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From the genome to the proteome—biomarkers in colorectal cancer

  • New Surgical Horizons
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Abstract

Background and aims

Colorectal cancer is the second leading cause of cancer-related death. Current clinical practice in colorectal cancer screening (fecal occult blood test, FOBT; colonoscopy) has contributed to a reduction of mortality. However, despite these screening programs, about 70% of carcinomas are detected at advanced tumor stages (UICC III/IV) presenting poor patient prognosis. Thus, innovative tools and methodologies for early cancer detection can directly result in improving patient survival rates.

Patients/methods

Biomedical research has advanced rapidly in recent years with the availability of technologies such as global gene and protein expression profiling. Comprehensive tumor profiling has become a field of intensive research aiming at identifying biomarkers relevant for improved diagnostics and therapeutics.

Results

In this paper, we report a comprehensive review of genomic, transcriptomic, and proteomic approaches for biomarker identification in tissue and blood with a main emphasis on two-dimensional gel-electrophoresis (2-DE) and mass spectrometry analyses.

Conclusion

Proteomics-based technologies enable to distinguish the healthy patient from the tumor patient with high sensitivity and specificity and could greatly improve common classification systems and diagnostics. However, this progress has not yet been transferred from bench to bedside but could open the door to a more accurate and target specific personalized medicine with improved patient survival.

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References

  1. Adam BL, Qu Y, Davis JW, Ward MD, Clements MA, Cazares LH, Semmes OJ, Schellhammer PF, Yasui Y, Feng Z, Wright GL Jr (2002) Serum protein fingerprinting coupled with a pattern-matching algorithm distinguishes prostate cancer from benign prostate hyperplasia and healthy men. Cancer Res 62:3609–3614

    PubMed  CAS  Google Scholar 

  2. Ahlquist DA, Shuber AP (2002) Stool screening for colorectal cancer: evolution from occult blood to molecular markers. Clin Chim Acta 315:157–168

    Article  PubMed  CAS  Google Scholar 

  3. Ahnen DJ, Feigl P, Quan G, Fenoglio-Preiser C, Lovato LC, Bunn PA Jr, Stemmerman G, Wells JD, Macdonald JS, Meyskens FL Jr (1998) Ki-ras mutation and p53 overexpression predict the clinical behavior of colorectal cancer: a Southwest Oncology Group study. Cancer Res 58:1149–1158

    PubMed  CAS  Google Scholar 

  4. Albrethsen J, Bogebo R, Gammeltoft S, Olsen J, Winther B, Raskov H (2005) Upregulated expression of human neutrophil peptides 1, 2 and 3 (HNP 1–3) in colon cancer serum and tumours: a biomarker study. BMC Cancer 5:8

    Article  PubMed  CAS  Google Scholar 

  5. Alfonso P, Nunez A, Madoz-Gurpide J, Lombardia L, Sanchez L, Casal JI (2005) Proteomic expression analysis of colorectal cancer by two-dimensional differential gel electrophoresis. Proteomics 5:2602–2611

    Article  PubMed  CAS  Google Scholar 

  6. Allal AS, Kahne T, Reverdin AK, Lippert H, Schlegel W, Reymond MA (2004) Radioresistance-related proteins in rectal cancer. Proteomics 4:2261–2269

    Article  PubMed  CAS  Google Scholar 

  7. Andreyev HJ, Norman AR, Cunningham D, Oates JR, Clarke PA (1998) Kirsten ras mutations in patients with colorectal cancer: the multicenter “RASCAL” study. J Natl Cancer Inst 90:675–684

    Article  PubMed  CAS  Google Scholar 

  8. Atkin W, Martin JP (2001) Stool DNA-based colorectal cancer detection: finding the needle in the haystack. J Natl Cancer Inst 93:798–799

    Article  PubMed  CAS  Google Scholar 

  9. Becker S, Cazares LH, Watson P, Lynch H, Semmes OJ, Drake RR, Laronga C (2004) Surfaced-enhanced laser desorption/ionization time-of-flight (SELDI-TOF) differentiation of serum protein profiles of BRCA-1 and sporadic breast cancer. Ann Surg Oncol 11:907–914

