1
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Downie AE, Oyesola O, Barre RS, Caudron Q, Chen YH, Dennis EJ, Garnier R, Kiwanuka K, Menezes A, Navarrete DJ, Mondragón-Palomino O, Saunders JB, Tokita CK, Zaldana K, Cadwell K, Loke P, Graham AL. Spatiotemporal-social association predicts immunological similarity in rewilded mice. Sci Adv 2023; 9:eadh8310. [PMID: 38134275 PMCID: PMC10745690 DOI: 10.1126/sciadv.adh8310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 11/21/2023] [Indexed: 12/24/2023]
Abstract
Environmental influences on immune phenotypes are well-documented, but our understanding of which elements of the environment affect immune systems, and how, remains vague. Behaviors, including socializing with others, are central to an individual's interaction with its environment. We therefore tracked behavior of rewilded laboratory mice of three inbred strains in outdoor enclosures and examined contributions of behavior, including associations measured from spatiotemporal co-occurrences, to immune phenotypes. We found extensive variation in individual and social behavior among and within mouse strains upon rewilding. In addition, we found that the more associated two individuals were, the more similar their immune phenotypes were. Spatiotemporal association was particularly predictive of similar memory T and B cell profiles and was more influential than sibling relationships or shared infection status. These results highlight the importance of shared spatiotemporal activity patterns and/or social networks for immune phenotype and suggest potential immunological correlates of social life.
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Affiliation(s)
- Alexander E. Downie
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Oyebola Oyesola
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Ramya S. Barre
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health Sciences Center at San Antonio, San Antonio, TX 78229, USA
| | - Quentin Caudron
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Ying-Han Chen
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Emily J. Dennis
- Janelia Research Campus, Howard Hughes Medical Institute, Ashburn, VA 20147, USA
| | - Romain Garnier
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Kasalina Kiwanuka
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Arthur Menezes
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Daniel J. Navarrete
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
- Department of Microbiology and Immunology, School of Medicine, Stanford University, Stanford, CA 94305, USA
| | - Octavio Mondragón-Palomino
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Jesse B. Saunders
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Christopher K. Tokita
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
| | - Kimberly Zaldana
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY 10016, USA
| | - Ken Cadwell
- Division of Gastroenterology and Hepatology, Department of Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
- Department of Systems Pharmacology and Translational Therapeutics, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
- Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, PA 19104, USA
| | - P’ng Loke
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD 20892, USA
| | - Andrea L. Graham
- Department of Ecology and Evolutionary Biology, Princeton University, Princeton, NJ 08544, USA
- Santa Fe Institute, Santa Fe, NM 87501, USA
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2
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Oyesola O, Downie AE, Howard N, Barre RS, Kiwanuka K, Zaldana K, Chen YH, Menezes A, Lee SC, Devlin J, Mondragón-Palomino O, Souza COS, Herrmann C, Koralov S, Cadwell K, Graham AL, Loke P. Genetic and Environmental interactions contribute to immune variation in rewilded mice. bioRxiv 2023:2023.03.17.533121. [PMID: 36993484 PMCID: PMC10055251 DOI: 10.1101/2023.03.17.533121] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/31/2023]
Abstract
The relative and synergistic contributions of genetics and environment to inter-individual immune response variation remain unclear, despite its implications for understanding both evolutionary biology and medicine. Here, we quantify interactive effects of genotype and environment on immune traits by investigating three inbred mouse strains rewilded in an outdoor enclosure and infected with the parasite, Trichuris muris. Whereas cytokine response heterogeneity was primarily driven by genotype, cellular composition heterogeneity was shaped by interactions between genotype and environment. Notably, genetic differences under laboratory conditions can be decreased following rewilding, and variation in T cell markers are more driven by genetics, whereas B cell markers are driven more by environment. Importantly, variation in worm burden is associated with measures of immune variation, as well as genetics and environment. These results indicate that nonheritable influences interact with genetic factors to shape immune variation, with synergistic impacts on the deployment and evolution of defense mechanisms.
