Metagenomics of the faecal virome indicate a cumulative effect of enterovirus and gluten amount on the risk of coeliac disease autoimmunity in genetically at risk children: the TEDDY study

doi:10.1136/gutjnl-2019-319809

. 2020 Aug;69(8):1416-1422.

doi: 10.1136/gutjnl-2019-319809. Epub 2019 Nov 19.

Metagenomics of the faecal virome indicate a cumulative effect of enterovirus and gluten amount on the risk of coeliac disease autoimmunity in genetically at risk children: the TEDDY study

Katri Lindfors^#¹, Jake Lin^#^{2

3}, Hye-Seung Lee⁴, Heikki Hyöty², Matti Nykter², Kalle Kurppa^{2

5

6}, Edwin Liu^{7

8}, Sibylle Koletzko^{9

10}, Marian Rewers¹¹, William Hagopian¹², Jorma Toppari^{13

14}, Annette-Gabriele Ziegler^{15

16

17}, Beena Akolkar¹⁸, Jeffrey P Krischer⁴, Joseph F Petrosino¹⁹, Richard E Lloyd¹⁹, Daniel Agardh²⁰; TEDDY Study Group

Collaborators, Affiliations

Collaborators

TEDDY Study Group:
Aaron Barbour, Kimberly Bautista, Judith Baxter, Daniel Felipe-Morales, Kimberly Driscoll, Brigitte I Frohnert, Marisa Stahl, Patricia Gesualdo, Michelle Hoffman, Rachel Karban, Jill Norris, Stesha Peacock, Hanan Shorrosh, Andrea Steck, Megan Stern, Erica Villegas, Kathleen Waugh, Olli G Simell, Annika Adamsson, Suvi Ahonen, Mari Åkerlund, Leena Hakola, Anne Hekkala, Henna Holappa, Anni Ikonen, Jorma Ilonen, Sinikka Jäminki, Sanna Jokipuu, Leena Karlsson, Jukka Kero, Miia Kähönen, Mikael Knip, Minna-Liisa Koivikko, Merja Koskinen, Mirva Koreasalo, Jarita Kytölä, Tiina Latva-Aho, Maria Lönnrot, Elina Mäntymäki, Markus Mattila, Maija Miettinen, Katja Multasuo, Teija Mykkänen, Tiina Niininen, Sari Niinistö, Mia Nyblom, Sami Oikarinen, Paula Ollikainen, Zhian Othmani, Sirpa Pohjola, Petra Rajala, Jenna Rautanen, Anne Riikonen, Eija Riski, Miia Pekkola, Minna Romo, Satu Ruohonen, Satu Simell, Maija Sjöberg, Aino Stenius, Päivi Tossavainen, Mari Vähä-Mäkilä, Sini Vainionpää, Eeva Varjonen, Riitta Veijola, Irene Viinikangas, Suvi M Virtanen, Jin-Xiong She, Desmond Schatz, Diane Hopkins, Leigh Steed, Jennifer Bryant, Katherine Silvis, Michael Haller, Melissa Gardiner, Richard McIndoe, Ashok Sharma, Stephen W Anderson, Laura Jacobsen, John Marks, Ezio Bonifacio, Anita Gavrisan, Cigdem Gezginci, Anja Heublein, Verena Hoffmann, Sandra Hummel, Andrea Keimer, Annette Knopff, Charlotte Koch, Claudia Ramminger, Roswith Roth, Marlon Scholz, Joanna Stock, Katharina Warncke, Lorena Wendel, Christiane Winkler, Åke Lernmark, Carin Andrén Aronsson, Maria Ask, Rasmus Bennet, Corrado Cilio, Helene Engqvist, Emelie Ericson-Hallström, Annika Fors, Lina Fransson, Thomas Gard, Monika Hansen, Hanna Jisser, Fredrik Johansen, Berglind Jonsdottir, Silvija Jovic, Helena Elding Larsson, Marielle Lindström, Markus Lundgren, Marlena Maziarz, Maria Månsson-Martinez, Maria Markan, Jessica Melin, Zeliha Mestan, Caroline Nilsson, Karin Ottosson, Kobra Rahmati, Anita Ramelius, Falastin Salami, Anette Sjöberg, Birgitta Sjöberg, Malin Svensson, Carina Törn, Anne Wallin, Åsa Wimar, Sofie Åberg, Michael Killian, Claire Cowen Crouch, Jennifer Skidmore, Masumeh Chavoshi, Rachel Hervey, Rachel Lyons, Arlene Meyer, Denise Mulenga, Jared Radtke, Matei Romancik, Davey Schmitt, Sarah Zink, Dorothy Becker, Margaret Franciscus, MaryEllen Dalmagro-Elias Smith, Ashi Daftary, Mary Beth Klein, Chrystal Yates, Sarah Austin-Gonzalez, Maryouri Avendano, Sandra Baethke, Rasheedah Brown, Brant Burkhardt, Martha Butterworth, Joanna Clasen, David Cuthbertson, Stephen Dankyi, Christopher Eberhard, Steven Fiske, Jennifer Garmeson, Veena Gowda, Kathleen Heyman, Belinda Hsiao, Christina Karges, Francisco Perez Laras, Qian Li, Shu Liu, Xiang Liu, Kristian Lynch, Colleen Maguire, Jamie Malloy, Cristina McCarthy, Aubrie Merrell, Hemang Parikh, Ryan Quigley, Cassandra Remedios, Chris Shaffer, Laura Smith, Susan Smith, Noah Sulman, Roy Tamura, Dena Tewey, Michael Toth, Ulla Uusitalo, Kendra Vehik, Ponni Vijayakandipan, Keith Wood, Jimin Yang, Michael Abbondondolo, Lori Ballard, David Hadley, Wendy McLeod, Steven Meulemans, Liping Yu, Dongmei Miao, Polly Bingley, Alistair Williams, Kyla Chandler, Olivia Ball, Ilana Kelland, Sian Grace, Masumeh Chavoshi, Jared Radtke, Sarah Zink, Nadim J Ajami, Matthew C Ross, Jacqueline L O'Brien, Diane S Hutchinson, Daniel P Smith, Matthew C Wong, Xianjun Tian, Tulin Ayvaz, Auriole Tamegnon, Nguyen Truong, Hannah Moreno, Lauren Riley, Eduardo Moreno, Tonya Bauch, Lenka Kusic, Ginger Metcalf, Donna Muzny, HarshaVArdhan Doddapaneni, Richard Gibbs, Sandra Ke, Niveen Mulholland, Kasia Bourcier, Thomas Briese, Suzanne Bennett Johnson, Eric Triplett

