Literature DB >> 35439264

Factors associated with a history of treatment interruption among pregnant women living with HIV in Malawi: A cross-sectional study.

Simone A Sasse1,2, Bryna J Harrington2,3, Bethany L DiPrete2,4, Maganizo B Chagomerana2, Laura Limarzi Klyn2, Shaphil D Wallie2, Madalitso Maliwichi2, Allan N Jumbe2, Irving F Hoffman2,5, Nora E Rosenberg2,6, Jennifer H Tang2,7, Mina C Hosseinipour2,5.   

Abstract

INTRODUCTION: Long-term care engagement of women on antiretroviral therapy (ART) is essential to effective HIV public health measures. We sought to explore factors associated with a history of HIV treatment interruption among pregnant women living with HIV presenting to an antenatal clinic in Lilongwe, Malawi.
METHODS: We performed a cross-sectional study of pregnant women living with HIV who had a history of ART interruption presenting for antenatal care. Women were categorized as either retained in HIV treatment or reinitiating care after loss-to-follow up (LTFU). To understand factors associated with treatment interruption, we surveyed socio-demographic and partner relationship characteristics. Crude and adjusted prevalence ratios (aPR) for factors associated with ART interruption were estimated using modified Poisson regression with robust variance. We additionally present patients' reasons for ART interruption.
RESULTS: We enrolled 541 pregnant women living with HIV (391 retained and 150 reinitiating). The median age was 30 years (interquartile range (IQR): 25-34). Factors associated with a history of LTFU were age <30 years (aPR 1.46; 95% CI: 1.33-1.63), less than a primary school education (aPR 1.25; CI: 1.08-1.46), initiation of ART during pregnancy or breastfeeding (aPR 1.49, CI: 1.37-1.65), nondisclosure of HIV serostatus to their partner (aPR 1.39, CI: 1.24-1.58), lack of awareness of partner's HIV status (aPR 1.41, CI: 1.27-1.60), and no contraception use at conception (aPR 1.60, CI 1.40-1.98). Access to care challenges were the most common reasons reported by women for treatment interruption (e.g., relocation, transport costs, or misplacing health documentation).
CONCLUSIONS: Interventions that simplify the ART clinic transfer process, facilitate partner disclosure, and provide counseling about the importance of lifelong ART beyond pregnancy and breastfeeding should be further evaluated for improving retention in ART treatment of women living with HIV in Malawi.

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Year:  2022        PMID: 35439264      PMCID: PMC9017884          DOI: 10.1371/journal.pone.0267085

Source DB:  PubMed          Journal:  PLoS One        ISSN: 1932-6203            Impact factor:   3.752


Introduction

Malawi, a country with an HIV prevalence of 9%, has achieved significant gains in access to HIV testing and antiretroviral therapy (ART) [1]. In 2011, Malawi pioneered Option B+, a prevention of mother to child transmission (MTCT) program whereby pregnant and breastfeeding women living with HIV receive lifelong ART regardless of CD4 count or HIV clinical stage [2]. The national estimate of mother-to-child transmission in Malawi five years after implementation of Option B+ was 3.7% (95% CI 2.3–6.0) among HIV-exposed infants aged 4–12 weeks [3], compared to 8.5% (95% CI 6.6–10.7) in infants under three months early after adoption of Option B+ [4]. Despite these gains (which still fall short of WHO elimination of MTCT criteria of less than 50 infant infections per 100,000 live births [5]), sustained engagement in HIV care remains a challenge, particularly among women enrolled in Option B+, who have increased odds of loss to follow-up (LTFU) from HIV care as compared to women who initiate ART for their own health based on CD4 count or WHO HIV clinical stage. Malawi Ministry of Health (MOH) data reveal that as many as 23.2% of Option B+ women were LTFU one year after ART initiation [6]. Additional factors associated with women’s LTFU in Malawi during the early Option B+ era include lower knowledge about the benefits of ART [7], younger age [6, 7], lower level of education [7], and early challenges with adherence [6]. Partner dynamics, such as the fear of HIV disclosure to their partners, are modifiable factors to improve women’s engagement in care, but are less studied. Gendered barriers are likely contributors to care engagement challenges in women, who may fear that disclosure could lead to the loss of economic support or intimate partner violence [8-10]. Women living with HIV must consistently take ART for maximal individual [11] and public health [3, 12] benefits. Nearly all women (95%) in Malawi receive antenatal care (ANC) [1]. To determine factors associated with interruption of ART in a more mature Option B+ program, we performed a cross-sectional comparison of characteristics between pregnant women retained in HIV care versus those with a history of LTFU who were reinitiating care. Determining factors associated with ART interruption can help identify potential targets to improve care engagement initiatives for women living with HIV in Malawi.

Methods

Study setting and population

Recruitment of participants occurred at two government antenatal clinics (Bwaila Hospital and Area 18 Health Center) in Lilongwe, Malawi from 2015–2019 as a part of an observational study to evaluate the safety and efficacy of Option B+ (ClinicalTrials.gov identifier NCT02249962). For this study, women who presented for an antenatal clinic visit and tested positive for HIV during any trimester of pregnancy were approached for recruitment into either: 1) the retained cohort, or 2) the reinitiating cohort. Participants were recruited into the retained cohort from June 2015 to November 2016 at Bwaila Hospital if they were on first-line ART, had presented to all clinic visits for at least six months, and were virally suppressed at enrollment per Malawi MOH guidelines (<1000 copies/mL) [13]. In the reinitiating cohort, recruited from June 2015 to March 2019 at Bwaila Hospital and the Area 18 Health Center, eligible participants had previously initiated first-line ART, but were not on ART at enrollment and had not taken ART for at least three weeks at the time of study enrollment, confirmed through either 1) verbal report of discontinuing first-line treatment, 2) documentation of frequently missed appointments at the health facility, or 3) documentation of HIV-positive status while pregnant or breastfeeding after July 2011 (when the implementation of Option B+ began). In addition to testing HIV positive, eligibility criteria included age 16 years or older, intent to give birth in Lilongwe, and capacity and willingness to provide informed consent. Study nurses conducted the consent process and enrollment interviews with participants in Chichewa, the predominant local language. All participants were continued or reinitiated on first-line ART treatment (tenofovir/lamivudine/efavirenz, TDF/3TC/EFV) at enrollment in line with MOH guidelines [13], and provided with intensive ART adherence counseling.