    Article  PubMed  Google Scholar 

  10. Bomme L, Bardi G, Pandis N, Fenger C, Kronborg O, Heim S (1994) Clonal karyotypic abnormalities in colorectal adenomas: clues to the early genetic events in the adenoma-carcinoma sequence. Genes Chromosomes Cancer 10:190–196

    Article  PubMed  CAS  Google Scholar 

  11. Boynton KA, Summerhayes IC, Ahlquist DA, Shuber AP (2003) DNA integrity as a potential marker for stool-based detection of colorectal cancer. Clin Chem 49:1058–1065

    Article  PubMed  CAS  Google Scholar 

  12. Cerottini JP, Caplin S, Saraga E, Givel JC, Benhattar J (1998) The type of K-ras mutation determines prognosis in colorectal cancer. Am J Surg 175:198–202

    Article  PubMed  CAS  Google Scholar 

  13. Chapman MA, Buckley D, Henson DB, Armitage NC (1998) Preoperative carcinoembryonic antigen is related to tumour stage and long-term survival in colorectal cancer. Br J Cancer 78:1346–1349

    PubMed  CAS  Google Scholar 

  14. Chen HS, Sheen-Chen SM, Lu CC (2002) DNA index and S-phase fraction in curative resection of colorectal adenocarcinoma: analysis of prognosis and current trends. World J Surg 26:626–630

    Article  PubMed  CAS  Google Scholar 

  15. Conrads TP, Fusaro VA, Ross S, Johann D, Rajapakse V, Hitt BA, Steinberg SM, Kohn EC, Fishman DA, Whitely G, Barrett JC, Liotta LA, Petricoin EF 3rd, Veenstra TD (2004) High-resolution serum proteomic features for ovarian cancer detection. Endocr Relat Cancer 11:163–178

    Article  PubMed  CAS  Google Scholar 

  16. Conrads TP, Hood BL, Issaq HJ, Veenstra TD (2004) Proteomic patterns as a diagnostic tool for early-stage cancer: a review of its progress to a clinically relevant tool. Mol Diagn 8:77–85

    Article  PubMed  Google Scholar 

  17. Craven RA, Banks RE (2001) Laser capture microdissection and proteomics: possibilities and limitation. Proteomics 1:1200–1204

    Article  PubMed  CAS  Google Scholar 

  18. Dong SM, Traverso G, Johnson C, Geng L, Favis R, Boynton K, Hibi K, Goodman SN, D'Allessio M, Paty P, Hamilton SR, Sidransky D, Barany F, Levin B, Shuber A, Kinzler KW, Vogelstein B, Jen J (2001) Detecting colorectal cancer in stool with the use of multiple genetic targets. J Natl Cancer Inst 93:858–865

    Article  PubMed  CAS  Google Scholar 

  19. Druker BJ (2003) Imatinib alone and in combination for chronic myeloid leukemia. Semin Hematol 40:50–58

    Article  PubMed  CAS  Google Scholar 

  20. Fearnhead NS, Britton MP, Bodmer WF (2001) The ABC of APC. Hum Mol Genet 10:721–733

    Article  PubMed  CAS  Google Scholar 

  21. Fearon ER, Vogelstein B (1990) A genetic model for colorectal tumorigenesis. Cell 61:759–767

    Article  PubMed  CAS  Google Scholar 

  22. Feldman AL, Espina V, Petricoin EF 3rd, Liotta LA, Rosenblatt KP (2004) Use of proteomic patterns to screen for gastrointestinal malignancies. Surgery 135:243–247

    Article  PubMed  Google Scholar 

  23. Fletcher RH (1986) Carcinoembryonic antigen. Ann Intern Med 104:66–73

    PubMed  CAS  Google Scholar 

  24. Franzen B, Auer G, Alaiya AA, Eriksson E, Uryu K, Hirano T, Okuzawa K, Kato H, Linder S (1996) Assessment of homogeneity in polypeptide expression in breast carcinomas shows widely variable expression in highly malignant tumors. Int J Cancer 69:408–414

