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Sakoda, Lori C

0000-0002-0900-5735

Mayo Clinic

Public Health Sciences Division, Fred Hutchinson Cancer Center, Seattle, Washington, USA.

Citations 16

Two-Sample Mendelian Randomization Analysis of Associations Between Periodontal Disease and Risk of Cancer
Corlin, Laura , Ruan, Mengyuan , Tsilidis, Konstantinos K. , Bouras, Emmanouil , Yu, Yau‐Hua , Stolzenberg‐Solomon, Rachael Z. , Klein, Alison P. , Risch, Harvey A. , Sakoda, Lori C. , Vodička, Pavel , Rish, Pai K, Beck, James D. , Michaud, Dominique S. , Stolzenberg-Solomon, Rachael , Sakoda, Lori C , Platz, Elizabeth A. , Michaud, Dominique S , Klein, Alison P , Tsilidis, Konstantinos K , Risch, Harvey A , Bouras, Emmanouil , Vodicka, Pavel , Amos, Christopher I.

JNCI Cancer Spectrum | April 12, 2021 | Volume: 5 | Issue: 3 | Pages: No page available

10.1093/jncics/pkab037 Get It

Abstract Background Observational studies indicate that periodontal disease may increase the risk of colorectal, lung, and pancreatic cancers. Using a 2-sample Mendelian randomization (MR) analysis, we assessed whether a genetic predisposition index for periodontal disease was associated with colorectal, lung, or pancreatic cancer risks. Methods Our primary instrument included single nucleotide polymorphisms with strong genome-wide association study evidence for associations with chronic, aggressive, and/or severe periodontal disease (rs729876, rs1537415, rs2738058, rs12461706, rs16870060, rs2521634, rs3826782, and rs7762544). We used summary-level genetic data for colorectal cancer (n = 58 131 cases; Genetics and Epidemiology of Colorectal Cancer Consortium, Colon Cancer Family Registry, and Colorectal Transdisciplinary Study), lung cancer (n = 18 082 cases; International Lung Cancer Consortium), and pancreatic cancer (n = 9254 cases; Pancreatic Cancer Consortia). Four MR approaches were employed for this analysis: random-effects inverse-variance weighted (primary analyses), Mendelian Randomization-Pleiotropy RESidual Sum and Outlier, simple median, and weighted median. We conducted secondary analyses to determine if associations varied by cancer subtype (colorectal cancer location, lung cancer histology), sex (colorectal and pancreatic cancers), or smoking history (lung and pancreatic cancer). All statistical tests were 2-sided. Results The genetic predisposition index for chronic or aggressive periodontitis was statistically significantly associated with a 3% increased risk of colorectal cancer (per unit increase in genetic index of periodontal disease; P = .03), 3% increased risk of colon cancer (P = .02), 4% increased risk of proximal colon cancer (P = .01), and 3% increased risk of colorectal cancer among females (P = .04); however, it was not statistically significantly associated with the risk of lung cancer or pancreatic cancer, overall or within most subgroups. Conclusions Genetic predisposition to periodontitis may be associated with colorectal cancer risk. Further research should determine whether increased periodontitis prevention and increased cancer surveillance of patients with periodontitis is warranted.
Nongenetic Determinants of Risk for Early-Onset Colorectal Cancer
Archambault, Alexi , Jeon, Jihyoun , Harrison, Tabitha A. , Bishop, D. Timothy , Brenner, Hermann , Casey, Graham , Chang‐Claude, Jenny , Figueiredo, Jane C. , Gallinger, Steven , Gruber, Stephen B. , Gunter, Marc J. , Hoffmeister, Michael , Li, Li , Pai, Rish K. , Parfrey, Patrick S. , Rennert, Gad , Sandler, Robert S. , Slattery, Martha L. , Song, Mingyang , Win, Aung Ko , Woods, Michael O. , Murphy, Neil , Zeleniuch‐Jacquotte, Anne , Liang, Peter S. , Du, Mengmeng , Peters, Ulrike , Hayes, Richard B. , Archambault, Alexi N , Jeon, Jihyoun , Harrison, Tabitha A , Bishop, D Timothy , Brenner, Hermann , Chang-Claude, Jenny , Figueiredo, Jane C , Gruber, Stephen B , Gunter, Marc J , Hoffmeister, Michael , Jenkins, Mark A , Moreno, Victor , Pai, R K , Rennert, Gad , Sakoda, Lori C , Song, Mingyang , Win, Aung K , Woods, Michael O , Campbell, Peter T , Liang, Peter S , Hayes, Richard B , Murphy, Neil , Sandler, Robert S , Zeleniuch-Jacquotte, Anne , Lin, Yi , Chan, Andrew T. , Jenkins, Mark A. , Keku, Temitope O , Marchand, Loı̈c Le , Moreno, Vı́ctor , Newcomb, Polly A. , Sakoda, Lori C. , Campbell, Peter T. , Su, Yu-Ru

