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Enfermedades Infecciosas y Microbiología Clínica Low-effort HIV training in Spanish primary care: Long-term impact on testing and...
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Vol. 43. Núm. 10.
Páginas 629-724 (Diciembre 2025)
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Vol. 43. Núm. 10.
Páginas 629-724 (Diciembre 2025)
Original article
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Low-effort HIV training in Spanish primary care: Long-term impact on testing and diagnosis

Impacto a largo plazo de una intervención formativa de baja carga sobre VIH en atención primaria en la detección y el diagnóstico del VIH en España
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Alejandro G. García-Ruiz de Moralesa,b,c,
Autor para correspondencia
agarciagarcia5@salud.madrid.org

Corresponding authors.
, María Jesús Vivancosa,b, Beatriz Romero-Hernándezd,e, David Rial-Cresteloc,f, Francisco Arnaiz de las Revillasc,g, Jorge Sanchez-Villegash,i,j, Marta Montero Alonsok, María de la Villa López Sánchezl, María Remedios Alemán Vallsm, Santiago Morenoa,b,c, Javier Martínez-Sanza,c,1, María Jesús Pérez-Elíasa,c,1,
Autor para correspondencia
mjperez90@gmail.com

Corresponding authors.
, on behalf of CoRIS
a Department of Infectious Diseases, Hospital Universitario Ramón y Cajal and Instituto de Investigación Sanitaria Ramón y Cajal (IRYCIS), Madrid, Spain
b Universidad de Alcalá, Alcalá de Henares, Spain
c CIBER de enfermedades infecciosas (CIBERINFEC), Instituto de Salud Carlos III, Madrid, Spain
d Department of Microbiology, Hospital Universitario Ramón y Cajal, IRYCIS, Madrid, Spain
e CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain
f HIV Unit, Hospital Universitario 12 de Octubre, Madrid, Spain
g Servicio de Enfermedades Infecciosas. Hospital Universitario Marqués de Valdecilla, Cantabria, Spain
h Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario Virgen Macarena, Spain
i Departamento de Medicina, Universidad de Sevilla, Spain
j Instituto de Biomedicina de Sevilla (IBiS)/CSIC, Seville, Spain
k Hospital Universitario y Politécnico de La Fe, Valencia, Spain
l Hospital Universitario de Jaén, Jaén, Spain
m Departamento de Infecciones, Hospital Universitario de Canarias, Spain
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Table 1. Baseline characteristics of HIV diagnosis per group, period, and rate of late diagnosis and advanced HIV disease at diagnosis.
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Abstract
Background

Recent improvements in the HIV care cascade have reduced HIV incidence in high- and middle-income countries, yet late HIV diagnosis remains a critical issue. This study examines the impact of a two-hour training session on HIV testing and diagnosis rates in primary care centers in Madrid, Spain.

Methods

In 2017, we conducted a non-mandatory, two-hour training session on updated HIV and HCV guidelines for primary care providers in 20 centers within the Ramón y Cajal Hospital area. We compared yearly HIV testing rates and late diagnosis rates in the five years before and after the intervention. We used data from Ramón y Cajal Hospital Microbiology Department's electronic records and the CoRIS cohort, including demographic and clinical information.

Results

Of the 630 target primary care providers, 454 (72%) attended the sessions. HIV testing rates increased from 1780 to 2155 tests per 100,000 inhabitants (p<0.0001) post-intervention, with a stable rate of positive tests. Late diagnosis rates in our area decreased from 58.9% to 48.7%, while rates in the rest of Madrid and Spain increased (AOR 1.22, p<0.001). The intervention area showed a significant reduction in advanced HIV disease (AOR 0.66, p=0.095), contrasting with the upward trend in other regions.

Conclusion

A simple two-hour training session for primary care providers effectively increased HIV testing rates and reduced late diagnoses in our health area compared to national trends. Implementing similar strategies on a broader scale could help mitigate the rising rates of late HIV diagnosis and improve overall community health outcomes.

Keywords:
HIV
Late diagnosis
Primary care
Training session
HIV testing
Resumen
Introducción

A pesar de los avances en la cascada de atención del VIH y la reducción de su incidencia en países de ingresos medios y altos, el diagnóstico tardío sigue siendo un desafío en salud pública. Este estudio evaluó el impacto de una intervención formativa breve sobre las tasas de pruebas y diagnóstico de VIH en Madrid, España.