Measures

Data collected at enrollment included patient demographics, commute time to the clinic, pregnancy history, partner information, WHO HIV clinical status, and HIV testing and treatment history. Baseline blood samples were collected for viral load (VL) and CD4 count. An undetectable VL was defined as <40 copies/mL per the lower limit of detection of the Abbott m200rt PCR system used in the study. In the reinitiating cohort, study nurses asked participants to provide an explanation for discontinuation in free form. Our primary outcome was a history of ART interruption versus a history of HIV treatment retention. Possible predictor variables were selected based on literature review and indicators of partner dynamics. Continuous and categorical variables were dichotomized as follows: age (<30 vs ≥30 years), gestational age at enrollment (1st or 2nd trimester vs 3rd trimester), marital status (unmarried vs married), education (none or some primary vs completed primary or above), employment status (unemployed vs employed), commute time to clinic from home residence (<1 hour vs ≥1 hour), intended current pregnancy (yes vs no), any contraceptive method use at conception of current pregnancy (yes vs no), HIV serostatus disclosure to her partner (yes vs no), and awareness of her partner’s HIV status (yes vs no). In addition, the type of ART regimen and reason for prior ART initiation was defined for the most recent regimen (the current regimen in the retained group or the regimen prior to stopping care in the reinitiating group). The type of regimen was defined as first-line treatment (TDF/3TC/EFV) versus any other regimen, while the reason for prior ART initiation was classified as either: 1) prevention of MTCT (PMTCT), meaning initiation during pregnancy or breastfeeding as part of Option B+, or 2) own health, meaning initiation outside of pregnancy or breastfeeding. Regimen dates for HIV treatment were ascertained based on health documentation or self report if required. Prior to June 2016, HIV patients were initiated on ART for their own health based on HIV clinical stage or CD4 count per Malawi MOH national guidelines [13], after which Malawi transitioned to a ‘test and treat’ strategy for all HIV patients.

Analytic methods

Quantitative

To explore potential factors associated with ART interruption, we used modified Poisson regression models with robust variance to calculate unadjusted prevalence ratios (PR). Modified Poisson regression with robust variance estimates were utilized due to issues with convergence of log-binomial regression models [14, 15]. Potential predictors of ART interruption with a predetermined p-value of ≤0.20 were selected for an initial multivariable model. Variance inflation factor analyses were performed to ensure lack of collinearity. Next, the model was simplified through an iterative process of manual backward elimination of the variable with the highest p-value until each remaining variable had a p-value of ≤0.05. We present adjusted PRs (aPR) and 95% confidence intervals (CI) of the variables included in the final model. We describe the duration of treatment in the retained and reinitiating cohorts, using a Mann-Whitney test to compare durations of treatment. We also describe the length of time off treatment in the reinitiating cohort.

Qualitative

Qualitative free responses for ART discontinuation in the reinitiating cohort were organized using thematic content analysis [16]. One researcher reviewed all participant responses to the question and developed eight categories for coding. Two independent researchers applied the codebook to the responses. The initial inter-rater reliability Cohen’s kappa was 0.86. Discrepancies were reviewed and resolved by consensus. The frequency of reason for ART discontinuation category was tabulated and reported. All analyses were conducted in STATA version 15.1 [17].

Ethics approval and consent to participate

The study protocol and consent documents were approved by the institutional review boards of the University of North Carolina at Chapel Hill and the National Health Science Research Committee of the Malawian Ministry of Health. All women signed or fingerprinted a consent form prior to study participation.

Results

At total of 541 pregnant women living with HIV were recruited. For the retained cohort, 1194 women living with HIV and on treatment were identified at the Bwaila antenatal clinic from March 2015-November 2016. Study nurses approached 79% (n = 945) of these women and enrolled 41% of those approached (n = 391). For the reinitiating cohort, study staff approached 168 women found to have stopped HIV treatment at antenatal care, and 77% (n = 130) of these women enrolled. Twenty additional women in the reinitiating cohort were enrolled from the Area 18 district health center. Due to a lack of data, we were unable to determine the percentage of women approached and enrolled at the Area 18 site. In the study sample of 541 women across both cohorts (391 retained, 150 reinitiating), the median age was 30 years (interquartile range (IQR): 25–34). Ninety-one percent (n = 492/545) were married, 83% (n = 450/541) presented at WHO Clinical Stage 1, 86% (n = 465/541) had disclosed their HIV status to the sex partner of their current pregnancy, 74% (n = 398/541) were aware of their partner’s HIV status, and 46% (n = 250/541) had initiated ART for PMTCT (additional characteristics in Table 1).
Table 1

Characteristics of study participants at enrollment (N = 541).

Characteristicn (%)
Age (years)
 16–29264 (49)
 ≥ 30277 (51)
Gestational Age
 Trimester 1 or 2372 (69)
 Trimester 3169 (31)
Marital Status
 Unmarried49 (9)
 Married492 (91)
Education
 None or some primary271 (50)
 Completed primary or higher270 (50)
Employment
 Unemployed345 (64)
 Employed196 (34)
Commute to Clinic
 <1 hour181 (33)
 ≥ 1 hour360 (67)
Intended Current Pregnancy
 No405 (75)
 Yes136 (25)
Use of Contraceptiona
 No476 (88)
 Yes65 (12)
Disclosure of HIV Status to Partner
 No76 (14)
 Yes465 (86)
Aware of Partner’s HIV Status
 No143 (26)
 Yes398 (74)
Intimate Partner Violenceb
 No449 (83)
 Yes92 (17)
ART Regimen Typec
 TDF/3TC/EFV520 (96)
 Otherd19 (4)
Reason for ART Initiationc
 PMTCT250 (46)
 Own Health290 (54)
WHO HIV Clinical Stage
 Stage 1450 (83)
 Stage 2–491 (17)

aUse of any method of contraception at the conception of the current pregnancy.

bVerbal or physical intimate partner violence within the last three months, by the sex partner of the current pregnancy.

cMissing in 1 retained cohort participant.

