1
|
Corona E, Wang L, Ko D, Patel CJ. Systematic detection of positive selection in the human-pathogen interactome and lasting effects on infectious disease susceptibility. PLoS One 2018; 13:e0196676. [PMID: 29799843 PMCID: PMC5969750 DOI: 10.1371/journal.pone.0196676] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/14/2018] [Accepted: 04/17/2018] [Indexed: 01/07/2023] Open
Abstract
Infectious disease has shaped the natural genetic diversity of humans throughout the world. A new approach to capture positive selection driven by pathogens would provide information regarding pathogen exposure in distinct human populations and the constantly evolving arms race between host and disease-causing agents. We created a human pathogen interaction database and used the integrated haplotype score (iHS) to detect recent positive selection in genes that interact with proteins from 26 different pathogens. We used the Human Genome Diversity Panel to identify specific populations harboring pathogen-interacting genes that have undergone positive selection. We found that human genes that interact with 9 pathogen species show evidence of recent positive selection. These pathogens are Yersenia pestis, human immunodeficiency virus (HIV) 1, Zaire ebolavirus, Francisella tularensis, dengue virus, human respiratory syncytial virus, measles virus, Rubella virus, and Bacillus anthracis. For HIV-1, GWAS demonstrate that some naturally selected variants in the host-pathogen protein interaction networks continue to have functional consequences for susceptibility to these pathogens. We show that selected human genes were enriched for HIV susceptibility variants (identified through GWAS), providing further support for the hypothesis that ancient humans were exposed to lentivirus pandemics. Human genes in the Italian, Miao, and Biaka Pygmy populations that interact with Y. pestis show significant signs of selection. These results reveal some of the genetic footprints created by pathogens in the human genome that may have left lasting marks on susceptibility to infectious disease.
Collapse
Affiliation(s)
- Erik Corona
- Department of Biomedical Informatics, RTI International, Durham, NC, United States of America
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, United States of America
- * E-mail:
| | - Liuyang Wang
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, United States of America
| | - Dennis Ko
- Department of Molecular Genetics and Microbiology, Duke University Medical Center, Durham, NC, United States of America
- Department of Medicine, Duke University Medical Center, Durham, NC, United States of America
| | - Chirag J. Patel
- Department of Biomedical Informatics, Harvard Medical School, Boston, MA, United States of America
| |
Collapse
|
2
|
Sim WH, Wagner J, Cameron DJ, Catto‐Smith AG, Bishop RF, Kirkwood CD. Expression profile of genes involved in pathogenesis of pediatric Crohn's disease. J Gastroenterol Hepatol 2012; 27:1083-93. [PMID: 22098497 PMCID: PMC7167032 DOI: 10.1111/j.1440-1746.2011.06973.x] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
BACKGROUND AND AIM Expression profiling of genes specific to pediatric Crohn's Disease (CD) patients was performed to elucidate the molecular mechanisms underlying disease cause and pathogenesis at disease onset. METHODS We used suppressive subtractive hybridization (SSH) and differential screening analysis to profile the mRNA expression patterns of children with CD and age- and sex-matched controls without inflammatory bowel disease (IBD). RESULTS Sequence analysis of 1000 clones enriched by SSH identified 75 functionally annotated human genes, represented by 430 clones. The 75 genes have potential involvement in gene networks, such as antigen presentation, inflammation, infection mechanism, connective tissue development, cell cycle and cancer. Twenty-eight genes were previously described in association with CD, while 47 were new genes not previously reported in the context of IBD. Additionally, 29 of the 75 genes have been previously implicated in bacterial and viral infections. Quantitative real-time reverse transcription polymerase chain reaction performed on ileal-derived RNA from 13 CD and nine non-IBD patients confirmed the upregulation of extracellular matrix gene MMP2 (P = 0.001), and cell proliferation gene REG1A (P = 0.063) in our pediatric CD cohort. CONCLUSION The retrieval of 28 genes previously reported in association with adult CD emphasizes the importance of these genes in the pediatric setting. The observed upregulation of REG1A and MMP2, and their known impact on cell proliferation and extracellular matrix remodeling, agrees with the clinical behavior of the disease. Moreover, the expressions of bacterial- and virus-related genes in our CD-patient tissues support the concept that microbial agents are important in the etiopathogenesis of CD.