Métodos

En 2017, se ofreció una sesión formativa voluntaria de dos horas sobre las guías actualizadas de cribado y tratamiento de VIH y VHC a profesionales de atención primaria en 20 centros del área del Hospital Ramón y Cajal. Se compararon las tasas anuales de pruebas de VIH y de diagnóstico tardío en los cinco años previos y posteriores, utilizando registros microbiológicos locales y datos de la cohorte CoRIS.

Resultados

De los 630 profesionales de los centros, 454 (72%) asistieron. Tras la intervención, las pruebas de VIH aumentaron de 1.780 a 2.155 por 100.000 habitantes (p<0.0001), con una tasa de positividad estable. El diagnóstico tardío se redujo del 58,9% al 48,7% en el área intervenida, mientras que aumentó en el resto de Madrid y de España (OR ajustada 1,22; p<0,001). También se observó una reducción no significativa de enfermedad avanzada por VIH (OR ajustada 0,66; p=0,095).

Conclusión

Una sesión formativa breve y de bajo coste mejoró eficazmente las tasas de solicitud de pruebas de VIH y redujo los diagnósticos tardíos en atención primaria. Su implementación a mayor escala podría favorecer diagnósticos más precoces y mejores resultados de salud pública.

Palabras clave:
VIH
Diagnóstico tardío
Atención primaria
Sesión formativa
España
Texto completo
Background

In recent years, the transition through the HIV care cascade has greatly improved in high- and middle-income countries. These improvements have significantly reduced the time an individual remains infective in the community, which will help reduce HIV incidence in the upcoming years.1–3 Nevertheless, late diagnosis is rising and remains one of the main concerns in achieving effective community viral suppression in high-income countries.1,4,5

Late HIV diagnosis, which has recently been redefined to better exclude recent infections,6 is rising all over Europe.1,4,5 Although the latest available data from Spain's Ministry of Health does not adhere to this update, late diagnosis remains high and has not improved in recent years. In 2022, 48.6% of all diagnosed patients had <350CD4/μl (late diagnosis as defined by the Spanish Ministry of Health), and 27.6% had <200CD4/μl (advanced disease as defined by the Spanish Ministry of Health).7

Despite significant efforts to improve HIV testing and reduce late diagnosis, which increases the time that an infected individual is at risk of transmitting the infection, testing remains suboptimal in many settings. Opt-out screening is part of the testing guidelines in many regions with higher prevalence,8,9 while others rely on indicator condition-guided HIV testing. However, most of the testing strategies rely on physicians to identify patients who could potentially be at risk of acquiring HIV based on individual risk factors.10,11 Some formative strategies and electronic aids, including training sessions at the hospital and primary care level, have been demonstrated to increase testing rates transiently.12–16 However, data on the long-term effect of these strategies is lacking.

Nevertheless, the assessment of individual HIV risk presents numerous challenges in real-world clinical settings. Time constraints, complex consent processes, limited professional training, patient reluctance, and competing healthcare priorities are significant barriers to optimal testing and risk assessment.16–21

To address reduced testing and late diagnosis, our group has been working on improving primary care and hospital physicians’ HIV and HCV awareness.12,13,21,22 In this sense, in the first months of 2017, we performed a two-hour formative session on HIV and Hepatitis C Virus (HCV) guidelines to encourage HIV and HCV screening in all primary care centers that are adhered to our health area (Ramón y Cajal Hospital, Madrid).13

In this study, we aimed to describe the long-term evolution of HIV testing rates in our healthcare area before and after the training sessions.

Methods

In 2017, we provided a non-mandatory two-hour training session accredited by the Council of the Community of Madrid in each of the 20 primary care centers in the Ramón y Cajal Hospital area. The session, conducted by infectious diseases specialists, targeted medical doctors and nurses and included four modules: (1) epidemiology of HIV infection, (2) diagnostic strategies, (3) treatment of HIV, and (4) other sexually transmitted infections. After the sessions, we had an hour to review the material and complete questionnaires to estimate the knowledge of HIV testing, the barrier to HIV testing, and the rates of previous offering of HIV tests. We used a self-administered questionnaire developed within the OptTEST project (Project No. 20131102, European Union, Framework of the Health Program 2008–2013),23 and was previously published by Martínez-Sanz et al.13 The main objective was to promote early diagnosis of HIV infection in the primary care setting by disseminating current HIV testing guidelines; another aim is to improve knowledge of current trends in the prevention, diagnosis, and management of HIV infection among primary care providers.13

Study groups and outcomes

We compared the yearly absolute number of HIV tests requested in these primary care facilities and calculated the annual rate of HIV testing and the annual rate of HIV-positive tests per 100,000 patients who were assigned to the centers with the intervention.

