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Publications (10 of 164) Show all publications
Tan, T., Shaw, V. R., Byun, J., Lee, H.-S., Han, Y., Li, Y., . . . Cheng, C. (2026). Germline HLA heterozygosity is associated with decreased lung cancer risk. Human Genetics and Genomics Advances, 7(2), Article ID 100567.
Open this publication in new window or tab >>Germline HLA heterozygosity is associated with decreased lung cancer risk
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2026 (English)In: Human Genetics and Genomics Advances, E-ISSN 2666-2477, Vol. 7, no 2, article id 100567Article in journal (Refereed) Published
Abstract [en]

Heterozygosity at human leukocyte antigen ( HLA ) loci may improve lung cancer immunosurveillance by increasing recognition of the tumor by the immune system. Previous studies utilizing data from population-level biobanks, such as the United Kingdom Biobank and FinnGen, have identified an association between germline HLA class II ( HLA- II) heterozygosity and reduced lung cancer risk in smokers. In the present study, we evaluate the association between HLA heterozygosity and lung cancer in a large case-control study (15,302 cases and 14,580 controls) with imputed HLA allele-type information, comparing differences in HLA heterozygosity between smokers and non-smokers, among lung cancer subtypes, and at 2- and 4-digit HLA allele resolution. We identify a strong protective association of HLA -II heterozygosity in smokers compared to non-smokers, particularly at the HLA-DPB1 and HLA-DPA1 loci, and provide subtype-specific resolution. Finally, analysis of the additive effects of HLA allele heterozygosity in smokers identified significant associations with several 4-digit HLA alleles, including HLA-B∗08 : 01 , HLA-A∗01 : 01 , HLA-C∗07 : 01 , HLA-DQA1∗05 : 01 , HLA-DRB1∗03 : 01 , and HLA-C∗03 : 04 . Our study provides additional evidence, with added histologic subtype information, that germline HLA -II heterozygosity is inversely associated with lung cancer risk.

Place, publisher, year, edition, pages
Elsevier, 2026
Keywords
genetic risk, genetics, HLA, lung cancer, smoking
National Category
Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-249446 (URN)10.1016/j.xhgg.2026.100567 (DOI)41530975 (PubMedID)2-s2.0-105028336526 (Scopus ID)
Funder
NIH (National Institutes of Health), U01CA209414; U19CA203654;1R01CA269764; 3U54CA272691-02S1
Available from: 2026-02-10 Created: 2026-02-10 Last updated: 2026-02-10Bibliographically approved
Blechter, B., Wang, X., Dai, J., Karsonaki, C., Shi, J., Shiraishi, K., . . . Zhang, H. (2026). Stratifying lung adenocarcinoma risk with multi-ancestry polygenic risk scores in East Asian never-smokers. Journal of the National Cancer Institute, 118(2), 231-249
Open this publication in new window or tab >>Stratifying lung adenocarcinoma risk with multi-ancestry polygenic risk scores in East Asian never-smokers
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2026 (English)In: Journal of the National Cancer Institute, ISSN 0027-8874, E-ISSN 1460-2105, Vol. 118, no 2, p. 231-249Article in journal (Refereed) Published
Abstract [en]

Background: Lung adenocarcinoma in never-smokers is a major public health burden, especially among East Asian women. Polygenic risk scores (PRSs) are promising for risk stratification but are primarily developed in European-ancestry populations. We aimed to develop and validate single- and multi-ancestry PRSs for East Asian never-smokers to improve lung adenocarcinoma risk prediction.

Methods: PRSs were developed using genome-wide association study summary statistics from East Asian (8002 cases; 20 782 controls) and European (2058 cases; 5575 controls) populations. Single-ancestry models included a PRS with 25 single nucleotide variants (PRS-25), PRS clumping and thresholding (CT), and LDpred2; multi-ancestry models included LDpred2 plus European PRS-128, PRS-CSx, and clumping and thresholding, super learning, empirical Bayes (CT-SLEB). Performance was evaluated in independent East Asian data from the Female Lung Cancer Consortium and externally validated in the Nanjing Lung Cancer Cohort. We assessed predictive accuracy via area under the curve operating procedure (AUC), with 10-year and (ages 30-80 years) absolute risks estimates.

