Discrimination of the Veterans Aging Cohort Study Index 2.0 for Predicting Cause-specific Mortality Among Persons With HIV in Europe and North America.

C-statistic VACS absolute risk multiple imputation prognosis

Journal

Open forum infectious diseases
ISSN: 2328-8957
Titre abrégé: Open Forum Infect Dis
Pays: United States
ID NLM: 101637045

Informations de publication

Date de publication:
Jul 2024
Historique:
received: 15 04 2024
accepted: 13 06 2024
medline: 17 7 2024
pubmed: 17 7 2024
entrez: 17 7 2024
Statut: epublish

Résumé

Predicting cause-specific mortality among people with HIV (PWH) could facilitate targeted care to improve survival. We assessed discrimination of the Veterans Aging Cohort Study (VACS) Index 2.0 in predicting cause-specific mortality among PWH on antiretroviral therapy (ART). Using Antiretroviral Therapy Cohort Collaboration data for PWH who initiated ART between 2000 and 2018, VACS Index 2.0 scores (higher scores indicate worse prognosis) were calculated around a randomly selected visit date at least 1 year after ART initiation. Missingness in VACS Index 2.0 variables was addressed through multiple imputation. Cox models estimated associations between VACS Index 2.0 and causes of death, with discrimination evaluated using Harrell's C-statistic. Absolute mortality risk was modelled using flexible parametric survival models. Of 59 741 PWH (mean age: 43 years; 80% male), the mean VACS Index 2.0 at baseline was 41 (range: 0-129). For 2425 deaths over 168 162 person-years follow-up (median: 2.6 years/person), AIDS (n = 455) and non-AIDS-defining cancers (n = 452) were the most common causes. Predicted 5-year mortality for PWH with a mean VACS Index 2.0 score of 38 at baseline was 1% and approximately doubled for every 10-unit increase. The 5-year all-cause mortality C-statistic was .83. Discrimination with the VACS Index 2.0 was highest for deaths resulting from AIDS (0.91), liver-related (0.91), respiratory-related (0.89), non-AIDS infections (0.87), and non-AIDS-defining cancers (0.83), and lowest for suicides/accidental deaths (0.65). For deaths among PWH, discrimination with the VACS Index 2.0 was highest for deaths with measurable physiological causes and was lowest for suicide/accidental deaths.

Sections du résumé

Background UNASSIGNED
Predicting cause-specific mortality among people with HIV (PWH) could facilitate targeted care to improve survival. We assessed discrimination of the Veterans Aging Cohort Study (VACS) Index 2.0 in predicting cause-specific mortality among PWH on antiretroviral therapy (ART).
Methods UNASSIGNED
Using Antiretroviral Therapy Cohort Collaboration data for PWH who initiated ART between 2000 and 2018, VACS Index 2.0 scores (higher scores indicate worse prognosis) were calculated around a randomly selected visit date at least 1 year after ART initiation. Missingness in VACS Index 2.0 variables was addressed through multiple imputation. Cox models estimated associations between VACS Index 2.0 and causes of death, with discrimination evaluated using Harrell's C-statistic. Absolute mortality risk was modelled using flexible parametric survival models.
Results UNASSIGNED
Of 59 741 PWH (mean age: 43 years; 80% male), the mean VACS Index 2.0 at baseline was 41 (range: 0-129). For 2425 deaths over 168 162 person-years follow-up (median: 2.6 years/person), AIDS (n = 455) and non-AIDS-defining cancers (n = 452) were the most common causes. Predicted 5-year mortality for PWH with a mean VACS Index 2.0 score of 38 at baseline was 1% and approximately doubled for every 10-unit increase. The 5-year all-cause mortality C-statistic was .83. Discrimination with the VACS Index 2.0 was highest for deaths resulting from AIDS (0.91), liver-related (0.91), respiratory-related (0.89), non-AIDS infections (0.87), and non-AIDS-defining cancers (0.83), and lowest for suicides/accidental deaths (0.65).
Conclusions UNASSIGNED
For deaths among PWH, discrimination with the VACS Index 2.0 was highest for deaths with measurable physiological causes and was lowest for suicide/accidental deaths.

Identifiants

pubmed: 39015347
doi: 10.1093/ofid/ofae333
pii: ofae333
pmc: PMC11249920
doi:

Types de publication

Journal Article

Langues

eng

Pagination

ofae333

Informations de copyright

© The Author(s) 2024. Published by Oxford University Press on behalf of Infectious Diseases Society of America.

