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Tanwar H, Gnanasekaran JM, Allison D, Chuang LS, He X, Aimetti M, Baima G, Costalonga M, Cross RK, Sears C, Mehandru S, Cho J, Colombel JF, Raufman JP, Thumbigere-Math V. Unraveling the Oral-Gut axis: Interconnection between Periodontitis and IBD, Current Challenges, and Future Perspective. J Crohns Colitis 2024:jjae028. [PMID: 38417137 DOI: 10.1093/ecco-jcc/jjae028] [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] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2023] [Indexed: 03/01/2024]
Abstract
As the opposite ends of the orodigestive tract, the oral cavity and the intestine share anatomical, microbial, and immunological ties that have bidirectional health implications. A growing body of evidence suggests an interconnection between oral pathologies and Inflammatory Bowel Disease (IBD), implying a shift from the traditional concept of independent diseases to a complex, reciprocal cycle. This review outlines the evidence supporting an "Oral-Gut" axis, marked by a higher prevalence of periodontitis and other oral conditions in IBD patients and vice versa. We present an in-depth examination of the interconnection between oral pathologies and IBD, highlighting the shared microbiological and immunological pathways, and proposing a "multi-hit" hypothesis in the pathogenesis of periodontitis-mediated intestinal inflammation. Furthermore, the review underscores the critical need for a collaborative approach between dentists and gastroenterologists to provide holistic oral-systemic healthcare.
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Affiliation(s)
- Himanshi Tanwar
- Division of Periodontology, University of Maryland School of Dentistry, Baltimore, MD, USA
| | | | - Devon Allison
- Division of Periodontology, University of Maryland School of Dentistry, Baltimore, MD, USA
| | - Ling-Shiang Chuang
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Xuesong He
- Department of Microbiology, The Forsyth Institute, Cambridge, MA, USA
| | - Mario Aimetti
- Department of Surgical Sciences, C.I.R. Dental School, University of Turin, Turin, Italy
| | - Giacomo Baima
- Department of Surgical Sciences, C.I.R. Dental School, University of Turin, Turin, Italy
| | - Massimo Costalonga
- Department of Diagnostic and Biological Sciences, School of Dentistry, University of Minnesota, Minneapolis, USA
| | - Raymond K Cross
- Division of Gastroenterology & Hepatology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Cynthia Sears
- Division of Infectious Diseases, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Saurabh Mehandru
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Judy Cho
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jean-Frederic Colombel
- Division of Gastroenterology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA
| | - Jean-Pierre Raufman
- Division of Gastroenterology & Hepatology, University of Maryland School of Medicine, Baltimore, MD, USA
| | - Vivek Thumbigere-Math
- Division of Periodontology, University of Maryland School of Dentistry, Baltimore, MD, USA
- National Institute of Dental and Craniofacial Research, NIH, Bethesda, MD, USA
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Hsu NY, Nayar S, Gettler K, Talware S, Giri M, Alter I, Argmann C, Sabic K, Thin TH, Ko HBM, Werner R, Tastad C, Stappenbeck T, Azabdaftari A, Uhlig HH, Chuang LS, Cho JH. NOX1 is essential for TNFα-induced intestinal epithelial ROS secretion and inhibits M cell signatures. Gut 2023; 72:654-662. [PMID: 36191961 PMCID: PMC9998338 DOI: 10.1136/gutjnl-2021-326305] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [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: 10/12/2021] [Accepted: 08/20/2022] [Indexed: 12/08/2022]
Abstract
OBJECTIVE Loss-of-function mutations in genes generating reactive oxygen species (ROS), such as NOX1, are associated with IBD. Mechanisms whereby loss of ROS drive IBD are incompletely defined. DESIGN ROS measurements and single-cell transcriptomics were performed on colonoids stratified by NOX1 genotype and TNFα stimulation. Clustering of epithelial cells from human UC (inflamed and uninflamed) scRNASeq was performed. Validation of M cell induction was performed by immunohistochemistry using UEA1 (ulex europaeus agglutin-1 lectin) and in vivo with DSS injury. RESULTS TNFα induces ROS production more in NOX1-WT versus NOX1-deficient murine colonoids under a range of Wnt-mediated and Notch-mediated conditions. scRNASeq from inflamed and uninflamed human colitis versus TNFα stimulated, in vitro colonoids defines substantially shared, induced transcription factors; NOX1-deficient colonoids express substantially lower levels of STAT3 (signal transducer and activator of transcription 3), CEBPD (CCAAT enhancer-binding protein delta), DNMT1 (DNA methyltransferase) and HIF1A (hypoxia-inducible factor) baseline. Subclustering unexpectedly showed marked TNFα-mediated induction of M cells (sentinel cells overlying lymphoid aggregates) in NOX1-deficient colonoids. M cell induction by UEA1 staining is rescued with H2O2 and paraquat, defining extra- and intracellular ROS roles in maintenance of LGR5+ stem cells. DSS injury demonstrated GP2 (glycoprotein-2), basal lymphoplasmacytosis and UEA1 induction in NOX1-deficiency. Principal components analyses of M cell genes and decreased DNMT1 RNA velocity correlate with UC inflammation. CONCLUSIONS NOX1 deficiency plus TNFα stimulation contribute to colitis through dysregulation of the stem cell niche and altered cell differentiation, enhancing basal lymphoplasmacytosis. Our findings prioritise ROS modulation for future therapies.
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Affiliation(s)
- Nai-Yun Hsu
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Shikha Nayar
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Kyle Gettler
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Sayali Talware
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai Department of Medicine, New York, New York, USA
- The Icahn Genomic Institute, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mamta Giri
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Isaac Alter
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Carmen Argmann
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Ksenija Sabic
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Tin Htwe Thin
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Huai-Bin Mabel Ko
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, New York, USA
| | - Robert Werner
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Christopher Tastad
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Thaddeus Stappenbeck
- Department of Inflammation and Immunity, Lerner Research Institute, Cleveland, Ohio, USA
| | - Aline Azabdaftari
- Translational Gastroenterology Unit, University of Oxford, Oxford, UK
| | - Holm H Uhlig
- Translational Gastroenterology Unit, University of Oxford, Oxford, UK
| | - Ling-Shiang Chuang
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Judy H Cho
- Department of Pathology, Molecular and Cell Based Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
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3
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Mortha A, Remark R, Del Valle DM, Chuang LS, Chai Z, Alves I, Azevedo C, Gaifem J, Martin J, Petralia F, Tuballes K, Barcessat V, Tai SL, Huang HH, Laface I, Jerez YA, Boschetti G, Villaverde N, Wang MD, Korie UM, Murray J, Choung RS, Sato T, Laird RM, Plevy S, Rahman A, Torres J, Porter C, Riddle MS, Kenigsberg E, Pinho SS, Cho JH, Merad M, Colombel JF, Gnjatic S. Neutralizing Anti-Granulocyte Macrophage-Colony Stimulating Factor Autoantibodies Recognize Post-Translational Glycosylations on Granulocyte Macrophage-Colony Stimulating Factor Years Before Diagnosis and Predict Complicated Crohn's Disease. Gastroenterology 2022; 163:659-670. [PMID: 35623454 PMCID: PMC10127946 DOI: 10.1053/j.gastro.2022.05.029] [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] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 05/09/2022] [Accepted: 05/12/2022] [Indexed: 02/07/2023]
Abstract
BACKGROUND & AIMS Anti-granulocyte macrophage-colony stimulating factor autoantibodies (aGMAbs) are detected in patients with ileal Crohn's disease (CD). Their induction and mode of action during or before disease are not well understood. We aimed to investigate the underlying mechanisms associated with aGMAb induction, from functional orientation to recognized epitopes, for their impact on intestinal immune homeostasis and use as a predictive biomarker for complicated CD. METHODS We characterized using enzyme-linked immunosorbent assay naturally occurring aGMAbs in longitudinal serum samples from patients archived before the diagnosis of CD (n = 220) as well as from 400 healthy individuals (matched controls) as part of the US Defense Medical Surveillance System. We used biochemical, cellular, and transcriptional analysis to uncover a mechanism that governs the impaired immune balance in CD mucosa after diagnosis. RESULTS Neutralizing aGMAbs were found to be specific for post-translational glycosylation on granulocyte macrophage-colony stimulating factor (GM-CSF), detectable years before diagnosis, and associated with complicated CD at presentation. Glycosylation of GM-CSF was altered in patients with CD, and aGMAb affected myeloid homeostasis and promoted group 1 innate lymphoid cells. Perturbations in immune homeostasis preceded the diagnosis in the serum of patients with CD presenting with aGMAb and were detectable in the noninflamed CD mucosa. CONCLUSIONS Anti-GMAbs predict the diagnosis of complicated CD long before the diagnosis of disease, recognize uniquely glycosylated epitopes, and impair myeloid cell and innate lymphoid cell balance associated with altered intestinal immune homeostasis.
