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Curtis, Keith R.

https://orcid.org/0000-0002-0453-7222

Mayo Clinic

Fred Hutch Cancer Center

Citations 4

Abstract 3039: Evaluation of intra-tumoral pks+ E. coli, enterotoxigenic B. fragilis and Fusobacterium nucleatum, overall and in early onset disease, in colorectal cancer cases
Hullar, Meredith A.J. , Curtis, Keith R. , Harrison, Tabitha A. , Steinfelder, Robert S. , Berndt, Sonja I. , Figueiredo, Jane C. , French, Amy J. , Melaku, Johannes, Ugai, Tomotaka, Qu, Chenxu, Thibodeau, Steven, Zaidi, Syed Hassan Ejaz , Phipps, Amanda I. , Peters, Ulrike , investigators, on behalf of GECCO and CCFR, Harrison, Tabitha A , Lin, Yi , Buchanan, Daniel D. , Chan, Andrew T. , Drew, David A., Jenkins, Mark A. , Moreno, Vı́ctor , Ugai, Tomotaka , Ogino, Shuji , Qu, Conghui , investigators, on behalf of GECCO and CCFR

Cancer Research | April 4, 2023 | Volume: 83 | Issue: 7_Supplement | Pages: 3039-3039

10.1158/1538-7445.am2023-3039 Get It

Abstract Background: Colorectal cancer (CRC) incidence has increased in those 50 years or younger compared to older individuals in recent decades. While the intra-tumoral microbiome is a potent facilitator of tumorigenesis, the role of the microbiome in early onset (eo)CRC is unclear. Identification of the intra-tumoral microbiome may enhance prediction of adverse outcomes to improve survival of CRC overall age groups and eoCRC. Methods: We performed targeted sequencing of tumor and matched normal DNA samples from 3695 colorectal cancer cases within the Genetics and Colorectal Cancer Consortium (GECCO) and the Colon Cancer Family Registry (CCFR). Tumor DNA was extracted from formalin fixed paraffin embedded (FFPE) or fresh frozen tissue. Normal tissue DNA was extracted from blood or normal surrounding colorectal tissue. We designed probes for the bacterial pathogens enterotoxigenic Bacteroides fragilis (ETBF), polyketide synthase positive E. coli (pks+ EC), and Fusobacterium nucleatum (Fn). We used logistic regression to assess tumor-associated bacteria and clinical parameters, tumor molecular characteristics, and tumor stage adjusted for age, sex, and study and a Cox promotional hazard to assess association with CRC-specific survival, overall and in eoCRC, adjusted for age at diagnosis, sex, mutational burden, and microsatellite instability (MSI) and stratified baseline hazards by study. Survival data were available for 2357 and 308 patients, overall and in eoCRC, respectively. Results: The prevalence of different bacteria in tumors differed slightly overall vs. in eoCRC tumors: ETBF (5.2%, 6.3%), pks+ EC (12.9%, 14.8%), and Fn (10.4%, 8.2%). Overall, men had a lower probability of tumors with Fn (odds ratio (OR)=0.8, 95% confidence interval (CI)=0.64-0.99, p=0.04) but higher odds of tumors with pks+ EC (OR=1.38, CI=1.14-1.68, p=0.001), compared to women. The odds of prevalent Fn were higher for proximal vs distal tumors (OR=1.76, CI=1.38-2.26, p<0.001), but there was no association between tumor site and pks+ EC or ETBF. MSI-high tumors were more likely to carry Fn (OR=2.79, CI=2.08-3.75, p<0.001) and less likely to carry pks+ EC (OR=0.63, CI=0.44-0.88, p=0.008) when compared to patients with MSS tumors. In patients with non-hypermutated tumors, we observed that pks+ EC positive tumors were associated with better CRC-specific survival (HR=0.73, CI=0.57-0.93, p=0.01), whereas ETBF positive tumors (HR=1.99, CI=1,18-3.36,p=0.009) and Fn positive tumors (HR=1.33, CI=1.04-1.72, p=0.03) were associated with poorer survival. In eo-CRC patients, Fn positive status was associated with poorer survival (HR=2.4, CI= 1.056 - 5.492, p=0.026). Conclusions: We showed that the intra-tumoral microbiome differs in distribution across patient populations and patient survival over all age groups and, specifically, in eoCRC. Citation Format: Meredith A. Hullar, Keith R. Curtis, Tabitha Harrison, Yi Lin, Robert Steinfelder, Sonja I. Berndt, Daniel D. Buchanan, Andrew T. Chan, David A. Drew, Jane Figueiredo, Amy J. French, Tabitha A. Harrison, Mark A. Jenkins, Johannes Melaku, Victor Moreno, Tomotaka Ugai, Shuji Ogino, Conghui Qu, Chenxu Qu, Steven Thibodeau, Syed Zaidi, Amanda I. Phipps, Ulrike Peters, on behalf of GECCO and CCFR investigators. Evaluation of intra-tumoral pks+ E. coli, enterotoxigenic B. fragilis and Fusobacterium nucleatum, overall and in early onset disease, in colorectal cancer cases [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2023; Part 1 (Regular and Invited Abstracts); 2023 Apr 14-19; Orlando, FL. Philadelphia (PA): AACR; Cancer Res 2023;83(7_Suppl):Abstract nr 3039.
Abstract PR008: Evaluation of intra-tumoral pathogenic bacteria pks+ E. coli, enterotoxigenic B. fragilis and fusobacterium nucleatum in 3695 colorectal cancer cases
Hullar, Meredith A.J. , Curtis, Keith R. , Steinfelder, Robert S. , Berndt, Sonja I. , Figueiredo, Jane C. , French, Amy J. , Goode, Ellen L. , Thibideau, Stephen N., Phipps, Amanda I. , Peters, Ulrike , Harrison, Tabitha A. , Lin, Yi , Buchanan, Daniel D. , Chan, Andrew T. , Drew, David, Jenkins, Mark A. , Melaku, Yohannes Adama , Moreno, Vı́ctor , Ogino, Shuji