We defined two periods according to the date the training sessions were carried out: the pre-session period included five years leading up to the training session in 2017 (2012 to the beginning of the training sessions), and the post-session period consisted of five years after the training sessions were completed up to the censoring date (mid-2017 to November 2022).

We then compared the rates of late diagnosis in two groups: the intervention group included all patients assigned to a primary care doctor at the 20 primary care centers with intervention; the control group included all the remaining patients who had been included in the CoRIS cohort during the study period.

Data collection

To obtain the number of ordered HIV tests and positive HIV tests, we used the electronic records of the Microbiology Department of Ramón y Cajal Hospital, which processes all requested HIV tests of the intervened primary care centers. We included al the tests that were ordered starting 01/01/2012 until 31/12/2022. Data was accessed on 13/06/2023. We excluded tests from patients with previously positive HIV serology results. We obtained the annual number of patients assigned to each primary care center from each centre's database. All the tests were processed as a yearly anonymised batch, and researchers did not have access to the personal information of the patients other than date of birth, sex, and in those who were positive, the first CD4 count and viral load.

To calculate the rates of late and advanced HIV diagnoses, we used data from CoRIS, a prospective multicentre cohort of individuals with HIV infection. The cohort includes more than 19,000 antiretroviral treatment (ART)-naïve patients starting in 01/01/2004 and a censoring date on 30/11/2022. Data was accessed on 01/09/2023. Patients were recruited across 47 centers in 14 autonomous regions in Spain. The recorded data includes anonymized clinical and epidemiological information, and internal quality controls are performed annually, with 10% of the data being externally audited every two years.24 We extracted anonymized clinical and demographic information, including sex, date of birth, nationality, educational level, date of the first positive test, date of any previous negative HIV test, HIV acquisition route, hospital of inclusion, and relevant immunological and virological markers, including first CD4+ T cells and first viral load (VL), CDC classification at diagnosis, and date of first AIDS-defining illness.

We defined late diagnosis, according to the 2022 definition by Croxford et al., as a CD4 count<350cells per μL and/or the presence of an AIDS-defining illness at the time of diagnosis, without evidence of recent seroconversion.6 We defined advanced HIV disease as the presence of an AIDS-defining illness upon HIV diagnosis or in the six months following the diagnosis.

Objectives

Our primary objective was to describe the evolution of HIV testing rates before and after the training session, considering an extended follow-up period of five years. The secondary objectives were to describe and compare the rates of late diagnosis and advanced HIV diagnosis in our cohort and the CoRIS cohort in the five years before and after the intervention.

Sample size and statistical power

This was a retrospective analysis of routine programmatic data and therefore no formal sample size calculation was conducted a priori. However, the study included over 10,000 newly diagnosed individuals with HIV, of whom 341 were from the intervention area. This sample size provided sufficient power to detect clinically meaningful differences in late diagnosis rates between groups. Post hoc calculations indicated that with 341 participants in the intervention group, the study had >80% power to detect a 20% relative reduction in the proportion of late diagnoses, assuming a two-sided alpha of 0.05.

Statistical analysis

We calculated the rates of requested and positive HIV tests per 100,000 patients and compared paired quantitative variables with Wilcoxon's signed-rank test. We performed a descriptive analysis of the baseline characteristics of HIV-positive patients using frequency distributions and between-group comparisons using the χ2 test. We compared the rates of late HIV diagnosis and advanced HIV disease in both groups before and after the training sessions. We used logistic regression to obtain association measures (adjusted odds ratio [AOR]) and included age, sex, geographical origin, mode of transmission, and level of education as covariates. We used Stata v.18 (StataCorp LP, College Station, Texas, USA) to perform all statistical analyses and GraphPad Prism v.10 (GraphPad Software Inc.) to generate the figures.

Results

Of the 630 primary care providers working at the 20 target primary care centers, 454 (72%) attended the sessions. Martínez-Sanz et al.13 described the characteristics of the providers who answered the questionnaire during the session, which is shown in Tables S1A and S1B.