Affiliations

¹ Faculty of Medicine and Health Techology, Tampere University, Tampere, Finland katri.lindfors@tuni.fi.
² Faculty of Medicine and Health Techology, Tampere University, Tampere, Finland.
³ Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland.
⁴ Morsani College of Medicine, University of South Florida, Tampa, Florida, USA.
⁵ Center for Child Health Research, Tampere University and Tampere University Hospital, Tampere, Finland.
⁶ The University Consortium of Seinäjoki, Seinäjoki, Finland.
⁷ University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado, USA.
⁸ Digestive Health Institute, Children's Hospital Colorado, Aurora, United States.
⁹ Ludwig-Maximilians-Universitat Munchen, Munchen, Bayern, Germany.
¹⁰ Division of Paediatric Gastroenterology and Hepatology, Dr von Hauner Children's Hospital, Munchen, Germany.
¹¹ Barbara Davis Center for Childhood Diabetes, University of Colorado Denver, Denver, Colorado, USA.
¹² Pacific Northwest Research Institute, Seattle, Washington, USA.
¹³ Research Centre for Integrative Physiology and Phamacology, Institute of Biomedicine, University of Turku, Turku, Finland.
¹⁴ Department of Paediatrics, Turku University Hospital, Turku, Finland.
¹⁵ Kliikum Rechts der Isar, Technische Universität München, Munchen, Bayern, Germany.
¹⁶ Institute of Diabetes Research, Helmholtz Zentrum München, Germany.
¹⁷ Forschergruppe Diabetes e.V, Neuherberg, Germany.
¹⁸ National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of Health, Bethesda, Maryland, USA.
¹⁹ Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
²⁰ The Diabetes and Celiac Disease Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.

^# Contributed equally.

PMID: 31744911
PMCID: PMC7234892
DOI: 10.1136/gutjnl-2019-319809

Free PMC article

Metagenomics of the faecal virome indicate a cumulative effect of enterovirus and gluten amount on the risk of coeliac disease autoimmunity in genetically at risk children: the TEDDY study

Katri Lindfors et al. Gut. 2020 Aug.

Free PMC article

. 2020 Aug;69(8):1416-1422.

doi: 10.1136/gutjnl-2019-319809. Epub 2019 Nov 19.

