Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy

Abstract Tumor genomic profiling is often limited to one or two timepoints due to the invasiveness of tissue biopsies, but longitudinal profiling may provide deeper clinical insights. Using ctDNA data from IMpower150 study, we examined genetic changes in metastatic non-squamous NSCLC post-first-line...

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Main Authors: Haolun Ding, Min Yuan, Yaning Yang, Xu Steven Xu
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:npj Precision Oncology
Online Access:https://doi.org/10.1038/s41698-024-00797-2
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author Haolun Ding
Min Yuan
Yaning Yang
Xu Steven Xu
author_facet Haolun Ding
Min Yuan
Yaning Yang
Xu Steven Xu
author_sort Haolun Ding
collection DOAJ
description Abstract Tumor genomic profiling is often limited to one or two timepoints due to the invasiveness of tissue biopsies, but longitudinal profiling may provide deeper clinical insights. Using ctDNA data from IMpower150 study, we examined genetic changes in metastatic non-squamous NSCLC post-first-line immunotherapy. Mutations were most frequently detected in TP53, KRAS, SPTA1, FAT3, and LRP1B at baseline and during treatment. Mutation levels rose prior to radiographic progression in most progressing patients, with specific mutations (SPTA1, STK11, KEAP1, SMARCA4, TBX3, CDH2, and MLL3) significantly enriched in those with progression or nondurable response. However, ctDNA’s role in detecting hyperprogression and pseudoprogression remains uncertain. STK11, SMARCA4, KRAS, SLT2, and KEAP1 mutations showed the strongest correlation with poorer overall survival, while SMARCA4, STK11, SPTA1, TBX3, and KEAP1 mutations correlated with shorter progression-free survival. Overall, longitudinal liquid biopsy profiling provided valuable insights into lung cancer biology post-immunotherapy, potentially guiding personalized therapies and future drug development.
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spelling doaj-art-12c04849db9349828da1a623c13db78f2025-01-12T12:06:22ZengNature Portfolionpj Precision Oncology2397-768X2025-01-01911810.1038/s41698-024-00797-2Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapyHaolun Ding0Min Yuan1Yaning Yang2Xu Steven Xu3Department of Statistics and Finance, School of Management, University of Science and Technology of ChinaDepartment of Health Data Science, Anhui Medical UniversityDepartment of Statistics and Finance, School of Management, University of Science and Technology of ChinaClinical Pharmacology and Quantitative Science, Genmab IncAbstract Tumor genomic profiling is often limited to one or two timepoints due to the invasiveness of tissue biopsies, but longitudinal profiling may provide deeper clinical insights. Using ctDNA data from IMpower150 study, we examined genetic changes in metastatic non-squamous NSCLC post-first-line immunotherapy. Mutations were most frequently detected in TP53, KRAS, SPTA1, FAT3, and LRP1B at baseline and during treatment. Mutation levels rose prior to radiographic progression in most progressing patients, with specific mutations (SPTA1, STK11, KEAP1, SMARCA4, TBX3, CDH2, and MLL3) significantly enriched in those with progression or nondurable response. However, ctDNA’s role in detecting hyperprogression and pseudoprogression remains uncertain. STK11, SMARCA4, KRAS, SLT2, and KEAP1 mutations showed the strongest correlation with poorer overall survival, while SMARCA4, STK11, SPTA1, TBX3, and KEAP1 mutations correlated with shorter progression-free survival. Overall, longitudinal liquid biopsy profiling provided valuable insights into lung cancer biology post-immunotherapy, potentially guiding personalized therapies and future drug development.https://doi.org/10.1038/s41698-024-00797-2
spellingShingle Haolun Ding
Min Yuan
Yaning Yang
Xu Steven Xu
Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy
npj Precision Oncology
title Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy
title_full Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy
title_fullStr Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy
title_full_unstemmed Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy
title_short Longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous NSCLC following first line immunotherapy
title_sort longitudinal genomic profiling using liquid biopsies in metastatic nonsquamous nsclc following first line immunotherapy
url https://doi.org/10.1038/s41698-024-00797-2
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AT minyuan longitudinalgenomicprofilingusingliquidbiopsiesinmetastaticnonsquamousnsclcfollowingfirstlineimmunotherapy
AT yaningyang longitudinalgenomicprofilingusingliquidbiopsiesinmetastaticnonsquamousnsclcfollowingfirstlineimmunotherapy
AT xustevenxu longitudinalgenomicprofilingusingliquidbiopsiesinmetastaticnonsquamousnsclcfollowingfirstlineimmunotherapy