Number of tests and positive HIV test results

The average annual rate of HIV screening was 1780 tests per 100,000 inhabitants in the period preceding the intervention and 2155 tests per 100,000 inhabitants in the period after the intervention (p<0.0001), despite a reduction in testing during 2020 (1615 tests per 100,000 inhabitants) (Fig. 1A). The rate of positive tests was 7 per 100,000 inhabitants before and 7.3 per 100,000 inhabitants after the intervention (p=0.676), showing an initial increase of up to 10 positive tests per 100,000 inhabitants until 2020 and lower rates thereafter (Fig. 1B). The overall number of tests, positive tests, and number of assigned patients per year are shown in the Supplementary Material, Table S2.

Fig. 1.

Evolution of the yearly rate of HIV tests and positive tests during the study period. (A) Yearly number of HIV tests per 100,000 inhabitants in Ramón y Cajal Health Area. The formative intervention was carried out during the year 2017. (B) Yearly number of positive tests per 100,000 inhabitants in Ramón y Cajal Health Area. The formative intervention was carried out during the year 2017.

Characteristics of patients newly diagnosed with HIV

We included 10,184 patients newly diagnosed with HIV, 341 of whom belonged to centers with intervention. Table 1 shows the distribution of the new HIV diagnoses in the cohort and their demographic characteristics. These participants were predominantly male (88.4%), middle-aged, born in Spain, and had sex with men (MSM). Both groups were comparable, except for a greater percentage of Spanish patients in the pre-session period and a greater rate of MSM in the post-session period in the intervention group.

Table 1.

Baseline characteristics of HIV diagnosis per group, period, and rate of late diagnosis and advanced HIV disease at diagnosis.

  InterventionRest of Spain
  Pre-session  Post-session  Pre-session  Post-session 
HIV diagnoses, n  146  195  4838  5005 
Sex, n (%)
Female  21 (14.4)  20 (10.3)  568 (11.7)  574 (11.5) 
Male  125 (85.6)  175 (89.7)  4270 (88.3)  4431 (88.5) 
Age, median (IQR)  38 (29, 47)  36 (28, 43)  35 (28, 43)  35 (28, 43) 
Mode of acquisition, n (%)
MSM  96 (65.8)  160 (82.1)  3383 (69.9)  3527 (70.5) 
Heterosexual contact  43 (29.5)  34 (17.4)  1175 (24.3)  1155 (23.1) 
PUID  7 (4.8)  0 (0.0)  90 (1.9)  64 (1.3) 
Other/unknown  0 (0.0)  1 (0.5)  190 (3.9)  259 (5.2) 
Region of origin, n (%)
Spain  96 (65.8)  94 (48.2)  2702 (55.8)  2383 (47.6) 
Latin America  41 (28.1)  89 (45.6)  1013 (20.9)  1749 (34.9) 
Other  9 (6.1)  12 (6.2)  1123 (23.3)  873 (17.5) 
Ethnicity, n (%)
Black  3 (2.1)  5 (2.6)  125 (2.6)  174 (3.5) 
Other  143 (97.9)  190 (97.4)  4713 (97.4)  4831 (96.5) 
Education level college or greater, n (%)  92 (63)  161 (82.6)  2742 (56.7)  2818 (56.3) 
Late diagnosis, n (%)  86 (58.9)  95 (48.7)  1930 (39.0)  2274 (45.4) 
Advanced HIV disease, n (%)  52 (35.6)  47 (24.1)  1004 (20.8)  1138 (22.7) 

Abbreviations: HIV, human immunodeficiency virus; IQR, interquartile range; MSM, men who have sex with men; PUID, people who use injected drugs.

Late diagnosis and advanced HIV disease upon diagnosis

Overall, there was a significant increase in the rate of late HIV diagnosis in the 2017–2022 period compared to the 2012–2017 period (40.5–45.6%, p<0.0001). However, the rate of advanced HIV disease remained stable (21.9–22.8%) (Table 1).

Among the new diagnoses made in the Ramón y Cajal Hospital area, the rate of late diagnosis decreased from 58.9% in the first period to 48.7% in the second period (AOR 0.70 [95%CI 0.45–1.09], p=0.121). In the rest of Spain, late diagnosis significantly increased between the two periods (AOR, 1.22 [95%CI 1.13–1.33], p<0.001) (Table 1, Fig. 2A). When comparing both differences, there was a significant reduction in late diagnosis in patients from the centers with intervention compared to the rest of Spain (p=0.017) (Fig. 2A).

