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Rosty, Christophe

0000-0001-7671-2651

Mayo Clinic

Faculty of Medicine, University of Queensland, Brisbane, QLD, Australia.

Citations 22

Targeted sequencing of established and candidate colorectal cancer genes in the Colon Cancer Family Registry Cohort
(CCFR), Colon Cancer Family Registry, Rosty, Christophe , Lindor, Noralane M. , Gruber, Stephen B. , Buchanan, Daniel D. , Raskin, Leon , (CCFR), Colon Cancer Family Registry, Guo, Yan Ping , Du, Liping , Clendenning, Mark , Buchanan, Daniel D , Rosty, Christophe

Oncotarget | June 21, 2017 | Volume: 8 | Issue: 55 | Pages: 93450-93463

10.18632/oncotarget.18596 Get It

Molecular subtypes of colorectal cancer in relation to disease survival.
Phipps, Amanda I. , Burnett‐Hartman, Andrea N. , Weisenberger, Daniel J. , Rosty, Christophe , Limburg, Paul J. , Baron, John A. , Laird, Peter W. , Sinicrope, Frank A. , Buchanan, Daniel D. , Potter, John D. , Newcomb, Polly A. , Rosty, Christophe

Journal of Clinical Oncology | February 24, 2017 | Volume: 32 | Issue: 3_suppl | Pages: 451-451

10.1200/jco.2014.32.3_suppl.451 Get It

451 Background: Classifications for molecular subtypes of colorectal cancer based on microsatellite instability (MSI), the CpG island methylator phenotype (CIMP), and somatic mutations in BRAFV600E and KRAS have been proposed to reflect distinct pathways of colorectal tumorigenesis. We assessed the relationship between these subtype classifications and colorectal cancer survival in a population-based study. Methods: Tumor-markers were evaluated in incident colorectal cancer cases diagnosed between 1997-2007 in western Washington State. Cases were classified into pathway-based subtypes according to the following tumor-marker combinations: (1) traditional pathway [microsatellite stable / low MSI (MSS/MSI-L), non-CIMP, BRAF-wildtype, KRAS-wildtype, n = 631]; (2) MSI-high serrated (MSI-high, CIMP-positive, BRAF-mutated, KRAS-wildtype, N=100); (3) MSS/MSI-L serrated (MSS/MSI-L, CIMP-positive, BRAF-mutated, KRAS-wildtype, n = 55); (4) alternate pathway (MSS/MSI-L, non-CIMP, BRAF-wildtype, KRAS-mutated, n = 353); and (5) MSI-high familial (MSI-high, non-CIMP, BRAF-wildtype, KRAS-wildtype, n = 50). Multiple-imputation was used to classify tumor-marker status for cases with missing data on one to three markers. Differences in survival across subtypes were assessed through multivariable-adjusted Cox regression. Results: Relative to cases of the predominant traditional pathway subtype, cases with MSS/MSI-L serrated and alternate pathway tumor subtypes experienced statistically significantly worse disease-specific survival [hazard ratio (HR) = 2.25, 95% confidence interval (CI): 1.50-3.36 and HR = 1.39, 95% CI: 1.12-1.71, respectively]; cases with MSI-high familial tumors had the most favorable disease-specific prognosis (HR = 0.28, 95% CI: 0.12-0.64). With respect to overall survival, associations were similar but slightly attenuated. Conclusions: In this large, population-based study, colorectal cancer subtype classifications based on integrated pathways were associated with marked differences in survival, highlighting the significance of molecular heterogeneity in colorectal cancer.
Alcohol Consumption and the Risk of Colorectal Cancer for Mismatch Repair Gene Mutation Carriers
Dashti, S. Ghazaleh , Buchanan, Daniel D. , Jayasekara, Harindra , Ouakrim, Driss Ait , Rosty, Christophe , Winship, Ingrid , Parry, Susan, Haile, Robert W. , Gallinger, Steven , Thibodeau, Stephen N. , Lindor, Noralane M. , Jenkins, Mark A. , Win, Aung Ko , Clendenning, Mark , Macrae, Finlay , Giles, Graham G. , Casey, Graham , Marchand, Loı̈c Le , Newcomb, Polly A. , Potter, John D. , Baron, John A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Jenkins, Mark A , Haile, Robert W , Rosty, Christophe , Winship, Ingrid M , Jayasekara, Harindra