    Article  PubMed  CAS  Google Scholar 

  25. Friedman DB, Hill S, Keller JW, Merchant NB, Levy SE, Coffey RJ, Caprioli RM (2004) Proteome analysis of human colon cancer by two-dimensional difference gel electrophoresis and mass spectrometry. Proteomics 4:793–811

    Article  PubMed  CAS  Google Scholar 

  26. Glover C, Douse P, Kane P, Karani J, Meire H, Mohammadtaghi S, Allen-Mersh TG (2002) Accuracy of investigations for asymptomatic colorectal liver metastases. Dis Colon Rectum 45:476–484

    Article  PubMed  CAS  Google Scholar 

  27. Gold P, Freedman SO (1965) Specific carcinoembryonic antigens of the human digestive system. J Exp Med 122:467–481

    Article  PubMed  CAS  Google Scholar 

  28. Gorg A, Obermaier C, Boguth G, Csordas A, Diaz JJ, Madjar JJ (1997) Very alkaline immobilized pH gradients for two-dimensional electrophoresis of ribosomal and nuclear proteins. Electrophoresis 18:328–337

    Article  PubMed  CAS  Google Scholar 

  29. Habermann J, Lenander C, Roblick UJ, Kruger S, Ludwig D, Alaiya A, Freitag S, Dumbgen L, Bruch HP, Stange E, Salo S, Tryggvason K, Auer G, Schimmelpenning H (2001) Ulcerative colitis and colorectal carcinoma: DNA-profile, laminin-5 gamma2 chain and cyclin A expression as early markers for risk assessment. Scand J Gastroenterol 36:751–758

    PubMed  CAS  Google Scholar 

  30. Habermann JK, Paulsen U, Roblick UJ, Upender MB, McShane LM, Korn EL, Wangsa D, Kruger S, Duchrow M, Bruch HP, Auer G, Ried T (2007) Stage-specific alterations of the genome, transcriptome, and proteome during colorectal carcinogenesis. Genes Chromosomes Cancer 46:10–26

    Article  PubMed  CAS  Google Scholar 

  31. Habermann JK, Roblick UJ, Luke BT, Prieto DA, Finlay WJ, Podust VN, Roman JM, Oevermann E, Schiedeck T, Homann N, Duchrow M, Conrads TP, Veenstra TD, Burt SK, Bruch HP, Auer G, Ried T (2006) Increased serum levels of complement C3a anaphylatoxin indicate the presence of colorectal tumors. Gastroenterology 131:1020–1029 (quiz 1284)

    Article  PubMed  CAS  Google Scholar 

  32. Halling KC, French AJ, McDonnell SK, Burgart LJ, Schaid DJ, Peterson BJ, Moon-Tasson L, Mahoney MR, Sargent DJ, O’Connell MJ, Witzig TE, Farr GH Jr, Goldberg RM, Thibodeau SN (1999) Microsatellite instability and 8p allelic imbalance in stage B2 and C colorectal cancers. J Natl Cancer Inst 91:1295–1303

    Article  PubMed  CAS  Google Scholar 

  33. Harrison LE, Guillem JG, Paty P, Cohen AM (1997) Preoperative carcinoembryonic antigen predicts outcomes in node-negative colon cancer patients: a multivariate analysis of 572 patients. J Am Coll Surg 185:55–59

    PubMed  CAS  Google Scholar 

  34. Heselmeyer K, Schrock E, du Manoir S, Blegen H, Shah K, Steinbeck R, Auer G, Ried T (1996) Gain of chromosome 3q defines the transition from severe dysplasia to invasive carcinoma of the uterine cervix. Proc Natl Acad Sci U S A 93:479–484

    Article  PubMed  CAS  Google Scholar 

  35. Howe JR, Guillem JG (1997) The genetics of colorectal cancer. Surg Clin North Am 77:175–195

    Article  PubMed  CAS  Google Scholar 

  36. Imperiale TF, Ransohoff DF, Itzkowitz SH, Turnbull BA, Ross ME (2004) Fecal DNA versus fecal occult blood for colorectal-cancer screening in an average-risk population. N Engl J Med 351:2704–2714