dOther regimens included stavudine/lamivudine/nevirapine (d4T/3TC/NVP), zidovudine/lamivudine/nevirapine (AZT/3TC/NVP), tenofovir/lamivudine/nevirapine (TDF/3TC/NVP), tenofovir/lamivudine/lopinavir/ritonavir (TDF/3TC/LPV/r), and stavudine/lamivudine/lopinavir/ritonavir (d4T/3TC/LPV/r).

aUse of any method of contraception at the conception of the current pregnancy. bVerbal or physical intimate partner violence within the last three months, by the sex partner of the current pregnancy. cMissing in 1 retained cohort participant. dOther regimens included stavudine/lamivudine/nevirapine (d4T/3TC/NVP), zidovudine/lamivudine/nevirapine (AZT/3TC/NVP), tenofovir/lamivudine/nevirapine (TDF/3TC/NVP), tenofovir/lamivudine/lopinavir/ritonavir (TDF/3TC/LPV/r), and stavudine/lamivudine/lopinavir/ritonavir (d4T/3TC/LPV/r). A majority (99%) of participants’ regimen dates were ascertained through health documentation (self report of regimen dates was utilized in 7/541 participants). Women in the retained sample had been on treatment for a median of 29 months (IQR 22–39, n = 3 missing) prior to enrollment, while the reinitiating cohort had been on treatment for median of 18 months (IQR 5–36, n = 1 missing) prior to LTFU and off treatment for a median of 7 months (IQR 4–16) prior to enrollment. Within the reinitiating cohort, women starting treatment for PMTCT took ART for a median of 24 months (IQR 7–38) before LTFU, while women starting for their own health took ART for a median of 7 months (IQR 3–34) before LTFU; the distributions of the two groups differed significantly (Mann-Whitney U = 2001, n1 = 93, n2 = 56, p<0.018). Median CD4 count at enrollment was 539 cells/mm3 (IQR 410–690; 2 missing) in the retained cohort and 394 cells/mm3 (IQR 244–544; 9 missing) in the reinitiating cohort. Amongst the retained women, 96% (n = 376/391) had an undetectable VL, and the median detectable VL was 240 copies/mL (IQR 91–692). In the reinitiating cohort, 8% (n = 12/150) had undetectable VL at enrollment, and the median detectable viral load was 21,850 copies/mL (IQR 5,102–80,300). In unadjusted analyses, we found that factors associated with ART interruption included younger age (uPR = 1.51; 95% CI = 1.39–1.68), being unmarried (uPR = 1.35; 95% CI = 1.15–1.64), intention of the current pregnancy (uPR = 1.53; 95% CI = 1.16–2.02), no use of contraception at the time of conception (uPR = 1.64; 95% CI = 1.46–2.01), lack of serostatus disclosure to their partner (uPR = 1.50; 95% CI = 1.38–1.66), lack of knowledge of their partner’s status (uPR = 1.49; 95% CI = 1.37–1.64), and previously beginning ART for PMTCT as opposed to for their own health (uPR = 1.48; 95% CI = 1.35–1.65, Table 2). We found no difference between retained and reinitiating women with respect to gestational age at presentation, education, employment, commute time to clinic, experience of intimate partner violence in the last three months, and type of most recent ART regimen.
Table 2

Factors associated with ART interruption among Malawian women presenting for antenatal care.

CharacteristicRetained (N = 391)Reinitiating (N = 150)Prevalence Ratio
n (%)n (%)Unadjusted (95% Confidence Interval)Adjusted (95% Confidence Interval)
Age
 16–29165 (42)99 (66)1.51 (1.39–1.68)1.46 (1.33–1.63)
 ≥ 30226 (58)51 (34)11
Gestational Age
 Trimester 1 or 2274 (70)98 (65)1
 Trimester 3117 (30)52 (35)1.17 (0.88–1.55)
Marital Status
 Unmarried29 (7)20 (13)1.35 (1.15–1.64)
 Married362 (93)130 (87)1
Education
 None or some primary186 (48)85 (57)1.23 (1.04–1.48)1.25 (1.08–1.46)
 Primary or higher205 (52)65 (43)11
Employment
 Unemployed242 (62)103 (69)1.20 (1.00–1.48)
 Employed149 (38)47 (31)1
Commute to Clinic
 <1 hour136 (35)45 (30)1
 ≥ 1 hour255 (65)105 (70)1.17 (0.87–1.58)
Intended Pregnancy
 No306 (78)99 (66)1
 Yes85(22)51 (34)1.53 (1.16–2.02)
Use of Contraceptiona
 No333 (85)143 (95)1.64 (1.46–2.01)1.60 (1.40–1.98)
 Yes58 (15)7 (5)11
Disclosed HIV status to Partner
 No39 (10)37 (25)1.50 (1.38–1.66)1.39 (1.24–1.58)
 Yes352 (90)113 (75)11
Aware of Partner’s HIV Status
 No81 (21)62 (41)1.49 (1.37–1.64)1.41 (1.27–1.60)
 Yes310 (79)88 (58)11
Intimate Partner Violenceb
 No328 (84)121 (80)1
 Yes63 (16)29 (19)1.17 (0.83–1.64)
Reason for ART Initiationc
 PMTCT156 (40)94 (63)1.48 (1.34–1.66)1.49 (1.37–1.65)
 Own Health234 (60)56 (37)11

aUse of any method of contraception at the conception of current pregnancy.

bExperience of verbal or physical intimate partner violence within the last three months, by the sex partner of the current pregnancy.

cMissing in 1 retained cohort participant.

aUse of any method of contraception at the conception of current pregnancy. bExperience of verbal or physical intimate partner violence within the last three months, by the sex partner of the current pregnancy. cMissing in 1 retained cohort participant. Our final multivariable model included age, education, contraception use, HIV disclosure to partner, awareness of partner’s HIV status, and reason for ART initiation (Table 2). We found that factors associated with ART interruption were younger age (aPR 1.46; 95% CI: 1.33–1.63), lower education level (aPR 1.25; CI: 1.08–1.46), no contraception use at the time of conception (aPR 1.60, CI: 1.40–1.98), lack of HIV status disclosure to the sex partner of the pregnancy (aPR 1.39, CI: 1.24–1.58), lack of awareness of the sex partner’s HIV status (aPR 1.41, CI: 1.27–1.60), and beginning ART during pregnancy or breastfeeding as opposed to her own health (aPR 1.49, CI: 1.37–1.65). In the reinitiating cohort, eight categories of reasons for ART interruption were identified (Fig 1). The most commonly reported reason for LTFU was a health facility access issue (48%, n = 69/143, Fig 1), mainly due to relocation, transport difficulties to the clinic, or loss of health documentation. The other seven reported reasons for LTFU were ART side effects (13%, n = 19/143), partner challenges (13%, n = 18/143), feeling healthy enough not to require drugs (10%, n = 15/143), fear of stigma from health care workers or family (8%, n = 12/143), mental health difficulties (3%, n = 5/143), religious reasons (3%, n = 4/143), and not having the time to return to clinic (1%, n = 1/143).
Fig 1

