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Rosendahl Huber A, Pleguezuelos-Manzano C, Puschhof J, Ubels J, Boot C, Saftien A, Verheul M, Trabut LT, Groenen N, van Roosmalen M, Ouyang KS, Wood H, Quirke P, Meijer G, Cuppen E, Clevers H, van Boxtel R. Improved detection of colibactin-induced mutations by genotoxic E. coli in organoids and colorectal cancer. Cancer Cell 2024; 42:487-496.e6. [PMID: 38471458 DOI: 10.1016/j.ccell.2024.02.009] [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: 09/21/2022] [Revised: 01/26/2024] [Accepted: 02/14/2024] [Indexed: 03/14/2024]
Abstract
Co-culture of intestinal organoids with a colibactin-producing pks+E. coli strain (EcC) revealed mutational signatures also found in colorectal cancer (CRC). E. coli Nissle 1917 (EcN) remains a commonly used probiotic, despite harboring the pks operon and inducing double strand DNA breaks. We determine the mutagenicity of EcN and three CRC-derived pks+E. coli strains with an analytical framework based on sequence characteristic of colibactin-induced mutations. All strains, including EcN, display varying levels of mutagenic activity. Furthermore, a machine learning approach attributing individual mutations to colibactin reveals that patients with colibactin-induced mutations are diagnosed at a younger age and that colibactin can induce a specific APC mutation. These approaches allow the sensitive detection of colibactin-induced mutations in ∼12% of CRC genomes and even in whole exome sequencing data, representing a crucial step toward pinpointing the mutagenic activity of distinct pks+E. coli strains.
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Affiliation(s)
- Axel Rosendahl Huber
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands; Institute for Research in Biomedicine (IRB Barcelona), The Barcelona Institute of Science and Technology, Carrer de Baldiri Reixac, 10, 08028 Barcelona, Spain
| | - Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands; Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany.
| | - Joske Ubels
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Charelle Boot
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Aurelia Saftien
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands; Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Mark Verheul
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Laurianne T Trabut
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Niels Groenen
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Markus van Roosmalen
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands
| | - Kyanna S Ouyang
- Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Henry Wood
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Phil Quirke
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Gerrit Meijer
- Department of Pathology, Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Edwin Cuppen
- University Medical Center Utrecht, Utrecht, the Netherlands; Hartwig Medical Foundation, Amsterdam, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands; Roche Pharmaceutical Research and Early Development, 4058 Basel, Switzerland.
| | - Ruben van Boxtel
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands; Oncode Institute, Utrecht, the Netherlands.
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2
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Nobs SP, Kolodziejczyk AA, Adler L, Horesh N, Botscharnikow C, Herzog E, Mohapatra G, Hejndorf S, Hodgetts RJ, Spivak I, Schorr L, Fluhr L, Kviatcovsky D, Zacharia A, Njuki S, Barasch D, Stettner N, Dori-Bachash M, Harmelin A, Brandis A, Mehlman T, Erez A, He Y, Ferrini S, Puschhof J, Shapiro H, Kopf M, Moussaieff A, Abdeen SK, Elinav E. Lung dendritic-cell metabolism underlies susceptibility to viral infection in diabetes. Nature 2023; 624:645-652. [PMID: 38093014 PMCID: PMC10733144 DOI: 10.1038/s41586-023-06803-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2022] [Accepted: 10/31/2023] [Indexed: 12/22/2023]
Abstract
People with diabetes feature a life-risking susceptibility to respiratory viral infection, including influenza and SARS-CoV-2 (ref. 1), whose mechanism remains unknown. In acquired and genetic mouse models of diabetes, induced with an acute pulmonary viral infection, we demonstrate that hyperglycaemia leads to impaired costimulatory molecule expression, antigen transport and T cell priming in distinct lung dendritic cell (DC) subsets, driving a defective antiviral adaptive immune response, delayed viral clearance and enhanced mortality. Mechanistically, hyperglycaemia induces an altered metabolic DC circuitry characterized by increased glucose-to-acetyl-CoA shunting and downstream histone acetylation, leading to global chromatin alterations. These, in turn, drive impaired expression of key DC effectors including central antigen presentation-related genes. Either glucose-lowering treatment or pharmacological modulation of histone acetylation rescues DC function and antiviral immunity. Collectively, we highlight a hyperglycaemia-driven metabolic-immune axis orchestrating DC dysfunction during pulmonary viral infection and identify metabolic checkpoints that may be therapeutically exploited in mitigating exacerbated disease in infected diabetics.
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Affiliation(s)
- Samuel Philip Nobs
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Aleksandra A Kolodziejczyk
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
- International Institute of Molecular and Cellular Biology, Warsaw, Poland
| | - Lital Adler
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Nir Horesh
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
- Department of General Surgery and Transplantations, Sheba Medical Center, Ramat Gan, Israel
- Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
| | | | - Ella Herzog
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Gayatree Mohapatra
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Sophia Hejndorf
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Ryan-James Hodgetts
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Igor Spivak
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Lena Schorr
- Division of Microbiome & Cancer, DKFZ, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Leviel Fluhr
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Denise Kviatcovsky
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Anish Zacharia
- The Institute for Drug Research, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Suzanne Njuki
- The Institute for Drug Research, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Dinorah Barasch
- The Institute for Drug Research, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Noa Stettner
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - Mally Dori-Bachash
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Alon Harmelin
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - Alexander Brandis
- Department of Biological Services, Weizmann Institute of Science, Rehovot, Israel
| | - Tevie Mehlman
- Department of Biological Services, Weizmann Institute of Science, Rehovot, Israel
| | - Ayelet Erez
- Department of Molecular Cell Biology, Weizmann Institute of Science, Rehovot, Israel
| | - Yiming He
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Sara Ferrini
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Jens Puschhof
- Division of Microbiome & Cancer, DKFZ, Heidelberg, Germany
| | - Hagit Shapiro
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Manfred Kopf
- Institute of Molecular Health Sciences, ETH Zurich, Zurich, Switzerland
| | - Arieh Moussaieff
- The Institute for Drug Research, Hebrew University of Jerusalem, Jerusalem, Israel
| | - Suhaib K Abdeen
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel.
| | - Eran Elinav
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel.
- Division of Microbiome & Cancer, DKFZ, Heidelberg, Germany.
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3
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Abstract
Recent evidence suggests that some human cancers may harbor low-biomass microbial ecosystems, spanning bacteria, viruses, and fungi. Bacteria, the most-studied kingdom in this context, are suggested by these studies to localize within cancer cells, immune cells and other tumor microenvironment cell types, where they are postulated to impact multiple cancer-related functions. Herein, we provide an overview of intratumoral bacteria, while focusing on intracellular bacteria, their suggested molecular activities, communication networks, host invasion and evasion strategies, and long-term colonization capacity. We highlight how the integration of sequencing-based and spatial techniques may enable the recognition of bacterial tumor niches. We discuss pitfalls, debates and challenges in decisively proving the existence and function of intratumoral microbes, while reaching a mechanistic elucidation of their impacts on tumor behavior and treatment responses. Together, a causative understanding of possible roles played by intracellular bacteria in cancer may enable their future utilization in diagnosis, patient stratification, and treatment.
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Affiliation(s)
- Lena Schorr
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Marius Mathies
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany
| | - Eran Elinav
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany.
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, 7610001, Israel.
| | - Jens Puschhof
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany.
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4
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Dougherty MW, Valdés-Mas R, Wernke KM, Gharaibeh RZ, Yang Y, Brant JO, Riva A, Muehlbauer M, Elinav E, Puschhof J, Herzon SB, Jobin C. The microbial genotoxin colibactin exacerbates mismatch repair mutations in colorectal tumors. Neoplasia 2023; 43:100918. [PMID: 37499275 PMCID: PMC10413156 DOI: 10.1016/j.neo.2023.100918] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2023] [Revised: 07/14/2023] [Accepted: 07/19/2023] [Indexed: 07/29/2023]
Abstract
Certain Enterobacteriaceae strains contain a 54-kb biosynthetic gene cluster referred to as "pks" encoding the biosynthesis of a secondary metabolite, colibactin. Colibactin-producing E. coli promote colorectal cancer (CRC) in preclinical models, and in vitro induce a specific mutational signature that is also detected in human CRC genomes. Yet, how colibactin exposure affects the mutational landscape of CRC in vivo remains unclear. Here we show that colibactin-producing E. coli-driven colonic tumors in mice have a significantly higher SBS burden and a larger percentage of these mutations can be attributed to a signature associated with mismatch repair deficiency (MMRd; SBS15), compared to tumors developed in the presence of colibactin-deficient E. coli. We found that the synthetic colibactin 742 but not an inactive analog 746 causes DNA damage and induces transcriptional activation of p53 and senescence signaling pathways in non-transformed human colonic epithelial cells. In MMRd colon cancer cells (HCT 116), chronic exposure to 742 resulted in the upregulation of BRCA1, Fanconi anemia, and MMR signaling pathways as revealed by global transcriptomic analysis. This was accompanied by increased T>N single-base substitutions (SBS) attributed to the proposed pks+E. coli signature (SBS88), reactive oxygen species (SBS17), and mismatch-repair deficiency (SBS44). A significant co-occurrence between MMRd SBS44 and pks-associated SBS88 signature was observed in a large cohort of human CRC patients (n=2,945), and significantly more SBS44 mutations were found when SBS88 was also detected. Collectively, these findings reveal the host response mechanisms underlying colibactin genotoxic activity and suggest that colibactin may exacerbate MMRd-associated mutations.
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Affiliation(s)
- Michael W Dougherty
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - Rafael Valdés-Mas
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, IL, Israel
| | - Kevin M Wernke
- Department of Chemistry, Yale University, New Haven, CT, USA
| | - Raad Z Gharaibeh
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - Ye Yang
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - Jason O Brant
- Department of Biostatistics, University of Florida College of Medicine, Gainesville, FL, USA
| | - Alberto Riva
- Bioinformatics Core, Interdisciplinary Center for Biotechnology Research, University of Florida, Gainesville, FL, USA
| | - Marcus Muehlbauer
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, USA
| | - Eran Elinav
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, IL, Israel; Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Heidelberg, DE, Germany
| | - Jens Puschhof
- Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Heidelberg, DE, Germany
| | - Seth B Herzon
- Department of Biostatistics, University of Florida College of Medicine, Gainesville, FL, USA; Departments of Pharmacology and Therapeutic Radiology, Yale University, New Haven, CT, USA
| | - Christian Jobin
- Department of Medicine, University of Florida College of Medicine, Gainesville, FL, USA; Department of Infectious Diseases and Immunology, University of Florida College of Medicine, Gainesville, FL, USA; Department of Anatomy and Cell Biology, University of Florida College of Medicine, Gainesville, FL, USA.