JNCI Cancer Spectrum | March 26, 2021 | Volume: 5 | Issue: 3 | Pages: No page available

10.1093/jncics/pkab029 Get It

Abstract Background Incidence of early-onset (younger than 50 years of age) colorectal cancer (CRC) is increasing in many countries. Thus, elucidating the role of traditional CRC risk factors in early-onset CRC is a high priority. We sought to determine whether risk factors associated with late-onset CRC were also linked to early-onset CRC and whether association patterns differed by anatomic subsite. Methods Using data pooled from 13 population-based studies, we studied 3767 CRC cases and 4049 controls aged younger than 50 years and 23 437 CRC cases and 35 311 controls aged 50 years and older. Using multivariable and multinomial logistic regression, we estimated odds ratios (ORs) and 95% confidence intervals (CIs) to assess the association between risk factors and early-onset CRC and by anatomic subsite. Results Early-onset CRC was associated with not regularly using nonsteroidal anti-inflammatory drugs (OR = 1.43, 95% CI = 1.21 to 1.68), greater red meat intake (OR = 1.10, 95% CI = 1.04 to 1.16), lower educational attainment (OR = 1.10, 95% CI = 1.04 to 1.16), alcohol abstinence (OR = 1.23, 95% CI = 1.08 to 1.39), and heavier alcohol use (OR = 1.25, 95% CI = 1.04 to 1.50). No factors exhibited a greater excess in early-onset compared with late-onset CRC. Evaluating risks by anatomic subsite, we found that lower total fiber intake was linked more strongly to rectal (OR = 1.30, 95% CI = 1.14 to 1.48) than colon cancer (OR = 1.14, 95% CI = 1.02 to 1.27; P = .04). Conclusion In this large study, we identified several nongenetic risk factors associated with early-onset CRC, providing a basis for targeted identification of those most at risk, which is imperative in mitigating the rising burden of this disease.
A Combined Proteomics and Mendelian Randomization Approach to Investigate the Effects of Aspirin-Targeted Proteins on Colorectal Cancer
Nounu, Aayah , Greenhough, Alexander , Heesom, Kate J. , Richmond, Rebecca C. , Weinstein, Stephanie J. , Baron, John A. , Figueiredo, Jane C. , Lindor, Noralane M. , Casey, Graham , Duijnhoven, Fränzel J.B. van , Gsur, Andrea , Vodička, Pavel , Vodičková, Ludmila, Brenner, Hermann , Chang‐Claude, Jenny , Hoffmeister, Michael , Slattery, Martha L. , Gunter, Marc J. , Kim, Hyeong Rok , Li, Li , Bishop, D. Timothy , Gruber, Stephen B. , Rennert, Gad , Harrison, Tabitha A. , Woods, Michael O. , Schafmayer, Clemens , Guelpen, Bethany Van , Gallinger, Steven , Berndt, Sonja I. , Lindblom, Annika , Wu, Anna H. , White, Emily , Peters, Ulrike , Drew, David A. , Scherer, Dominique , Relton, Caroline L. , Weinstein, Stephanie J , Baron, John A , Platz, Elizabeth A. , van Duijnhoven, Fränzel J B , Gsur, Andrea , Moreno, Victor , Brenner, Hermann , Chang-Claude, Jenny , Hoffmeister, Michael , Sakoda, Lori C , Slattery, Martha L , Schoen, Robert E , Castellví-Bel, Sergi , Kweon, Sun-Seog , Bishop, D Timothy , Buchanan, Daniel D , Giles, Graham G , Gruber, Stephen B , Harrison, Tabitha A , Woods, Michael O , Van Guelpen, Bethany , Hampel, Heather , Pharoah, Paul D P , Wolk, Alicja , Drew, David A , Scherer, Dominique , Rennert, Gad , Gunter, Marc J , Vodicka, Pavel , Lindblom, Annika , Zheng, Jie , Albanes, Demetrius , Hopper, John L. , Newcomb, Polly A. , Marchand, Loı̈c Le , Ulrich, Cornelia M. , Li, Christopher I , Campbell, Peter T. , Moreno, Vı́ctor , Sakoda, Lori C. , Schoen, Robert E. , Castellvı́-Bel, Sergi , Chan, Andrew T. , Zheng, Wei , Buchanan, Daniel D. , Giles, Graham G. , Stadler, Zsofia , Lin, Yi , Keku, Temitope O , Hampel, Heather , Pharoah, Paul D.P. , Wolk, Alicja , Bermejo, Justo Lorenzo , Williams, Ann Caroline

