumorigenic phenotype of a subset of colorectal cancer patient-derived mucosal slurries in germ-free ApcMin/+ mice. Tumorigenesis was dependent on the C. difficile toxin TcdB and was associated with induction of Wnt signaling, reactive oxygen species, and protumorigenic mucosal immune responses marked by the infiltration of activated myeloid cells and IL17-producing lymphoid and innate lymphoid cell subsets. These findings suggest that chronic colonization with toxigenic C. difficile is a potential driver of colorectal cancer in patients. SIGNIFICANCE Colorectal cancer is a leading cause of cancer and cancer-related deaths worldwide, with a multifactorial etiology that likely includes procarcinogenic bacteria. Using human colon cancer specimens, culturing, and murine models, we demonstrate that chronic infection with the enteric pathogen C. difficile is a previously unrecognized contributor to colonic tumorigenesis. See related commentary by Jain and Dudeja, p. 1838. This article is highlighted in the In This Issue feature, p. 1825.
Collapse
Affiliation(s)
- Julia L. Drewes
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jie Chen
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Baltimore, Maryland
| | - Nicholas O. Markham
- Division of Gastroenterology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Reece J. Knippel
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jada C. Domingue
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada J. Tam
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - June L. Chan
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Lana Kim
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Madison McMann
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Courtney Stevens
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine M. Dejea
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sarah Tomkovich
- Department of Medicine, University of Florida, Gainesville, Florida
| | - John Michel
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Fuad Mohammad
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Victoria L. Campodónico
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cody N. Heiser
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
- Department of Cell and Developmental Biology and Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, Tennessee
| | - Xinqun Wu
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Shaoguang Wu
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hua Ding
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Baltimore, Maryland
| | - Patricia Simner
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Karen Carroll
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Martha J. Shrubsole
- Vanderbilt Ingram Cancer Center, Nashville, Tennessee
- Division of Epidemiology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Robert A. Anders
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Seth T. Walk
- Department of Microbiology and Cell Biology, Montana State University, Bozeman, Montana
| | - Christian Jobin
- Department of Medicine, University of Florida, Gainesville, Florida
- Department of Anatomy and Cell Biology, University of Florida, Gainesville, Florida
- Department of Infectious Diseases and Immunology, University of Florida, Gainesville, Florida
| | - Fengyi Wan
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Biochemistry and Molecular Biology, Bloomberg School of Public Health, Johns Hopkins Medical Institutions, Baltimore, Maryland
| | - Robert J. Coffey
- Division of Gastroenterology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Ingram Cancer Center, Nashville, Tennessee
| | - Franck Housseau
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ken S. Lau
- Epithelial Biology Center, Vanderbilt University School of Medicine, Nashville, Tennessee
- Department of Cell and Developmental Biology and Program in Chemical and Physical Biology, Vanderbilt University School of Medicine, Nashville, Tennessee
- Vanderbilt Ingram Cancer Center, Nashville, Tennessee
| | - Cynthia L. Sears
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Molecular Microbiology and Immunology, Bloomberg School of Public Health, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
27
|
Allen J, Rosendahl Huber A, Pleguezuelos-Manzano C, Puschhof J, Wu S, Wu X, Boot C, Saftien A, O’Hagan HM, Wang H, van Boxtel R, Clevers H, Sears CL. Colon Tumors in Enterotoxigenic Bacteroides fragilis (ETBF)-Colonized Mice Do Not Display a Unique Mutational Signature but Instead Possess Host-Dependent Alterations in the APC Gene. Microbiol Spectr 2022; 10:e0105522. [PMID: 35587635 PMCID: PMC9241831 DOI: 10.1128/spectrum.01055-22] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 03/31/2022] [Indexed: 12/13/2022] Open
Abstract
Enterotoxigenic Bacteroides fragilis (ETBF) is consistently found at higher frequency in individuals with sporadic and hereditary colorectal cancer (CRC) and induces tumorigenesis in several mouse models of CRC. However, whether specific mutations induced by ETBF lead to colon tumor formation has not been investigated. To determine if ETBF-induced mutations impact the Apc gene, and other tumor suppressors or proto-oncogenes, we performed whole-exome sequencing and whole-genome sequencing on tumors isolated after ETBF and sham colonization of Apcmin/+ and Apcmin/+Msh2fl/flVC mice, as well as whole-genome sequencing of organoids cocultured with ETBF. Our results indicate that ETBF-induced tumor formation results from loss of heterozygosity (LOH) of Apc, unless the mismatch repair system is disrupted, in which case, tumor formation results from new acquisition of protein-truncating mutations in Apc. In contrast to polyketide synthase-positive Escherichia coli (pks+ E. coli), ETBF does not produce a unique mutational signature; instead, ETBF-induced tumors arise from errors in DNA mismatch repair and homologous recombination DNA damage repair, established pathways of tumor formation in the colon, and the same genetic mechanism accounting for sham tumors in these mouse models. Our analysis informs how this procarcinogenic bacterium may promote tumor formation in individuals with inherited predispositions to CRC, such as Lynch syndrome or familial adenomatous polyposis (FAP). IMPORTANCE Many studies have shown that microbiome composition in both the mucosa and the stool differs in individuals with sporadic and hereditary colorectal cancer (CRC). Both human and mouse models have established a strong association between particular microbes and colon tumor induction. However, the genetic mechanisms underlying putative microbe-induced colon tumor formation are not well established. In this paper, we applied whole-exome sequencing and whole-genome sequencing to investigate the impact of ETBF-induced genetic changes on tumor formation. Additionally, we performed whole-genome sequencing of human colon organoids exposed to ETBF to validate the mutational patterns seen in our mouse models and begin to understand their relevance in human colon epithelial cells. The results of this study highlight the importance of ETBF colonization in the development of sporadic CRC and in individuals with hereditary tumor conditions, such as Lynch syndrome and familial adenomatous polyposis (FAP).
Collapse
Affiliation(s)
- Jawara Allen
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Axel Rosendahl Huber
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Shaoguang Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Xinqun Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Charelle Boot
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - Aurelia Saftien
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - Heather M. O’Hagan
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, Indiana, USA
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, USA
- Cell, Molecular and Cancer Biology Program, Indiana University School of Medicine, Bloomington, Indiana, USA
| | - Hao Wang
- Division of Biostatistics and Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
| | - Ruben van Boxtel
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Cynthia L. Sears
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Oncology, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
| |
Collapse
|
28
|
Drewes JL, Queen J, Domingue JC, Wensel CR, Cai Y, Wanyiri J, Roslani AC, Vadivelu J, Johnson CH, Sears CL. Abstract 3052: Fusobacterial-dominant colorectal cancer biofilms are associated with high levels of the polyamine N1,N12-diacetylspermine. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-3052] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Mucus-invasive colonic bacterial biofilms are dense, polymicrobial communities that are in direct contact with the epithelium. Prior data from our group has demonstrated that these invasive biofilms are prevalent in colorectal cancer, are directly tumorigenic in germ-free and specific pathogen-free ApcMin/+ mouse models, and are associated with enrichment of the polyamine N1,N12-diactylspermine (DAS) in patient samples. However, whether the composition of these biofilms impacts their pro-tumorigenic behavior and/or metabolism is presently unknown.
Methods: Carnoy’s-fixed CRC resections from 115 patients from the University of Malaya in Malaysia were stained with the all-bacterial EUB338 probe and screened for mucus-invasive biofilms (BF). All BF+ samples were subsequently stained with oligonucleotide probes targeting Bacteroidetes, Fusobacteria, Lachnospiraceae, and γ/β-Proteobacteria. Imaging was performed on a Zeiss780 confocal microscope with linear unmixing. Untargeted metabolomics was performed on 5-10 samples of each biofilm type using a Waters UPLC Xevo GS-XS quadrupole time-of-flight (QTOF) mass spectrometer. Five Fusobacterium nucleatum (Fn) strains derived from CRC cohorts were singly gavaged into germ-free ApcMin/+ mice and colons were harvested for tumors 11 wk later.
Results: Seventy-nine of 115 Malaysian tumors (69%) were BF+ using EUB338 staining. As with our prior US CRC cohort, BFs were more prevalent on the tumors proximal to the hepatic flexure (35/39, 90%) vs. those that were distal (44/76, 58%) (Chi-square p < 0.001). Of the BF+ tumors (BF+T), 55% were polymicrobial (predominantly Bacteroidetes/Lachnospiraceae), 40% were polymicrobial with fusobacterial blooms, and 5% were Proteobacteria dominant. Untargeted metabolomics of BF- healthy biopsies, BF-T, and BF+T with various BF composition subtypes revealed a gradient in levels of the polyamine DAS, with BF+T with fusobacterial blooms having the highest levels (p = 0.055 vs. Proteo-dominant BF+T, p = 0.043 vs. polymicrobial BF+T, p = 0.015 vs. BF-T, p < 0.001 vs. BF- healthy biopsies), suggesting that fusobacteria may drive proliferation and polyamine production in CRC tissues. However, inoculation of 5 different CRC-derived Fn strains including a strain isolated from a Malaysia CRC patient did not promote tumorigenesis in germ-free ApcMin/+ mice.