Authors

Collaborators

TEDDY Study Group:
Aaron Barbour, Kimberly Bautista, Judith Baxter, Daniel Felipe-Morales, Kimberly Driscoll, Brigitte I Frohnert, Marisa Stahl, Patricia Gesualdo, Michelle Hoffman, Rachel Karban, Jill Norris, Stesha Peacock, Hanan Shorrosh, Andrea Steck, Megan Stern, Erica Villegas, Kathleen Waugh, Olli G Simell, Annika Adamsson, Suvi Ahonen, Mari Åkerlund, Leena Hakola, Anne Hekkala, Henna Holappa, Anni Ikonen, Jorma Ilonen, Sinikka Jäminki, Sanna Jokipuu, Leena Karlsson, Jukka Kero, Miia Kähönen, Mikael Knip, Minna-Liisa Koivikko, Merja Koskinen, Mirva Koreasalo, Jarita Kytölä, Tiina Latva-Aho, Maria Lönnrot, Elina Mäntymäki, Markus Mattila, Maija Miettinen, Katja Multasuo, Teija Mykkänen, Tiina Niininen, Sari Niinistö, Mia Nyblom, Sami Oikarinen, Paula Ollikainen, Zhian Othmani, Sirpa Pohjola, Petra Rajala, Jenna Rautanen, Anne Riikonen, Eija Riski, Miia Pekkola, Minna Romo, Satu Ruohonen, Satu Simell, Maija Sjöberg, Aino Stenius, Päivi Tossavainen, Mari Vähä-Mäkilä, Sini Vainionpää, Eeva Varjonen, Riitta Veijola, Irene Viinikangas, Suvi M Virtanen, Jin-Xiong She, Desmond Schatz, Diane Hopkins, Leigh Steed, Jennifer Bryant, Katherine Silvis, Michael Haller, Melissa Gardiner, Richard McIndoe, Ashok Sharma, Stephen W Anderson, Laura Jacobsen, John Marks, Ezio Bonifacio, Anita Gavrisan, Cigdem Gezginci, Anja Heublein, Verena Hoffmann, Sandra Hummel, Andrea Keimer, Annette Knopff, Charlotte Koch, Claudia Ramminger, Roswith Roth, Marlon Scholz, Joanna Stock, Katharina Warncke, Lorena Wendel, Christiane Winkler, Åke Lernmark, Carin Andrén Aronsson, Maria Ask, Rasmus Bennet, Corrado Cilio, Helene Engqvist, Emelie Ericson-Hallström, Annika Fors, Lina Fransson, Thomas Gard, Monika Hansen, Hanna Jisser, Fredrik Johansen, Berglind Jonsdottir, Silvija Jovic, Helena Elding Larsson, Marielle Lindström, Markus Lundgren, Marlena Maziarz, Maria Månsson-Martinez, Maria Markan, Jessica Melin, Zeliha Mestan, Caroline Nilsson, Karin Ottosson, Kobra Rahmati, Anita Ramelius, Falastin Salami, Anette Sjöberg, Birgitta Sjöberg, Malin Svensson, Carina Törn, Anne Wallin, Åsa Wimar, Sofie Åberg, Michael Killian, Claire Cowen Crouch, Jennifer Skidmore, Masumeh Chavoshi, Rachel Hervey, Rachel Lyons, Arlene Meyer, Denise Mulenga, Jared Radtke, Matei Romancik, Davey Schmitt, Sarah Zink, Dorothy Becker, Margaret Franciscus, MaryEllen Dalmagro-Elias Smith, Ashi Daftary, Mary Beth Klein, Chrystal Yates, Sarah Austin-Gonzalez, Maryouri Avendano, Sandra Baethke, Rasheedah Brown, Brant Burkhardt, Martha Butterworth, Joanna Clasen, David Cuthbertson, Stephen Dankyi, Christopher Eberhard, Steven Fiske, Jennifer Garmeson, Veena Gowda, Kathleen Heyman, Belinda Hsiao, Christina Karges, Francisco Perez Laras, Qian Li, Shu Liu, Xiang Liu, Kristian Lynch, Colleen Maguire, Jamie Malloy, Cristina McCarthy, Aubrie Merrell, Hemang Parikh, Ryan Quigley, Cassandra Remedios, Chris Shaffer, Laura Smith, Susan Smith, Noah Sulman, Roy Tamura, Dena Tewey, Michael Toth, Ulla Uusitalo, Kendra Vehik, Ponni Vijayakandipan, Keith Wood, Jimin Yang, Michael Abbondondolo, Lori Ballard, David Hadley, Wendy McLeod, Steven Meulemans, Liping Yu, Dongmei Miao, Polly Bingley, Alistair Williams, Kyla Chandler, Olivia Ball, Ilana Kelland, Sian Grace, Masumeh Chavoshi, Jared Radtke, Sarah Zink, Nadim J Ajami, Matthew C Ross, Jacqueline L O'Brien, Diane S Hutchinson, Daniel P Smith, Matthew C Wong, Xianjun Tian, Tulin Ayvaz, Auriole Tamegnon, Nguyen Truong, Hannah Moreno, Lauren Riley, Eduardo Moreno, Tonya Bauch, Lenka Kusic, Ginger Metcalf, Donna Muzny, HarshaVArdhan Doddapaneni, Richard Gibbs, Sandra Ke, Niveen Mulholland, Kasia Bourcier, Thomas Briese, Suzanne Bennett Johnson, Eric Triplett