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Affiliation(s)
- Arthur Mortha
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Immunology, University of Toronto, Toronto, Canada.
| | - Romain Remark
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Innate Pharma, Marseille, France
| | - Diane Marie Del Valle
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ling-Shiang Chuang
- Charles Bronfman Institute for Personalized Medicine, Department of Genetics, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Zhi Chai
- Charles Bronfman Institute for Personalized Medicine, Department of Genetics, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Inês Alves
- i3S - Institute for Research and Innovation in Health, University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal
| | - Catarina Azevedo
- i3S - Institute for Research and Innovation in Health, University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal
| | - Joana Gaifem
- i3S - Institute for Research and Innovation in Health, University of Porto, Porto, Portugal
| | - Jerome Martin
- Université de Nantes, Inserm, CHU Nantes, Centre de Recherche en Transplantation et Immunologie, Nantes, France; CHU Nantes, Laboratoire d'Immunologie, CIMNA, Nantes, France
| | - Francesca Petralia
- Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Kevin Tuballes
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Vanessa Barcessat
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Siu Ling Tai
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Hsin-Hui Huang
- Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ilaria Laface
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Yeray Arteaga Jerez
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Gilles Boschetti
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Hépato-Gastroentérologue, Hospices Civils de Lyon, Université Claude Bernard, Lyon, France
| | - Nicole Villaverde
- Charles Bronfman Institute for Personalized Medicine, Department of Genetics, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mona D Wang
- Department of Immunology, University of Toronto, Toronto, Canada
| | - Ujunwa M Korie
- Charles Bronfman Institute for Personalized Medicine, Department of Genetics, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Joseph Murray
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | - Rok-Seon Choung
- Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota
| | | | - Renee M Laird
- Naval Medical Research Center, Silver Spring, Maryland
| | | | - Adeeb Rahman
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Human Immune Monitoring Center at Mount Sinai, New York, New York
| | - Joana Torres
- Department of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York; Gastroenterology Division, Hospital Beatriz Ângelo, Loures, Portugal
| | - Chad Porter
- Naval Medical Research Center, Silver Spring, Maryland
| | - Mark S Riddle
- Naval Medical Research Center, Silver Spring, Maryland
| | - Ephraim Kenigsberg
- Charles Bronfman Institute for Personalized Medicine, Department of Genetics, Icahn School of Medicine at Mount Sinai, New York, New York; Human Immune Monitoring Center at Mount Sinai, New York, New York
| | - Salomé S Pinho
- i3S - Institute for Research and Innovation in Health, University of Porto, Porto, Portugal; Faculty of Medicine, University of Porto, Porto, Portugal; School of Medicine and Biomedical Sciences Abel Salazar (ICBAS), University of Porto, Porto, Portugal
| | - Judy H Cho
- Charles Bronfman Institute for Personalized Medicine, Department of Genetics, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Miriam Merad
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Human Immune Monitoring Center at Mount Sinai, New York, New York
| | - Jean-Frederic Colombel
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Sacha Gnjatic
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, New York; Tisch Cancer Institute, Division of Hematology/Oncology, Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Human Immune Monitoring Center at Mount Sinai, New York, New York
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4
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Mo A, Nagpal S, Gettler K, Haritunians T, Giri M, Haberman Y, Karns R, Prince J, Arafat D, Hsu NY, Chuang LS, Argmann C, Kasarskis A, Suarez-Farinas M, Gotman N, Mengesha E, Venkateswaran S, Rufo PA, Baker SS, Sauer CG, Markowitz J, Pfefferkorn MD, Rosh JR, Boyle BM, Mack DR, Baldassano RN, Shah S, LeLeiko NS, Heyman MB, Griffiths AM, Patel AS, Noe JD, Davis Thomas S, Aronow BJ, Walters TD, McGovern DPB, Hyams JS, Kugathasan S, Cho JH, Denson LA, Gibson G. Stratification of risk of progression to colectomy in ulcerative colitis via measured and predicted gene expression. Am J Hum Genet 2021; 108:1765-1779. [PMID: 34450030 DOI: 10.1016/j.ajhg.2021.07.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [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: 06/14/2021] [Accepted: 07/26/2021] [Indexed: 12/13/2022] Open
Abstract
An important goal of clinical genomics is to be able to estimate the risk of adverse disease outcomes. Between 5% and 10% of individuals with ulcerative colitis (UC) require colectomy within 5 years of diagnosis, but polygenic risk scores (PRSs) utilizing findings from genome-wide association studies (GWASs) are unable to provide meaningful prediction of this adverse status. By contrast, in Crohn disease, gene expression profiling of GWAS-significant genes does provide some stratification of risk of progression to complicated disease in the form of a transcriptional risk score (TRS). Here, we demonstrate that a measured TRS based on bulk rectal gene expression in the PROTECT inception cohort study has a positive predictive value approaching 50% for colectomy. Single-cell profiling demonstrates that the genes are active in multiple diverse cell types from both the epithelial and immune compartments. Expression quantitative trait locus (QTL) analysis identifies genes with differential effects at baseline and week 52 follow-up, but for the most part, differential expression associated with colectomy risk is independent of local genetic regulation. Nevertheless, a predicted polygenic transcriptional risk score (PPTRS) derived by summation of transcriptome-wide association study (TWAS) effects identifies UC-affected individuals at 5-fold elevated risk of colectomy with data from the UK Biobank population cohort studies, independently replicated in an NIDDK-IBDGC dataset. Prediction of gene expression from relatively small transcriptome datasets can thus be used in conjunction with TWASs for stratification of risk of disease complications.
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Affiliation(s)
- Angela Mo
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Sini Nagpal
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Kyle Gettler
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Mamta Giri
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Yael Haberman
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA; Sheba Medical Center, Tel Hashomer, Tel Aviv University, Tel Aviv 5265601, Israel
| | - Rebekah Karns
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | | | - Dalia Arafat
- Georgia Institute of Technology, Atlanta, GA 30332, USA
| | - Nai-Yun Hsu
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Ling-Shiang Chuang
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Carmen Argmann
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Andrew Kasarskis
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Mayte Suarez-Farinas
- Icahn Institute for Data Science and Genomic Technology, and Department of Population Health Science and Policy, Mount Sinai School of Medicine, New York City, NY 10029, USA
| | - Nathan Gotman
- University of North Carolina, Chapel Hill, NC 27516, USA
| | - Emebet Mengesha
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | | | - Paul A Rufo
- Harvard University-Children's Hospital Boston, Boston, MA 02115, USA
| | - Susan S Baker
- Women & Children's Hospital of Buffalo, Buffalo, NY 14222, USA
| | | | - James Markowitz
- Cohen Children's Medical Center of New York, New Hyde Park, NY 11040, USA
| | | | - Joel R Rosh
- Goryeb Children's Hospital-Atlantic Health, Morristown, NJ 07960, USA
| | | | - David R Mack
- Children's Hospital of East Ontario, Ottawa, ON K1P 1J1, Canada
| | | | - Sapana Shah
- Children's Hospital of Pittsburgh of UPMC, Pittsburgh, PA 15224, USA
| | - Neal S LeLeiko
- Department of Pediatrics, Columbia University, New York City, NY 10032, USA
| | - Melvin B Heyman
- University of California at San Francisco, San Francisco, CA 94143, USA
| | | | | | - Joshua D Noe
- Medical College of Wisconsin, Milwaukee, WI 53226, USA
| | | | - Bruce J Aronow
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | | | - Dermot P B McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Jeffrey S Hyams
- Connecticut Children's Medical Center, Hartford, CT 06106, USA
| | | | - Judy H Cho
- Charles Bronfman Institute of Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Lee A Denson
- Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH 45229, USA
| | - Greg Gibson
- Georgia Institute of Technology, Atlanta, GA 30332, USA.