Cancer Epidemiology, Biomarkers & Prevention | January 28, 2021 | Volume: 30 | Issue: 3 | Pages: 564-575

10.1158/1055-9965.epi-20-1176 Get It

Abstract Background: Evidence for aspirin's chemopreventative properties on colorectal cancer (CRC) is substantial, but its mechanism of action is not well-understood. We combined a proteomic approach with Mendelian randomization (MR) to identify possible new aspirin targets that decrease CRC risk. Methods: Human colorectal adenoma cells (RG/C2) were treated with aspirin (24 hours) and a stable isotope labeling with amino acids in cell culture (SILAC) based proteomics approach identified altered protein expression. Protein quantitative trait loci (pQTLs) from INTERVAL (N = 3,301) and expression QTLs (eQTLs) from the eQTLGen Consortium (N = 31,684) were used as genetic proxies for protein and mRNA expression levels. Two-sample MR of mRNA/protein expression on CRC risk was performed using eQTL/pQTL data combined with CRC genetic summary data from the Colon Cancer Family Registry (CCFR), Colorectal Transdisciplinary (CORECT), Genetics and Epidemiology of Colorectal Cancer (GECCO) consortia and UK Biobank (55,168 cases and 65,160 controls). Results: Altered expression was detected for 125/5886 proteins. Of these, aspirin decreased MCM6, RRM2, and ARFIP2 expression, and MR analysis showed that a standard deviation increase in mRNA/protein expression was associated with increased CRC risk (OR: 1.08, 95% CI, 1.03–1.13; OR: 3.33, 95% CI, 2.46–4.50; and OR: 1.15, 95% CI, 1.02–1.29, respectively). Conclusions: MCM6 and RRM2 are involved in DNA repair whereby reduced expression may lead to increased DNA aberrations and ultimately cancer cell death, whereas ARFIP2 is involved in actin cytoskeletal regulation, indicating a possible role in aspirin's reduction of metastasis. Impact: Our approach has shown how laboratory experiments and population-based approaches can combine to identify aspirin-targeted proteins possibly affecting CRC risk.
Intake of Dietary Fruit, Vegetables, and Fiber and Risk of Colorectal Cancer According to Molecular Subtypes: A Pooled Analysis of 9 Studies
Hidaka, Akihisa , Harrison, Tabitha A. , Cao, Yin , Sakoda, Lori C. , Barfield, Richard , Giannakis, Marios , Phipps, Amanda I. , Figueiredo, Jane C. , Zaidi, Syed Hassan Ejaz , Berndt, Sonja I. , Borozan, Ivan , Gallinger, Steven , Gunter, Marc J. , Guinter, Mark A. , Harlid, Sophia , Moreno, Vı́ctor , Nishihara, Reiko , Obón‐Santacana, Mireia , Parfrey, Patrick S. , Slattery, Martha L. , Steinfelder, Robert S. , Wang, Xiaoliang , Woods, Michael O. , Guelpen, Bethany Van , Thibodeau, Stephen N. , Hoffmeister, Michael , Peters, Ulrike , Amitay, Efrat L , Guinter, Mark A , Harlid, Sophia , Hampel, Heather , Moreno, Victor , Ogino, Shuji , Potter, John D , Slattery, Martha L , Um, Caroline Y , Van Guelpen, Bethany , Hoffmeister, Michael , Sun, Wei , Buchanan, Daniel D , Sakoda, Lori C , Cao, Yin , Gunter, Marc J , Harrison, Tabitha A , Hidaka, Akihisa , Wang, Xiaoliang , Obón-Santacana, Mireia , Song, Mingyang , Toland, Amanda Ewart , Amitay, Efrat L. , Chan, Andrew T. , Hampel, Heather , Jenkins, Mark A. , Lin, Yi , Newcomb, Polly A. , Potter, John D. , Um, Caroline Y. , Sun, Wei , Hsu, Li , Buchanan, Daniel D. , Campbell, Peter T.

