Browse results: By Gene Information


(Click on respective Gene ID or Gene Symbol for more information)

Gene ID Gene Symbol Pubmed ID Stage Source
10 NAT2 9528834Dukes' Stage A,B,CEdinburgh Royal Infirmary, Edinburgh, UK; Western General Hospital, Edinburgh, UK; St Johns Hospital, Livingstone, UK.
10 NAT2 21188325Dukes' stage B,C,D3rd Surgical Clinic of Cluj-Napoca
12 SERPINA3 22866096TNM Stage I,II,III,IVDepartment of Surgery, Ryhov County Hospital, Jnkping, Sweden
47 ACLY 25890184TNM Stage III,IV-
87 ACTN1 22188913TNM Stage I,II Peking Union Medical College Hospital
95 ACY1 23317546TNM Stage III,IV-
95 ACY1 21843667TNM Stage III,IV-
108 ADCY2 25815774TNM Stage IVMetastatic colorectal cancer patients from the CAIRO trial.
115 ADCY9 24172857TNM Stage IVUniversity of California San Francisco (UCSF).
123 PLIN2 21828233TNM Stage I,II,IIINational Cancer Center Hospital (NCCH; Tokyo), Osaka National Hospital (ONH; Osaka), Jichi Medical School Hospital (JMS; Shimotsuke), Osaka Medical Center for Cancer and Cardiovascular Diseases (Osaka), Tokyo Medical University Hospital (TMUH; Tokyo), Osaka Medical College Hospital (OMC; Osaka), and Fukuoka University Hospital (Fukuoka)
125 ADH1B 24599561TNM Stage I,II,III,IVBlokhin cancer research center,Russinan academy of medical sciences and medical center of central bank of Russian federation, Moscow.
133 ADM 23634287TNM Stage III,IV-
142 PARP1 25268610TNM Stage I,II,III,IVUniversity of So Francisco.
189 AGXT 26261061TNM Stage IV-
208 AKT2 19075230TNM Stage IVM. D. Anderson Cancer Center, Houston, TX, ATCC
216 ALDH1A1 22670157TNM Stage I,II,III,IVTissue Micro Array (TMA) with corresponding survival and clinicopathological data (catalog number C0951, US Biomax, Rockville,MD, USA)
216 ALDH1A1 22878609TNM Stage I,II,III,IV-
238 ALK 26172300Stage I, II, III,IVSamsung Medical Center, Seoul, Korea .
238 ALK 24691006TNM Stage IVFondazione IRCCS Istituto Nazionale dei Tumori.
240 ALOX5 18927292TNM Stage I,II,III,IVNorthwestern Memorial Hospital, Chicago, Illinois, American Type Culture Collection.
240 ALOX5 24062003TNM Stage I,II,III,IV-
284 ANGPT1 22496856TNM Stage I,II,III,IVDepartments of General Surgery in the Xijing Hospital and the Tangdu Hospital
301 ANXA1 19737943TNM Stage I,II,III,IVUniversity of Maryland Medical Center or Baltimore Veterans Administration Medical Center, Queen Mary Hospital in Hong Kong.
301 ANXA1 18071363Dukes' Stage C Aberdeen colorectal tumour bank
302 ANXA2 11745218TNM Stage I,II,III,IVATCC, Nara Medical University.
302 ANXA2 18071363Dukes' Stage CAberdeen colorectal tumour bank.
306 ANXA3 16733264Dukes' Stage A,B,CTissue Bank Network of the CNIO in collaboration with the following hospitals in Spain: Virgen de la Salud (Toledo), Cartagena (Murcia), Puerta de Hierro (Madrid), Clnico de San Carlos (Madrid), Ram?n y Cajal (Madrid), and Alcorcn (Madrid).
306 ANXA3 19795455TNM Stage I,II,III,IVGreater Toronto Area and surrounding region and also in the United States.
311 ANXA11 18071363Dukes' Stage CAberdeen colorectal tumour bank.
316 AOX1 21400501TNM Stage I,II,III,IV-
317 APAF1 22481083TNM Stage II,III-
324 APC 23085758TNM Stage I,II,III,IVRoyal Melbourne Hospital, Western Hospital Footscray, Prince of Wales Hospital Sydney, and Royal Adelaide Hospital, Australia.
324 APC 23255887TNM Stage I,II,III,IVDepartment of Surgery, Ryhov County Hospital, Sweden and the Department of Pathology, National Cancer Hospital (Tamhiep, Hanoi, Vietnam).
328 APEX1 23430444Dukes' Stage I-IV Cancer hospital and the second afiliated Hospital of Harbin Medical University.
328 APEX1 25268610TNM Stage I,II,III,IV-
332 BIRC5 23405201TNM Stage I,II,III,IVTsuchiya General Hospital in Hiroshima.
332 BIRC5 24338523TNM Stage I,II,III,IV-
338 APOB 25024621TNM Stage I,II,III,IVDepartment of Anus and Intestine Surgery, Provincial Cancer Hospital of Shanxi Province.
343 AQP8 11231887Dukes' stage BUme hospital
355 FAS 22199270TNM Stage I,II,III,IV-
358 AQP1 24649276TNM Stage II,III-
366 AQP9 23612070TNM stage III -
367 AR 25637315TNM Stage I,II,IIIThe Second Affiliated Hospital of Harbin Medical University (the second AHMU), Third Affiliated Hospital of Harbin Medical University (the third AHMU) in Heilongjiang Province northeast China, and Affiliated Hospital of Inner Mongolia Medical University in Inner Mongolia Autonomous Region in northwest China.
367 AR 19062046TNM Stage I,III,IVColon and Rectal Surgery Lady Davis Institute for Medical Research General Hospital McGill University Montreal Quebec Canada. Department of Human Genetics, Department of Medicine McGill University,Montreal Quebec Canada and Department of Medical and Surgical Sciences University of Brescia School of Medicine Brescia, Italy.
388 RHOB 22968445TNM Stage IIDepartment of Pathology of Wroc$aw Medical University
405 ARNT 25839165TNM Stage I,II,III,IVNational Cheng Kung University Hospital.
466 ATF1 22631637TNM Stage I,II,III,IVAffiliated Cancer Hospital of Zhengzhou University.
472 ATM 23154512TNM Stage II,IIIVioxx in Colorectal Cancer study (VICTOR).
576 BAI2 19034969AJCC Stage I,II,III,IVAsan Medical Center (Seoul, Korea).
580 BARD1 22814582TNM Stage I,II,III,IVGerman patient
595 CCND1 21036743TNM Stage IV-
596 BCL2 17192048TNM Stage II-
604 BCL6 25973304TNM Stage I,II,III,IV AJCC and Paiteint sample from Chinese PLA General Hospital.
607 BCL9 17129358TNM Stage I,II,IIIGunma University and Maebashi Red Cross Hospitals, Japan.
608 TNFRSF17 22108903TNM Stage I,II,III,IVBiobank of Wonkwang University Hospital Korea.
613 BCR 17196995TNM Stage I,II,III,IV Roswell Park Cancer Institute
634 CEACAM1 21413011TNM Stage I,II,III,IVWakayama Medical University Hospital (WMUH).
634 CEACAM1 20524097Dukes' Stage A,B,C,D-
634 CEACAM1 23170281TNM Stage I,II-
643 CXCR5 25726157TNM Stage I,II,III,IVWuxi 4th People's Hospital Jiangsu.
643 CXCR5 25010623TNM Stage III,IV-
648 BMI1 25054051TNM Stage IVDepartment of Surgery, Queen Mary Hospital, The University of Hong Kong
654 BMP6 25227796TNM Stage I,II,III,IV Songklanagarind Hospital .
659 BMPR2 26247575TNM Stage I,II,III,IV-
682 BSG 22782346TNM Stage III-
689 BTF3 23532689TNM Stage III,IV-
735 C9 21199170TNM Stage II,III-
759 CA1 22996014TNM Stage I,II,III,IVXiangya hospitals of Central South University, Changsha, China.
821 CANX 18678097Clinical stage II, III -
840 CASP7 22500158TNM Stage I,II,III,IVKyungpook NationalUniversityHospital(Daegu,Korea).
843 CASP10 21559821TNM Stage IIWest China Hopital Chengdu China
847 CAT 22998821TNM Stage I,II,III,IVFirst Affiliated Hospital and the Third Affiliated Hospital of Harbin Medical University.