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5
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Gettler K, Levantovsky R, Moscati A, Giri M, Wu Y, Hsu NY, Chuang LS, Sazonovs A, Venkateswaran S, Korie U, Chasteau C, Duerr RH, Silverberg MS, Snapper SB, Daly MJ, McGovern DP, Brant SR, Rioux JD, Kugathasan S, Anderson CA, Itan Y, Cho JH. Common and Rare Variant Prediction and Penetrance of IBD in a Large, Multi-ethnic, Health System-based Biobank Cohort. Gastroenterology 2021; 160:1546-1557. [PMID: 33359885 PMCID: PMC8237248 DOI: 10.1053/j.gastro.2020.12.034] [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] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/19/2020] [Revised: 11/24/2020] [Accepted: 12/10/2020] [Indexed: 12/16/2022]
Abstract
BACKGROUND AND AIMS Polygenic risk scores (PRS) may soon be used to predict inflammatory bowel disease (IBD) risk in prevention efforts. We leveraged exome-sequence and single nucleotide polymorphism (SNP) array data from 29,358 individuals in the multiethnic, randomly ascertained health system-based BioMe biobank to define effects of common and rare IBD variants on disease prediction and pathophysiology. METHODS PRS were calculated from European, African American, and Ashkenazi Jewish (AJ) reference case-control studies, and a meta-GWAS run using all three association datasets. PRS were then combined using regression to assess which combination of scores best predicted IBD status in European, AJ, Hispanic, and African American cohorts in BioMe. Additionally, rare variants were assessed in genes associated with very early-onset IBD (VEO-IBD), by estimating genetic penetrance in each BioMe population. RESULTS Combining risk scores based on association data from distinct ancestral populations improved IBD prediction for every population in BioMe and significantly improved prediction among European ancestry UK Biobank individuals. Lower predictive power for non-Europeans was observed, reflecting in part substantially lower African IBD case-control reference sizes. We replicated associations for two VEO-IBD genes, ADAM17 and LRBA, with high dominant model penetrance in BioMe. Autosomal recessive LRBA risk alleles are associated with severe, early-onset autoimmunity; we show that heterozygous carriage of an African-predominant LRBA protein-altering allele is associated with significantly decreased LRBA and CTLA-4 expression with T-cell activation. CONCLUSIONS Greater genetic diversity in African populations improves prediction across populations, and generalizes some VEO-IBD genes. Increasing African American IBD case-collections should be prioritized to reduce health disparities and enhance pathophysiological insight.
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Affiliation(s)
- Kyle Gettler
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Rachel Levantovsky
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Arden Moscati
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Mamta Giri
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Yiming Wu
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Nai-Yun Hsu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Ling-Shiang Chuang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Aleksejs Sazonovs
- Human Genetics, Wellcome Sanger Institute, Hinxton, Cambridgeshire, United Kingdom
| | - Suresh Venkateswaran
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Emory University School of Medicine, Atlanta, Georgia
| | - Ujunwa Korie
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Colleen Chasteau
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Richard H Duerr
- Department of Medicine, University of Pittsburgh, Pittsburgh, Pennsylvania
| | - Mark S Silverberg
- Division of Gastroenterology, Mount Sinai Hospital Inflammatory Bowel Disease Centre, Toronto, Ontario, Canada
| | - Scott B Snapper
- Division of Gastroenterology, Hepatology & Nutrition, Boston Children's Hospital, Boston, Massachusetts
| | - Mark J Daly
- Medical and Population Genetics, Broad Institute, Cambridge, Massachusetts; Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland
| | - Dermot P McGovern
- Medicine and Biomedical Sciences, Cedars-Sinai, Los Angeles, California
| | - Steven R Brant
- Division of Gastroenterology and Hepatology, Department of Medicine, Rutgers Robert Wood Johnson Medical School, and Department of Genetics and The Human Genetics Institute of New Jersey, Rutgers University, New Brunswick, New Jersey; Harvey M. and Lyn P. Meyerhoff Inflammatory Bowel Disease Center, Division of Gastroenterology, Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - John D Rioux
- Montreal Heart Institute, University of Montreal, Montreal, Canada
| | - Subra Kugathasan
- Division of Pediatric Gastroenterology, Hepatology & Nutrition, Emory University School of Medicine, Atlanta, Georgia; Department of Human Genetics, Emory University School of Medicine, Atlanta, Georgia
| | - Carl A Anderson
- Human Genetics, Wellcome Sanger Institute, Hinxton, Cambridgeshire, United Kingdom
| | - Yuval Itan
- The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York
| | - Judy H Cho
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York; The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, New York; Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York.
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6
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Abstract
The outbreak of COVID-19 has stalled both the basic, clinical and non-COVID medical research. The scientific community has shown extraordinary flexibility and resilience in responding to the pandemic. However, funding restructuring, risk of infection, cancelation of scientific conferences and delayed experiments have already proven detrimental to the career opportunities of early-career scientists. Moreover, school closures and a lack of systematic support for childcare have been additional challenges for early- and mid-career researchers who have young children. This Editorial describes an early-career researcher's experience and highlights how after efficiently contributing to ‘flattening the curve’ of COVID-19 infections, the research community has an opportunity for growth and re-structuring. Summary: The COVID-19 outbreak has created a global health crisis that is profoundly affecting early-career scientists. This Editorial describes an early-career researcher's experience and the professional and personal challenges during the pandemic.
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Affiliation(s)
- Ling-Shiang Chuang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA .,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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7
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Martin JC, Chang C, Boschetti G, Ungaro R, Giri M, Grout JA, Gettler K, Chuang LS, Nayar S, Greenstein AJ, Dubinsky M, Walker L, Leader A, Fine JS, Whitehurst CE, Mbow ML, Kugathasan S, Denson LA, Hyams JS, Friedman JR, Desai PT, Ko HM, Laface I, Akturk G, Schadt EE, Salmon H, Gnjatic S, Rahman AH, Merad M, Cho JH, Kenigsberg E. Single-Cell Analysis of Crohn's Disease Lesions Identifies a Pathogenic Cellular Module Associated with Resistance to Anti-TNF Therapy. Cell 2019; 178:1493-1508.e20. [PMID: 31474370 DOI: 10.1016/j.cell.2019.08.008] [Citation(s) in RCA: 419] [Impact Index Per Article: 83.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2018] [Revised: 05/06/2019] [Accepted: 08/05/2019] [Indexed: 10/26/2022]
Abstract
Clinical benefits of cytokine blockade in ileal Crohn's disease (iCD) are limited to a subset of patients. Here, we applied single-cell technologies to iCD lesions to address whether cellular heterogeneity contributes to treatment resistance. We found that a subset of patients expressed a unique cellular module in inflamed tissues that consisted of IgG plasma cells, inflammatory mononuclear phagocytes, activated T cells, and stromal cells, which we named the GIMATS module. Analysis of ligand-receptor interaction pairs identified a distinct network connectivity that likely drives the GIMATS module. Strikingly, the GIMATS module was also present in a subset of patients in four independent iCD cohorts (n = 441), and its presence at diagnosis correlated with failure to achieve durable corticosteroid-free remission upon anti-TNF therapy. These results emphasize the limitations of current diagnostic assays and the potential for single-cell mapping tools to identify novel biomarkers of treatment response and tailored therapeutic opportunities.
