Caroline Sabin’s research while affiliated with National Institute for Health and Care Excellence and other places

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Publications (855)


Changes in characteristics and HIV‐clinical outcomes of pregnant people living with HIV in the UK
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June 2025

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4 Reads

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A. Baskaran

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L. Bukasa

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C. Sabin

Objective In this study, we explore changes in the demographic and clinical characteristics of pregnant people living with HIV, and their post‐partum HIV outcomes between 2000 and 2018. Methods We described pregnancies resulting in a live birth from the linked UK CHIC/ISOSS dataset in three calendar periods (2000–2006; 2007–2012; 2013–2018). Thereafter, we explored median CD4 count change and viral rebound from delivery to 12 months post‐partum. Results In total, 4341 pregnancies were included. Maternal age increased from 31 (IQR: 28–35) years in 2000–2006 to 34 (IQR: 30–37) years in 2013–2018. Those conceiving in the most recent period had been diagnosed with HIV for longer (2000–2006: 3.0 years to 2013–2018: 7.5 years), had a higher median CD4 count (431–583 cells/mm³), and median nadir CD4 count (219–260 cells/mm³); they were also more likely to have initiated ART prior to estimated conception (70.1%–92.3%), and have a suppressed conception viral loads (VL) (56.6%–82.0%). There was no difference in median CD4 count change over the three calendar periods (2000–2006: +60 [IQR: −44, +179]; 2007–2012: +51 [−45, +172]; 2013–2018: +28 [−100, +175] cells/mm³; p = 0.12). The cumulative proportion of people with viral rebound at 12 months post‐delivery was reduced in 2013–2018 (8.2%) when compared with previous periods (2000–2006: 28.1%; 2007–2012: 19.5%). Conclusion Clinical management of pregnant people has changed over time, resulting in positive trends in this study both within pregnancy and post‐partum. Further work needs to understand what barriers remain for those who do not achieve optimal management of HIV in the post‐partum period.

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Changes in multimorbidity burden and their impact on patient and healthcare outcomes in people with HIV over a 3-5-year period

June 2025

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7 Reads

AIDS (London, England)

Background Despite increasing multimorbidity among people with HIV, its impact on health outcomes over time remains uncertain. We explored how distinct multimorbidity patterns affect a broad range of health outcomes over a 3–5-year period. Methods Principal component analysis (PCA) was used to identify multimorbidity patterns at baseline. Burden z-scores were calculated for each individual/pattern at baseline and a follow-up visit, and the differences in scores over time were examined. Participants completed health assessments including questionnaires (physical/mental health (SF-36), depressive symptoms (CES-D and PHQ-9, falls, frailty and healthcare utilisation), cognitive testing and pain mannequins tests. Multivariable regression models assessed associations between changes in morbidity burden z-scores and health outcomes. Results Six multimorbidity patterns were identified in 1073 participants: “ cardiovascular disease” (CVD) , “ sexually transmitted infections” (STIs) , “ metabolic” , “ mental/joint” , “ neurological” , and “ cancer/other” . Subsequent analyses included 793 participants (median [interquartile range; IQR] age 53 [47–59] years; 86% male; 97% on ART) with follow up data. CVD and metabolic burden were associated with specialist appointments (CVD: β = 1.47; metabolic: β = 1.53, p < 0.01) and ED visits (CVD: β = 1.44; metabolic: β = 1.89, p < 0.01), mental/Joint and neurological burden with poorer physical and mental health, frailty and recurrent falls (p < 0.01), and cancer/other burden with higher depressive scores (β = 3.28, p < 0.001), widespread pain (OR = 2.20, p < 0.001), and hospital visits (OR = 2.31, p < 0.001). Conclusion Distinct morbidity patterns differentially affected health outcomes and healthcare utilisation over time, underscoring the need for targeted, integrated care to improve quality of life and address their complex needs.