Conclusions: Fusobacterial-dominant biofilms are prevalent in a Malaysian CRC cohort and are associated with high levels of the polyamine N1,N12-diacetylspermine. However, F. nucleatum strains were not tumorigenic in germ-free ApcMin/+ mice, suggesting that the association between Fn, DAS, and tumorigenesis may require other bacteria in order to confer a procarcinogenic state.
Citation Format: Julia L. Drewes, Jessica Queen, Jada C. Domingue, Caroline R. Wensel, Yuping Cai, Jane Wanyiri, April C. Roslani, Jamuna Vadivelu, Caroline H. Johnson, Cynthia L. Sears. Fusobacterial-dominant colorectal cancer biofilms are associated with high levels of the polyamine N1,N12-diacetylspermine [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 3052.
Collapse
Affiliation(s)
| | - Jessica Queen
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | - Yuping Cai
- 2Yale School of Public Health, New Haven, CT
| | - Jane Wanyiri
- 1Johns Hopkins University School of Medicine, Baltimore, MD
| | | | | | | | | |
Collapse
|
29
|
Shaikh FY, White JR, Kelly RJ, Zaidi AH, Canzoniero JV, Feliciano JL, Hales RK, Voong KR, Battafarano RJ, Jobe BA, Yang SC, Broderick S, Ha J, Smith KN, Thompson E, Shin EJ, Amjad AI, Guerrieri P, Weksler B, Hu C, Anagnostou V, Lam VK, Sears CL. Abstract 1973: Patients with operable esophageal cancer and improved responses to combined chemoradiotherapy and immunotherapy display distinct microbiome profiles enriched in multiple Bacteroides species. Cancer Res 2022. [DOI: 10.1158/1538-7445.am2022-1973] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Preclinical and clinical data indicate that neoadjuvant chemoradiotherapy (CRT) may prime an anti-tumor immunological response in esophageal cancer driven by intratumoral CD8+ T cells and PD-L1 expression. LAG-3 is also highly expressed in esophagogastric cancers. The microbiome, a novel and potentially modifiable, biomarker of IO response, has not yet been examined in the neoadjuvant setting in esophageal cancer and is the goal of our study.
Methods: Fecal samples were collected from patients with stage II/III esophageal or gastroesophageal junction carcinoma eligible for curative resection treated with the standard of care regimen of carboplatin paclitaxel (50mg/m2), radiation 50.4 Gy in 28 fractions and an Ivor-Lewis esophagectomy 6-10 weeks after last CRT and immunotherapy (IO) dose. Patients on arm A (n=11) received 2 cycles of induction with nivolumab plus 3 additional cycles on week 1, 3 and 5 of CRT. Patients on arm B (n=8) received nivolumab plus relatlimab on the same schedule (Clinical trial: NCT03044613). We examined longitudinal fecal samples from n=19 patients across both arms (n=90 samples) using 16S rRNA amplicon sequencing. Patients were classified based on pathological response: complete response (CR) and grades 1, 2, and 3 (G1, G2, G3) with increasing residual tumor visible in the resected specimen. Sequencing data was trimmed and filtered for contaminants, followed by high-resolution taxonomic assignment and normalization of reads across all samples. Analysis was performed using multiple metrics for alpha diversity and beta-diversity, with principal coordinates analysis/PERMANOVA, and pathway analysis using Phylogenetic Investigation of Communities by Reconstruction of Unobserved States (PICRUSt).
Results: Patients with improved response in the neoadjuvant setting (CR/G1 vs G2/G3) grouped in distinct clusters using Bray-Curtis (p < 0.001). Patients with CR had higher alpha diversity, using both measures of richness and evenness, compared to patients with a G3 responses (p < 0.03). Specifically, family Bacteroidaceae and genus Bacteroides were enriched in patients with CR vs G3 (p < 0.02). At the species level, B. finegoldii, B. ovatus, and B. uniformis were enriched in patients with CR vs G3 (p < 0.02). In contrast, genus Klebsiella and Clostridium termitidis were enriched in patients with a poor response, G3 (p <0.001, both). Pathway analysis found two metabolic pathways enriched in patients with CR: secondary bile acid biosynthesis (p=0.005) and lysine biosynthesis (p=0.02).
Conclusions: Patients with operable esophageal cancer and improved responses to combined CRT and IO had distinct microbiome profiles enriched in multiple Bacteroides species. Further analyses and validation efforts are underway to confirm metabolomic pathways.
Citation Format: Fyza Y. Shaikh, James R. White, Ronan J. Kelly, Ali H. Zaidi, Jenna V. Canzoniero, Josephine L. Feliciano, Russell K. Hales, K Ranh Voong, Richard J. Battafarano, Blair A. Jobe, Stephen C. Yang, Stephen Broderick, Jinny Ha, Kellie N. Smith, Elizabeth Thompson, Eun J. Shin, Ali I. Amjad, Patrizia Guerrieri, Benny Weksler, Chen Hu, Valsamo Anagnostou, Vincent K. Lam, Cynthia L. Sears. Patients with operable esophageal cancer and improved responses to combined chemoradiotherapy and immunotherapy display distinct microbiome profiles enriched in multiple Bacteroides species [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2022; 2022 Apr 8-13. Philadelphia (PA): AACR; Cancer Res 2022;82(12_Suppl):Abstract nr 1973.
Collapse
Affiliation(s)
| | | | | | | | | | | | | | - K Ranh Voong
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | | | | | - Jinny Ha
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | - Eun J. Shin
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | | | - Chen Hu
- 1Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | | |
Collapse
|
30
|
Angkeow JW, Monaco DR, Chen A, Venkataraman T, Jayaraman S, Valencia C, Sie BM, Liechti T, Farhadi PN, Funez-dePagnier G, Sherman-Baust CA, Wong MQ, Ruczinski I, Caturegli P, Sears CL, Simner PJ, Round JL, Duggal P, Laserson U, Steiner TS, Sen R, Lloyd TE, Roederer M, Mammen AL, Longman RS, Rider LG, Larman HB. Phage display of environmental protein toxins and virulence factors reveals the prevalence, persistence, and genetics of antibody responses. Immunity 2022; 55:1051-1066.e4. [PMID: 35649416 PMCID: PMC9203978 DOI: 10.1016/j.immuni.2022.05.002] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Revised: 02/17/2022] [Accepted: 05/03/2022] [Indexed: 11/19/2022]
Abstract
Microbial exposures are crucial environmental factors that impact healthspan by sculpting the immune system and microbiota. Antibody profiling via Phage ImmunoPrecipitation Sequencing (PhIP-Seq) provides a high-throughput, cost-effective approach for detecting exposure and response to microbial protein products. We designed and constructed a library of 95,601 56-amino acid peptide tiles spanning 14,430 proteins with "toxin" or "virulence factor" keyword annotations. We used PhIP-Seq to profile the antibodies of ∼1,000 individuals against this "ToxScan" library. In addition to enumerating immunodominant antibody epitopes, we studied the age-dependent stability of the ToxScan profile and used a genome-wide association study to find that the MHC-II locus modulates bacterial epitope selection. We detected previously described anti-flagellin antibody responses in a Crohn's disease cohort and identified an association between anti-flagellin antibodies and juvenile dermatomyositis. PhIP-Seq with the ToxScan library is thus an effective tool for studying the environmental determinants of health and disease at cohort scale.