Cancer Research | December 2, 2022 | Volume: 82 | Issue: 23_Supplement_1 | Pages: PR008-PR008

10.1158/1538-7445.crc22-pr008 Get It

Abstract Background: The microbiome in colorectal cancer (CRC) tumors is now recognized as a potent facilitator of tumorigenesis. Identification of the intra-tumoral microbiome may provide an avenue to enhance prediction of adverse outcomes and ultimately lead to improved survival of CRC, the second leading cause of cancer death. Methods: We performed targeted sequencing of tumor and matched normal DNA samples for 3695 colorectal cancer cases within the Genetics and Colorectal Cancer Consortium (GECCO) and the Colon Cancer Family Registry (CCFR). Tumor DNA was extracted primarily from formalin fixed paraffin embedded (FFPE) or from fresh frozen tissue. FFPE slides were dissected to ensure >70% tumor content. Normal DNA was primarily extracted from blood and otherwise normal surrounding colorectal tissue. We designed probes for bacterial pathogens including Bacteroides fragilis (ETBF), polyketide synthase positive E. coli (pks+ EC), enterotoxigenic and Fusobacterium nucleatum (Fn). Logistic regression was used to assess tumor-associated bacteria and various clinical parameters, tumor molecular characteristics, and tumor stage adjusted for age, sex, and study and a Cox promotional hazard to assess association with CRC-specific survival adjusted for age at diagnosis, sex, mutational burden and microsatellite instability (MSI) and stratified baseline hazards by study. Survival data were available for 2357 patients. Results: The prevalence of patients with bacteria in tumors varied for ETBF (5.2%), pks+ EC (12.9%), and Fn (10.4%). Men had a lower probability of tumors with Fn (odds ratio (OR)=0.8, 95% confidence interval (CI)=0.64-0.99,p=0.04) but higher odds of tumors with pks+ EC (OR=1.38, CI=1.14-1.68,p=0.001). Patients with proximal tumors had higher odds of carrying Fn (OR=1.76, CI=1.38-2.26, p<0.001) as did patients with MSI high tumors (OR 2.79, CI=2.08-3.74) p<0.001). Patients with MSI-high tumors had lower odds of carrying pks+ EC (OR=0.63, CI=0.44-0.88, p=0.008) when compared to patients with microsatellite stable tumors. Among non-hypermutated tumors, we observed that tumors positive for pks+ EC were associated with better CRC-specific survival (OR=0.73, CI=0.57-0.93,p=0.01 whereas in patients with ETBF positive tumors had shorter survival (OR=1.99,CI=1,18-3.36,p=0.009) as did patients with tumors positive for Fn (OR=1.33, CI=1.04-1.72, p=0.03). Conclusions: In this largest investigation of intra-tumoral bacteria in CRC, we demonstrate that inclusion of pathogenic intra-tumoral microbiome may enhance prediction of survival and can identify a subset of patients with CRC that may benefit from targeted therapies that modulate the tumor microbiome. Citation Format: Meredith A. J. Hullar, Keith R. Curtis, Tabitha A. Harrison, Yi Lin, Robert S. Steinfelder, Sonja I. Berndt, Daniel D. Buchanan, Andrew T. Chan, David Drew, Jane C. Figueiredo, Amy J. French, Ellen L. Goode, Mark A. Jenkins, Yohannes A. Melaku, Victor Moreno, Shuji Ogino, Stephen N. Thibideau, Amanda I. Phipps, Ulrike Peters. Evaluation of intra-tumoral pathogenic bacteria pks+ E. coli, enterotoxigenic B. fragilis and fusobacterium nucleatum in 3695 colorectal cancer cases [abstract]. In: Proceedings of the AACR Special Conference on Colorectal Cancer; 2022 Oct 1-4; Portland, OR. Philadelphia (PA): AACR; Cancer Res 2022;82(23 Suppl_1):Abstract nr PR008.