Cancer Epidemiology, Biomarkers & Prevention | November 4, 2016 | Volume: 26 | Issue: 3 | Pages: 366-375

10.1158/1055-9965.epi-16-0496 Get It

Abstract Background: People with germline mutation in one of the DNA mismatch repair (MMR) genes have increased colorectal cancer risk. For these high-risk people, study findings of the relationship between alcohol consumption and colorectal cancer risk have been inconclusive. Methods: 1,925 MMR gene mutations carriers recruited into the Colon Cancer Family Registry who had completed a questionnaire on lifestyle factors were included. Weighted Cox proportional hazard regression models were used to estimate hazard ratios (HR) and 95% confidence intervals (CI) for the association between alcohol consumption and colorectal cancer. Results: Colorectal cancer was diagnosed in 769 carriers (40%) at a mean (SD) age of 42.6 (10.3) years. Compared with abstention, ethanol consumption from any alcoholic beverage up to 14 g/day and >28 g/day was associated with increased colorectal cancer risk (HR, 1.50; 95% CI, 1.09–2.07 and 1.69; 95% CI, 1.07–2.65, respectively; Ptrend = 0.05), and colon cancer risk (HR, 1.78; 95% CI, 1.27–2.49 and 1.94; 95% CI, 1.19–3.18, respectively; Ptrend = 0.02). However, there was no clear evidence for an association with rectal cancer risk. Also, there was no evidence for associations between consumption of individual alcoholic beverage types (beer, wine, spirits) and colorectal, colon, or rectal cancer risk. Conclusions: Our data suggest that alcohol consumption, particularly more than 28 g/day of ethanol (∼2 standard drinks of alcohol in the United States), is associated with increased colorectal cancer risk for MMR gene mutation carriers. Impact: Although these data suggested that alcohol consumption in MMR carriers was associated with increased colorectal cancer risk, there was no evidence of a dose-response, and not all types of alcohol consumption were associated with increased risk. Cancer Epidemiol Biomarkers Prev; 26(3); 366–75. ©2016 AACR.
Prevalence and Penetrance of Major Genes and Polygenes for Colorectal Cancer
Win, Aung Ko , Jenkins, Mark A. , Antoniou, Antonis C. , Buchanan, Daniel D. , Rosty, Christophe , Ahnen, Dennis J. , Thibodeau, Stephen N. , Gallinger, Steven , Haile, Robert W., Zheng, Yingye , Lindor, Noralane M. , MacInnis, Robert J. , Haile, Robert W. , Dowty, James G. , Lee, Andrew , Giles, Graham G. , Clendenning, Mark , Casey, Graham , Marchand, Loı̈c Le , Potter, John D. , Zheng, Yingye , Newcomb, Polly A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Jenkins, Mark A , Haile, Robert W , Maclnnis, Robert , Rosty, Christophe

Cancer Epidemiology, Biomarkers & Prevention | October 31, 2016 | Volume: 26 | Issue: 3 | Pages: 404-412