867 CBL 24525700TNM Stage I,II,III,IV Fundacion Jimenez Diaz Biobank (BFJD, Madrid).
867 CBL 25675408TNM Stage I,II,III,IV-
891 CCNB1 25962181TNM Stage I,II,III,IV Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University (Hangzhou, China).
894 CCND2 16012517TNM Stage I,II,III,IV Soroka Medical Center.
896 CCND3 16012517TNM Stage I,II,III,IV Soroka Medical Center.
896 CCND3 9885380Dukes' Stage A,B,C,D-
900 CCNG1 14592662TNM Stage I,II,III,IVPathology Department of Norris Cancer Center/University of Southern California.
929 CD14 21633598TNM Stage I,II,III,IVHan Chinese in a case-control study.
940 CD28 20140740TNM Stage I,II,IIIDepartment of surgery, Paik Hospital,Inje University Korea.
983 CDK1 25511643TNM Stage I,II,III,IVChanghua Christian Hospital.
995 CDC25C 17848589Dukes' Stage A,B,C,DTumor Bank Network established at the Centro Nacional de Investigaciones Oncol?gicas (CNIO).
999 CDH1 19908344TNM Stage I,II,III,IVAffiliated Drum Tower Hospital of Nanjing University Medical School, China.
999 CDH1 19569232TNM Stage I National Study of Colorectal Cancer Genetics (NSCCG).
1012 CDH13 22132162TNM Stage I,II,III,IVM.D. Anderson Cancer Center (n =64) or at the Showa University Hospital (n =15).
1012 CDH13 14997203TNM Stage I,II,III Nagoya University School of Medicine from Japanese colorectal cancer patients.
1012 CDH13 15793636TNM Stage I,II,III,IV-
1012 CDH13 17201142TNM Stage I,II,III,IV-
1012 CDH13 21796503TNM Stage I,II,III,IV-
1015 CDH17 23326130TNM Stage I,II,III,IVFirst Affiliated Hospital of Zhengzhou University were included in this study.
1017 CDK2 9664116TNM Stage I,II,III,IV-
1019 CDK4 16108056TNM Stage I,II,III,IVpathology archives at University Hospitals of Cleveland.
1019 CDK4 14562378TNM Stage I,II,III,IVAcademic Department of Pathology, St. Marks Hospital, London, UK and Department of Pathology, the former West China University of Medical Sciences, China.
1026 CDKN1A 16850502TNM Stage I,II,III,IV-
1026 CDKN1A 21637966TNM Stage I,II,III,IV-
1027 CDKN1B 19276255TNM Stage I,II,III,IVNorth Central CancerTreatment Group, National Cancer Institute of Canada Clinical Trials Group, Eastern Cooperative Oncology Group, Southwest Oncology Group, and National Cancer Institute Cancer Trials Support Unit.
1027 CDKN1B 19082479TNM Stage I,II,III,IVMaggiore Hospital in Novara.
1027 CDKN1B 21637966TNM Stage I,II,III,IV-
1029 CDKN2A 11861396TNM Stage I,II,III,IV-
1058 CENPA 12839935Dukes' Stage B,C,D-
1087 CEACAM7 20004437TNM Stage I,II,III,IV-
1116 CHI3L1 22056877TNM Stage I,II,III,IVKyoto University Hospital
1116 CHI3L1 24996799TNM Stage I,II,III,IV-
1152 CKB 16424007TNM Stage I,II,III,IVEarly Detection Research Network of the University of Pittsburgh Medical Center.
1236 CCR7 26179425TNM Stage I,II,III-
1266 CNN3 24934327Dukes' Stage A,B,C-
1278 COL1A2 19401702TNM Stage I,II,IVIrish caucasians patients
1284 COL4A2 24485021Dukes' Stage A,B,C,DAdelaide, South Australia.
1287 COL4A5 16507901Dukes' Stage A,B,CKumamoto University School of Medicine.
1288 COL4A6 16507901Dukes' Stage A,B,CKumamoto University School of Medicine.
1316 KLF6 16856969TNM Stage II,III,IVDepartments of Pathology and Pediatrics, College of Medicine, The Catholic University of Korea, Seoul, Korea.
1316 KLF6 16610031Dukes' Stage A,B,C,D Teaching hospital in Seoul, Republic of Korea
1364 CLDN4 17496431TNM Stage I,II,III,IV-
1366 CLDN7 24479816TNM Stage I,II,III,IV-
1381 CRABP1 22655257TNM Stage I,II,III,IV Institute of Pathology, University Hospital of Basel, the Institute of Clinical Pathology, Basel, Switzerland, and the Institute of Pathology, Stadtspital Triemli, Z?rich, Switzerland.
1381 CRABP1 17167179TNM Stage I,II,III,IV-
1381 CRABP1 23034738TNM Stage II,III-
1401 CRP 23985781TNM Stage I,II,III,IV-
1401 CRP 24817059TNM Stage IV-
1407 CRY1 23626715TNM Stage I,II,III,IVCancer Center of Sun Yat-sun University
1434 CSE1L 23369209TNM Stage I,II,III,IVTaipei Medical University Hospital, Taipei, Taiwan.
1434 CSE1L 20150437TNM Stage I,II,III,IV Changhua Christian Hospital, Taiwan. and the American Type Culture Collection (Manassas, VA).
1434 CSE1L 18059182TNM Stage I,II,III,IV-
1441 CSF3R 15879049Stage IVDepartment of general surgery of Jinling Hospital in Nanjing, China.
1441 CSF3R 24574781TNM Stage I,II,III,IV Hospital of Nanjing Medical University (Nanjing, China).
1465 CSRP1 19187582TNM Stage I,II,III,IVCancer Tissue Bank at the First People Hospital. affiliated to Shanghai Jiaotong University of China.
1495 CTNNA1 12218077TNM Stage I,II,III-
1495 CTNNA1 9216695TNM Stage I,II,III,IV-
1495 CTNNA1 9624037TNM Stage I,II,III,IV-
1499 CTNNB1 16289386TNM Stage I,II,III-
1512 CTSH 10755408Dukes' Stage A,B,C,DMallory Institute of Pathology or through the Cooperative Human Tissue Network (CHTN), with cancer samples and normal mucosa obtained from each patient.
1545 CYP1B1 16289386TNM Stage I,II,III-
1548 CYP2A6 17683511TNM Stage I,II,III,IV-
1571 CYP2E1 22155602TNM Stage I,II,IIIDepartment of General Surgery, Sher-I-Kashmir Institute of Medical Sciences, Kashmir.
1576 CYP3A4 12237780TNM Stage I,II,IIIDepartment of Pathology of Wroc$aw Medical University.
1630 DCC 19329758TNM Stage I,II,III,IVDepartment of Pathology of the Maastricht University Medical Center.
1630 DCC 22879877TNM Stage I,II,III,IVAfrican-American patients undergoing colonoscopy at Howard University Hospital.
1630 DCC 19242752TNM Stage I,II,III,IV-
1634 DCN 18830193TNM Stage I,II,III,IVDepartment of Gastrointestinal and General Surgery of Wroclaw Medical University
1644 DDC 20424616Dukes' Stage A,B-
1786 DNMT1 25107489TNM Stage I,II,III,IVGolestan Research Center of Gastroenterology and Hepatology-GRCGH, Golestan University of Medical Sciences, Gorgan, Iran.
1800 DPEP1 15145522TNM Stage I,II,III,IVThe Queen Elizabeth Hospital.
1800 DPEP1 22968445Dukes' Stage A,B,C,DDepartment of Pathology of Wrocaw Medical University.
1800 DPEP1 20824289TNM Stage I,II,III,IV-
1806 DPYD 26281864TNM Stage I,II,III,IV-
1811 SLC26A3 23098991TNM Stage I,II,III,IVHelsinki University Central Hospital and at Turku University Central Hospital.
1811 SLC26A3 22968445Dukes' Stage A,B,C,DDepartment of Pathology of Wrocaw Medical University.
1824 DSC2 22438068UICC Stage II,III -
1854 DUT 19052026TNM Stage IVDepartment of Surgery of Kurume University
1855 DVL1 24129181TNM Stage I,II,IIIKaohsiung University Hospital
1890 TYMP 25202077TNM Stage I,II,III,IV-
1892 ECHS1 25279201TNM Stage I,II,III,IV Chenggong Hospital Affiliated to Xiamen University.
1894 ECT2 26211594TNM Stage I,II,III,IV Ren Ji Hospital, School of Medicine, Shanghai Jiao Tong University
1942 EFNA1 14965363TNM Stage I,II,III,IV-
1958 EGR1 21436631TNM Stage I,II,III,IV-
1969 EPHA2 21852108TNM Stage I,II,III,IV Princess Alexandra Hospital tissue bank and the Royal Brisbane Hospital (Brisbane, Australia).