Collapse
Affiliation(s)
- Julia W Angkeow
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Daniel R Monaco
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Athena Chen
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Thiagarajan Venkataraman
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Sahana Jayaraman
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cristian Valencia
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Brandon M Sie
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Thomas Liechti
- ImmunoTechnology Section, Vaccine Research Center, NIAID, NIH, Bethesda, MD, USA
| | - Payam N Farhadi
- Environmental Autoimmunity Group, Clinical Research Branch, National Institute of Environmental Health Sciences, NIH, Bethesda, MD, USA
| | - Gabriela Funez-dePagnier
- Jill Roberts Institute for Research in IBD, Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Cheryl A Sherman-Baust
- Laboratory of Molecular Biology and Immunology, NIH/National Institute on Aging, Baltimore, MD, USA
| | - May Q Wong
- BC Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Ingo Ruczinski
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Patrizio Caturegli
- Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia L Sears
- Departments of Medicine and Oncology, Johns Hopkins University School of Medicine, and Department of Molecular Microbiology & Immunology, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Patricia J Simner
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - June L Round
- Department of Pathology, Division of Microbiology and Immunology, University of Utah School of Medicine, Salt Lake City, UT, USA
| | - Priya Duggal
- Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA
| | - Uri Laserson
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | | | - Ranjan Sen
- Laboratory of Molecular Biology and Immunology, NIH/National Institute on Aging, Baltimore, MD, USA
| | - Thomas E Lloyd
- Department of Neurology, Solomon H. Snyder Department of Neuroscience, Johns Hopkins School of Medicine, Baltimore, MD, USA
| | - Mario Roederer
- ImmunoTechnology Section, Vaccine Research Center, NIAID, NIH, Bethesda, MD, USA
| | - Andrew L Mammen
- Muscle Disease Unit, Laboratory of Muscle Stem Cells and Gene Regulations, National Institute of Arthritis and Musculoskeletal and Skin Diseases, NIH, Bethesda, MD, USA
| | - Randy S Longman
- Jill Roberts Institute for Research in IBD, Division of Gastroenterology and Hepatology, Department of Medicine, Weill Cornell Medicine, New York, NY, USA
| | - Lisa G Rider
- Environmental Autoimmunity Group, Clinical Research Branch, National Institute of Environmental Health Sciences, NIH, Bethesda, MD, USA
| | - H Benjamin Larman
- Institute for Cell Engineering, Division of Immunology, Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA.
| |
Collapse
|
31
|
Liu Z, Parida S, Wu S, Sears CL, Sharma D, Barman I. Label-Free Vibrational and Quantitative Phase Microscopy Reveals Remarkable Pathogen-Induced Morphomolecular Divergence in Tumor-Derived Cells. ACS Sens 2022; 7:1495-1505. [PMID: 35583030 DOI: 10.1021/acssensors.2c00232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Delineating the molecular and morphological changes that cancer cells undergo in response to extracellular stimuli is crucial for identifying factors that promote tumor progression. Label-free optical imaging offers a potentially promising route for retrieving such single-cell information by generating detailed visualization of the morphology and determining alterations in biomolecular composition. The potential of such nonperturbative morphomolecular microscopy for analyzing microbiota-cancer cell interactions has been surprisingly underappreciated, despite the growing evidence of the critical role of dysbiosis in malignant transformations. Here, using a model system of breast cancer cells, we show that label-free Raman microspectroscopy and quantitative phase microscopy can detect biomolecular and morphological changes in single cells exposed to Bacteroides fragilis toxin (BFT), a toxin secreted by enterotoxigenicB. fragilis. Remarkably, using machine learning to elucidate subtle, but consistent, cellular differences, we found that the morphomolecular differences between BFT-exposed and control breast cancer cells became more accentuated after in vivo passage, corroborating our findings that a short-term BFT exposure imparts a long-term effect on cancer cells and promotes a more invasive phenotype. Complementing more classical labeling techniques, our label-free platform offers a global detection approach with measurements representative of the overall cellular phenotype, paving the way for further investigations into the multifaceted interactions between the cancer cell and the microbiota.
Collapse
Affiliation(s)
- Zhenhui Liu
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
| | - Sheetal Parida
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, United States
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, United States
| | - Shaoguang Wu
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Cynthia L. Sears
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, United States
| | - Dipali Sharma
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, United States
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland 21231, United States
| | - Ishan Barman
- Department of Mechanical Engineering, Johns Hopkins University, Baltimore, Maryland 21218, United States
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland 21287, United States
- The Russell H. Morgan Department of Radiology and Radiological Science, Division of Cancer Imaging Research, Johns Hopkins University School of Medicine, Baltimore, Maryland 21205, United States
| |
Collapse
|
32
|
Affiliation(s)
- Cynthia L Sears
- Johns Hopkins University School of Medicine, 1550 Orleans Street, CRB2, Suite 1M.05, Baltimore, MD, 21231, USA.
| |
Collapse
|
33
|
Zhou E, Wang L, Santiago CN, Nanavati J, Rifkin S, Spence E, Hylind LM, Gills JJ, La Luna L, Kafonek DR, Cromwell DM, Drewes JL, Sears CL, Giardiello FM, Mullin GE. Adult-Attained Height and Colorectal Cancer Risk: A Cohort Study, Systematic Review, and Meta-Analysis. Cancer Epidemiol Biomarkers Prev 2022; 31:783-792. [PMID: 35247904 PMCID: PMC8983463 DOI: 10.1158/1055-9965.epi-21-0398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 10/09/2021] [Accepted: 02/02/2022] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND The influence of anthropometric characteristics on colorectal neoplasia biology is unclear. We conducted a systematic review and meta-analysis to determine if adult-attained height is independently associated with the risk of colorectal cancer or adenoma. METHODS We searched MEDLINE, EMBASE, the Cochrane Library, and Web of Science from inception to August 2020 for studies on the association between adult-attained height and colorectal cancer or adenoma. The original data from the Johns Hopkins (Baltimore, MD) Colon Biofilm study was also included. The overall HR/OR of colorectal cancer/adenoma with increased height was estimated using random-effects meta-analysis. RESULTS We included 47 observational studies involving 280,644 colorectal cancer and 14,139 colorectal adenoma cases. Thirty-three studies reported data for colorectal cancer incidence per 10-cm increase in height; 19 yielded an HR of 1.14 [95% confidence interval (CI), 1.11-1.17; P < 0.001), and 14 engendered an OR of 1.09 (95% CI, 1.05-1.13; P < 0.001). Twenty-six studies compared colorectal cancer incidence between individuals within the highest versus the lowest height percentile; 19 indicated an HR of 1.24 (95% CI, 1.19-1.30; P < 0.001), and seven resulting in an OR of 1.07 (95% CI, 0.92-1.25; P = 0.39). Four studies reported data for assessing colorectal adenoma incidence per 10-cm increase in height, showing an overall OR of 1.06 (95% CI, 1.00-1.12; P = 0.03). CONCLUSIONS Greater adult attained height is associated with an increased risk of colorectal cancer and adenoma. IMPACT Height should be considered as a risk factor for colorectal cancer screening.
Collapse
Affiliation(s)
- Elinor Zhou
- Johns Hopkins University School of Medicine, Department of Gastroenterology and Hepatology, Baltimore, MD
- Mercy Medical Center, Institute for Digestive Health and Liver Disease, Baltimore, MD
| | - Lin Wang
- Johns Hopkins University Bloomberg School of Public Health, Department of Epidemiology, Baltimore, MD
| | | | - Julie Nanavati
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Samara Rifkin
- University of Michigan, Department of Gastroenterology and Hepatology, Ann Arbor, MI
| | - Emma Spence
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Linda M. Hylind
- Johns Hopkins University School of Medicine, Department of Gastroenterology and Hepatology, Baltimore, MD
| | - Joell J. Gills
- Johns Hopkins University School of Medicine, Baltimore, MD
| | | | - David R. Kafonek
- Johns Hopkins Health Care & Surgery Center, Department of Gastroenterology and Hepatology, Green Spring Station Endoscopy Center, Lutherville, MD
| | - David M. Cromwell
- Johns Hopkins Health Care & Surgery Center, Department of Gastroenterology and Hepatology, Green Spring Station Endoscopy Center, Lutherville, MD
| | - Julia L. Drewes
- Johns Hopkins University School of Medicine, Department of Medicine, Division of Infectious Diseases, Baltimore, MD
| | - Cynthia L. Sears
- Johns Hopkins University School of Medicine, Department of Medicine, Division of Infectious Diseases, Baltimore, MD
| | - Francis M. Giardiello
- Johns Hopkins University School of Medicine, Department of Gastroenterology and Hepatology, Baltimore, MD
| | - Gerard E. Mullin
- Johns Hopkins University School of Medicine, Department of Gastroenterology and Hepatology, Baltimore, MD
| | | |
Collapse
|
34
|
Abstract
Next-generation sequencing (NGS) technology has advanced our understanding of the human microbiome by allowing for the discovery and characterization of unculturable microbes with prediction of their function. Key NGS methods include 16S rRNA gene sequencing, shotgun metagenomic sequencing, and RNA sequencing. The choice of which NGS methodology to pursue for a given purpose is often unclear for clinicians and researchers. In this Review, we describe the fundamentals of NGS, with a focus on 16S rRNA and shotgun metagenomic sequencing. We also discuss pros and cons of each methodology as well as important concepts in data variability, study design, and clinical metadata collection. We further present examples of how NGS studies of the human microbiome have advanced our understanding of human disease pathophysiology across diverse clinical contexts, including the development of diagnostics and therapeutics. Finally, we share insights as to how NGS might further be integrated into and advance microbiome research and clinical care in the coming years.