Affiliations

¹ Faculty of Medicine and Health Techology, Tampere University, Tampere, Finland katri.lindfors@tuni.fi.
² Faculty of Medicine and Health Techology, Tampere University, Tampere, Finland.
³ Institute for Molecular Medicine Finland, University of Helsinki, Helsinki, Finland.
⁴ Morsani College of Medicine, University of South Florida, Tampa, Florida, USA.
⁵ Center for Child Health Research, Tampere University and Tampere University Hospital, Tampere, Finland.
⁶ The University Consortium of Seinäjoki, Seinäjoki, Finland.
⁷ University of Colorado Denver, Anschutz Medical Campus, Aurora, Colorado, USA.
⁸ Digestive Health Institute, Children's Hospital Colorado, Aurora, United States.
⁹ Ludwig-Maximilians-Universitat Munchen, Munchen, Bayern, Germany.
¹⁰ Division of Paediatric Gastroenterology and Hepatology, Dr von Hauner Children's Hospital, Munchen, Germany.
¹¹ Barbara Davis Center for Childhood Diabetes, University of Colorado Denver, Denver, Colorado, USA.
¹² Pacific Northwest Research Institute, Seattle, Washington, USA.
¹³ Research Centre for Integrative Physiology and Phamacology, Institute of Biomedicine, University of Turku, Turku, Finland.
¹⁴ Department of Paediatrics, Turku University Hospital, Turku, Finland.
¹⁵ Kliikum Rechts der Isar, Technische Universität München, Munchen, Bayern, Germany.
¹⁶ Institute of Diabetes Research, Helmholtz Zentrum München, Germany.
¹⁷ Forschergruppe Diabetes e.V, Neuherberg, Germany.
¹⁸ National Institute of Diabetes and Digestive and Kidney Disease, National Institutes of Health, Bethesda, Maryland, USA.
¹⁹ Alkek Center for Metagenomics and Microbiome Research, Department of Molecular Virology and Microbiology, Baylor College of Medicine, Houston, Texas, USA.
²⁰ The Diabetes and Celiac Disease Unit, Department of Clinical Sciences, Lund University, Lund, Sweden.

^# Contributed equally.

PMID: 31744911
PMCID: PMC7234892
DOI: 10.1136/gutjnl-2019-319809

Abstract

Objective: Higher gluten intake, frequent gastrointestinal infections and adenovirus, enterovirus, rotavirus and reovirus have been proposed as environmental triggers for coeliac disease. However, it is not known whether an interaction exists between the ingested gluten amount and viral exposures in the development of coeliac disease. This study investigated whether distinct viral exposures alone or together with gluten increase the risk of coeliac disease autoimmunity (CDA) in genetically predisposed children.

Design: The Environmental Determinants of Diabetes in the Young study prospectively followed children carrying the HLA risk haplotypes DQ2 and/or DQ8 and constructed a nested case-control design. From this design, 83 CDA case-control pairs were identified. Median age of CDA was 31 months. Stool samples collected monthly up to the age of 2 years were analysed for virome composition by Illumina next-generation sequencing followed by comprehensive computational virus profiling.

Results: The cumulative number of stool enteroviral exposures between 1 and 2 years of age was associated with an increased risk for CDA. In addition, there was a significant interaction between cumulative stool enteroviral exposures and gluten consumption. The risk conferred by stool enteroviruses was increased in cases reporting higher gluten intake.

Conclusions: Frequent exposure to enterovirus between 1 and 2 years of age was associated with increased risk of CDA. The increased risk conferred by the interaction between enteroviruses and higher gluten intake indicate a cumulative effect of these factors in the development of CDA.

Keywords: coeliac disease; gluten; small bowel.

PubMed Disclaimer

Conflict of interest statement

Competing interests: HH is a shareholder and chairman of the board of Vactech Ltd, which develops vaccines against picornaviruses.

Figures

**Figure 1**
Flow chart describing the selection of the CDA case–control pairs for the study. CDA, coeliac disease autoimmunity; IA; islet autoantibody; NCC, nested case–control; T1D, type 1 diabetes.