Fig. 2.

Late HIV and advanced HIV diagnosis before and after the intervention. (A) Percentage of patients with late diagnosis before and after the intervention in CoRIS centers without intervention (RED) and centers with intervention (BLUE). The p-values indicate the change in late diagnosis within each group before and after the intervention and the difference in late diagnosis trends between both groups over the same period. (B) Percentage of patients with advanced HIV at diagnosis before and after the intervention in CoRIS centers without intervention (RED) and centers with intervention (BLUE). The p-values indicate the change in advanced HIV at diagnosis within each group before and after the intervention, as well as the difference in advanced HIV at diagnosis trends between both groups over the same period.

Regarding the rate of advanced HIV disease, the centers with intervention showed a borderline-significant reduction in AOR 0.66 [95%CI 0.40–1.08], p=0.095) (Table 1, Fig. 2), whereas the rest of Spain showed a borderline significant increase (AOR 1.10, [95%CI, 0.99–1.22]; p=0.061) (Table 1, Fig. 2B). The comparison of both differences showed a significant decrease in advanced HIV disease in the intervention group compared to that in the control group (p=0.044) (Fig. 2B).

We performed sensitivity analyses comparing the intervention group with the rest of the Community of Madrid instead of the rest of Spain, yielding similar results (Supplementary Material Table S3).

Discussion

This study highlights the positive impact of a low-effort training session on HIV testing and positivity rates in primary care centers across a health area in Madrid, Spain. Following the intervention, we noted a significant reduction in late HIV diagnoses, a metric that initially was higher in our area compared to the rest of Madrid and Spain. Interestingly, while the rest of Madrid and Spain saw an increase in late diagnoses, our area showed improvement. Our findings also revealed a national trend of increasing late HIV presentations, consistent with trends reported across Spain7 and Europe,4 whereas our local cohort showed a modest reduction.

Recent studies have identified late diagnosis as one of the main drivers of ongoing transmission in middle- and high-income countries, despite substantial improvements in other stages of the care continuum in recent years.1–3 However, strategies to mitigate late diagnoses are still lacking, with initiatives like universal opt-out screening only implemented in specific regions and settings.8,9

In Spain and many other European countries, HIV diagnosis primarily relies on primary care physicians identifying indicator conditions. These physicians often face significant challenges, including being overwhelmed by the number of patients they see daily, dealing with HIV-related stigma,25–28 staying updated with the latest HIV testing guidelines, and encountering various barriers to testing.13 Our group has previously demonstrated that formative sessions with hospital specialists can temporarily improve HIV testing and diagnosis rates.12 Additionally, structured HIV testing programs in emergency departments and primary care centers have been shown to enhance physicians’ awareness and implementation of HIV testing.13,16,22 Recently, a Dutch study found a 10% increase in HIV testing of patients with an indicator condition, following a series of HIV formative interventions to medical providers.29

Our data reinforce the idea that a formative session can increase the number of people screened for and diagnosed with HIV. This increased screening reduced the rate of late diagnosis in our area, while rates in the rest of Spain and Madrid continued to rise. Although the increase in testing and positivity rates might seem small, a 20% increase from a low-effort training session is significant and directly addresses the main gap in the HIV care cascade.1,2 HIV tests are very cheap compared to the costs of late HIV diagnosis. Therefore, implementing such strategies more broadly might help counteract the rising trends in late diagnosis4,7 that public awareness strategies have not yet improved.

The baseline rate of late diagnosis was higher in our population than in the rest of Madrid and Spain. Despite the intervention, our most recent rate remained slightly higher, and the reasons for this are unclear. However, some factors may explain this. First, our hospital serves as a reference for many NGOs due to its easy access to healthcare, even for people with irregular status in our country. Recently, Palich and collaborators30 in France reported that most migrants diagnosed with HIV acquire the infection after migration and higher rates of late diagnosis in this group are linked to social and economic disadvantages. Second, our hospital proactively includes every HIV diagnosis in CoRIS with patient consent, even those acutely ill and diagnosed as inpatients. We cannot confirm if other hospitals in the cohort do the same. Still, the Spanish Ministry of Health's annual report shows similar rates of late diagnosis and AIDS stage at diagnosis7 as we report in CoRIS, suggesting that most other centers also include their critically ill patients.