Risk of cancer in people with HIV experiencing varying degrees of immune recovery with sustained virological suppression on antiretroviral treatment for more than 2 years: an international, multicentre, observational cohort

May 2025

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39 Reads

Clinical Infectious Diseases

Background The impact of long-term virological suppression and CD4 count recovery on non-AIDS defining cancers (NADC) is unclear. We determined whether poor immune recovery was associated with incident cancer risk in people with HIV with virological suppression (VS). Methods Participants from the D:A:D and RESPOND collaborations in Europe and Australia who achieved ≥2 years of VS on ART between Dec 1999 and Dec 2022 were included. Follow-up was from baseline (date of VS for two years) until the earliest of a first cancer event, virological failure, final follow-up, or administrative censoring date. Multivariable Poisson regression was used to assess associations between cancer incidence (overall, AIDS-defining cancer (ADC), NADC, infection-related, infection-unrelated) and time-updated CD4 count stratified by pre-ART nadir CD4 counts. Results Overall, 48,343 people with VS were included (median [IQR] baseline age 43 years [37-50], CD4 count 540 cells/µL [380-730], nadir CD4 count 245 cells/µL [121-394], 74% male). There were 1,933 incident cancers, median 6.2 years [2.9-9.5] (incidence rate (IR): 6.43 [95%CI 6.15-6.73]/1000 person-years). Higher time-updated CD4 count was associated with a reduced risk of overall cancer (adjusted incidence rate ratio [aIRR] for time-updated CD4 350-499: 0.45 [95%CI 0.39-0.51]; 500-749: 0.30 [0.27-0.34], and ≥750: 0.26 [0.23-0.30] vs. <350 cells/µL, p<0.0001). There was a significant reduction in all cancers risk by higher time-updated CD4 count regardless of nadir CD4 count, with higher pre-ART nadir CD4 count exhibiting lower risk. Conclusions Despite VS on ART for more than two years, people with poorer immune recovery experience a significantly higher incidence of cancer.



Post-acute sequelae of COVID-19 in people of Black ethnicities living with HIV in the United Kingdom

April 2025

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13 Reads

International Journal of STD & AIDS

Background The COVID-19 pandemic disproportionately affected people of Black ethnicities, however, there are limited data on the post-acute sequelae of COVID-19 infection in these populations, and none in those with HIV. Methods We conducted a cross-sectional study in people of Black ethnicities with HIV in the UK. Participants were assessed for functional impairment, frailty, respiratory symptoms, anxiety and depression; they were also asked to rate aspects of their physical and mental health on a scale from 1 (poor) to 10 (excellent), both at enrolment and prior to the pandemic. We report associations with COVID-19 history and recovery status. Results We enrolled 183 participants between June 2021 and October 2022, 131 (72%) of whom reported COVID-19. A history of COVID-19 was associated with a reduced ability to carry out usual activities (OR 2.54 [1.03–6.21], p = 0.04), an increase in pain, tiredness and breathlessness, and overall decline in physical health. Of those with a history of COVID-19, 111 (85%) reported to have fully recovered. Those who had not fully recovered reported poorer functional status ( p < 0.001) and had higher generalised anxiety scores ( p = 0.02). Objective measures of physical function were similar in those who reported no COVID-19, COVID-19 with full recovery, and COVID-19 with incomplete recovery. Conclusions In this cohort of Black people with HIV, participants with a history of COVID-19 reported a reduced ability to carry out activities of daily living and various other health issues. Although most people reported full recovery from COVID-19, self-reported limitations in functional status and anxiety were common sequelae.


Multimorbidity frameworks impact the composition of patterns and their associations with patient-reported outcomes among people with HIV