Collapse
Affiliation(s)
| | - Jennifer L. Pluznick
- Department of Physiology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Steven L. Salzberg
- Department of Biomedical Engineering
- Department of Computer Science, and
- Department of Biostatistics, Johns Hopkins University, Baltimore, Maryland, USA
| | - Cynthia L. Sears
- Department of Medicine and
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| |
Collapse
|
35
|
Zhang J, Sears CL. Antibiotic Use Impacts Colorectal Cancer: A Double-Edged Sword by Tumor Location? J Natl Cancer Inst 2022; 114:1-2. [PMID: 34467390 PMCID: PMC8755496 DOI: 10.1093/jnci/djab126] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 06/14/2021] [Indexed: 11/12/2022] Open
Affiliation(s)
- Jiajia Zhang
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Mark Center for Advanced Genomics and Imaging at Johns Hopkins, Baltimore, MD, USA
| | - Cynthia L Sears
- The Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- The Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Division of Infectious Diseases, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| |
Collapse
|
36
|
Drewes JL, Chen J, Knippel R, Markham N, Domingue J, Chan J, McMann M, Stevens C, Tam AJ, White J, Mohammad F, Wu X, Wu S, Simner PJ, Carroll KC, Carroll KC, Ding H, Shrubsole M, Housseau F, Lau K, Coffey R, Sears CL, Sears CL. 1001. Chronic Colonization with Toxigenic Clostridioides difficile Strains Drives Colonic Tumorigenesis in Mice. Open Forum Infect Dis 2021. [PMCID: PMC8644550 DOI: 10.1093/ofid/ofab466.1195] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Background Long-term effects of chronic and/or recurrent C. difficile infections (CDI) are not well understood, and any potential role of CDI in colorectal cancer (CRC) risk is presently unknown. While pursuing efforts to identify novel procarcinogenic microbes, we identified two mucosal slurries from CRC patients (3728T and 3752T) that were tumorigenic in germ-free (GF) ApcMin/+ mice. Surprisingly, both of these CRC patient slurries were positive for C. difficile by 16S rRNA amplicon sequencing. Given the ability of other chronic infections to promote tumorigenesis (e.g., H. pylori), we hypothesized that chronic colonization with C. difficile could promote tumorigenesis in the colon. Methods A consortium of 30 bacterial isolates including a toxigenic tcdA+ tcdB+ C. difficile strain (CIm_3728T) was cultured from GF ApcMin/+ mice gavaged with the 3728T slurry. This consortium was gavaged into additional GF ApcMin/+ mice with or without C. difficile strains CIm_3728T, CIm_3752T (isolated from mice gavaged with the 3752T slurry), or isogenic tcdA/tcdB mutants of the M7404 R027 strain. Single cell RNA sequencing (scRNAseq), high dimensional (HD) flow cytometry, and fluorescence in situ hybridization (FISH) with EUB338 and Cd198 probes were performed on distal colons from mice gavaged with either complex CRC slurries or the 3728T isolates with CIm_3728T. Results C. difficile strains drove tumorigenesis of the 3728T isolate mixture (Fig. 1A,B). Tumorigenesis was associated with early procarcinogenic signaling and spatial changes including induction of Wnt signaling in colonic epithelial progenitor cells by scRNAseq, IL-17 induction in immune cells by HD flow cytometry, and bacterial biofilm invasion deep into epithelial crypts by FISH. Tumorigenesis correlated with chronic colonization with toxigenic strains of C. difficile and was toxin-dependent, as toxin mutant strains (M7404 tcdA-tcdB-) did not induce tumors. Figure 1. C. difficile strains from CRC patients induce distal colonic tumorigenesis in germ-free (GF) ApcMin/+ mice. ![]()
A consortium of 30 bacteria, including C. difficile, were isolated from mice gavaged with the 3728T human CRC mucosal slurry. These isolates were then gavaged into additional GF ApcMin/+ mice, with or without C. difficile isolates from mice gavaged with the 3728T slurry or 3752T slurry. (A) Colonic tumor numbers in GF ApcMin/+ mice at 10 wk p.i. demonstrate that C. difficile (Cd) drives the tumorigenesis of this 30-member bacterial consortium. (B) Gross tumors can be observed in the colon of a representative mouse gavaged with the 3728T isolates with the CIm_3728T (top) or CIm_3752T (middle) strain of C. difficile but not in a mouse gavaged with the isolates lacking C. difficile (bottom). Conclusion Toxigenic C. difficile strains isolated from human CRC mucosal slurries were pro-carcinogenic in mice, suggesting that C. difficile is a potential driver of CRC. Given the public health burden of C. difficile, further studies are warranted to determine whether C. difficile infections (initial, recurrent, and chronic asymptomatic) increase CRC risk in patients. Disclosures Jada Domingue, PhD, AstraZeneca (Employee) James White, PhD, Personal Genome Diagnostics (Consultant) Patricia J. Simner, PhD, Accelerate Diagnostics (Grant/Research Support)Affinity Biosensors (Grant/Research Support)BD Diagnostics (Consultant, Grant/Research Support)GeneCapture (Consultant)OpGen, Inc (Consultant, Grant/Research Support)Shionogi, Inc (Consultant) Karen C. Carroll, MD, MeMed (Scientific Research Study Investigator)Meridian Diagnostics, Inc. (Grant/Research Support)Pattern Diagnostics (Advisor or Review Panel member)Scanogen, Inc. (Advisor or Review Panel member) Karen C. Carroll, MD, Pattern Diagnostics, Inc. (Individual(s) Involved: Self): Grant/Research Support; Scanogen, Inc. (Individual(s) Involved: Self): Consultant Cynthia L. Sears, MD, Bristol Myers Squibb (Grant/Research Support)Ferring (Advisor or Review Panel member)Janssen (Grant/Research Support)
Collapse
Affiliation(s)
- Julia L Drewes
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jie Chen
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Reece Knippel
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Jada Domingue
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - June Chan
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Madison McMann
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Courtney Stevens
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada J Tam
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Fuad Mohammad
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Xinqun Wu
- Johns Hopkins School of Medicine, Baltimore, MD
| | | | | | - Karen C Carroll
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Karen C Carroll
- Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hua Ding
- Johns Hopkins University School of Public Health, Baltimore, Maryland
| | | | | | - Ken Lau
- Vanderbilt University, Nashville, Tennessee
| | | | | | | |
Collapse
|
37
|
Liu Y, Fu K, Wier EM, Lei Y, Hodgson A, Xu D, Xia X, Zheng D, Ding H, Sears CL, Yang J, Wan F. Bacterial genotoxin accelerates transient infection-driven murine colon tumorigenesis. Cancer Discov 2021; 12:236-249. [PMID: 34479870 DOI: 10.1158/2159-8290.cd-21-0912] [Citation(s) in RCA: 24] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/19/2021] [Accepted: 08/24/2021] [Indexed: 12/24/2022]
Abstract
Chronic and low-grade inflammation associated with persistent bacterial infections has been linked to colon tumor development; however, the impact of transient and self-limited infections in bacterially-driven colon tumorigenesis has remained enigmatic. Here we report that UshA is a novel genotoxin in attaching/effacing (A/E) pathogens, which includes the human pathogens enteropathogenic Escherichia coli (EPEC), enterohemorrhagic E. coli (EHEC), and their murine equivalent Citrobacter rodentium (CR). UshA harbors direct DNA digestion activity with a catalytic histidine-aspartic acid dyad. Injected via the Type III Secretion System (T3SS) into host cells, UshA triggers DNA damage and initiates tumorigenic transformation during infections in vitro and in vivo. Moreover, UshA plays an indispensable role in CR infection-accelerated colon tumorigenesis in genetically susceptible ApcMinΔ716/+ mice. Collectively, our results reveal that UshA, functioning as a bacterial T3SS-dependant genotoxin, plays a critical role in prompting transient and noninvasive bacterial infection-accelerated colon tumorigenesis in mice.
