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Ogino, Shuji

https://orcid.org/0000-0002-3909-2323

Mayo Clinic

Broad Institute

Citations 8

Bridging the Gap — Translating AI in Pathology into Clinical Impact
Su, Fang-Yi , Marostica, Eliana , Wang, Xiyue , Yang, Sen , Chiang, Jung-Hsien , Ogino, Shuji , Golden, Jeffrey A. , Kather, Jakob Nikolas , Qiu, Ying , Chen, Dong , Schnitt, Stuart , Yu, Kun‐Hsing , Chen, Dong , Ogino, Shuji , Golden, Jeffrey A , Su, Fang-Yi , Marostica, Eliana , Chiang, Jung-Hsien , Kather, Jakob Nikolas , Yu, Kun‐Hsing

NEJM AI | July 15, 2026 | Volume: 3 | Issue: 8 | Pages: No page available

10.1056/aip2600029 Get It

Transcriptome-wide Mendelian randomization exploring dynamic CD4+ T cell gene expression in colorectal cancer development
Deslandes, Benedita , Wu, Xueyan , Lee, Matthew A. , Goudswaard, Lucy J. , Gsur, Andrea , Lindblom, Annika , Ogino, Shuji , Wolk, Alicja , Wu, Anna H. , Huyghe, Jeroen R. , Peters, Ulrike , Phipps, Amanda I. , Pai, Rish K. , Grant, Robert C. , Zheng, Jie , Hazelwood, Emma , Vincent, Emma E. , Gsur, Andrea , Ogino, Shuji , Wolk, Alicja , Wu, Anna H. , Peters, Ulrike , Zheng, Jie , Hazelwood, Emma , Vincent, Emma E , Lindblom, Annika , Jones, Gareth Wyn , Vymetalkova, Veronika Polakova , Thomas, Claire E. , Buchanan, Daniel D. , Yarmolinsky, James , Gunter, Marc J.

Journal of Leukocyte Biology | September 15, 2025 | Volume: 117 | Issue: 10 | Pages: No page available

10.1093/jleuko/qiaf131 Get It

Abstract Recent research suggests higher circulating lymphocyte counts may protect against colorectal cancer (CRC). However, the role of specific lymphocyte subtypes and activation states remain unclear. CD4+ T cells—a highly dynamic lymphocyte subtype—undergo gene expression changes upon activation that are critical to their effector function. Previous studies using bulk tissue have limited our understanding of their role in CRC risk to static associations. We applied Mendelian randomization (MR) and genetic colocalisation to evaluate causal relationships of gene expression on CRC risk across multiple CD4+ T cell subtypes and activation states. Genetic proxies were obtained from single-cell transcriptomic data, allowing us to investigate the causal effect of expression of 1,805 genes across CD4+ T cell activation states on CRC risk (78,473 cases; 107,143 controls). Analyses were stratified by CRC anatomical subsites and sex, with sensitivity analyses assessing whether the observed effect estimates were likely to be CD4+ T cell-specific. We identified 6 genes—FADS2, FHL3, HLA-DRB1, HLA-DRB5, RPL28, and TMEM258—with strong evidence for a causal role in CRC development (FDR-P < 0.05; colocalisation H4 > 0.8). Causal estimates varied by CD4+ T cell subtype, activation state, CRC subsite and sex. However, many of genetic proxies used to instrument gene expression in CD4+ T cells also act as eQTLs in other tissues, highlighting the challenges of using genetic proxies to instrument tissue-specific expression changes. We demonstrate the importance of capturing the dynamic nature of CD4+ T cells in understanding CRC risk, and prioritize genes for further investigation in cancer prevention.
Race, Income, and Survival in Stage III Colon Cancer: CALGB 89803 (Alliance)
Lee, Seohyuk , Zhang, Sui , Ou, Fang‐Shu , Wolfe, Eric, Ogino, Shuji , Niedzwiecki, Donna , Mowat, Rex B., Whittom, Renaud , Hantel, Alexander, Benson, Al B. , Atienza, Daniel, Messino, Michael J., Kindler, Hedy L. , Gross, Cary P. , Irwin, Melinda L. , Meyerhardt, Jeffrey A. , Fuchs, Charles S. , Ou, Fang-Shu , Wolfe, Eric G, Ogino, Shuji , Kindler, Hedy , Venook, Alan P , Fuchs, Charles S , Meyerhardt, Jeffrey A , Niedzwiecki, Donna , Ma, Chao , Saltz, Leonard B. , Mayer, Robert J. , Venook, Alan P.

