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. 2022 Sep 16;33(12):1333–1335. doi: 10.1016/j.annonc.2022.09.153

T cell receptor sequencing reveals reduced clonal breadth of T-cell responses against SARS-CoV-2 after natural infection and vaccination in allogeneic hematopoietic stem cell transplant recipients

A Pradier 1,2,, AC Mamez 1,, C Stephan 1, F Giannotti 1, S Masouridi-Levrat 1, S Wang 2, S Morin 1, D Neofytos 3, DL Vu 3, A Melotti 2, I Arm 4, CS Eberhardt 5, J Tamburini 2, L Kaiser 3,4,6, Y Chalandon 1,2, F Simonetta 1,2
PMCID: PMC9477612  PMID: 36116692

Allogeneic hematopoietic stem cell transplantation (HSCT) recipients have a higher risk of developing severe coronavirus disease (COVID-19) and a higher mortality rate compared with the general population (Ljungman et al.1) potentially also as a consequence of their reduced ability to respond to vaccination (Mamez et al.2; Redjoul et al.3; Einarsdottir et al.4). To evaluate the magnitude and breadth of T-cell responses against SARS-CoV-2 in allogeneic HSCT recipients, we carried out high-throughput T cell receptor (TCR) repertoire profiling on cells recovered from allogeneic HSCT recipients or healthy controls (HC) after COVID-19 natural infection or messenger RNA (mRNA)-based vaccination.

Peripheral blood samples were obtained after COVID-19 infection from allogeneic HSCT recipients (n = 11; Supplementary Tables S1 and S2, available at https://doi.org/10.1016/j.annonc.2022.09.153) or HC (n = 10; Supplementary Material, available at https://doi.org/10.1016/j.annonc.2022.09.153). A total of 6 out of 11 patients were under immunosuppression for active (n = 3) or resolved (n = 3) graft-versus-host disease. T-cell receptor (TCR) beta sequencing (Supplementary Material, available at https://doi.org/10.1016/j.annonc.2022.09.153) identified SARS-CoV-2 specific T-cell clonotypes in both HC and HSCT recipients after COVID-19 infection (Figure 1 A). No difference was observed in the proportion of T cells specific for SARS-CoV-2 between HSCT recipients and HC (data not shown). The diversity of the SARS-CoV-2-specific T-cell clonotypes, a measure previously shown to be inversely associated with severity of the disease (Elyanow et al.5), however, was significantly reduced in HSCT recipients compared with HC (Figure 1B). Enzyme-Linked ImmunoSpot (ELISpot) assay (Supplementary Material, available at https://doi.org/10.1016/j.annonc.2022.09.153) showed significantly lower numbers of interferon- γ (IFN-γ) spot forming units (SFU) after stimulation of PBMCs from HSCT recipients with peptides from both the SARS-CoV-2 spike (S) protein (Figure 1B, upper panel) and the membrane glycoprotein (M) plus the nucleocapsid phosphoprotein (N) proteins (data not shown) compared with HC. A significant positive correlation between SARS-CoV-2-specific T-cell clonotypes and IFN-γ SFU was observed (Figure 1B, upper panel). Conversely, we detected no significant difference in anti-S immunoglobulin G (IgG) titers and no correlation between antibody titers and different clonotypes (Figure 1B, middle panel). HSCT recipients displayed a less diverse TCR repertoire compared with HC as revealed by higher Simpson clonality and the Simpson clonality negatively correlated with the number of different SARS-CoV-2-specific T-cell clonotypes (Figure 1B, lower panel).

Figure 1.

Figure 1

Reduced SARS-CoV2-specific T-cell clonotypes after COVID-19 infection and vaccination in allogeneic HSCT recipients. (A, C) SARS-CoV-2-specific T-cell clonotypes visualized based on the putative sequence of the SARS-CoV-2 genome recognized. (B, D) Scatter plots and marginal bar plots correlating and comparing the number of different SARS-CoV-2-specific T-cell clonotypes/1000 T cells, the anti-S IFN-γ SFU, the anti-S IgG titers and the Simpson clonality index in HC and HSCT. Differences between groups were assessed using the Mann–Whitney U test. Correlations were evaluated using a Spearman rank correlation coefficient test.

GP, glycoprotein; HC, healthy controls; HSCT, hematopoietic stem cell transplantation; IFN, interferon; IgG, immunoglobulin G; NTD, N-terminal domain; PP, phosphoprotein; RBD, receptor binding domain; SFU, spot forming units.

We next carried out the same analysis on samples recovered from allogeneic HSCT recipients (n = 11; Supplementary Tables S1 and S2, available at https://doi.org/10.1016/j.annonc.2022.09.153) or from healthy controls (n = 10) after vaccination with three doses of mRNA-based SARS-CoV-2 vaccines (Supplementary Material, available at https://doi.org/10.1016/j.annonc.2022.09.153). We observed a significant reduction in different S-protein-specific T-cell clonotypes in allogeneic HSCT recipients compared with HC (Figure 1C and D). ELISpot analysis revealed significantly lower numbers of IFN-γ SFU in HSCT recipients compared with HC and a slightly significant positive correlation between the ELISpot and the TCR-seq results (Figure 1D, upper panel). We observed slightly reduced anti-S titers in HSCT recipients compared with HC and a trend toward a positive correlation between S-specific clonotypes and anti-S titers (Figure 1D, middle panels). We detected a negative correlation between the Simpson clonality and the number of different S-protein-specific T-cell clonotypes after vaccination (Figure 1D).

Our results indicate that allogeneic HSCT recipients display reduced breadth of SARS-CoV-2-specific T-cell clonotypes after COVID-19 infection and vaccination. No clear correlation was detected between TCR clonal breadth and anti-S IgG titers. The clonal breadth defect was associated with increased T-cell clonality after HSCT, pointing to the reduced diversity of the TCR repertoire as a mechanism leading to impaired cellular responses against SARS-CoV-2 in HSCT recipients.

Acknowledgments

Funding

This work was supported by the Dubois-Ferrière-Dinu-Lipatti Foundation (no grant number) to ACM, the Geneva University Hospitals’ Private Foundation (no grant number) to ACM, the Geneva University Hospitals' Clinical Research Center [grant number PRD 13-21-I] to ACM, the Choose Life Foundation (no grant number) to YC and FS, the Fondation Gustave & Simone Prévot (no grant number) to FS and the Geneva Cancer League [grant number LGC 20 11] to FS.

Disclosure

The authors have declared no conflicts of interest.

Supplementary Material

Supplementary Material
mmc1.docx (16.8KB, docx)
Supplementary Table S1
mmc2.xlsx (10.5KB, xlsx)
Supplementary Table S2
mmc3.xlsx (11.4KB, xlsx)

References

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Associated Data

This section collects any data citations, data availability statements, or supplementary materials included in this article.

Supplementary Materials

Supplementary Material
mmc1.docx (16.8KB, docx)
Supplementary Table S1
mmc2.xlsx (10.5KB, xlsx)
Supplementary Table S2
mmc3.xlsx (11.4KB, xlsx)

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