1969 EPHA2 14965363TNM Stage I,II Hamamatsu University Schoolof Medicine.
1969 EPHA2 14767510TNM Stage I,II,III-
1969 EPHA2 19934926TNM Stage I,II,III,IV-
1969 EPHA2 24050852TNM Stage I,II,III,IV-
1999 ELF3 22993316Dukes' Stage A,B,C,D-
2006 ELN 24752087Stage IIIInstitute of General Surgery, Department of General Surgery, General Hospital of PLA, Beijing 100853, China.
2012 EMP1 24744589TNM Stage I,II,III,IV-
2017 CTTN 20532661TNM Stage II,III-
2033 EP300 23759652TNM Stage I,II,III,IV Korean Patient
2034 EPAS1 22848255TNM Stage I,II,III,IVDepartment of Medical Oncology, University Hospital Puerta de Hierro Majadahonda, E-28222 Madrid, Spain.
2034 EPAS1 24825851TNM Stage I,II,IIIDepartment of General and Colorectal Surgery, Poznan University of Medical Sciences, Poland.
2041 EPHA1 19277044Stage I, II, III,IV-
2041 EPHA1 19011600Stage I, II, III,IV-
2042 EPHA3 20027224TNM Stage I,II,III,IV-
2044 EPHA5 21438024TNM Stage I,II,III,IV-
2045 EPHA7 16007213TNM Stage I,II,III,IV Hamamatsu University School of Medicine in Japan.
2047 EPHB1 18931529TNM Stage I,II,III,IVNanjing Jinling Hospital.
2048 EPHB2 24151532TNM Stage I,II,III,IV Capital Health district of Nova Scotia.
2059 EPS8 19648079Dukes' stage B,C,D-
2059 EPS8 22876043TNM Stage I,II,III,IV-
2064 ERBB2 22200761TNM Stage I,II,III,IV-
2064 ERBB2 24819100TNM Stage I,II,III,IV-
2064 ERBB2 23985256TNM Stage IV-
2065 ERBB3 19443355TNM Stage I,II,III,IVDepartment of Clinical Pathology, University Hospital, Ume, Sweden.
2065 ERBB3 22895193TNM Stage I,II,III,IV-
2065 ERBB3 9712416TNM Stage I,II,III,IV-
2070 EYA4 23862763TNM Stage I-
2073 ERCC5 23626689TNM Stage I,II,III,IVNewfoundland Colorectal Cancer Registry (NFCCR)
2099 ESR1 25970543TNM Stage II,IIILoannina University Hospital, Papageorgiou� Hospital, University Hospital of Patras, Henry Dunant� Hospital, Agii AnargiriCancer Hospital, Alexandra� Hospital, Sotiria Hospital, Attikon Hospital.
2113 ETS1 19499154Dukes' stage A,B,C,DGastrointestinal Surgery Department in Xiangya Hospital, the Second Affiliated Hospital and the Third Affiliated Hospital (Changsha, China),
2118 ETV4 15695237TNM Stage I,II-
2146 EZH2 20480530TNM Stage I,II,III,IVBeijing People Hospital.
2146 EZH2 19773751TNM Stage II,III-
2146 EZH2 21926398TNM Stage IV-
2168 FABP1 15958538TNM Stage IV-
2170 FABP3 21531130TNM Stage I,II,III,IVJapanees patients
2172 FABP6 16951225Dukes' Stage A,B,C Kyushu University Hospital in Beppu, Japan.
2177 FANCD2 20339950TNM Stage I,II,III,IV Kyushu University at Beppu.
2194 FASN 19491830TNM Stage I,II,III,IV-
2200 FBN1 23963856TNM Stage I,II,III,IV-
2201 FBN2 22238052TNM Stage I,II,IIIDepartment of Pathology, Johns Hopkins University
2250 FGF5 24485021Dukes' Stage A,B,C,DBioserve Biotechnologies
2253 FGF8 25473897TNM Stage I,II,III,IVSichuan Provincial People�s Hospital (Chengdu, China).
2260 FGFR1 24135816TNM Stage I,II,III-
2272 FHIT 24370550Dukes' Stage A,B,CCroatian Tumor Bank
2272 FHIT 23797051Dukes' Stage A,B,C,D-
2324 FLT4 23985256TNM Stage III,IV-
2475 MTOR 26097572TNM Stage I,II,III,IVDepartment of Pathology, Binzhou Medical University Hospital, China.
2517 FUCA1 23965968Dukes' Stage A,B,CComplejo Hospitalario Universitario de Vigo (CHUVI, Vigo, Spain)
2525 FUT3 22276141TNM stage III UAB Hospital
2543 GAGE1 23156676TNM Stage I,II,III,IV-
2579 GAGE7 15142679TNM Stage I,II,III,IV-
2588 GALNS 24475022TNM Stage I,II,III,IVShiraz University Hospital, Shiraz, Iran.
2597 GAPDH 22350014TNM Stage I,II,III,IVTissus from Sun Yat-sen University Cancer Center and HCT116 and HT29 cell line.
2619 GAS1 21111449TNM Stage II,III Cancer Hospital of Fudan University (Shanghai, China).
2624 GATA2 23423786TNM Stage I,II,III,IVPeking University cancer Hospital and Institute.
2624 GATA2 26287967TNM Stage I,II,III,IV Department of Pathology at Peking University Cancer Hospital & Institute.
2683 B4GALT1 22927297TNM Stage I,II,III,IV-
2695 GIP 20433877TNM Stage II,III,IV Biospecimen Archive Research Core at Boston University School of Medicine and cut into 7m sections.
2735 GLI1 17461467TNM Stage I,II,III Shandong Qilu Hospital, Jinan, China.
2735 GLI1 17461467TNM Stage I,II,III Shandong Qilu Hospital, Jinan, China.
2735 GLI1 22901214TNM Stage I,II,III,IV Guangzhou First Municipal People Hospital Affiliated to Guangzhou Medical College.
2735 GLI1 16701100TNM Stage I,II,III-
2739 GLO1 20812987TNM Stage I,II,III,IVNanfang Hospital tumour tissue bank.
2740 GLP1R 21636702Dukes' Stage A,B,C,D Johns Hopkins University (Baltimore, Maryland, U.S.A.).
2778 GNAS 24498230Stage I, II, III,IV Colon Epithelial Tissue Bank
2833 CXCR3 22401929TNM Stage I,II,III,IV-
2879 GPX4 21868509TNM Stage I,II,III,IVUniversity Hospital Mannheim.
2919 CXCL1 26104296TNM Stage I,II,III,IVATCC and Tissue sample from Memorial Sloan-Kettering Cancer Center.
2934 GSN 21997591TNM Stage I,II,III,IVChang Gung Memorial Hospital (Taoyuan, Taiwan)
2947 GSTM3 22430872UICC Stage II,III -
2953 GSTT2 17250773TNM Stage I,II,III,IV Seoul National University Hospital and the National Cancer Center Hospital, Korea.
3015 H2AFZ 23951239TNM Stage I,II,IIIThe national Danish HNPCC register
3036 HAS1 15065603Dukes' Stage A,B,C,D-
3037 HAS2 15065603Dukes' Stage A,B,C,D-
3038 HAS3 15065603Dukes' Stage A,B,C,D-
3082 HGF 21447729Stage I,II,III IRCC, Ordine Mauriziano, and San Giovanni Battista Hospitals (Torino, Italy).
3082 HGF 24953371TNM Stage I,II,III,IV-
3090 HIC1 22020530TNM Stage I,II-
3107 HLA-C 17197922TNM Stage II,III-
3133 HLA-E 25461612TNM Stage I,II,III,IVDepartment of Gastrointestinal Surgery, Xijing hospital.
3240 HP 22006099TNM Stage I,II,III,IV-
3240 HP 22219064TNM Stage I,II,III,IV-
3248 HPGD 24760190TNM Stage I,II,III,IV-
3309 HSPA5 23456958TNM Stage IIRoyal Liverpool University Hospital, UK, Clatterbridge Centre for Oncology NHS Foundation Trust, Wirral, UK
3313 HSPA9 24023782TNM Stage II,III-
3320 HSP90AA1 18497978TNM Stage I,II,III,IV-
3454 IFNAR1 21716316TNM Stage I,II,III,IVHospitals located in the South East region of Norway.
3479 IGF1 20935157TNM Stage IVUniversity of Southern California/Norris Comprehensive Cancer Center (USC/NCCC)
3485 IGFBP2 20157191TNM Stage I,II,III,IVNational Taiwan University Hospital
3486 IGFBP3 25127039TNM Stage II,IIIHospital 12 de Octubre, Madrid; Hospital Clinic, Barcelona; Hospital Cl?nico Universitario, Zaragoza; Hospital Cristal-Pinor, Complexo Hospitalario de Ourense; Parc de Salut Mar, Barcelona; Hospital Donostia, CIBERehd, University of Country Basque, San Sebastian; Hospital General Universitario de Alicante; Hospital General de Granollers; Hospital General de Vic; Hospital General Universitario de Guadalajara and Fundaci?n para la Formaci?n e Investigaci?n Sanitarias Murcia; Hospital General Universitario de Valencia.