April 2025

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12 Reads

Journal of Multimorbidity and Comorbidity

Objectives: There is no consensus definition for multimorbidity. We explored how different frameworks affect multimorbidity patterns and their associations with patient-reported outcomes using the prospective, observational Pharmacokinetic and clinical Observations in PeoPle over fiftY (POPPY) Study. Methods: Sixty-four conditions were classified into three frameworks: Framework-D (diseases), Framework-DCI (diseases and clinical indicators) and Framework-DCIS (diseases, clinical indicators and symptoms). Principal component analysis (PCA) identified five comparable patterns: Cardiovascular disease (CVD) , Sexually transmitted diseases , Metabolic/AIDS-related , Mental health/Other , and Cancer . A sixth pattern was identified using Framework-D ( Infections/Skin) and Framework-DCI/DCIS ( Cardiometabolic) . Using PCA loadings, burden z-scores were calculated for each individual/pattern, and their associations with functional impairment (Lawton Instrumental Activities of Daily Living <8), hospitalisation and SF-36 physical and mental health scores were assessed using logistic or linear regression. Results: The analyses included 1073 people with HIV (median [interquartile range; IQR] age 52 [47 - 59] years; 85% male; 97% on ART). Clinical indicators and symptoms were correlated with the CVD , Cardiometabolic and Mental health/Other patterns. While differences were marginal, Framework-DCI showed slightly stronger relationships between CVD and functional impairment, hospitalisation and physical health compared to Framework-D. Similarly, Framework-DCIS demonstrated somewhat stronger associations between Metabolic/AIDS-related and Mental health/Other patterns with certain outcomes. Conclusions: The inclusion of clinical indicators and symptoms were associated with some changes in the strength of associations between certain multimorbidity patterns and outcomes. Our findings suggest that their inclusion in multimorbidity frameworks should be guided by the specific research context and question, rather than solely by effect size on patient-important outcomes.




Figure 1. Alpha-diversity at the amplicon sequence variant level for species (A) and genus (B) for people with and without human immunodeficiency virus (HIV). Beta-diversity with Bray-Curtis dissimilarity and Jaccard similarity at the species level (C and D) and genus level (E and F), respectively. Permutational multivariate analysis of variance was performed, and the effect size for Axis 1 in the β-diversity results was interpreted using the 95% confidence interval.
Figure 2. Differential abundance (DA) analysis of 42 species by in people with human immunodeficiency virus (HIV) compared to those without HIV. DA was assessed by analysis of compositions of microbiomes with bias correction while adjusting for the covariates based on filtered species abundance (present in at least 10% of samples and with maximum reads ≥10). False discovery rate <0.1 was considered as DA species.
Subclinical Coronary Artery Disease (CAD) as Measured by Coronary Computed Tomography Angiography in HIV UPBEAT CAD Substudy Participants
Associations between the gut microbiome, inflammation and cardiovascular profiles in people with HIV

January 2025

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30 Reads

The Journal of Infectious Diseases

Background Inflammation and innate immune activation are associated with chronic human immunodeficiency virus (HIV) infection, despite effective treatment. Although gut microbiota alterations are linked to systemic inflammation, their relationship with HIV infection the relationships between the gut microbiome, inflammation, and HIV remains unclear. Methods The HIV UPBEAT Coronary Artery Disease sub-study evaluated cardiovascular disease (CVD) in people with and without HIV. Subclinical CVD was assessed using coronary computed tomography angiography (CCTA). Thirty-four biomarkers were measured using quantitative immunoassays. Stool samples underwent 16S rRNA sequencing. Differentially abundant species were identified by analysis of compositions of microbiomes with bias correction (ANCOM-BC) and correlated to biomarkers, diet, and CCTA outcomes using Spearman correlation. Results Among 81 participants (median age, 51 years; 73% male), people with HIV (n = 44) had higher rates of hypercholesterolemia (P < .025). Gut microbiome β-diversity differed significantly by HIV status. Enriched Bifidobacterium pseudocatenulatum, Megamonas hypermegale, and Selenomonas ruminantium correlated with lower plaque burden, while depleted Ruminococcus bromii correlated with higher plaque burden and fat intake. Depleted Bacteroides spp and Alistepes spp correlated with elevated biomarkers (D-dimer, CD40 ligand, C-reactive protein, and interferon-γ). Conclusions Gut microbiota differences in people with HIV were linked to subclinical CVD, diet, and inflammation, highlighting the microbiome’s role in cardiovascular risk in HIV infection.


