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Circulating markers of cellular immune activation in pre-diagnostic blood sample and lung cancer risk in the Lung Cancer Cohort Consortium (LC3)
Huang, Joyce Yongxu; Larose, Tricia L; Luu, Hung N; Wang, Renwei; Fanidi, Anouar; Alcala, Karine; Stevens, Victoria L; Weinstein, Stephanie J; Albanes, Demetrius; Caporaso, Neil E; Purdue, Mark P; Ziegler, Regina G; Freedman, Neal D; Lan, Qing; Prentice, Ross L; Pettinger, Mary; Thomson, Cynthia A; Cai, Qiuyin; Wu, Jie; Blot, William J; Shu, Xiao-Ou; Zheng, Wei; Arslan, Alan A; Zeleniuch-Jacquotte, Anne; Le Marchand, Loïc; Wilkens, Lynn R; Haiman, Christopher A; Zhang, Xuehong; Stampfer, Meir J; Han, Jiali; Giles, Graham G; Hodge, Allison M; Severi, Gianluca; Johansson, Mikael; Grankvist, Kjell; Langhammer, Arnulf; Hveem, Kristian; Xiang, Yong-Bing; Li, Hong-Lan; Gao, Yu-Tang; Visvanathan, Kala; Ueland, Per M; Midttun, Øivind; Ulvi, Arve; Buring, Julie E; Lee, I-Min; Sesso, Howard D; Gaziano, J Michael; Manjer, Jonas; Relton, Caroline; Koh, Woon-Puay; Brennan, Paul; Johansson, Mattias; Yuan, Jian-Min
Cell-mediated immune suppression may play an important role in lung carcinogenesis. We investigated the associations for circulating levels of tryptophan, kynurenine, kynurenine:tryptophan ratio (KTR), quinolinic acid (QA), and neopterin as markers of immune regulation and inflammation with lung cancer risk in 5,364 smoking-matched case-control pairs from 20 prospective cohorts included in the international Lung Cancer Cohort Consortium. All biomarkers were quantified by mass spectrometry-based methods in serum/plasma samples collected on average 6 years before lung cancer diagnosis. Odds ratios (ORs) and 95% confidence intervals (CIs) for lung cancer associated with individual biomarkers were calculated using conditional logistic regression with adjustment for circulating cotinine. Compared with the lowest quintile, the highest quintiles of kynurenine, KTR, QA and neopterin were associated with a 20-30% higher risk, and tryptophan with a 15% lower risk of lung cancer (all Ptrend <0.05). The strongest associations were seen for current smokers, where the adjusted ORs (95% CIs) of lung cancer for the highest quintile of KTR, QA and neopterin were 1.42 (1.15-1.75), 1.42 (1.14-1.76) and 1.45 (1.13-1.86), respectively. A stronger association was also seen for KTR and QA with risk of lung squamous cell carcinoma followed by adenocarcinoma, and for lung cancer diagnosed within the first 2 years after blood draw. This study demonstrated that components of the tryptophan-kynurenine pathway with immunomodulatory effects are associated with risk of lung cancer overall, especially for current smokers. Further research is needed to evaluate the role of these biomarkers in lung carcinogenesis and progression. This article is protected by copyright. All rights reserved.
