A Comprehensive Genomics Solution for HIV Surveillance and Clinical Monitoring in Low-Income Settings

被引:45
作者
Bonsall, David [1 ,2 ]
Golubchik, Tanya [1 ]
de Cesare, Mariateresa [1 ,2 ]
Limbada, Mohammed [3 ,4 ]
Kosloff, Barry [3 ,4 ]
MacIntyre-Cockett, George [1 ,2 ]
Hall, Matthew [1 ]
Wymant, Chris [1 ]
Ansari, M. Azim [2 ,5 ]
Abeler-Dorner, Lucie [1 ]
Schaap, Ab [3 ,4 ]
Brown, Anthony [5 ]
Barnes, Eleanor [5 ]
Piwowar-Manning, Estelle [6 ]
Eshleman, Susan [6 ]
Wilson, Ethan [7 ]
Emel, Lynda [7 ]
Hayes, Richard [4 ]
Fidler, Sarah [8 ]
Ayles, Helen [3 ,4 ]
Bowden, Rory [2 ]
Fraser, Christophe [1 ,2 ]
机构
[1] Univ Oxford, Li Ka Shing Ctr Hlth Informat & Discovery, Big Data Inst, Nuffield Dept Med, Oxford, England
[2] Univ Oxford, Wellcome Ctr Human Genet, Oxford, England
[3] Univ Zambia, ZAMBART, Lusaka, Zambia
[4] London Sch Hyg & Trop Med, London, England
[5] Univ Oxford, Peter Medawar Bldg Pathogen Res, Oxford, England
[6] Johns Hopkins Univ, Sch Med, Dept Pathol, Baltimore, MD 21205 USA
[7] Fred Hutchinson Canc Res Ctr, Stat Ctr HIV AIDS Res, 1124 Columbia St, Seattle, WA 98104 USA
[8] Imperial Coll London, Imperial Coll NIHR BRC, Dept Infect Dis, London, England
基金
比尔及梅琳达.盖茨基金会; 英国医学研究理事会;
关键词
HIV; NGS; viral genomics; public health; sub-Saharan Africa; viral sequencing; bait capture; short-read sequencing; Illumina; SMARTer; HPTN; PopART; 071; phylogenetics; viral evolution; drug resistance; antiretroviral therapy; RNA virus; antiretroviral resistance; drug resistance evolution; gene sequencing; human immunodeficiency virus; phylogenetic analysis; surveillance studies; REVERSE-TRANSCRIPTASE; TRANSMISSION; EPIDEMICS;
D O I
10.1128/JCM.00382-20
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Viral genetic sequencing can be used to monitor the spread of HIV drug resistance, identify appropriate antiretroviral regimes, and characterize transmission dynamics. Despite decreasing costs, next-generation sequencing (NGS) is still prohibitively costly for routine use in generalized HIV epidemics in low- and middle-income countries. Here, we present veSEQ-HIV, a high-throughput, cost-effective NGS sequencing method and computational pipeline tailored specifically to HIV, which can be performed using leftover blood drawn for routine CD4 cell count testing. This method overcomes several major technical challenges that have prevented HIV sequencing from being used routinely in public health efforts; it is fast, robust, and cost-efficient, and generates full genomic sequences of diverse strains of HIV without bias. The complete veSEQ-HIV pipeline provides viral load estimates and quantitative summaries of drug resistance mutations; it also exploits information on within-host viral diversity to construct directed transmission networks. We evaluated the method's performance using 1,620 plasma samples collected from individuals attending 10 large urban clinics in Zambia as part of the HPTN 071-2 study (PopART Phylogenetics). Whole HIV genomes were recovered from 91% of samples with a viral load of >1,000 copies/ml. The cost of the assay (30 GBP per sample) compares favorably with existing VL and HIV genotyping tests, proving an affordable option for combining HIV clinical monitoring with molecular epidemiology and drug resistance surveillance in low-income settings.