Collapse
Affiliation(s)
- Yue Liu
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Kai Fu
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Eric M Wier
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Yifan Lei
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Andrea Hodgson
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Dongqing Xu
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Xue Xia
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| | - Dandan Zheng
- Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Hua Ding
- Johns Hopkins Bloomberg School of Public Health
| | | | - Jian Yang
- Chinese Academy of Medical Sciences and Peking Union Medical College
| | - Fengyi Wan
- Biochemistry and Molecular Biology, Johns Hopkins Bloomberg School of Public Health
| |
Collapse
|
38
|
Knippel RJ, Drewes JL, Sears CL. The Cancer Microbiome: Recent Highlights and Knowledge Gaps. Cancer Discov 2021; 11:2378-2395. [PMID: 34400408 DOI: 10.1158/2159-8290.cd-21-0324] [Citation(s) in RCA: 35] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2021] [Revised: 05/12/2021] [Accepted: 06/08/2021] [Indexed: 02/07/2023]
Abstract
Knowledge of the human microbiome, which is likely a critical factor in the initiation, progression, and prognosis of multiple forms of cancer, is rapidly expanding. In this review, we focus on recent investigations to discern putative, causative microbial species and the microbiome composition and structure currently associated with procarcinogenesis and tumorigenesis at select body sites. We specifically highlight forms of cancer, gastrointestinal and nongastrointestinal, that have significant bacterial associations and well-defined experimental evidence with the aim of generating directions for future experimental and translational investigations to develop a clearer understanding of the multifaceted mechanisms by which microbiota affect cancer formation. SIGNIFICANCE: Emerging and, for some cancers, strong experimental and translational data support the contribution of the microbiome to cancer biology and disease progression. Disrupting microbiome features and pathways contributing to cancer may provide new approaches to improving cancer outcomes in patients.
Collapse
Affiliation(s)
- Reece J Knippel
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Julia L Drewes
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cynthia L Sears
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
39
|
Knippel RJ, Sears CL. The Microbiome Colorectal Cancer Puzzle: Initiator, Propagator, and Avenue for Treatment and Research. J Natl Compr Canc Netw 2021; 19:986-992. [PMID: 34416704 DOI: 10.6004/jnccn.2021.7062] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Accepted: 05/19/2021] [Indexed: 11/17/2022]
Abstract
The human gut microbiome has an ever-increasing role in the instigation and progression of colorectal cancer (CRC). Recent investigations have focused on identifying the key causative bacterial species and the composition and structure of the microbiome as a whole that ultimately lead to tumorigenesis in the colon. Understanding the bacterial mechanisms that promote CRC provides a rich area for the development of new screening modalities and therapeutics that may improve patient outcomes. This article reviews the various mechanisms that bacteria in the gut use to induce and/or promote tumor formation, discusses the application of the microbiome in the prevention and therapy of CRC, and provides directions for future research endeavors aiming to develop a more complete understanding of this complex phenomenon.
Collapse
Affiliation(s)
| | - Cynthia L Sears
- Division of Infectious Diseases.,Bloomberg-Kimmel Institute for Cancer Immunotherapy, and.,Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
40
|
DeStefano Shields CE, White JR, Chung L, Wenzel A, Hicks JL, Tam AJ, Chan JL, Dejea CM, Fan H, Michel J, Maiuri AR, Sriramkumar S, Podicheti R, Rusch DB, Wang H, De Marzo AM, Besharati S, Anders RA, Baylin SB, O'Hagan HM, Housseau F, Sears CL. Bacterial-Driven Inflammation and Mutant BRAF Expression Combine to Promote Murine Colon Tumorigenesis That Is Sensitive to Immune Checkpoint Therapy. Cancer Discov 2021; 11:1792-1807. [PMID: 33632774 PMCID: PMC8295175 DOI: 10.1158/2159-8290.cd-20-0770] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 12/29/2020] [Accepted: 02/22/2021] [Indexed: 12/22/2022]
Abstract
Colorectal cancer is multifaceted, with subtypes defined by genetic, histologic, and immunologic features that are potentially influenced by inflammation, mutagens, and/or microbiota. Colorectal cancers with activating mutations in BRAF are associated with distinct clinical characteristics, although the pathogenesis is not well understood. The Wnt-driven multiple intestinal neoplasia (MinApcΔ716/+) enterotoxigenic Bacteroides fragilis (ETBF) murine model is characterized by IL17-dependent, distal colon adenomas. Herein, we report that the addition of the BRAF V600E mutation to this model results in the emergence of a distinct locus of midcolon tumors. In ETBF-colonized BRAF V600E Lgr5 CreMin (BLM) mice, tumors have similarities to human BRAF V600E tumors, including histology, CpG island DNA hypermethylation, and immune signatures. In comparison to Min ETBF tumors, BLM ETBF tumors are infiltrated by CD8+ T cells, express IFNγ signatures, and are sensitive to anti-PD-L1 treatment. These results provide direct evidence for critical roles of host genetic and microbiota interactions in colorectal cancer pathogenesis and sensitivity to immunotherapy. SIGNIFICANCE: Colorectal cancers with BRAF mutations have distinct characteristics. We present evidence of specific colorectal cancer gene-microbial interactions in which colonization with toxigenic bacteria drives tumorigenesis in BRAF V600E Lgr5 CreMin mice, wherein tumors phenocopy aspects of human BRAF-mutated tumors and have a distinct IFNγ-dominant immune microenvironment uniquely responsive to immune checkpoint blockade.This article is highlighted in the In This Issue feature, p. 1601.
Collapse
Affiliation(s)
| | | | - Liam Chung
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Alyssa Wenzel
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jessica L Hicks
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ada J Tam
- Bloomberg-Kimmel Institute for Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Flow Cytometry Technology Development Center, Bloomberg-Kimmel Institute for Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - June L Chan
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Christine M Dejea
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Hongni Fan
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - John Michel
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Biomedical Engineering, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Ashley R Maiuri
- Medical Sciences, Cell, Molecular and Cancer Biology Program, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Bloomington, Indiana
| | - Shruthi Sriramkumar
- Medical Sciences, Cell, Molecular and Cancer Biology Program, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Bloomington, Indiana
| | - Ram Podicheti
- Center for Genomics and Bioinformatics, Indiana University, Bloomington, Indiana
| | - Douglas B Rusch
- Center for Genomics and Bioinformatics, Indiana University, Bloomington, Indiana
| | - Hao Wang
- Division of Biostatistics and Bioinformatics, Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Angelo M De Marzo
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Sepideh Besharati
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Robert A Anders
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Stephen B Baylin
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Heather M O'Hagan
- Medical Sciences, Cell, Molecular and Cancer Biology Program, Department of Medical and Molecular Genetics, Indiana University School of Medicine, Bloomington, Indiana.
| | - Franck Housseau
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg-Kimmel Institute for Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Flow Cytometry Technology Development Center, Bloomberg-Kimmel Institute for Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cynthia L Sears
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.
- Bloomberg-Kimmel Institute for Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
41
|
Santiago CN, Rifkin S, Drewes J, Mullin G, Spence E, Hylind LM, Gills JJ, Kafonek D, Cromwell DM, Luna LL, Giardello F, Sears CL. Self-reported Metabolic Risk Factor Associations with Adenomatous, Sessile Serrated, and Synchronous Adenomatous and Sessile Serrated Polyps. Cancer Prev Res (Phila) 2021; 14:697-708. [PMID: 33947705 PMCID: PMC8295232 DOI: 10.1158/1940-6207.capr-20-0664] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 03/04/2021] [Accepted: 04/27/2021] [Indexed: 01/03/2023]
Abstract
Studies have found a positive association between metabolic risk factors, such as obesity and diabetes, and adenomatous polyps (AP). However, fewer studies have assessed the association between sessile serrated polyps (SSP) or synchronous diagnosis of APs and SSPs (synch polyps). Study participants (N = 1,370; ages 40-85) undergoing screening colonoscopy were enrolled between August 2016 and February 2020. Self-reported metabolic risk factors, including diabetes, hypertension, hyperlipidemia, and overweight/obesity, were evaluated for associations with new diagnoses of APs, SSPs, and synch polyps at the present colonoscopy. Average participant age was 60.73 ± 8.63 (SD) years; 56.7% were female and 90.9% white. In an assessment of individual metabolic risk factors, adjusted for age, sex, race, and smoking status, increased body mass index (BMI; overweight or obese vs. normal BMI of <25 kg/m2) was associated with an increased odds for new onset of colon APs (P trend < 0.001) as was a diagnosis of diabetes [adjusted conditional OR (aCOR) = 1.59 (1.10-2.29)]. No associations were seen between the metabolic risk factors and onset of SSPs. Being obese or hypertensive each increased the odds of new onset of synch polyps with aCOR values of 2.09 (1.01-4.32) and 1.79 (1.06-3.02), respectively. Self-reported risk factors may help assess polyp type risk. Because SSPs and synch polyps are rare, larger studies are needed to improve our understanding of the contribution of these factors to polyp risk. These data lead us to hypothesize that differences in observed metabolic risk factors between polyp types reflect select metabolic impact on pathways to colorectal cancer. PREVENTION RELEVANCE: Self-reported medical history provides valuable insight into polyp risk, potentially enabling the use of larger retrospective studies of colonoscopy populations to assess knowledge gaps. More aggressive colonoscopy screening, critical to colorectal cancer prevention, may be considered in populations of individuals with metabolic risk factors and modifiable lifestyle risk factors.