Genetic architectures of proximal and distal colorectal cancer are partly distinct
Huyghe, Jeroen R. , Harrison, Tabitha A. , Figueiredo, Jane C. , Schmit, Stephanie L. , Chen, Sai , Barfield, Richard , Cross, Amanda J. , Diergaarde, Brenda , Duggan, David , Harlid, Sophia , Imaz, Liher , Kang, Hyun Min , Levine, David , Perduca, Vittorio , Perez‐Cornago, Aurora , Slattery, Martha L. , Duijnhoven, Fränzel J.B. van , Guelpen, Bethany Van , Anderson, Kristin E. , Arnau‐Collell, Coral, Banbury, Barbara L. , Berndt, Sonja I. , Bishop, D. Timothy , Boehm, Juergen , Boeing, Heiner , Brenner, Hermann , Buch, Stephan , Burnett‐Hartman, Andrea N. , Carr, Prudence R. , Castells, Antoni , Chang‐Claude, Jenny , Curtis, Keith R. , Chapelle, Albert de la , Easton, Douglas F. , English, Dallas R. , Gala, Manish , Gallinger, Steven , Gauderman, W. James, Goodman, Phyllis J. , Grove, John, Gsur, Andrea , Gunter, Marc J. , Haile, Robert W. , Hampe, Jochen , Hoffmeister, Michael , Hsu, Wan‐Ling, Huang, Wen‐Yi , Joshi, Amit D. , Kühn, Tilman , Küry, Sébastien , Lejbkowicz, Flavio, Li, Li , Lindblom, Annika , Lindor, Noralane M. , Markowitz, Sanford D. , Moreno, Lorena , Murphy, Neil , Nassir, Rami , Offit, Kenneth, Parfrey, Patrick S. , Pearlman, Rachel , Phipps, Amanda I. , Prentice, Ross L. , Qi, Lihong , Rennert, Gad , Rennert, Hedy S., Ríboli, Elio , Schafmayer, Clemens, Seminara, Daniela, Song, Mingyang , Su, Yu‐Ru, Thibodeau, Stephen N. , Thomas, Duncan C. , Trichopoulou, Antonia , Visvanathan, Kala, Vodička, Pavel , Vodičková, Ludmila, Weigl, Korbinian , Weinstein, Stephanie J. , Woods, Michael O. , Wu, Anna H. , Nickerson, Deborah A. , Scacheri, Peter C. , Kundaje, Anshul , Casey, Graham , Gruber, Stephen B. , Hayes, Richard B. , Peters, Ulrike , Visvanathan, Kala , Brenner, Hermann , Buchanan, Daniel D , Chan, Andrew T , Gsur, Andrea , Hampe, Jochen , Hoffmeister, Michael , Huang, Wen-Yi , Jenab, Mazda , Murphy, Neil , Peters, Ulrike , Rennert, Gad , English, Dallas R , Gunter, Marc J , Haile, Robert W , Harrison, Tabitha A , Van Guelpen, Bethany , Visvanathan, Kala , Kury, Sebastien , Bishop, D Timothy , Song, Mingyang , Hayes, Richard B , Perez-Cornago, Aurora , Nassir, Rami , Kundaje, Anshul , Riboli, Elio , Vodicka, Pavel , Diergaarde, Brenda , Lindblom, Annika , Bien, Stephanie A. , Hampel, Heather , Conti, David V. , Qu, Conghui , Lin, Yi , Baron, John A. , Sakoda, Lori C. , Schumacher, Fredrick R. , Toland, Amanda Ewart , Agudo, Antonio , Albanes, Demetrius , Alonso, M. Henar , Arndt, Volker , Bassik, Michael Cory , Bezieau, Stéphane , Boutron‐Ruault, Marie‐Christine , Brezina, Stefanie , Buchanan, Daniel D. , Caan, Bette J. , Campbell, Peter T. , Castellvı́-Bel, Sergi , Chan, Andrew T. , Chanock, Stephen Jacob , Feskens, Edith J. M. , Giles, Graham G. , Grady, William M. , Hopper, John L. , Hudson, Thomas J , Jenab, Mazda , Jenkins, Mark A. , Keku, Temitope O , Kooperberg, Charles , Marchand, Loı̈c Le , Li, Christopher I , Lieb, Wolfgang , Männistö, Satu , Milne, Roger L. , Ogino, Shuji , Panico, Salvatore , Pharoah, Paul D.P. , Platz, Elizabeth A. , Potter, John D. , Raskin, Leon , Schoen, Robert E. , Tangen, Catherine M. , Ulrich, Cornelia M. , Vymetalkova, Veronika Polakova , White, Emily E. , Wolk, Alicja , Abecasis, Gonçalo R. , Hsu, Li , Moreno, Vı́ctor , Newcomb, Polly A.