**Figure 2**
Stool samples positive for (A) any of the investigated viruses and (B) enteroviruses by 2 years of age as a percentage of samples available at each collection age. Filled triangles denote cases with CDA and unfilled circles controls. Bars represent the percentage of case–control pairs from whom stool samples were available for analysis at each collection age. CDA, coeliac disease autoimmunity.

**Figure 3**
Effect of the enteroviral exposures between 1 and 2 years of age and risk of coeliac disease autoimmunity stratified by cumulative gluten consumption up to 2 years of age.

See this image and copyright information in PMC

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References

1. Vojdani A. A potential link between environmental triggers and autoimmunity. Autoimmune Dis 2014;2014:1–18. 10.1155/2014/437231 - DOI - PMC - PubMed
1. Dieterich W, Ehnis T, Bauer M, et al. . Identification of tissue transglutaminase as the autoantigen of celiac disease. Nat Med 1997;3:797–801. 10.1038/nm0797-797 - DOI - PubMed
1. Kurppa K, Collin P, Viljamaa M, et al. . Diagnosing mild enteropathy celiac disease: a randomized, controlled clinical study. Gastroenterology 2009;136:816–23. 10.1053/j.gastro.2008.11.040 - DOI - PubMed
1. Kurppa K, Ashorn M, Iltanen S, et al. . Celiac disease without villous atrophy in children: a prospective study. J Pediatr 2010;157:373–80. 10.1016/j.jpeds.2010.02.070 - DOI - PubMed
1. Andrén Aronsson C, Lee H-S, Koletzko S, et al. . Effects of gluten intake on risk of celiac disease: a case-control study on a Swedish birth cohort. Clin Gastroenterol Hepatol 2016;14:403–9. 10.1016/j.cgh.2015.09.030 - DOI - PMC - PubMed

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[1] Vojdani A. A potential link between environmental triggers and autoimmunity. Autoimmune Dis 2014;2014:1–18. 10.1155/2014/437231 - DOI - PMC - PubMed

[2] Vojdani A. A potential link between environmental triggers and autoimmunity. Autoimmune Dis 2014;2014:1–18. 10.1155/2014/437231 - DOI - PMC - PubMed

[3] Dieterich W, Ehnis T, Bauer M, et al. . Identification of tissue transglutaminase as the autoantigen of celiac disease. Nat Med 1997;3:797–801. 10.1038/nm0797-797 - DOI - PubMed

[4] Dieterich W, Ehnis T, Bauer M, et al. . Identification of tissue transglutaminase as the autoantigen of celiac disease. Nat Med 1997;3:797–801. 10.1038/nm0797-797 - DOI - PubMed

[5] Kurppa K, Collin P, Viljamaa M, et al. . Diagnosing mild enteropathy celiac disease: a randomized, controlled clinical study. Gastroenterology 2009;136:816–23. 10.1053/j.gastro.2008.11.040 - DOI - PubMed

[6] Kurppa K, Collin P, Viljamaa M, et al. . Diagnosing mild enteropathy celiac disease: a randomized, controlled clinical study. Gastroenterology 2009;136:816–23. 10.1053/j.gastro.2008.11.040 - DOI - PubMed

[7] Kurppa K, Ashorn M, Iltanen S, et al. . Celiac disease without villous atrophy in children: a prospective study. J Pediatr 2010;157:373–80. 10.1016/j.jpeds.2010.02.070 - DOI - PubMed

[8] Kurppa K, Ashorn M, Iltanen S, et al. . Celiac disease without villous atrophy in children: a prospective study. J Pediatr 2010;157:373–80. 10.1016/j.jpeds.2010.02.070 - DOI - PubMed

[9] Andrén Aronsson C, Lee H-S, Koletzko S, et al. . Effects of gluten intake on risk of celiac disease: a case-control study on a Swedish birth cohort. Clin Gastroenterol Hepatol 2016;14:403–9. 10.1016/j.cgh.2015.09.030 - DOI - PMC - PubMed

[10] Andrén Aronsson C, Lee H-S, Koletzko S, et al. . Effects of gluten intake on risk of celiac disease: a case-control study on a Swedish birth cohort. Clin Gastroenterol Hepatol 2016;14:403–9. 10.1016/j.cgh.2015.09.030 - DOI - PMC - PubMed

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Metagenomics of the faecal virome indicate a cumulative effect of enterovirus and gluten amount on the risk of coeliac disease autoimmunity in genetically at risk children: the TEDDY study

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Metagenomics of the faecal virome indicate a cumulative effect of enterovirus and gluten amount on the risk of coeliac disease autoimmunity in genetically at risk children: the TEDDY study

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