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Affiliation(s)
- Jerome C Martin
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Christie Chang
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Gilles Boschetti
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ryan Ungaro
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Mamta Giri
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - John A Grout
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Kyle Gettler
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ling-Shiang Chuang
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Shikha Nayar
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Alexander J Greenstein
- Department of Colorectal Surgery, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Marla Dubinsky
- Department of Pediatrics, Susan and Leonard Feinstein IBD Clinical Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Laura Walker
- Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Andrew Leader
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jay S Fine
- Boehringer Ingelheim Pharmaceuticals, Immunology and Respiratory Diseases Research, Ridgefield, CT 06877, USA
| | - Charles E Whitehurst
- Boehringer Ingelheim Pharmaceuticals, Immunology and Respiratory Diseases Research, Ridgefield, CT 06877, USA
| | - M Lamine Mbow
- Boehringer Ingelheim Pharmaceuticals, Immunology and Respiratory Diseases Research, Ridgefield, CT 06877, USA
| | - Subra Kugathasan
- Division of Pediatric Gastroenterology, Emory University School of Medicine, Atlanta, GA, USA
| | - Lee A Denson
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Cincinnati Children's Hospital Medical Center and the University of Cincinnati College of Medicine, Cincinnati, OH, USA
| | - Jeffrey S Hyams
- Division of Digestive Diseases, Hepatology, and Nutrition, Connecticut Children's Medical Center, Hartford, CT, USA
| | | | | | - Huaibin M Ko
- The Dr. Henry D. Janowitz Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA; Department of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ilaria Laface
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Guray Akturk
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Eric E Schadt
- Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Helene Salmon
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sacha Gnjatic
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Medicine, Division of Hematology Oncology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Adeeb H Rahman
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Miriam Merad
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Tisch Cancer Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Human Immune Monitoring Center, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Judy H Cho
- Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
| | - Ephraim Kenigsberg
- Precision Immunology Institute, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Department of Genetics and Genomics Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA; Icahn Institute for Genomics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.
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8
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Chuang LS, Morrison J, Hsu NY, Labrias PR, Nayar S, Chen E, Villaverde N, Facey JA, Boschetti G, Giri M, Castillo-Martin M, Thin TH, Sharma Y, Chu J, Cho JH. Zebrafish modeling of intestinal injury, bacterial exposures and medications defines epithelial in vivo responses relevant to human inflammatory bowel disease. Dis Model Mech 2019; 12:dmm.037432. [PMID: 31337664 PMCID: PMC6737949 DOI: 10.1242/dmm.037432] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [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: 10/12/2018] [Accepted: 07/11/2019] [Indexed: 12/13/2022] Open
Abstract
Genome-wide association studies have identified over 200 genomic loci associated with inflammatory bowel disease (IBD). High-effect risk alleles define key roles for genes involved in bacterial response and innate defense. More high-throughput in vivo systems are required to rapidly evaluate therapeutic agents. We visualize, in zebrafish, the effects on epithelial barrier function and intestinal autophagy of one-course and repetitive injury. Repetitive injury induces increased mortality, impaired recovery of intestinal barrier function, failure to contain bacteria within the intestine and impaired autophagy. Prostaglandin E2 (PGE2) administration protected against injury by enhancing epithelial barrier function and limiting systemic infection. Effects of IBD therapeutic agents were defined: mesalamine showed protective features during injury, whereas 6-mercaptopurine displayed marked induction of autophagy during recovery. Given the highly conserved nature of innate defense in zebrafish, it represents an ideal model system with which to test established and new IBD therapies targeted to the epithelial barrier.This article has an associated First Person interview with the first author of the paper.
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Affiliation(s)
- Ling-Shiang Chuang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Joshua Morrison
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nai-Yun Hsu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Philippe Ronel Labrias
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Shikha Nayar
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ernie Chen
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nicole Villaverde
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jody Ann Facey
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Gilles Boschetti
- Department of Oncological Science, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Mamta Giri
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Mireia Castillo-Martin
- Departments of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Tin Htwe Thin
- Departments of Pathology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Yashoda Sharma
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Jaime Chu
- Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Judy H Cho
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA .,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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9
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Hui KY, Fernandez-Hernandez H, Hu J, Schaffner A, Pankratz N, Hsu NY, Chuang LS, Carmi S, Villaverde N, Li X, Rivas M, Levine AP, Bao X, Labrias PR, Haritunians T, Ruane D, Gettler K, Chen E, Li D, Schiff ER, Pontikos N, Barzilai N, Brant SR, Bressman S, Cheifetz AS, Clark LN, Daly MJ, Desnick RJ, Duerr RH, Katz S, Lencz T, Myers RH, Ostrer H, Ozelius L, Payami H, Peter Y, Rioux JD, Segal AW, Scott WK, Silverberg MS, Vance JM, Ubarretxena-Belandia I, Foroud T, Atzmon G, Pe'er I, Ioannou Y, McGovern DPB, Yue Z, Schadt EE, Cho JH, Peter I. Functional variants in the LRRK2 gene confer shared effects on risk for Crohn's disease and Parkinson's disease. Sci Transl Med 2019; 10:10/423/eaai7795. [PMID: 29321258 DOI: 10.1126/scitranslmed.aai7795] [Citation(s) in RCA: 223] [Impact Index Per Article: 44.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/11/2016] [Revised: 03/31/2017] [Accepted: 07/18/2017] [Indexed: 12/28/2022]
Abstract
Crohn's disease (CD), a form of inflammatory bowel disease, has a higher prevalence in Ashkenazi Jewish than in non-Jewish European populations. To define the role of nonsynonymous mutations, we performed exome sequencing of Ashkenazi Jewish patients with CD, followed by array-based genotyping and association analysis in 2066 CD cases and 3633 healthy controls. We detected association signals in the LRRK2 gene that conferred risk for CD (N2081D variant, P = 9.5 × 10-10) or protection from CD (N551K variant, tagging R1398H-associated haplotype, P = 3.3 × 10-8). These variants affected CD age of onset, disease location, LRRK2 activity, and autophagy. Bayesian network analysis of CD patient intestinal tissue further implicated LRRK2 in CD pathogenesis. Analysis of the extended LRRK2 locus in 24,570 CD cases, patients with Parkinson's disease (PD), and healthy controls revealed extensive pleiotropy, with shared genetic effects between CD and PD in both Ashkenazi Jewish and non-Jewish cohorts. The LRRK2 N2081D CD risk allele is located in the same kinase domain as G2019S, a mutation that is the major genetic cause of familial and sporadic PD. Like the G2019S mutation, the N2081D variant was associated with increased kinase activity, whereas neither N551K nor R1398H variants on the protective haplotype altered kinase activity. We also confirmed that R1398H, but not N551K, increased guanosine triphosphate binding and hydrolyzing enzyme (GTPase) activity, thereby deactivating LRRK2. The presence of shared LRRK2 alleles in CD and PD provides refined insight into disease mechanisms and may have major implications for the treatment of these two seemingly unrelated diseases.