Cancer Research | August 14, 2020 | Volume: 80 | Issue: 20 | Pages: 4578-4590

10.1158/0008-5472.can-20-0168 Get It

Abstract Protective associations of fruits, vegetables, and fiber intake with colorectal cancer risk have been shown in many, but not all epidemiologic studies. One possible reason for study heterogeneity is that dietary factors may have distinct effects by colorectal cancer molecular subtypes. Here, we investigate the association of fruit, vegetables, and fiber intake with four well-established colorectal cancer molecular subtypes separately and in combination. Nine observational studies including 9,592 cases with molecular subtypes for microsatellite instability (MSI), CpG island methylator phenotype (CIMP), and somatic mutations in BRAF and KRAS genes, and 7,869 controls were analyzed. Both case-only logistic regression analyses and polytomous logistic regression analyses (with one control set and multiple case groups) were used. Higher fruit intake was associated with a trend toward decreased risk of BRAF-mutated tumors [OR 4th vs. 1st quartile = 0.82 (95% confidence interval, 0.65–1.04)] but not BRAF-wildtype tumors [1.09 (0.97–1.22); P difference as shown in case-only analysis = 0.02]. This difference was observed in case–control studies and not in cohort studies. Compared with controls, higher fiber intake showed negative association with colorectal cancer risk for cases with microsatellite stable/MSI-low, CIMP-negative, BRAF-wildtype, and KRAS-wildtype tumors (Ptrend range from 0.03 to 3.4e-03), which is consistent with the traditional adenoma-colorectal cancer pathway. These negative associations were stronger compared with MSI-high, CIMP-positive, BRAF-mutated, or KRAS-mutated tumors, but the differences were not statistically significant. These inverse associations for fruit and fiber intake may explain, in part, inconsistent findings between fruit or fiber intake and colorectal cancer risk that have previously been reported. Significance: These analyses by colorectal cancer molecular subtypes potentially explain the inconsistent findings between dietary fruit or fiber intake and overall colorectal cancer risk that have previously been reported.
Postmenopausal Hormone Therapy and Colorectal Cancer Risk by Molecularly Defined Subtypes and Tumor Location
Labadie, Julia , Harrison, Tabitha A. , Banbury, Barbara L. , Amtay, Efrat L, Bernd, Sonja, Brenner, Hermann , Campbell, Peter T. , Cao, Yin , Chang‐Claude, Jenny , Figueiredo, Jane C. , Gallinger, Steven , Gunter, Marc J. , Hoffmeister, Michael , Moreno, Vı́ctor , Murphy, Neil , Phipps, Amanda I. , Slattery, Martha L. , Thibodeau, Stephen N. , Guelpen, Bethany Van , Zaidi, Syed Hassan Ejaz , Peters, Ulrike , Labadie, Julia D , Banbury, Barbara , Campbell, Peter T , Cao, Yin , Chang-Claude, Jenny , English, Dallas R , Gunter, Marc J , Hoffmeister, Michael , Jenkins, Mark A , Milne, Roger L , Moreno, Victor , Ogino, Shuji , Sakoda, Lori C , Sun, Wei , Harrison, Tabitha A , Van Guelpen, Bethany , Brenner, Hermann , Murphy, Neil , Buchanan, Daniel D. , Chan, Andrew T. , English, Dallas R. , Giles, Graham G. , Hsu, Li , Jenkins, Mark A. , Lin, Yi , Milne, Roger L. , Sakoda, Lori C. , Southey, Melissa C. , Sun, Wei , Newcomb, Polly A.