3490 IGFBP7 23255887TNM Stage I,II,III,IVDepartment of Surgery, Ryhov County Hospital (Jnkping, Sweden) and the Department of Pathology, National Cancer Hospital (Tamhiep, Hanoi, Vietnam).
3491 CYR61 21081514Dukes' Stage A,B,C-
3549 IHH 19856079TNM Stage I,II,III,IV-
3557 IL1RN 18987561TNM Stage II University of Southern California medical facilities.
3565 IL4 11915173TNM Stage II,III,IV-
3586 IL10 24015034TNM Stage I,II,III,IVChina Medical University Hospital, Taiwan
3590 IL11RA 16482637Dukes' Stage A,B,C,D-
3596 IL13 24833143TNM Stage I,II,III,IV Mie University Graduate School of Medicine.
3600 IL15 14581351Dukes' Stage B,C Hiroshima University Hospital and the JR Hiroshima General Hospital of West Japan Railway Company.
3605 IL17A 24699997TNM Stage I,II,III,IV-
3621 ING1 15694021Dukes' Stage A,B,C,D-
3622 ING2 19437536TNM Stage I,II,III,IV BD Bioscience (San Jose, CA) and Maryland University hospital.
3627 CXCL10 24748971Dukes' Stage A,B,C,DSoutheastern Sweden at the Department of Surgery, Ryhov County Hospital, Jnkping, Sweden.
3655 ITGA6 23705994TNM Stage I,II,III,IV Department, Barretos Cancer Hospital, Brazil.
3662 IRF4 24485021Dukes' Stage A,B,C,DTissue bank
3662 IRF4 21400501TNM Stage I,II,III,IV Aarhus University Hospital, Skejby, Denmark.
3675 ITGA3 23705994TNM Stage I,II,III,IVDepartment, Barretos Cancer Hospital, Brazil.
3678 ITGA5 23128103TNM Stage I,II,III,IV-
3685 ITGAV 23705994TNM Stage I,II,III,IV Department, Barretos Cancer Hospital, Brazil.
3685 ITGAV 23128103TNM Stage I,II,III,IV-
3693 ITGB5 23705994TNM Stage I,II,III,IV-
3700 ITIH4 18226209TNM Stage I,II,III,IVUniversity Hospitals of Aachen, Jena and Regensburg, Germany.
3718 JAK3 16308103TNM Stage I,II,III,IVDepartment of Pathology and Biodefense, School of Medicine, Saga University, Nabeshima, Japan
3718 JAK3 18306933Dukes' Stage C,D-
3728 JUP 22564821TNM Stage I,II,III,IVChonnam National University Hwasun Hospital�National Biobank of Korea.
3732 CD82 11848527Dukes' Stage C-
3845 KRAS 23188063TNM Stage I,II,III,IVDepartment of Surgery and Science, Kyushu University Hospital, Japan.
3845 KRAS 23255930TNM Stage I,II,III,IV Sun Yat-Sen University Cancer Center (Guangzhou, China).
3909 LAMA3 25257191TNM Stage I,II,III,IV Korean
3910 LAMA4 25257191TNM Stage I,II,III,IV Korean
3912 LAMB1 25257191TNM Stage I,II,III,IV Korean
3934 LCN2 19419554TNM Stage I,II,III,IVDepartment of Oncological Surgery, the First AffiliatedHospital of Wenzhou Medical College.
3981 LIG4 24282031Dukes' Stage A,B,C,DDepartment of Pathology, Hong Kong University (HKU).
3987 LIMS1 21426571TNM Stage I,II,III,IV Linkping and Vrinnevi hospitals.
4000 LMNA 21621406TNM Stage II,III Kennemer Gasthuis hospital in Haarlem, The Netherlands.
4067 LYN 22731636TNM Stage I,II,III-
4070 TACSTD2 21423092TNM Stage I,II,III,IV-
4087 SMAD2 15665291TNM Stage I,II,IIIDepartment of Surgical Pathology at Kansai Medical University Hospital.
4087 SMAD2 23139211TNM Stage I,II,III-
4087 SMAD2 12967141TNM Stage III,IV-
4088 SMAD3 22278155TNM Stage I,II,III,IVTzaneio General Hospital, Pireaus, Greece.
4088 SMAD3 21071512TNM Stage I,II,III,IVDepartment of Pathology, Southern Hospital (Guangzhou, China).
4089 SMAD4 17390050TNM Stage I,II,III,IV-
4092 SMAD7 21102417TNM Stage I,II,III,IVUniversity Clinic Schleswig-Holstein, Campus L?beck.
4162 MCAM 23745687Dukes' Stage A,B,C,D-
4176 MCM7 25075101Dukes' Stage A,B,C Kurume University Hospital in Fukuoka, Japan.
4194 MDM4 18678097TNM Stage II,III-
4256 MGP 11248420Dukes' Stage A,B,C,D-
4303 FOXO4 22125836TNM Stage I,II,III,IV-
4318 MMP9 20001295TNM Stage I,II,III-
4318 MMP9 10952024TNM Stage I,II,III,IV-
4318 MMP9 17608852TNM Stage I,II,III,IV-
4356 MPP3 23011156TNM Stage I,II,III,IV-
4436 MSH2 22987205TNM Stage I,II,III,IVUniversity of Maryland Medical Center or Baltimore Veterans Administration Medical Center and Queen Mary Hospital in Hong Kong.
4437 MSH3 20708618TNM Stage I,II,III,IV-
4440 MSI1 21442350TNM Stage I,II,III,IVShanghai Jiaotong University Affiliated Shanghai First People's Hospital Gastrointestinal Cancer Center.
4582 MUC1 25731647TNM Stage I,II,III,IV-
4583 MUC2 23179399TNM Stage I,II,III,IVTurku University Hospital (TUH, Finland)
4602 MYB 11290547Dukes' Stage A,B,C,D Regina Elena Cancer Institute
4615 MYD88 24887488TNM Stage I,II,III,IV First Affiliated Hospital of Kunming Medical University.
4615 MYD88 23235763TNM Stage I,II,III,IV-
4629 MYH11 17950328TNM Stage I,II,III,IVDepartment of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine,Seoul, Korea.
4629 MYH11 25227818Stage II,III Department of Colorectal Surgery in Fudan University Shanghai Cancer Center
4654 MYOD1 14767572TNM Stage I,II,III,IV-
4739 NEDD9 24966970TNM Stage I,II,III,IVGeneral surgery department in our hospital.
4762 NEUROG1 23034738TNM Stage II,III-
4762 NEUROG1 21326223UICC Stage I,II-
4763 NF1 24475022TNM Stage I,II,III Shiraz University Hospital, Shiraz, Iran.
4771 NF2 7497438Dukes' Stage A,B,C,D Molecular Neurogenetics Unit, Massachusetts General Hospital, Boston; and Harvard Medical School, Boston, Massachusetts.
4791 NFKB2 21471518TNM Stage I,II,III,IVTokushima University Hospital.
4792 NFKBIA 17354114Dukes' Stage A,B,C,DSwedish and Chinese population
4802 NFYC 22104449Dukes' Stage A,B,C,DUniversity Hospital of Patras.
4803 NGF 25320007TNM Stage II,III-
4843 NOS2 12598314TNM Stage I,II,III,IVDepartment of General Surgery, University of Florence, Florence, Italy.
4843 NOS2 15695237TNM Stage I,II,III,IV Department of Internal Medicine, Sapporo Medical University, Chuo-ku, Sapporo, Japan and Department of Clinical Laboratory Science, Yamaguchi University School of Medicine, Japan.
4851 NOTCH1 18777195TNM Stage I,II,III,IV-
4851 NOTCH1 20058190TNM Stage I,II,III,IV-
4852 NPY 24289328TNM Stage I,II,III,IVHuman samples collected from gastrointestinal endoscopy units of several academic hospitals.