Free response reasons reported by participants for art interruption.

aParticipants expressed that they stopped taking ART because they felt healthy. bThe free response reason for ART interruption was missing in 7 reinitiating participants.

Free response reasons reported by participants for art interruption.

aParticipants expressed that they stopped taking ART because they felt healthy. bThe free response reason for ART interruption was missing in 7 reinitiating participants.

Discussion

We recruited a cohort of pregnant women living with HIV seeking antenatal care in Lilongwe, Malawi in order to explore reasons for interruption of ART. We found that factors associated with ART interruption in women reinitiating ART as compared to women retained in HIV care included: prior initiation of ART for PMTCT rather than for their own health, younger age, lower education status, non-disclosure of their HIV status to their male partner, lack of awareness of their partner’s HIV status, and lower rates of contraception use at the time of conception. The most common reasons cited for ART discontinuation included access to health clinics (either due to relocation, transportation costs, or losing health documentation) and treatment side effects. Our findings highlight barriers to engagement and can inform strategies for improving engagement in HIV care in women. Programs such as Option B+ have been successful in recruiting women into treatment at the time of pregnancy or breastfeeding; yet there remain a significant number of women who are lost from care following ART initiation for PMTCT as compared to for their own health. In our sample, 47% (n = 250/541) had initiated ART for PMTCT, and starting ART for PMTCT as opposed to for their own health was associated with ART interruption. Our findings are consistent with prior studies in Malawi and other countries with Option B+ programs that observe greater LTFU among PMTCT patients when compared with women who begin ART for their own health [6, 7, 18–22]. In our study, which reflects a more mature Option B+ program (2015–2019 versus 2011–2012) [6, 7, 19], we demonstrate that the challenges of sustained care engagement among women who initiate ART during pregnancy or breastfeeding persist. Option B+ patients may face pressure from health care workers to initiate ART through test-and-treat policies, and being asymptomatic at treatment initiation may lead women to question the necessity of HIV care and particularly, of long-term ART [23]. Mothers have a strong motivation to limit transmission of HIV to their child [24, 25], but once MTCT is prevented, the barriers to remaining in care may impede ART continuation: LTFU is highest during the first year of Option B+ care compared to two or three years after initiation, revealing a vulnerable period postpartum [6]. Additionally, women who learn of their HIV status during antenatal care may have less opportunity to process a new HIV diagnosis and receive sufficient counseling, which may contribute to them not feeling prepared to start ART or disclose to their partner or relatives [25-27]. At the same time, in our reinitiating cohort, women started on ART for PMTCT rather than for their own health had a longer treatment duration prior to stopping ART. This observation may reflect a desire to remain on ART for the duration of pregnancy and breastfeeding that then waned once a child is born or has finished breastfeeding. Future work can determine whether this difference in ART duration is a pattern observed in all women LTFU, as our study includes only those who are reinitiating care at a pregnancy. Ongoing and targeted counseling during the perinatal period may be required to clarify the need for lifelong ART treatment adherence and to improve sustainable engagement in care after delivery of a healthy infant. Prior literature has reported that younger age [6, 7, 19, 28, 29] and lower education status [7, 18, 30] are associated with lower ART engagement. We found the same association in our sample. Older women and those with a higher level of completed education may have better mechanisms for accessing supplemental and ongoing sources of counseling, beyond what a busy healthcare worker can provide in government clinics. Prior interventions within Option B+ have noted the potential of ‘mentor mother’ programs, which pair newly diagnosed pregnant women with mothers who have prior experience with effective HIV health maintenance. Encouragingly, such peer-based support is associated with improved uptake in Option B+ through both facility- and community-based peer support models [31]. Further investigation is needed to determine if social support programs specifically geared to younger mothers or those with limited educational completion can help improve long-term care engagement. The role of relationship dynamics, as well as self- and partner disclosure patterns, have been less well studied among women living with HIV, yet may play a role in influencing long term engagement. We examined disclosure patterns in our cohort and found that non-disclosure of HIV status to their partner and lack of awareness of their partner’s HIV status were both associated with a history of ART interruption. A lack of partner communication about HIV status may impede women’s ability to remain in care. At Bwaila Hospital, where a majority of our participants were recruited, approximately 90% of women come to their first ANC visit without their partner and therefore must decide about whether to disclose their status to their partner if they are found to be HIV positive [32]. Fear of accusation of bringing HIV into the family, abandonment, loss of financial support, or violence [8, 33–36] may compromise long term care engagement for women diagnosed with HIV. Male partner involvement initiatives could have a substantial impact for maintaining women in HIV care. Couples’ HIV testing and counseling (CHTC) for example, which allows a couple to mutually disclose through a counselor in a clinic environment, is an effective strategy for supporting HIV status disclosure for women. CHTC interventions have led to increased ART uptake, care engagement, and decreased MTCT [37-39]. CHTC has been associated with improved social support indices not only from a woman’s partner, but also family and peers one month after counseling [40]. Indeed, a combination of HIV status disclosure, supportive behaviors, and male ANC attendance was linked to improved maternal engagement at 18 months in Malawi [41]. Currently, healthcare workers in Malawi describe the setup of government ANC clinics as an impediment to male participation, with men deeming ANC a woman’s space [42, 43]. Ongoing efforts to improve male participation include improving the male-friendliness of ANCs, home-based testing, secondary distribution of self-test kits, phone invitation, and physical tracing of male partners [32, 44–46]. Since most studies focus on ANC engagement and ART uptake or early follow-up, continued work on the long-term effects of partner involvement are warranted. Further interventions should encourage male partner involvement beyond ANC and CHTC, with a family-based approach encouraging couples’ HIV visits (regardless of partner serostatus, a strategy currently being investigated by our group in Malawi, R00MH104154). A majority of the women in our study did not intend their current pregnancy. The high level of unintended pregnancy in our study population mirrors that in a prior study in Malawi [47], reinforcing that many women living with HIV in Malawi desire to limit childbearing but do not have access to effective contraceptive methods or family planning counseling. Pregnancy intent was associated with the reinitiating cohort in unadjusted analyses, but not in adjusted analyses. Attitudes towards reproduction in women living with HIV are complex given the experience of HIV-related stigma while in a cultural context that highly values childbearing [48, 49]. The lower prevalence of contraception use in the reinitiating cohort may reflect a lack of engagement with the health care system more broadly; in 2011, Malawi issued guidelines for provider-initiated family planning counseling in ART clinics for all patients 15 years or older [13]. In addition, women who do not feel comfortable disclosing their HIV status to their partner or eliciting their partner’s HIV status may have less agency to access and advocate for family planning. Prior work in Malawi has demonstrated that targeting men for family planning interventions can increase contraceptive uptake [50]. Future work in family-based ART care can incorporate family planning counseling along with CHTC to determine whether partner involvement can promote both ART engagement and effective family planning. According to participants in our study, access to care was the most common reason reported for ART interruption, with implications for access improvements. In particular, women cited challenges due to relocation. Women move often in sub-Saharan Africa; some women may move to be closer to family members during pregnancy [51], while others may follow husbands moving for job opportunities. Relocation often requires women to transfer clinics for ART care. In Malawi, changing ART clinics involves obtaining a transfer letter from the original clinic and reporting to the new one or testing in a new clinic. Due to the high volume of patients and short supply of staff in government clinics, there may be a limited opportunity for outlining this process to patients. Presenting to the clinic for a transfer letter may be a burden on many patients and women may also fear a negative response from healthcare workers should they desire to reinitiate ART after a gap in treatment. Systems-level interventions, such as the universal adoption of a centralized electronic medical record (EMR) monitoring system at all ART clinics in Malawi, would simplify the process of transferring clinics by obviating the need for transfer letters. Ongoing efforts utilizing biometric fingerprint scanning to uniquely identify patients at ART clinics can further improve the ease and monitoring of engagement in care [52]. In the meantime, health care workers educating women on initiating ART should include instructions for transferring HIV care, and demonstrate welcoming attitudes towards women transferring or returning to care as they constitute a sizeable percentage of ART reinitiators [7, 53]. Our study is limited by its cross-sectional nature, preventing causal conclusions about the temporality between predictors and the outcome of ART interruption. Variables at study initiation were largely self-reported, so there is the potential for error stemming from social desirability, misinterpretation, and recall bias. In-depth interviews of Malawian women living with HIV have previously identified the complex personal decision-making surrounding treatment decisions [54]. In the free-response portion of our study, the majority of women reported access to care as a barrier to ART engagement, however women may have been less likely to report more subjective reasons for treatment discontinuation given our study format. Our conclusions likely address external factors affecting ART engagement; future work on the influence of internal patient circumstances is warranted. In terms of generalizability, women in the reinitiating cohort were re-presenting for care so our population does not reflect women who are LTFU and have not reinitiated care. Future studies should explore factors associated with LTFU in a wider female population. Strengths of our study include assessing viral load and length of treatment where records were available, collecting quantitative and qualitative data to determine associations with ART interruption, and exploring partner relationship and disclosure factors contributing to an interruption in treatment.

