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Preoperative clinical and tumor genomic features associated with pathologic lymph node metastasis in clinical stage I and II lung adenocarcinoma
- Source :
- npj Precision Oncology, Vol 5, Iss 1, Pp 1-8 (2021), NPJ Precision Oncology
- Publication Year :
- 2021
- Publisher :
- Nature Portfolio, 2021.
-
Abstract
- While next-generation sequencing (NGS) is used to guide therapy in patients with metastatic lung adenocarcinoma (LUAD), use of NGS to determine pathologic LN metastasis prior to surgery has not been assessed. To bridge this knowledge gap, we performed NGS using MSK-IMPACT in 426 treatment-naive patients with clinical N2-negative LUAD. A multivariable logistic regression model that considered preoperative clinical and genomic variables was constructed. Most patients had cN0 disease (85%) with pN0, pN1, and pN2 rates of 80%, 11%, and 9%, respectively. Genes altered at higher rates in pN-positive than in pN-negative tumors were STK11 (p = 0.024), SMARCA4 (p = 0.006), and SMAD4 (p = 0.011). Fraction of genome altered (p = 0.037), copy number amplifications (p = 0.001), and whole-genome doubling (p = 0.028) were higher in pN-positive tumors. Multivariable analysis revealed solid tumor morphology, tumor SUVmax, clinical stage, SMARCA4 and SMAD4 alterations were independently associated with pathologic LN metastasis. Incorporation of clinical and tumor genomic features can identify patients at risk of pathologic LN metastasis; this may guide therapy decisions before surgical resection.
- Subjects :
- 0301 basic medicine
Oncology
Cancer Research
medicine.medical_specialty
STK11
Disease
Logistic regression
Article
Metastasis
03 medical and health sciences
0302 clinical medicine
Text mining
Internal medicine
medicine
Stage (cooking)
RC254-282
Lung
business.industry
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
medicine.disease
030104 developmental biology
medicine.anatomical_structure
Surgical oncology
030220 oncology & carcinogenesis
Adenocarcinoma
business
Non-small-cell lung cancer
Subjects
Details
- Language :
- English
- Volume :
- 5
- Issue :
- 1
- Database :
- OpenAIRE
- Journal :
- npj Precision Oncology
- Accession number :
- edsair.doi.dedup.....1e86b4090cf65103b72b7492ec35d066