Déclaration de conflit d'intérêts

Potential conflicts of interest. A.v.S. has received grants unrelated to this study and paid to his institution from ECDC. H.C. has received research grant funding from ViiV, NIH, and AHRQ paid to their institution, and has sat on the NIH Office of AIDS Research Advisory Council. N.P. has received grants unrelated to this study and paid to his institution from Gilead Sciences Hellas and ECDC. M.C.'s institution received research grants and expert opinion fees from Gilead, MSD, and Viiv. P.D. reports consulting fees from Gilead, Merck, Janssen and Cilag, ViiV Healthcare, Roche, and Theratechnologies; and payment or honoraria for lectures from Gilead, Merck, Janssen, ViiV Healthcare, and Roche. I.J. has received teaching fees from ViiV, fees for evaluating scientific projects and participating in expert panels from Gilead, and fees for statistical analyses from GESIDA. M.J.G. has received honoraria in the past 3 years from ad hoc membership of national HIV advisory boards, Merck, Gilead, and ViiV. J.B. reports honoraria for advice or public speaking from Gilead, GSK, Janssen, MSD, and ViiV Healthcare; and grants from Gilead, MSD, and ViiV Healthcare. C.W. reports honoraria for advice or public speaking from Abbott, Gilead, Janssen, MSD, Pfizer, and ViiV Healthcare. P.R., through his institution, has received scientific grant support for investigator-initiated studies from Gilead Sciences, Janssen Pharmaceuticals Inc, Merck & Co, and ViiV Healthcare, and has served on scientific advisory boards for Gilead Sciences, ViiV Healthcare, and Merck & Co honoraria for which were all paid to his institution. All other authors report no potential conflicts.

Auteurs

Julie Ambia (J)

Population Health Sciences, University of Bristol, Bristol, UK.

Suzanne M Ingle (SM)

Population Health Sciences, University of Bristol, Bristol, UK.

Kathleen McGinnis (K)

VA Connecticut Healthcare System, US Department of Veteran Affairs, West Haven, Connecticut, USA.

Nikos Pantazis (N)

Department of Hygiene, Epidemiology and Medical Statistics, Medical School, National and Kapodistrian University of Athens, Athens, Greece.

Michael J Silverberg (MJ)

Division of Research, Kaiser Permanente Northern California, Oakland, California, USA.

Linda Wittkop (L)

University of Bordeaux, INSERM, Institut Bergonié, BPH, U1219, CIC-EC 1401, F-33000, Bordeaux, France.
INRIA SISTM team, Talence. CHU de Bordeaux, Service d'information médicale, INSERM, Institut Bergonié, CIC-EC 1401, F-33000, Bordeaux, France.

Katharina Kusejko (K)

Division for Infectious Diseases and Hospital Epidemiology, University Hospital Zurich, University of Zurich, Zurich, Switzerland.

Heidi Crane (H)

Division of Infectious Diseases, Department of Medicine, University of Washington, Seattle, Washington, USA.

Ard van Sighem (A)

Stichting HIV Monitoring, Amsterdam, Netherlands.

Mario Sarcletti (M)

Department of Dermatology and Venereology, Medical University of Innsbruck, Innsbruck, Austria.

Alessandro Cozzi-Lepri (A)

Institute for Global Health, University College London, London, UK.

Pere Domingo (P)

Department of Infectious Diseases, Santa Creu i Sant Pau Hospital, Barcelona, Spain.

Inma Jarrin (I)

National Centre of Epidemiology, Carlos III Health Institute, Madrid, Spain.
CIBER de Enfermedades Infecciosas, Instituto de Salud Carlos III, Madrid, Spain.

Christoph Wyen (C)

Department I for Internal Medicine, University Hospital of Cologne, Cologne, Germany.

Mojgan Hessamfar (M)

Department of Internal Medicine and Infectious Disease, Bordeaux University Hospital F-33000, Bordeaux, France.

Lei Zhang (L)

Population Health Sciences, University of Bristol, Bristol, UK.
School of Public Finance and Management, Yunnan University of Finance and Economics, Kunming, China.

Matthias Cavassini (M)

Infectious Diseases Service, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.

Juan Berenguer (J)

Hospital General Universitario Gregorio Marañón, IiSGM, CIBERINFEC, Madrid, Spain.

Timothy R Sterling (TR)

Division of Infectious Diseases, Department of Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee, USA.

Peter Reiss (P)

Stichting HIV Monitoring, Amsterdam, The Netherlands.
Amsterdam UMC, University of Amsterdam, Global Health, Amsterdam, The Netherlands.
Amsterdam Institute for Global Health and Development, Amsterdam, The Netherlands.

Sophie Abgrall (S)

APHP, Hôpital Béclère, Service de Médecine Interne, Clamart, France.
APHP, Université Paris-Saclay, Univ. Paris-Sud, UVSQ, CESP INSERM U1018, Le Kremlin-Bicêtre, France.

M John Gill (MJ)

Department of Medicine, University of Calgary, South Alberta HIV Clinic, Calgary, Alberta, Canada.

Amy Justice (A)

VA Connecticut Healthcare System, US Department of Veteran Affairs, West Haven, Connecticut, USA.
Department of Internal Medicine, Yale University School of Medicine, New Haven, Connecticut, USA.

Jonathan A C Sterne (JAC)

Population Health Sciences, University of Bristol, Bristol, UK.

Adam Trickey (A)

Population Health Sciences, University of Bristol, Bristol, UK.

Classifications MeSH