Serial ultra‐deep sequencing of circulating tumor DNA reveals the clonal evolution in non‐small cell lung cancer patients treated with anti‐PD1 immunotherapy
Li Li, Yubo Wang, Weiwei Shi, Mengxiao Zhu, Zhulin Liu, Nuo Luo et al. · 2019 · 61 citationsRead the paper
BACKGROUND: Immune-therapy with anti-PD1 inhibitors, such as pembrolizumab, is revolutionizing the treatment of non-small cell lung cancers (NSCLC). However, identifying patients for the potential therapeutic response and predicting therapy resistance and early relapse remains a challenge. METHODS: Between 2016 and 2018, 60 patients were treated with pembrolizumab, among who 12 NSCLC patients had both baseline (before treatment) and serial (on treatment) periodical circulating tumor DNA (ctDNA) samples. Those samples were sequenced on a 329 pan cancer-related gene panel. Analyses of tumor burden, blood tumor mutational burden (bTMB), maximum somatic allele frequency (MSAF), and tumor clonal structure were performed in association with clinical response. Candidate resistance mutations involved in relapse and metastases were further investigated. RESULTS: ctDNA was detected and mutational profiling was performed for each patient. Those with a high baseline bTMB level showed significantly improved progression-free survival (PFS) after pembrolizumab treatment. Tumor burden and therapeutic response significantly correlated with the MSAF instead of the bTMB. Clone analysis detected tumor progression about 2-4 months ahead of computed tomography (CT) scan. One mutation in gene PTCH1 (Protein patched homolog 1) and two acquired anti-PD1 candidate resistance mutations of gene B2M (β2 microglobulin) were identified in association with distant metastasis. The evolutionary tree of a representative patient was also described. CONCLUSION: This pilot study showed that MSAF could be another good indicator of therapeutic response, and clonal analysis could be clinically useful in monitoring clonal dynamics and detecting remote metastasis and early relapse.
What the full text shows
Working prototype- Clonal analysis of ctDNA detected tumor progression ahead of CT scans. — 2-4 months (5 patients with at least three time points of ctDNA samples)
- Maximum somatic allele frequency (MSAF) significantly correlated with therapeutic response and tumor burden. — P-value = .00044 for response; Spearman correlation = 0.37 (P = .033) for tumor burden (44 plasma samples from 12 NSCLC patients)
- High baseline blood tumor mutational burden (bTMB) predicted improved progression-free survival (PFS). — bTMB > 21/MB (median) (12 NSCLC patients treated with pembrolizumab)
- Specific mutations in PTCH1 and B2M were associated with distant metastasis and immunotherapy resistance. — 1 PTCH1 mutation (p.Thr678Ile), 2 B2M mutations (p.Asn41fs, p.Lys114_Asp116delinsAsn) (Identified in patients 1 and 8)
- Setup
- 12 NSCLC patients (Stage III/IV) treated with pembrolizumab; 44 total ctDNA samples sequenced at ~3000x coverage.
- How
- Serial ultra-deep sequencing of ctDNA using a 329 pan-cancer gene panel and whole-exome sequencing of white blood cells for germline filtering. Clonal deconvolution was performed using PyClone to track mutation frequencies over time.
- Limitations
- Small pilot cohort size (12 patients) · Real-world study with varying treatment combinations (monotherapy vs. chemotherapy) · Causal link between identified mutations (e.g., PTCH1) and resistance not fully proven
Summarized by Gemma 4 from the open-access full text · 7 Oct 2026. Read it