JNCI Cancer Spectrum | April 11, 2021 | Volume: 5 | Issue: 3 | Pages: No page available

10.1093/jncics/pkab034 Get It

Abstract Background Disparities in colon cancer outcomes have been reported across race and socioeconomic status, which may reflect, in part, access to care. We sought to assess the influences of race and median household income (MHI) on outcomes among colon cancer patients with similar access to care. Methods We conducted a prospective, observational study of 1206 stage III colon cancer patients enrolled in the CALGB 89803 randomized adjuvant chemotherapy trial. Race was self-reported by 1116 White and 90 Black patients at study enrollment; MHI was determined by matching 973 patients’ home zip codes with publicly available US Census 2000 data. Multivariate analyses were adjusted for baseline sociodemographic, clinical, dietary, and lifestyle factors. All statistical tests were 2-sided. Results Over a median follow-up of 7.7 years, the adjusted hazard ratios for Blacks (compared with Whites) were 0.94 (95% confidence interval [CI] = 0.66 to 1.35, P = .75) for disease-free survival, 0.91 (95% CI = 0.62 to 1.35, P = .65) for recurrence-free survival, and 1.07 (95% CI = 0.73 to 1.57, P = .73) for overall survival. Relative to patients in the highest MHI quartile, the adjusted hazard ratios for patients in the lowest quartile were 0.90 (95% CI = 0.67 to 1.19, Ptrend = .18) for disease-free survival, 0.89 (95% CI = 0.66 to 1.22, Ptrend = .14) for recurrence-free survival, and 0.87 (95% CI = 0.63 to 1.19, Ptrend = .23) for overall survival. Conclusions In this study of patients with similar health-care access, no statistically significant differences in outcomes were found by race or MHI. The substantial gaps in outcomes previously observed by race and MHI may not be rooted in differences in tumor biology but rather in access to quality care.
Dietary Fat Intake after Colon Cancer Diagnosis in Relation to Cancer Recurrence and Survival: CALGB 89803 (Alliance)
Blarigan, Erin L. Van , Ou, Fang‐Shu , Niedzwiecki, Donna , Zhang, Sui , Fuchs, Charles S. , Ogino, Shuji , Benson, A.B., Hantel, Alexander, Atkins, James N., Giovannucci, Edward L. , Meyerhardt, Jeffrey A. , Saltz, Leonard , Ogino, Shuji , Meyerhardt, Jeffrey A , Ou, Fang-Shu , Niedzwiecki, Donna , Saltz, Leonard B. , Mayer, Robert J. , Venook, Alan P. , Song, Mingyang

Cancer Epidemiology, Biomarkers & Prevention | July 23, 2018 | Volume: 27 | Issue: 10 | Pages: 1227-1230

10.1158/1055-9965.epi-18-0487 Get It

Abstract Background: Higher intake of long-chain ω-3 polyunsaturated fatty acids and nuts, rich plant sources of unsaturated fats, after colon cancer diagnosis are associated with improved survival. It is not known whether the amount or the distribution of other types of fat is associated with survival after colon cancer. Methods: We prospectively examined postdiagnostic total, animal, and vegetable fats, as well as the saturated, monounsaturated, polyunsaturated, and trans fat in relation to disease-free survival among 1,011 patients with stage III colon cancer. Patients were enrolled between 1999 and 2001 at the onset of adjuvant chemotherapy and followed for recurrence or death through 2009. Results: During median follow-up of 7 years, we observed 305 deaths and 81 recurrences (total events: 386). Neither total nor any specific type of dietary fat examined was statistically significantly associated with risk of cancer recurrence or death from any cause (disease-free survival) after stage III colon cancer. Conclusions: The amount and type (animal, vegetable, saturated, monounsaturated, polyunsaturated, and trans) of dietary fat consumed after colon cancer does not appear to be substantially associated with risk of recurrence or survival. Impact: Neither total nor major types (animal, vegetable, saturated, monounsaturated, polyunsaturated, and trans) of dietary fat consumed after colon cancer was associated with cancer recurrence or survival. Cancer Epidemiol Biomarkers Prev; 27(10); 1227–30. ©2018 AACR.
Genetic Variants in Epigenetic Pathways and Risks of Multiple Cancers in the GAME-ON Consortium
Tóth, Réka , Scherer, Dominique , Kelemen, Linda E., Risch, Angela , Hazra, Aditi , Balavarca, Yesilda , Issa, Jean‐Pierre J. , Moreno, Vı́ctor , Eeles, Rosalind A. , Ogino, Shuji , Wu, Xifeng , Ye, Yuanqing , Hung, Rayjean J., Goode, Ellen L. , OCAC, on behalf of the, CORECT, TRICL, ELLIPSE, DRIVE, consortia, and GAME-ON, Hung, Rayjean J. , Ogino, Shuji , Ulrich, Cornelia M. , OCAC, on behalf of the, CORECT, TRICL, ELLIPSE, DRIVE, consortia, and GAME-ON, Eeles, Rosalind A , Moreno, Victor , Hung, Rayjean J , Risch, Angela