Results: The best multi-ancestry PRS, using East Asian and European data via CT-SLEB, outperformed the best East Asian-only (LDpred2; AUC = 0.629, 95% confidence interval [CI] = 0.618 to 0.641), achieving an AUC of 0.640 (95% CI = 0.629 to 0.653) and odds ratio of 1.71 (95% CI = 1.61 to 1.82) per standard deviation increase. Nanjing Lung Cancer Cohort validation confirmed robust performance (AUC = 0.649, 95% CI = 0.623 to 0.676). The top 20% PRS group had a 3.92-fold higher lung adenocarcinoma risk than the bottom 20%. Further, the top 5% PRS group reached a 6.69% lifetime absolute risk. Notably, this group reached the average population 10-year lung adenocarcinoma risk at age 50 years (0.42%) by age 41 years, 9 years earlier.

Conclusions: Multi-ancestry PRS approaches enhance lung adenocarcinoma risk stratification in East Asian never-smokers, with consistent external validation, suggesting future clinical utility.

Place, publisher, year, edition, pages
Oxford University Press, 2026
National Category
Cancer and Oncology Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-252562 (URN)10.1093/jnci/djaf272 (DOI)41032288 (PubMedID)2-s2.0-105031994884 (Scopus ID)
Available from: 2026-05-04 Created: 2026-05-04 Last updated: 2026-05-04Bibliographically approved
Fessé, P., Svensson, P.-A., Zackrisson, B., Valdman, A., Fransson, P., Grankvist, K., . . . Ahlberg, K. (2025). Association of circulating inflammatory biomarker levels and toxicity in patients undergoing pelvic radiation for cancer: a critical review. Advances in Radiation Oncology, 10(6), Article ID 101766.
Open this publication in new window or tab >>Association of circulating inflammatory biomarker levels and toxicity in patients undergoing pelvic radiation for cancer: a critical review
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2025 (English)In: Advances in Radiation Oncology, E-ISSN 2452-1094, Vol. 10, no 6, article id 101766Article, review/survey (Refereed) Published
Abstract [en]

Purpose: Radiation therapy (RT) causes tissue damage and inflammation. Because cytokines play a key role in such processes, their expression levels can be an indicator of cell and tissue toxicity. This critical review aims to explore whether levels of circulating inflammatory biomarkers in peripheral blood are associated with proton- or photon-based therapy in the pelvic area and how these levels vary over time. Further, we investigated whether these levels can be linked to radiation dose, the incidence of toxicity, and changes in toxicity over time.

Methods and Materials: A literature search was conducted in PubMed to find studies involving comparative cohorts of pelvic irradiated patients with cancer. Studies reporting on the association of markers in peripheral blood with inflammatory processes and/or toxicity were included.

Results: We found evidence of associations between changes in inflammatory cytokine levels and the total cumulative dose-volume together with RT-induced toxicity in patients with cancer treated with pelvic RT. Common patient-reported outcomes demonstrate an association between radiation toxicity (eg, genitourinary toxicity) and circulating inflammatory biomarker levels.

Conclusions: This review highlights that the total cumulative dose and irradiated tissue volume are the primary drivers of RT-induced biomarker expression, influencing both early and late toxicity outcomes. The diversity in RT techniques, total dose, and number of treatment sessions across studies likely contributes to the variation in observed results. Circulating cytokine and biomarker levels in the blood can provide valuable monitoring and predictive insights for patients undergoing proton- or photon-based RT of the pelvis. Biomarker analysis in the context of RT offers clinical value by enabling personalized treatment by helping predict which patients are at higher risk for certain toxicities, guiding clinicians in tailoring treatment, optimizing supportive care, and adjusting RT plans. This approach could improve patient outcomes and quality of life by reducing long-term complications from radiation exposure.