4854 NOTCH3 24728738TNM Stage II,III-
4862 NPAS2 24978311TNM Stage I,II,III,IVDepartment of General Surgery, the First Affiliated Hospital of Soochow University
4869 NPM1 23536448TNM Stage I,II,III,IV-
4897 NRCAM 21718388TNM Stage II,III,IV National University Hospital of Singapore.
4920 ROR2 25301559TNM Stage I,II,III,IV Department of Pathology at the Affiliated Hospital of Nantong University.
4929 NR4A2 23809767TNM Stage I,II,III-
4968 OGG1 25268610TNM Stage I,II,III,IV-
4982 TNFRSF11B 21270110TNM Stage I,II,III,IVTokyo Medical and Dental University Hospital
5037 PEBP1 23460950Dukes' stage B-
5052 PRDX1 17487416TNM Stage I,II,III,IVSurgery departments of public hospitals in Dunedin and Auckland, New Zealand.
5052 PRDX1 22445993TNM Stage IVDepartment of General Surgery, Nanfang Hospital, Southern Medical University, Guangzhou 510515, China.
5074 PAWR 17848589Dukes' Stage A,B,CTumor Bank Network established at the Centro Nacional de Investigaciones Oncologicas (CNIO).
5090 PBX3 25561793TNM Stage I,II,III,IVATCC, Beijing Cancer Hospital
5156 PDGFRA 22363125Dukes' stage B,C,DThe 174th Hospital of the Chinese PLA.
5159 PDGFRB 23146028TNM Stage I,II,III,IV European Collection of Cell Cultures.
5243 ABCB1 26045821TNM Stage I,II,III,IV Affiliated Hospital of Inner Mongolia Medical University.
5268 SERPINB5 17352241TNM Stage I,II,III,IV-
5288 PIK3C2G 25785104TNM Stage III Ruijin Hospital and The Tenth People's Hospital were recruited.
5290 PIK3CA 22039088TNM Stage IV-
5291 PIK3CB 25473181TNM stage II,III Department of Colorectal Surgery, Peking University Cancer Hospital and Institute, Beijing , China and Department of Gastroenterology, Peoples Hospital, Peking University, Beijing 100044, China, ATCC
5293 PIK3CD 23486085TNM Stage III,IVATCC
5300 PIN1 16124054Dukes' Stage A,B,C,D-
5315 PKM 22737276TNM Stage I,II,III,IV-
5347 PLK1 12708489Dukes' Stage A,B,C,DSecond Department of Surgery, Gifu University School of Medicine.
5347 PLK1 22648245Dukes' Stage A,B,C,DRuijin Hospital, Shanghai Jiaotong University School of Medicine, China.
5347 PLK1 24876664TNM Stage I,II,III-
5371 PML 9748578Dukes' Stage D-
5507 PPP1R3C 24861485TNM Stage I,II,III,IVDepartment of Digestive Surgery, Graduate School of Medicine, Nihon University.�
5530 PPP3CA 17848589Dukes' Stage A,B,CTumor Bank Network established at the Centro Nacional de Investigaciones Oncologicas (CNIO).
5617 PRL 26013439TNM Stage I,II,III,IVDatabases from China, U.S. and Sweden of CRC
5621 PRNP 22972305TNM Stage IV-
5629 PROX1 21970873Dukes' Stage A,B,C,DHelsinki University Central Hospital.
5653 KLK6 22699826TNM Stage I,II,III,IV-
5727 PTCH1 20230186TNM Stage I,II,IIIJiangsu Institute of Cancer Research
5728 PTEN 22990545TNM Stage III,IVSurgical Department of Dr Alexandru Gafencu Emergency Military Hospital, Constanta, Romania.
5728 PTEN 22848291TNM Stage I,II,III,IVDepartment of Gastroenterology, the First Affiliated Hospital of Soochow University and the National Engineering Center for Biochip in Shanghai, China.
5728 PTEN 22610356TNM Stage I,II,III-
5728 PTEN 22944341TNM Stage I,II,III,IV-
5731 PTGER1 17290397Dukes' Stage A,B,C,DUppsala Falun region of Sweden
5732 PTGER2 17290397Dukes' Stage A,B,C,DUppsala Falun region of Sweden
5733 PTGER3 17290397Dukes' Stage A,B,C,DUppsala Falun region of Sweden
5734 PTGER4 17290397Dukes' Stage A,B,C,DUppsala Falun region of Sweden
5740 PTGIS 22109564TNM Stage II,III,IV-
5743 PTGS2 15754389TNM Stage II,III,IV-
5744 PTHLH 16421660Dukes' Stage A,B,C-
5747 PTK2 22733437TNM Stage I,II,III,IV-
5754 PTK7 25962058AJCC Stage I,II,III,IV ATCC
5764 PTN 22065111TNM Stage I,II,III,IV ATCC and First Afiliated hospital of Xi'an jianotong university.
5781 PTPN11 24439672TNM Stage I,II,III,IVThe first affiliated hospital of Nanjing Medical University (Nanjing, China).
5874 RAB27B 25580113TNM Stage I,II,III,IVAffiliated Hospital of Nantong University
5879 RAC1 24833563TNM Stage IV Spain
5885 RAD21 24548858TNM Stage I,II,III,IVSt Vincent's Hospital, Sydney and the John Radcliffe Hospital, Oxford, UK.
5900 RALGDS 22786759TNM Stage III,IV-
5915 RARB 21360524Dukes' Stage A,D-
5918 RARRES1 16426842Dukes' Stage D-
5920 RARRES3 12838316Dukes' Stage A,B,C,D-
5930 RBBP6 23799110AJCC Stage I,II,III,IVGeneral Surgery Department of Shanghai Jiao Tong University Affiliated First Peoples Hospital?
5935 RBM3 26013439TNM Stage I,II,III,IV China, U.S. and Sweden.
5966 REL 19621336Dukes' stage I-IV Daping Hospital, Third Military Medical University, Chongqing, China. Cell Bank of Academia Sinica.
5970 RELA 25257945TNM Stage I,II,III,IVMedical Gastroenterology Department at Stanley Medical Hospital, Chennai,NCCS
5970 RELA 24045388TNM Stage I,II,III,IV Cipto Mangunkusumo Hospital, Jakarta, or Hasan Sadikin Hospital, Bandung.
5979 RET 24560444TNM Stage II,III-
5997 RGS2 20001967TNM stage II,III -
6117 RPA1 17361204TNM Stage I,II,III,IV-
6185 RPN2 26388988TNM Stage I,II,III,IV Inner Mongolia Medical University Hospital
6238 RRBP1 26196185TNM Stage I,II,III-
6240 RRM1 21220199TNM Stage IV-
6241 RRM2 15814641Dukes' Stage CTaqman PCR , Spearman rank correlation, Hierarchical clustering analysis.
6285 S100B 20628824UICC Stage II,III -
6347 CCL2 19706805TNM Stage I,II,III,IV Cancer Institute/Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College (CAMS&PUMC), Beijing.
6364 CCL20 21912453TNM Stage I,II,III-
6364 CCL20 23790181TNM Stage I,II,III,IV-
6421 SFPQ 25025966TNM Stage IV-
6495 SIX1 25951369TNM Stage I,II,III DACHS study.
6513 SLC2A1 21786248TNM Stage I,II,III,IV-
6532 SLC6A4 22911682TNM Stage I,II,III,IV Avalon Peninsula of Newfoundland, new cases (diagnosed at the Health Sciences Centre, Grace General Hospital, St. Clares Mercy Hospital (all in St. Johns), and Carbonear General Hospital)
6590 SLPI 25441765TNM Stage I,II,III,IV-
6596 HLTF 22362391TNM Stage I,II,III,IV-
6596 HLTF 24708595TNM Stage I,II,III,IV-
6598 SMARCB1 24286138TNM Stage I,II,III,IV Fatebenefratelli Hospital, Benevento, and Legnago Hospital, Verona, Italy
6599 SMARCC1 19156145Stage I,II,III-
6615 SNAI1 19861116TNM Stage I,II,IIIDepartment of Gastroenterological Surgery at Osaka University.
6641 SNTB1 21531130TNM Stage I,II,IIIJapanees patients
6648 SOD2 19902052TNM Stage I,II,III,IVDepartment of General and Gastroenterological Surgery and Nutrition, the Department of General, Transplantation and Liver Surgery, and in the Department of General and Transplantation Surgery at the Warsaw Medical University.