Cancer Epidemiology, Biomarkers & Prevention | January 23, 2017 | Volume: 26 | Issue: 6 | Pages: 816-825

10.1158/1055-9965.epi-16-0728 Get It

Abstract Background: Epigenetic disturbances are crucial in cancer initiation, potentially with pleiotropic effects, and may be influenced by the genetic background. Methods: In a subsets (ASSET) meta-analytic approach, we investigated associations of genetic variants related to epigenetic mechanisms with risks of breast, lung, colorectal, ovarian and prostate carcinomas using 51,724 cases and 52,001 controls. False discovery rate–corrected P values (q values < 0.05) were considered statistically significant. Results: Among 162,887 imputed or genotyped variants in 555 candidate genes, SNPs in eight genes were associated with risk of more than one cancer type. For example, variants in BABAM1 were confirmed as a susceptibility locus for squamous cell lung, overall breast, estrogen receptor (ER)–negative breast, and overall prostate, and overall serous ovarian cancer; the most significant variant was rs4808076 [OR = 1.14; 95% confidence interval (CI) = 1.10–1.19; q = 6.87 × 10−5]. DPF1 rs12611084 was inversely associated with ER-negative breast, endometrioid ovarian, and overall and aggressive prostate cancer risk (OR = 0.93; 95% CI = 0.91–0.96; q = 0.005). Variants in L3MBTL3 were associated with colorectal, overall breast, ER-negative breast, clear cell ovarian, and overall and aggressive prostate cancer risk (e.g., rs9388766: OR = 1.06; 95% CI = 1.03–1.08; q = 0.02). Variants in TET2 were significantly associated with overall breast, overall prostate, overall ovarian, and endometrioid ovarian cancer risk, with rs62331150 showing bidirectional effects. Analyses of subpathways did not reveal gene subsets that contributed disproportionately to susceptibility. Conclusions: Functional and correlative studies are now needed to elucidate the potential links between germline genotype, epigenetic function, and cancer etiology. Impact: This approach provides novel insight into possible pleiotropic effects of genes involved in epigenetic processes. Cancer Epidemiol Biomarkers Prev; 26(6); 816–25. ©2017 AACR.
Mendelian Randomization Study of Body Mass Index and Colorectal Cancer Risk
Gong, Jian , Peters, Ulrike , Chang‐Claude, Jenny , Slattery, Martha L. , Locke, Adam E. , Kahali, Bratati , Justice, Anne E. , Pers, Tune H. , Gallinger, Steven , Hayes, Richard B. , Caan, Bette J. , Ogino, Shuji , Berndt, Sonja I. , Casey, Graham , Haile, Robert W. , Du, Mengmeng , Harrison, Tabitha A. , Thornquist, Mark, Duggan, David , Lindor, Noralane M. , Seminara, Daniela, Song, Mingyang , Wu, Kana , Thibodeau, Stephen N. , Win, Aung Ko , Jenkins, Mark A. , Potter, John D. , Hoffmeister, Michael , Brenner, Hermann , Thrift, Aaron P. , Rudolph, Anja , Chan, Andrew T. , Baron, John A. , Ogino, Shuji , Chanock, Stephen Jacob , Marchand, Loı̈c Le , Cotterchio, Michelle , Hopper, John L. , Ulrich, Cornelia M. , Newcomb, Polly A. , White, Emily E. , Hsu, Li , Campbell, Peter T. , Win, Aung K , Hoffmeister, Michael , Jenkins, Mark A , Haile, Robert W , Harrison, Tabitha A , Potter, John D , Brenner, Hermann , Song, Mingyang , Hayes, Richard B , Caan, Bette J

Cancer Epidemiology, Biomarkers & Prevention | May 14, 2015 | Volume: 24 | Issue: 7 | Pages: 1024-1031

