Genomic Profiling of Bronchoalveolar Lavage Fluid in Lung Cancer.


Journal

Cancer research
ISSN: 1538-7445
Titre abrégé: Cancer Res
Pays: United States
ID NLM: 2984705R

Informations de publication

Date de publication:
16 08 2022
Historique:
received: 07 03 2022
revised: 24 05 2022
accepted: 14 06 2022
pubmed: 25 6 2022
medline: 18 8 2022
entrez: 24 6 2022
Statut: ppublish

Résumé

Genomic profiling of bronchoalveolar lavage (BAL) samples may be useful for tumor profiling and diagnosis in the clinic. Here, we compared tumor-derived mutations detected in BAL samples from subjects with non-small cell lung cancer (NSCLC) to those detected in matched plasma samples. Cancer Personalized Profiling by Deep Sequencing (CAPP-Seq) was used to genotype DNA purified from BAL, plasma, and tumor samples from patients with NSCLC. The characteristics of cell-free DNA (cfDNA) isolated from BAL fluid were first characterized to optimize the technical approach. Somatic mutations identified in tumor were then compared with those identified in BAL and plasma, and the potential of BAL cfDNA analysis to distinguish lung cancer patients from risk-matched controls was explored. In total, 200 biofluid and tumor samples from 38 cases and 21 controls undergoing BAL for lung cancer evaluation were profiled. More tumor variants were identified in BAL cfDNA than plasma cfDNA in all stages (P < 0.001) and in stage I to II disease only. Four of 21 controls harbored low levels of cancer-associated driver mutations in BAL cfDNA [mean variant allele frequency (VAF) = 0.5%], suggesting the presence of somatic mutations in nonmalignant airway cells. Finally, using a Random Forest model with leave-one-out cross-validation, an exploratory BAL genomic classifier identified lung cancer with 69% sensitivity and 100% specificity in this cohort and detected more cancers than BAL cytology. Detecting tumor-derived mutations by targeted sequencing of BAL cfDNA is technically feasible and appears to be more sensitive than plasma profiling. Further studies are required to define optimal diagnostic applications and clinical utility. Hybrid-capture, targeted deep sequencing of lung cancer mutational burden in cell-free BAL fluid identifies more tumor-derived mutations with increased allele frequencies compared with plasma cell-free DNA. See related commentary by Rolfo et al., p. 2826.

Identifiants

pubmed: 35748739
pii: 705060
doi: 10.1158/0008-5472.CAN-22-0554
pmc: PMC9379362
mid: NIHMS1819951
doi:

Substances chimiques

Biomarkers, Tumor 0
Cell-Free Nucleic Acids 0
DNA, Neoplasm 0

Types de publication

Journal Article Research Support, Non-U.S. Gov't Research Support, N.I.H., Extramural

Langues

eng

Sous-ensembles de citation

IM

Pagination

2838-2847

Subventions

Organisme : NCI NIH HHS
ID : DP2 CA186569
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA254179
Pays : United States
Organisme : NCI NIH HHS
ID : U01 CA253166
Pays : United States
Organisme : NCI NIH HHS
ID : P30 CA015704
Pays : United States
Organisme : NIH HHS
ID : S10 OD020141
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA244526
Pays : United States
Organisme : NCI NIH HHS
ID : P50 CA228944
Pays : United States
Organisme : NCI NIH HHS
ID : R01 CA188298
Pays : United States

Commentaires et corrections

Type : CommentIn

Informations de copyright

©2022 The Authors; Published by the American Association for Cancer Research.

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Auteurs

Viswam S Nair (VS)

Clinical Research Division, Fred Hutchinson Cancer Research Center, Seattle, Washington.
Division of Pulmonary, Critical Care & Sleep Medicine, University of Washington School of Medicine, Seattle, Washington.
Department of Radiology, Stanford University School of Medicine, Stanford, California.

Angela Bik-Yu Hui (AB)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.

Jacob J Chabon (JJ)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.

Mohammad S Esfahani (MS)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.

Henning Stehr (H)

Department of Pathology, Stanford University School of Medicine, Stanford, California.

Barzin Y Nabet (BY)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.

Li Zhou (L)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.

Aadel A Chaudhuri (AA)

Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California.

Jalen Benson (J)

Division of Thoracic Surgery, Stanford University School of Medicine, Stanford, California.

Kelsey Ayers (K)

Division of Thoracic Surgery, Stanford University School of Medicine, Stanford, California.

Harmeet Bedi (H)

Division of Pulmonary, Allergy & Critical Care Medicine, Stanford University School of Medicine, Stanford, California.

Meghan Ramsey (M)

Division of Pulmonary, Allergy & Critical Care Medicine, Stanford University School of Medicine, Stanford, California.

Ryan Van Wert (R)

Division of Pulmonary, Allergy & Critical Care Medicine, Stanford University School of Medicine, Stanford, California.

Sanja Antic (S)

Division of Allergy, Pulmonary & Critical Care Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.

Natalie Lui (N)

Division of Thoracic Surgery, Stanford University School of Medicine, Stanford, California.

Leah Backhus (L)

Division of Thoracic Surgery, Stanford University School of Medicine, Stanford, California.

Mark Berry (M)

Division of Thoracic Surgery, Stanford University School of Medicine, Stanford, California.

Arthur W Sung (AW)

Division of Pulmonary, Allergy & Critical Care Medicine, Stanford University School of Medicine, Stanford, California.

Pierre P Massion (PP)

Division of Allergy, Pulmonary & Critical Care Medicine, Vanderbilt University School of Medicine, Nashville, Tennessee.

Joseph B Shrager (JB)

Division of Thoracic Surgery, Stanford University School of Medicine, Stanford, California.

Ash A Alizadeh (AA)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.
Division of Oncology, Department of Medicine, Stanford University School of Medicine, Stanford, California.
Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California.

Maximilian Diehn (M)

Stanford Cancer Institute, Stanford University School of Medicine, Stanford, California.
Department of Radiation Oncology, Stanford University School of Medicine, Stanford, California.
Institute for Stem Cell Biology and Regenerative Medicine, Stanford University School of Medicine, Stanford, California.

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