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Affiliation(s)
- Oyebola Oyesola
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Alexander E. Downie
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ, USA
| | - Nina Howard
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Ramya S. Barre
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ, USA
| | - Kasalina Kiwanuka
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Kimberly Zaldana
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Ying-Han Chen
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University, Grossman School of Medicine; New York, NY, USA
| | - Arthur Menezes
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ, USA
| | - Soo Ching Lee
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Joseph Devlin
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University, Grossman School of Medicine; New York, NY, USA
| | - Octavio Mondragón-Palomino
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Camila Oliveira Silva Souza
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
| | - Christin Herrmann
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University, Grossman School of Medicine; New York, NY, USA
| | - Sergei Koralov
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University, Grossman School of Medicine; New York, NY, USA
| | - Ken Cadwell
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University, Grossman School of Medicine; New York, NY, USA
- University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA
| | - Andrea L. Graham
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ, USA
- Santa Fe Institute, Santa Fe, NM, USA
| | - P’ng Loke
- Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health; Bethesda, MD, USA
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3
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Downie AE, Oyesola O, Barre RS, Caudron Q, Chen YH, Dennis EJ, Garnier R, Kiwanuka K, Menezes A, Navarrete DJ, Mondragón-Palomino O, Saunders JB, Tokita CK, Zaldana K, Cadwell K, Loke P, Graham AL. Social association predicts immunological similarity in rewilded mice. bioRxiv 2023:2023.03.15.532825. [PMID: 36993264 PMCID: PMC10055139 DOI: 10.1101/2023.03.15.532825] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
Abstract
Environmental influences on immune phenotypes are well-documented, but our understanding of which elements of the environment affect immune systems, and how, remains vague. Behaviors, including socializing with others, are central to an individual's interaction with its environment. We tracked behavior of rewilded laboratory mice of three inbred strains in outdoor enclosures and examined contributions of behavior, including social associations, to immune phenotypes. We found that the more associated two individuals were, the more similar their immune phenotypes were. Social association was particularly predictive of similar memory T and B cell profiles and was more influential than sibling relationships or worm infection status. These results highlight the importance of social networks for immune phenotype and reveal important immunological correlates of social life.
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Affiliation(s)
- A. E. Downie
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
| | - O. Oyesola
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health; Bethesda, MD 20892, USA
| | - R. S. Barre
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
- Department of Microbiology, Immunology, and Molecular Genetics, University of Texas Health Sciences Center at San Antonio; San Antonio, TX 78229, USA
| | - Q. Caudron
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
| | - Y.-H. Chen
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine; New York, NY 10016, USA
| | - E. J. Dennis
- Janelia Research Campus, Howard Hughes Medical Institute; Ashburn, VA 20147, USA
| | - R. Garnier
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
| | - K. Kiwanuka
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health; Bethesda, MD 20892, USA
| | - A. Menezes
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
| | - D. J. Navarrete
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
- Department of Microbiology and Immunology, School of Medicine, Stanford University; Stanford, CA 94305, USA
| | - O. Mondragón-Palomino
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health; Bethesda, MD 20892, USA
| | - J. B. Saunders
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
| | - C. K. Tokita
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
| | - K. Zaldana
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health; Bethesda, MD 20892, USA
- Department of Microbiology, New York University Grossman School of Medicine; New York, NY 10016, USA
| | - K. Cadwell
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine; New York, NY 10016, USA
- Department of Microbiology, New York University Grossman School of Medicine; New York, NY 10016, USA
- Division of Gastroenterology and Hepatology, Department of Medicine, New York University Grossman School of Medicine; New York, NY 10016, USA
| | - P. Loke
- Laboratory of Parasitic Diseases, National Institute for Allergy and Infectious Diseases, National Institutes of Health; Bethesda, MD 20892, USA
| | - A. L. Graham
- Department of Ecology and Evolutionary Biology, Princeton University; Princeton, NJ 08544, USA
- Santa Fe Institute; Santa Fe, NM 87501, USA
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4
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Tee MZ, Er YX, Easton AV, Yap NJ, Lee IL, Devlin J, Chen Z, Ng KS, Subramanian P, Angelova A, Oyesola O, Sargsian S, Ngui R, Beiting DP, Boey CCM, Chua KH, Cadwell K, Lim YAL, Loke P, Lee SC. Gut microbiome of helminth-infected indigenous Malaysians is context dependent. Microbiome 2022; 10:214. [PMID: 36476263 PMCID: PMC9727879 DOI: 10.1186/s40168-022-01385-x] [Citation(s) in RCA: 4] [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] [Figures] [Subscribe] [Scholar Register] [Received: 01/21/2022] [Accepted: 10/04/2022] [Indexed: 06/17/2023]
Abstract
BACKGROUND While microbiomes in industrialized societies are well characterized, indigenous populations with traditional lifestyles have microbiomes that are more akin to those of ancient humans. However, metagenomic data in these populations remains scarce, and the association with soil-transmitted helminth infection status is unclear. Here, we sequenced 650 metagenomes of indigenous Malaysians from five villages with different prevalence of helminth infections. RESULTS Individuals from villages with higher prevalences of helminth infections have more unmapped reads and greater microbial diversity. Microbial community diversity and composition were most strongly associated with different villages and the effects of helminth infection status on the microbiome varies by village. Longitudinal changes in the microbiome in response to albendazole anthelmintic treatment were observed in both helminth infected and uninfected individuals. Inference of bacterial population replication rates from origin of replication analysis identified specific replicating taxa associated with helminth infection. CONCLUSIONS Our results indicate that helminth effects on the microbiota were highly dependent on context, and effects of albendazole on the microbiota can be confounding for the interpretation of deworming studies. Furthermore, a substantial quantity of the microbiome remains unannotated, and this large dataset from an indigenous population associated with helminth infections is a valuable resource for future studies. Video Abstract.