引用
收藏
页数:13
相关论文
共 36 条
[1]   The missing 27% [J].
Akullian, Adam ;
Bershteyn, Anna ;
Jewell, Britta ;
Camlin, Carol S. .
AIDS, 2017, 31 (17) :2427-2429
[2]  
[Anonymous], 90 90 90 AMB TREATM
[3]  
[Anonymous], 2015, HIV drug resistance surveillance guidance - 2015 update
[4]   SPAdes: A New Genome Assembly Algorithm and Its Applications to Single-Cell Sequencing [J].
Bankevich, Anton ;
Nurk, Sergey ;
Antipov, Dmitry ;
Gurevich, Alexey A. ;
Dvorkin, Mikhail ;
Kulikov, Alexander S. ;
Lesin, Valery M. ;
Nikolenko, Sergey I. ;
Son Pham ;
Prjibelski, Andrey D. ;
Pyshkin, Alexey V. ;
Sirotkin, Alexander V. ;
Vyahhi, Nikolay ;
Tesler, Glenn ;
Alekseyev, Max A. ;
Pevzner, Pavel A. .
JOURNAL OF COMPUTATIONAL BIOLOGY, 2012, 19 (05) :455-477
[5]   Viral genetic variation accounts for a third of variability in HIV-1 set-point viral load in Europe [J].
Blanquart, Francois ;
Wymant, Chris ;
Cornelissen, Marion ;
Gall, Astrid ;
Bakker, Margreet ;
Bezemer, Daniela ;
Hall, Matthew ;
Hillebregt, Mariska ;
Ong, Swee Hoe ;
Albert, Jan ;
Bannert, Norbert ;
Fellay, Jacques ;
Fransen, Katrien ;
Gourlay, Annabelle J. ;
Grabowski, M. Kate ;
Gunsenheimer-Bartmeyer, Barbara ;
Guenthard, Huldrych F. ;
Kivela, Pia ;
Kouyos, Roger ;
Laeyendecker, Oliver ;
Liitsola, Kirsi ;
Meyer, Laurence ;
Porter, Kholoud ;
Ristola, Matti ;
van Sighem, Ard ;
Vanham, Guido ;
Berkhout, Ben ;
Kellam, Paul ;
Reiss, Peter ;
Fraser, Christophe .
PLOS BIOLOGY, 2017, 15 (06)
[6]   Trimmomatic: a flexible trimmer for Illumina sequence data [J].
Bolger, Anthony M. ;
Lohse, Marc ;
Usadel, Bjoern .
BIOINFORMATICS, 2014, 30 (15) :2114-2120
[7]  
Bonsall D, 2018, HIV GENOTYPING PHYLO
[8]  
Bonsall David, 2015, F1000Res, V4, P1062, DOI 10.12688/f1000research.7111.1
[9]   Near-optimal probabilistic RNA-seq quantification (vol 34, pg 525, 2016) [J].
Bray, Nicolas L. ;
Pimentel, Harold ;
Melsted, Pall ;
Pachter, Lior .
NATURE BIOTECHNOLOGY, 2016, 34 (08) :888-888
[10]   Ethical considerations in global HIV phylogenetic research [J].
Coltart, Cordelia E. M. ;
Hoppe, Anne ;
Parker, Michael ;
Dawson, Liza ;
Amon, Joseph J. ;
Simwinga, Musonda ;
Geller, Gail ;
Henderson, Gail ;
Laeyendecker, Oliver ;
Tucker, Joseph D. ;
Eba, Patrick ;
Novitsky, Vladimir ;
Vandamme, Anne-Mieke ;
Seeley, Janet ;
Dallabetta, Gina ;
Harling, Guy ;
Grabowski, M. Kate ;
Godfrey-Faussett, Peter ;
Fraser, Christophe ;
Cohen, Myron S. ;
Pillay, Deenan .
LANCET HIV, 2018, 5 (11) :E656-E666