TY - JOUR
T1 - Genes associated with genetic and rare lung diseases and the risk of lung cancer
AU - INTEGRAL-ILCCO Consortium
AU - Rosenberger, Albert
AU - Bickeböller, Heike
AU - Christiani, David C.
AU - Caporaso, Neil E.
AU - Liu, Geoffrey
AU - Bojesen, Stig E.
AU - Le Marchand, Loic
AU - Albanes, Demetrios
AU - Aldrich, Melinda C.
AU - Tardon, Adonina
AU - Fernández‐Tardón, Guillermo
AU - Rennert, Gad
AU - Field, John K.
AU - Davies, Michael P.A.
AU - Kiemeney, Lambertus A.
AU - Lazarus, Philip
AU - Zienolddiny, Shanbeh
AU - Lam, Stephen
AU - Schabath, Matthew B.
AU - Andrew, Angeline S.
AU - Arnold, Susanne M.
AU - Goodman, Gary E.
AU - Doherty, Jennifer A.
AU - Taylor, Fiona
AU - Cox, Angela
AU - Woll, Penella J.
AU - Risch, Angela
AU - Johansson, Mikael
AU - Brennan, Paul
AU - Landi, Maria Teresa
AU - Shete, Sanjay S.
AU - Hung, Rayjean J.
AU - Amos, Christopher I.
N1 - Publisher Copyright:
© The Author(s) 2026.
PY - 2026/12
Y1 - 2026/12
N2 - Background: We investigated whether markers, genes or terms of the Human Phenotype Ontology associated with genetic or rare diseases (GARDs) that affect airway or lung function are associated with lung cancer. Methods: Genes of interest were extracted from GARD (Genetic and Rare Diseases Information Center), OMIM (Online Mendelian Inheritance in Man®), ORPHANET and Monarch Initiative. Individual SNP, gene level and gene-set analyses were performed for 52,207 SNPs, 1677 genes or for 620 terms of the Human Phenotype Ontology. The analysis included 14,068 lung cancer cases and 12,390 cancer-free control subjects of European descent from the International Lung Cancer Consortium ILCCO. Results: The marker rs56113850 (OR=0.893, 95%CI: 0.862-0.924) was associated with lung cancer (p=1.2x10-10). This marker is located in CYP2A6 as well as in an enhancer region of LTBP4, which is associated with cutis laxa. A suggestive significant association was observed for two markers associated with the DMD gene, which is linked to Duchenne muscular dystrophy. The gene sets "Abnormal circulating adrenocorticotropin concentration" and "Central nervous system neoplasm" were found to be significantly enriched with GARD genes, and can therefore be considered to be associated with lung cancer. Conclusions: Genes associated with genetic and rare lung diseases do not generally appear to carry risk factors for lung cancer. However, genes associated with the hypothalamic-pituitary-adrenal axis show some, but rather weak or complex, associations with lung cancer. Tests at the gene level provide extremely inhomogeneous results, even when applied to the same data.
AB - Background: We investigated whether markers, genes or terms of the Human Phenotype Ontology associated with genetic or rare diseases (GARDs) that affect airway or lung function are associated with lung cancer. Methods: Genes of interest were extracted from GARD (Genetic and Rare Diseases Information Center), OMIM (Online Mendelian Inheritance in Man®), ORPHANET and Monarch Initiative. Individual SNP, gene level and gene-set analyses were performed for 52,207 SNPs, 1677 genes or for 620 terms of the Human Phenotype Ontology. The analysis included 14,068 lung cancer cases and 12,390 cancer-free control subjects of European descent from the International Lung Cancer Consortium ILCCO. Results: The marker rs56113850 (OR=0.893, 95%CI: 0.862-0.924) was associated with lung cancer (p=1.2x10-10). This marker is located in CYP2A6 as well as in an enhancer region of LTBP4, which is associated with cutis laxa. A suggestive significant association was observed for two markers associated with the DMD gene, which is linked to Duchenne muscular dystrophy. The gene sets "Abnormal circulating adrenocorticotropin concentration" and "Central nervous system neoplasm" were found to be significantly enriched with GARD genes, and can therefore be considered to be associated with lung cancer. Conclusions: Genes associated with genetic and rare lung diseases do not generally appear to carry risk factors for lung cancer. However, genes associated with the hypothalamic-pituitary-adrenal axis show some, but rather weak or complex, associations with lung cancer. Tests at the gene level provide extremely inhomogeneous results, even when applied to the same data.
KW - Adrenocorticotropic hormone
KW - CYP2A6
KW - DMD
KW - GARD
KW - Gene-based test
KW - Gene-set analysis
KW - Genomic marker
KW - Hypothalamic-Pituitary-Adrenal axis
KW - LTBP4
KW - Lung cancer
KW - OMIM
KW - Orphanet
KW - Rare disease
UR - https://www.scopus.com/pages/publications/105035555569
U2 - 10.1186/s12885-026-15934-2
DO - 10.1186/s12885-026-15934-2
M3 - Article
C2 - 41917862
AN - SCOPUS:105035555569
SN - 1471-2407
VL - 26
JO - BMC Cancer
JF - BMC Cancer
IS - 1
M1 - 461
ER -