PMID: 31276202
ISSN: 1097-0215
CID: 3967432
The risk of ovarian cancer increases with an increase in the lifetime number of ovulatory cycles: an analysis from the Ovarian Cancer Cohort Consortium (OC3)
Trabert, Britton; Tworoger, Shelley S; O'Brien, Katie M; Townsend, Mary K; Fortner, Renée T; Iversen, Edwin S; Hartge, Patricia; White, Emily; Amiano, Pilar; Arslan, Alan A; Bernstein, Leslie; Brinton, Louise A; Buring, Julie E; Dossus, Laure; Fraser, Gary E; Gaudet, Mia M; Giles, Graham G; Gram, Inger T; Harris, Holly R; Hoffman Bolton, Judith; Idahl, Annika; Jones, Michael E; Kaaks, Rudolf; Kirsh, Victoria A; Knutsen, Synnove F; Kvaskoff, Marina; Lacey, James V; Lee, I-Min; Milne, Roger L; Onland-Moret, N Charlotte; Overvad, Kim; Patel, Alpa V; Peters, Ulrike; Poynter, Jenny N; Riboli, Elio; Robien, Kim; Rohan, Thomas E; Sandler, Dale P; Schairer, Catherine; Schouten, Leo J; Setiawan, Veronica Wendy; Swerdlow, Anthony J; Travis, Ruth C; Trichopoulou, Antonia; van den Brandt, Piet A; Visvanathan, Kala; Wilkens, Lynne R; Wolk, Alicja; Zeleniuch-Jacquotte, Anne; Wentzensen, Nicolas
Repeated exposure to the acute pro-inflammatory environment that follows ovulation at the ovarian surface and distal fallopian tube over a woman's reproductive years may increase ovarian cancer risk. To address this, analyses included individual-level data from 558,709 naturally menopausal women across 20 prospective cohorts, among whom 3,246 developed invasive epithelial ovarian cancer (2045 serous, 319 endometrioid, 184 mucinous, 121 clear cell, 577 other/unknown). Cox models were used to estimate multivariable-adjusted hazard ratios (HR) between lifetime ovulatory cycles (LOC) and its components and ovarian cancer risk overall and by histotype. Women in the 90th percentile of LOC (>514 cycles) were almost twice as likely to be diagnosed with ovarian cancer than women in the 10th percentile (<294) [HR (95% confidence interval): 1.92 (1.60-2.30)]. Risk increased 14% per five-year increase in LOC (60 cycles) [(1.10-1.17)]; this association remained after adjustment for LOC components: number of pregnancies and oral contraceptive use [1.08 (1.04-1.12)]. The association varied by histotype, with increased risk of serous [1.13 (1.09-1.17)], endometrioid [1.20 (1.10-1.32)], and clear cell [1.37 (1.18-1.58)], but not mucinous [0.99 (0.88-1.10), P-heterogeneity=0.01] tumors. Heterogeneity across histotypes was reduced [P-heterogeneity=0.15] with adjustment for LOC components [1.08 serous, 1.11 endometrioid, 1.26 clear cell, 0.94 mucinous]. Although the 10-year absolute risk of ovarian cancer is small, it roughly doubles as the number of LOC rises from ~300 to 500. The consistency and linearity of effects strongly support the hypothesis that each ovulation leads to small increases in the risk of most ovarian cancers, a risk which cumulates through life, suggesting this as an important area for identifying intervention strategies.
PMID: 31932455
ISSN: 1538-7445
CID: 4263142
Reproductive and hormonal factors and risk of ovarian cancer by tumor dominance: results from the Ovarian Cancer Cohort Consortium (OC3)
Huang, Tianyi; Townsend, Mary K; Wentzensen, Nicolas; Trabert, Britton; White, Emily; Arslan, Alan A; Weiderpass, Elisabete; Buring, Julie E; Clendenen, Tess V; Giles, Graham G; Lee, I-Min; Milne, Roger L; Onland-Moret, N Charlotte; Peters, Ulrike; Sandler, Dale P; Schouten, Leo J; van den Brandt, Piet A; Wolk, Alicja; Zeleniuch-Jacquotte, Anne; Tworoger, Shelley S
BACKGROUND:Laterality of epithelial ovarian tumors may reflect the underlying carcinogenic pathways and origins of tumor cells. METHODS:We pooled data from 9 prospective studies participating in the Ovarian Cancer Cohort Consortium. Information on measures of tumor size or tumor dominance was extracted from surgical pathology reports or obtained through cancer registries. We defined dominant tumors as those restricted to one ovary or where the dimension of one ovary was at least twice as large as the other, and non-dominant tumors as those with similar dimensions across the two ovaries or peritoneal tumors. Competing risks Cox models were used to examine whether associations with reproductive and hormonal risk factors differed by ovarian tumor dominance. RESULTS:Of 1,058 ovarian cancer cases with tumor dominance information, 401 were left-dominant, 363 were right-dominant, and 294 were non-dominant. Parity was more strongly inversely associated with risk of dominant than non-dominant ovarian cancer (p-heterogeneity=0.004). Ever use of oral contraceptives (OCs) was associated with lower risk of dominant tumors, but was not associated with non-dominant tumors (p-heterogeneity=0.01). Higher body mass index was associated with higher risk of left-dominant tumors, but not significantly associated with risk of right-dominant or non-dominant tumors (p-heterogeneity=0.08). CONCLUSIONS:These data suggest that reproductive and hormonal risk factors appear to have a stronger impact on dominant tumors, which may have an ovarian or endometriosis origin. IMPACT/CONCLUSIONS:Examining the associations of ovarian cancer risk factors by tumor dominance may help elucidate the mechanisms through which these factors influence ovarian cancer risk.