Gut | February 25, 2021 | Volume: 70 | Issue: 7 | Pages: 1325-1334

10.1136/gutjnl-2020-321534 Get It

Objective An understanding of the etiologic heterogeneity of colorectal cancer (CRC) is critical for improving precision prevention, including individualized screening recommendations and the discovery of novel drug targets and repurposable drug candidates for chemoprevention. Known differences in molecular characteristics and environmental risk factors among tumors arising in different locations of the colorectum suggest partly distinct mechanisms of carcinogenesis. The extent to which the contribution of inherited genetic risk factors for CRC differs by anatomical subsite of the primary tumor has not been examined. Design To identify new anatomical subsite-specific risk loci, we performed genome-wide association study (GWAS) meta-analyses including data of 48 214 CRC cases and 64 159 controls of European ancestry. We characterised effect heterogeneity at CRC risk loci using multinomial modelling. Results We identified 13 loci that reached genome-wide significance (p<5×10 −8 ) and that were not reported by previous GWASs for overall CRC risk. Multiple lines of evidence support candidate genes at several of these loci. We detected substantial heterogeneity between anatomical subsites. Just over half (61) of 109 known and new risk variants showed no evidence for heterogeneity. In contrast, 22 variants showed association with distal CRC (including rectal cancer), but no evidence for association or an attenuated association with proximal CRC. For two loci, there was strong evidence for effects confined to proximal colon cancer. Conclusion Genetic architectures of proximal and distal CRC are partly distinct. Studies of risk factors and mechanisms of carcinogenesis, and precision prevention strategies should take into consideration the anatomical subsite of the tumour.
Novel Common Genetic Susceptibility Loci for Colorectal Cancer
Schmit, Stephanie L. , Edlund, Christopher K., Schumacher, Fredrick R. , Harrison, Tabitha A. , Huyghe, Jeroen R. , Qu, Chenxu, Melas, Marilena , Berg, David Van Den , Wang, Hansong, Tring, Stephanie, Plummer, Sarah J. , Alonso, M. Henar , Anton, Kristen , Aragaki, Aaron K. , Arndt, Volker , Barry, Elizabeth L. , Berndt, Sonja I. , Bloomer, Amanda M. , Boehm, Juergen , Brenner, Hermann , Brezina, Stefanie , Buchanan, Daniel D. , Butterbach, Katja, Caan, Bette J. , Carlson, Christopher S. , Castelao, Jose E. , Chang‐Claude, Jenny , Cheng, Ya‐Wen , Chin, Lee Soo, Church, Timothy R. , Correa, Marcia Cruz, Curtis, Keith R. , Duggan, David , Easton, Douglas F. , English, Dallas R. , Fischer, Rocky, Fritsche, Lars G. , Fuchs, Charles S. , Gago-Domínguez, Manuela , Gala, Manish , Gallinger, Steven , Gauderman, W. James, Giovannucci, Edward L. , Gogarten, Stephanie M. , González‐Villalpando, Clicerio, Gonzalez-Villalpando, Elena M., Greenson, Joel K. , Gsur, Andrea , Gunter, Marc J. , Haiman, Christopher