Place, publisher, year, edition, pages
Elsevier, 2025
National Category
Cancer and Oncology Radiology and Medical Imaging
Identifiers
urn:nbn:se:umu:diva-238236 (URN)10.1016/j.adro.2025.101766 (DOI)2-s2.0-105002893120 (Scopus ID)
Funder
Swedish Cancer Society
Available from: 2025-04-30 Created: 2025-04-30 Last updated: 2026-04-24Bibliographically approved
Byun, J., Han, Y., Choi, J., Sun, R., Shaw, V. R., Zhu, C., . . . INTEGRAL-ILCCO Consortium, . (2025). Genome-wide association study for lung cancer in 6531 African Americans reveals new susceptibility loci. Human Molecular Genetics, 34(14), 1227-1237
Open this publication in new window or tab >>Genome-wide association study for lung cancer in 6531 African Americans reveals new susceptibility loci
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2025 (English)In: Human Molecular Genetics, ISSN 0964-6906, E-ISSN 1460-2083, Vol. 34, no 14, p. 1227-1237Article in journal (Refereed) Published
Abstract [en]

Despite lung cancer affecting all races and ethnicities, disparities are observed in incidence and mortality rates among different ethnic groups in the United States. Non-Hispanic African Americans had a high incidence rate of lung cancer at 55.8 per 100 000 people, as well as the highest death rate at 37.2 per 100 000 people from 2016 to 2020. While previous genome-wide association studies (GWAS) have identified over 45 susceptibility risk loci that inf luence lung cancer development, few GWAS have investigated the etiology of lung cancer in African Americans. To address this gap in knowledge, we conducted GWAS of lung cancer focused on studying African Americans, comprising 2267 lung cancer cases and 4264 controls. We identified three loci associated with lung cancer, one with lung adenocarcinoma, and four with lung squamous cell carcinoma in this population at the genomic-wide significance level. Among them, three novel loci were identified near VWF at 12p13.31 for overall lung cancer and GACAT3 at 2p24.3 and LMAN1L at 15q24.1 for lung squamous cell carcinoma. In addition, we confirmed previously reported risk loci with known or new lead variants near CHRNA5 at 15q25.1 and CYP2A6 at 19q13.2 associated with lung cancer and TRIP13 at 5p15.33 and ERC1 at 12p13.33 associated with lung squamous cell carcinoma. Further multi-step functional analyses shed light on biological mechanisms underlying these associations of lung cancer in this population. Our study highlights the importance of ancestry-specific studies for the potential alleviation of lung cancer burden in African Americans.

Place, publisher, year, edition, pages
Oxford University Press, 2025
Keywords
African American, Genome-wide association study, Lung cancer, Polygenic risk score, Post-GWAS
National Category
Medical Genetics and Genomics Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-242346 (URN)10.1093/hmg/ddaf059 (DOI)001484139900001 ()40341939 (PubMedID)2-s2.0-105010569347 (Scopus ID)
Funder
NIH (National Institutes of Health), U19CA203654 and R01CA243483; R03CA277197; R01CA141769; R03CA282953; U01CA253560; U01CA063673; UM1CA167462, U01CA167462; N01PC35142
Available from: 2025-07-25 Created: 2025-07-25 Last updated: 2026-03-12Bibliographically approved
Du, M., Xin, J., Zheng, R., Yuan, Q., Wang, Z., Liu, H., . . . Christiani, D. C. (2024). Cyp2a6 activity and cigarette consumption interact in smoking-related lung cancer susceptibility. Cancer Research, 84(4), 616-625
Open this publication in new window or tab >>Cyp2a6 activity and cigarette consumption interact in smoking-related lung cancer susceptibility
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2024 (English)In: Cancer Research, ISSN 0008-5472, E-ISSN 1538-7445, Vol. 84, no 4, p. 616-625Article in journal (Refereed) Published
Abstract [en]