PMID: 31719062
ISSN: 1538-7755
CID: 4185342
High levels of C-reactive protein are associated with an increased risk of ovarian cancer: Results from the Ovarian Cancer Cohort Consortium
Peres, Lauren C; Mallen, Adrianne R; Townsend, Mary K; Poole, Elizabeth M; Trabert, Britton; Allen, Naomi E; Arslan, Alan A; Dossus, Laure; Fortner, Renée T; Gram, Inger T; Hartge, Patricia; Idahl, Annika; Kaaks, Rudolf; Kvaskoff, Marina; Magiocco, Anthony; Merritt, Melissa A; Quirós, J Ramón; Tjonneland, Anne; Trichopoulou, Antonia; Tumino, Rosario; van Gils, Carla; Visvanathan, Kala; Wentzensen, Nicolas; Zeleniuch-Jacquotte, Anne; Tworoger, Shelley S
Growing epidemiologic evidence supports chronic inflammation as a mechanism of ovarian carcinogenesis. An association between a circulating marker of inflammation, C-reactive protein (CRP), and ovarian cancer risk has been consistently observed, yet, potential heterogeneity of this association by tumor and patient characteristics has not been adequately explored. In this study, we pooled data from case-control studies nested within six cohorts in the Ovarian Cancer Cohort Consortium (OC3) to examine the association between CRP and epithelial ovarian cancer risk overall, by histologic subtype and by participant characteristics. CRP concentrations were measured from pre-diagnosis serum or plasma in 1,091 cases and 1,951 controls. Multivariable conditional logistic regression was used to estimate odds ratios (ORs) and 95% confidence intervals (CIs). When CRP was evaluated using tertiles, no associations with ovarian cancer risk were observed. A 67% increased ovarian cancer risk was found for women with CRP concentrations >10mg/L compared to <1mg/L (OR=1.67, 95% CI=1.12, 2.48). A CRP concentration >10mg/L was positively associated with risk of mucinous (OR=9.67, 95% CI=1.10, 84.80) and endometrioid carcinoma (OR=3.41, 95% CI=1.07, 10.92), and suggestively positive, though not statistically significant, for serous (OR=1.43, 95% CI=0.82, 2.49) and clear cell carcinoma (OR=2.05, 95% CI=0.36, 11.57; p-heterogeneity=0.20). Heterogeneity was observed with oral contraceptive use (p-interaction=0.03), where the increased risk was present only among ever users (OR=3.24, 95% CI=1.62, 6.47). The present study adds to the existing evidence that CRP plays a role in ovarian carcinogenesis, and suggests that inflammation may be particularly implicated in the etiology of endometrioid and mucinous carcinoma.
