High baseline body mass index predicts recovery of CD4+ T lymphocytes for HIV/AIDS patients receiving long-term antiviral therapy
PLOS ONE
RESEARCH ARTICLE
High baseline body mass index predicts
recovery of CD4+ T lymphocytes for HIV/AIDS
patients receiving long-term antiviral therapy
Jiawen Zhu ID1,2☯, Haimei Huang1☯, Min Wang1, Yun Zhang1, Jinli Mo1,2, Weiyi Tian1,
Sumin Tan1, Li Jiang1, Zhihao Meng3*, Shanfang Qin3*, Chuanyi Ning ID1,2*
a1111111111
a1111111111
a1111111111
a1111111111
a1111111111
1 Nursing College, Guangxi Medical University, Nanning, Guangxi, China, 2 The Second Affiliated Hospital,
Guangxi Medical University, Nanning, Guangxi, China, 3 Chest Hospital of Guangxi Zhuang Autonomous
Region, Liuzhou, Guangxi, China
☯ These authors contributed equally to this work.
* (CN); (SQ); (ZM)
Abstract
OPEN ACCESS
Citation: Zhu J, Huang H, Wang M, Zhang Y, Mo J,
Tian W, et al. (2022) High baseline body mass
index predicts recovery of CD4+ T lymphocytes for
HIV/AIDS patients receiving long-term antiviral
therapy. PLoS ONE 17(12): e0279731. https://doi.
org/10.1371/journal.pone.0279731
Editor: Chika Kingsley Onwuamah, Nigerian
Institute of Medical Research, NIGERIA
Received: July 22, 2022
Accepted: December 14, 2022
Published: December 30, 2022
Peer Review History: PLOS recognizes the
benefits of transparency in the peer review
process; therefore, we enable the publication of
all of the content of peer review and author
responses alongside final, published articles. The
editorial history of this article is available here:
https://doi.org/10.1371/journal.pone.0279731
Copyright: © 2022 Zhu et al. This is an open access
article distributed under the terms of the Creative
Commons Attribution License, which permits
unrestricted use, distribution, and reproduction in
any medium, provided the original author and
source are credited.
Data Availability Statement: All data generated or
analyzed during this study are included in this
published article. There are no publicly available
data or materials.
The relationship between baseline BMI and CD4+ T cells during follow-up in HIV patients in
China requires further evaluation. We conducted a retrospective cohort study based on
adult AIDS patients who underwent or received antiretroviral therapy from 2003 to 2019 in
Guangxi, China. BMI was divided into categories and compared, and after adjusting for BMI
being related to the change in CD4 lymphocyte count, with normal weight as the reference
group, the BMI before treatment was positively correlated with the changes in CD4+ T cells
at different time periods. Among them, obese patients had significant CD4+ cell gain. In
patients with pretreatment CD4+ T lymphocyte counts <200 cells/μL, a higher BMI was
associated with an increased likelihood of achieving immunologic reconstitution [�350 cells/
μL: AHR: 1.02(1.01, 1.04), P = 0.004; �500 cells/μL: AHR: 1.03 (1.01, 1.05), P = 0.004].
Underweight in HIV patients was a risk factor for poor viral suppression [AHR: 1.24 (1.04,
1.48), P = 0.016]. Our study demonstrated that HIV/AIDS patients receiving ART with higher
baseline BMI had better immune reconstitution and that baseline BMI could be an important
predictor of immune reconstitution in patients receiving ART. Baseline BMI was not associated with virological failure, but a lower baseline BMI indicated poor viral suppression during
follow-up.
Introduction
In the antiretroviral therapy (ART) era, higher opportunistic infection and mortality rates are
associated with immunodeficiency [1–3]. With the success of ART, the pathogen-specific
immune recovery of the human body is promoted, thereby reducing the morbidity and mortality of AIDS- and non-AIDS-associated diseases [4]. CD4+ T lymphocyte counts are repeated
at least once a year to monitor the efficacy after treatment, and continuous monitoring of
peripheral CD4+ T cells in patients receiving long-term ART is important for understanding
the disease progression of HIV infections [5, 6].
PLOS ONE | https://doi.org/10.1371/journal.pone.0279731 December 30, 2022
1 / 18
PLOS ONE
Funding: This study received support from the
National Natural Science Foundation of China
(Grant Nos. 81803295 and 81760602), the Natural
Science Foundation of Guangxi
(2018GXNSFAA138031), the “Thirteenth FiveYear” National Major Science and Technology
Projects (2018ZX10715008–002 and
2018ZX10302104–001), the Innovation Project of
Guangxi Graduate Education (YCSW2021143), and
the Opening topic fund of Guangxi Key Laboratory
of AIDS Prevention and Treatment (No.gklapt
201902). There was no additional external funding
received for this study. The funders had no role in
study design, data collection and analysis, decision
to publish, or preparation of the manuscript.
Competing interests: The authors have declared
that no competing interests exist.
Abbreviations: BMI, Body mass index; HIV, human
immunodeficiency virus; AIDS, Acquired Immune
Deficiency Syndrome; WHO, World Health
Organization; ART, antiretroviral therapy; VL, viral
load; HR, hazard ratio; AHR, adjusted hazard ratio;
CI, confidence interval; LOESS, local polynomial
regression fitting.
BMI predicts recovery of CD4+ T lymphocytes
While the virus is completely suppressed, HIV-infected patients’ CD4+ T lymphocyte
count will gradually increase by 50–150 cells/mm3 per year on average. The CD4+ T-cell count
usually increases rapidly in the first 3 months after treatment and gradually increases over
time until it reaches the normal value (>500 cells/mm3) and then plateaus [7]. Younger age
and lower viral load were associated with a large gain in CD4+ T cells during ART follow-up
[8–10]. A previous study used a semimechanistic population model to describe the trajectories
of CD4+ T cells after treatment in HIV-infected patients, suggesting that older age is a risk factor for immune reconstitution in HIV patients [11]. The model results showed that the percentage difference of patients aged � 50 years achieving adequate immune reconstitution
(CD4 + T-cell count > 500 cell/μL) was 15%, 21%, and 26% in the first year, fourth year, and
steady-state, respectively, compared with patients aged 18–35 years. A 10-year cohort study
[10] of HIV-infected injection drug users from the Asia-Pacific region reported that patients
with a viral load of �400 copies/mL during follow-up had a greater increase in CD4 cell count
over time. Decreased ten-year mean levels of CD4+ T-cell change in patients with viral loads
of 401 to 100,000 copies/mL (-65.3, 95% CI: -106.6, -23.9) and >100,000 copies/mL (-121.4,
95% CI: -176.0, -66.7) were compared with patients with viral loads of �400 copies/mL.
Body mass index (BMI) is associated with immune reconstitution in antiviral therapy
patients. Our results demonstrate that overweight HIV-infected individuals who were obese at
diagnosis had greater increases in CD4 counts over time than overweight and normal weight
at diagnosis [12]. A retrospective cohort study of HIV referral centres in Singapore found no
association between BMI and the magnitude of change in immune recovery [13]. Several studies have (...truncated)