10.1158/1055-9965.epi-16-0693 Get It

Abstract Background: Although high-risk mutations in identified major susceptibility genes (DNA mismatch repair genes and MUTYH) account for some familial aggregation of colorectal cancer, their population prevalence and the causes of the remaining familial aggregation are not known. Methods: We studied the families of 5,744 colorectal cancer cases (probands) recruited from population cancer registries in the United States, Canada, and Australia and screened probands for mutations in mismatch repair genes and MUTYH. We conducted modified segregation analyses using the cancer history of first-degree relatives, conditional on the proband's age at diagnosis. We estimated the prevalence of mutations in the identified genes, the prevalence of HR for unidentified major gene mutations, and the variance of the residual polygenic component. Results: We estimated that 1 in 279 of the population carry mutations in mismatch repair genes (MLH1 = 1 in 1,946, MSH2 = 1 in 2,841, MSH6 = 1 in 758, PMS2 = 1 in 714), 1 in 45 carry mutations in MUTYH, and 1 in 504 carry mutations associated with an average 31-fold increased risk of colorectal cancer in unidentified major genes. The estimated polygenic variance was reduced by 30% to 50% after allowing for unidentified major genes and decreased from 3.3 for age <40 years to 0.5 for age ≥70 years (equivalent to sibling relative risks of 5.1 to 1.3, respectively). Conclusions: Unidentified major genes might explain one third to one half of the missing heritability of colorectal cancer. Impact: Our findings could aid gene discovery and development of better colorectal cancer risk prediction models. Cancer Epidemiol Biomarkers Prev; 26(3); 404–12. ©2016 AACR.
Tumor testing to identify lynch syndrome in two Australian colorectal cancer cohorts
Buchanan, Daniel D. , Rosty, Christophe , Eriksen, Stine V , Walsh, Michael D. , Walters, Rhiannon, Thibodeau, Stephen N. , Stewart, Jenna R., Preston, Susan , Win, Aung Ko , Ouakrim, Driss Ait , Boussioutas, Alex , Winship, Ingrid , Southey, Melissa C. , English, Dallas R. , Jenkins, Mark A. , investigators, on behalf of the Melbourne Collaborative Cohort Study and the Australasian Colorectal Cancer Family Registry Cohort, Clendenning, Mark , Flander, Louisa Beyer , Macrae, Finlay , Giles, Graham G. , Hopper, John L. , investigators, on behalf of the Melbourne Collaborative Cohort Study and the Australasian Colorectal Cancer Family Registry Cohort, Buchanan, Daniel D , Win, Aung K , Southey, Melissa C , English, Dallas R , Jenkins, Mark A , Rosty, Christophe , Winship, Ingrid M

Journal of Gastroenterology and Hepatology | June 6, 2016 | Volume: 32 | Issue: 2 | Pages: 427-438

10.1111/jgh.13468 Get It

AbstractBackground and AimTumor testing of colorectal cancers (CRC) for mismatch repair (MMR) deficiency is an effective approach to identify carriers of germline MMR gene mutation (Lynch syndrome). The aim of this study was to identify MMR gene mutation carriers in two cohorts of population‐based CRC utilizing a combination of tumor and germline testing approaches.MethodsColorectal cancers from 813 patients diagnosed with CRC < 60 years of age from the Australasian Colorectal Cancer Family Registry (ACCFR) and from 826 patients from the Melbourne Collaborative Cohort Study (MCCS) were tested for MMR protein expression using immunohistochemistry, microsatellite instability (MSI), BRAFV600E somatic mutation, and for MLH1 methylation. MMR gene mutation testing (Sanger sequencing and Multiplex Ligation Dependent Probe Amplification) was performed on germline DNA of patients with MMR‐deficient tumors and a subset of MMR‐proficient CRCs.ResultsOf the 813 ACCFR probands, 90 probands demonstrated tumor MMR deficiency (11.1%), and 42 had a MMR gene germline mutation (5.2%). For the MCCS, MMR deficiency was identified in the tumors of 103 probands (12.5%) and seven had a germline mutation (0.8%). All the mutation carriers were diagnosed prior to 70 years of age. Probands with a MMR‐deficient CRC without MLH1 methylation and a gene mutation were considered Lynch‐like and comprised 41.1% and 25.2% of the MMR‐deficient CRCs for the ACCFR and MCCS, respectively.ConclusionsIdentification of MMR gene mutation carriers in Australian CRC‐affected patients is optimized by immunohistochemistry screening of CRC diagnosed before 70 years of age. A significant proportion of MMR‐deficient CRCs will have unknown etiology (Lynch‐like) proving problematic for clinical management.
Risk of extracolonic cancers for people with biallelic and monoallelic mutations in MUTYH
Win, Aung Ko , Reece, Jeanette C. , Buchanan, Daniel D. , Rosty, Christophe , Southey, Melissa C. , Young, Joanne , Cleary, Sean P. , Kim, Hyeja, Tucker, Katherine , Burnett, Terrilea, Haile, Robert W. , Thibodeau, Stephen N. , Gallinger, Steven , Winship, Ingrid , Lindor, Noralane M. , Jenkins, Mark A. , Tucker, Kathy , Dowty, James G. , Clendenning, Mark , Cotterchio, Michelle , Macrae, Finlay , Baron, John A. , Marchand, Loı̈c Le , Casey, Graham , Newcomb, Polly A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Southey, Melissa C , Jenkins, Mark A , Haile, Robert W , Rosty, Christophe , Winship, Ingrid M , Cleary, Sean P