JNCI Cancer Spectrum | May 13, 2020 | Volume: 4 | Issue: 5 | Pages: No page available

10.1093/jncics/pkaa042 Get It

AbstractBackgroundPostmenopausal hormone therapy (HT) is associated with a decreased colorectal cancer (CRC) risk. As CRC is a heterogeneous disease, we evaluated whether the association of HT and CRC differs across etiologically relevant, molecularly defined tumor subtypes and tumor location.MethodsWe pooled data on tumor subtypes (microsatellite instability status, CpG island methylator phenotype status, BRAF and KRAS mutations, pathway: adenoma-carcinoma, alternate, serrated), tumor location (proximal colon, distal colon, rectum), and HT use among 8220 postmenopausal women (3898 CRC cases and 4322 controls) from 8 observational studies. We used multinomial logistic regression to estimate odds ratios (OR) and 95% confidence intervals (CIs) for the association of ever vs never HT use with each tumor subtype compared with controls. Models were adjusted for study, age, body mass index, smoking status, and CRC family history. All statistical tests were 2-sided.ResultsAmong postmenopausal women, ever HT use was associated with a 38% reduction in overall CRC risk (OR =0.62, 95% CI = 0.56 to 0.69). This association was similar according to microsatellite instability, CpG island methylator phenotype and BRAF or KRAS status. However, the association was attenuated for tumors arising through the serrated pathway (OR = 0.81, 95% CI = 0.66 to 1.01) compared with the adenoma-carcinoma pathway (OR = 0.63, 95% CI = 0.55 to 0.73; Phet =.04) and alternate pathway (OR = 0.61, 95% CI = 0.51 to 0.72). Additionally, proximal colon tumors had a weaker association (OR = 0.71, 95% CI = 0.62 to 0.80) compared with rectal (OR = 0.54, 95% CI = 0.46 to 0.63) and distal colon (OR = 0.57, 95% CI = 0.49 to 0.66; Phet =.01) tumors.ConclusionsWe observed a strong inverse association between HT use and overall CRC risk, which may predominantly reflect a benefit of HT use for tumors arising through the adenoma-carcinoma and alternate pathways as well as distal colon and rectal tumors.
Mendelian Randomization of Circulating Polyunsaturated Fatty Acids and Colorectal Cancer Risk
Khankari, Nikhil K. , Banbury, Barbara L. , Borges, Maria Carolina , Haycock, Philip , Arndt, Volker , Berndt, Sonja I. , Brenner, Hermann , Casey, Graham , Chang‐Claude, Jenny , Conti, David V. , English, Dallas R. , Figueiredo, Jane C. , Giovannucci, Edward L. , Gunter, Marc J. , Hampe, Jochen , Hoffmeister, Michael , Joshi, Amit D. , Lemire, Mathieu , Li, Li , Lindblom, Annika , Martín, Vicente , Moreno, Vı́ctor , Offit, Kenneth, Rennert, Gad , Schafmayer, Clemens , Schmit, Stephanie L. , Slattery, Martha L. , Thibodeau, Stephen N. , Weinstein, Stephanie J. , Win, Aung Ko , Woods, Michael O. , Wu, Anna H. , Murff, Harvey J. , Gruber, Stephen B. , Peters, Ulrike , Brenner, Hermann , Borges, Maria C , Arndt, Volker , Brenner, Hermann , Chang-Claude, Jenny , English, Dallas R , Giles, Graham G , Hoffmeister, Michael , Martín, Vicente , Moreno, Victor , Pharoah, Paul D P , Rennert, Gad , Sakoda, Lori C , Slattery, Martha L , Weinstein, Stephanie J , Win, Aung K , Wolk, Alicja , Denny, Joshua C , Gunter, Marc J , Haycock, Philip , Brenner, Hermann , Hampe, Jochen , Conti, David V , Lindblom, Annika , Albanes, Demetrius , Bezieau, Stéphane , Campbell, Peter T. , Chan, Andrew T. , Cotterchio, Michelle , Giles, Graham G. , Hopper, John L. , Jenkins, Mark A. , Marchand, Loı̈c Le , Li, Christopher I , Newcomb, Polly A. , Pharoah, Paul D.P. , Sakoda, Lori C. , Song, Mingyang , Ulrich, Cornelia M. , White, Emily , Wolk, Alicja , Cai, Qiuyin , Denny, Joshua C. , Edwards, Todd L. , Zheng, Wei