6662 SOX9 19019766TNM Stage I,II,IIIZhejiang Province in China
6678 SPARC 21818290TNM Stage I,II,III,IV-
6707 SPRR3 20379613TNM Stage I,II,III,IV Asan Medical Center (Seoul, Korea).
6778 STAT6 20480530TNM Stage I,II,III,IVBeijing People�s Hospital .
6786 STIM1 25531324TNM Stage I,II,III,IVXijing Hospital (Xi'an, China) .
6790 AURKA 22240781TNM Stage IVFox Chase Cancer Center (FCCC)
6794 STK11 10896921TNM Stage I,II,III,IV-
6850 SYK 18803050Dukes' Stage A,B,C,DDepartment of Gastrointestinal surgery sun yat-sen University.
6863 TAC1 24925595TNM Stage I,II,III-
6928 HNF1B 21922590TNM Stage IVHelsinki and Turku University Central Hospital.
6929 TCF3 25375219TNM Stage II,IIIFudan University Shanghai Cancer Center (Shanghai, China).
6938 TCF12 22130667TNM Stage I,II,III,IVTaipei Veterans General Hospital
6938 TCF12 21999571TNM Stage I,II,IIIDepartment of Molecular Medicine, Aarhus University Hospital, Skejby, 8200 Aarhus N, Denmark.
7004 TEAD4 26387538TNM Stage I,II,III,IV Department of Colorectal Surgery, XinHua Hospital.
7033 TFF3 24125969TNM Stage I,II,III,IV-
7042 TGFB2 16886611Dukes' Stage A,B,C,DDepartment of Pathology, Elpis Hospital, Athens, Greece.
7048 TGFBR2 15676142Dukes' Stage BGeneral Surgical Service of the Hospital Universitario de Getafe (Madrid, Spain).
7076 TIMP1 23985256TNM Stage I,II-
7078 TIMP3 17657847Dukes' Stage A,B,C,DTumor Hospital of Harbin Medical University.
7124 TNF 22581210TNM Stage IVMedical Onchology Unit of Tor Vergata clinical center.
7153 TOP2A 25777966TNM Stage III-
7157 p53 25945089Dukes' Stage A,B,CAdnan Menderes University Hospital, Aydin, Turkey
7157 p53 25973304TNM Stage I,II,III,IV Chinese PLA General Hospital.
7157 p53 26362504Dukes' stage B,C,D-
7170 TPM3 25699276TNM Stage I,II,III 150 Central Hospital of PLA.
7189 TRAF6 24755241TNM Stage I,II,III,IV-
7227 TRPS1 23762846TNM Stage I,II,III,IVShanghai Zhabei District Shibei Hospital, China.
7284 TUFM 21843667TNM Stage I,II,III,IVWakefield Hospital, Wellington, New Zealand.
7295 TXN 18505059TNM Stage I,II,IIIUniversity Hospital of Patras, Greece.
7295 TXN 12878985Dukes' Stage A,B,C,DArizona Cancer Center.
7422 VEGFA 22402885TNM Stage I,II,III,IVMayo Clinic, Childrens Hospital Boston and Ortho Clinical Diagnostics.
7422 VEGFA 21743435TNM Stage I,II,IIIInstitute of Pathology, University Hospital Basel, Institute of Clinical Pathology, Basel and the Triemli Stadtspital
7422 VEGFA 22209338TNM Stage I,II,III,IVDepartment of General and Gastroenterological Surgery, University Hospital in Bialystok.
7424 VEGFC 22295309TNM Stage I,II,III,IV-
7430 EZR 20872967TNM Stage I,II,IIIDepartment of General Surgery, Second Affiliated Hospital of Nanjing Medical University, China.
7430 EZR 19399936TNM Stage I,II,III,IV-
7447 VSNL1 22052372TNM Stage I,II,III Oita University .
7448 VTN 26175278TNM Stage I,II,III Shuguang Hospital affiliated to Shanghai University of Traditional Chinese medicine
7450 VWF 15232739UICC Stage II,III Institute of Pathology, Medical University of Graz, Austria.
7450 VWF 22046486UICC Stage I,II,III,IVDepartment of Surgery, University Hospital Erlangen, Krankenhausstrasse 12, 91054 Erlangen, Germany.
7450 VWF 15810086TNM Stage I,II,III,IV Taipei Veterans General Hospital.
7450 VWF 12018453Dukes' Stage A,B,C,D-
7450 VWF 15960922TNM Stage I,II,III,IV-
7471 WNT1 21678109TNM Stage I,II,III Military Institute of the Health Services in Warsaw
7472 WNT2 19239325Dukes' Stage A,B,C,DCollege of Medicine The Catholic University of Korea.
7481 WNT11 22161723Stage I, II, III,IV-
7486 WRN 19945966UICC Stage I,II,III,IV-
7507 XPA 18204222TNM Stage III,IV-
7543 ZFX 25031734Dukes' Stage A,B,C,D-
7545 ZIC1 21347233TNM Stage I,II,III,IVRiken Gene Bank (Japan) and American Type Culture Collection (ATCC, USA). Tissue sample from Sir Run Run Shaw Hospital, School of Medicine Zhejiang University.
7707 ZNF148 23576061TNM Stage I,II,III,IV-
7913 DEK 23902796TNM Stage I,II,III,IVDandong Center Hospital of China
7965 AIMP2 21789020TNM Stage I,II,III,IV-
7976 FZD3 24255701Dukes' Stage A,B,C,DAnatomical Pathology and Cytology Laboratory, Department of Pathology, Queen Elizabeth Hospital, HKSAR.
7980 TFPI2 19435926TNM Stage I,II,IIIDepartment of Pathology, Johns Hopkins University
8074 FGF23 23393166TNM Stage IV-
8202 AIB1 16084947TNM Stage I,II,III,IV-
8243 SMC1A 25884313TNM Stage III,IV-
8277 TKTL1 21980427TNM Stage IIIGastroenterology Department of the Hospital Clinic of Barcelona
8295 TRRAP 21535316TNM Stage I,II,III,IV Institute of Medical Science, The University of Tokyo, Tokyo, Japan.
8324 FZD7 0Stage II,III,IV-
8324 FZD7 22182510Stage II,III,IV-
8404 SPARCL1 21887554TNM Stage I,II,III,IVDepartments of Pathology from Linkping University Hospital, Linkping, and Vrinnevi Hospital, Norrkping, Sweden
8407 TAGLN2 19930159TNM Stage I,II,III,IV-
8407 TAGLN2 22943952TNM Stage IV-
8416 ANXA9 25289111UICC Stage I,II,III,IV Medical Institute of Bioregulation at Kyushu University (Beppu, Ohita, Japan) and the Department of Gastroenterological Surgery, Osaka University Graduate School of Medicine (Suita, Osaka, Japan)
8434 RECK 20878580TNM Stage I,II,III,IV-
8522 GAS7 21298349TNM Stage I,II,III,IVSamsung Medical Center (Seoul, Korea)
8549 LGR5 22937206TNM Stage I,II,III,IVSouthern Hospital Trust, Kristiansand, Norway.`
8549 LGR5 24751002TNM Stage I,II,III,IVDepartment of General Surgery, the First Affiliated Hospital of Soochow University
8549 LGR5 23153436TNM Stage I,II,III,IVDepartment of General Surgery, Chinese Peoples Liberation Army General Hospital.
8614 STC2 19415750TNM Stage I,II,III,IVKyushu University Hospital at Beppu.
8633 UNC5C 19331160Dukes' Stage A,B,C Showa University Fujigaoka Hospital from colorectal cancer patients during colorectal surgery.
8644 AKR1C3 24934327Dukes' Stage A,B,C-
8650 NUMB 26074693TNM Stage I,II,III,IV Department of Surgery, Shanghai Jiao Tong University Affiliated Sixth People�s Hospital�
8678 BECN1 25196438TNM Stage I,II,III,IVAffiliated Hospital of Kanagawa Cancer Center
8692 HYAL2 20849597Dukes' Stage A,B,C,DSurgical Clinic of the General University Hospital of Patras, Greece.
8703 B4GALT3 24403309TNM Stage I,II,III,IV Bioresource Collection and Research Center (BCRC, HsinChu, Taiwan). And Tissue array BC051110 and CO2161 (US Biomax, Rockville, MD).
8751 ADAM15 21190186TNM Stage I,II,IIIDepartment of Surgery (Centre Hospitalier Universitaire of Nantes) were snap frozen in the Biobank, then included in the study.