International Journal of Cancer | May 19, 2016 | Volume: 139 | Issue: 7 | Pages: 1557-1563

10.1002/ijc.30197 Get It

Germline mutations in the DNA base excision repair gene MUTYH are known to increase a carrier's risk of colorectal cancer. However, the risks of other (extracolonic) cancers for MUTYH mutation carriers are not well defined. We identified 266 probands (91% Caucasians) with a MUTYH mutation (41 biallelic and 225 monoallelic) from the Colon Cancer Family Registry. Mutation status, sex, age and histories of cancer from their 1,903 first‐ and 3,255 second‐degree relatives were analyzed using modified segregation analysis conditioned on the ascertainment criteria. Compared with incidences for the general population, hazard ratios (HRs) (95% confidence intervals [CIs]) for biallelic MUTYH mutation carriers were: urinary bladder cancer 19 (3.7–97) and ovarian cancer 17 (2.4–115). The HRs (95% CI) for monoallelic MUTYH mutation carriers were: gastric cancer 9.3 (6.7–13); hepatobiliary cancer 4.5 (2.7–7.5); endometrial cancer 2.1 (1.1–3.9) and breast cancer 1.4 (1.0–2.0). There was no evidence for an increased risk of cancers at the other sites examined (brain, pancreas, kidney or prostate). Based on the USA population incidences, the estimated cumulative risks (95% CI) to age 70 years for biallelic mutation carriers were: bladder cancer 25% (5–77%) for males and 8% (2–33%) for females and ovarian cancer 14% (2–65%). The cumulative risks (95% CI) for monoallelic mutation carriers were: gastric cancer 5% (4–7%) for males and 2.3% (1.7–3.3%) for females; hepatobiliary cancer 3% (2–5%) for males and 1.4% (0.8–2.3%) for females; endometrial cancer 3% (2%–6%) and breast cancer 11% (8–16%). These unbiased estimates of both relative and absolute risks of extracolonic cancers for people, mostly Caucasians, with MUTYH mutations will be important for their clinical management.
Risk factors for metachronous colorectal cancer following a primary colorectal cancer: A prospective cohort study
Jayasekara, Harindra , Reece, Jeanette C. , Buchanan, Daniel D. , Rosty, Christophe , Dashti, S. Ghazaleh , Ouakrim, Driss Ait , Winship, Ingrid , Boussioutas, Alex , Giles, Graham G. , Ahnen, Dennis J. , Lowery, Jan T. , Haile, Robert W. , Gallinger, Steven, Lindor, Noralane M. , Parry, Susan, Jenkins, Mark A. , Win, Aung Ko , Macrae, Finlay , Casey, Graham , Marchand, Loı̈c Le , Newcomb, Polly A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Giles, Graham G , Jenkins, Mark A , Haile, Robert W , Rosty, Christophe , Winship, Ingrid M , Jayasekara, Harindra

International Journal of Cancer | April 21, 2016 | Volume: 139 | Issue: 5 | Pages: 1081-1090

10.1002/ijc.30153 Get It

Individuals diagnosed with colorectal cancer (CRC) are at risk of developing a metachronous CRC. We examined the associations between personal, tumour‐related and lifestyle risk factors, and risk of metachronous CRC. A total of 7,863 participants with incident colon or rectal cancer who were recruited in the USA, Canada and Australia to the Colon Cancer Family Registry during 1997‐2012, except those identified as high‐risk, for example, Lynch syndrome, were followed up approximately every 5 years. We estimated the risk of metachronous CRC, defined as the first new primary CRC following an interval of at least one year after the initial CRC diagnosis. Observation time started at the age at diagnosis of the initial CRC and ended at the age at diagnosis of the metachronous CRC, last contact or death whichever occurred earliest, or were censored at the age at diagnosis of any metachronous colorectal adenoma. Cox regression was used to derive hazard ratios (HRs) and 95% confidence intervals (CIs). During a mean follow‐up of 6.6 years, 142 (1.81%) metachronous CRCs were diagnosed (mean age at diagnosis 59.8; incidence 2.7/1,000 person‐years). An increased risk of metachronous CRC was associated with the presence of a synchronous CRC (HR = 2.73; 95% CI: 1.30–5.72) and the location of cancer in the proximal colon at initial diagnosis (compared with distal colon or rectum, HR = 4.16; 95% CI: 2.80–6.18). The presence of a synchronous CRC and the location of the initial CRC might be useful for deciding the intensity of surveillance colonoscopy for individuals diagnosed with CRC.
Clinicopathologic Risk Factor Distributions for MLH1 Promoter Region Methylation in CIMP-Positive Tumors
Levine, A. Joan, Phipps, Amanda I. , Buchanan, Daniel D. , Ahnen, Dennis J. , Lindor, Noralane M. , Rosty, Christophe , Haile, Robert W. , Weisenberger, Daniel J. , Baron, John A. , Cohen, Stacey A. , Newcomb, Polly A. , Laird, Peter W. , Buchanan, Daniel D , Haile, Robert W , Rosty, Christophe

