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Longitudinal therapy monitoring of ALK-positive lung cancer by combined copy number and targeted mutation profiling of cell-free DNA

Steffen Dietz, Petros Christopoulos, Zhao Kang Yuan, Arlou Kristina Angeles, Lisa Gu, Anna‐Lena Volckmar et al. · 2020 · 48 citationsRead the paper

Background Targeted therapies (TKI) have improved the prognosis of ALK -rearranged lung cancer (ALK + NSCLC), but clinical courses vary widely. Early identification and molecular characterisation of treatment failure have key importance for subsequent therapies. We performed copy number variation (CNV) profiling and targeted panel sequencing from cell-free DNA (cfDNA) to monitor ALK + NSCLC. Methods 271 longitudinal plasma DNA samples from 73 patients with TKI-treated metastatic ALK + NSCLC were analysed by capture-based targeted (average coverage 4,100x), and shallow whole genome sequencing (sWGS, 0.5x). Mutations were called using standard algorithms. CNVs were quantified using the trimmed median absolute deviation from copy number neutrality (t-MAD). Findings cfDNA mutations were identified in 58% of patients. They included several potentially actionable alterations, e.g. in the genes BRAF, ERBB2 , and KIT . sWGS detected CNVs in 18% of samples, compared to 6% using targeted sequencing. Several of the CNVs included potentially druggable targets, such as regions harboring EGFR, ERBB2 , and MET . Circulating tumour DNA (ctDNA) mutations and t-MAD scores increased during treatment, correlated with markers of higher molecular risk, such as the EML4-ALK variant 3 and/or TP53 mutations, and were associated with shorter patient survival. Importantly, t-MAD scores reflected the tumour remission status in serial samples similar to mutant ctDNA allele frequencies, and increased with disease progression in 79% (34/43) of cases, including those without detectable single nucleotide variant (SNV). Interpretation Combined copy number and targeted mutation profiling could improve monitoring of ALK + NSCLC. Potential advantages include the identification of treatment failure, in particular for patients without detectable mutations, and broader detection of genomic changes acquired during therapy, especially in later treatment lines and in high-risk patients. Funding This work was supported by the German Center for Lung Research (DZL), by the German Cancer Consortium (DKTK), by the Heidelberg Center for Personalized Oncology at the German Cancer Research Center (DKFZ-HIPO), and by Roche Sequencing Solutions (Pleasanton, CA, USA).

What the full text shows

Working prototype
  • sWGS detected copy number variations (CNVs) in a significantly higher proportion of samples than targeted sequencing. — 18% of samples vs. 6% using targeted sequencing (cfDNA from TKI-treated metastatic ALK+ NSCLC patients)
  • t-MAD scores increased during disease progression in a majority of cases, including those without detectable single nucleotide variants (SNVs). — 79% (34/43) of cases (Longitudinal monitoring of systemic radiologic disease progression)
  • Detectable ctDNA via targeted NGS is associated with significantly shorter overall survival. — 14 months median OS vs. 40 months (HR = 2.7) (Patients under therapy)
  • Higher t-MAD scores are associated with significantly shorter overall survival. — 25 months median OS vs. 33 months (HR = 1.4) (Patients under therapy)
  • t-MAD scores are significantly higher in patients with specific molecular risk factors. — p < 0.05 for EML4-ALK V3; p < 0.001 for TP53 mutations (Compared to V1/V2 variants and TP53 wildtype)
  • Targeted NGS identified molecular alterations in a majority of patients. — 57.5% of patients (42/73) (TKI-treated metastatic ALK+ NSCLC)
Setup
271 longitudinal plasma DNA samples from 73 patients with metastatic ALK+ NSCLC and 16 healthy donors.
How
The study combined capture-based targeted NGS (average 4,100x coverage) and shallow whole genome sequencing (sWGS, 0.5x) of cell-free DNA. CNVs were quantified using the trimmed median absolute deviation (t-MAD) from copy number neutrality.
Limitations
t-MAD scores are lower and potentially less useful in earlier treatment lines. · Some clinically relevant disease progressions are not accompanied by increased t-MAD scores. · t-MAD score changes at progression can overlap with fluctuations during other time-points. · Sensitivity for detecting ALK fusions is ~10x lower than for SNVs.

Summarized by Gemma 4 from the open-access full text · 8 Oct 2026. Read it