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Affiliation(s)
- Ken Y Hui
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06520, USA.,Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT 06520, USA
| | | | - Jianzhong Hu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Adam Schaffner
- Departments of Neurology and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Nathan Pankratz
- Department of Laboratory Medicine and Pathology, University of Minnesota, Minneapolis, MN 55455, USA
| | - Nai-Yun Hsu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Ling-Shiang Chuang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Shai Carmi
- Braun School of Public Health and Community Medicine, The Faculty of Medicine, The Hebrew University of Jerusalem, Jerusalem 9112102, Israel
| | - Nicole Villaverde
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Xianting Li
- Departments of Neurology and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Manual Rivas
- Department of Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA.,Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Adam P Levine
- Centre for Molecular Medicine, Division of Medicine, University College, London WC1E 6JF, UK
| | - Xiuliang Bao
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Philippe R Labrias
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Talin Haritunians
- Translational Genomics Group, F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Darren Ruane
- Department of Immunology and Inflammation, Regeneron Pharmaceuticals, Tarrytown, NY 10591, USA
| | - Kyle Gettler
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06520, USA.,Department of Genetics, Yale University, New Haven, CT 06520, USA
| | - Ernie Chen
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Dalin Li
- Translational Genomics Group, F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Elena R Schiff
- Centre for Molecular Medicine, Division of Medicine, University College, London WC1E 6JF, UK
| | - Nikolas Pontikos
- Centre for Molecular Medicine, Division of Medicine, University College, London WC1E 6JF, UK
| | - Nir Barzilai
- Departments of Genetics and Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Steven R Brant
- Harvey M. and Lyn P. Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, School of Medicine, Johns Hopkins University, Baltimore, MD 21231, USA.,Department of Epidemiology, Bloomberg School of Public Health, Johns Hopkins University, Baltimore, MD 21231, USA
| | - Susan Bressman
- Alan and Barbara Mirken Department of Neurology, Beth Israel Medical Center, New York, NY 10003, USA
| | - Adam S Cheifetz
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Boston, MA 02215, USA
| | - Lorraine N Clark
- Department of Pathology and Cell Biology, Columbia University Medical Center, New York, NY 10032, USA.,Taub Institute for Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY 10032, USA
| | - Mark J Daly
- Department of Medical and Population Genetics, Broad Institute, Cambridge, MA 02142, USA.,Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA 02114, USA.,Taub Institute for Alzheimer's Disease and the Aging Brain, Columbia University Medical Center, New York, NY 10032, USA.,Department of Genetics, Harvard Medical School, Boston, MA 02115, USA
| | - Robert J Desnick
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Richard H Duerr
- Division of Gastroenterology, Hepatology and Nutrition, Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA 15261, USA.,Department of Human Genetics, University of Pittsburgh Graduate School of Public Health, Pittsburgh, PA 15261, USA
| | - Seymour Katz
- New York University School of Medicine, New York City, NY 10016, USA.,North Shore University-Long Island Jewish Medical Center, Manhasset, NY, USA.,St. Francis Hospital, Roslyn, NY 11576, USA
| | - Todd Lencz
- Feinstein Institute for Medical Research, Northwell Health, Manhasset, NY 11030, USA
| | - Richard H Myers
- Department of Neurology, Boston University School of Medicine, Boston, MA 02114, USA
| | - Harry Ostrer
- Departments of Pathology and Pediatrics, Albert Einstein College of Medicine, Bronx, NY 10461, USA
| | - Laurie Ozelius
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Deparment of Neurology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Haydeh Payami
- Departments of Neurology and Genetics, University of Alabama at Birmingham, Birmingham, AL 35294, USA.,HudsonAlpha Institute for Biotechnology, Huntsville, AL 35805, USA
| | - Yakov Peter
- Department of Biology, Touro College, Queens, NY 10033, USA.,Department of Pulmonary Medicine, Albert Einstein College of Medicine, Yeshiva University, Bronx, NY 10033, USA
| | - John D Rioux
- Research Center, Montreal Heart Institute, Montreal, Quebec H1T1C8, Canada.,Faculté de Médecine, Université de Montréal, Montreal, Quebec H1T1C8, Canada
| | - Anthony W Segal
- Centre for Molecular Medicine, Division of Medicine, University College, London WC1E 6JF, UK
| | - William K Scott
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Mark S Silverberg
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, Ontario M5T3L9, USA.,Department of Medicine, University of Toronto, Toronto, Ontario M5G1X5, Canada
| | - Jeffery M Vance
- Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Iban Ubarretxena-Belandia
- Department of Pharmacological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Tatiana Foroud
- Department of Medical and Molecular Genetics, Indiana University School of Medicine, Indianapolis, IN 46202, USA
| | - Gil Atzmon
- Departments of Genetics and Medicine, Albert Einstein College of Medicine, Bronx, NY 10461, USA.,Faculty of Natural Sciences, University of Haifa, Haifa 3498838, Israel
| | - Itsik Pe'er
- Center for Computational Biology and Bioinformatics, Columbia University, New York, NY 10032, USA
| | - Yiannis Ioannou
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Dermot P B McGovern
- Translational Genomics Group, F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA 90048, USA
| | - Zhenyu Yue
- Departments of Neurology and Neuroscience, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Eric E Schadt
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Institute for Genetics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Sema4, a Mount Sinai venture, Stamford, CT 06902, USA
| | - Judy H Cho
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT 06520, USA.,Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA.,Department of Genetics, Yale University, New Haven, CT 06520, USA.,Section of Gastroenterology and Hepatology, Department of Pediatrics, Yale University School of Medicine, New Haven, CT 06520, USA
| | - Inga Peter
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA. .,Institute for Genetics and Multiscale Biology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
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10
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Gettler K, Giri M, Kenigsberg E, Martin J, Chuang LS, Hsu NY, Denson LA, Hyams JS, Griffiths A, Noe JD, Crandall WV, Mack DR, Kellermayer R, Abraham C, Hoffman G, Kugathasan S, Cho JH. Prioritizing Crohn's disease genes by integrating association signals with gene expression implicates monocyte subsets. Genes Immun 2019; 20:577-588. [PMID: 30692607 DOI: 10.1038/s41435-019-0059-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/17/2018] [Revised: 11/27/2018] [Accepted: 01/07/2019] [Indexed: 12/19/2022]
Abstract
Genome-wide association studies have identified ~170 loci associated with Crohn's disease (CD) and defining which genes drive these association signals is a major challenge. The primary aim of this study was to define which CD locus genes are most likely to be disease related. We developed a gene prioritization regression model (GPRM) by integrating complementary mRNA expression datasets, including bulk RNA-Seq from the terminal ileum of 302 newly diagnosed, untreated CD patients and controls, and in stimulated monocytes. Transcriptome-wide association and co-expression network analyses were performed on the ileal RNA-Seq datasets, identifying 40 genome-wide significant genes. Co-expression network analysis identified a single gene module, which was substantially enriched for CD locus genes and most highly expressed in monocytes. By including expression-based and epigenetic information, we refined likely CD genes to 2.5 prioritized genes per locus from an average of 7.8 total genes. We validated our model structure using cross-validation and our prioritization results by protein-association network analyses, which demonstrated significantly higher CD gene interactions for prioritized compared with non-prioritized genes. Although individual datasets cannot convey all of the information relevant to a disease, combining data from multiple relevant expression-based datasets improves prediction of disease genes and helps to further understanding of disease pathogenesis.
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Affiliation(s)
- Kyle Gettler
- Department of Genetics, Yale University, New Haven, Connecticut, 06510, USA
| | - Mamta Giri
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Ephraim Kenigsberg
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Jerome Martin
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Ling-Shiang Chuang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Nai-Yun Hsu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Lee A Denson
- Division of Pediatric Gastroenterology, Hepatology, and Nutrition, Cincinnati Children's Hospital Medical Center, Cincinnati, Oio, USA
| | - Jeffrey S Hyams
- Division of Digestive Diseases, Hepatology, and Nutrition, Connecticut Children's Medical Center, Hartford, Connecticut, USA
| | - Anne Griffiths
- Division of Pediatric Gastroenterology, Hepatology and Nutrition, Department of Pediatrics, The Hospital for Sick Children, University of Toronto, Toronto, Ontario, Canada
| | - Joshua D Noe
- Department of Pediatric Gastroenterology, Hepatology, and Nutrition, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Wallace V Crandall
- Department of Pediatric Gastroenterology, Nationwide Children's Hospital, Ohio State University College of Medicine, Columbus, Ohio, USA
| | - David R Mack
- Department of Pediatrics, Children's Hospital of Eastern Ontario IBD Centre and University of Ottawa, Ottawa, Ontario, Canada
| | - Richard Kellermayer
- Section of Pediatric Gastroenterology, Baylor College of Medicine, Texas Children's Hospital, Houston, Texas, USA
| | - Clara Abraham
- Department of Internal Medicine, Section of Digestive Diseases, Yale University, New Haven, Connecticut, 06510, USA
| | - Gabriel Hoffman
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA
| | - Subra Kugathasan
- Division of Pediatric Gastroenterology, Emory University School of Medicine, Atlanta, Georgia, USA.,Children's Healthcare of Atlanta, Atlanta, Georgia, USA
| | - Judy H Cho
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA. .,Department of Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, 10029, USA.