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5
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Yang ASP, Dutta D, Kretzschmar K, Hendriks D, Puschhof J, Hu H, Boonekamp KE, van Waardenburg Y, Chuva de Sousa Lopes SM, van Gemert GJ, de Wilt JHW, Bousema T, Clevers H, Sauerwein RW. Development of Plasmodium falciparum liver-stages in hepatocytes derived from human fetal liver organoid cultures. Nat Commun 2023; 14:4631. [PMID: 37532704 PMCID: PMC10397232 DOI: 10.1038/s41467-023-40298-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2022] [Accepted: 07/19/2023] [Indexed: 08/04/2023] Open
Abstract
Plasmodium falciparum (Pf) parasite development in liver represents the initial step of the life-cycle in the human host after a Pf-infected mosquito bite. While an attractive stage for life-cycle interruption, understanding of parasite-hepatocyte interaction is inadequate due to limitations of existing in vitro models. We explore the suitability of hepatocyte organoids (HepOrgs) for Pf-development and show that these cells permitted parasite invasion, differentiation and maturation of different Pf strains. Single-cell messenger RNA sequencing (scRNAseq) of Pf-infected HepOrg cells has identified 80 Pf-transcripts upregulated on day 5 post-infection. Transcriptional profile changes are found involving distinct metabolic pathways in hepatocytes with Scavenger Receptor B1 (SR-B1) transcripts highly upregulated. A novel functional involvement in schizont maturation is confirmed in fresh primary hepatocytes. Thus, HepOrgs provide a strong foundation for a versatile in vitro model for Pf liver-stages accommodating basic biological studies and accelerated clinical development of novel tools for malaria control.
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Affiliation(s)
- Annie S P Yang
- Radboud Center of Infectious Diseases, Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, the Netherlands.
| | - Devanjali Dutta
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- Merus, Utrecht, the Netherlands
| | - Kai Kretzschmar
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- Mildred Scheel Early Career Centre (MSNZ) for Cancer Research Würzburg, University Hospital Würzburg, Würzburg, Germany
| | - Delilah Hendriks
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- Microbiome and Cancer Devision, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Huili Hu
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- The Research Center of Stem Cell and Regenerative Medicine, Department of Systems Biomedicine, School of Basic Medical Sciences, Cheeloo College of Medicine, Shandong University, Jinan, China
| | - Kim E Boonekamp
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- Signaling and Functional Genomics Devision, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120, Heidelberg, Germany
| | - Youri van Waardenburg
- Radboud Center of Infectious Diseases, Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, the Netherlands
| | | | - Geert-Jan van Gemert
- Radboud Center of Infectious Diseases, Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Johannes H W de Wilt
- Department of Surgery, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Teun Bousema
- Radboud Center of Infectious Diseases, Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences, Utrecht, The Netherlands.
- Oncode Institute, Utrecht, The Netherlands.
- Princess Maxima Center (PMC) for Pediatric Oncology, Utrecht, the Netherlands.
- Pharma, Research and Early Development (pRED) of F. Hoffmann-La Roche Ltd, Basel, Switzerland.
| | - Robert W Sauerwein
- Radboud Center of Infectious Diseases, Department of Medical Microbiology, Radboud University Medical Center, Nijmegen, the Netherlands.
- TropIQ Health Sciences, Nijmegen, the Netherlands.
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6
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Abstract
The microbiome may impact cancer development, progression and treatment responsiveness, but its fungal components remain insufficiently studied in this context. In this review, we highlight accumulating evidence suggesting a possible involvement of commensal and pathogenic fungi in modulation of cancer-related processes. We discuss the mechanisms by which fungi can influence tumour biology, locally by activity exerted within the tumour microenvironment, or remotely through secretion of bioactive metabolites, modulation of host immunity and communications with neighbouring bacterial commensals. We examine prospects of utilising fungi-related molecular signatures in cancer diagnosis, patient stratification and assessment of treatment responsiveness, while highlighting challenges and limitations faced in performing such research. In all, we demonstrate that fungi likely constitute important members of mucosal and tumour-residing microbiomes. Exploration of fungal inter-kingdom interactions with the bacterial microbiome and the host and decoding of their causal impacts on tumour biology may enable their harnessing into cancer diagnosis and treatment.
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Affiliation(s)
- Aurelia Saftien
- Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Jens Puschhof
- Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Eran Elinav
- Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Heidelberg, Germany
- Department of Systems Immunology, Weizmann Institute of Science, Rehovot, Israel
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7
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Zheng D, Mohapatra G, Kern L, He Y, Shmueli MD, Valdés-Mas R, Kolodziejczyk AA, Próchnicki T, Vasconcelos MB, Schorr L, Hertel F, Lee YS, Rufino MC, Ceddaha E, Shimshy S, Hodgetts RJ, Dori-Bachash M, Kleimeyer C, Goldenberg K, Heinemann M, Stettner N, Harmelin A, Shapiro H, Puschhof J, Chen M, Flavell RA, Latz E, Merbl Y, Abdeen SK, Elinav E. Epithelial Nlrp10 inflammasome mediates protection against intestinal autoinflammation. Nat Immunol 2023; 24:585-594. [PMID: 36941399 DOI: 10.1038/s41590-023-01450-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 02/06/2023] [Indexed: 03/23/2023]
Abstract
Unlike other nucleotide oligomerization domain-like receptors, Nlrp10 lacks a canonical leucine-rich repeat domain, suggesting that it is incapable of signal sensing and inflammasome formation. Here we show that mouse Nlrp10 is expressed in distal colonic intestinal epithelial cells (IECs) and modulated by the intestinal microbiome. In vitro, Nlrp10 forms an Apoptosis-associated speck-like protein containing a caspase-recruitment domain (ASC)-dependent, m-3M3FBS-activated, polyinosinic:polycytidylic acid-modulated inflammasome driving interleukin-1β and interleukin-18 secretion. In vivo, Nlrp10 signaling is dispensable during steady state but becomes functional during autoinflammation in antagonizing mucosal damage. Importantly, whole-body or conditional IEC Nlrp10 depletion leads to reduced IEC caspase-1 activation, coupled with enhanced susceptibility to dextran sodium sulfate-induced colitis, mediated by altered inflammatory and healing programs. Collectively, understanding Nlrp10 inflammasome-dependent and independent activity, regulation and possible human relevance might facilitate the development of new innate immune anti-inflammatory interventions.
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Affiliation(s)
- Danping Zheng
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Gayatree Mohapatra
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Lara Kern
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Yiming He
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Merav D Shmueli
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Rafael Valdés-Mas
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | | | - Tomasz Próchnicki
- Institute of Innate Immunity, Medical Faculty, University of Bonn, Bonn, Germany
| | | | - Lena Schorr
- Division of Cancer-Microbiome Research, German Cancer Research Center, Heidelberg, Germany
- Faculty of Biosciences, Heidelberg University, Heidelberg, Germany
| | - Franziska Hertel
- Division of Cancer-Microbiome Research, German Cancer Research Center, Heidelberg, Germany
| | - Ye Seul Lee
- Division of Cancer-Microbiome Research, German Cancer Research Center, Heidelberg, Germany
| | | | - Emmanuelle Ceddaha
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Sandy Shimshy
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Ryan James Hodgetts
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
- Lydia Becker Institute of Immunology and Inflammation, Faculty of Biology, Medicine and Health, University of Manchester, Manchester, UK
| | - Mally Dori-Bachash
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Christian Kleimeyer
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Kim Goldenberg
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Melina Heinemann
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Noa Stettner
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - Alon Harmelin
- Department of Veterinary Resources, Weizmann Institute of Science, Rehovot, Israel
| | - Hagit Shapiro
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Jens Puschhof
- Division of Cancer-Microbiome Research, German Cancer Research Center, Heidelberg, Germany
| | - Minhu Chen
- Department of Gastroenterology, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Richard A Flavell
- Department of Immunobiology, Yale University School of Medicine, New Haven, CT, USA
- Howard Hughes Medical Institute, Yale University School of Medicine, New Haven, CT, USA
| | - Eicke Latz
- Institute of Innate Immunity, Medical Faculty, University of Bonn, Bonn, Germany
| | - Yifat Merbl
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel
| | - Suhaib K Abdeen
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel.
| | - Eran Elinav
- Systems Immunology Department, Weizmann Institute of Science, Rehovot, Israel.
- Division of Cancer-Microbiome Research, German Cancer Research Center, Heidelberg, Germany.
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8
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Dekkers JF, Alieva M, Cleven A, Keramati F, Wezenaar AKL, van Vliet EJ, Puschhof J, Brazda P, Johanna I, Meringa AD, Rebel HG, Buchholz MB, Barrera Román M, Zeeman AL, de Blank S, Fasci D, Geurts MH, Cornel AM, Driehuis E, Millen R, Straetemans T, Nicolasen MJT, Aarts-Riemens T, Ariese HCR, Johnson HR, van Ineveld RL, Karaiskaki F, Kopper O, Bar-Ephraim YE, Kretzschmar K, Eggermont AMM, Nierkens S, Wehrens EJ, Stunnenberg HG, Clevers H, Kuball J, Sebestyen Z, Rios AC. Uncovering the mode of action of engineered T cells in patient cancer organoids. Nat Biotechnol 2023; 41:60-69. [PMID: 35879361 PMCID: PMC9849137 DOI: 10.1038/s41587-022-01397-w] [Citation(s) in RCA: 45] [Impact Index Per Article: 45.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2021] [Accepted: 06/14/2022] [Indexed: 01/22/2023]
Abstract
Extending the success of cellular immunotherapies against blood cancers to the realm of solid tumors will require improved in vitro models that reveal therapeutic modes of action at the molecular level. Here we describe a system, called BEHAV3D, developed to study the dynamic interactions of immune cells and patient cancer organoids by means of imaging and transcriptomics. We apply BEHAV3D to live-track >150,000 engineered T cells cultured with patient-derived, solid-tumor organoids, identifying a 'super engager' behavioral cluster comprising T cells with potent serial killing capacity. Among other T cell concepts we also study cancer metabolome-sensing engineered T cells (TEGs) and detect behavior-specific gene signatures that include a group of 27 genes with no previously described T cell function that are expressed by super engager killer TEGs. We further show that type I interferon can prime resistant organoids for TEG-mediated killing. BEHAV3D is a promising tool for the characterization of behavioral-phenotypic heterogeneity of cellular immunotherapies and may support the optimization of personalized solid-tumor-targeting cell therapies.