PMID: 31462430
ISSN: 1538-7445
CID: 4054522
Genetic overlap between autoimmune diseases and non-Hodgkin lymphoma subtypes
Din, Lennox; Sheikh, Mohammad; Kosaraju, Nikitha; Smedby, Karin Ekstrom; Bernatsky, Sasha; Berndt, Sonja I; Skibola, Christine F; Nieters, Alexandra; Wang, Sophia; McKay, James D; Cocco, Pierluigi; Maynadié, Marc; Foretová, Lenka; Staines, Anthony; Mack, Thomas M; de Sanjosé, Silvia; Vyse, Timothy J; Padyukov, Leonid; Monnereau, Alain; Arslan, Alan A; Moore, Amy; Brooks-Wilson, Angela R; Novak, Anne J; Glimelius, Bengt; Birmann, Brenda M; Link, Brian K; Stewart, Carolyn; Vajdic, Claire M; Haioun, Corinne; Magnani, Corrado; Conti, David V; Cox, David G; Casabonne, Delphine; Albanes, Demetrius; Kane, Eleanor; Roman, Eve; Muzi, Giacomo; Salles, Gilles; Giles, Graham G; Adami, Hans-Olov; Ghesquières, Hervé; De Vivo, Immaculata; Clavel, Jacqueline; Cerhan, James R; Spinelli, John J; Hofmann, Jonathan; Vijai, Joseph; Curtin, Karen; Costenbader, Karen H; Onel, Kenan; Offit, Kenneth; Teras, Lauren R; Morton, Lindsay; Conde, Lucia; Miligi, Lucia; Melbye, Mads; Ennas, Maria Grazia; Liebow, Mark; Purdue, Mark P; Glenn, Martha; Southey, Melissa C; Din, Morris; Rothman, Nathaniel; Camp, Nicola J; Wong Doo, Nicole; Becker, Nikolaus; Pradhan, Nisha; Bracci, Paige M; Boffetta, Paolo; Vineis, Paolo; Brennan, Paul; Kraft, Peter; Lan, Qing; Severson, Richard K; Vermeulen, Roel C H; Milne, Roger L; Kaaks, Rudolph; Travis, Ruth C; Weinstein, Stephanie J; Chanock, Stephen J; Ansell, Stephen M; Slager, Susan L; Zheng, Tongzhang; Zhang, Yawei; Benavente, Yolanda; Taub, Zachary; Madireddy, Lohith; Gourraud, Pierre-Antoine; Oksenberg, Jorge R; Cozen, Wendy; Hjalgrim, Henrik; Khankhanian, Pouya
Epidemiologic studies show an increased risk of non-Hodgkin lymphoma (NHL) in patients with autoimmune disease (AD), due to a combination of shared environmental factors and/or genetic factors, or a causative cascade: chronic inflammation/antigen-stimulation in one disease leads to another. Here we assess shared genetic risk in genome-wide-association-studies (GWAS). Secondary analysis of GWAS of NHL subtypes (chronic lymphocytic leukemia, diffuse large B-cell lymphoma, follicular lymphoma, and marginal zone lymphoma) and ADs (rheumatoid arthritis, systemic lupus erythematosus, and multiple sclerosis). Shared genetic risk was assessed by (a) description of regional genetic of overlap, (b) polygenic risk score (PRS), (c)"diseasome", (d)meta-analysis. Descriptive analysis revealed few shared genetic factors between each AD and each NHL subtype. The PRS of ADs were not increased in NHL patients (nor vice versa). In the diseasome, NHLs shared more genetic etiology with ADs than solid cancers (p = .0041). A meta-analysis (combing AD with NHL) implicated genes of apoptosis and telomere length. This GWAS-based analysis four NHL subtypes and three ADs revealed few weakly-associated shared loci, explaining little total risk. This suggests common genetic variation, as assessed by GWAS in these sample sizes, may not be the primary explanation for the link between these ADs and NHLs.
PMID: 31407831
ISSN: 1098-2272
CID: 4042172
Is high vitamin B12 status a cause of lung cancer?