Cancer Epidemiology, Biomarkers & Prevention | February 12, 2020 | Volume: 29 | Issue: 4 | Pages: 860-870

10.1158/1055-9965.epi-19-0891 Get It

Abstract Background: Results from epidemiologic studies examining polyunsaturated fatty acids (PUFA) and colorectal cancer risk are inconsistent. Mendelian randomization may strengthen causal inference from observational studies. Given their shared metabolic pathway, examining the combined effects of aspirin/NSAID use with PUFAs could help elucidate an association between PUFAs and colorectal cancer risk. Methods: Information was leveraged from genome-wide association studies (GWAS) regarding PUFA-associated SNPs to create weighted genetic scores (wGS) representing genetically predicted circulating blood PUFAs for 11,016 non-Hispanic white colorectal cancer cases and 13,732 controls in the Genetics and Epidemiology of Colorectal Cancer Consortium (GECCO). Associations per SD increase in the wGS were estimated using unconditional logistic regression. Interactions between PUFA wGSs and aspirin/NSAID use on colorectal cancer risk were also examined. Results: Modest colorectal cancer risk reductions were observed per SD increase in circulating linoleic acid [ORLA = 0.96; 95% confidence interval (CI) = 0.93–0.98; P = 5.2 × 10−4] and α-linolenic acid (ORALA = 0.95; 95% CI = 0.92–0.97; P = 5.4 × 10−5), whereas modest increased risks were observed for arachidonic (ORAA = 1.06; 95% CI = 1.03–1.08; P = 3.3 × 10−5), eicosapentaenoic (OREPA = 1.04; 95% CI = 1.01–1.07; P = 2.5 × 10−3), and docosapentaenoic acids (ORDPA = 1.03; 95% CI = 1.01–1.06; P = 1.2 × 10−2). Each of these effects was stronger among aspirin/NSAID nonusers in the stratified analyses. Conclusions: Our study suggests that higher circulating shorter-chain PUFAs (i.e., LA and ALA) were associated with reduced colorectal cancer risk, whereas longer-chain PUFAs (i.e., AA, EPA, and DPA) were associated with an increased colorectal cancer risk. Impact: The interaction of PUFAs with aspirin/NSAID use indicates a shared colorectal cancer inflammatory pathway. Future research should continue to improve PUFA genetic instruments to elucidate the independent effects of PUFAs on colorectal cancer.