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Affiliation(s)
- Johanna F Dekkers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Maria Alieva
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Astrid Cleven
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Farid Keramati
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Amber K L Wezenaar
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Esmée J van Vliet
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany
| | - Peter Brazda
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Inez Johanna
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Angelo D Meringa
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Heggert G Rebel
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Maj-Britt Buchholz
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Mario Barrera Román
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Amber L Zeeman
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Sam de Blank
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Domenico Fasci
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Maarten H Geurts
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Annelisa M Cornel
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Else Driehuis
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Rosemary Millen
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Trudy Straetemans
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Department of Hematology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Mara J T Nicolasen
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Tineke Aarts-Riemens
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Hendrikus C R Ariese
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Hannah R Johnson
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Ravian L van Ineveld
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Froso Karaiskaki
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Oded Kopper
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Yotam E Bar-Ephraim
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | - Kai Kretzschmar
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Mildred Scheel Early Career Center for Cancer Research Würzburg, University Hospital Würzburg, MSNZ/IZKF, Wurzburg, Germany
| | - Alexander M M Eggermont
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- University Medical Center Utrecht, Utrecht, the Netherlands
- Comprehensive Cancer Center München, Munich, Germany
| | - Stefan Nierkens
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Ellen J Wehrens
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
| | | | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center Utrecht, Utrecht, the Netherlands
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
- Oncode Institute, Utrecht, the Netherlands
- Pharma, Research and Early Development, F. Hoffmann-La Roche Ltd, Basel, Switzerland
| | - Jürgen Kuball
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
- Department of Hematology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Zsolt Sebestyen
- Center for Translational Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Anne C Rios
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands.
- Oncode Institute, Utrecht, the Netherlands.
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9
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Abstract
Unexpected members of the gut microbiota produce diverse host cell genotoxins.
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Affiliation(s)
- Jens Puschhof
- Microbiome and Cancer Division, German Cancer Research Center, Heidelberg, Germany
| | - Cynthia L Sears
- Departments of Medicine and Oncology, Johns Hopkins University School of Medicine, Baltimore, MD, USA
- TheBloomberg∼Kimmel Institute for Cancer Immunotherapy, Johns Hopkins University School of Medicine, Baltimore, MD, USA
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10
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Wang Z, Boretto M, Millen R, Natesh N, Reckzeh ES, Hsu C, Negrete M, Yao H, Quayle W, Heaton BE, Harding AT, Bose S, Driehuis E, Beumer J, Rivera GO, van Ineveld RL, Gex D, DeVilla J, Wang D, Puschhof J, Geurts MH, Yeung A, Hamele C, Smith A, Bankaitis E, Xiang K, Ding S, Nelson D, Delubac D, Rios A, Abi-Hachem R, Jang D, Goldstein BJ, Glass C, Heaton NS, Hsu D, Clevers H, Shen X. Rapid tissue prototyping with micro-organospheres. Stem Cell Reports 2022; 17:1959-1975. [PMID: 35985334 PMCID: PMC9481922 DOI: 10.1016/j.stemcr.2022.07.016] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Revised: 07/22/2022] [Accepted: 07/23/2022] [Indexed: 12/22/2022] Open
Abstract
In vitro tissue models hold great promise for modeling diseases and drug responses. Here, we used emulsion microfluidics to form micro-organospheres (MOSs), which are droplet-encapsulated miniature three-dimensional (3D) tissue models that can be established rapidly from patient tissues or cells. MOSs retain key biological features and responses to chemo-, targeted, and radiation therapies compared with organoids. The small size and large surface-to-volume ratio of MOSs enable various applications including quantitative assessment of nutrient dependence, pathogen-host interaction for anti-viral drug screening, and a rapid potency assay for chimeric antigen receptor (CAR)-T therapy. An automated MOS imaging pipeline combined with machine learning overcomes plating variation, distinguishes tumorspheres from stroma, differentiates cytostatic versus cytotoxic drug effects, and captures resistant clones and heterogeneity in drug response. This pipeline is capable of robust assessments of drug response at individual-tumorsphere resolution and provides a rapid and high-throughput therapeutic profiling platform for precision medicine.
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Affiliation(s)
- Zhaohui Wang
- Woo Center for Big Data and Precision Health, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Matteo Boretto
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Rosemary Millen
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Naveen Natesh
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Elena S Reckzeh
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Carolyn Hsu
- College of Arts and Sciences, University of Chapel Hill, Chapel Hill, NC, USA
| | - Marcos Negrete
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Haipei Yao
- Biology Department, Trinity School of Arts and Sciences, Duke University, Durham, NC, USA
| | | | - Brook E Heaton
- Department of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, USA
| | - Alfred T Harding
- Department of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, USA
| | - Shree Bose
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Else Driehuis
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Joep Beumer
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Grecia O Rivera
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Ravian L van Ineveld
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 Utrecht, the Netherlands; Cancer Genomics Netherlands, Oncode Institute, 3584 Utrecht, the Netherlands
| | | | | | - Daisong Wang
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Jens Puschhof
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands; Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Maarten H Geurts
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands
| | - Athena Yeung
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Cait Hamele
- Department of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, USA
| | | | | | - Kun Xiang
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA
| | - Shengli Ding
- Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA; Xilis, Inc., Durham, NC, USA
| | | | | | - Anne Rios
- Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 Utrecht, the Netherlands
| | - Ralph Abi-Hachem
- Department of Head and Neck Surgery and Communication Sciences, School of Medicine, Duke University, Durham, NC, USA
| | - David Jang
- Department of Head and Neck Surgery and Communication Sciences, School of Medicine, Duke University, Durham, NC, USA
| | - Bradley J Goldstein
- Department of Head and Neck Surgery and Communication Sciences, School of Medicine, Duke University, Durham, NC, USA
| | - Carolyn Glass
- Department of Pathology, School of Medicine, Duke University, Durham, NC, USA
| | - Nicholas S Heaton
- Department of Molecular Genetics and Microbiology, School of Medicine, Duke University, Durham, NC, USA
| | - David Hsu
- Division of Medical Oncology, Duke Cancer Institute, Duke University, Durham, NC, USA.
| | - Hans Clevers
- Oncode, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and University Medical Center (UMC) Utrecht, Uppsalalaan 8, 3584 CT Utrecht, the Netherlands; Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 Utrecht, the Netherlands.
| | - Xiling Shen
- Woo Center for Big Data and Precision Health, Pratt School of Engineering, Duke University, Durham, NC, USA; Department of Biomedical Engineering, Pratt School of Engineering, Duke University, Durham, NC, USA; Terasaki Institute, Los Angeles, CA, USA.
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11
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Allen J, Rosendahl Huber A, Pleguezuelos-Manzano C, Puschhof J, Wu S, Wu X, Boot C, Saftien A, O’Hagan HM, Wang H, van Boxtel R, Clevers H, Sears CL. Colon Tumors in Enterotoxigenic Bacteroides fragilis (ETBF)-Colonized Mice Do Not Display a Unique Mutational Signature but Instead Possess Host-Dependent Alterations in the APC Gene. Microbiol Spectr 2022; 10:e0105522. [PMID: 35587635 PMCID: PMC9241831 DOI: 10.1128/spectrum.01055-22] [Citation(s) in RCA: 14] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2022] [Accepted: 03/31/2022] [Indexed: 12/13/2022] Open
Abstract
Enterotoxigenic Bacteroides fragilis (ETBF) is consistently found at higher frequency in individuals with sporadic and hereditary colorectal cancer (CRC) and induces tumorigenesis in several mouse models of CRC. However, whether specific mutations induced by ETBF lead to colon tumor formation has not been investigated. To determine if ETBF-induced mutations impact the Apc gene, and other tumor suppressors or proto-oncogenes, we performed whole-exome sequencing and whole-genome sequencing on tumors isolated after ETBF and sham colonization of Apcmin/+ and Apcmin/+Msh2fl/flVC mice, as well as whole-genome sequencing of organoids cocultured with ETBF. Our results indicate that ETBF-induced tumor formation results from loss of heterozygosity (LOH) of Apc, unless the mismatch repair system is disrupted, in which case, tumor formation results from new acquisition of protein-truncating mutations in Apc. In contrast to polyketide synthase-positive Escherichia coli (pks+ E. coli), ETBF does not produce a unique mutational signature; instead, ETBF-induced tumors arise from errors in DNA mismatch repair and homologous recombination DNA damage repair, established pathways of tumor formation in the colon, and the same genetic mechanism accounting for sham tumors in these mouse models. Our analysis informs how this procarcinogenic bacterium may promote tumor formation in individuals with inherited predispositions to CRC, such as Lynch syndrome or familial adenomatous polyposis (FAP). IMPORTANCE Many studies have shown that microbiome composition in both the mucosa and the stool differs in individuals with sporadic and hereditary colorectal cancer (CRC). Both human and mouse models have established a strong association between particular microbes and colon tumor induction. However, the genetic mechanisms underlying putative microbe-induced colon tumor formation are not well established. In this paper, we applied whole-exome sequencing and whole-genome sequencing to investigate the impact of ETBF-induced genetic changes on tumor formation. Additionally, we performed whole-genome sequencing of human colon organoids exposed to ETBF to validate the mutational patterns seen in our mouse models and begin to understand their relevance in human colon epithelial cells. The results of this study highlight the importance of ETBF colonization in the development of sporadic CRC and in individuals with hereditary tumor conditions, such as Lynch syndrome and familial adenomatous polyposis (FAP).