8824 CES2 25198900TNM Stage IVDepartment of Pathology at the National Cancer Research Centre (NCRC), Istituto Tumori �Giovanni Paolo II� of Bari, Italy.
8826 IQGAP1 19856315TNM Stage IIIDainihon Seiyaku (Osaka, Japan).Tissue sample from Department of Pathology, Fukuoka University Hospital.
8839 WISP2 20372786TNM Stage I,II,III,IV-
8900 CCNA1 20164542Dukes' stage B,D-
8930 MBD4 19127118TNM Stage I,II,IIIDepartment of Surgery at UAB, American Type Culture Collection.
9020 MAP3K14 21531130TNM Stage I,II,IIIJapan
9046 DOK2 25435967TNM Stage I,II,III 161st Central Hospital of the People's Liberation Army (Wuhan, Hubei, China).
9076 CLDN1 15475928TNM stage IIDepartment of Pathology at RhodeIsland Hospital
9112 MTA1 23371285TNM Stage I,II,III,IV-
9113 LATS1 23885148Dukes' Stage A,B,C,DGastrointestinal endoscopic units and surgical clinics located in geographically different parts of Poland.
9133 CCNB2 17289878TNM Stage I,II,III,IV Chonbuk National University Hospital (Jeonju, Jeonbuk, South Korea).
9156 EXO1 24484585TNM Stage I,II,III,IVThomayer Hospital and at the General University Hospital (both located in Prague, Czech Republic).
9156 EXO1 25294706TNM Stage I,II,III,IV-
9201 DCLK1 22557932TNM Stage I,II,III,IV-
9212 AURKB 20368716TNM Stage IVUniversity of Southern California/Norris Comprehensive Cancer Center (USC/NCCC) or the Los Angeles County/University of Southern California Medical Center. (LAC/USCMC)
9245 GCNT3 25466507Stage II La Paz University Hospital (Madrid, Spain).
9255 AIMP1 21789020TNM Stage I,II,III,IV-
9289 GPR56 22968445TNM Stage IIDepartment of Pathology of Wrocaw Medical University.
9329 GTF3C4 22968445TNM Stage IIDepartment of Pathology of Wrocaw Medical University
9332 CD163 24771466TNM Stage I,II,III,IV-
9368 SLC9A3R1 22440733TNM Stage I,II,III,IVPathology Department, National Cancer Centre Giovanni Paolo II, Bari, Italy
9370 ADIPOQ 18827209TNM Stage I,II,III,IVMemorial Sloan-Kettering Cancer, New York, Northwestern University in Chicago, Illinois.
9414 TJP2 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
9455 HOMER2 21636702Dukes' Stage A,B,C,D-
9506 PAGE4 26317029TNM Stage II,IIIRasol Akram Hospital in Tehran.
9506 PAGE4 20010347TNM Stage I,II,III,IV-
9555 H2AFY 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
9589 WTAP 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
9590 AKAP12 20364105TNM Stage I,II,III-
9688 NUP93 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
9766 KIAA0247 21619678Dukes' Stage A,B,C,DCathay General Hospital (CGH) or Taipei Veterans General Hospital.
9788 MTSS1 22628407TNM Stage I,II,III,IV-
9846 GAB2 26045784TNM Stage I,II,III,IV Department of gastrointestinal Surgery, The First Affiliated Hospital of Chongqing Medical University.
9967 THRAP3 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
9987 HNRPDL 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
10006 ABI1 24913355UICC Stage I,II,III,IVInstitute of Pathology, Bundeswehrkrankenhaus Ulm.
10006 ABI1 22808230Dukes' Stage A,B,C,DInstitute of Pathology of the University of Ulm
10051 SMC4 25081869TNM Stage III,IVHokkaido Gastroenterology Hospital.
10071 MUC12 20162577TNM Stage II,III-
10083 USH1C 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
10111 RAD50 18830935TNM Stage I,II,III-
10111 RAD50 16421660TNM Stage I,II,III,IV-
10111 RAD50 18219098TNM Stage I,II,III,IV-
10142 AKAP9 25446987TNM Stage II,IIINanfang Hospital. Cells obtained from the Cell Bank of the Chinese Academy of Sciences (Shanghai, China).
10161 LPAR6 22276141Stage IIIUAB Hospital
10189 ALYREF 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
10253 SPRY2 21531130TNM Stage I,II,III,IVJapanees patients
10253 SPRY2 21099344TNM Stage I,II,III,IVFood Industry Research and Development Institute [Hsinchu, Taiwan], American Type Culture Collection
10257 ABCC4 24454870TNM Stage II,III-
10384 BTN3A3 21531130TNM Stage I,II,III,IVJapanees patients
10461 MERTK 21531130TNM Stage I,II,III,IVJapanees patients
10499 NCOA2 25823027TNM Stage III,IVThe Prince of Wales Hospital. Cells purchased from the American Type Culture Collection.
10537 UBD 20808312TNM Stage II,IIIGeneral Surgery Department of Shanghai Jiao Tong University Affiliated First People's Hospital
10549 PRDX4 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
10549 PRDX4 14719106TNM Stage I,II,III,IV-
10565 ARFGEF1 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
10599 SLCO1B1 24143213TNM Stage IV Chinese prospective multicenter trial (NCT01282658).
10630 PDPN 24015033AJCC Stage I,II,III,IVDepartment of Pathology of the Chungbuk National University Hospital.
10641 NPRL2 24521741TNM Stage I,II,III,IV Second Affiliated Hospital of Harbin Medical University.
10643 IGF2BP3 22840368TNM Stage I,II,III,IVThe Nurses Health Study (N=121,701 women followed since 1976), and the Health Professionals Follow-up Study (N=51,529 men followed since 1986)
10762 NUP50 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
10855 HPSE 21443112TNM Stage I,II,III,IV-
10928 RALBP1 22549157Stage I, II, III,IVDepartment of Surgery, University of Heidelberg.
10989 IMMT 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
11080 DNAJB4 24696714Dukes' Stage A,B,C,DAffiliated Hospital of Luzhou Medical College
11107 PRDM5 25613750AJCC Stage I,II,III,IVRoyal Brisbane and Women�s Hospital (RBWH), Brisbane, Australia.
11118 BTN3A2 21531130TNM Stage I,II,III,IVJapanees patients
11156 PTP4A3 15534108TNM Stage I,II,III,IVKobe University Hospital
11168 PSIP1 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
11254 SLC6A14 15905073TNM Stage I,II,III,IV-
11339 OIP5 20510019TNM Stage II,III Samsung Medical Center (Seoul, Korea).
22798 LAMB4 25257191TNM Stage I,II,III,IV Koreans patients
22800 RRAS2 21531130TNM Stage I,II,III,IVJapanees patients
22919 MAPRE1 26342024TNM Stage I,II,III,IV-
22974 TPX2 24341487TNM Stage I,II,III,IV-
23071 TXNDC4 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
23111 SPG20 21499309TNM Stage I,II,III,IV-
23213 SULF1 21228115Dukes' stage B,C,DBellvitge University Hospital, the Institut Catal� d?Oncolog�a, Barcelona, Hospital Puerta de Hierro (Madrid), and the Hospital of Cabue�es (Gij�n).
23261 CAMTA1 17087931TNM Stage I,II,III,IVDankook University Hospital in Cheonan, Korea.
23279 NUP160 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
23327 NEDD4L 24312311TNM Stage I,II,III,IVVUMC 55 and MCC 195
23328 SASH1 17088907UICC Stage II,III,IV-
23499 MACF1 25974029TNM Stage I,II,III,IV H. Lee Moffitt Cancer Center.
23508 TTC9 21531130TNM Stage I,II,III,IVJapanees patients
23512 SUZ12 21862635TNM Stage I,II,III,IVMedical Institute of Bioregulation Hospital, Kyushu University.
23604 DAPK2 16246486TNM Stage T1-
25788 RAD54B 26046797TNM Stage I,II,III,IVUniversity of Tokyo Hospital, Tokyo, Japan.
25805 BAMBI 18756595TNM Stage I,II,III,IV-
25855 BRMS1 24748145TNM Stage I,II,III,IV Shandong cancer prevention and control institute.
25913 POT1 25194444TNM Stage I,II,III,IV Gu�lhane Millitary Medical Academy (GATA) in Turkey.
25928 SOSTDC1 23443137Dukes' Stage A,B,C,DFidler laboratory (MD Anderson Cancer Center, Houston, TX) and Serum sample from Hospital Puerta de Hierro (Madrid, Spain), Hospital de Salamanca (Salamanca, Spain), and the Hospital of Cabuees (Gijn, Spain).