Cigarette smoke, containing both nicotine and carcinogens, causes lung cancer. However, not all smokers develop lung cancer, highlighting the importance of the interaction between host susceptibility and environmental exposure in tumorigenesis. Here, we aimed to delineate the interaction between metabolizing ability of tobacco carcinogens and smoking intensity in mediating genetic susceptibility to smoking-related lung tumorigenesis. Single-variant and gene-based associations of 43 tobacco carcinogen–metabolizing genes with lung cancer were analyzed using summary statistics and individual-level genetic data, followed by causal inference of Mendelian randomization, mediation analysis, and structural equation modeling. Cigarette smoke–exposed cell models were used to detect gene expression patterns in relation to specific alleles. Data from the International Lung Cancer Consortium (29,266 cases and 56,450 controls) and UK Biobank (2,155 cases and 376,329 controls) indicated that the genetic variant rs56113850 C>T located in intron 4 of CYP2A6 was significantly associated with decreased lung cancer risk among smokers (OR = 0.88, 95% confidence interval = 0.85–0.91, P = 2.18 X 10-16), which might interact (Pinteraction = 0.028) with and partially be mediated (ORindirect = 0.987) by smoking status. Smoking intensity accounted for 82.3% of the effect of CYP2A6 activity on lung cancer risk but entirely mediated the genetic effect of rs56113850. Mechanistically, the rs56113850 T allele rescued the downregulation of CYP2A6 caused by cigarette smoke exposure, potentially through preferential recruitment of transcription factor helicase-like transcription factor. Together, this study provides additional insights into the interplay between host susceptibility and carcinogen exposure in smoking-related lung tumorigenesis.

Place, publisher, year, edition, pages
American Association For Cancer Research (AACR), 2024
National Category
Cancer and Oncology Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-222228 (URN)10.1158/0008-5472.CAN-23-0900 (DOI)001163685000010 ()38117513 (PubMedID)2-s2.0-85185218849 (Scopus ID)
Available from: 2024-03-14 Created: 2024-03-14 Last updated: 2025-03-25Bibliographically approved
Zhao, X., Yang, M., Fan, J., Wang, M., Wang, Y., Qin, N., . . . Dai, J. (2024). Identification of genetically predicted DNA methylation markers associated with non–small cell lung cancer risk among 34,964 cases and 448,579 controls. Cancer, 130(6), 913-926
Open this publication in new window or tab >>Identification of genetically predicted DNA methylation markers associated with non–small cell lung cancer risk among 34,964 cases and 448,579 controls
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2024 (English)In: Cancer, ISSN 0008-543X, E-ISSN 1097-0142, Vol. 130, no 6, p. 913-926Article in journal (Refereed) Published
Abstract [en]

Background: Although the associations between genetic variations and lung cancer risk have been explored, the epigenetic consequences of DNA methylation in lung cancer development are largely unknown. Here, the genetically predicted DNA methylation markers associated with non–small cell lung cancer (NSCLC) risk by a two-stage case-control design were investigated.

Methods: The genetic prediction models for methylation levels based on genetic and methylation data of 1595 subjects from the Framingham Heart Study were established. The prediction models were applied to a fixed-effect meta-analysis of screening data sets with 27,120 NSCLC cases and 27,355 controls to identify the methylation markers, which were then replicated in independent data sets with 7844 lung cancer cases and 421,224 controls. Also performed was a multi-omics functional annotation for the identified CpGs by integrating genomics, epigenomics, and transcriptomics and investigation of the potential regulation pathways.

Results: Of the 29,894 CpG sites passing the quality control, 39 CpGs associated with NSCLC risk (Bonferroni-corrected p ≤ 1.67 × 10−6) were originally identified. Of these, 16 CpGs remained significant in the validation stage (Bonferroni-corrected p ≤ 1.28 × 10−3), including four novel CpGs. Multi-omics functional annotation showed nine of 16 CpGs were potentially functional biomarkers for NSCLC risk. Thirty-five genes within a 1-Mb window of 12 CpGs that might be involved in regulatory pathways of NSCLC risk were identified.

Conclusions: Sixteen promising DNA methylation markers associated with NSCLC were identified. Changes of the methylation level at these CpGs might influence the development of NSCLC by regulating the expression of genes nearby.

Plain Language Summary: The epigenetic consequences of DNA methylation in lung cancer development are still largely unknown. This study used summary data of large-scale genome-wide association studies to investigate the associations between genetically predicted levels of methylation biomarkers and non–small cell lung cancer risk at the first time. This study looked at how well larotrectinib worked in adult patients with sarcomas caused by TRK fusion proteins. These findings will provide a unique insight into the epigenetic susceptibility mechanisms of lung cancer.