The relationship between psychosocial factors and cognitive test performance in a South African cohort

January 2025

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32 Reads

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1 Citation

Background Accurate assessment of cognitive impairment in low‐income settings may require consideration of complex psychosocial variables (PV). Failure to consider the association of PV with biological factors, such as HIV, could lead to false classification of cognitive impairment. We investigated the impact of PV on cognitive performance in people with HIV (PWH) and without in a low‐income area of Cape Town, South Africa. Method 273 (178 PWH) participants were recruited and 185 (145 PWH) followed‐up at 1‐year. We investigated the relationship between comprehensive cognitive testing (7 domains) and 12 PV: 5 current (income, employment, assets, accommodation, mood) and 7 recalled at childhood (assets, quality of education, exposure to trauma and violence, parental education and employment), as well as standard variables typically measured in cognition studies (age, sex, years of education). Univariable and multivariable linear regression models investigated relationships between PV (clustered using principal component analysis) and global cognitive performance (measured by global T‐score). Propensity score modelling adjusted for variables significantly associated with HIV status, to determine the direct effect of HIV status on global T‐score. Result PWH had significantly lower scores than people without HIV in 9/12 PV (ps<.015). At baseline, 8/12 PV significantly predicted global T‐score (ps<.007), which clustered into 3 components reflecting current PV, childhood PV and experience of childhood trauma. In addition to standard variables, residing in a shack remained in multivariable analysis at baseline (β = 2.40, p = .007), and lower childhood PV at follow‐up (β = 0.82, p = .035). Unadjusted, HIV status was associated with a reduction in global T‐score of 3.72 units at baseline and 2.46 at follow‐up. At baseline, after adjustment for standard variables, the HIV association was reduced by 25.8% to 2.76, and additional adjustment for PV reduced by 41.4% to 2.18. At follow‐up, adjustment for standard measures reduced by 41.9% to 1.43 and addition of PV by 56.1% to 1.08. Conclusion PWH in this setting have lower psychosocial indices, both now and in childhood, which are associated with lower cognitive test performance as an adult. This is incompletely mitigated by adjustments for standard variables which could result in misclassification of PWH as cognitively impaired if PV are not taken into account.


Citations (58)


... The suggested strong in vivo fitness cost of the INSTI RAMs as observed in our case may be an explanation that so far globally hardly any transmitted INSTI RAMs have been detected. However, systematic additional population-based drug resistance screenings will be needed to determine a potential contribution of transmitted INSTI drug resistance to treatment response in the future [20]. ...

Reference:

Emergence of Bictegravir Resistance in a Treatment-Experienced PWH on Functional Monotherapy and Rapid Replacement by an Ancient Wild-Type Strain Following Transient Treatment Interruption
Predicted dolutegravir resistance in people living with HIV in South Africa during 2020-35: a modelling study
  • Citing Article
  • April 2025

The Lancet Global Health

... Similar to our review, other literature on cognitive performance among PLWH in low-resource settings is often criticised for factors such as a lack of data on the validity and reliability of screening and diagnostic tools, 44 small sample sizes, the absence of comparison groups 45 and failure to incorporate psychosocial and behavioural variables. 46 Research in the EECA region should address these gaps by developing sound study designs (eg, representative sample, a variety of variables and having comparison groups) and focusing on defining appropriate cut-off scores, adjustments and diagnostic criteria tailored to the local context. This will not only improve the reliability of cognitive assessments but also ensure that they are relevant to the unique challenges faced by PLWH in this region. ...

The relationship between psychosocial factors and cognitive test performance in a South African cohort

... However, only 11% died within 1 year of diagnosis, suggesting that this support needs to be sustained in the longer term. Data from the Poppy study suggests that in the United Kingdom and Ireland, over three quarters of people living with HIV who experience depressive symptoms did not report having access to any mental healthcare for these symptoms [10]. ...