Fanidi, Anouar; Carreras-Torres, Robert; Larose, Tricia L; Yuan, Jian-Min; Stevens, Victoria L; Weinstein, Stephanie J; Albanes, Demetrius; Prentice, Ross; Pettinger, Mary; Cai, Qiuyin; Blot, William J; Arslan, Alan A; Zeleniuch-Jacquotte, Anne; McCullough, Marjorie L; Le Marchand, Loic; Wilkens, Lynne R; Haiman, Christopher A; Zhang, Xuehong; Stampfer, Meir J; Smith-Warner, Stephanie A; Giovannucci, Edward; Giles, Graham G; Hodge, Allison M; Severi, Gianluca; Johansson, Mikael; Grankvist, Kjell; Langhammer, Arnulf; Brumpton, Ben M; Wang, Renwei; Gao, Yu-Tang; Ericson, Ulrika; Bojesen, Stig Egil; Arnold, Susanne M; Koh, Woon-Puay; Shu, Xiao-Ou; Xiang, Yong-Bing; Li, Honglan; Zheng, Wei; Lan, Qing; Visvanathan, Kala; Hoffman-Bolton, Judith; Ueland, Per Magne; Midttun, Øivind; Caporaso, Neil E; Purdue, Mark; Freedman, Neal D; Buring, Julie E; Lee, I-Min; Sesso, Howard D; Gaziano, J Michael; Manjer, Jonas; Relton, Caroline L; Hung, Rayjean J; Amos, Chris I; Johansson, Mattias; Brennan, Paul
Vitamin B supplementation can have side effects for human health, including cancer risk. We aimed to elucidate the role of vitamin B12 in lung cancer aetiology via direct measurements of pre-diagnostic circulating vitamin B12 concentrations in a nested case-control study, complemented with a Mendelian randomization (MR) approach in an independent case-control sample. We used pre-diagnostic biomarker data from 5,183 case-control pairs nested within 20 prospective cohorts, and genetic data from 29,266 cases and 56,450 controls. Exposures included directly measured circulating vitamin B12 in pre-diagnostic blood samples from the nested case-control study, and 8 single nucleotide polymorphisms associated with vitamin B12 concentrations in the MR study. Our main outcome of interest was increased risk for lung cancer, overall and by histological subtype, per increase in circulating vitamin B12 concentrations. We found circulating vitamin B12 to be positively associated with overall lung cancer risk in a dose response fashion (odds ratio for a doubling in B12 [ORlog2B12 ] = 1.15, 95% confidence interval (95%CI) = 1.06-1.25). The MR analysis based on 8 genetic variants also indicated that genetically determined higher vitamin B12 concentrations were positively associated with overall lung cancer risk (OR per 150 pmol/L standard deviation increase in B12 [ORSD ]= 1.08, 95%CI= 1.00-1.16). Considering the consistency of these two independent and complementary analyses, these findings support the hypothesis that high vitamin B12 status increases the risk of lung cancer.
PMID: 30499135
ISSN: 1097-0215
CID: 3500852
Ovarian cancer risk factors by tumor aggressiveness: an analysis from the Ovarian Cancer Cohort Consortium
Fortner, Renée T; Poole, Elizabeth M; Wentzensen, Nicolas A; Trabert, Britton; White, Emily; Arslan, Alan A; Patel, Alpa V; Setiawan, V Wendy; Visvanathan, Kala; Weiderpass, Elisabete; Adami, Hans-Olov; Black, Amanda; Bernstein, Leslie; Brinton, Louise A; Buring, Julie; Clendenen, Tess V; Fournier, Agnès; Fraser, Gary; Gapstur, Susan M; Gaudet, Mia M; Giles, Graham G; Gram, Inger T; Hartge, Patricia; Hoffman-Bolton, Judith; Idahl, Annika; Kaaks, Rudolf; Kirsh, Victoria A; Knutsen, Synnove; Koh, Woon-Puay; Lacey, James V; Lee, I-Min; Lundin, Eva; Merritt, Melissa A; Milne, Roger L; Onland-Moret, N Charlotte; Peters, Ulrike; Poynter, Jenny N; Rinaldi, Sabina; Robien, Kim; Rohan, Thomas; Sánchez, Maria-José; Schairer, Catherine; Schouten, Leo J; Tjonneland, Anne; Townsend, Mary K; Travis, Ruth C; Trichopoulou, Antonia; van den Brandt, Piet A; Vineis, Paolo; Wilkens, Lynne; Wolk, Alicja; Yang, Hannah P; Zeleniuch-Jacquotte, Anne; Tworoger, Shelley S