Conclusions

Amongst Malawian women initiating antenatal care, we identified that beginning ART for PMTCT, younger age, lower education level, lack of HIV status disclosure to a partner, lack of awareness of a partner’s HIV status, and not using contraception were associated with ART interruption. Women cited access difficulties, particularly relocation, as the most common reason they stopped HIV care. Understanding barriers and challenges for participants in a maturing Option + program can help inform the design and evaluation of interventions to achieve the elimination of MTCT agenda. Our results have several implications for interventions that could improve women’s long-term engagement in HIV care. Future interventions could include counseling on the need for lifelong ART, implementing a family-based model of HIV care promoting male partner involvement, and streamlining the clinic transfer process. (PDF) Click here for additional data file. 11 Feb 2022
PONE-D-21-07266
Factors associated with a history of loss to follow-up among pregnant women living with HIV in Malawi: A cross-sectional study
PLOS ONE
Dear Dr. Sasse, Thank you for submitting your manuscript to PLOS ONE. After careful consideration, we feel that it has merit but does not fully meet PLOS ONE’s publication criteria as it currently stands. Therefore, we invite you to submit a revised version of the manuscript that addresses the points raised during the review process. The manuscript has been evaluated by three reviewers, and their comments are available below. The reviewers carefully assessed the findings of this manuscript, and while they expressed interest in the findings of the study, they have raised a number of concerns. Of particular note, reviewers raised concerns about the appropriateness of the statistical methods used. Could you please carefully revise the manuscript to address and respond to all of the comments raised? We would recommend that you consult a statistician to review this manuscript given the particular concerns raised. Please submit your revised manuscript by Mar 28 2022 11:59PM. If you will need more time than this to complete your revisions, please reply to this message or contact the journal office at plosone@plos.org. When you're ready to submit your revision, log on to https://www.editorialmanager.com/pone/ and select the 'Submissions Needing Revision' folder to locate your manuscript file. Please include the following items when submitting your revised manuscript:
A rebuttal letter that responds to each point raised by the academic editor and reviewer(s). You should upload this letter as a separate file labeled 'Response to Reviewers'. A marked-up copy of your manuscript that highlights changes made to the original version. You should upload this as a separate file labeled 'Revised Manuscript with Track Changes'. An unmarked version of your revised paper without tracked changes. You should upload this as a separate file labeled 'Manuscript'. If you would like to make changes to your financial disclosure, please include your updated statement in your cover letter. Guidelines for resubmitting your figure files are available below the reviewer comments at the end of this letter. If applicable, we recommend that you deposit your laboratory protocols in protocols.io to enhance the reproducibility of your results. Protocols.io assigns your protocol its own identifier (DOI) so that it can be cited independently in the future. For instructions see: https://journals.plos.org/plosone/s/submission-guidelines#loc-laboratory-protocols. Additionally, PLOS ONE offers an option for publishing peer-reviewed Lab Protocol articles, which describe protocols hosted on protocols.io. Read more information on sharing protocols at https://plos.org/protocols?utm_medium=editorial-email&utm_source=authorletters&utm_campaign=protocols. We look forward to receiving your revised manuscript. Kind regards, Jamie Royle Academic Editor PLOS ONE Journal Requirements: When submitting your revision, we need you to address these additional requirements. 1. Please ensure that your manuscript meets PLOS ONE's style requirements, including those for file naming. The PLOS ONE style templates can be found at https://journals.plos.org/plosone/s/file?id=wjVg/PLOSOne_formatting_sample_main_body.pdf and https://journals.plos.org/plosone/s/file?id=ba62/PLOSOne_formatting_sample_title_authors_affiliations.pdf 2. Please include additional information regarding the survey or questionnaire used in the study and ensure that you have provided sufficient details that others could replicate the analyses. For instance, if you developed a questionnaire as part of this study and it is not under a copyright more restrictive than CC-BY, please include a copy, in both the original language and English, as Supporting Information.  If the original language is written in non-Latin characters, for example Amharic, Chinese, or Korean, please use a file format that ensures these characters are visible. 3. Please state whether you validated the questionnaire prior to testing on study participants. Please provide details regarding the validation group within the methods section. 4. We note that the grant information you provided in the ‘Funding Information’ and ‘Financial Disclosure’ sections do not match. When you resubmit, please ensure that you provide the correct grant numbers for the awards you received for your study in the ‘Funding Information’ section. 5. In your Data Availability statement, you have not specified where the minimal data set underlying the results described in your manuscript can be found. PLOS defines a study's minimal data set as the underlying data used to reach the conclusions drawn in the manuscript and any additional data required to replicate the reported study findings in their entirety. All PLOS journals require that the minimal data set be made fully available. For more information about our data policy, please see http://journals.plos.org/plosone/s/data-availability. Upon re-submitting your revised manuscript, please upload your study’s minimal underlying data set as either Supporting Information files or to a stable, public repository and include the relevant URLs, DOIs, or accession numbers within your revised cover letter. For a list of acceptable repositories, please see http://journals.plos.org/plosone/s/data-availability#loc-recommended-repositories. Any potentially identifying patient information must be fully anonymized. Important: If there are ethical or legal restrictions to sharing your data publicly, please explain these restrictions in detail. Please see our guidelines for more information on what we consider unacceptable restrictions to publicly sharing data: http://journals.plos.org/plosone/s/data-availability#loc-unacceptable-data-access-restrictions. Note that it is not acceptable for the authors to be the sole named individuals responsible for ensuring data access. We will update your Data Availability statement to reflect the information you provide in your cover letter. [Note: HTML markup is below. Please do not edit.] Reviewers' comments: Reviewer's Responses to Questions Comments to the Author 1. Is the manuscript technically sound, and do the data support the conclusions? The manuscript