Exploring the cascade of mental healthcare among people with HIV experiencing depressive symptoms in the UK and Ireland: The POPPY study

... Our findings are largely in line with a recent publication of community members' views of the barriers and facilitators of community pharmacy PrEP delivery conducted in England, the United Kingdom, and a wider scoping review of barriers and facilitators of community pharmacy PrEP delivery [26,27]. Key differences include the choice of models/framework used (COM-B [28] vs. PrEP need framework and Levesque framework for healthcare access [17]), geographical variation (e.g., healthcare is devolved in Wales) and policy contexts within which studies were conducted both in terms of how PrEP was rolled out and how community pharmacies operate. ...

Qualitative exploration of the barriers and facilitators to community pharmacy PrEP delivery for UK pharmacists and underserved community members using the COM-B model of behaviour change

Sexually Transmitted Infections

... There is still scrutiny regarding the association between some antiretrovirals, including integrase strand transfer inhibitors (INSTIs) and tenofovir alafenamide (TAF), and changes in lipid and glucose parameters and weight in PWH [7,[10][11][12]. INSTI-based ART regimens have been associated with weight gain [7,[12][13][14][15], and several randomized controlled trials reported larger increases in weight with INSTIs than with non-INSTI regimens, both with and without TAF [7,16,17]. ...

Changes in bodyweight after initiating antiretroviral therapy close to HIV-1 seroconversion: an international cohort collaboration
  • Citing Article
  • August 2024

The Lancet HIV

... With the application of highly effective antiretroviral therapy (ART), AIDS has become a controllable (although not curable) chronic infectious disease. Owing to long-term ART treatment, the incidence rates of non-HIV-related chronic diseases, such as cardiovascular disease (CVD) and chronic liver disease (CLD) [2], are increasing, and these diseases are gradually becoming the main causes of AIDS-related mortality [3]. Among these diseases, liver disease is a leading cause. ...

Trends in mortality in people with HIV from 1999 to 2020: a multi-cohort collaboration
  • Citing Article
  • April 2024

Clinical Infectious Diseases

... Inequalities in reproductive health are well documented; for example, deprivation has been shown to be associated with higher sexually transmitted infection and abortion rates [1], risk of severe maternal morbidity [2] and adverse pregnancy outcomes [3]. There is also considerable evidence for ethnic disparities in maternal and pregnancy outcomes, with Black and South Asian women at increased risk of experiencing stillbirth, preterm birth, foetal growth restriction [3], maternal morbidity [2] and mortality [4]. ...

Inequalities in sexual and reproductive outcomes among women aged 16–24 in England (2012–2019)

Journal of Epidemiology and Community Health

... A recent scoping review of the Facilitators and Barriers to Community Pharmacy PrEP delivery by Harrison et al. [28] discusses the topic from the perspective of the "capability, opportunity, motivation" model of behaviours (COM-B) and comments that to date no studies have aimed to identify and map the potential barriers and facilitators of PrEP delivery, according to a behavioural theory or model. If the results of this study were to be framed in terms of a COM-B model, the findings would similarly show that pharmacy teams believe that existing knowledge of PrEP (capability) and lack of commissioned service (opportunity) could be considered barriers. ...

Facilitators and barriers to community pharmacy PrEP delivery: a scoping review

... Over the whole period of the epidemic (May 2022 to April 2023), 5 000 cases of Mpox were detected in France. As elsewhere, symptoms varied from mild, to moderate, to severe [35]. The median age of adult cases was 36 years,25% were under 29 years old and 25% between 43 and 81 [27]. ...

Experiences of mpox illness and case management among cis and trans gay, bisexual and other men who have sex with men in England: a qualitative study

EClinicalMedicine

... A previous study of this cohort identified distinct biomarkerderived inflammatory patterns associated with both subclinical CAD and prevalent CVD events [17]. One particular inflammatory pattern displayed higher markers of gut epithelial dysfunction (I-FABP), T-cell stimulation, and systemic inflammation and was distinguished from the other clusters by being significantly associated with higher CAP and prevalent clinical CVD, independent of HIV status [17]. ...

Distinct Inflammatory Phenotypes are associated with subclinical and clinical Cardiovascular disease in People living with HIV
  • Citing Article
  • January 2024

The Journal of Infectious Diseases