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Affiliation(s)
- Mian Zi Tee
- Department of Biomedical Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Yi Xian Er
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Alice V Easton
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY, USA
| | - Nan Jiun Yap
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Ii Li Lee
- Kulliyyah of Medicine and Health Sciences, University Islam Antarabangsa Sultan Abdul Halim Mu'adzam Shah, 09300, Kuala Ketil, Kedah, Malaysia
| | - Joseph Devlin
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY, USA
| | - Ze Chen
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY, USA
| | - Kee Seong Ng
- Department of Gastroenterology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Poorani Subramanian
- Bioinformatics and Computational Biosciences Branch, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Angelina Angelova
- Bioinformatics and Computational Biosciences Branch, Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, MD, USA
| | - Oyebola Oyesola
- Type 2 Immunity Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, USA
| | - Shushan Sargsian
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY, USA
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine, New York, NY, USA
| | - Romano Ngui
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Daniel P Beiting
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | | | - Kek Heng Chua
- Department of Biomedical Science, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia
| | - Ken Cadwell
- Department of Microbiology, New York University Grossman School of Medicine, New York, NY, USA
- Kimmel Center for Biology and Medicine at the Skirball Institute, New York University Grossman School of Medicine, New York, NY, USA
- Division of Gastroenterology, Department of Medicine, New York University Langone Health, New York, NY, USA
| | - Yvonne Ai Lian Lim
- Department of Parasitology, Faculty of Medicine, Universiti Malaya, Kuala Lumpur, Malaysia.
| | - P'ng Loke
- Type 2 Immunity Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, USA.
| | - Soo Ching Lee
- Type 2 Immunity Section, Laboratory of Parasitic Diseases, National Institute of Allergy and Infectious Diseases, National Institute of Health, Bethesda, MD, USA.
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5
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Abstract
Coevolutionary adaptation between humans and helminths has developed a finely tuned balance between host immunity and chronic parasitism due to immunoregulation. Given that these reciprocal forces drive selection, experimental models of helminth infection are ideally suited for discovering how host protective immune responses adapt to the unique tissue niches inhabited by these large metazoan parasites. This review highlights the key discoveries in the immunology of helminth infection made over the last decade, from innate lymphoid cells to the emerging importance of neuroimmune connections. A particular emphasis is placed on the emerging areas within helminth immunology where the most growth is possible, including the advent of genetic manipulation of parasites to study immunology and the use of engineered T cells for therapeutic options. Lastly,we cover the status of human challenge trials with helminths as treatment for autoimmune disease, which taken together, stand to keep the study of parasitic worms at the forefront of immunology for years to come.
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Affiliation(s)
- Bonnie Douglas
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; ,
| | - Oyebola Oyesola
- Department of Immunology, University of Washington, Seattle, Washington 98109, USA; ,
| | - Martha M Cooper
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland 4878, Australia; ,
| | - Avery Posey
- Parker Institute for Cancer Immunotherapy, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; .,Department of Systems Pharmacology and Translational Therapeutics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA.,Corporal Michael J. Crescenz VA Medical Center, Philadelphia, Pennsylvania 19104, USA
| | - Elia Tait Wojno
- Department of Immunology, University of Washington, Seattle, Washington 98109, USA; ,
| | - Paul R Giacomin
- Centre for Molecular Therapeutics, Australian Institute of Tropical Health and Medicine, James Cook University, Cairns, Queensland 4878, Australia; ,
| | - De'Broski R Herbert
- Department of Pathobiology, School of Veterinary Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104, USA; ,
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Webb LM, Peng SA, Oyesola O, Cubitt RL, Danko C, Wojno EDT. The Notch signaling pathway controls basophil responses during helminth-induced type 2 inflammation. The Journal of Immunology 2018. [DOI: 10.4049/jimmunol.200.supp.168.16] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/05/2023]
Abstract
Abstract
Type 2 inflammation is characterized by production of the cytokines IL-4, IL-5 and IL-13 and is required for clearance of gastrointestinal helminth parasites, which infect over 2 billion people worldwide. Basophils are innate immune cells that promote expulsion of the helminth Trichuris muris in mice. However, the molecular mechanisms that control basophil function and gene expression during helminth-induced Type 2 inflammation remain unclear. We show that during T. muris infection, basophils localized to the intestine and upregulated components of the Notch signaling pathway, which regulates inflammatory gene expression programs. In vitro, Notch inhibition abrogated IL-33-elicited IL-4 and IL-6 production from basophils by directly targeting Il4 and Il6. Transcriptional profiling of Notch-deficient basophils revealed that Notch directs basophil responsiveness to inflammatory cues and effector gene expression. Mice lacking basophil-intrinsic Notch signaling had impaired worm clearance and decreased intestinal Type 2 effector mechanisms following infection. These findings demonstrate that Notch regulates basophil gene expression and effector function during helminth-induced Type 2 inflammation. We are now actively investigating how basophils interact with other cells in the intestine to orchestrate optimal Type 2 immune activation, and the role Notch plays in this process. These findings increase our understanding of the molecular signals that control innate immunity during Type 2 inflammation and may have far-reaching impact on the development of therapeutics aimed at modulating Type 2 immune responses.
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