Place, publisher, year, edition, pages
John Wiley & Sons, 2024
Keywords
association study, DNA methylation, gene expression, genetic prediction, non–small cell lung cancer risk
National Category
Cancer and Oncology Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-217717 (URN)10.1002/cncr.35130 (DOI)001114272200001 ()38055287 (PubMedID)2-s2.0-85178394580 (Scopus ID)
Available from: 2023-12-11 Created: 2023-12-11 Last updated: 2025-02-10Bibliographically approved
Li, Y., Xiao, X., Li, J., Han, Y., Cheng, C., Fernandes, G. F., . . . Amos, C. I. (2024). Lung cancer in ever- and never-smokers: findings from multi-population GWAS studies. Cancer Epidemiology, Biomarkers and Prevention, 33(3), 389-399
Open this publication in new window or tab >>Lung cancer in ever- and never-smokers: findings from multi-population GWAS studies
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2024 (English)In: Cancer Epidemiology, Biomarkers and Prevention, ISSN 1055-9965, E-ISSN 1538-7755, Vol. 33, no 3, p. 389-399Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Clinical, molecular, and genetic epidemiology studies displayed remarkable differences between ever- and never-smoking lung cancer.

METHODS: We conducted a stratified multi-population (European, East Asian, and African descent) association study on 44,823 ever-smokers and 20,074 never-smokers to identify novel variants that were missed in the non-stratified analysis. Functional analysis including expression quantitative trait loci (eQTL) colocalization and DNA damage assays, and annotation studies were conducted to evaluate the functional roles of the variants. We further evaluated the impact of smoking quantity on lung cancer risk for the variants associated with ever-smoking lung cancer.

RESULTS: Five novel independent loci, GABRA4, intergenic region 12q24.33, LRRC4C, LINC01088, and LCNL1 were identified with the association at two or three populations (P < 5 × 10-8). Further functional analysis provided multiple lines of evidence suggesting the variants affect lung cancer risk through excessive DNA damage (GABRA4) or cis-regulation of gene expression (LCNL1). The risk of variants from 12 independent regions, including the well-known CHRNA5, associated with ever-smoking lung cancer was evaluated for never-smokers, light-smokers (packyear ≤ 20), and moderate-to-heavy-smokers (packyear > 20). Different risk patterns were observed for the variants among the different groups by smoking behavior.

CONCLUSIONS: We identified novel variants associated with lung cancer in only ever- or never-smoking groups that were missed by prior main-effect association studies. IMPACT: Our study highlights the genetic heterogeneity between ever- and never-smoking lung cancer and provides etiologic insights into the complicated genetic architecture of this deadly cancer.

Place, publisher, year, edition, pages
American Association For Cancer Research (AACR), 2024
National Category
Cancer and Oncology Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-222350 (URN)10.1158/1055-9965.EPI-23-0613 (DOI)001184781900006 ()38180474 (PubMedID)2-s2.0-85186745004 (Scopus ID)
Funder
NIH (National Institutes of Health)
Available from: 2024-03-18 Created: 2024-03-18 Last updated: 2025-04-24Bibliographically approved
Simundic, A.-M., Bölenius, K., Cadamuro, J., Church, S., Cornes, M. P., van Dongen-Lases, E. C., . . . Vermeersch, P. (2024). Recomandarea comună EFLM-COLABIOCLI pentru recoltarea sângelui venos - v 1.1, iunie 2018: [Joint EFLM-COLABIOCLI recommendation for venous blood sampling - v 1.1, June 2018]. Revista Romana de Medicina de Laborator, 32(1), 9-32
Open this publication in new window or tab >>Recomandarea comună EFLM-COLABIOCLI pentru recoltarea sângelui venos - v 1.1, iunie 2018: [Joint EFLM-COLABIOCLI recommendation for venous blood sampling - v 1.1, June 2018]
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2024 (Romanian)In: Revista Romana de Medicina de Laborator, ISSN 1841-6624, Vol. 32, no 1, p. 9-32Article in journal (Refereed) Published
Abstract [ro]

Acest document oferă o recomandare comună a Federației Europene de Chimie Clinică și Medicină de Laborator (EFLM), Grupu-lui de lucru pentru faza preanalitică (WG-PRE) și Grupului de lucru din America Latină pentru Faza preanalitică (WG-PRE-LATAM) al Confederației Americii Latine de Biochimie Clinică (COLABIOCLI) pentru recoltarea sângelui venos. Documentul oferă îndrumări asupra cerințelor pentru asigurarea faptului că procedura de recoltare a sângelui este una sigură, centrată pe pacient și oferă îndrumări practice despre cum să fie depășite cu succes potențiale bariere și obstacole în calea difuzării și implementării ei.

