Type: Oral
Session: 722. Allogeneic Transplantation: Acute and Chronic GVHD and Immune Reconstitution: Predicting and Treating Acute and Chronic GVHD
Hematology Disease Topics & Pathways:
Research, Acute Myeloid Malignancies, Adult, Translational Research, Adverse Events, Computational biology, Myeloid Malignancies, Technology and Procedures, Study Population, Human
Methods: We devised a computational algorithm to quantify the extent of cross-reactivity across the patient-specific mHAg landscape, inferred from analysis of WES of allo-HCT D-R pairs. Complete viral proteomes for ADV, CMV and EBV were retrieved from UniProt (available strains/virus: 51, 14 and 6, respectively) to create in silico all possible 8-11mers (n=1,108,265) that were then subjected to HLA class I epitope prediction, resulting in a catalog of 184,889 viral epitopes across 105 HLA class I alleles. Predicted mHAgs from WES analysis of 220 HLA-matched D-R pairs were filtered for expression in GI-resident non-hematopoietic cells, as identified by single cell RNA-Seq datasets of GI tissue from healthy and post-transplant individuals. Homology with predicted viral epitopes was defined by either: (i) sliding window, wherein the mHAg and viral antigen were required to share ≥6 consecutive amino acids; or (ii) skipping window, wherein the Levenshtein distance between the mHAg and viral antigen was ≤2 amino acids, irrespective of their position within the epitope sequence. Predicted mHAgs were considered cross-reactive only if displaying sequence homology with viral epitopes presented on the same HLA restriction.
Results: Across the 220 HLA-matched allo-HCT D-R pairs analyzed (for recipients with AML/MDS), the median number of cross-reactive GI-specific mHAgs was 37 (range: 13 – 87). Patients who developed severe GI aGvHD (grade III-IV, n=11) had a higher load of cross-reactive GI-specific mHAgs than patients who did not (P = 0.038). We considered the impact of diagnosis, prognostic risk score, status at transplant, conditioning regimen, graft source, donor age, and CMV status against median cross-reactive mHAg load on risk for GI aGvHD. Across these patients, only cross-reactive mHAg load > median was associated with increased risk of developing severe GI acute GvHD (HR = 4.96, 95% CI: 1.13 – 19.44, P = 0.03). To functionally verify cross-reactivity, we focused on the GI-specific mHAg repertoire of 2 patients in our cohort who experienced severe GI aGvHD and shared the common HLA-A*03:01, B*07:02 and C*07:02 haplotype. We first challenged T cells from healthy donors with the same haplotype with synthetic peptides corresponding to predicted viral epitopes. After 2 rounds of stimulation, T cells were screened for antigen specificity by dextramer staining. Of the 21 peptides tested, 4 (1 HLA-B*07:02, 3 HLA-C*07:02; 2 ADV- and 2 EBV-derived epitopes) elicited viral-specific responses. T cells were then co-cultured with autologous antigen-presenting cells pulsed with the viral epitopes or cross-reactive mHAgs, and T cell activation was assessed by CD137 upregulation. For all 4 viral epitopes, viral-specific T cells upregulated CD137 also in response to the cross-reactive GI-specific mHAgs, thereby suggesting their potential for cross-reactivity.
Conclusion: Overall, our findings indicate cross-reactivity against gut-tropic viruses as a key contributor to GI aGvHD pathophysiology. Molecular characterization of D-R pairs to quantify cross-reactivity provides a promising tool for pre-transplant prognostication and could facilitate the design of personalized post-HCT treatments to minimize this highly morbid condition.
Disclosures: Ho: Omeros: Research Funding; CareDx: Research Funding; Jazz: Research Funding; Alexion: Consultancy; Allovir: Consultancy. Lane: Thermo Fisher Scientific: Membership on an entity's Board of Directors or advisory committees, Patents & Royalties; One Lambda: Membership on an entity's Board of Directors or advisory committees; CareDx: Membership on an entity's Board of Directors or advisory committees. Neuberg: Madrigal Pharmaceutical: Current equity holder in publicly-traded company. Getz: PreDICTA Biosciences: Consultancy, Current equity holder in private company, Other: Founder; IBM, Pharmacyclics/Abbvie, Bayer, Genentech, Calico, and Ultima Genomics: Research Funding; Broad Institute: Patents & Royalties: MSMuTect, MSMutSig, POLYSOLVER, SignatureAnalyzer-GPU, MSEye, and MinimuMM-seq; Scorpion Therapeutics: Consultancy, Current equity holder in private company, Other: Founder. Ritz: Oncternal: Research Funding; Oncternal: Research Funding; Novartis: Research Funding; Kite/Gilead: Research Funding; Clade Therapeutics: Membership on an entity's Board of Directors or advisory committees; Garuda Therapeutics: Membership on an entity's Board of Directors or advisory committees; LifeVault Bio: Membership on an entity's Board of Directors or advisory committees; Smart Immune: Membership on an entity's Board of Directors or advisory committees; TriArm Bio: Membership on an entity's Board of Directors or advisory committees. Soiffer: Amgen: Consultancy; Vor Biopharma: Consultancy; Neovii: Consultancy; Jasper: Consultancy; Smart Immune: Consultancy; Bristol Myers Squibb: Membership on an entity's Board of Directors or advisory committees; Astellas: Consultancy. Wu: Repertoire: Membership on an entity's Board of Directors or advisory committees; Aethon Therapeutics: Membership on an entity's Board of Directors or advisory committees; Adventris: Membership on an entity's Board of Directors or advisory committees; Pharmacyclics: Research Funding; BioNtech, Inc: Current equity holder in publicly-traded company.
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