Trends in the Molecular Epidemiology and Genetic Mechanisms of Transmitted Human Immunodeficiency Virus Type 1 Drug Resistance in a Large US Clinic Population
Clinical Infectious Diseases
MAJOR ARTICLE
Trends in the Molecular Epidemiology and Genetic
Mechanisms of Transmitted Human Immunodeficiency
Virus Type 1 Drug Resistance in a Large US Clinic
Population
1
Division of Infectious Diseases, Department of Medicine, Stanford University, 2Department of Internal Medicine, Kaiser Permanente Northern California, San Francisco, 3Department of Infectious
Diseases, Kaiser Permanente Northern California, San Leandro, 4Department of Infectious Diseases, Kaiser Permanente Northern California, Oakland, and 5Department of Pathology, Stanford
University, California; 6Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, Massachusetts; 7Division of Research, Kaiser Permanente Northern California, Oakland; and
8
Department of Biology, Temple University, Philadelphia, Pennsylvania
Background. There are few large studies of transmitted drug resistance (TDR) prevalence and the drug resistance mutations
(DRMs) responsible for TDR in the United States.
Methods. Human immunodeficiency virus type 1 (HIV-1) reverse transcriptase (RT) and protease sequences were obtained
from 4253 antiretroviral therapy (ART)–naive individuals in a California clinic population from 2003 to 2016. Phylogenetic analyses
were performed to study linkages between TDR strains and selection pressure on TDR-associated DRMs.
Results. From 2003 to 2016, there was a significant increase in overall (odds ratio [OR], 1.05 per year [95% confidence interval {CI}, 1.03–1.08]; P < .001) and nonnucleoside RT inhibitor (NNRTI)–associated TDR (OR, 1.11 per year [95% CI, 1.08–1.15];
P < .001). Between 2012 and 2016, TDR rates to any drug class ranged from 15.7% to 19.2%, and class-specific rates ranged from
10.0% to 12.8% for NNRTIs, 4.1% to 8.1% for nucleoside RT inhibitors (NRTIs), and 3.6% to 5.2% for protease inhibitors. The thymidine analogue mutations, M184V/I and the tenofovir-associated DRMs K65R and K70E/Q/G/N/T accounted for 82.9%, 7.3%,
and 1.4% of NRTI-associated TDR, respectively. Thirty-seven percent of TDR strains clustered with other TDR strains sharing the
same DRMs.
Conclusions. Although TDR has increased significantly in this large cohort, many TDR strains are unlikely to influence the
activity of currently preferred first-line ART regimens. The high proportion of DRMs associated with infrequently used regimens
combined with the clustering of TDR strains suggest that some TDR strains are being transmitted between ART-naive individuals.
Keywords. HIV-1 transmission; HIV-1 drug resistance; mutation; reverse transcriptase; protease.
In the United States, routine human immunodeficiency virus
type 1 (HIV-1) genotypic resistance testing at the time of diagnosis or prior to starting antiretroviral therapy (ART) began
about 15 years ago [1, 2]. Although there have been several US
studies of transmitted drug resistance (TDR) prevalence, few
large studies have characterized the evolution of TDR, the drug
resistance mutations (DRMs) responsible for TDR, and the predicted clinical significance of these DRMs [3–11].
Received 22 February 2018; editorial decision 15 May 2018; accepted 25 May 2018; published
online May 26, 2018
Correspondence: S.-Y. Rhee, Division of Infectious Diseases, Stanford University Medical
Center, 1000 Welch Rd, Suite 202, Stanford, CA 94304 ().
Clinical Infectious Diseases® 2019;68(2):213–21
© The Author(s) 2018. Published by Oxford University Press for the Infectious Diseases
Society of America. This is an Open Access article distributed under the terms of the Creative
Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/
by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any
medium, provided the original work is not altered or transformed in any way, and that the
work is properly cited. For commercial re-use, please contact
DOI: 10.1093/cid/ciy453
In this study, we examined the changing prevalence of TDR
from 2003 to 2016 in a large clinic population in a region with
high ART coverage. We also characterized the specific DRMs
responsible for TDR, and the likely clinical significance of
TDR in an era in which nonnucleoside reverse transcriptase
inhibitor (NNRTI)–containing regimens are no longer preferred regimens for initial therapy, and in which thymidine
analogues are rarely used. We performed phylogenetic analyses to determine how much TDR emanates from established
circulating drug-resistant strains as opposed to multiple independent episodes of acquired drug resistance and to identify
selection pressures at DRM positions in viruses from ARTnaive individuals.
METHODS
Study Cohort and Virus Samples
The study cohort comprised all ART-naive adults in Kaiser
Permanente Northern California (KPNC) undergoing dideoxynucleotide genotypic resistance testing of HIV-1 reverse
Transmitted HIV-1 Drug Resistance • CID 2019:68 (15 January) • 213
Soo-Yon Rhee,1 Dana Clutter,1 W. Jeffrey Fessel,2 Daniel Klein,3 Sally Slome,4 Benjamin A. Pinsky,5 Julia L. Marcus,6 Leo Hurley,7
Michael J. Silverberg,7 Sergei L. Kosakovsky Pond,8 and Robert W. Shafer1
transcriptase (RT) and protease between January 2003 and
December 2016 at the Stanford University Healthcare Diagnostic
Virology Laboratory. KPNC is estimated provide care to approximately 25% of the insured population in Northern California
[12]. Cohort individuals were characterized by age, gender, race,
HIV acquisition risk factor, and baseline plasma HIV-1 RNA level
and CD4 count. For ART-naive individuals having >1 resistance
test, the virus sequence of the first test was analyzed. Sequences
from 13 individuals not encompassing protease positions 10–90
and RT positions 40–240 were excluded. The Stanford University
and KPNC institutional review boards approved this study.
TDR was defined as the presence of 1 or more mutations from
the World Health Organization 2009 list of 93 surveillance DRMs
(SDRMs) at 43 positions, including 34 nucleoside reverse transcriptase inhibitor (NRTI)–, 19 NNRTI-, and 40 protease inhibitor (PI)–associated DRMs [13]. We determined the proportion
of individuals with TDR to each class and with multiclass TDR.
We used generalized binomial logistic regression models to
assess the relationship between sample year and TDR and calculated the odds ratio for yearly increases in TDR prevalence.
A subset of the NRTI-associated SDRMs were classified
as thymidine analogue mutations (TAMs) including M41L,
D67N/G, K70R, L210W, T215Y/F, K219Q/E/R/N, and the T215
revertants T215C/D/E/I/S/V (which evolve from T215F/Y
in the absence of selective drug pressure). Several additional
DRMs not on the SDRM list were analyzed including (1) the
primarily tenofovir disoproxil fumarate (TDF)–selected DRMs
A62V, K65N, and K70G/N/Q/S/T [14] and (2) the primarily rilpivirine (RPV)–selected DRMs E138A/G/K/Q, of which E138A
is polymorphic, occurring in 1%–4% of viruses from ART-naive
individuals [15, 16].
The Stanford H (...truncated)