Ovarian cancer risk factors differ by histotype; however, within subtype there is substantial variability in outcomes. We hypothesized that risk factor profiles may influence tumor aggressiveness, defined by time between diagnosis and death, independent of histology. Among 1.3 million women from 21 prospective cohorts, 4,584 invasive epithelial ovarian cancers were identified and classified as highly aggressive (death in <1 year, n=864), very aggressive (death in 1-<3 years, n=1,390), moderately aggressive (death in 3-<5 years, n=639), and less aggressive (lived 5+ years, n=1,691). Using competing risks Cox proportional hazards regression, we assessed heterogeneity of associations by tumor aggressiveness for all cases and among serous and endometrioid/clear cell tumors. Associations between parity (phet =0.01), family history of ovarian cancer (phet =0.02), body mass index (BMI; phet ≤0.04) and smoking (phet <0.01) and ovarian cancer risk differed by aggressiveness. A first/single pregnancy, relative to nulliparity, was inversely associated with highly aggressive disease (HR: 0.72; 95% CI [0.58-0.88]), no association was observed for subsequent pregnancies (per pregnancy, 0.97 [0.92-1.02]). In contrast, first and subsequent pregnancies were similarly associated with less aggressive disease (0.87 for both). Family history of ovarian cancer was only associated with risk of less aggressive disease (1.94 [1.47-2.55]). High BMI (≥35 vs. 20-<25 kg/m2 , 1.93 [1.46-2.56] and current smoking (vs. never, 1.30 [1.07-1.57]) were associated with increased risk of highly aggressive disease. Results were similar within histotypes. Ovarian cancer risk factors may be directly associated with subtypes defined by tumor aggressiveness, rather than through differential effects on histology. Studies to assess biological pathways are warranted.
PMID: 30561796
ISSN: 1097-0215
CID: 3557002
Agnostic Pathway/Gene Set Analysis of Genome-Wide Association Data Identifies Associations for Pancreatic Cancer
Walsh, Naomi; Zhang, Han; Hyland, Paula L; Yang, Qi; Mocci, Evelina; Zhang, Mingfeng; Childs, Erica J; Collins, Irene; Wang, Zhaoming; Arslan, Alan A; Beane-Freeman, Laura; Bracci, Paige M; Brennan, Paul; Canzian, Federico; Duell, Eric J; Gallinger, Steven; Giles, Graham G; Goggins, Michael; Goodman, Gary E; Goodman, Phyllis J; Hung, Rayjean J; Kooperberg, Charles; Kurtz, Robert C; Malats, Núria; LeMarchand, Loic; Neale, Rachel E; Olson, Sara H; Scelo, Ghislaine; Shu, Xiao O; Van Den Eeden, Stephen K; Visvanathan, Kala; White, Emily; Zheng, Wei; Albanes, Demetrius; Andreotti, Gabriella; Babic, Ana; Bamlet, William R; Berndt, Sonja I; Borgida, Ayelet; Boutron-Ruault, Marie-Christine; Brais, Lauren; Brennan, Paul; Bueno-de-Mesquita, Bas; Buring, Julie; Chaffee, Kari G; Chanock, Stephen; Cleary, Sean; Cotterchio, Michelle; Foretova, Lenka; Fuchs, Charles; M Gaziano, J Michael; Giovannucci, Edward; Goggins, Michael; Hackert, Thilo; Haiman, Christopher; Hartge, Patricia; Hasan, Manal; Helzlsouer, Kathy J; Herman, Joseph; Holcatova, Ivana; Holly, Elizabeth A; Hoover, Robert; Hung, Rayjean J; Janout, Vladimir; Klein, Eric A; Kurtz, Robert C; Laheru, Daniel; Lee, I-Min; Lu, Lingeng; Malats, Núria; Mannisto, Satu; Milne, Roger L; Oberg, Ann L; Orlow, Irene; Patel, Alpa V; Peters, Ulrike; Porta, Miquel; Real, Francisco X; Rothman, Nathaniel; Sesso, Howard D; Severi, Gianluca; Silverman, Debra; Strobel, Oliver; Sund, Malin; Thornquist, Mark D; Tobias, Geoffrey S; Wactawski-Wende, Jean; Wareham, Nick; Weiderpass, Elisabete; Wentzensen, Nicolas; Wheeler, William; Yu, Herbert; Zeleniuch-Jacquotte, Anne; Kraft, Peter; Li, Donghui; Jacobs, Eric J; Petersen, Gloria M; Wolpin, Brian M; Risch, Harvey A; Amundadottir, Laufey T; Yu, Kai; Klein, Alison P; Stolzenberg-Solomon, Rachael Z
Background/UNASSIGNED:Genome-wide association studies (GWAS) identify associations of individual single-nucleotide polymorphisms (SNPs) with cancer risk but usually only explain a fraction of the inherited variability. Pathway analysis of genetic variants is a powerful tool to identify networks of susceptibility genes. Methods/UNASSIGNED:We conducted a large agnostic pathway-based meta-analysis of GWAS data using the summary-based adaptive rank truncated product method to identify gene sets and pathways associated with pancreatic ductal adenocarcinoma (PDAC) in 9040 cases and 12 496 controls. We performed expression quantitative