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Affiliation(s)
- Jawara Allen
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Axel Rosendahl Huber
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Shaoguang Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Xinqun Wu
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
| | - Charelle Boot
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - Aurelia Saftien
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - Heather M. O’Hagan
- Medical Sciences Program, Indiana University School of Medicine, Bloomington, Indiana, USA
- Indiana University Melvin and Bren Simon Comprehensive Cancer Center, Indianapolis, Indiana, USA
- Cell, Molecular and Cancer Biology Program, Indiana University School of Medicine, Bloomington, Indiana, USA
| | - Hao Wang
- Division of Biostatistics and Bioinformatics, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
| | - Ruben van Boxtel
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Cynthia L. Sears
- Department of Medicine, Johns Hopkins University School of Medicine, Baltimore, Maryland, USA
- Department of Oncology, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
- Bloomberg-Kimmel Institute for Cancer Immunotherapy, Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
- Sidney Kimmel Comprehensive Cancer Center, Johns Hopkins Medicine Institutions, Baltimore, Maryland, USA
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12
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Beumer J, Puschhof J, Yengej FY, Zhao L, Martinez-Silgado A, Blotenburg M, Begthel H, Boot C, van Oudenaarden A, Chen YG, Clevers H. BMP gradient along the intestinal villus axis controls zonated enterocyte and goblet cell states. Cell Rep 2022; 38:110438. [PMID: 35235783 DOI: 10.1016/j.celrep.2022.110438] [Citation(s) in RCA: 33] [Impact Index Per Article: 16.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/01/2021] [Revised: 12/15/2021] [Accepted: 02/03/2022] [Indexed: 12/11/2022] Open
Abstract
Intestinal epithelial cells derive from stem cells at the crypt base and travel along the crypt-villus axis to die at the villus tip. The two dominant villus epithelial cell types, absorptive enterocytes and mucous-secreting goblet cells, are mature when they exit crypts. Murine enterocytes switch functional cell states during migration along the villus. Here, we ask whether this zonation is driven by the bone morphogenetic protein (BMP) gradient, which increases toward the villus. Using human intestinal organoids, we show that BMP signaling controls the expression of zonated genes in enterocytes. We find that goblet cells display similar zonation involving antimicrobial genes. Using an inducible Bmpr1a knockout mouse model, we confirm that BMP controls these zonated genes in vivo. Our findings imply that local manipulation of BMP signal strength may be used to reset the enterocyte "rheostat" of carbohydrate versus lipid uptake and to control the antimicrobial response through goblet cells.
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Affiliation(s)
- Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; Microbiome and Cancer Division, German Cancer Research Center (DKFZ), Im Neuenheimer Feld 280, 69120 Heidelberg, Germany
| | - Fjodor Yousef Yengej
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Department of Nephrology and Hypertension, University Medical Center Utrecht, 3584 CX Utrecht, the Netherlands
| | - Lianzheng Zhao
- State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Adriana Martinez-Silgado
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Marloes Blotenburg
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Harry Begthel
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Charelle Boot
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Alexander van Oudenaarden
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Ye-Guang Chen
- State Key Laboratory of Membrane Biology, Tsinghua-Peking Center for Life Sciences, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands.
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13
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van der Linden FH, Mahlandt EK, Arts JJG, Beumer J, Puschhof J, de Man SMA, Chertkova AO, Ponsioen B, Clevers H, van Buul JD, Postma M, Gadella TWJ, Goedhart J. A turquoise fluorescence lifetime-based biosensor for quantitative imaging of intracellular calcium. Nat Commun 2021; 12:7159. [PMID: 34887382 PMCID: PMC8660884 DOI: 10.1038/s41467-021-27249-w] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2021] [Accepted: 11/10/2021] [Indexed: 11/08/2022] Open
Abstract
The most successful genetically encoded calcium indicators (GECIs) employ an intensity or ratiometric readout. Despite a large calcium-dependent change in fluorescence intensity, the quantification of calcium concentrations with GECIs is problematic, which is further complicated by the sensitivity of all GECIs to changes in the pH in the biological range. Here, we report on a sensing strategy in which a conformational change directly modifies the fluorescence quantum yield and fluorescence lifetime of a circular permutated turquoise fluorescent protein. The fluorescence lifetime is an absolute parameter that enables straightforward quantification, eliminating intensity-related artifacts. An engineering strategy that optimizes lifetime contrast led to a biosensor that shows a 3-fold change in the calcium-dependent quantum yield and a fluorescence lifetime change of 1.3 ns. We dub the biosensor Turquoise Calcium Fluorescence LIfeTime Sensor (Tq-Ca-FLITS). The response of the calcium sensor is insensitive to pH between 6.2-9. As a result, Tq-Ca-FLITS enables robust measurements of intracellular calcium concentrations by fluorescence lifetime imaging. We demonstrate quantitative imaging of calcium concentrations with the turquoise GECI in single endothelial cells and human-derived organoids.
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Affiliation(s)
- Franka H van der Linden
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Eike K Mahlandt
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Janine J G Arts
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
- Department of Molecular Hematology at Sanquin Research and Landsteiner Laboratory, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Joep Beumer
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, The Netherlands
| | - Jens Puschhof
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, The Netherlands
| | - Saskia M A de Man
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Anna O Chertkova
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Bas Ponsioen
- Center for Molecular Medicine, Oncode Institute, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Hans Clevers
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, The Netherlands
| | - Jaap D van Buul
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
- Department of Molecular Hematology at Sanquin Research and Landsteiner Laboratory, Academic Medical Centre, University of Amsterdam, Amsterdam, The Netherlands
| | - Marten Postma
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Theodorus W J Gadella
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands
| | - Joachim Goedhart
- Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, Swammerdam Institute for Life Sciences, University of Amsterdam, Amsterdam, The Netherlands.
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14
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Puschhof J, Pleguezuelos-Manzano C, Martinez-Silgado A, Akkerman N, Saftien A, Boot C, de Waal A, Beumer J, Dutta D, Heo I, Clevers H. Intestinal organoid cocultures with microbes. Nat Protoc 2021; 16:4633-4649. [PMID: 34381208 DOI: 10.1038/s41596-021-00589-z] [Citation(s) in RCA: 76] [Impact Index Per Article: 25.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2021] [Accepted: 06/14/2021] [Indexed: 12/12/2022]
Abstract
Adult-stem-cell-derived organoids model human epithelial tissues ex vivo, which enables the study of host-microbe interactions with great experimental control. This protocol comprises methods to coculture organoids with microbes, particularly focusing on human small intestinal and colon organoids exposed to individual bacterial species. Microinjection into the lumen and periphery of 3D organoids is discussed, as well as exposure of organoids to microbes in a 2D layer. We provide detailed protocols for characterizing the coculture with regard to bacterial and organoid cell viability and growth kinetics. Spatial relationships can be studied by fluorescence live microscopy, as well as scanning electron microscopy. Finally, we discuss considerations for assessing the impact of bacteria on gene expression and mutations through RNA and DNA sequencing. This protocol requires equipment for standard mammalian tissue culture, or bacterial or viral culture, as well as a microinjection device.
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Affiliation(s)
- Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Adriana Martinez-Silgado
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Ninouk Akkerman
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Aurelia Saftien
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Charelle Boot
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Amy de Waal
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Devanjali Dutta
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
- Laboratory of Stem Cell Bioengineering, Institute of Bioengineering, School of Life Sciences (SV), École Polytechnique Fédérale de Lausanne (EPFL), Lausanne, Switzerland
| | - Inha Heo
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
- Janssen Pharmaceutica N.V., Beerse, Belgium
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands.
- Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands.
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15
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Puschhof J, Pleguezuelos-Manzano C, Clevers H. Organoids and organs-on-chips: Insights into human gut-microbe interactions. Cell Host Microbe 2021; 29:867-878. [PMID: 34111395 DOI: 10.1016/j.chom.2021.04.002] [Citation(s) in RCA: 63] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/26/2021] [Revised: 03/04/2021] [Accepted: 04/05/2021] [Indexed: 12/22/2022]
Abstract
The important and diverse roles of the gut microbiota in human health and disease are increasingly recognized. The difficulty of inferring causation from metagenomic microbiome sequencing studies and from mouse-human interspecies differences has prompted the development of sophisticated in vitro models of human gut-microbe interactions. Here, we review recent advances in the co-culture of microbes with intestinal and colonic epithelia, comparing the rapidly developing fields of organoids and organs-on-chips with other standard models. We describe how specific individual processes by which microbes and epithelia interact can be recapitulated in vitro. Using examples of bacterial, viral, and parasitic infections, we highlight the advantages of each culture model and discuss current trends and future possibilities to build more complex co-cultures.
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Affiliation(s)
- Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
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16
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Rosendahl Huber A, Pleguezuelos-Manzano C, Puschhof J. A bacterial mutational footprint in colorectal cancer genomes. Br J Cancer 2021; 124:1751-1753. [PMID: 33742142 PMCID: PMC8144397 DOI: 10.1038/s41416-021-01273-5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 01/06/2021] [Accepted: 01/11/2021] [Indexed: 12/18/2022] Open
Abstract
Changes in the microbiome are associated with the development of colorectal cancer, but causal explanations have been lacking. We recently demonstrated that pks+ Escherichia coli induce a specific mutational pattern using intestinal organoids and these mutations are present in the genomes of colorectal cancer. This finding warrants further studies on the microbial role in oncogenic mutation induction, cancer development and future preventive strategies.
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Affiliation(s)
- Axel Rosendahl Huber
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
- Oncode Institute, Hubrecht Institute, Utrecht, The Netherlands.
| | - Cayetano Pleguezuelos-Manzano
- Oncode Institute, Hubrecht Institute, Utrecht, The Netherlands.
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands.
| | - Jens Puschhof
- Oncode Institute, Hubrecht Institute, Utrecht, The Netherlands.
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands.
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17
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Puschhof J, Post Y, Beumer J, Kerkkamp HM, Bittenbinder M, Vonk FJ, Casewell NR, Richardson MK, Clevers H. Derivation of snake venom gland organoids for in vitro venom production. Nat Protoc 2021; 16:1494-1510. [PMID: 33504990 DOI: 10.1038/s41596-020-00463-4] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2020] [Accepted: 11/12/2020] [Indexed: 11/09/2022]
Abstract
More than 400,000 people each year suffer adverse effects following bites from venomous snakes. However, snake venom is also a rich source of bioactive molecules with known or potential therapeutic applications. Manually 'milking' snakes is the most common method to obtain venom. Safer alternative methods to produce venom would facilitate the production of both antivenom and novel therapeutics. This protocol describes the generation, maintenance and selected applications of snake venom gland organoids. Snake venom gland organoids are 3D culture models that can be derived within days from embryonic or adult venom gland tissues from several snake species and can be maintained long-term (we have cultured some organoids for more than 2 years). We have successfully used the protocol with glands from late-stage embryos and recently deceased adult snakes. The cellular heterogeneity of the venom gland is maintained in the organoids, and cell type composition can be controlled through changes in media composition. We describe in detail how to derive and grow the organoids, how to dissociate them into single cells, and how to cryopreserve and differentiate them into toxin-producing organoids. We also provide guidance on useful downstream assays, specifically quantitative real-time PCR, bulk and single-cell RNA sequencing, immunofluorescence, immunohistochemistry, fluorescence in situ hybridization, scanning and transmission electron microscopy and genetic engineering. This stepwise protocol can be performed in any laboratory with tissue culture equipment and enables studies of venom production, differentiation and cellular heterogeneity.
