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Back Matter

T cell receptor repertoire as a prognosis marker for heat shock protein peptide complex-96 vaccine trial against newly diagnosed glioblastoma

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Article: 1749476 | Received 01 Nov 2019, Accepted 11 Mar 2020, Published online: 12 Apr 2020

Figures & data

Figure 1. Updated survival analysis of patients with newly diagnosed GBM receiving HSPPC-96 vaccination. (a and b) Kaplan-Meier estimates of (a) progression-free survival and (b) overall survival in patients receiving HSPPC-96 vaccination in treating newly diagnosed GBM. (c and d) Based on the tumor-specific immune response (TSIR) after vaccination, patients were divided into a high TSIR after vaccination (post-vac) group (TSIR post-vac ≥ median) and a low TSIR after vaccination group (TSIR post-vac <median). Kaplan-Meier estimates of (c) progression-free survival and (d) overall survival in vaccinated GBM patients, stratified as high and low TSIR post-vac groups. Log-rank test was applied to estimate the difference. Vertical lines indicate censored time points. Dotted lines denote the 95% confidence interval

Figure 1. Updated survival analysis of patients with newly diagnosed GBM receiving HSPPC-96 vaccination. (a and b) Kaplan-Meier estimates of (a) progression-free survival and (b) overall survival in patients receiving HSPPC-96 vaccination in treating newly diagnosed GBM. (c and d) Based on the tumor-specific immune response (TSIR) after vaccination, patients were divided into a high TSIR after vaccination (post-vac) group (TSIR post-vac ≥ median) and a low TSIR after vaccination group (TSIR post-vac <median). Kaplan-Meier estimates of (c) progression-free survival and (d) overall survival in vaccinated GBM patients, stratified as high and low TSIR post-vac groups. Log-rank test was applied to estimate the difference. Vertical lines indicate censored time points. Dotted lines denote the 95% confidence interval

Table 1. Characteristics of 16 patients with TCR-seq information

Figure 2. Long-term survivors exhibit lower TCR repertoire diversity with enhanced inter-patient similarity. TCR repertoire diversity was evaluated by Shannon entropy index of CDR3 in TCR-β. (a) Pearson correlation of CDR3 diversity with overall survival in 16 vaccinated patients with available tumor tissue for TCR-β sequencing; (b) Comparison of CDR3 diversity between long-term survivors (LTS, ≥3-y overall survival) and short-term survivors (STS, <3-y overall survival), Wilcoxon nonparametric test; (c) Receiver Operating Characteristic (ROC) curve analysis for evaluating the ability of CDR3 diversity to distinguish between LTS and STS; (d) Comparison of inter-patient similarity (evaluated by Jaccard index) in different top percent portions of TCR clonotype abundance between LTS and STS. Wilcoxon nonparametric test. *P < .05; **P < .01; ***P < .001, ****P < .0001

Figure 2. Long-term survivors exhibit lower TCR repertoire diversity with enhanced inter-patient similarity. TCR repertoire diversity was evaluated by Shannon entropy index of CDR3 in TCR-β. (a) Pearson correlation of CDR3 diversity with overall survival in 16 vaccinated patients with available tumor tissue for TCR-β sequencing; (b) Comparison of CDR3 diversity between long-term survivors (LTS, ≥3-y overall survival) and short-term survivors (STS, <3-y overall survival), Wilcoxon nonparametric test; (c) Receiver Operating Characteristic (ROC) curve analysis for evaluating the ability of CDR3 diversity to distinguish between LTS and STS; (d) Comparison of inter-patient similarity (evaluated by Jaccard index) in different top percent portions of TCR clonotype abundance between LTS and STS. Wilcoxon nonparametric test. *P < .05; **P < .01; ***P < .001, ****P < .0001

Figure 3. TCR clonotypes specific for long-term survivors. (a-d) CDR3-1 through CDR3-4 represents a higher abundance in LTS compared with STS. (e) Heat map showing the distribution of TSIR-related variables, common genetic features of gliomas, and CDR3 presence between LTS and STS. Variables with significantly higher prevalence in LTS than STS are in red. TSIR-related variables: TSIR_Abs. Increase, absolute TSIR increase from pre-to post-vaccination; TSIR_Ratio, ratio of post- to pre-vaccination TSIR; TSIR_pre-Vac, pre-vaccination TSIR; TSIR_post-Vac, post-vaccination TSIR. Red cells represent “≥ median level” and white cells indicate “< median level.” Genetic features: MGMT, O6-methylguanine-DNA methyltransferase promoter methylation; IDH, Isocitrate dehydrogenase mutations; TERT, Telomerase Reverse Transcriptase promoter mutations. Red cells represent “mutated” or “methylated” and white cells indicate “wild-type” or “un-methylated.” CDR3 s: red cells represent “presence” and white cells indicate “absence.” Categorical data were compared using Fisher’s exact test. Continuous data were compared using Wilcoxon nonparametric test

Figure 3. TCR clonotypes specific for long-term survivors. (a-d) CDR3-1 through CDR3-4 represents a higher abundance in LTS compared with STS. (e) Heat map showing the distribution of TSIR-related variables, common genetic features of gliomas, and CDR3 presence between LTS and STS. Variables with significantly higher prevalence in LTS than STS are in red. TSIR-related variables: TSIR_Abs. Increase, absolute TSIR increase from pre-to post-vaccination; TSIR_Ratio, ratio of post- to pre-vaccination TSIR; TSIR_pre-Vac, pre-vaccination TSIR; TSIR_post-Vac, post-vaccination TSIR. Red cells represent “≥ median level” and white cells indicate “< median level.” Genetic features: MGMT, O6-methylguanine-DNA methyltransferase promoter methylation; IDH, Isocitrate dehydrogenase mutations; TERT, Telomerase Reverse Transcriptase promoter mutations. Red cells represent “mutated” or “methylated” and white cells indicate “wild-type” or “un-methylated.” CDR3 s: red cells represent “presence” and white cells indicate “absence.” Categorical data were compared using Fisher’s exact test. Continuous data were compared using Wilcoxon nonparametric test

Figure 4. LTS-specific TCR clones predict durable survival. Kaplan-Meier estimates of overall survival in HSPPC-96 vaccinated GBM patients, grouped by the presence or absence of CDR3-1 (a), CDR3-2 (b), CDR3-3 (c), and CDR3-4 (d). Log-rank tests were applied to estimate differences. Vertical lines indicate censored time points

Figure 4. LTS-specific TCR clones predict durable survival. Kaplan-Meier estimates of overall survival in HSPPC-96 vaccinated GBM patients, grouped by the presence or absence of CDR3-1 (a), CDR3-2 (b), CDR3-3 (c), and CDR3-4 (d). Log-rank tests were applied to estimate differences. Vertical lines indicate censored time points
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