PO.TB10.04 · 肿瘤生物学
Longitudinal and spatial heterogeneity of intra-tumoral TCR repertoires during immunotherapy in metastatic cancers
作者与单位
摘要 Abstract
Introduction: Spatial and temporal heterogeneity and evolution of the T cell receptor (TCR) landscape may influence immunotherapy outcomes. Studying TCR repertoires and their antigen specificities, together with T cell dynamics, could provide important insights into the quality of anti-tumor immune responses and their impact on cancer immunotherapy effectiveness.
Methods: We performed serial and multi-region sampling at critical timepoints (n=52 samples) during the clinical course of 7 patients with metastatic lung and head and neck cancer, who received immunotherapy-containing regimens. To study the TCR repertoire, we performed bulk TCR sequencing of TCR-beta CDR3 regions and recovered 69,135 unique productive clones (ImmunoSeq assay, Adaptive Biotechnologies). To determine differential responses to immunotherapy across tumor sites and patients, we evaluated TCR repertoire similarity using Morisita's overlap index (MI) based on clonotype frequency and identity. Next, we clustered TCR clones of similar antigen specificities using GIANA (15,476 clusters) and performed differential T cell abundance analyses at the clone- and cluster-level to assess T cell dynamics. Statistically significant TCR expansions and regressions were determined using Fisher's exact test (p≤0.05). We used the VDJDB and CEDAR databases to de-orphanize 2,019 TCR clusters, mapping to TCRs with known antigen specificities.
Results: We found significant TCR repertoire heterogeneity between patients (MI between patients ≈ 0), suggesting private TCR landscapes at a patient level. In individual patients, a higher heterogeneity was noted between primary and metastatic sites (MI baseline-metastatic = 0.01 - 0.34) while TCR repertoires of metastatic sites from proximal anatomic locations shared similarities (MI proximal metastasis = 0.47 - 0.96). Despite the largely private expanded clusters and clones in each patient, similar dynamics were observed in regressing compared to progressing tumors in the context of immunotherapy, while at the autopsy sites, significantly expanded clusters dominated their respective TCR repertoires (14-28% abundance). TCR sequences recognizing viral antigen epitopes, such as GLCTLVAML (EBV), KLGGALQAK (CMV) and RAKFKQLL (EBV) were identified across patients and were part of the significantly expanded clusters in progressing metastatic sites. Several significantly expanding TCR clusters (FDR p≤0.05) were detected; while these had unmapped antigen specificity, they could recognize tumor antigens and mutation-associated neoantigens relevant for mounting anti-tumor immune responses.
Conclusions: Spatial and temporal TCR repertoire analyses provided a better understanding of the patients' immune landscape during therapy and offered insights that can be used to further dissect the heterogeneity of adaptive immune responses in the context of immunotherapy.
利益披露 Disclosure
A. Zoitou, None..
S. Velculescu, None..
G. Pereira, None..
A. Balan, None..
M. Najjar, None..
A. Jamali, None.
J. R. White,
Resphera Biosciences Other Business Ownership, Founder.
R. Karchin, None..
N. Niknafs, None.
H. Kang,
Eli-Lilly ).
Remix Therapeutics ).
Merus ).
NeoImmuneTech ).
PDS Biotechnology ).
PIN therapeutics Other, Consultant.
Coherus Other, Consultant.
MitoImmune Other, Data safety monitoring board member.
HLB Group Advisory board member.
P. M. Forde,
AstraZeneca ), Other, Consultant/advisory role.
Bristol Myers Squibb ), Other, Consultant/advisory role.
Novartis ), Other, Consultant/advisory role.
Regeneron ), Other, Consultant/advisory role.
Kyowa ).
BioNTech ), Other, Consultant/advisory role.
AbbVie Other, Consultant/advisory role.
Amgen Other, Consultant/advisory role.
Ascendis Other, Consultant/advisory role.
ChromaCode Other, Consultant/advisory role.
Daiichi Sankyo Other, Consultant/advisory role.
F-Star Other, Consultant/advisory role.
Genelux Other, Consultant/advisory role.
Gilead Other, Consultant/advisory role.
iTeos Other, Consultant/advisory role.
Novocure Other, Consultant/advisory role.
Tavotek Other, Consultant/advisory role.
Teva Consultant/advisory role.
Genentech Other, Consultant/advisory role.
Sanofi, Surface, Janssen, G1, Merck, Polaris, Flame Other, Consultant/advisory role, DSMB member.
C. L. Hann,
AbbVie ), Other, Consultant.
Amgen ), Other, Consultant.
AstraZeneca ), Other, Consultant, scientific advisory board.
Daiichi Sankyo ), Other, Scientific advisory board.
J. E. Hooper, None.
J. R. Brahmer,
AstraZeneca ), Other, Consultant/advisory role.
Bristol Myers Squibb ).
RAPT Therapeutics Other, Consultant/advisory role.
Mestag Other, Consultant/advisory role.
GlaxoSmithKline Other, Consultant/advisory role.
Amgen Other, Consultant/advisory role.
Sanofi Aventis Other, Consultant/advisory role.
Summit Therapeutics Other, Consultant/advisory role.
Genentech Other, Consultant/advisory role.
Beyer Other, Consultant/advisory role.
Genmab Other, Data Safety and Monitoring Board.
V. Anagnostou,
Astra Zeneca ), Other, Advisory board member.
Bristol-Myers Squibb ).
Personal Genome Diagnostics/Labcorp ).
Delfi Diagnostics ).
Neogenomics Advisory board member.
Foundation Medicine Other, Honoraria.
Personal Genome Diagnostics Other, Honoraria.
Roche Other, Honoraria.
ThermoFisher Other, Honoraria.
Guardant Health Other, Honoraria.