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Affiliation(s)
- Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands.,Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Yorick Post
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands.,Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands.,Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands
| | - Harald M Kerkkamp
- Naturalis Biodiversity Center, Leiden, the Netherlands.,Institute of Biology Leiden, Department of Animal Science and Health, Leiden, the Netherlands
| | - Matyas Bittenbinder
- Naturalis Biodiversity Center, Leiden, the Netherlands.,Amsterdam Institute for Molecules Medicines and Systems, Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Faculty of Sciences, Vrije Universiteit Amsterdam, Amsterdam, the Netherlands
| | - Freek J Vonk
- Naturalis Biodiversity Center, Leiden, the Netherlands
| | - Nicholas R Casewell
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool, UK
| | - Michael K Richardson
- Institute of Biology Leiden, Department of Animal Science and Health, Leiden, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, the Netherlands. .,Oncode Institute, Hubrecht Institute, Utrecht, the Netherlands.
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18
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Pleguezuelos‐Manzano C, Puschhof J, van den Brink S, Geurts V, Beumer J, Clevers H. Establishment and Culture of Human Intestinal Organoids Derived from Adult Stem Cells. Curr Protoc Immunol 2020; 130:e106. [PMID: 32940424 PMCID: PMC9285512 DOI: 10.1002/cpim.106] [Citation(s) in RCA: 60] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
Abstract
Human intestinal organoids derived from adult stem cells are miniature ex vivo versions of the human intestinal epithelium. Intestinal organoids are useful tools for the study of intestinal physiology as well as many disease conditions. These organoids present numerous advantages compared to immortalized cell lines, but working with them requires dedicated techniques. The protocols described in this article provide a basic guide to establishment and maintenance of human intestinal organoids derived from small intestine and colon biopsies. Additionally, this article provides an overview of several downstream applications of human intestinal organoids. © 2020 The Authors. Basic Protocol 1: Establishment of human small intestine and colon organoid cultures from fresh biopsies Basic Protocol 2: Mechanical splitting, passage, and expansion of human intestinal organoids Alternate Protocol: Differentiation of human intestinal organoids Basic Protocol 3: Cryopreservation and thawing of human intestinal organoids Basic Protocol 4: Immunofluorescence staining of human intestinal organoids Basic Protocol 5: Generation of single-cell clonal intestinal organoid cultures Support Protocol 1: Production of Wnt3A conditioned medium Support Protocol 2: Production of Rspo1 conditioned medium Support Protocol 3: Extraction of RNA from intestinal organoid cultures.
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Affiliation(s)
- Cayetano Pleguezuelos‐Manzano
- Hubrecht InstituteRoyal Netherlands Academy of Arts and Sciences (KNAW) and UMC UtrechtUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Jens Puschhof
- Hubrecht InstituteRoyal Netherlands Academy of Arts and Sciences (KNAW) and UMC UtrechtUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Stieneke van den Brink
- Hubrecht InstituteRoyal Netherlands Academy of Arts and Sciences (KNAW) and UMC UtrechtUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Veerle Geurts
- Hubrecht InstituteRoyal Netherlands Academy of Arts and Sciences (KNAW) and UMC UtrechtUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Joep Beumer
- Hubrecht InstituteRoyal Netherlands Academy of Arts and Sciences (KNAW) and UMC UtrechtUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
| | - Hans Clevers
- Hubrecht InstituteRoyal Netherlands Academy of Arts and Sciences (KNAW) and UMC UtrechtUtrechtThe Netherlands
- Oncode InstituteUtrechtThe Netherlands
- The Princess Maxima Center for Pediatric OncologyUtrechtThe Netherlands
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19
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Miao Y, Ha A, de Lau W, Yuki K, Santos AJM, You C, Geurts MH, Puschhof J, Pleguezuelos-Manzano C, Peng WC, Senlice R, Piani C, Buikema JW, Gbenedio OM, Vallon M, Yuan J, de Haan S, Hemrika W, Rösch K, Dang LT, Baker D, Ott M, Depeille P, Wu SM, Drost J, Nusse R, Roose JP, Piehler J, Boj SF, Janda CY, Clevers H, Kuo CJ, Garcia KC. Next-Generation Surrogate Wnts Support Organoid Growth and Deconvolute Frizzled Pleiotropy In Vivo. Cell Stem Cell 2020; 27:840-851.e6. [PMID: 32818433 DOI: 10.1016/j.stem.2020.07.020] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/19/2019] [Revised: 05/02/2020] [Accepted: 07/29/2020] [Indexed: 12/15/2022]
Abstract
Modulation of Wnt signaling has untapped potential in regenerative medicine due to its essential functions in stem cell homeostasis. However, Wnt lipidation and Wnt-Frizzled (Fzd) cross-reactivity have hindered translational Wnt applications. Here, we designed and engineered water-soluble, Fzd subtype-specific "next-generation surrogate" (NGS) Wnts that hetero-dimerize Fzd and Lrp6. NGS Wnt supports long-term expansion of multiple different types of organoids, including kidney, colon, hepatocyte, ovarian, and breast. NGS Wnts are superior to Wnt3a conditioned media in organoid expansion and single-cell organoid outgrowth. Administration of Fzd subtype-specific NGS Wnt in vivo reveals that adult intestinal crypt proliferation can be promoted by agonism of Fzd5 and/or Fzd8 receptors, while a broad spectrum of Fzd receptors can induce liver zonation. Thus, NGS Wnts offer a unified organoid expansion protocol and a laboratory "tool kit" for dissecting the functions of Fzd subtypes in stem cell biology.
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Affiliation(s)
- Yi Miao
- Department of Molecular and Cellular Physiology, Department of Structural Biology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Andrew Ha
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA; Department of Biology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Wim de Lau
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Kanako Yuki
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - António J M Santos
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Changjiang You
- Division of Biophysics, Department of Biology, University of Osnabrück, 49076 Osnabrück, Germany
| | - Maarten H Geurts
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Jens Puschhof
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands
| | | | - Weng Chuan Peng
- Howard Hughes Medical Institute, Department of Developmental Biology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA; Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Ramazan Senlice
- Foundation Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Carol Piani
- Foundation Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Jan W Buikema
- Department of Cardiology, University Medical Center Utrecht & Utrecht Regenerative Medicine Center, Utrecht University, 3508 GA Utrecht, the Netherlands
| | | | - Mario Vallon
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jenny Yuan
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Sanne de Haan
- Oncode Institute, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Wieger Hemrika
- U-Protein Express BV, Yalelaan 62, 3584 CM Utrecht, the Netherlands
| | - Kathrin Rösch
- Gladstone Institutes and Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Luke T Dang
- Department of Biochemistry, Institute for Protein Design and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98105, USA
| | - David Baker
- Department of Biochemistry, Institute for Protein Design and Howard Hughes Medical Institute, University of Washington, Seattle, WA 98105, USA
| | - Melanie Ott
- Gladstone Institutes and Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Philippe Depeille
- Department of Cardiology, University Medical Center Utrecht & Utrecht Regenerative Medicine Center, Utrecht University, 3508 GA Utrecht, the Netherlands
| | - Sean M Wu
- Division of Cardiovascular Medicine, Department of Medicine, Cardiovascular Institute and Institute of Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jarno Drost
- Oncode Institute, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Roeland Nusse
- Howard Hughes Medical Institute, Department of Developmental Biology, Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Jeroen P Roose
- Department of Anatomy, University of California, San Francisco, San Francisco, CA, USA
| | - Jacob Piehler
- Division of Biophysics, Department of Biology, University of Osnabrück, 49076 Osnabrück, Germany
| | - Sylvia F Boj
- Foundation Hubrecht Organoid Technology (HUB), Utrecht, the Netherlands
| | - Claudia Y Janda
- Princess Máxima Center for Pediatric Oncology, Utrecht, the Netherlands
| | - Hans Clevers
- Oncode Institute, Hubrecht Institute, University Medical Centre Utrecht, Utrecht, the Netherlands; Oncode Institute, Princess Máxima Center for Pediatric Oncology, Heidelberglaan 25, 3584 CS Utrecht, the Netherlands
| | - Calvin J Kuo
- Department of Medicine, Division of Hematology, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - K Christopher Garcia
- Department of Molecular and Cellular Physiology, Department of Structural Biology, Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA 94305, USA.
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20
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Beumer J, Puschhof J, Bauzá-Martinez J, Martínez-Silgado A, Elmentaite R, James KR, Ross A, Hendriks D, Artegiani B, Busslinger GA, Ponsioen B, Andersson-Rolf A, Saftien A, Boot C, Kretzschmar K, Geurts MH, Bar-Ephraim YE, Pleguezuelos-Manzano C, Post Y, Begthel H, van der Linden F, Lopez-Iglesias C, van de Wetering WJ, van der Linden R, Peters PJ, Heck AJR, Goedhart J, Snippert H, Zilbauer M, Teichmann SA, Wu W, Clevers H. High-Resolution mRNA and Secretome Atlas of Human Enteroendocrine Cells. Cell 2020; 182:1062-1064. [PMID: 32822568 DOI: 10.1016/j.cell.2020.08.005] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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21
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Lamers MM, Beumer J, van der Vaart J, Knoops K, Puschhof J, Breugem TI, Ravelli RBG, Paul van Schayck J, Mykytyn AZ, Duimel HQ, van Donselaar E, Riesebosch S, Kuijpers HJH, Schipper D, van de Wetering WJ, de Graaf M, Koopmans M, Cuppen E, Peters PJ, Haagmans BL, Clevers H. SARS-CoV-2 productively infects human gut enterocytes. Science 2020; 369:50-54. [PMID: 32358202 DOI: 10.1101/2020.04.25.060350] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [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: 04/09/2020] [Accepted: 04/29/2020] [Indexed: 05/28/2023]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can cause coronavirus disease 2019 (COVID-19), an influenza-like disease that is primarily thought to infect the lungs with transmission through the respiratory route. However, clinical evidence suggests that the intestine may present another viral target organ. Indeed, the SARS-CoV-2 receptor angiotensin-converting enzyme 2 (ACE2) is highly expressed on differentiated enterocytes. In human small intestinal organoids (hSIOs), enterocytes were readily infected by SARS-CoV and SARS-CoV-2, as demonstrated by confocal and electron microscopy. Enterocytes produced infectious viral particles, whereas messenger RNA expression analysis of hSIOs revealed induction of a generic viral response program. Therefore, the intestinal epithelium supports SARS-CoV-2 replication, and hSIOs serve as an experimental model for coronavirus infection and biology.