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11
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Chuang LS, Villaverde N, Hui KY, Mortha A, Rahman A, Levine AP, Haritunians T, Evelyn Ng SM, Zhang W, Hsu NY, Facey JA, Luong T, Fernandez-Hernandez H, Li D, Rivas M, Schiff ER, Gusev A, Schumm LP, Bowen BM, Sharma Y, Ning K, Remark R, Gnjatic S, Legnani P, George J, Sands BE, Stempak JM, Datta LW, Lipka S, Katz S, Cheifetz AS, Barzilai N, Pontikos N, Abraham C, Dubinsky MJ, Targan S, Taylor K, Rotter JI, Scherl EJ, Desnick RJ, Abreu MT, Zhao H, Atzmon G, Pe’er I, Kugathasan S, Hakonarson H, McCauley JL, Lencz T, Darvasi A, Plagnol V, Silverberg MS, Muise AM, Brant SR, Daly MJ, Segal AW, Duerr RH, Merad M, McGovern DP, Peter I, Cho JH. A Frameshift in CSF2RB Predominant Among Ashkenazi Jews Increases Risk for Crohn's Disease and Reduces Monocyte Signaling via GM-CSF. Gastroenterology 2016; 151:710-723.e2. [PMID: 27377463 PMCID: PMC5037012 DOI: 10.1053/j.gastro.2016.06.045] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2016] [Revised: 06/27/2016] [Accepted: 06/28/2016] [Indexed: 12/25/2022]
Abstract
BACKGROUND & AIMS Crohn's disease (CD) has the highest prevalence in Ashkenazi Jewish populations. We sought to identify rare, CD-associated frameshift variants of high functional and statistical effects. METHODS We performed exome sequencing and array-based genotype analyses of 1477 Ashkenazi Jewish individuals with CD and 2614 Ashkenazi Jewish individuals without CD (controls). To validate our findings, we performed genotype analyses of an additional 1515 CD cases and 7052 controls for frameshift mutations in the colony-stimulating factor 2-receptor β common subunit gene (CSF2RB). Intestinal tissues and blood samples were collected from patients with CD; lamina propria leukocytes were isolated and expression of CSF2RB and granulocyte-macrophage colony-stimulating factor-responsive cells were defined by adenomatous polyposis coli (APC) time-of-flight mass cytometry (CyTOF analysis). Variants of CSF2RB were transfected into HEK293 cells and the expression and functions of gene products were compared. RESULTS In the discovery cohort, we associated CD with a frameshift mutation in CSF2RB (P = 8.52 × 10(-4)); the finding was validated in the replication cohort (combined P = 3.42 × 10(-6)). Incubation of intestinal lamina propria leukocytes with granulocyte-macrophage colony-stimulating factor resulted in high levels of phosphorylation of signal transducer and activator of transcription (STAT5) and lesser increases in phosphorylation of extracellular signal-regulated kinase and AK straining transforming (AKT). Cells co-transfected with full-length and mutant forms of CSF2RB had reduced pSTAT5 after stimulation with granulocyte-macrophage colony-stimulating factor, compared with cells transfected with control CSF2RB, indicating a dominant-negative effect of the mutant gene. Monocytes from patients with CD who were heterozygous for the frameshift mutation (6% of CD cases analyzed) had reduced responses to granulocyte-macrophage colony-stimulating factor and markedly decreased activity of aldehyde dehydrogenase; activity of this enzyme has been associated with immune tolerance. CONCLUSIONS In a genetic analysis of Ashkenazi Jewish individuals, we associated CD with a frameshift mutation in CSF2RB. Intestinal monocytes from carriers of this mutation had reduced responses to granulocyte-macrophage colony-stimulating factor, providing an additional mechanism for alterations to the innate immune response in individuals with CD.
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Affiliation(s)
- Ling-Shiang Chuang
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Nicole Villaverde
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Ken Y. Hui
- Program in Computational Biology and Bioinformatics, Yale University, New Haven, CT, USA 06520,Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520
| | - Arthur Mortha
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Adeeb Rahman
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Adam P. Levine
- Centre for Molecular Medicine, Division of Medicine, University College, London, UK WC1E 6JF
| | - Talin Haritunians
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA 90048
| | - Sok Meng Evelyn Ng
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520
| | - Wei Zhang
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520
| | - Nai-Yun Hsu
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Jody-Ann Facey
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Tramy Luong
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | | | - Dalin Li
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA 90048
| | - Manuel Rivas
- Department of Medical and Population Genetics, Broad Institute, Cambridge, MA, USA 02142,Analytical and Translational Genetics Unit, Massachusetts General Hospital, Boston, MA, USA 02114,Nuffield Department of Clinical Medicine, Wellcome Trust Centre for Human Genetics Research, University of Oxford, Oxford, UK OX3 UBN
| | - Elena R. Schiff
- Centre for Molecular Medicine, Division of Medicine, University College, London, UK WC1E 6JF
| | - Alexander Gusev
- Department of Epidemiology, Harvard University, Boston, MA, USA 02115
| | - L. Phillip Schumm
- Department of Health Studies, University of Chicago, Chicago, IL, USA 60637
| | - Beatrice M. Bowen
- Department of Genetics, Yale University, New Haven, CT, USA 06520,Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520
| | - Yashoda Sharma
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029,Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520
| | - Kaida Ning
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520,Department of Molecular and Computational Biology, University of Southern California, Los Angeles, CA, USA 90033
| | - Romain Remark
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Sacha Gnjatic
- Division of Hematology and Medical Oncology, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Peter Legnani
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - James George
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Bruce E. Sands
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Joanne M. Stempak
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, Ontario, Canada M5T3L9,Department of Medicine, University of Toronto, Toronto, Ontario, Canada M5G1X5
| | - Lisa W. Datta
- Harvey M. and Lyn P. Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA 21231,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA 21231
| | - Seth Lipka
- Department of Internal Medicine, University of South Florida, Tampa, FL, USA 33606
| | - Seymour Katz
- Department of Medicine, New York University School of Medicine, New York, NY, USA10016
| | - Adam S. Cheifetz
- Division of Gastroenterology, Beth Israel Deaconess Medical Center, Boston, MA, USA 02215
| | - Nir Barzilai
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA 10461
| | - Nikolas Pontikos
- Centre for Molecular Medicine, Division of Medicine, University College, London, UK WC1E 6JF
| | - Clara Abraham
- Section of Digestive Diseases, Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, USA 06520
| | - Marla J. Dubinsky
- Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029,Department of Pediatrics, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Stephan Targan
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA 90048
| | - Kent Taylor
- Institute for Translational Genomics and Population Sciences, Division of Genomic Outcomes, Harbor-UCLA Medical Center, Torrance, CA, USA 90502
| | - Jerome I Rotter
- Institute for Translational Genomics and Population Sciences, Division of Genomic Outcomes, Harbor-UCLA Medical Center, Torrance, CA, USA 90502
| | - Ellen J. Scherl
- The Division of Gastroenterology & Hepatology, Sanford I. Weill College of Cornell University—New York Presbyterian Hospital, New York, NY, USA 10021
| | - Robert J. Desnick
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Maria T. Abreu
- Division of Gastroenterology, University of Miami, Miller School of Medicine, Miami, Florida, USA 33136
| | - Hongyu Zhao
- Department of Biostatistics, Yale University, New Haven, CT, USA 06520
| | - Gil Atzmon
- Department of Medicine, Albert Einstein College of Medicine, Bronx, NY, USA 10461
| | - Itsik Pe’er
- Department of Computer Science, Columbia University, New York, NY, USA 10027
| | - Subra Kugathasan
- Department of Pediatrics, Emory University, Atlanta, GA, USA 30322
| | - Hakon Hakonarson
- Centre for Applied Genomics, The Children’s Hospital of Philadelphia, Philadelphia, PA, USA 19104,Division of Human Genetics, University of Pennsylvania, Philadelphia, PA, USA 19014
| | - Jacob L. McCauley
- John P. Hussman Institute for Human Genomics, University of Miami, Miller School of Medicine, Miami, Florida, USA 33136,Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miller School of Medicine, Miami, Florida, USA 33136
| | - Todd Lencz
- Feinstein Institute for Medical Research, North Shore – Long Island Jewish Health System, Manhasset, NY, USA 11030
| | - Ariel Darvasi
- Department of Genetics, The Hebrew University of Jerusalem, Jerusalem, Israel 91904
| | - Vincent Plagnol
- Genetics Institute, Division of Biosciences, University College, London, UK WC1E 6BT
| | - Mark S. Silverberg
