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Abstract
The HIV-1 reservoir is the major hurdle to curing HIV-1. However, the impact of the viral genome on the HIV-1 reservoir, i.e. its heritability, remains unknown. We investigate the heritability of the HIV-1 reservoir size and its long-term decay by analyzing the distribution of those traits on viral phylogenies from both partial-pol and viral near full-length genome sequences. We use a unique nationwide cohort of 610 well-characterized HIV-1 subtype-B infected individuals on suppressive ART for a median of 5.4 years. We find that a moderate but significant fraction of the HIV-1 reservoir size 1.5 years after the initiation of ART is explained by genetic factors. At the same time, we find more tentative evidence for the heritability of the long-term HIV-1 reservoir decay. Our findings indicate that viral genetic factors contribute to the HIV-1 reservoir size and hence the infecting HIV-1 strain may affect individual patients’ hurdle towards a cure.
The HIV reservoir is a major hurdle for a cure of HIV, but the factors determining its size and dynamics remain unclear. Here the authors show in a large cohort of 610 HIV-1 infected individuals, who are on suppressive ART for a median of 5.4 years, that viral genetic factors contribute substantially to the HIV-1 reservoir size.
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1 University Hospital Zurich, Department of Infectious Diseases and Hospital Epidemiology, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977); ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780)
2 University Hospital Zurich, Department of Infectious Diseases and Hospital Epidemiology, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977); University of Zurich, Institute of Medical Virology, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650)
3 ETH Zurich, Department of Biosystems Science and Engineering, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780); Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006)
4 Collège de France, Center for Interdisciplinary Research in Biology, Paris, France (GRID:grid.410533.0) (ISNI:0000 0001 2179 2236)
5 Swiss Institute of Bioinformatics, Lausanne, Switzerland (GRID:grid.419765.8) (ISNI:0000 0001 2223 3006); Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780)
6 Department of Biosystems Science and Engineering, ETH Zurich, Basel, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780)
7 IBM Research - Zurich, Zurich, Switzerland (GRID:grid.410387.9)
8 EPFL, School of Life Sciences, Lausanne, Switzerland (GRID:grid.5333.6) (ISNI:0000000121839049); Lausanne University Hospital and University of Lausanne, Precision Medicine Unit, Lausanne, Switzerland (GRID:grid.8515.9) (ISNI:0000 0001 0423 4662)
9 University of Basel, Department of Mathematics and Computer Science, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)
10 University of Zurich, Institute of Medical Virology, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650)
11 University of Lausanne, Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (GRID:grid.9851.5) (ISNI:0000 0001 2165 4204)
12 University of Basel, Molecular Virology, Department Biomedicine - Petersplatz, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)
13 Geneva University Hospital, Laboratory of Virology, Geneva, Switzerland (GRID:grid.150338.c) (ISNI:0000 0001 0721 9812)
14 University of Basel, Department of Infectious Diseases and Hospital Epidemiology, University Hospital Basel, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)
15 University of Bern, Department of Infectious Diseases, Inselspital, Bern University Hospital, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157)
16 University of Geneva, Institute of Global Health, Geneva, Switzerland (GRID:grid.8591.5) (ISNI:0000 0001 2322 4988)
17 Cantonal Hospital of St. Gallen, Division of Infectious Diseases and Hospital Epidemiology, St. Gallen, Switzerland (GRID:grid.413349.8) (ISNI:0000 0001 2294 4705)
18 Regional Hospital, Infectious Diseases Service, Lugano, Switzerland (GRID:grid.413349.8)
19 University of Lausanne, Division of Infectious Diseases, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (GRID:grid.9851.5) (ISNI:0000 0001 2165 4204)
20 University Hospital Zurich, Department of Infectious Diseases and Hospital Epidemiology, Zurich, Switzerland (GRID:grid.412004.3) (ISNI:0000 0004 0478 9977)
21 ETH Zurich, Department of Environmental Systems Science, Zurich, Switzerland (GRID:grid.5801.c) (ISNI:0000 0001 2156 2780)
22 University of Basel, Basel Institute for Clinical Epidemiology and Biostatistics, University Hospital Basel, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)
23 University of Lausanne, Institute of Microbiology, University Hospital Lausanne, Lausanne, Switzerland (GRID:grid.9851.5) (ISNI:0000 0001 2165 4204)
24 Canton St. Gallen, Centre for Laboratory Medicine, St. Gallen, Switzerland (GRID:grid.9851.5)
25 University of Bern, Institute of Social and Preventive Medicine, Bern, Switzerland (GRID:grid.5734.5) (ISNI:0000 0001 0726 5157)
26 Kantonsspital Aarau, Clinic for Infectious Diseases and Hospital Hygiene, Aarau, Switzerland (GRID:grid.413357.7) (ISNI:0000 0000 8704 3732)
27 Positive Council, Zurich, Switzerland (GRID:grid.5801.c)
28 Lausanne University Hospital and University of Lausanne, Precision Medicine Unit, Lausanne, Switzerland (GRID:grid.8515.9) (ISNI:0000 0001 0423 4662); University of Lausanne, Division of Immunology and Allergy, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland (GRID:grid.9851.5) (ISNI:0000 0001 2165 4204)
29 University of Basel, Clinic for Obstetrics, University Hospital Basel, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)
30 Geneva University Hospital, Laboratory of Virology, Geneva, Switzerland (GRID:grid.150338.c) (ISNI:0000 0001 0721 9812); Children’s Hospital of Eastern Switzerland, St. Gallen, Switzerland (GRID:grid.414079.f) (ISNI:0000 0004 0568 6320)
31 Cantonal Institute of Microbiology, Bellinzona, Switzerland (GRID:grid.412004.3)
32 University of Geneva, Department of Obstetrics and Gynecology, University Hospital Geneva, Geneva, Switzerland (GRID:grid.8591.5) (ISNI:0000 0001 2322 4988)
33 University of Zurich, University Children’s Hospital, Zurich, Switzerland (GRID:grid.7400.3) (ISNI:0000 0004 1937 0650)
34 EPFL, School of Life Sciences, Lausanne, Switzerland (GRID:grid.5333.6) (ISNI:0000000121839049)
35 University of Basel, University Children’s Hospital, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)
36 University of Basel, Kantonsspital Baselland, Basel, Switzerland (GRID:grid.6612.3) (ISNI:0000 0004 1937 0642)