Use of correlates of immunity in vaccinology
Adam Penn-Nicholson South African Tuberculosis Vaccine Initiative 11th November 2014 10th Annual African Vaccinology Course (AAVC): Developing Vaccinology Expertise for Africa
Use of correlates of immunity in vaccinology Adam Penn-Nicholson - - PowerPoint PPT Presentation
Use of correlates of immunity in vaccinology Adam Penn-Nicholson South African Tuberculosis Vaccine Initiative 11 th November 2014 10th Annual African Vaccinology Course (AAVC): Developing Vaccinology Expertise for Africa What is the point of
Adam Penn-Nicholson South African Tuberculosis Vaccine Initiative 11th November 2014 10th Annual African Vaccinology Course (AAVC): Developing Vaccinology Expertise for Africa
Vaccines Vaccine type Serum IgG Mucosal IgG Mucosal IgA T cells Diphtheria toxoid Toxoid ++ (+) Hepatitis A Killed ++ Hepatitis B (HBsAg) Protein ++ Hib PS PS ++ (+) Hib glycoconjugates PS-protein ++ ++ Influenza Killed, subunit ++ (+) Influenza intranasal Live attenuated ++ + + + (CD8+) Japanese encephalitis Killed ++ Measles Live attenuated ++ + (CD8+) Meningococcal PS PS ++ (+) Meningococcal conjugates PS-protein ++ ++ Mumps Live attenuated ++ Papillomavirus (human) VLPs ++ ++ Pertussis, whole cell Killed ++ Pertussis, acellular Protein ++ +?(CD4+) Pneumococcal PS PS ++ (+) Pneumococcal conjugates PS-protein ++ ++ Polio Sabin Live attenuated ++ ++ ++ Polio Salk Killed ++ + Rabies Killed ++ Rotavirus VLPs (+) (+) ++ Rubella Live attenuated ++ Tetanus toxoid Toxoid ++ Tuberculosis (BCG) Live mycobacteria ++(CD4+) Typhoid PS PS + (+) Varicella (chickenpox) Live attenuated ++ +?(CD4+) Varicella (zoster) Live attenuated ++(CD4+) Yellow fever Live attenuated ++
Modified from Vaccines (6th Ed.), Plotkin
Rappuoli R, Aderem A. A 2020 vision for vaccines against HIV, tuberculosis and malaria. Nature 2011;473:463–469.
Rappuoli R, Mandl CW, Black S, De Gregorio E. Vaccines for the twenty-first century society. Nat Rev Immunol 2011;11:865–872.
Vaccines Vaccine type Serum IgG Mucosal IgG Mucosal IgA T cells Diphtheria toxoid Toxoid ++ (+) Hepatitis A Killed ++ Hepatitis B (HBsAg) Protein ++ Hib PS PS ++ (+) Hib glycoconjugates PS-protein ++ ++ Influenza Killed, subunit ++ (+) Influenza intranasal Live attenuated ++ + + + (CD8+) Japanese encephalitis Killed ++ Measles Live attenuated ++ + (CD8+) Meningococcal PS PS ++ (+) Meningococcal conjugates PS-protein ++ ++ Mumps Live attenuated ++ Papillomavirus (human) VLPs ++ ++ Pertussis, whole cell Killed ++ Pertussis, acellular Protein ++ +?(CD4+) Pneumococcal PS PS ++ (+) Pneumococcal conjugates PS-protein ++ ++ Polio Sabin Live attenuated ++ ++ ++ Polio Salk Killed ++ + Rabies Killed ++ Rotavirus VLPs (+) (+) ++ Rubella Live attenuated ++ Tetanus toxoid Toxoid ++ Tuberculosis (BCG) Live mycobacteria ++(CD4+) Typhoid PS PS + (+) Varicella (chickenpox) Live attenuated ++ +?(CD4+) Varicella (zoster) Live attenuated ++(CD4+) Yellow fever Live attenuated ++
Modified from Vaccines (6th Ed.), Plotkin Ab response accounts for protection elicited by most current vaccines
Rappuoli R, Aderem A. A 2020 vision for vaccines against HIV, tuberculosis and malaria. Nature 2011;473:463–469.
Plotkin SA. Vaccines: Correlates of Vaccine‐Induced Immunity. Clinical Infectious Diseases 2008;47:401–409.
Adapted from Wyatt et al. NATURE VOL 393 18 JUNE 1998 pp. 705-711
View from target membrane perspective
From Wyatt et al. NATURE VOL 393 18 JUNE 1998 pp. 705-711
Monomeric gp120
Inner domain Outer domain
Most antibodies elicited are non-neutralizing
31% protective efficacy
Correlates of protection: Non-neutralizing V1/V2 binding Abs and ADCC
Li S, Nakaya HI, Kazmin DA, Oh JZ, Pulendran B. Systems biological approaches to measure and understand vaccine immunity in humans. Semin Immunol 2013;25:209–218.
Mycobacterium tuberculosis (M.tb)
10% active disease
What distinguishes M.tb infected adolescents who progress to TB disease from the M.tb infected adolescents who do not?
TB treatment M.tb infection TB disease Exposure TB diagnosis Reinfection TB Exposure Relapse
1 2 3 4
Cure Risk of M.tb infection Risk of TB disease Treatment success Risk of recurrent TB
G Poste. Nature 2011;459:156
IL-2 IL-17 IFN-γ TNF-α
T cells are important
“Validation” of candidates
Hypothesis- driven
11 high schools in Worcester and surrounding towns 6,363 adolescents (age 12-18) enrolled
No TB Disease (Controls)
TST+/QFN+
2 years Sample Collection Adolescents enrolled TB Disease (Cases)
TST+/QFN+, Microbiological confirmation + > 6 months
Carefully matched: Age, gender, ethnicity, school, prior episode of TB 46 Cases 107 Controls 364 PAXgene whole blood samples over 2 years of follow up All enrolled participants are healthy, M.tb-infected adolescents HIV negative
Controls Cases Training Set Test Set
Red = Higher expression Blue = Lower expression
Examples of samples predicted case: Case case > 50% classifier votes Control
Samples Assays
Fluidigm Dynamic Array System 96 x 96 = 9216 reactions per plate
Model Sensitivity (%) Specificity (%) Clinical Enrichment PSVM1 70 61 1.79 PSVM2 43 89 3.91 Combined PSVM 38 89 3.45 Combined PR 52 80 2.60
Colors: Progressors vs. Non-progressors (0.5-0yrs before diagnosis)
Interactions
Pulendran B. Systems vaccinology: probing humanity's diverse immune systems with vaccines. Proc Natl Acad Sci USA 2014;111:12300–12306.
Pulendran B. Systems vaccinology: probing humanity's diverse immune systems with vaccines. Proc Natl Acad Sci USA 2014;111:12300–12306.