Collapse
Affiliation(s)
- Celina N. Santiago
- Division of Infectious Diseases, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Samara Rifkin
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Julia Drewes
- Division of Infectious Diseases, Johns Hopkins Medicine, Baltimore, MD, USA
- Bloomberg-Kimmel Institute of Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Gerard Mullin
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Emma Spence
- Division of Infectious Diseases, Johns Hopkins Medicine, Baltimore, MD, USA
| | - Linda M. Hylind
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Joell J. Gills
- Bloomberg-Kimmel Institute of Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - David Kafonek
- Green Spring Station Endoscopy, Lutherville-Timonium, MD, USA
| | | | - Louis La Luna
- Digestive Disease Associates, Reading, Wyomissing, PA, USA
| | - Francis Giardello
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Pathology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Cynthia L. Sears
- Division of Infectious Diseases, Johns Hopkins Medicine, Baltimore, MD, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Bloomberg-Kimmel Institute of Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- Department of Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | |
Collapse
|
42
|
Boleij A, Fathi P, Dalton W, Park B, Wu X, Huso D, Allen J, Besharati S, Anders RA, Housseau F, Mackenzie AE, Jenkins L, Milligan G, Wu S, Sears CL. G-protein coupled receptor 35 (GPR35) regulates the colonic epithelial cell response to enterotoxigenic Bacteroides fragilis. Commun Biol 2021; 4:585. [PMID: 33990686 PMCID: PMC8121840 DOI: 10.1038/s42003-021-02014-3] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2020] [Accepted: 03/18/2021] [Indexed: 02/03/2023] Open
Abstract
G protein-coupled receptor (GPR)35 is highly expressed in the gastro-intestinal tract, predominantly in colon epithelial cells (CEC), and has been associated with inflammatory bowel diseases (IBD), suggesting a role in gastrointestinal inflammation. The enterotoxigenic Bacteroides fragilis (ETBF) toxin (BFT) is an important virulence factor causing gut inflammation in humans and animal models. We identified that BFT signals through GPR35. Blocking GPR35 function in CECs using the GPR35 antagonist ML145, in conjunction with shRNA knock-down and CRISPRcas-mediated knock-out, resulted in reduced CEC-response to BFT as measured by E-cadherin cleavage, beta-arrestin recruitment and IL-8 secretion. Importantly, GPR35 is required for the rapid onset of ETBF-induced colitis in mouse models. GPR35-deficient mice showed reduced death and disease severity compared to wild-type C57Bl6 mice. Our data support a role for GPR35 in the CEC and mucosal response to BFT and underscore the importance of this molecule for sensing ETBF in the colon.
Collapse
Affiliation(s)
- Annemarie Boleij
- Johns Hopkins University, Department of Medicine, Division of Infectious Diseases, Baltimore, MD, USA.
- Radboud University Medical Center (Radboudumc), Department of Pathology, Radboud Institute for Molecular Life sciences (RIMLS), Nijmegen, The Netherlands.
| | - Payam Fathi
- Johns Hopkins University, Department of Medicine, Division of Infectious Diseases, Baltimore, MD, USA
| | - William Dalton
- Johns Hopkins University, Department of Oncology Center-Hematologic Malignancies, Baltimore, MD, USA
| | - Ben Park
- Johns Hopkins University, Department of Oncology Center-Hematologic Malignancies, Baltimore, MD, USA
- Vanderbilt University Medical Center, Department of Medicine, Division of Hematology and Oncology, Nashville, Tenessee, USA
| | - Xinqun Wu
- Johns Hopkins University, Department of Medicine, Division of Infectious Diseases, Baltimore, MD, USA
| | - David Huso
- Johns Hopkins University, Department of Molecular and Comparative Pathobiology, Baltimore, MD, USA
| | - Jawara Allen
- Johns Hopkins University, Department of Medicine, Division of Infectious Diseases, Baltimore, MD, USA
| | - Sepideh Besharati
- Johns Hopkins University, Department of Pathobiology, Baltimore, MD, USA
| | - Robert A Anders
- Johns Hopkins University, Department of Pathobiology, Baltimore, MD, USA
| | - Franck Housseau
- Johns Hopkins University, Department of Oncology Sidney Kimmel Comprehensive Cancer Center, Baltimore, MD, USA
| | - Amanda E Mackenzie
- Centre for Translational Pharmacology, Institute of Molecular, Cell, and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK
| | - Laura Jenkins
- Centre for Translational Pharmacology, Institute of Molecular, Cell, and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK
| | - Graeme Milligan
- Centre for Translational Pharmacology, Institute of Molecular, Cell, and Systems Biology, College of Medical, Veterinary and Life Sciences, University of Glasgow, Glasgow, Scotland, UK
| | - Shaoguang Wu
- Johns Hopkins University, Department of Medicine, Division of Infectious Diseases, Baltimore, MD, USA
| | - Cynthia L Sears
- Johns Hopkins University, Department of Medicine, Division of Infectious Diseases, Baltimore, MD, USA
| |
Collapse
|
43
|
Koh H, Tuddenham S, Sears CL, Zhao N. Meta-analysis methods for multiple related markers: Applications to microbiome studies with the results on multiple α-diversity indices. Stat Med 2021; 40:2859-2876. [PMID: 33768631 DOI: 10.1002/sim.8940] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2020] [Revised: 12/18/2020] [Accepted: 02/10/2021] [Indexed: 11/10/2022]
Abstract
Meta-analysis is a practical and powerful analytic tool that enables a unified statistical inference across the results from multiple studies. Notably, researchers often report the results on multiple related markers in each study (eg, various α-diversity indices in microbiome studies). However, univariate meta-analyses are limited to combining the results on a single common marker at a time, whereas existing multivariate meta-analyses are limited to the situations where marker-by-marker correlations are given in each study. Thus, here we introduce two meta-analysis methods, multi-marker meta-analysis (mMeta) and adaptive multi-marker meta-analysis (aMeta), to combine multiple studies throughout multiple related markers with no priori results on marker-by-marker correlations. mMeta is a statistical estimator for a pooled estimate and its SE across all the studies and markers, whereas aMeta is a statistical test based on the test statistic of the minimum P-value among marker-specific meta-analyses. mMeta conducts both effect estimation and hypothesis testing based on a weighted average of marker-specific pooled estimates while estimating marker-by-marker correlations non-parametrically via permutations, yet its power is only moderate. In contrast, aMeta closely approaches the highest power among marker-specific meta-analyses, yet it is limited to hypothesis testing. While their applications can be broader, we illustrate the use of mMeta and aMeta to combine microbiome studies throughout multiple α-diversity indices. We evaluate mMeta and aMeta in silico and apply them to real microbiome studies on the disparity in α-diversity by the status of human immunodeficiency virus (HIV) infection. The R package for mMeta and aMeta is freely available at https://github.com/hk1785/mMeta.
Collapse
Affiliation(s)
- Hyunwook Koh
- Department of Applied Mathematics and Statistics, The State University of New York, Korea, Incheon, South Korea
| | - Susan Tuddenham
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Cynthia L Sears
- Department of Medicine, Johns Hopkins School of Medicine, Baltimore, Maryland, USA
| | - Ni Zhao
- Department of Biostatistics, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| |
Collapse
|
44
|
Li JZ, Sears CL, Chatterjee A. Empowering Inclusion and Diversity in the Field of Infectious Diseases. J Infect Dis 2021; 222:S521-S522. [PMID: 32926741 DOI: 10.1093/infdis/jiaa124] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Jonathan Z Li
- Brigham and Women's Hospital, Harvard Medical School, Boston, Masachusetts, USA
| | - Cynthia L Sears
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Archana Chatterjee
- Rosalind Franklin University of Medicine and Science, Chicago, Illinois, USA
| |
Collapse
|
45
|
Sears CL, Powderly WG, Auwaerter PG, Alexander BD, File TM. Pathways to Leadership: Reflections of Recent Infectious Diseases Society of America (IDSA) Leaders During Conception and Launch of the Inclusion, Diversity, Access, and Equity Movement Within the IDSA. J Infect Dis 2021; 222:S554-S559. [PMID: 32926740 DOI: 10.1093/infdis/jiaa297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Opportunities for leadership in the specialty of infectious diseases (ID) have markedly increased over the last decade, including in newly recognized areas. Commensurate with the expansion of opportunities in ID, pathways to leadership positions within the Infectious Diseases Society of America (IDSA) are expanding as the Society seeks to advance the field for IDSA members. Acknowledging both the importance of diverse leaders to organizational success and shortfalls in diverse representation within IDSA leadership led to concentrated efforts to enhance transparency and opportunities for members to participate broadly in the work of IDSA. Herein, IDSA leaders reflect on their paths to IDSA leadership, hoping to help guide members seeking to partner with the Society. Features identified as important to individual success include mentorship, networking, participation in ID and IDSA volunteer experiences, passion for ID, and working with IDSA staff to advance the programs and initiatives of IDSA on behalf of members.