Collapse
Affiliation(s)
- Winnie H Sim
- Enteric Virus Group, Murdoch Children's Research Institute, Victoria, Australia
| | - Josef Wagner
- Enteric Virus Group, Murdoch Children's Research Institute, Victoria, Australia
| | - Donald J Cameron
- Department of Gastroenterology, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Anthony G Catto‐Smith
- Department of Gastroenterology, Royal Children's Hospital, Melbourne, Victoria, Australia
| | - Ruth F Bishop
- Enteric Virus Group, Murdoch Children's Research Institute, Victoria, Australia
| | - Carl D Kirkwood
- Enteric Virus Group, Murdoch Children's Research Institute, Victoria, Australia
| |
Collapse
|
3
|
Crawford DC, Zheng N, Speelmon EC, Stanaway I, Rieder MJ, Nickerson DA, McElrath MJ, Lingappa J. An excess of rare genetic variation in ABCE1 among Yorubans and African-American individuals with HIV-1. Genes Immun 2009; 10:715-21. [PMID: 19657357 DOI: 10.1038/gene.2009.57] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Signatures of natural selection occur throughout the human genome and can be detected at the sequence level. We have re-sequenced ABCE1, a host candidate gene essential for HIV-1 capsid assembly, in European- (n=23) and African-descent (Yoruban; n=24) reference populations for genetic variation discovery. We identified an excess of rare genetic variation in Yoruban samples, and the resulting Tajima's D was low (-2.27). The trend of excess rare variation persisted in flanking candidate genes ANAPC10 and OTUD4, suggesting that this pattern of positive selection can be detected across the 184.5 kb examined on chromosome 4. Owing to ABCE1's role in HIV-1 replication, we re-sequenced the candidate gene in three small cohorts of HIV-1-infected or resistant individuals. We were able to confirm the excess of rare genetic variation among HIV-1-positive African-American individuals (n=53; Tajima's D=-2.34). These results highlight the potential importance of ABCE1's role in infectious diseases such as HIV-1.
Collapse
Affiliation(s)
- D C Crawford
- Department of Molecular Physiology and Biophysics, Center for Human Genetics Research, Vanderbilt University, Nashville, TN, USA
| | | | | | | | | | | | | | | |
Collapse
|
4
|
Tan W, Dong Z, Wilkinson TA, Barbas CF, Chow SA. Human immunodeficiency virus type 1 incorporated with fusion proteins consisting of integrase and the designed polydactyl zinc finger protein E2C can bias integration of viral DNA into a predetermined chromosomal region in human cells. J Virol 2006; 80:1939-48. [PMID: 16439549 PMCID: PMC1367172 DOI: 10.1128/jvi.80.4.1939-1948.2006] [Citation(s) in RCA: 71] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2005] [Accepted: 12/01/2005] [Indexed: 12/31/2022] Open
Abstract
In vitro studies using fusion proteins consisting of human immunodeficiency virus type 1 integrase (IN) and a synthetic polydactyl zinc finger protein E2C, a sequence-specific DNA-binding protein, showed that integration of retroviral DNA can be biased towards a contiguous 18-bp E2C-recognition site. To determine whether the fusion protein strategy can achieve site-specific integration in vivo, viruses were prepared by cotransfection and various IN-E2C fusion proteins were packaged in trans into virions. The resulting viruses incorporated with the IN-E2C fusion proteins were functional and capable of performing integration at a level ranging from 1 to 24% of that of viruses containing wild-type (WT) IN. Two of the more infectious viruses, which contained E2C fused to either the N (E2C/IN) or to the C (IN/E2C) terminus of IN, were tested for their ability to direct integration into a unique E2C-binding site present within the 5' untranslated region of erbB-2 gene on human chromosome 17. The copy number of proviral DNA was measured using a quantitative real-time nested-PCR assay, and the specificity of directed integration was determined by comparing the number of proviruses within the vicinity of the E2C-binding site to that in the whole genome. Viruses containing IN/E2C fusion proteins had sevenfold higher preference for integrating near the E2C-binding site than those viruses containing WT IN, whereas viruses containing E2C/IN had 10-fold higher preference. The results indicated that the IN-E2C fusion protein strategy is capable of directing integration of retroviral DNA into a predetermined chromosomal region in the human genome.