- Zane Cohen Centre for Digestive Diseases, Mount Sinai Hospital, Toronto, Ontario, Canada M5T3L9,Department of Medicine, University of Toronto, Toronto, Ontario, Canada M5G1X5
| | - Aleixo M. Muise
- Inflammatory Bowel Disease Centre and Cell Biology Program, The Hospital for Sick Children, Toronto, ON, Canada M5G1X8,Department of Pediatrics, University of Toronto, Toronto, ON, Canada M5G1X8
| | - Steven R. Brant
- Harvey M. and Lyn P. Meyerhoff Inflammatory Bowel Disease Center, Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, MD, USA 21231,Department of Epidemiology, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD, USA 21231
| | - Mark J. Daly
- Department of Medical and Population Genetics, Broad Institute, Cambridge, MA, USA 02142,Center for Human Genetic Research, Department of Medicine, Massachusetts General Hospital, Boston, MA USA 02114,Department of Genetics, Harvard Medical School, Boston, MA, USA 02115
| | - Anthony W. Segal
- Centre for Molecular Medicine, Division of Medicine, University College, London, UK WC1E 6JF
| | - Richard H. Duerr
- Division of Gastroenterology, Hepatology, and Nutrition, Department of Medicine, School of Medicine, University of Pittsburgh, Pittsburgh, PA, USA, 15261
| | - Miriam Merad
- Department of Oncological Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Dermot P.B. McGovern
- F. Widjaja Foundation Inflammatory Bowel and Immunobiology Research Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA 90048
| | - Inga Peter
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029
| | - Judy H. Cho
- Department of Genetics and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029,Division of Gastroenterology, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029,The Charles Bronfman Institute for Personalized Medicine, Icahn School of Medicine at Mount Sinai, New York, NY, USA 10029,To whom correspondence should be addressed. The corresponding author’s contact information: Judy Cho, Hess CSM Building Floor 8th Room 118, 1470 Madison Avenue, New York, NY 10029, TEL. (212) 824-8940, FAX. (646) 537-9452,
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12
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Ma M, Ru Y, Chuang LS, Hsu NY, Shi LS, Hakenberg J, Cheng WY, Uzilov A, Ding W, Glicksberg BS, Chen R. Disease-associated variants in different categories of disease located in distinct regulatory elements. BMC Genomics 2015; 16 Suppl 8:S3. [PMID: 26110593 PMCID: PMC4480828 DOI: 10.1186/1471-2164-16-s8-s3] [Citation(s) in RCA: 33] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022] Open
Abstract
Background The invention of high throughput sequencing technologies has led to the discoveries of hundreds of thousands of genetic variants associated with thousands of human diseases. Many of these genetic variants are located outside the protein coding regions, and as such, it is challenging to interpret the function of these genetic variants by traditional genetic approaches. Recent genome-wide functional genomics studies, such as FANTOM5 and ENCODE have uncovered a large number of regulatory elements across hundreds of different tissues or cell lines in the human genome. These findings provide an opportunity to study the interaction between regulatory elements and disease-associated genetic variants. Identifying these diseased-related regulatory elements will shed light on understanding the mechanisms of how these variants regulate gene expression and ultimately result in disease formation and progression. Results In this study, we curated and categorized 27,558 Mendelian disease variants, 20,964 complex disease variants, 5,809 cancer predisposing germline variants, and 43,364 recurrent cancer somatic mutations. Compared against nine different types of regulatory regions from FANTOM5 and ENCODE projects, we found that different types of disease variants show distinctive propensity for particular regulatory elements. Mendelian disease variants and recurrent cancer somatic mutations are 22-fold and 10- fold significantly enriched in promoter regions respectively (q<0.001), compared with allele-frequency-matched genomic background. Separate from these two categories, cancer predisposing germline variants are 27-fold enriched in histone modification regions (q<0.001), 10-fold enriched in chromatin physical interaction regions (q<0.001), and 6-fold enriched in transcription promoters (q<0.001). Furthermore, Mendelian disease variants and recurrent cancer somatic mutations share very similar distribution across types of functional effects. We further found that regulatory regions are located within over 50% coding exon regions. Transcription promoters, methylation regions, and transcription insulators have the highest density of disease variants, with 472, 239, and 72 disease variants per one million base pairs, respectively. Conclusions Disease-associated variants in different disease categories are preferentially located in particular regulatory elements. These results will be useful for an overall understanding about the differences among the pathogenic mechanisms of various disease-associated variants.
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13
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Cheng MF, Alexander K, Zhou S, Bonder E, Chuang LS. Newborn GnRH neurons in the adult forebrain of the ring dove. Horm Behav 2011; 60:94-104. [PMID: 21443878 DOI: 10.1016/j.yhbeh.2011.03.008] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/15/2010] [Revised: 03/15/2011] [Accepted: 03/19/2011] [Indexed: 10/18/2022]
Abstract
The preoptic area of the hypothalamus is a key area that produces gonadotrophin-releasing hormone (GnRH). In birds, the chicken GnRH-I-form neurons are responsible for the hypothalamus-pituitary-gonadal system, which controls reproduction. In the ring dove, electrolytic lesion in the adult hypothalamus induces neurogenesis. In this study, we determined whether adult neurogenesis is involved in repairing GnRH neurons, specifically by generating newborn cells exhibiting GnRH-I immunoreactive properties. We selectively applied electrolytic lesions to three different regions of the diencephalon, including the preoptic area, which contains GnRH-I neurons, and identified new cells (BrdU-positive cells) that co-labeled with GnRH-I-immunoreactive cells. The BrdU(+)/GnRH(+) double labeled cells were then confirmed with confocal laser analysis. In brains of both male and female ring doves we found new neurons at the lesion site of the preoptic region that were GnRH-I immunoreactive. However, the total number of GnRH neurons in the lesioned brains was less than that of sham-lesioned brains. When two other regions of the diencephalon that contain GnRH-I neurons were damaged, no recruitment of new GnRH-I neurons was detected. The rate of neurogenesis depends on the bird's reproductive phase when the lesion was applied. We found BrdU(+)/GnRH(+) double-labeled cells almost exclusively during the pre-laying phase when birds are engaged in active courtship that leads to egg laying. Our observations suggest that recruitment of GnRH immunoreactive new neurons is restricted to the hypothalamic region and is sensitive to the reproductive stage of the birds.
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Affiliation(s)
- Mei-Fang Cheng
- Department of Psychology, Rutgers University, Newark, NJ 07102, USA.
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14
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Gunsalus KC, Ge H, Schetter AJ, Goldberg DS, Han JDJ, Hao T, Berriz GF, Bertin N, Huang J, Chuang LS, Li N, Mani R, Hyman AA, Sönnichsen B, Echeverri CJ, Roth FP, Vidal M, Piano F. Predictive models of molecular machines involved in Caenorhabditis elegans early embryogenesis. Nature 2005; 436:861-5. [PMID: 16094371 DOI: 10.1038/nature03876] [Citation(s) in RCA: 221] [Impact Index Per Article: 11.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2005] [Accepted: 05/23/2005] [Indexed: 01/31/2023]
Abstract
Although numerous fundamental aspects of development have been uncovered through the study of individual genes and proteins, system-level models are still missing for most developmental processes. The first two cell divisions of Caenorhabditis elegans embryogenesis constitute an ideal test bed for a system-level approach. Early embryogenesis, including processes such as cell division and establishment of cellular polarity, is readily amenable to large-scale functional analysis. A first step toward a system-level understanding is to provide 'first-draft' models both of the molecular assemblies involved and of the functional connections between them. Here we show that such models can be derived from an integrated gene/protein network generated from three different types of functional relationship: protein interaction, expression profiling similarity and phenotypic profiling similarity, as estimated from detailed early embryonic RNA interference phenotypes systematically recorded for hundreds of early embryogenesis genes. The topology of the integrated network suggests that C. elegans early embryogenesis is achieved through coordination of a limited set of molecular machines. We assessed the overall predictive value of such molecular machine models by dynamic localization of ten previously uncharacterized proteins within the living embryo.