Collapse
Affiliation(s)
- Cynthia L Sears
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | - Paul G Auwaerter
- Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | | | | |
Collapse
|
46
|
Queen J, Domingue JC, White JR, Stevens C, Udayasuryan B, Nguyen TTD, Wu S, Ding H, Fan H, McMann M, Corona A, Larman TC, Verbridge SS, Housseau F, Slade DJ, Drewes JL, Sears CL. Comparative Analysis of Colon Cancer-Derived Fusobacterium nucleatum Subspecies: Inflammation and Colon Tumorigenesis in Murine Models. mBio 2021; 13:e0299121. [PMID: 35130731 PMCID: PMC8822350 DOI: 10.1128/mbio.02991-21] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2021] [Accepted: 01/13/2022] [Indexed: 02/07/2023] Open
Abstract
Fusobacteria are commonly associated with human colorectal cancer (CRC), but investigations are hampered by the absence of a stably colonized murine model. Further, Fusobacterium nucleatum subspecies isolated from human CRC have not been investigated. While F. nucleatum subspecies are commonly associated with CRC, their ability to induce tumorigenesis and contributions to human CRC pathogenesis are uncertain. We sought to establish a stably colonized murine model and to understand the inflammatory potential and virulence genes of human CRC F. nucleatum, representing the 4 subspecies, animalis, nucleatum, polymorphum, and vincentii. Five human CRC-derived and two non-CRC derived F. nucleatum strains were tested for colonization, tumorigenesis, and cytokine induction in specific-pathogen-free (SPF) and/or germfree (GF) wild-type and ApcMin/+ mice, as well as in vitro assays and whole-genome sequencing (WGS). SPF wild-type and ApcMin/+ mice did not achieve stable colonization with F. nucleatum, whereas certain subspecies stably colonized some GF mice but without inducing colon tumorigenesis. F. nucleatum subspecies did not form in vivo biofilms or associate with the mucosa in mice. In vivo inflammation was inconsistent across subspecies, whereas F. nucleatum induced greater cytokine responses in a human colorectal cell line, HCT116. While F. nucleatum subspecies displayed genomic variability, no distinct virulence genes associated with human CRC strains were identified that could reliably distinguish these strains from non-CRC clinical isolates. We hypothesize that the lack of F. nucleatum-induced tumorigenesis in our model reflects differences in human and murine biology and/or a synergistic role for F. nucleatum in concert with other bacteria to promote carcinogenesis. IMPORTANCE Colon cancer is a leading cause of cancer morbidity and mortality, and it is hypothesized that dysbiosis in the gut microbiota contributes to colon tumorigenesis. Fusobacterium nucleatum, a member of the oropharyngeal microbiome, is enriched in a subset of human colon tumors. However, it is unclear whether this genetically varied species directly promotes tumor formation, modulates mucosal immune responses, or merely colonizes the tumor microenvironment. Mechanistic studies to address these questions have been stymied by the lack of an animal model that does not rely on daily orogastric gavage. Using multiple murine models, in vitro assays with a human colon cancer cell line, and whole-genome sequencing analysis, we investigated the proinflammatory and tumorigenic potential of several F. nucleatum clinical isolates. The significance of this research is development of a stable colonization model of F. nucleatum that does not require daily oral gavages in which we demonstrate that a diverse library of clinical isolates do not promote tumorigenesis.
Collapse
Affiliation(s)
- Jessica Queen
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Jada C. Domingue
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | | | - Courtney Stevens
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Barath Udayasuryan
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute, Blacksburg, Virginia, USA
| | - Tam T. D. Nguyen
- Department of Biochemistry, Virginia Polytechnic Institute, Blacksburg, Virginia, USA
| | - Shaoguang Wu
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Hua Ding
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Hongni Fan
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Madison McMann
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Alina Corona
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Tatianna C. Larman
- Division of Gastrointestinal and Liver Pathology, Johns Hopkins University, Baltimore, Maryland, USA
| | - Scott S. Verbridge
- Department of Biomedical Engineering and Mechanics, Virginia Polytechnic Institute, Blacksburg, Virginia, USA
| | - Franck Housseau
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute, Johns Hopkins University, Baltimore, Maryland, USA
| | - Daniel J. Slade
- Department of Biochemistry, Virginia Polytechnic Institute, Blacksburg, Virginia, USA
| | - Julia L. Drewes
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
| | - Cynthia L. Sears
- Department of Medicine, Johns Hopkins University, Baltimore, Maryland, USA
- Department of Molecular Microbiology and Immunology, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
- Department of Oncology, Johns Hopkins University, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute, Johns Hopkins University, Baltimore, Maryland, USA
| |
Collapse
|
47
|
Shaikh FY, White JR, Gills JJ, Hakozaki T, Richard C, Routy B, Okuma Y, Usyk M, Pandey A, Weber JS, Ahn J, Lipson EJ, Naidoo J, Pardoll DM, Sears CL. A Uniform Computational Approach Improved on Existing Pipelines to Reveal Microbiome Biomarkers of Nonresponse to Immune Checkpoint Inhibitors. Clin Cancer Res 2021; 27:2571-2583. [PMID: 33593881 DOI: 10.1158/1078-0432.ccr-20-4834] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Revised: 01/16/2021] [Accepted: 02/11/2021] [Indexed: 11/16/2022]
Abstract
PURPOSE While immune checkpoint inhibitors (ICI) have revolutionized the treatment of cancer by producing durable antitumor responses, only 10%-30% of treated patients respond and the ability to predict clinical benefit remains elusive. Several studies, small in size and using variable analytic methods, suggest the gut microbiome may be a novel, modifiable biomarker for tumor response rates, but the specific bacteria or bacterial communities putatively impacting ICI responses have been inconsistent across the studied populations. EXPERIMENTAL DESIGN We have reanalyzed the available raw 16S rRNA amplicon and metagenomic sequencing data across five recently published ICI studies (n = 303 unique patients) using a uniform computational approach. RESULTS Herein, we identify novel bacterial signals associated with clinical responders (R) or nonresponders (NR) and develop an integrated microbiome prediction index. Unexpectedly, the NR-associated integrated index shows the strongest and most consistent signal using a random effects model and in a sensitivity and specificity analysis (P < 0.01). We subsequently tested the integrated index using validation cohorts across three distinct and diverse cancers (n = 105). CONCLUSIONS Our analysis highlights the development of biomarkers for nonresponse, rather than response, in predicting ICI outcomes and suggests a new approach to identify patients who would benefit from microbiome-based interventions to improve response rates.
Collapse
Affiliation(s)
- Fyza Y Shaikh
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | | | - Joell J Gills
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Taiki Hakozaki
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Bunkyo City, Tokyo, Japan
| | - Corentin Richard
- University of Montreal Research Center (CRCHUM), Montreal, Quebec
| | - Bertrand Routy
- University of Montreal Research Center (CRCHUM), Montreal, Quebec
| | - Yusuke Okuma
- Department of Thoracic Oncology and Respiratory Medicine, Tokyo Metropolitan Cancer and Infectious Diseases Center Komagome Hospital, Bunkyo City, Tokyo, Japan.,Department of Thoracic Oncology, National Cancer Center Hospital, Chuo City, Tokyo, Japan
| | - Mykhaylo Usyk
- Department of Population Health, NYU School of Medicine, New York, New York
| | - Abhishek Pandey
- Department of Medicine, NYU School of Medicine, New York, New York
| | - Jeffrey S Weber
- Department of Medicine, NYU School of Medicine, New York, New York
| | - Jiyoung Ahn
- Department of Population Health, NYU School of Medicine, New York, New York
| | - Evan J Lipson
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Jarushka Naidoo
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Drew M Pardoll
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Cynthia L Sears
- The Bloomberg-Kimmel Institute of Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, Maryland. .,Departments of Oncology, Johns Hopkins University School of Medicine, Baltimore, Maryland.,Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland
| |
Collapse
|
48
|
Parida S, Siddharth S, Wang G, Gatla H, Wu S, Ladle B, Gabrielson K, Sears CL, Sharma D. Abstract PS19-02: Gut pathogen, Bacteroides fragilis promotes breast cancer liver and lung metastasis. Cancer Res 2021. [DOI: 10.1158/1538-7445.sabcs20-ps19-02] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: The last decade established significant contributions of microbiome to many organ specific cancers. Existence of distinct breast microbiota has been recently established but their biological impact in breast cancer progression remains elusive. A few recent studies suggested the existence of distinct breast microbiota and a shift in microbial community composition in diseased breast compared to normal breast however, their functional impact and underlying mechanisms are unknown. Present study was designed to examine the contribution of pro-carcinogenic bacteria in breast cancer initiation, progression and metastasis. Utilizing extensive data mining and metagenomic analyses, we discovered the presence of toxin producing enterotoxigenic Bacteroides fragilis (ETBF) in malignant breast. ETBF is a pro-carcinogenic bacteria known for its potential to initiate and/or promote colon cancer and its pathogenicity has been attributed to its unique toxin B. fragilis toxin (BFT)’.