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Affiliation(s)
- Mart M Lamers
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Joep Beumer
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands
| | - Jelte van der Vaart
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands
| | - Kèvin Knoops
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Jens Puschhof
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands
| | - Tim I Breugem
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Raimond B G Ravelli
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - J Paul van Schayck
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Anna Z Mykytyn
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Hans Q Duimel
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Elly van Donselaar
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Samra Riesebosch
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Helma J H Kuijpers
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Debby Schipper
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Willine J van de Wetering
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Miranda de Graaf
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Marion Koopmans
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Edwin Cuppen
- Center for Molecular Medicine and Oncode Institute, University Medical Centre Utrecht, Utrecht, Netherlands
- Hartwig Medical Foundation, Amsterdam, Netherlands
| | - Peter J Peters
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Bart L Haagmans
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Hans Clevers
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands.
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22
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Lamers MM, Beumer J, van der Vaart J, Knoops K, Puschhof J, Breugem TI, Ravelli RBG, Paul van Schayck J, Mykytyn AZ, Duimel HQ, van Donselaar E, Riesebosch S, Kuijpers HJH, Schipper D, van de Wetering WJ, de Graaf M, Koopmans M, Cuppen E, Peters PJ, Haagmans BL, Clevers H. SARS-CoV-2 productively infects human gut enterocytes. Science 2020; 369:50-54. [PMID: 32358202 PMCID: PMC7199907 DOI: 10.1126/science.abc1669] [Citation(s) in RCA: 1189] [Impact Index Per Article: 297.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2020] [Accepted: 04/29/2020] [Indexed: 12/15/2022]
Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can cause coronavirus disease 2019 (COVID-19), an influenza-like disease that is primarily thought to infect the lungs with transmission through the respiratory route. However, clinical evidence suggests that the intestine may present another viral target organ. Indeed, the SARS-CoV-2 receptor angiotensin-converting enzyme 2 (ACE2) is highly expressed on differentiated enterocytes. In human small intestinal organoids (hSIOs), enterocytes were readily infected by SARS-CoV and SARS-CoV-2, as demonstrated by confocal and electron microscopy. Enterocytes produced infectious viral particles, whereas messenger RNA expression analysis of hSIOs revealed induction of a generic viral response program. Therefore, the intestinal epithelium supports SARS-CoV-2 replication, and hSIOs serve as an experimental model for coronavirus infection and biology.
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Affiliation(s)
- Mart M Lamers
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Joep Beumer
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands
| | - Jelte van der Vaart
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands
| | - Kèvin Knoops
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Jens Puschhof
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands
| | - Tim I Breugem
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Raimond B G Ravelli
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - J Paul van Schayck
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Anna Z Mykytyn
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Hans Q Duimel
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Elly van Donselaar
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Samra Riesebosch
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Helma J H Kuijpers
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Debby Schipper
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Willine J van de Wetering
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Miranda de Graaf
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Marion Koopmans
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Edwin Cuppen
- Center for Molecular Medicine and Oncode Institute, University Medical Centre Utrecht, Utrecht, Netherlands
- Hartwig Medical Foundation, Amsterdam, Netherlands
| | - Peter J Peters
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, Maastricht, Netherlands
| | - Bart L Haagmans
- Viroscience Department, Erasmus Medical Center, Rotterdam, Netherlands
| | - Hans Clevers
- Oncode Institute, Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences and University Medical Center, Utrecht, Netherlands.
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23
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Post Y, Puschhof J, Beumer J, Kerkkamp HM, de Bakker MAG, Slagboom J, de Barbanson B, Wevers NR, Spijkers XM, Olivier T, Kazandjian TD, Ainsworth S, Iglesias CL, van de Wetering WJ, Heinz MC, van Ineveld RL, van Kleef RGDM, Begthel H, Korving J, Bar-Ephraim YE, Getreuer W, Rios AC, Westerink RHS, Snippert HJG, van Oudenaarden A, Peters PJ, Vonk FJ, Kool J, Richardson MK, Casewell NR, Clevers H. Snake Venom Gland Organoids. Cell 2020; 180:233-247.e21. [PMID: 31978343 DOI: 10.1016/j.cell.2019.11.038] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2019] [Revised: 10/29/2019] [Accepted: 11/27/2019] [Indexed: 12/12/2022]
Abstract
Wnt dependency and Lgr5 expression define multiple mammalian epithelial stem cell types. Under defined growth factor conditions, such adult stem cells (ASCs) grow as 3D organoids that recapitulate essential features of the pertinent epithelium. Here, we establish long-term expanding venom gland organoids from several snake species. The newly assembled transcriptome of the Cape coral snake reveals that organoids express high levels of toxin transcripts. Single-cell RNA sequencing of both organoids and primary tissue identifies distinct venom-expressing cell types as well as proliferative cells expressing homologs of known mammalian stem cell markers. A hard-wired regional heterogeneity in the expression of individual venom components is maintained in organoid cultures. Harvested venom peptides reflect crude venom composition and display biological activity. This study extends organoid technology to reptilian tissues and describes an experimentally tractable model system representing the snake venom gland.
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Affiliation(s)
- Yorick Post
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Harald M Kerkkamp
- Naturalis Biodiversity Center, 2333 CR Leiden, the Netherlands; Institute of Biology Leiden, Department of Animal Science and Health, 2333 BE Leiden, the Netherlands
| | - Merijn A G de Bakker
- Institute of Biology Leiden, Department of Animal Science and Health, 2333 BE Leiden, the Netherlands
| | - Julien Slagboom
- Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, 1081 LA Amsterdam, the Netherlands
| | - Buys de Barbanson
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Nienke R Wevers
- Mimetas BV, Organ-on-a-Chip Company, 2333 CH Leiden, the Netherlands; Department of Cell and Chemical Biology, Leiden University Medical Centre, Einthovenweg 20, 2333 ZC Leiden, the Netherlands
| | - Xandor M Spijkers
- Mimetas BV, Organ-on-a-Chip Company, 2333 CH Leiden, the Netherlands; Department of Translational Neuroscience, Utrecht University Medical Center, 3584 CG Utrecht, the Netherlands
| | - Thomas Olivier
- Mimetas BV, Organ-on-a-Chip Company, 2333 CH Leiden, the Netherlands
| | - Taline D Kazandjian
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Stuart Ainsworth
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Carmen Lopez Iglesias
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Willine J van de Wetering
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Maria C Heinz
- Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; Molecular Cancer Research, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, the Netherlands
| | - Ravian L van Ineveld
- Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; The Princess Maxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands
| | - Regina G D M van Kleef
- Neurotoxicology Research Group, Division of Toxicology, Institute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 CL Utrecht, the Netherlands
| | - Harry Begthel
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Jeroen Korving
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Yotam E Bar-Ephraim
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | | | - Anne C Rios
- Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; The Princess Maxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands
| | - Remco H S Westerink
- Neurotoxicology Research Group, Division of Toxicology, Institute for Risk Assessment Sciences (IRAS), Utrecht University, 3584 CL Utrecht, the Netherlands
| | - Hugo J G Snippert
- Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; Molecular Cancer Research, Center for Molecular Medicine, University Medical Center Utrecht, Utrecht University, 3584 CX Utrecht, the Netherlands
| | - Alexander van Oudenaarden
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Peter J Peters
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Freek J Vonk
- Naturalis Biodiversity Center, 2333 CR Leiden, the Netherlands
| | - Jeroen Kool
- Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Vrije Universiteit Amsterdam, 1081 LA Amsterdam, the Netherlands; Division of BioAnalytical Chemistry, Department of Chemistry and Pharmaceutical Sciences, Amsterdam Institute for Molecules Medicines and Systems, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, the Netherlands
| | - Michael K Richardson
- Institute of Biology Leiden, Department of Animal Science and Health, 2333 BE Leiden, the Netherlands
| | - Nicholas R Casewell
- Centre for Snakebite Research & Interventions, Department of Tropical Disease Biology, Liverpool School of Tropical Medicine, Liverpool L3 5QA, UK
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; The Princess Maxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands.
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24
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Beumer J, Puschhof J, Bauzá-Martinez J, Martínez-Silgado A, Elmentaite R, James KR, Ross A, Hendriks D, Artegiani B, Busslinger GA, Ponsioen B, Andersson-Rolf A, Saftien A, Boot C, Kretzschmar K, Geurts MH, Bar-Ephraim YE, Pleguezuelos-Manzano C, Post Y, Begthel H, van der Linden F, Lopez-Iglesias C, van de Wetering WJ, van der Linden R, Peters PJ, Heck AJR, Goedhart J, Snippert H, Zilbauer M, Teichmann SA, Wu W, Clevers H. High-Resolution mRNA and Secretome Atlas of Human Enteroendocrine Cells. Cell 2020; 181:1291-1306.e19. [PMID: 32407674 DOI: 10.1016/j.cell.2020.04.036] [Citation(s) in RCA: 80] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2019] [Revised: 03/10/2020] [Accepted: 04/21/2020] [Indexed: 12/11/2022]
Abstract
Enteroendocrine cells (EECs) sense intestinal content and release hormones to regulate gastrointestinal activity, systemic metabolism, and food intake. Little is known about the molecular make-up of human EEC subtypes and the regulated secretion of individual hormones. Here, we describe an organoid-based platform for functional studies of human EECs. EEC formation is induced in vitro by transient expression of NEUROG3. A set of gut organoids was engineered in which the major hormones are fluorescently tagged. A single-cell mRNA atlas was generated for the different EEC subtypes, and their secreted products were recorded by mass-spectrometry. We note key differences to murine EECs, including hormones, sensory receptors, and transcription factors. Notably, several hormone-like molecules were identified. Inter-EEC communication is exemplified by secretin-induced GLP-1 secretion. Indeed, individual EEC subtypes carry receptors for various EEC hormones. This study provides a rich resource to study human EEC development and function.