A. , Hampe, Jochen , Harlid, Sophia , Harju, John F., Hayes, Richard B. , Hofer, Philipp , Hoffmeister, Michael , Huang, Shu-Chen, Huerta, José María , Hunter, David J., Idos, Gregory , Jackson, Rebecca D. , Jacobs, Eric J. , Jee, Sun Ha , Jenkins, Mark A. , Jia, Wei-Hua , Jiao, Shuo , Joshi, Amit D. , Kolonel, Laurence N. , Kono, Suminori , Krogh, Vittorio , Küehn, Tilman, Küry, Sébastien , LaCroix, Andrea Z. , Laurie, Cecelia , Lejbkowicz, Flavio, Lemire, Mathieu , Lenz, Heinz‐Josef , Levine, David , Li, Li , Lindor, Noralane M. , Liu, Yun-Ru, Lu, Yingchang , Luh, Frank , Ma, Jing , Mancao, Christoph , Manion, Frank J. , Markowitz, Sanford D. , Martín, Vicente , Matsuo, Keitaro , McDonnell, Kevin , McNeil, Caroline E, Murphy, Neil , Offit, Kenneth, Omichessan, Hanane , Cotoré, Jesús Paredes, Pérez‐Mayoral, Julyann, Rennert, Gad , Rennert, Hedy S., Riggs, Bridget M., Schafmayer, Clemens, Sellers, Thomas A. , Seminara, Daniela, Shibata, David , Siegel, Erin M. , Slattery, Martha L. , Stintzing, Sebastian , Taverna, Darin, Thibodeau, Stephen N. , Thomas, Duncan C. , Trichopoulou, Antonia , Duijnhoven, Fränzel J.B. van , Guelpan, Bethany van, Virtamo, Jarmo, Weinstein, Stephanie J. , Win, Aung Ko , Woods, Michael O. , Wu, Anna H. , Wu, Kana , Xiang, Yong-Bing , Zanke, Brent W., Zeng, Yi-Xin , Zhang, Ben , Zubair, Niha, Figueiredo, Jane C. , Lindblom, Annika , Moreno, Vı́ctor , Peters, Ulrike , Conti, David V. , Gruber, Stephen B. , Kühn, Tilman , Buchanan, Daniel D , Win, Aung K , Rennert, Gad , Hoffmeister, Michael , Arndt, Volker , English, Dallas R , Martín, Vicente , Moreno, Victor , Gunter, Marc J , Jenkins, Mark A , Van Den Berg, David J , Harrison, Tabitha A , Matsuo, Keitaro , Kury, Sebastien , Brenner, Hermann , Gago-Dominguez, Manuela , Hampe, Jochen , Murphy, Neil , Hayes, Richard B , Brezina, Stefanie , Conti, David V , Gong, Jian Feng , Albanes, Demetrius , Amos, Christopher I. , Bezieau, Stéphane , Bien, Stephanie A. , Boutron‐Ruault, Marie‐Christine , Campbell, Peter T. , Chan, Andrew T. , Chanock, Stephen Jacob , Cheng, Iona C. , Church, James M. , Coetzee, Gerhard A. , Cotterchio, Michelle , Feskens, Edith J. M. , FitzGerald, Liesel M. , Fortini, Barbara K. , Giles, Graham G. , Grady, William M. , Hopper, John L. , Hudson, Thomas J , Iwasaki, Motoki , Kooperberg, Charles , Li, Christopher I , Lieb, Wolfgang , Lin, Yi , Liu, Yun‐Ru , Loupakis, Fotios , Matsuda, Koichi , McNeil, Caroline E, Milne, Roger L. , Molina, Antonio José , Mukherjee, Bhramar , Newcomb, Polly A. , Palli, Domenico , Pharoah, Paul D.P. , Potter, John D. , Qu, Conghui , Raskin, Leon , Schoen, Robert E. , Severi, Gianluca , Shi, Wei , Shu, Xiao‐Ou , Southey, Melissa C. , Stadler, Zsofia , Stern, Mariana Carla , Tsugane, Shoichiro , Ulrich, Cornelia M. , Vijai, Joseph , White, Emily E. , Wolk, Alicja , Yen, Yun , Kweon, Sun-Seog , Zheng, Wei , Marchand, Loı̈c Le , Casey, Graham , Church, Timothy R , Caan, Bette J , Lindblom, Annika