Cancer Epidemiology, Biomarkers & Prevention | October 28, 2015 | Volume: 25 | Issue: 1 | Pages: 68-75

10.1158/1055-9965.epi-15-0935 Get It

Abstract Background: The CpG island methylator phenotype (CIMP) is a major molecular pathway in colorectal cancer. Approximately 25% to 60% of CIMP tumors are microsatellite unstable (MSI-H) due to DNA hypermethylation of the MLH1 gene promoter. Our aim was to determine if the distributions of clinicopathologic factors in CIMP-positive tumors with MLH1 DNA methylation differed from those in CIMP-positive tumors without DNA methylation of MLH1. Methods: We assessed the associations between age, sex, tumor-site, MSI status BRAF and KRAS mutations, and family colorectal cancer history with MLH1 methylation status in a large population-based sample of CIMP-positive colorectal cancers defined by a 5-marker panel using unconditional logistic regression to assess the odds of MLH1 methylation by study variables. Results: Subjects with CIMP-positive tumors without MLH1 methylation were significantly younger, more likely to be male, and more likely to have distal colon or rectal primaries and the MSI-L phenotype. CIMP-positive MLH1-unmethylated tumors were significantly less likely than CIMP-positive MLH1-methylated tumors to harbor a BRAF V600E mutation and significantly more likely to harbor a KRAS mutation. MLH1 methylation was associated with significantly better overall survival (HR, 0.50; 95% confidence interval, 0.31–0.82). Conclusions: These data suggest that MLH1 methylation in CIMP-positive tumors is not a completely random event and implies that there are environmental or genetic determinants that modify the probability that MLH1 will become methylated during CIMP pathogenesis. Impact: MLH1 DNA methylation status should be taken into account in etiologic studies. Cancer Epidemiol Biomarkers Prev; 25(1); 68–75. ©2015 AACR.
Association of the Colorectal CpG Island Methylator Phenotype with Molecular Features, Risk Factors, and Family History
Weisenberger, Daniel J. , Levine, A. Joan, Long, Tiffany I. , Buchanan, Daniel D. , Walters, Rhiannon, Rosty, Christophe , Joshi, Amit D. , Lindor, Noralane M. , Daftary, Darshana, Gallinger, Steven , Selander, Teresa, Bapat, Bharati , Ahnen, Dennis J. , Haile, Robert W. , Young, Joanne , Haile, Robert W. , Clendenning, Mark , Stern, Mariana Carla , Marchand, Loı̈c Le , Newcomb, Polly A. , Campbell, Peter T. , Casey, Graham , Baron, John A. , Hopper, John L. , Laird, Peter W. , Siegmund, Kimberly D. , Buchanan, Daniel D , Haile, Robert W , Rosty, Christophe

Cancer Epidemiology, Biomarkers & Prevention | January 13, 2015 | Volume: 24 | Issue: 3 | Pages: 512-519