Collapse
Affiliation(s)
- Wenjie Tan
- Department of Molecular and Medical Pharmacology, Molecular Biology Institute, and UCLA AIDS Institute, UCLA School of Medicine, Los Angeles, CA 90095, USA
| | | | | | | | | |
Collapse
|
5
|
Mack KD, Jin X, Yu S, Wei R, Kapp L, Green C, Herndier B, Abbey NW, Elbaggari A, Liu Y, McGrath MS. HIV insertions within and proximal to host cell genes are a common finding in tissues containing high levels of HIV DNA and macrophage-associated p24 antigen expression. J Acquir Immune Defic Syndr 2003; 33:308-20. [PMID: 12843741 DOI: 10.1097/00126334-200307010-00004] [Citation(s) in RCA: 53] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
HIV integration within host cell genomic DNA is a requisite step of the viral infection cycle. Yet, characteristics of the sites of provirus integration within the host genome remain obscure. The authors present evidence that in diseased tissues showing a high level of HIV DNA and macrophage-associated HIV p24 antigen expression from end stage forms of HIV disease, HIV-1 integration sites were favored within genes and transcriptionally active host cell genomic loci. Using an inverse PCR (IPCR) technique that identified dominant integrated forms of HIV, clonal IPCR products were isolated from AIDS dementia, AIDS lymphoma, and angioimmunoblastic lymphadenopathy tissues. Thirty of 34 disease-associated HIV-1 insertions were identified within annotated and hypothetical genes, an unexpected but highly nonrandom genetic coding region association (p <.026). The 1% sensitivity thresholds used for HIV IPCR suggested some form of selective expansion of cells containing these HIV proviruses. Consistent with this interpretation were the HIV-1 insertion sites identified within introns of genes that encoded for factors associated with signal transduction, apoptosis, and transcription regulation. In addition, HIV-1 proviruses were frequently found proximal to genes that encoded for receptor-associated, signal transduction-associated, transcription-associated, and translation-associated proteins. HIV-1 integration within host cell genomic DNA potentially represents a significant insertional mutagenic event. In certain cases, provirus insertions may mediate the dysregulation of specific gene expression events, providing mechanisms contributing to the pathogenesis associated with certain AIDS-related diseases.
Collapse
Affiliation(s)
- K D Mack
- SLIL Biomedical Corporation, Menlo Park, California, USA
| | | | | | | | | | | | | | | | | | | | | |
Collapse
|
6
|
Berkhout B. Multiple biological roles associated with the repeat (R) region of the HIV-1 RNA genome. ADVANCES IN PHARMACOLOGY (SAN DIEGO, CALIF.) 2001; 48:29-73. [PMID: 10987088 DOI: 10.1016/s1054-3589(00)48003-8] [Citation(s) in RCA: 43] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/17/2023]
Affiliation(s)
- B Berkhout
- Department of Human Retrovirology, University of Amsterdam, The Netherlands
| |
Collapse
|
7
|
Lundeberg J, Larsen F. Solid-phase technology: magnetic heads to improve nucleic acid detection and analysis. BIOTECHNOLOGY ANNUAL REVIEW 1998; 1:373-401. [PMID: 9734991 DOI: 10.1016/s1387-2656(08)70057-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Affiliation(s)
- J Lundeberg
- Department of Immunology, Institute for Cancer Research, Norwegian Radium Hospital, Montebello, Oslo
| | | |
Collapse
|
8
|
Klaver B, Berkhout B. Comparison of 5' and 3' long terminal repeat promoter function in human immunodeficiency virus. J Virol 1994; 68:3830-40. [PMID: 8189520 PMCID: PMC236888 DOI: 10.1128/jvi.68.6.3830-3840.1994] [Citation(s) in RCA: 80] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/29/2023] Open
Abstract
The architecture of a retroviral genome presents some unusual features for transcriptional regulation because of duplication of the transcriptional control sequences in the 5' and 3' long terminal repeats (LTRs). We have studied the transcriptional activity of the 5' and 3' LTRs of human immunodeficiency virus type 1 (HIV-1) vectors. Using full-length HIV molecular clones, we demonstrate that both LTRs function as Tat-inducible promoters. However, the absolute levels of transcription were found to be much higher for the 5' LTR than for the 3' LTR promoter. When transcription was assayed for an integrated HIV-1 provirus, we also found that the upstream 5' LTR element was the major transcriptional promoter. 3' LTR transcription, however, can be triggered by inactivation of the 5' LTR promoter. Likewise, 5' LTR transcription is induced in constructs lacking a functional 3' LTR promoter. This phenomenon of promoter suppression may have important implications for the design of HIV-based retrovirus vectors.
Collapse
Affiliation(s)
- B Klaver
- Department of Virology, Academic Medical Center, University of Amsterdam, The Netherlands
| | | |
Collapse
|
9
|
Abstract
Human immunodeficiency virus is an RNA virus in which the degree of genetic variation observed is phenomenal--up to 20% within an infected individual. This is essentially due to remorseless cycles of viral replication, most probably due to chronic activation of the immune system. It can be estimated that the number of variants in existence worldwide must be in excess of 10(14)-10(18), and given the nature of RNA viruses even more novel variants should emerge.
Collapse
Affiliation(s)
- S Wain-Hobson
- Unité de Rétrovirologie Moléculaire, Institut Pasteur, Paris, France
| |
Collapse
|