JNCI: Journal of the National Cancer Institute | April 30, 2018 | Volume: 111 | Issue: 2 | Pages: 146-157

10.1093/jnci/djy099 Get It

Abstract Background Previous genome-wide association studies (GWAS) have identified 42 loci (P < 5 × 10−8) associated with risk of colorectal cancer (CRC). Expanded consortium efforts facilitating the discovery of additional susceptibility loci may capture unexplained familial risk. Methods We conducted a GWAS in European descent CRC cases and control subjects using a discovery–replication design, followed by examination of novel findings in a multiethnic sample (cumulative n = 163 315). In the discovery stage (36 948 case subjects/30 864 control subjects), we identified genetic variants with a minor allele frequency of 1% or greater associated with risk of CRC using logistic regression followed by a fixed-effects inverse variance weighted meta-analysis. All novel independent variants reaching genome-wide statistical significance (two-sided P < 5 × 10−8) were tested for replication in separate European ancestry samples (12 952 case subjects/48 383 control subjects). Next, we examined the generalizability of discovered variants in East Asians, African Americans, and Hispanics (12 085 case subjects/22 083 control subjects). Finally, we examined the contributions of novel risk variants to familial relative risk and examined the prediction capabilities of a polygenic risk score. All statistical tests were two-sided. Results The discovery GWAS identified 11 variants associated with CRC at P < 5 × 10−8, of which nine (at 4q22.2/5p15.33/5p13.1/6p21.31/6p12.1/10q11.23/12q24.21/16q24.1/20q13.13) independently replicated at a P value of less than .05. Multiethnic follow-up supported the generalizability of discovery findings. These results demonstrated a 14.7% increase in familial relative risk explained by common risk alleles from 10.3% (95% confidence interval [CI] = 7.9% to 13.7%; known variants) to 11.9% (95% CI = 9.2% to 15.5%; known and novel variants). A polygenic risk score identified 4.3% of the population at an odds ratio for developing CRC of at least 2.0. Conclusions This study provides insight into the architecture of common genetic variation contributing to CRC etiology and improves risk prediction for individualized screening.