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Gaiha GD, Rossin EJ, Urbach J, Landeros C, Collins DR, Nwonu C, Muzhingi I, Anahtar MN, Waring OM, Piechocka-Trocha A, Waring M, Worrall DP, Ghebremichael MS, Newman RM, Power KA, Allen TM, Chodosh J, Walker BD. Structural topology defines protective CD8 + T cell epitopes in the HIV proteome. Science 2019; 364:480-484. [PMID: 31048489 DOI: 10.1126/science.aav5095] [Citation(s) in RCA: 91] [Impact Index Per Article: 18.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2018] [Accepted: 03/25/2019] [Indexed: 12/26/2022]
Abstract
Mutationally constrained epitopes of variable pathogens represent promising targets for vaccine design but are not reliably identified by sequence conservation. In this study, we employed structure-based network analysis, which applies network theory to HIV protein structure data to quantitate the topological importance of individual amino acid residues. Mutation of residues at important network positions disproportionately impaired viral replication and occurred with high frequency in epitopes presented by protective human leukocyte antigen (HLA) class I alleles. Moreover, CD8+ T cell targeting of highly networked epitopes distinguished individuals who naturally control HIV, even in the absence of protective HLA alleles. This approach thereby provides a mechanistic basis for immune control and a means to identify CD8+ T cell epitopes of topological importance for rational immunogen design, including a T cell-based HIV vaccine.
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Affiliation(s)
- Gaurav D Gaiha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Gastrointestinal Unit, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Elizabeth J Rossin
- The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA
| | - Jonathan Urbach
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | | | - David R Collins
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Chioma Nwonu
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Itai Muzhingi
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Melis N Anahtar
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Department of Pathology, Massachusetts General Hospital, Boston, MA 02114, USA
| | - Olivia M Waring
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
| | - Alicja Piechocka-Trocha
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Michael Waring
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA
| | - Daniel P Worrall
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | | | - Ruchi M Newman
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Karen A Power
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - Todd M Allen
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA
| | - James Chodosh
- Department of Ophthalmology, Massachusetts Eye and Ear, Boston, MA 02114, USA
| | - Bruce D Walker
- Ragon Institute of MGH, MIT and Harvard, Cambridge, MA 02139, USA. .,The Broad Institute of MIT and Harvard, Cambridge, MA 02142, USA.,Howard Hughes Medical Institute, Chevy Chase, MD 20815, USA.,Institute for Medical Engineering and Science, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
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