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Affiliation(s)
- Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Julia Bauzá-Martinez
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands; Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Adriana Martínez-Silgado
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Rasa Elmentaite
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK
| | - Kylie R James
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK
| | - Alexander Ross
- Department of Surgery, University of Cambridge, Cambridge CB2 0QQ, UK; Department of Paediatrics, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Delilah Hendriks
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Benedetta Artegiani
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Georg A Busslinger
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Bas Ponsioen
- Oncode Institute, Center for Molecular Medicine, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Amanda Andersson-Rolf
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Aurelia Saftien
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Charelle Boot
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Kai Kretzschmar
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Maarten H Geurts
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Yotam E Bar-Ephraim
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Yorick Post
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Harry Begthel
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Franka van der Linden
- Swammerdam Institute for Life Sciences, Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, University of Amsterdam, Amsterdam, the Netherlands
| | - Carmen Lopez-Iglesias
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Willine J van de Wetering
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Reinier van der Linden
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands
| | - Peter J Peters
- The Maastricht Multimodal Molecular Imaging Institute, Maastricht University, 6229 ER Maastricht, the Netherlands
| | - Albert J R Heck
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands; Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Joachim Goedhart
- Swammerdam Institute for Life Sciences, Section of Molecular Cytology, van Leeuwenhoek Centre for Advanced Microscopy, University of Amsterdam, Amsterdam, the Netherlands
| | - Hugo Snippert
- Oncode Institute, Center for Molecular Medicine, University Medical Centre Utrecht, Utrecht, the Netherlands
| | - Matthias Zilbauer
- Department of Paediatrics, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Sarah A Teichmann
- Wellcome Sanger Institute, Wellcome Genome Campus, Hinxton CB10 1SA, UK; Theory of Condensed Matter, Cavendish Laboratory, Department of Physics, University of Cambridge, Cambridge CB3 0HE, UK; European Molecular Biology Laboratory, European Bioinformatics Institute (EMBL-EBI), Wellcome Genome Campus, Hinxton CB10 1SA, UK
| | - Wei Wu
- Biomolecular Mass Spectrometry and Proteomics, Bijvoet Center for Biomolecular Research and Utrecht Institute for Pharmaceutical Sciences, Utrecht University, Padualaan 8, 3584 CH Utrecht, the Netherlands; Netherlands Proteomics Centre, Padualaan 8, 3584 CH Utrecht, the Netherlands
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, 3584 CT Utrecht, the Netherlands; Oncode Institute, Hubrecht Institute, 3584 CT Utrecht, the Netherlands; The Princess Maxima Center for Pediatric Oncology, 3584 CS Utrecht, the Netherlands.
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25
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Puschhof J. Slithering stem cells – Understanding snake venom production in vitro using organoids. Toxicon 2020. [DOI: 10.1016/j.toxicon.2019.10.083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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26
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Pleguezuelos-Manzano C, Puschhof J, Rosendahl Huber A, van Hoeck A, Wood HM, Nomburg J, Gurjao C, Manders F, Dalmasso G, Stege PB, Paganelli FL, Geurts MH, Beumer J, Mizutani T, Miao Y, van der Linden R, van der Elst S, Garcia KC, Top J, Willems RJL, Giannakis M, Bonnet R, Quirke P, Meyerson M, Cuppen E, van Boxtel R, Clevers H. Mutational signature in colorectal cancer caused by genotoxic pks + E. coli. Nature 2020; 580:269-273. [PMID: 32106218 PMCID: PMC8142898 DOI: 10.1038/s41586-020-2080-8] [Citation(s) in RCA: 522] [Impact Index Per Article: 130.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2019] [Accepted: 02/17/2020] [Indexed: 02/06/2023]
Abstract
Various species of the intestinal microbiota have been associated with the development of colorectal cancer1,2, but it has not been demonstrated that bacteria have a direct role in the occurrence of oncogenic mutations. Escherichia coli can carry the pathogenicity island pks, which encodes a set of enzymes that synthesize colibactin3. This compound is believed to alkylate DNA on adenine residues4,5 and induces double-strand breaks in cultured cells3. Here we expose human intestinal organoids to genotoxic pks+ E. coli by repeated luminal injection over five months. Whole-genome sequencing of clonal organoids before and after this exposure revealed a distinct mutational signature that was absent from organoids injected with isogenic pks-mutant bacteria. The same mutational signature was detected in a subset of 5,876 human cancer genomes from two independent cohorts, predominantly in colorectal cancer. Our study describes a distinct mutational signature in colorectal cancer and implies that the underlying mutational process results directly from past exposure to bacteria carrying the colibactin-producing pks pathogenicity island.
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Affiliation(s)
- Cayetano Pleguezuelos-Manzano
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Axel Rosendahl Huber
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Arne van Hoeck
- Oncode Institute, Utrecht, The Netherlands
- Center for Molecular Medicine, University Medical Centre Utrecht, Utrecht, The Netherlands
| | - Henry M Wood
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Jason Nomburg
- Graduate Program in Virology, Division of Medical Sciences, Harvard Medical School, Boston, MA, USA
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Carino Gurjao
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Freek Manders
- Oncode Institute, Utrecht, The Netherlands
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands
| | - Guillaume Dalmasso
- University Clermont Auvergne, Inserm U1071, INRA USC2018, M2iSH, Clermont-Ferrand, France
| | - Paul B Stege
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Fernanda L Paganelli
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Maarten H Geurts
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Joep Beumer
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - Tomohiro Mizutani
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
- Oncode Institute, Utrecht, The Netherlands
| | - Yi Miao
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Reinier van der Linden
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - Stefan van der Elst
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands
| | - K Christopher Garcia
- Howard Hughes Medical Institute, Stanford University School of Medicine, Stanford, CA, USA
- Department of Molecular and Cellular Physiology, Stanford University School of Medicine, Stanford, CA, USA
- Department of Structural Biology, Stanford University School of Medicine, Stanford, CA, USA
| | - Janetta Top
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Rob J L Willems
- Department of Medical Microbiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marios Giannakis
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Richard Bonnet
- University Clermont Auvergne, Inserm U1071, INRA USC2018, M2iSH, Clermont-Ferrand, France
- Department of Bacteriology, University Hospital of Clermont-Ferrand, Clermont-Ferrand, France
| | - Phil Quirke
- Pathology and Data Analytics, Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Matthew Meyerson
- Department of Medical Oncology, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
- Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Genetics, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
| | - Edwin Cuppen
- Oncode Institute, Utrecht, The Netherlands
- Center for Molecular Medicine, University Medical Centre Utrecht, Utrecht, The Netherlands
- Hartwig Medical Foundation, Amsterdam, The Netherlands
- CPCT Consortium, Rotterdam, The Netherlands
| | - Ruben van Boxtel
- Oncode Institute, Utrecht, The Netherlands.
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
| | - Hans Clevers
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW) and UMC Utrecht, Utrecht, The Netherlands.
- Oncode Institute, Utrecht, The Netherlands.
- The Princess Máxima Center for Pediatric Oncology, Utrecht, The Netherlands.
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27
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Abstract
Fluorescence lifetime imaging microscopy (FLIM), enabling live quantitative multiparametric analyses, is an emerging bioimaging approach in tissue engineering and regenerative medicine. When combined with stem cell-derived intestinal organoid models, FLIM allows for tracing stem cells and monitoring of their proliferation, metabolic fluxes, and oxygenation. It is compatible with the use of live Matrigel-grown intestinal organoids produced from primary adult stem cells, crypts, and transgenic Lgr5-GFP mice. In this chapter we summarize available experimental protocols, imaging platforms (one- and two-photon excited FLIM, phosphorescence lifetime imaging microscopy (PLIM)) and provide the anticipated data for FLIM imaging of the live intestinal organoids, focusing on labeling of cell proliferation, its colocalization with the stem cell niche, measured local oxygenation, autofluorescence, and some other parameters. The protocol is illustrated with examples of multiparameter imaging, employing spectral and "time domain"-based separation of dyes, probes, and assays.
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Affiliation(s)
- Irina A Okkelman
- School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland
| | - Jens Puschhof
- Hubrecht Institute, Royal Netherlands Academy of Arts and Sciences (KNAW), Utrecht, The Netherlands.,Oncode Institute, Utrecht, The Netherlands
| | - Dmitri B Papkovsky
- School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland
| | - Ruslan I Dmitriev
- School of Biochemistry and Cell Biology, University College Cork, Cork, Ireland.
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28
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Fakhiri J, Schneider MA, Puschhof J, Stanifer M, Schildgen V, Holderbach S, Voss Y, El Andari J, Schildgen O, Boulant S, Meister M, Clevers H, Yan Z, Qiu J, Grimm D. Novel Chimeric Gene Therapy Vectors Based on Adeno-Associated Virus and Four Different Mammalian Bocaviruses. Mol Ther Methods Clin Dev 2019; 12:202-222. [PMID: 30766894 PMCID: PMC6360332 DOI: 10.1016/j.omtm.2019.01.003] [Citation(s) in RCA: 36] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 01/11/2019] [Indexed: 02/06/2023]
Abstract
Parvoviruses are highly attractive templates for the engineering of safe, efficient, and specific gene therapy vectors, as best exemplified by adeno-associated virus (AAV). Another candidate that currently garners increasing attention is human bocavirus 1 (HBoV1). Notably, HBoV1 capsids can cross-package recombinant (r)AAV2 genomes, yielding rAAV2/HBoV1 chimeras that specifically transduce polarized human airway epithelia (pHAEs). Here, we largely expanded the repertoire of rAAV/BoV chimeras, by assembling packaging plasmids encoding the capsid genes of four additional primate bocaviruses, HBoV2–4 and GBoV (Gorilla BoV). Capsid protein expression and efficient rAAV cross-packaging were validated by immunoblotting and qPCR, respectively. Interestingly, not only HBoV1 but also HBoV4 and GBoV transduced pHAEs as well as primary human lung organoids. Flow cytometry analysis of pHAEs revealed distinct cellular specificities between the BoV isolates, with HBoV1 targeting ciliated, club, and KRT5+ basal cells, whereas HBoV4 showed a preference for KRT5+ basal cells. Surprisingly, primary human hepatocytes, skeletal muscle cells, and T cells were also highly amenable to rAAV/BoV transduction. Finally, we adapted our pipeline for AAV capsid gene shuffling to all five BoV isolates. Collectively, our chimeric rAAV/BoV vectors and bocaviral capsid library represent valuable new resources to dissect BoV biology and to breed unique gene therapy vectors.