trait loci (eQTL) analysis and functional annotation of the top SNPs in genes contributing to the top associated pathways and gene sets. All statistical tests were two-sided. Results/UNASSIGNED:We identified 14 pathways and gene sets associated with PDAC at a false discovery rate of less than 0.05. After Bonferroni correction (P ≤ 1.3 × 10-5), the strongest associations were detected in five pathways and gene sets, including maturity-onset diabetes of the young, regulation of beta-cell development, role of epidermal growth factor (EGF) receptor transactivation by G protein-coupled receptors in cardiac hypertrophy pathways, and the Nikolsky breast cancer chr17q11-q21 amplicon and Pujana ATM Pearson correlation coefficient (PCC) network gene sets. We identified and validated rs876493 and three correlating SNPs (PGAP3) and rs3124737 (CASP7) from the Pujana ATM PCC gene set as eQTLs in two normal derived pancreas tissue datasets. Conclusion/UNASSIGNED:Our agnostic pathway and gene set analysis integrated with functional annotation and eQTL analysis provides insight into genes and pathways that may be biologically relevant for risk of PDAC, including those not previously identified.
PMID: 30541042
ISSN: 1460-2105
CID: 3563572
Genomic signature of parity in the breast of premenopausal women
Santucci-Pereira, Julia; Zeleniuch-Jacquotte, Anne; Afanasyeva, Yelena; Zhong, Hua; Slifker, Michael; Peri, Suraj; Ross, Eric A; López de Cicco, Ricardo; Zhai, Yubo; Nguyen, Theresa; Sheriff, Fathima; Russo, Irma H; Su, Yanrong; Arslan, Alan A; Bordas, Pal; Lenner, Per; Ã…hman, Janet; Landström Eriksson, Anna Stina; Johansson, Robert; Hallmans, Göran; Toniolo, Paolo; Russo, Jose
BACKGROUND:Full-term pregnancy (FTP) at an early age confers long-term protection against breast cancer. Previously, we reported that a FTP imprints a specific gene expression profile in the breast of postmenopausal women. Herein, we evaluated gene expression changes induced by parity in the breast of premenopausal women. METHODS:Gene expression profiling of normal breast tissue from 30 nulliparous (NP) and 79 parous (P) premenopausal volunteers was performed using Affymetrix microarrays. In addition to a discovery/validation analysis, we conducted an analysis of gene expression differences in P vs. NP women as a function of time since last FTP. Finally, a laser capture microdissection substudy was performed to compare the gene expression profile in the whole breast biopsy with that in the epithelial and stromal tissues. RESULTS:Discovery/validation analysis identified 43 differentially expressed genes in P vs. NP breast. Analysis of expression as a function of time since FTP revealed 286 differentially expressed genes (238 up- and 48 downregulated) comparing all P vs. all NP, and/or P women whose last FTP was less than 5 years before biopsy vs. all NP women. The upregulated genes showed three expression patterns: (1) transient: genes upregulated after FTP but whose expression levels returned to NP levels. These genes were mainly related to immune response, specifically activation of T cells. (2) Long-term changing: genes upregulated following FTP, whose expression levels decreased with increasing time since FTP but did not return to NP levels. These were related to immune response and development. (3) Long-term constant: genes that remained upregulated in parous compared to nulliparous breast, independently of time since FTP. These were mainly involved in development/cell differentiation processes, and also chromatin remodeling. Lastly, we found that the gene expression in whole tissue was a weighted average of the expression in epithelial and stromal tissues. CONCLUSIONS:Genes transiently activated by FTP may have a role in protecting the mammary gland against neoplastically transformed cells through activation of T cells. Furthermore, chromatin remodeling and cell differentiation, represented by the genes that are maintained upregulated long after the FTP, may be responsible for the lasting preventive effect against breast cancer.