Our study had some limitations. First, we might not be aware of small local strategies to improve HIV screening implemented in different regions during the study period. However, this does not change the interpretation of our results, as the trend in our area differs from others, regardless of their strategies to address late diagnosis. Second, CoRIS does not include all patients diagnosed with HIV in Spain, though the nationally reported rates of late diagnosis are similar to those in our cohort.7 Finally, COVID-19 interrupted the presumed effect of our intervention in 2020, significantly disrupting healthcare systems and access to care for many patients.31–33 Still, data from the following years suggests that the screening rate returned to pre-COVID levels in 2022.

These findings should be interpreted with caution in other settings, as the intervention was conducted in a specific healthcare area with defined organizational characteristics and population demographics, so extrapolation to other regions or countries should consider differences in healthcare systems, physician workload, and baseline HIV testing practices. Further implementation studies in diverse settings are needed to assess replicability and scalability.

Despite these limitations, we present systematic data from all HIV tests performed in our area and from a large, well-structured, prospective cohort with audited and updated data up to November 30, 2022. The results for the number of tests and late diagnoses are consistent with the presumed effect of the sessions and similar published strategies.

In conclusion, a two-hour low-effort training session for primary care providers increases HIV testing rates. It reduces late diagnoses compared to the trends in a nationwide Spanish cohort of HIV ART-naïve patients. Implementing similar strategies on a broader scale could help mitigate the rising rates of late HIV diagnosis and improve overall community health outcomes.

Authors’ contributions

AGG-RdM, MJV, SM, JM-S, and MJPE conceptualized the study. MJV, JM-S, and MJPE performed the training sessions. BRH provided extracted the serologies from the microbiology department's database. AGG-R and JM-S verified the underlying data and performed the statistical analyses. DR-C, FAdlR, JS-V, MMA, MVLS and MRAV contributed to data mining. AG-R, JM-S, SM and MP-E wrote the first draft of this manuscript. All authors have revised and approved the final manuscript.

Ethics

This study was approved by the Institutional Review Boards of the Carlos III Health Institute, Madrid, Spain, and the Ethics Committee of the University Hospital Ramón y Cajal, Madrid, Spain (ceic.hrc@salud.madrid.org, approval number 001–23), who granted a waiver for informed consent for the retrospective use of the anonymised data extracted from the microbiology department. The CoRIS committee approved the use of the CoRIS cohort data in the study with no need of further informed consent, as all the participants enrolled in the CoRIS cohort provided written informed consent to allow the use of their anonymised personal data for research purposes (proyectoscoris@isciii.es, approval number RIS EPICLIN 02/2023).

Funding

This study was funded by the Instituto de Salud Carlos III (ISCIII) through project PI22/01878, Spanish Ministry of Science and Innovation, and co-funded by the European Union. CoRIS cohort is supported by CIBER – Consorcio Centro de Investigación Biomédica en Red– (CB21/13/00091), Instituto de Salud Carlos III, Ministerio de Ciencia e Innovación and Unión Europea – NextGenerationEU. The funders had no role in the study design, data analysis, or interpretation of results.

Conflict of interests

A.G.G.-R.d.M. reports personal fees from ViiV Healthcare, non-financial support from ViiV Healthcare, Jannsen Cilag, and Gilead Sciences, and research grants from Gilead Sciences outside the submitted work. MJV has received honoraria (grants and personal fees) as a speaker in educational programs sponsored by ViiV and Gilead and has received support (registration, travel assistance) for expert courses and congresses from Gilead, MSD and ViiV. J.M.-S. reports personal fees from ViiV Healthcare, Janssen Cilag, Gilead Sciences, and MSD; non-financial support from ViiV Healthcare, Jannsen Cilag, and Gilead Sciences; and research grants from Gilead Sciences outside the submitted work. SM reports grants, personal fees, and non-financial support from ViiV Healthcare, personal fees, and non-financial support from Janssen, grants, personal fees, and non-financial support from MSD, grants, personal fees, and non-financial support from Gilead, outside the submitted work.

The remaining authors declare no conflicts of interest.

Availability of data and materials

All data presented in this study can be obtained through reasonable requests from the corresponding authors.

Acknowledgements

We acknowledge the CoRIS cohort and all the participants who made this study possible.

Appendix A
Supplementary data

The followings are the supplementary data to this article:

Icono mmc1.doc

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These authors have contributed equally to this work.

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