Results: Using mammary intraductal model we discovered that ETBF can successfully colonize the breast confirmed by qPCR and Fluorescent in situ hybridization where it induces local inflammation, fibrosis and hyperproliferation of breast epithelial cells. Mice bearing gut ETBF infection exhibit significant circulating BFT confirmed by qPCR and ELISA and distinct morphological alterations in mammary gland as observed from whole breast mounting and histological evaluation. Gut colonization with ETBF rapidly induces hyperplasia in mammary glands with systemic and local breast inflammation validated by flow cytometry, immunohistochemistry and cytokine profiling. While no changes are observed in cell growth and clonogenicity upon BFT treatment, significant increase in migration and invasion potential and decreased adhesion of MCF10A and MCF7 cells are observed. BFT leads to prominent cytoskeletal reorganization, and increase in migration, invasion and stemness potential of breast cancer cells. Our results indicate that breast cancer cells exposed to BFT ensue to exhibit increase tumor growth, form multifocal tumors and show a striking increase in tumor-initiating cells upon in vivo limiting dilution in immunocompromised mice exhibiting retention of ‘BFT memory’ from the initial exposure. Mechanistically, RNA-sequencing shows enrichment of βcatenin and Notch pathway in secondary tumors derived from BFT-exposed breast cancer cells. Inhibitors of βcatenin and Notch axis abrogates BFT-induced migration and invasion potential indicating the functional importance of this axis. Intriguingly, gut colonization with ETBF at a physiologically relevant level strongly induces growth and metastatic progression of 4T1 tumor cells implanted in mammary ducts monitored by whole animal bioluminescent imaging. In vivo and ex vivo analyses of tumors and distant organs reveal a significant induction of lung and liver metastasis of breast cancer by ETBF while gut colonization with non-toxigenic Bacteroides fragilis (NTBF) does not exhibit any tumor-augmenting impact. We mechanistically evaluate the oncogenic impact of alpha bug ETBF on breast cancer progression and its role in promoting liver and lung metastasis using multiple mice models and multiple techniques including multi-color flow cytometry, immunohistochemistry, quantitative PCR, multiplexed ELISA, ex vivo functional assays and western blotting.
Conclusion: Collectively, these findings present the first evidence to show that gut colonization with Bacteroides fragilis rapidly induces inflammation, fibrosis and hyperplasia in the breast. In syngeneic breast cancer model, gut colonization with ETBF aggravates breast cancer progression and induces enhanced lung and liver metastasis via systemic immune modulation, cytokine synthesis and activation of pro-oncogenic pathways.
Citation Format: Sheetal Parida, Sumit Siddharth, Guannan Wang, Himavanth Gatla, Shaoguang Wu, Brian Ladle, Kathleen Gabrielson, Cynthia L Sears, Dipali Sharma. Gut pathogen, Bacteroides fragilis promotes breast cancer liver and lung metastasis [abstract]. In: Proceedings of the 2020 San Antonio Breast Cancer Virtual Symposium; 2020 Dec 8-11; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2021;81(4 Suppl):Abstract nr PS19-02.
Collapse
Affiliation(s)
- Sheetal Parida
- 1Johns Hopkins University-School of Medicine, Baltimore, MD
| | | | | | | | - Shaoguang Wu
- 1Johns Hopkins University-School of Medicine, Baltimore, MD
| | - Brian Ladle
- 1Johns Hopkins University-School of Medicine, Baltimore, MD
| | | | | | - Dipali Sharma
- 1Johns Hopkins University-School of Medicine, Baltimore, MD
| |
Collapse
|
49
|
Sears CL, Del Rio C, Malani P. Reply to Santhosh et al: Diversity of the ID Trainee Pipeline: The Future Looks Bright, But We Must Not Be Complacent. J Infect Dis 2021; 222:513-514. [PMID: 31943038 DOI: 10.1093/infdis/jiz689] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Accepted: 12/30/2019] [Indexed: 11/14/2022] Open
Affiliation(s)
- Cynthia L Sears
- IDSA, Immediate Past President, Baltimore, Maryland, USA.,Johns Hopkins University School of Medicine, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland, USA
| | - Carlos Del Rio
- Rollins School of Public Health, School of Medicine, Emory University, Atlanta, Georgia, USA
| | - Preeti Malani
- Office of the President and Department of Internal Medicine, University of Michigan, Ann Arbor, Michigan, USA
| |
Collapse
|
50
|
Shaikh FY, Gills JJ, White JR, Mohammad F, Stevens CM, Naidoo J, Pardoll DM, Sears CL. Abstract PO008: The mouse colon modulates human microbes in transplantable murine tumor models after human fecal microbiota transfer (FMT). Cancer Immunol Res 2021. [DOI: 10.1158/2326-6074.tumimm20-po008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
While immune checkpoint inhibitors (ICIs) have revolutionized the treatment of many cancers by producing durable anti-tumor responses, only 10-30% of treated patients respond to the available immunotherapy drugs and the ability to predict response to treatment remains elusive. Preliminary studies suggest that the gut microbiome may be an independent, novel modulator of systemic anti-tumor responses to ICIs, initially through bacterial interaction with the immune system in gut-associated lymphoid tissue. Multiple mouse tumor models have been developed to further elucidate the mechanism(s); specifically, FMT of human stool from ICI responder versus non-responder patients into germ-free mice suggests that responder human microbiota can facilitate tumor and immune responses in murine transplantable tumor models. However, data about how the mouse colon modulates the human microbiota are limited or lacking. We hypothesized that only a subset of specific human microbiota establish in the mouse colon and that analysis of these microbes may provide insight into the specific microbial communities that mediate ICI responses. To test this hypothesis, we first selected two human patients who were a distinct ICI responder (R) and nonresponder (NR) and tested their fecal samples in GF mice using syngeneic transplantable tumor models employing B16F0 and MC38 tumor cell lines. While the human ICI responses were replicated in these models, it was notable that individual mouse tumor responses were highly variable. To identify sources of experimental variability, we performed 16S rRNA amplicon sequencing on the human stool samples, experimental inocula, and mouse fecal samples at multiple time points. Our data show that the inocula (alpha diversity, composition) for each experiment were similar to the pre-treatment human stool. However, only 40-50% of human microbes were able to engraft in the mouse colon, and the relative abundance in the inocula was not the primary indicator for species engraftment. When we compared microbes across multiple experiments using beta diversity metrics, each experiment largely contained a distinct set of bacteria. Further analysis is underway to detect longitudinal microbiome shifts, cage effects, and/or bacteria enriched in small (responding) versus large (non-responding) tumors. Our results show that the mouse colon significantly modulates human microbiota in mouse FMT models and mouse microbiota analyses in germ-free models may yield mechanistic insights into bacteria facilitating ICI responses.
Citation Format: Fyza Y. Shaikh, Joell J. Gills, James R. White, Fuad Mohammad, Courtney M. Stevens, Jarushka Naidoo, Drew M. Pardoll, Cynthia L. Sears. The mouse colon modulates human microbes in transplantable murine tumor models after human fecal microbiota transfer (FMT) [abstract]. In: Abstracts: AACR Virtual Special Conference: Tumor Immunology and Immunotherapy; 2020 Oct 19-20. Philadelphia (PA): AACR; Cancer Immunol Res 2021;9(2 Suppl):Abstract nr PO008.
Collapse
Affiliation(s)
| | | | | | - Fuad Mohammad
- 1Johns Hopkins School of Medicine, Baltimore, MD, USA,
| | | | | | | | | |
Collapse
|