Publicul țintă pentru această recomandare este personalul medical implicat direct în procesul de recoltare a sângelui. Aceastăre comandare se aplică în cazul utilizării unui sistem închis de recoltare a sângelui și nu oferă recomandări pentru recoltare asângelui cu seringi și catetere în sistem deschis. Mai mult, acest document nu abordează obținerea consimțământului pacientului, solicitarea testelor, manipularea și transportul probelor și nici recoltarea de la copii și pacienții inconștienți. Procedura recomandată se bazează pe cele mai bune dovezi disponibile. Fiecare pas a fost evaluat folosind un sistem care punctează calitatea dovezilor și puterea recomandării. Procesul de evaluare a fost realizat la mai multe întâlniri față în față implicând aceleași părți interesate menționate anterior. Principalele părți ale acestei recomandări sunt: 1) Proceduri de pre-recoltare, 2) Procedura de recoltare, 3) Proceduri de post-recoltare şi 4) Implementarea. O primă schiță a recomandării a fost transmisă membrilor EFLM pentru consultare publică. A fost invitat și WG-PRE-LATAM pentru a comenta documentul. O versiune revizuită a fost trimisă spre vot tuturor membrilor EFLM și COLABIOCLI și a fost aprobată oficial de 33 dintre cei 40 de membri EFLM și toți membri COLABIOCLI. Încurajăm profesioniștii din toată Europa şi America Latină să adopte şi să implementeze această recomandare pentru a îmbunătăți calitatea practicilor de recoltare a sângelui și creșterea siguranței pacientului și personalului medical.

Place, publisher, year, edition, pages
Sciendo, 2024
Keywords
recoltare a jeun, post, siguranța sănătății, identificarea pacientului, pregătirea pacientului, puncție venoasă, faza preanalitică, ace de recoltare cu siguranță, prelevarea de probe de sânge venos
National Category
Nursing Medical Laboratory Technologies
Identifiers
urn:nbn:se:umu:diva-228677 (URN)10.2478/rrlm-2024-0004 (DOI)001155082500004 ()
Note

This is a Romanian language translation of the Joint EFLM-COLABIOCLI Recommendation for venous blood sampling. The EFLM has not endorsed nor approved the contents of this translation.

The official version of the document is located at: https://doi.org/10.1515/cclm-2018-0602. Users should cite this original version when citing the document.

Available from: 2024-08-21 Created: 2024-08-21 Last updated: 2025-02-09Bibliographically approved
Luyapan, J., Bossé, Y., Li, Z., Xiao, X., Rosenberger, A., Hung, R. J., . . . Amos, C. I. (2023). Candidate pathway analysis of surfactant proteins identifies CTSH and SFTA2 that influences lung cancer risk. Human Molecular Genetics, 32(18), 2842-2855
Open this publication in new window or tab >>Candidate pathway analysis of surfactant proteins identifies CTSH and SFTA2 that influences lung cancer risk
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2023 (English)In: Human Molecular Genetics, ISSN 0964-6906, E-ISSN 1460-2083, Vol. 32, no 18, p. 2842-2855Article in journal (Refereed) Published
Abstract [en]

