1
|
Seaton KE, Huang Y, Karuna S, Heptinstall JR, Brackett C, Chiong K, Zhang L, Yates NL, Sampson M, Rudnicki E, Juraska M, deCamp AC, Edlefsen PT, Mullins JI, Williamson C, Rossenkhan R, Giorgi EE, Kenny A, Angier H, Randhawa A, Weiner JA, Rojas M, Sarzotti-Kelsoe M, Zhang L, Sawant S, Ackerman ME, McDermott AB, Mascola JR, Hural J, McElrath MJ, Andrew P, Hidalgo JA, Clark J, Laher F, Orrell C, Frank I, Gonzales P, Edupuganti S, Mgodi N, Corey L, Morris L, Montefiori D, Cohen MS, Gilbert PB, Tomaras GD. Pharmacokinetic serum concentrations of VRC01 correlate with prevention of HIV-1 acquisition. EBioMedicine 2023; 93:104590. [PMID: 37300931 PMCID: PMC10363420 DOI: 10.1016/j.ebiom.2023.104590] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Revised: 04/06/2023] [Accepted: 04/12/2023] [Indexed: 06/12/2023] Open
Abstract
BACKGROUND The phase 2b proof-of-concept Antibody Mediated Prevention (AMP) trials showed that VRC01, an anti-HIV-1 broadly neutralising antibody (bnAb), prevented acquisition of HIV-1 sensitive to VRC01. To inform future study design and dosing regimen selection of candidate bnAbs, we investigated the association of VRC01 serum concentration with HIV-1 acquisition using AMP trial data. METHODS The case-control sample included 107 VRC01 recipients who acquired HIV-1 and 82 VRC01 recipients who remained without HIV-1 during the study. We measured VRC01 serum concentrations with a qualified pharmacokinetic (PK) Binding Antibody Multiplex Assay. We employed nonlinear mixed effects PK modelling to estimate daily-grid VRC01 concentrations. Cox regression models were used to assess the association of VRC01 concentration at exposure and baseline body weight, with the hazard of HIV-1 acquisition and prevention efficacy as a function of VRC01 concentration. We also compared fixed dosing vs. body weight-based dosing via simulations. FINDINGS Estimated VRC01 concentrations in VRC01 recipients without HIV-1 were higher than those in VRC01 recipients who acquired HIV-1. Body weight was inversely associated with HIV-1 acquisition among both placebo and VRC01 recipients but did not modify the prevention efficacy of VRC01. VRC01 concentration was inversely correlated with HIV-1 acquisition, and positively correlated with prevention efficacy of VRC01. Simulation studies suggest that fixed dosing may be comparable to weight-based dosing in overall predicted prevention efficacy. INTERPRETATION These findings suggest that bnAb serum concentration may be a useful marker for dosing regimen selection, and operationally efficient fixed dosing regimens could be considered for future trials of HIV-1 bnAbs. FUNDING Was provided by the National Institutes of Health, National Institute of Allergy and Infectious Diseases (NIAID) (UM1 AI068614, to the HIV Vaccine Trials Network [HVTN]; UM1 AI068635, to the HVTN Statistical Data and Management Center [SDMC], Fred Hutchinson Cancer Center [FHCC]; 2R37 054165 to the FHCC; UM1 AI068618, to HVTN Laboratory Center, FHCC; UM1 AI068619, to the HPTN Leadership and Operations Center; UM1 AI068613, to the HIV Prevention Trials Network [HPTN] Laboratory Center; UM1 AI068617, to the HPTN SDMC; and P30 AI027757, to the Center for AIDS Research, Duke University (AI P30 AI064518) and University of Washington (P30 AI027757) Centers for AIDS Research; R37AI054165 from NIAID to the FHCC; and OPP1032144 CA-VIMC Bill & Melinda Gates Foundation.
Collapse
Affiliation(s)
- Kelly E Seaton
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA.
| | - Yunda Huang
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA; Department of Global Health, University of Washington, Seattle, WA, 98195, USA.