must describe a technically sound piece of scientific research with data that supports the conclusions. Experiments must have been conducted rigorously, with appropriate controls, replication, and sample sizes. The conclusions must be drawn appropriately based on the data presented. Reviewer #1: Yes Reviewer #2: Yes Reviewer #3: Yes ********** 2. Has the statistical analysis been performed appropriately and rigorously? Reviewer #1: Yes Reviewer #2: No Reviewer #3: I Don't Know ********** 3. Have the authors made all data underlying the findings in their manuscript fully available? The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception (please refer to the Data Availability Statement in the manuscript PDF file). The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified. Reviewer #1: Yes Reviewer #2: Yes Reviewer #3: Yes ********** 4. Is the manuscript presented in an intelligible fashion and written in standard English? PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here. Reviewer #1: Yes Reviewer #2: Yes Reviewer #3: Yes ********** 5. Review Comments to the Author Please use the space provided to explain your answers to the questions above. You may also include additional comments for the author, including concerns about dual publication, research ethics, or publication ethics. (Please upload your review as an attachment if it exceeds 20,000 characters) Reviewer #1: Review of manuscript “Factors associated with a history of loss to follow-up among pregnant women living”. Sasse and colleagues did a cross-sectional study of factors associated with ART interruption among pregnant women living with HIV in Malawi using baseline data from an observational study to evaluate the safety and efficacy of Malawi’s PMTCT program. The manuscript is well written and adheres to reporting guidelines. Statistical and qualitative data analyses are methodologically sound. The conclusions of the study are supported by data presented in the manuscript. I have some relatively minor suggestions for improvement. 1. The authors included women retained on ART and those returning to care after an interruption. Women lost to follow-up who did not return to care are not included in the study. While the authors acknowledge that results cannot be generalized to “women who are LTFU and have not reinitiated care” (line 376), they sometimes use language that suggests otherwise. For example, in line 91, the authors state that the aim of the study is “[t]o determine factors associated with LTFU in a more mature Option B+…”. Along similar lines, the expression “history of loss to follow-up” does not necessarily imply the women returned to care. I suggest that the authors use the expression “interruption of ART” or “representation to HIV care” instead of “history of loss to follow-up” and “loss to follow-up” throughout the manuscript to clarify that this is an analysis of factors associated with interruption of ART and not an analysis of factors associated with LTFU. 2. Qualitative data on reasons for treatment interruptions were collected by study nurses at the clinics. The authors should consider expanding the discussion on how this interview situation may have influenced the reported reasons for treatment interruptions. Are women who returned to care after a treatment interruption who “fear a negative response from healthcare workers should they desire to reinitiate ART” able to respond honestly to this question? Most women reported external reasons for interrupting ART. The interview situation may make external attribution and overreporting of factors outside of the control of the individual likely. In-depth interviews of pregnant women who discontinued ART revealed subjective reasons for treatment interruptions (10.1016/j.socscimed.2016.04.013). A more balanced discussion may be warranted. This more general meta-review may also be helpful: 10.1016/j.socscimed.2004.11.063). 3. Please clarify why criteria 3 applies to confirm that women had not been on ART “3) documentation of HIV-positive status while pregnant or breastfeeding after July 2011 (when the implementation of Option B+ began)” line 112. Thanks for the opportunity to review this paper. Best regards, Andreas Haas Reviewer #2: Overall comments: 1. Very interesting reading, with some important conclusions. However - 2. The paper needs 'polishing' by a senior researcher 3. The use of Poisson regression for this analysis needs to be reconsidered. This is a method typically used when the dependent variable is a count, and one or more of the covariates is continuous or ordinal. By changing all variables to binary (including the 'outcome' of a history of LTFU, you're violating the first assumption of Poisson regression. Suggest considering revising methods to utilize either logistic regression (given your binary outcome). You may also want to reconsider whether to utilize categorical co-variates instead of just binary. - If you believe you've chosen the best statistical methods, please provide a brief justification in your methods section. 4. More description around the quantification of your qualitative responses to interviews need to be added to the methods 5. The discussion section is very long - consider focusing on 1-2 key takeaway messages. Reviewer #3: This is a concisely written paper that shows some health system challenges in the management of clients under the Option B+ approach. A few areas to bring out clarity of the paper: Explain how the cohort that was reinitiating care was identified- by whom and what had brought them back to the facility. Were they traced or they presented at freewill? Some details about the reinitiating cohort would help to contextualise the study such as, whether a woman's child was alive and well, presence of a repeat pregnancy and anything that may describe them more-- were they originally enrolled at the same facility? How were the study results influenced by the settings of the study? Are the two sites comparable? The qualitative analysis- There is need for more clarity so that a qualitative researcher should not be misled thinking that this has a qualitative component rather it had qualitative responses that were organised using a thematic approach and then frequencies were tabulated. Leaving out some of that detail almost attracts questions about how quality was ensued for the qualitative responses and the need to see quotes. ********** 6. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files. If you choose “no”, your identity will remain anonymous but your review may still be made public. Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy. Reviewer #1: Yes: Andreas D Haas Reviewer #2: No Reviewer #3: Yes: Alinane Linda Nyondo-Mipando [NOTE: If reviewer comments were submitted as an attachment file, they will be attached to this email and accessible via the submission site. Please log into your account, locate the manuscript record, and check for the action link "View Attachments". If this link does not appear, there are no attachment files.] While revising your submission, please upload your figure files to the Preflight Analysis and Conversion Engine (PACE) digital diagnostic tool, https://pacev2.apexcovantage.com/. PACE helps ensure that figures meet PLOS requirements. To use PACE, you must first register as a user. Registration is free. Then, login and navigate to the UPLOAD tab, where you will find detailed instructions on how to use the tool. If you encounter any issues or have any questions when using PACE, please email PLOS at figures@plos.org. Please note that Supporting Information files do not need this step. 27 Mar 2022 Reviewer #1 1. Thank you for your suggestion. We agree that clarification of the study population was warranted and changed the language throughout the manuscript to reflect that we studied women reinitiating care as opposed to women truly lost to follow up. We have made this change in the title: “Factors associated with a history of treatment interruption among pregnant women living with HIV in Malawi: A cross sectional study,” the abstract (ex/ line 40, 43), and the main text (ex/ line 102). 2. We thank the reviewer for the recommendation of a more nuanced discussion of free response reasons for ART discontinuation. We agree that given the interview setting within an antenatal clinic, respondents could be more likely to report external factors beyond their control. We have included this discussion in lines 423-431, and included the reference suggested: Zhou A. The uncertainty of treatment: Women’s use of HIV treatment as prevention in Malawi. Soc Sci Med. 2016;158:52–60. 3. “Documentation of HIV-positive status while pregnant or breastfeeding after July 2011 (when the implementation of Option B+ began)” was part of inclusion criteria to capture women likely offered ART but unwilling to disclose that they had interrupted therapy due to high uptake of ART. However, no women in the study fit this criterion. Reviewer #2 1,2. Thank you for your suggestion - three senior researchers included in the co-authors have reviewed the paper for readability. 3. We thank the reviewer for raising these important points and believe we have chosen the most appropriate statistical methods. Our primary outcome of interest is a binary outcome (LTFU). When a binary outcome is being estimated, either a logistic regression model (to estimate an odds ratio) or a log-binomial regression model (to estimate a prevalence ratio) is typically used. However, sometimes, a log-binomial regression model does not converge. In these instances, a modified Poisson regression model can be used to approximate a prevalence ratio. We prefer a prevalence ratio to an odds ratio due to ease of interpretation. We provide the following citations explaining the mathematical underpinnings in greater detail: 14. Zou G. A Modified Poisson Regression Approach to Prospective Studies with Binary Data. Am J Epidemiol. 2004;159(7):702–6. 15. Barros A, Hirakata V. Alternatives for logistic regression in cross-sectional studies: an empirical comparison of models that directly estimate the prevalence ratio. BMC Med Res Methodol. 2003;3(21):16–21. We have added the word “modified” in the abstract and text for greater clarity (line 48, 170, 172). In the text we explain this decision in the following way: “To explore potential factors associated with LTFU, we used modified Poisson regression models with robust variance to calculate unadjusted prevalence ratios (PR). Modified Poisson regression with robust variance estimates were utilized due to issues with convergence of log-binomial regression models (14).” 4. We have clarified our process of quantification of qualitative responses in the methods section in lines 181-193, as also suggested by Reviewer #3. The description now reads as, “Qualitative free responses for ART discontinuation in the reinitiating cohort were organized using thematic content analysis (16). One researcher reviewed all participant responses to the question and developed eight categories for coding. Two independent researchers applied the codebook to the responses. The initial inter-rater reliability Cohen’s kappa was 0.86. Discrepancies were reviewed and resolved by consensus. The frequency of reason for ART discontinuation category was tabulated and reported.” 5. We were unable to substantially modify the length of the discussion due to suggestions by other reviewers. However, we take note the impression of Reviewer 3 who felt the manuscript was concise. Reviewer #3 Thank you for your comments helpful for improved contextualization of our study. All of the patients presented at free will to an antenatal clinic and were subsequently approached (no tracing occurred)– we have provided clarification in lines 113-115 with the following description, “For this study, women who presented for an antenatal clinic visit and tested positive for HIV during any trimester of pregnancy were approached for recruitment into either: 1) the retained cohort, or 2) the reinitiating cohort.” To better address how the study results may have been influenced by the setting of the study, we have included lines 423-431 as described for Reviewer 1’s second point above. We have additionally clarified that qualitative responses were organized using a thematic approach and the frequencies were tabulated, as described in our response to Reviewer 2’s point 4. We unfortunately did not collect information on the prior location of ART provision in the reinitiating cohort, so we cannot provide this additional contextualization. The two sites, Area 18 Health center and Bwaila Hospital, are comparable in providing comprehensive antenatal and HIV care for patients. However, Area 18 is smaller and less busy. Submitted filename: Response to Reviewers.docx Click here for additional data file. 4 Apr 2022 Factors associated with a history of treatment interruption among pregnant women living with HIV in Malawi: A cross-sectional study PONE-D-21-07266R1 Dear Dr. Sasse, We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements. Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication. An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org. If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org. Finally, I would like to disclose that I participated as a reviewer for the initial evaluation of this manuscript. PLOS ONE subsequently invited me to act as Guest Academic Editor and decide whether this manuscript is suitable for publication. Kind regards, Andreas D Haas, PhD Guest Editor PLOS ONE Additional Editor Comments (optional): Reviewers' comments: 11 Apr 2022 PONE-D-21-07266R1 Factors associated with a history of treatment interruption among pregnant women living with HIV in Malawi: A cross-sectional study Dear Dr. Sasse: I'm pleased to inform you that your manuscript has been deemed suitable for publication in PLOS ONE. Congratulations! Your manuscript is now with our production department. If your institution or institutions have a press office, please let them know about your upcoming paper now to help maximize its impact. If they'll be preparing press materials, please inform our press team within the next 48 hours. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information please contact onepress@plos.org. If we can help with anything else, please email us at plosone@plos.org. Thank you for submitting your work to PLOS ONE and supporting open access. Kind regards, PLOS ONE Editorial Office Staff on behalf of Dr. Andreas D Haas Guest Editor PLOS ONE
  50 in total