Pulmonary surfactant is a lipoprotein synthesized and secreted by alveolar type II cells in lung. We evaluated the associations between 200,139 single nucleotide polymorphisms (SNPs) of 40 surfactant-related genes and lung cancer risk using genotyped data from two independent lung cancer genome-wide association studies. Discovery data included 18,082 cases and 13,780 controls of European ancestry. Replication data included 1,914 cases and 3,065 controls of European descent. Using multivariate logistic regression, we found novel SNPs in surfactant-related genes CTSH [rs34577742 C > T, odds ratio (OR) = 0.90, 95% confidence interval (CI) = 0.89-0.93, P = 7.64 × 10-9] and SFTA2 (rs3095153 G > A, OR = 1.16, 95% CI = 1.10-1.21, P = 1.27 × 10-9) associated with overall lung cancer in the discovery data and validated in an independent replication data-CTSH (rs34577742 C > T, OR = 0.88, 95% CI = 0.80-0.96, P = 5.76 × 10-3) and SFTA2 (rs3095153 G > A, OR = 1.14, 95% CI = 1.01-1.28, P = 3.25 × 10-2). Among ever smokers, we found SNPs in CTSH (rs34577742 C > T, OR = 0.89, 95% CI = 0.85-0.92, P = 1.94 × 10-7) and SFTA2 (rs3095152 G > A, OR = 1.20, 95% CI = 1.14-1.27, P = 4.25 × 10-11) associated with overall lung cancer in the discovery data and validated in the replication data-CTSH (rs34577742 C > T, OR = 0.88, 95% CI = 0.79-0.97, P = 1.64 × 10-2) and SFTA2 (rs3095152 G > A, OR = 1.15, 95% CI = 1.01-1.30, P = 3.81 × 10-2). Subsequent transcriptome-wide association study using expression weights from a lung expression quantitative trait loci study revealed genes most strongly associated with lung cancer are CTSH (PTWAS = 2.44 × 10-4) and SFTA2 (PTWAS = 2.32 × 10-6).

Place, publisher, year, edition, pages
Oxford University Press, 2023
National Category
Medical Genetics and Genomics
Identifiers
urn:nbn:se:umu:diva-214250 (URN)10.1093/hmg/ddad095 (DOI)001167730000005 ()37471639 (PubMedID)2-s2.0-85169846740 (Scopus ID)
Funder
NIH (National Institutes of Health), 5U01CA209414, T32LM012204, 5U01CA209414
Available from: 2023-09-18 Created: 2023-09-18 Last updated: 2025-04-24Bibliographically approved
Shi, J., Grankvist, K. & Lan, Q. (2023). Genome-wide association study of lung adenocarcinoma in East Asia and comparison with a European population. Nature Communications, 14(1), Article ID 3043.
Open this publication in new window or tab >>Genome-wide association study of lung adenocarcinoma in East Asia and comparison with a European population
2023 (English)In: Nature Communications, E-ISSN 2041-1723, Vol. 14, no 1, article id 3043Article in journal (Refereed) Published
Abstract [en]

Lung adenocarcinoma is the most common type of lung cancer. Known risk variants explain only a small fraction of lung adenocarcinoma heritability. Here, we conducted a two-stage genome-wide association study of lung adenocarcinoma of East Asian ancestry (21,658 cases and 150,676 controls; 54.5% never-smokers) and identified 12 novel susceptibility variants, bringing the total number to 28 at 25 independent loci. Transcriptome-wide association analyses together with colocalization studies using a Taiwanese lung expression quantitative trait loci dataset (n = 115) identified novel candidate genes, including FADS1 at 11q12 and ELF5 at 11p13. In a multi-ancestry meta-analysis of East Asian and European studies, four loci were identified at 2p11, 4q32, 16q23, and 18q12. At the same time, most of our findings in East Asian populations showed no evidence of association in European populations. In our studies drawn from East Asian populations, a polygenic risk score based on the 25 loci had a stronger association in never-smokers vs. individuals with a history of smoking (Pinteraction = 0.0058). These findings provide new insights into the etiology of lung adenocarcinoma in individuals from East Asian populations, which could be important in developing translational applications.

Place, publisher, year, edition, pages
Springer Nature, 2023
National Category
Medical Genetics and Genomics Cancer and Oncology
Identifiers
urn:nbn:se:umu:diva-210530 (URN)10.1038/s41467-023-38196-z (DOI)001008971800001 ()37236969 (PubMedID)2-s2.0-85160220141 (Scopus ID)
Available from: 2023-06-22 Created: 2023-06-22 Last updated: 2025-04-24Bibliographically approved
Organisations
Identifiers
ORCID iD: ORCID iD iconorcid.org/0000-0003-4289-2097

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