10.1158/1055-9965.epi-14-1161 Get It

Abstract Background: The CpG island methylator phenotype (CIMP) represents a subset of colorectal cancers characterized by widespread aberrant DNA hypermethylation at select CpG islands. The risk factors and environmental exposures contributing to etiologic heterogeneity between CIMP and non-CIMP tumors are not known. Methods: We measured the CIMP status of 3,119 primary population-based colorectal cancer tumors from the multinational Colon Cancer Family Registry. Etiologic heterogeneity was assessed by a case–case study comparing risk factor frequency of colorectal cancer cases with CIMP and non-CIMP tumors using logistic regression to estimate the case–case odds ratio (ccOR). Results: We found associations between tumor CIMP status and MSI-H (ccOR = 7.6), BRAF V600E mutation (ccOR = 59.8), proximal tumor site (ccOR = 9; all P &lt; 0.0001), female sex [ccOR = 1.8; 95% confidence interval (CI), 1.5–2.1], older age (ccOR = 4.0 comparing over 70 years vs. under 50; 95% CI, 3.0–5.5), and family history of CRC (ccOR = 0.6; 95% CI, 0.5–0.7). While use of NSAIDs varied by tumor CIMP status for both males and females (P = 0.0001 and P = 0.02, respectively), use of multivitamin or calcium supplements did not. Only for female colorectal cancer was CIMP status associated with increased pack-years of smoking (Ptrend &lt; 0.001) and body mass index (BMI; Ptrend = 0.03). Conclusions: The frequency of several colorectal cancer risk factors varied by CIMP status, and the associations of smoking and obesity with tumor subtype were evident only for females. Impact: Differences in the associations of a unique DNA methylation–based subgroup of colorectal cancer with important lifestyle and environmental exposures increase understanding of the molecular pathologic epidemiology of this heavily methylated subset of colorectal cancer. Cancer Epidemiol Biomarkers Prev; 24(3); 512–9. ©2015 AACR.
Role of tumour molecular and pathology features to estimate colorectal cancer risk for first-degree relatives
Win, Aung Ko , Buchanan, Daniel D. , Rosty, Christophe , MacInnis, Robert J. , Dowty, James G. , Dite, Gillian S. , Giles, Graham G. , Southey, Melissa C. , Young, Joanne , Walsh, Michael D. , Walters, Rhiannon, Boussioutas, Alex , Smyrk, Thomas C. , Thibodeau, Stephen N. , Potter, John D. , Marchand, Loı̈c Le, Haile, Robert W. , Gallinger, Steven, Lindor, Noralane M. , Ahnen, Dennis J. , Jenkins, Mark A. , Clendenning, Mark , Baron, John A. , Newcomb, Polly A. , Hopper, John L. , Buchanan, Daniel D , Win, Aung K , Giles, Graham G , Southey, Melissa C , Jenkins, Mark A , Haile, Robert W , Maclnnis, Robert , Potter, John D , Rosty, Christophe

Gut | March 11, 2014 | Volume: 64 | Issue: 1 | Pages: 101-110

10.1136/gutjnl-2013-306567 Get It

Objective To estimate risk of colorectal cancer (CRC) for first-degree relatives of CRC cases based on CRC molecular subtypes and tumour pathology features. Design We studied a cohort of 33 496 first-degree relatives of 4853 incident invasive CRC cases (probands) who were recruited to the Colon Cancer Family Registry through population cancer registries in the USA, Canada and Australia. We categorised the first-degree relatives into four groups: 28 156 of 4095 mismatch repair (MMR)-proficient probands, 2302 of 301 MMR-deficient non-Lynch syndrome probands, 1799 of 271 suspected Lynch syndrome probands and 1239 of 186 Lynch syndrome probands. We compared CRC risk for first-degree relatives stratified by the absence or presence of specific tumour molecular pathology features in probands across each of these four groups and for all groups combined. Results Compared with first-degree relatives of MMR-proficient CRC cases, a higher risk of CRC was estimated for first-degree relatives of CRC cases with suspected Lynch syndrome (HR 2.06, 95% CI 1.59 to 2.67) and with Lynch syndrome (HR 5.37, 95% CI 4.16 to 6.94), but not with MMR-deficient non-Lynch syndrome (HR 1.04, 95% CI 0.82 to 1.31). A greater risk of CRC was estimated for first-degree relatives if CRC cases were diagnosed before age 50 years, had proximal colon cancer or if their tumours had any of the following: expanding tumour margin, peritumoral lymphocytes, tumour-infiltrating lymphocytes or synchronous CRC. Conclusions Molecular pathology features are potentially useful to refine screening recommendations for first-degree relatives of CRC cases and to identify which cases are more likely to be caused by genetic or other familial factors.