1.  Assessment of peer-based and structural strategies for increasing male participation in an antenatal setting in Lilongwe, Malawi.

Authors:  Steve M Mphonda; Nora E Rosenberg; Esmie Kamanga; Innocent Mofolo; Gertrude Mwale; Edson Boa; Mwawi Mwale; Francis Martinson; Irving Hoffman; Mina C Hosseinipour
Journal:  Afr J Reprod Health       Date:  2014-06

2.  Prevention of mother-to-child transmission of HIV and the health-related Millennium Development Goals: time for a public health approach.

Authors:  Erik J Schouten; Andreas Jahn; Dalitso Midiani; Simon D Makombe; Austin Mnthambala; Zengani Chirwa; Anthony D Harries; Joep J van Oosterhout; Tarek Meguid; Anne Ben-Smith; Rony Zachariah; Lutgarde Lynen; Maria Zolfo; Wim Van Damme; Charles F Gilks; Rifat Atun; Mary Shawa; Frank Chimbwandira
Journal:  Lancet       Date:  2011-07-16       Impact factor: 79.321

Review 3.  Self-transfer and mortality amongst adults lost to follow-up in ART programmes in low- and middle-income countries: systematic review and meta-analysis.

Authors:  Lynne S Wilkinson; Jolene Skordis-Worrall; Olawale Ajose; Nathan Ford
Journal:  Trop Med Int Health       Date:  2015-01-06       Impact factor: 2.622

4.  Retention in care under universal antiretroviral therapy for HIV-infected pregnant and breastfeeding women ('Option B+') in Malawi.

Authors:  Lyson Tenthani; Andreas D Haas; Olivia Keiser; Hannock Tweya; Andreas Jahn; Joep J van Oosterhout; Frank Chimbwandira; Zengani Chirwa; Wingston Ng'ambi; Alan Bakali; Sam Phiri; Landon Myer; Fabio Valeri; Marcel Zwahlen; Gilles Wandeler
Journal:  AIDS       Date:  2014-02-20       Impact factor: 4.177

5.  Facilitators and barriers to treatment adherence within PMTCT programs in Malawi.

Authors:  Kristan Elwell
Journal:  AIDS Care       Date:  2016-03-17

6.  Patterns of HIV Care Clinic Attendance and Adherence to Antiretroviral Therapy Among Pregnant and Breastfeeding Women Living With HIV in the Context of Option B+ in Zimbabwe.

Authors:  Alison S Erlwanger; Jessica Joseph; Tendai Gotora; Blandina Muzunze; Joanna Orne-Gliemann; Solomon Mukungunugwa; Tim Farley; Alexio-Zambezi Mangwiro
Journal:  J Acquir Immune Defic Syndr       Date:  2017-06-01       Impact factor: 3.731

7.  The uncertainty of treatment: Women's use of HIV treatment as prevention in Malawi.

Authors:  Amy Zhou
Journal:  Soc Sci Med       Date:  2016-04-16       Impact factor: 4.634

8.  "I found that I was well and strong": Women's motivations for remaining on ART under Option B+ in Malawi.

Authors:  Nozgechi Phiri; Andreas D Haas; Malango T Msukwa; Lyson Tenthani; Olivia Keiser; Kali Tal
Journal:  PLoS One       Date:  2018-06-06       Impact factor: 3.240

Review 9.  A systematic review of health system barriers and enablers for antiretroviral therapy (ART) for HIV-infected pregnant and postpartum women.

Authors:  Christopher J Colvin; Sarah Konopka; John C Chalker; Edna Jonas; Jennifer Albertini; Anouk Amzel; Karen Fogg
Journal:  PLoS One       Date:  2014-10-10       Impact factor: 3.240

10.  Loss to follow-up before and after initiation of antiretroviral therapy in HIV facilities in Lilongwe, Malawi.

Authors:  Hannock Tweya; Ikwo Kitefre Oboho; Salem T Gugsa; Sam Phiri; Ethel Rambiki; Rebecca Banda; Johnbosco Mwafilaso; Chimango Munthali; Sundeep Gupta; Moses Bateganya; Alice Maida
Journal:  PLoS One       Date:  2018-01-26       Impact factor: 3.240

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