25932 CLIC4 24916695Stage I, II, III,IV-
26121 PRPF31 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
26528 DAZAP1 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
27030 MLH3 17656264TNM Stage I,II,III,IVAsan Medical Center (Seoul, Korea).
27035 NOX1 18398843TNM Stage I,II,III,IVEmory University, Human Tissue Procurement and Banking Center.
27076 LYPD3 20825414TNM Stage I,II,III,IV Department of Surgery, Osaka University (Osaka, Japan) and the Department of Surgery and Molecular Oncology, Kyushu University (Beppu, Japan)
27161 EIF2C2 20146808Dukes' Stage A,B,C,DShanghai Outdo Biotech Co., Ltd. �
27250 PDCD4 22267128Dukes' Stage A,B,C,D-
27295 PDLIM3 22276141TNM stage III UAB Hospital
27436 EML4 24200637Stage I,II,III ILSbio (Chestertown, Oncogenic driver genes in CRC and NSCLC 331 MD) and Asterand (Detroit, MI).
29974 A1CF 21750169TNM Stage I,II,III,IVYokohama City University Hospital, Japan
51065 RPS27L 23826192TNM Stage II,III Cathay General Hospital or Taipei Veterans General Hospital.
51154 MRTO4 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
51176 LEF1 21383983TNM Stage I,II,III,IVSanta Clara Valley Medical Center and Stanford University Medical Center.
51196 PLCE1 26320491TNM Stage I,II,III,IVUniversity hospitals in Lithuania (Department of Gastroenterology and Department of Surgery; Lithuanian University of Health Sciences, Kaunas) and Latvia (Riga East University Hospital and Digestive Diseases Centre GASTRO, Riga).
51311 TLR8 25547486TNM Stage I,II,III,IVChang Gung Memorial Hospital-Kaohsiung Medical Center, were investigated in this study.
51466 EVL 24475022TNM Stage I,II,III,IVShiraz University Hospital, Shiraz, Iran.
51466 EVL 21278247TNM Stage I,II,III,IVJohns Hopkins (JHU) Training and Validation cohort samples
51701 NLK 24972723TNM Stage I,II,III,IVDepartment of General Surgery, the First Affiliated Hospital of Soochow University
51741 WWOX 21347750Dukes' Stage A,B,C,D Oncology Clinic, Medical University
53371 NUP54 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
54556 ING3 24927342TNM Stage I,II,III,IV Kouseiren Takaoka Hospital (Japan) and Affiliated Hospital, University of Toyama (Japan).
54905 CYP2W1 22993331TNM Stage II,III-
55359 STYK1 25884558TNM Stage I,II,III 150th Hospital of PLA (Luoyang, China).
55611 OTUB1 25431208TNM Stage I,II,III,IV Sun Yat-sen University Cancer Center.
55743 CHFR 24928946Stage I, II, III,IVNetherlands.
55743 CHFR 21551253Stage II,III -
55748 CNDP2 24885395TNM Stage I,II,III,IVATCC,Tissue from First affiliated hospital of Sun Yat-Sen University.
55818 KDM3A 20823141TNM Stage IVOsaka University Hospital
56616 DIABLO 21264534TNM Stage II,III-
56667 MUC13 22914648TNM Stage I,II,III,IV-
56924 PAK6 25426562AJCC Stage II,IIIATCC, Shanghai Jiaotong University affiliated Shanghai First People's Hospital Medical Center
57120 GOPC 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
58472 SQRDL 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
59345 GNB4 19414374Stage III,IVDepartment of General Surgery at the Klinikum Herford.
63976 PRDM16 24367615Dukes' Stage A,B,C,D Sheffield Royal Hallamshire and the Sheffield Northern General hospitals and Sheffield Royal Hallamshire Hospital tissue bank (HTA License 12182).
64399 HHIP 17683069TNM Stage I,II,IIIATCC
65975 STK33 24393480TNM Stage I,II,III,IVATCC, Department of Colorectal Surgery, Korea University Medical Center.
79633 FAT4 24951259TNM Stage I,II,III,IV-
79789 CLMN 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
79884 MAP9 24876664TNM Stage I,II,III,IV-
80070 ADAMTS20 25974029TNM Stage I,II,III,IV-
80198 MUS81 21175991TNM Stage I,II,III,IVGastroenterological Surgery, Showa University Fujikaoka Hospital.
80303 EFHD1 24861485AJCC Stage I,II,III,IVDepartment of Digestive Surgery, Graduate School of Medicine, Nihon University.
80312 TET1 25557833TNM Stage I,II,IIIDepartment of General and Colorectal Surgery, Pozna? University of Medical Sciences, Poland.
83660 TLN2 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
83734 ATG10 23285162AJCC Stage I,II,III,IVATCC, Asan Medical Center (Seoul, Korea).
83737 ITCH 26110611TNM Stage I,II,III Cell Bank of Type Culture Collection of the Chinese Academy of Sciences, Shanghai Institute of Cell Biology. Tissue sample from The First Affiliated Hospital of Wenzhou Medical College (Wenzhou).
83998 REG4 25295732Dukes' Stage A,B,C,DHelsinki University Central Hospital.
84168 ANTXR1 23372686Dukes' Stage A,B,C,DTwo colon cancer patient datasets, GSE14333 [37] and GSE17538 [38], available in the Gene Expression Omnibus (GEO) Database (http://www.ncbi.nlm.nih.gov/gds) were included in this study. Cells were obtained from American Type Culture Collection.
84432 PROK1 26318037TNM Stage I,II,III,IV First Department of Surgery, University of Fukui, Japan.
84525 HOPX 22904674TNM Stage I,II,III,IVKitasato University School of Medicine.
84634 KISS1R 26010933TNM Stage III,IV-
84944 MAEL 21298349TNM Stage I,II,III,IV Samsung Medical Center (Seoul, Korea).
85456 TNKS1BP1 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
92140 MTDH 24946951TNM Stage II,III-
103910 MRLC2 20089989TNM Stage IIVU University Medical Center, Amsterdam, The Netherlands.
114793 FMNL2 21071512TNM Stage I,II,III,IVATCC, Department of Pathology, Southern Hospital (Guangzhou, China).
115761 ARL11 21819567Stage I,III-
116154 PHACTR3 22135045TNM Stage I,II,III,IV-
117581 TWIST2 23613636TNM Stage III,IVEastern Hepatobiliary Surgery Hospital, the Second Military Medical University of China
118856 MMP21 21656525TNM Stage II,III-
139285 FAM123B 20696052TNM Stage IVLudwig-Maximilians-University Mnchen, ATCC
139285 AMER1 26071483TNM Stage II-
143187 VTI1A 24608966TNM Stage II,III,IVHospitals in the Oslo region, Norway.
151648 SGOL1 23850494TNM Stage I,II,III,IV Korean Patient
203068 TUBB 22564821TNM Stage I,II,III,IV Chonnam National University Hwasun Hospital National Biobank of Korea.
253260 RICTOR 21430067TNM Stage IVATCC
255877 BCL6B 25973304TNM Stage I,II,III,IVChinese PLA General Hospital.
283131 NEAT1 26314847TNM Stage I,II,III,IV-
284217 LAMA1 25257191TNM Stage I,II,III,IVKoreans patients
284217 LAMA1 21298349Stage I, II, III,IV Samsung Medical Center (Seoul, Korea)
338440 ANO9 26317553TNM Stage II,IIIATCC, Fudan University Shanghai Cancer Center (Shanghai, China).
340273 ABCB5 25689483UICC Stage II,III RIKEN Bioresource Center (Ibaraki, Japan).Patients sample from Yamaguchi University and affiliated hospitals.
346389 MACC1 23665971TNM Stage IV-
378938 MALAT1 25031737TNM stage II,III Fudan University Shanghai Cancer Hospital in China.
378938 MALAT1 25025966Dukes' Stage A,B,C,D-
406928 MIR137 25127039TNM Stage I,II-
406935 MIR143 22362069TNM Stage I,II,III,IV-
407021 MIR29A 25040971Dukes' Stage A,B,C,DGastrointestinal surgery center of West China Hospital
653220 XAGE1 23156676TNM Stage III,IV-
727897 PLAC1 21215095TNM Stage I,II,III,IV-
729230 CCR2 22789541UICC Stage I,II,III,IV Erlangen Registry for Colorectal Carcinomas (ERCRC).
100133941 CD24 26097606TNM Stage II,III-