PMID: 30922380
ISSN: 1465-542x
CID: 3777422
Circulating high sensitivity C reactive protein concentrations and risk of lung cancer: nested case-control study within Lung Cancer Cohort Consortium
Muller, David C; Larose, Tricia L; Hodge, Allison; Guida, Florence; Langhammer, Arnulf; Grankvist, Kjell; Meyer, Klaus; Cai, Qiuyin; Arslan, Alan A; Zeleniuch-Jacquotte, Anne; Albanes, Demetrius; Giles, Graham G; Sesso, Howard D; Lee, I-Min; Gaziano, J Michael; Yuan, Jian-Min; Hoffman Bolton, Judith; Buring, Julie E; Visvanathan, Kala; Le Marchand, Loic; Purdue, Mark P; Caporaso, Neil E; Midttun, Øivind; Ueland, Per M; Prentice, Ross L; Weinstein, Stephanie J; Stevens, Victoria L; Zheng, Wei; Blot, William J; Shu, Xiao-Ou; Zhang, Xuehong; Xiang, Yong-Bing; Koh, Woon-Puay; Hveem, Kristian; Thomson, Cynthia A; Pettinger, Mary; Engström, Gunnar; Brunnström, Hans; Milne, Roger L; Stampfer, Meir J; Han, Jiali; Johansson, Mikael; Brennan, Paul; Severi, Gianluca; Johansson, Mattias
OBJECTIVES/OBJECTIVE:To conduct a comprehensive analysis of prospectively measured circulating high sensitivity C reactive protein (hsCRP) concentration and risk of lung cancer overall, by smoking status (never, former, and current smokers), and histological sub-type. DESIGN/METHODS:Nested case-control study. SETTING/METHODS:20 population based cohort studies in Asia, Europe, Australia, and the United States. PARTICIPANTS/METHODS:5299 patients with incident lung cancer, with individually incidence density matched controls. EXPOSURE/METHODS:Circulating hsCRP concentrations in prediagnostic serum or plasma samples. MAIN OUTCOME MEASURE/METHODS:Incident lung cancer diagnosis. RESULTS:A positive association between circulating hsCRP concentration and the risk of lung cancer for current (odds ratio associated with a doubling in hsCRP concentration 1.09, 95% confidence interval 1.05 to 1.13) and former smokers (1.09, 1.04 to 1.14) was observed, but not for never smokers (P<0.01 for interaction). This association was strong and consistent across all histological subtypes, except for adenocarcinoma, which was not strongly associated with hsCRP concentration regardless of smoking status (odds ratio for adenocarcinoma overall 0.97, 95% confidence interval 0.94 to 1.01). The association between circulating hsCRP concentration and the risk of lung cancer was strongest in the first two years of follow-up for former and current smokers. Including hsCRP concentration in a risk model, in addition to smoking based variables, did not improve risk discrimination overall, but slightly improved discrimination for cancers diagnosed in the first two years of follow-up. CONCLUSIONS:Former and current smokers with higher circulating hsCRP concentrations had a higher risk of lung cancer overall. Circulating hsCRP concentration was not associated with the risk of lung adenocarcinoma. Circulating hsCRP concentration could be a prediagnostic marker of lung cancer rather than a causal risk factor.
PMID: 30606716
ISSN: 1756-1833
CID: 3562552