| | - Shelly Karuna
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Jack R Heptinstall
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Caroline Brackett
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Kelvin Chiong
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Lily Zhang
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Nicole L Yates
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Mark Sampson
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Erika Rudnicki
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Michal Juraska
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Allan C deCamp
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Paul T Edlefsen
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - James I Mullins
- Department of Global Health, University of Washington, Seattle, WA, 98195, USA; Departments of Microbiology and Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Carolyn Williamson
- Division of Medical Virology, Institute of Infectious Disease & Molecular Medicine, University of Cape Town and National Health Laboratory Service, South Africa
| | - Raabya Rossenkhan
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Elena E Giorgi
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Avi Kenny
- Department of Biostatistics, University of Washington, Seattle, WA, 98195, USA
| | - Heather Angier
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - April Randhawa
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - Joshua A Weiner
- Thayer School of Engineering, Dartmouth College, Hanover, NH, 03755, USA
| | - Michelle Rojas
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Marcella Sarzotti-Kelsoe
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Lu Zhang
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Sheetal Sawant
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | | | | | | | - John Hural
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | - M Julianna McElrath
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA
| | | | | | - Jesse Clark
- Department of Medicine, Division of Infectious Disease and Department of Family Medicine in the David Geffen School of Medicine at UCLA, Los Angeles, CA, USA
| | - Fatima Laher
- Perinatal HIV Research Unit (PHRU), Wits Health Consortium, Soweto, Johannesburg, South Africa
| | - Catherine Orrell
- Desmond Tutu Health Foundation, University of Cape Town (Institute of Infectious Disease and Molecular Medicine, and Department of Medicine), Observatory, 7925, Cape Town, South Africa
| | - Ian Frank
- Penn Center for AIDS Research, Infectious Disease Division, University of Pennsylvania, 3400 Civic Center Boulevard Building 421, Philadelphia, PA, 19104, USA
| | - Pedro Gonzales
- Asociacion Civil Impacta Salud y Educación, San Miguel Clinical Research Center, Lima, Peru
| | - Srilatha Edupuganti
- Division of Infectious Diseases, Emory University School of Medicine, Atlanta, GA, USA
| | - Nyaradzo Mgodi
- University of Zimbabwe-University of California San Francisco (UZ-UCSF) Collaborative Research Programme, Harare, Zimbabwe, South Africa
| | - Lawrence Corey
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA; Departments of Medicine and Laboratory Medicine, University of Washington, Seattle, WA, 98195, USA; Division of Medical Virology, University of Cape Town, Anzio Road, Observatory, 7925, Cape Town, South Africa
| | - Lynn Morris
- National Institute for Communicable Diseases, National Health Laboratory Service, Johannesburg, 2192, South Africa; Antibody Immunity Research Unit, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, 2000, South Africa; Centre for the AIDS Programme of Research in South Africa, University of KwaZulu-Natal, Durban, 4041, South Africa
| | - David Montefiori
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA
| | - Myron S Cohen
- Institute of Global Health and Infectious Diseases, The University of North Carolina at Chapel Hill, Chapel Hill, NC, 27599, USA
| | - Peter B Gilbert
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, Seattle, WA, 98109, USA; Departments of Microbiology and Medicine, University of Washington, Seattle, WA, 98195, USA
| | - Georgia D Tomaras
- Duke Center for Human Systems Immunology, Departments of Surgery, Immunology, Molecular Genetics and Microbiology, Durham, NC, 27710, USA.
| |
Collapse
|
2
|
Zhu L, Yang F, Dong L, Wang G, Li Q, Zhong C. Novel evidence of obesity paradox in esophageal adenocarcinoma: perspective on genes that uncouple adiposity from dismal outcomes. J Cancer 2022; 13:436-449. [PMID: 35069893 PMCID: PMC8771516 DOI: 10.7150/jca.65138] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Accepted: 11/21/2021] [Indexed: 12/24/2022] Open
Abstract
Background: Obesity is a strong risk factor for esophageal adenocarcinoma (EAC). Nevertheless, not all the patients with EAC are obesity, and a substantial proportion of obesity patients don't suffer from poor prognoses. The mechanisms behind the “obesity paradox” that uncouple obesity from dismal outcomes in EAC are unclear. This study aimed to explore the “obesity-guarding” genes (OGG) profiles and their prognostic values in patients with EAC. Methods: Gene expression data and clinical information of patients with EAC were downloaded from The Cancer Genome Atlas (TCGA) database. Enrichment analysis was used to explore the OGG functions and pathways. Cox regression analysis and nomogram model were performed to investigate the OGG prognostic values for overall survival (OS). In addition, relations between OGG and immune cells were assessed by the “CIBERSORT” algorithm and the Tumor IMmune Estimation Resource (TIMER) tool. Finally, the results were experimentally validated in real-world study. Results: A total of 69 OGG were retrieved, and 17 significantly differentially expressed genes (SDEG) were identified between normal and EAC tissues. Enrichment analysis showed the OGG were enriched in the mitochondrion-related and various receptor pathways. Univariate Cox regression results showed that the MCM6, ATXN2 and CSK were significantly associated with OS (P=0.036, 0.039, 0.046, respectively). Multivariate Cox regression analysis showed MCM6 and CSK were independent prognostic genes for OS (P=0.025, 0.041, respectively). Nomogram demonstrated that the OGG had good predictive abilities for the 1-, 2-, and 3-year OS. Immunity analysis demonstrated that OGG were significantly associated with immune cells (P <0.05). In addition, clinical correlation analysis revealed that the OGG had significant relations with clinical parameters (P <0.05). The experiment results confirmed that the SDEG were significantly different between normal and EAC tissues (P <0.05). Conclusions: We identified the OGG expression profiles that may uncouple obesity from poor survival in patients with EAC. They have prognostic values in predicting patients' OS, and may be exploited for prognostic biomarkers.
Collapse
Affiliation(s)
- Lei Zhu
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China.,Department of Thoracic Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| | - Fugui Yang
- Department of Thoracic Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| | - Lin Dong
- Department of Thoracic Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| | - Guangxue Wang
- Research Center for Translational Medicine, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| | - Qinchuan Li
- Department of Thoracic Surgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| | - Chunlong Zhong
- Department of Neurosurgery, Shanghai East Hospital, School of Medicine, Tongji University, Shanghai 200120, China
| |
Collapse
|