10.1158/1055-9965.epi-14-1309 Get It

Abstract Background: High body mass index (BMI) is consistently linked to increased risk of colorectal cancer for men, whereas the association is less clear for women. As risk estimates from observational studies may be biased and/or confounded, we conducted a Mendelian randomization study to estimate the causal association between BMI and colorectal cancer. Methods: We used data from 10,226 colorectal cancer cases and 10,286 controls of European ancestry. The Mendelian randomization analysis used a weighted genetic risk score, derived from 77 genome-wide association study–identified variants associated with higher BMI, as an instrumental variable (IV). We compared the IV odds ratio (IV-OR) with the OR obtained using a conventional covariate-adjusted analysis. Results: Individuals carrying greater numbers of BMI-increasing alleles had higher colorectal cancer risk [per weighted allele OR, 1.31; 95% confidence interval (CI), 1.10–1.57]. Our IV estimation results support the hypothesis that genetically influenced BMI is directly associated with risk for colorectal cancer (IV-OR per 5 kg/m2, 1.50; 95% CI, 1.13–2.01). In the sex-specific IV analyses higher BMI was associated with higher risk of colorectal cancer among women (IV-OR per 5 kg/m2, 1.82; 95% CI, 1.26–2.61). For men, genetically influenced BMI was not associated with colorectal cancer (IV-OR per 5 kg/m2, 1.18; 95% CI, 0.73–1.92). Conclusions: High BMI was associated with increased colorectal cancer risk for women. Whether abdominal obesity, rather than overall obesity, is a more important risk factor for men requires further investigation. Impact: Overall, conventional epidemiologic and Mendelian randomization studies suggest a strong association between obesity and the risk of colorectal cancer. Cancer Epidemiol Biomarkers Prev; 24(7); 1024–31. ©2015 AACR.
Towards the introduction of the ‘Immunoscore’ in the classification of malignant tumours
Galon, Jérôme , Mlecnik, Bernhard , Bindea, Gabriela , Berger, Anne, Lagorce, Christine, Lugli, Alessandro , Zlobec, Inti , Hartmann, Arndt , Bifulco, Carlo , Nagtegaal, Irıs D. , Masucci, Giuseppe , Botti, Gerardo , Tatangelo, Fabiana , Delrio, Paolo , Maio, Michele , Laghi, Luigi , Grizzi, Fabio , Asslaber, Martin, D’Arrigo, Corrado, Vidal‐Vanaclocha, Fernando, Závadová, Eva, Ohashi, Pamela S. , Hafezi‐Bakhtiari, Sara, Wouters, Bradly G. , Roehrl, Michael H. A. , Nguyen, Linh N, Kawakami, Yutaka , Hazama, Shoichi , Okuno, Kiyotaka, Ogino, Shuji , Gibbs, Peter , Waring, Paul , Sato, Noriyuki , Itoh, Kyogo, Patel, Prabhudas S. , Shukla, Shilin N., Wang, Yili , Kopetz, Scott , Scripcariu, Viorel , Ascierto, Paolo A. , Marincola, Francesco M. , Fox, Bernard A. , Pagès, Franck , Angell, Helen K. , Palmqvist, Richard , Chouchane, Lotfi , Ogino, Shuji , Torigoe, Toshihiko , Sinicrope, Frank A. , Galon, Jerome , Kopetz, Scott , Nagtegaal, Iris D

The Journal of Pathology | October 11, 2013 | Volume: 232 | Issue: 2 | Pages: 199-209

10.1002/path.4287 Get It

Abstract The American Joint Committee on Cancer/Union Internationale Contre le Cancer ( AJCC / UICC ) TNM staging system provides the most reliable guidelines for the routine prognostication and treatment of colorectal carcinoma. This traditional tumour staging summarizes data on tumour burden (T), the presence of cancer cells in draining and regional lymph nodes (N) and evidence for distant metastases (M). However, it is now recognized that the clinical outcome can vary significantly among patients within the same stage. The current classification provides limited prognostic information and does not predict response to therapy. Multiple ways to classify cancer and to distinguish different subtypes of colorectal cancer have been proposed, including morphology, cell origin, molecular pathways, mutation status and gene expression‐based stratification. These parameters rely on tumour‐cell characteristics. Extensive literature has investigated the host immune response against cancer and demonstrated the prognostic impact of the in situ immune cell infiltrate in tumours. A methodology named ‘Immunoscore’ has been defined to quantify the in situ immune infiltrate. In colorectal cancer, the Immunoscore may add to the significance of the current AJCC / UICC TNM classification, since it has been demonstrated to be a prognostic factor superior to the AJCC / UICC TNM classification. An international consortium has been initiated to validate and promote the Immunoscore in routine clinical settings. The results of this international consortium may result in the implementation of the Immunoscore as a new component for the classification of cancer, designated TNM ‐I ( TNM ‐Immune). © 2013 The Authors. Journal of Pathology published by John Wiley & Sons Ltd on behalf of Pathological Society of Great Britain and Ireland.