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Affiliation(s)
- Kristin C Gunsalus
- Center for Comparative Functional Genomics, Department of Biology, New York University, New York, New York 10003, USA
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15
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Fernandez AG, Gunsalus KC, Huang J, Chuang LS, Ying N, Liang HL, Tang C, Schetter AJ, Zegar C, Rual JF, Hill DE, Reinke V, Vidal M, Piano F. New genes with roles in the C. elegans embryo revealed using RNAi of ovary-enriched ORFeome clones. Genome Res 2005; 15:250-9. [PMID: 15687288 PMCID: PMC546526 DOI: 10.1101/gr.3194805] [Citation(s) in RCA: 57] [Impact Index Per Article: 3.0] [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] [Indexed: 11/24/2022]
Abstract
Several RNA interference (RNAi)-based functional genomic projects have been performed in Caenorhabditis elegans to identify genes required during embryogenesis. These studies have demonstrated that the ovary is enriched for transcripts essential for the first cell divisions. However, comparing RNAi results suggests that many genes involved in embryogenesis have yet to be identified, especially those eliciting partially penetrant phenotypes. To discover additional genes required for C. elegans embryonic development, we tested by RNAi 1123 ORFeome clones selected to represent ovary-enriched genes not associated with an embryonic phenotype. We discovered 155 new ovary-enriched genes with roles during embryogenesis, of which 69% show partial penetrance lethality. Time-lapse microscopy revealed specific phenotypes during early embryogenesis for genes giving rise to high penetrance lethality. Together with previous studies, we now have evidence that 1843 C. elegans genes have roles in embryogenesis, and that many more remain to be found. Using all available RNAi phenotypic data for the ovary-enriched genes, we re-examined the distribution of genes by chromosomal location, functional class, ovary enrichment, and conservation and found that trends are driven almost exclusively by genes eliciting high-penetrance phenotypes. Furthermore, we discovered a striking direct relationship between phylogenetic distribution and the penetrance level of embryonic lethality elicited by RNAi.
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Affiliation(s)
- Anita G Fernandez
- Department of Biology, New York University, New York, New York 10003, USA
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16
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Ali RB, Teo AK, Oh HK, Chuang LS, Ayi TC, Li BF. Implication of localization of human DNA repair enzyme O6-methylguanine-DNA methyltransferase at active transcription sites in transcription-repair coupling of the mutagenic O6-methylguanine lesion. Mol Cell Biol 1998; 18:1660-9. [PMID: 9488483 PMCID: PMC108881 DOI: 10.1128/mcb.18.3.1660] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
DNA lesions that halt RNA polymerase during transcription are preferentially repaired by the nucleotide excision repair pathway. This transcription-coupled repair is initiated by the arrested RNA polymerase at the DNA lesion. However, the mutagenic O6-methylguanine (6MG) lesion which is bypassed by RNA polymerase is also preferentially repaired at the transcriptionally active DNA. We report here a plausible explanation for this observation: the human 6MG repair enzyme O6-methylguanine-DNA methyltransferase (MGMT) is present as speckles concentrated at active transcription sites (as revealed by polyclonal antibodies specific for its N and C termini). Upon treatment of cells with low dosages of N-methylnitrosourea, which produces 6MG lesions in the DNA, these speckles rapidly disappear, accompanied by the formation of active-site methylated MGMT (the repair product of 6MG by MGMT). The ability of MGMT to target itself to active transcription sites, thus providing an effective means of repairing 6MG lesions, possibly at transcriptionally active DNA, indicates its crucial role in human cancer and chemotherapy by alkylating agents.
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Affiliation(s)
- R B Ali
- Chemical Carcinogenesis Laboratory, Institute of Molecular and Cell Biology, National University of Singapore, Republic of Singapore
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Abstract
DNA-(cytosine-5) methyltransferase (MCMT) methylates newly replicated mammalian DNA, but the factors regulating this activity are unknown. Here, MCMT is shown to bind proliferating cell nuclear antigen (PCNA), an auxiliary factor for DNA replication and repair. Binding of PCNA requires amino acids 163 to 174 of MCMT, occurs in intact cells at foci of newly replicated DNA, and does not alter MCMT activity. A peptide derived from the cell cycle regulator p21(WAF1) can disrupt the MCMT-PCNA interaction, which suggests that p21(WAF1) may regulate methylation by blocking access of MCMT to PCNA. MCMT and p21(WAF1) may be linked in a regulatory pathway, because the extents of their expression are inversely related in both SV40-transformed and nontransformed cells.
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Affiliation(s)
- L S Chuang
- Chemical Carcinogenesis Laboratory, Institute of Molecular and Cell Biology, National University of Singapore, Kent Ridge Crescent, Singapore 119260, Republic of Singapore
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18
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Chuang LS, Ng HH, Chia JN, Li BF. Characterisation of independent DNA and multiple Zn-binding domains at the N terminus of human DNA-(cytosine-5) methyltransferase: modulating the property of a DNA-binding domain by contiguous Zn-binding motifs. J Mol Biol 1996; 257:935-48. [PMID: 8632476 DOI: 10.1006/jmbi.1996.0213] [Citation(s) in RCA: 33] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
We report here a detailed mapping and characterisation of a DNA-binding domain at the N terminus of human DNA-(cytosine-5) methyltransferase. A small region, B1 (codon 202 to 369), was first identified by its Zn- and gross DNA-binding properties. Further fine-mapping using deletion and point mutation analysis shows that the DNA- and Zn-binding domains involve separate peptide motifs, KRRKTTPKEPTEKK (codons 202 to 215) for a bipartite DNA-binding oligopeptide (DB1) and CX2CX13HX2D(X)23EX2EX13CX3H (codons 232 to 297) for possibly two contiguous Zn-binding domains (AZn), which can function independently. However, B1 (containing DB1 and AZn) differs from DB1 because it does not bind to a 30 base-pair duplex. Interestingly, H3 codons 202 to 974, which encloses B1 and B2 (containing the Zn-binding CX2CX2CX4CX2CX2C motif from codon 533 to 550) binds preferentially to 0.8 kb duplexes, as compared with 0.4 to 0.6 kb duplexes. As the homologous murine B1, which targets the murine methylase to replication foci, also binds to DNA and Zn, it is possible that the N terminus of mammalian methylase may be involved in sensing the appropriate length of newly synthesized DNA before methylation by its C terminus. This may enable a time delay for the transient existence of hemi-methylation sites for their unknown biological functions in mammals.
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Affiliation(s)
- L S Chuang
- Chemical Carcinogenesis Laboratory, Institute of Molecular and Cell Biology National University of Singapore, Republic of Singapore
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19
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Chuang LS, Chiu WY. The 14-MeV neutron activation analysis of Chinese medicines for protein, phosphorus, potassium and magnesium contents (II). Am J Chin Med 1980; 8:47-85. [PMID: 7395799 DOI: 10.1142/s0192415x80000062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
Abstract
Elementary form of nitrogen (protein), phosphorus, potassium and magnesium contained in 180 different kinds of Chinese medicines are analyzed by means of 14-MeV neutron activation technique. The percent contents of these elements in the Chinese medicines range from 0 to 34.41% (average: 11.73%) for protein, from 0.03 to 37.42% (average: 1.72%) for phosphorus, from 0.12 to 33.22% (average: 2.94%) for potassium and 0.03 to 5.62% (average: 0.43%) for magnesium. Comparison of the present results with the previous measurements for another 66 kinds of Chinese medicines is made.
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Chuang LS, Yue KW, Chan PK, Chiu WY. The 14-MeV neutron activation analysis of Chinese medicines for protein, phosphorus, potassium and magnesium contents. Comp Med East West 1978; 6:37-56. [PMID: 710077 DOI: 10.1142/s0147291778000071] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Elementary form of nitrogen (protein), phosphorus, potassium and magnesium contained in sixty-six different kinds of Chinese medicines were analyzed by means of 14-MeV neutron activation technique. The % contents of these elements in Chinese medicines range from 4.1 to 38.6% (average: 12.7%) for protein, 0.1 to 10.5% (average: 1.3%) for phosphorus, 1.6 to 13.8% (average 4.5%) for potassium and 0.1 to 2.5% (average: 0.5%) for magnesium. The procedure proves to be quite precise and potentially quite accurate, while only requiring about 20 minutes per sample. The methods of determining the elements are described.
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Chuang LS. Methods of localized irradiation of material by low energy or short range charged particles. Health Phys 1970; 19:439-442. [PMID: 5512927] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
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