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Affiliation(s)
- Julia Fakhiri
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,BioQuant Center, University of Heidelberg, Heidelberg, Germany
| | - Marc A Schneider
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC), Heidelberg, Germany
| | - Jens Puschhof
- Hubrecht Institute and Oncode Institute, Royal Netherlands Academy of Arts and Sciences (KNAW), Utrecht, the Netherlands
| | - Megan Stanifer
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,Research Group "Cellular Polarity of Viral Infection", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Verena Schildgen
- Institute for Pathology, Kliniken der Stadt Köln gGmbH, Hospital of the Private University Witten/Herdecke, Cologne, Germany
| | - Stefan Holderbach
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,BioQuant Center, University of Heidelberg, Heidelberg, Germany
| | - Yannik Voss
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,BioQuant Center, University of Heidelberg, Heidelberg, Germany
| | - Jihad El Andari
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,BioQuant Center, University of Heidelberg, Heidelberg, Germany
| | - Oliver Schildgen
- Institute for Pathology, Kliniken der Stadt Köln gGmbH, Hospital of the Private University Witten/Herdecke, Cologne, Germany
| | - Steeve Boulant
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,Research Group "Cellular Polarity of Viral Infection", German Cancer Research Center (DKFZ), Heidelberg, Germany
| | - Michael Meister
- Translational Research Unit, Thoraxklinik at Heidelberg University Hospital, Heidelberg, Germany.,German Center for Lung Research (DZL), Translational Lung Research Center Heidelberg (TLRC), Heidelberg, Germany
| | - Hans Clevers
- Hubrecht Institute and Oncode Institute, Royal Netherlands Academy of Arts and Sciences (KNAW), Utrecht, the Netherlands.,University Medical Center (UMC) Utrecht, Utrecht, the Netherlands.,Princess Máxima Centre, Utrecht, the Netherlands
| | - Ziying Yan
- Department of Anatomy and Cell Biology, Center for Gene Therapy, The University of Iowa, Iowa City, IA, USA
| | - Jianming Qiu
- Department of Microbiology, Molecular Genetics and Immunology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Dirk Grimm
- Department of Infectious Diseases/Virology, Heidelberg University Hospital, Heidelberg, Germany.,BioQuant Center, University of Heidelberg, Heidelberg, Germany.,German Center for Infection Research (DZIF), partner site Heidelberg, Heidelberg, Germany
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29
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Wong GS, Zhou J, Liu JB, Wu Z, Xu X, Li T, Xu D, Schumacher SE, Puschhof J, McFarland J, Zou C, Dulak A, Henderson L, Xu P, O'Day E, Rendak R, Liao WL, Cecchi F, Hembrough T, Schwartz S, Szeto C, Rustgi AK, Wong KK, Diehl JA, Jensen K, Graziano F, Ruzzo A, Fereshetian S, Mertins P, Carr SA, Beroukhim R, Nakamura K, Oki E, Watanabe M, Baba H, Imamura Y, Catenacci D, Bass AJ. Targeting wild-type KRAS-amplified gastroesophageal cancer through combined MEK and SHP2 inhibition. Nat Med 2018; 24:968-977. [PMID: 29808010 PMCID: PMC6039276 DOI: 10.1038/s41591-018-0022-x] [Citation(s) in RCA: 172] [Impact Index Per Article: 28.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Accepted: 03/23/2018] [Indexed: 12/21/2022]
Abstract
The role of KRAS, when activated through canonical mutations, has been well established in cancer1. Here we explore a secondary means of KRAS activation in cancer: focal high-level amplification of the KRAS gene in the absence of coding mutations. These amplifications occur most commonly in esophageal, gastric and ovarian adenocarcinomas2-4. KRAS-amplified gastric cancer models show marked overexpression of the KRAS protein and are insensitive to MAPK blockade owing to their capacity to adaptively respond by rapidly increasing KRAS-GTP levels. Here we demonstrate that inhibition of the guanine-exchange factors SOS1 and SOS2 or the protein tyrosine phosphatase SHP2 can attenuate this adaptive process and that targeting these factors, both genetically and pharmacologically, can enhance the sensitivity of KRAS-amplified models to MEK inhibition in both in vitro and in vivo settings. These data demonstrate the relevance of copy-number amplification as a mechanism of KRAS activation, and uncover the therapeutic potential for targeting of these tumors through combined SHP2 and MEK inhibition.
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Affiliation(s)
- Gabrielle S Wong
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Novartis Institutes for Biomedical Research, Inc., Cambridge, MA, USA
| | - Jin Zhou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Jie Bin Liu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Zhong Wu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Xinsen Xu
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Tianxia Li
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - David Xu
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center and Biological Sciences, Chicago, IL, USA
| | | | - Jens Puschhof
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - James McFarland
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Charles Zou
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Austin Dulak
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Surface Oncology, Cambridge, MA, USA
| | - Les Henderson
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center and Biological Sciences, Chicago, IL, USA
| | - Peng Xu
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center and Biological Sciences, Chicago, IL, USA
| | - Emily O'Day
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center and Biological Sciences, Chicago, IL, USA
| | - Rachel Rendak
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center and Biological Sciences, Chicago, IL, USA
| | - Wei-Li Liao
- OncoPlex Diagnostics/NantOmics, Rockville, MD, USA
| | | | | | | | | | - Anil K Rustgi
- Division of Gastroenterology, Departments of Medicine and Genetics, Abramson Cancer Center, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Kwok-Kin Wong
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- NYU Langone Health, New York, NY, USA
| | - J Alan Diehl
- Department of Biochemistry and Molecular Biology, Medical University of South Carolina, Charleston, SC, USA
| | - Karin Jensen
- Sanofi Oncology, Cambridge, MA, USA
- University of Illinois at Urbana-Champaign, Chicago, IL, USA
| | - Francesco Graziano
- Department of Biomolecular Sciences, University of Urbino "Carlo Bo", Urbino, Italy
| | - Annamaria Ruzzo
- Department of Biomolecular Sciences, University of Urbino "Carlo Bo", Urbino, Italy
| | - Shaunt Fereshetian
- Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Philipp Mertins
- Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Max Delbrück Center for Molecular Medicine, Berlin, Germany
| | - Steven A Carr
- Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
| | - Rameen Beroukhim
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA
- Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA
- Department of Medicine, Harvard Medical School, Boston, MA, USA
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
- Department of Cancer Biology, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Kenichi Nakamura
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto, Japan
| | - Eiji Oki
- Department of Surgery and Science, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan
| | - Masayuki Watanabe
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto, Japan
- Department of Gastroenterological Surgery, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Hideo Baba
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto, Japan
| | - Yu Imamura
- Department of Gastroenterological Surgery, Kumamoto University, Kumamoto, Japan
- Department of Gastroenterological Surgery, The Cancer Institute Hospital of Japanese Foundation for Cancer Research, Tokyo, Japan
| | - Daniel Catenacci
- Department of Medicine, Section of Hematology/Oncology, University of Chicago Medical Center and Biological Sciences, Chicago, IL, USA.
| | - Adam J Bass
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, USA.
- Cancer Program, The Broad Institute of MIT and Harvard, Cambridge, MA, USA.
- Department of Medicine, Harvard Medical School, Boston, MA, USA.
- Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA.
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30
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Jacquez P, Avila G, Boone K, Altiyev A, Puschhof J, Sauter R, Arigi E, Ruiz B, Peng X, Almeida I, Sherman M, Xiao C, Sun J. The Disulfide Bond Cys255-Cys279 in the Immunoglobulin-Like Domain of Anthrax Toxin Receptor 2 Is Required for Membrane Insertion of Anthrax Protective Antigen Pore. PLoS One 2015; 10:e0130832. [PMID: 26107617 PMCID: PMC4479931 DOI: 10.1371/journal.pone.0130832] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2015] [Accepted: 05/25/2015] [Indexed: 11/19/2022] Open
Abstract
Anthrax toxin receptors act as molecular clamps or switches that control anthrax toxin entry, pH-dependent pore formation, and translocation of enzymatic moieties across the endosomal membranes. We previously reported that reduction of the disulfide bonds in the immunoglobulin-like (Ig) domain of the anthrax toxin receptor 2 (ANTXR2) inhibited the function of the protective antigen (PA) pore. In the present study, the disulfide linkage in the Ig domain was identified as Cys255-Cys279 and Cys230-Cys315. Specific disulfide bond deletion mutants were achieved by replacing Cys residues with Ala residues. Deletion of the disulfide bond C255-C279, but not C230-C315, inhibited the PA pore-induced release of the fluorescence dyes from the liposomes, suggesting that C255-C279 is essential for PA pore function. Furthermore, we found that deletion of C255-C279 did not affect PA prepore-to-pore conversion, but inhibited PA pore membrane insertion by trapping the PA membrane-inserting loops in proteinaceous hydrophobic pockets. Fluorescence spectra of Trp59, a residue adjacent to the PA-binding motif in von Willebrand factor A (VWA) domain of ANTXR2, showed that deletion of C255-C279 resulted in a significant conformational change on the receptor ectodomain. The disulfide deletion-induced conformational change on the VWA domain was further confirmed by single-particle 3D reconstruction of the negatively stained PA-receptor heptameric complexes. Together, the biochemical and structural data obtained in this study provides a mechanistic insight into the role of the receptor disulfide bond C255-C279 in anthrax toxin action. Manipulation of the redox states of the receptor, specifically targeting to C255-C279, may become a novel strategy to treat anthrax.
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Affiliation(s)
- Pedro Jacquez
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Gustavo Avila
- Department of Chemistry, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Kyle Boone
- Bioinformatics Program of University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Agamyrat Altiyev
- Bioinformatics Program of University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Jens Puschhof
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Roland Sauter
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Emma Arigi
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Blanca Ruiz
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Xiuli Peng
- China National Key Laboratory of Agricultural Microbiology, Huazhong Agriculture University, Wuhan, 430070, P. R. China
| | - Igor Almeida
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
| | - Michael Sherman
- Department of Biochemistry and Molecular Biology, Sealy Center for Structural Biology and Molecular Biophysics, University of Texas Medical Branch, Galveston, Texas, 77555, United States of America
| | - Chuan Xiao
- Department of Chemistry, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
- * E-mail: (CX); (JS)
| | - Jianjun Sun
- Department of Biological Sciences & Border Biomedical Research Center, University of Texas at El Paso, 500 West University Avenue, El Paso, Texas, 79968, United States of America
- * E-mail: (CX); (JS)
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