    Article  PubMed  CAS  Google Scholar 

  37. Jemal A, Thomas A, Murray T, Thun M (2002) Cancer statistics, 2002. CA Cancer J Clin 52:23–47

    Article  PubMed  Google Scholar 

  38. Jungblut PR, Zimny-Arndt U, Zeindl-Eberhart E, Stulik J, Koupilova K, Pleissner KP, Otto A, Muller EC, Sokolowska-Kohler W, Grabher G, Stoffler G (1999) Proteomics in human disease: cancer, heart and infectious diseases. Electrophoresis 20:2100–2110

    Article  PubMed  CAS  Google Scholar 

  39. Kallioniemi A, Kallioniemi OP, Sudar D, Rutovitz D, Gray JW, Waldman F, Pinkel D (1992) Comparative genomic hybridization for molecular cytogenetic analysis of solid tumors. Science 258:818–821

    Article  PubMed  CAS  Google Scholar 

  40. Knuutila S, Bjorkqvist AM, Autio K, Tarkkanen M, Wolf M, Monni O, Szymanska J, Larramendy ML, Tapper J, Pere H, El-Rifai W, Hemmer S, Wasenius VM, Vidgren V, Zhu Y (1998) DNA copy number amplifications in human neoplasms: review of comparative genomic hybridization studies. Am J Pathol 152:1107–1123

    PubMed  CAS  Google Scholar 

  41. Kressner U, Inganas M, Byding S, Blikstad I, Pahlman L, Glimelius B, Lindmark G (1999) Prognostic value of p53 genetic changes in colorectal cancer. J Clin Oncol 17:593–599

    PubMed  CAS  Google Scholar 

  42. Kwong KY, Bloom GC, Yang I, Boulware D, Coppola D, Haseman J, Chen E, McGrath A, Makusky AJ, Taylor J, Steiner S, Zhou J, Yeatman TJ, Quackenbush J (2005) Synchronous global assessment of gene and protein expression in colorectal cancer progression. Genomics 86:142–158

    Article  PubMed  CAS  Google Scholar 

  43. Lengauer C, Kinzler KW, Vogelstein B (1998) Genetic instabilities in human cancers. Nature 396:643–649

    Article  PubMed  CAS  Google Scholar 

  44. Li J, Zhang Z, Rosenzweig J, Wang YY, Chan DW (2002) Proteomics and bioinformatics approaches for identification of serum biomarkers to detect breast cancer. Clin Chem 48:1296–1304

    PubMed  CAS  Google Scholar 

  45. Mak T, Lalloo F, Evans DG, Hill J (2004) Molecular stool screening for colorectal cancer. Br J Surg 91:790–800

    Article  PubMed  CAS  Google Scholar 

  46. Mandel JS, Bond JH, Church TR, Snover DC, Bradley GM, Schuman LM, Ederer F (1993) Reducing mortality from colorectal cancer by screening for fecal occult blood. Minnesota Colon Cancer Control Study. N Engl J Med 328:1365–1371

    Article  PubMed  CAS  Google Scholar 

  47. Mao R, Zielke CL, Zielke HR, Pevsner J (2003) Global up-regulation of chromosome 21 gene expression in the developing Down syndrome brain. Genomics 81:457–467

    Article  PubMed  CAS  Google Scholar 

  48. Melle C, Ernst G, Schimmel B, Bleul A, Thieme H, Kaufmann R, Mothes H, Settmacher U, Claussen U, Halbhuber KJ, Von Eggeling F (2005) Discovery and identification of alpha-defensins as low abundant, tumor-derived serum markers in colorectal cancer. Gastroenterology 129:66–73

    Article  PubMed  CAS  Google Scholar 

  49. Misek DE, Imafuku Y, Hanash SM (2004) Application of proteomic technologies to tumor analysis. Pharmacogenomics 5:1129–1137

    Article  PubMed  CAS  Google Scholar 

  50. Mitelman F (2000) Recurrent chromosome aberrations in cancer. Mutat Res 462:247–253

    Article  PubMed  CAS  Google Scholar 

  51. Moertel CG, Fleming TR, Macdonald JS, Haller DG, Laurie JA, Tangen C (1993) An evaluation of the carcinoembryonic antigen (CEA) test for monitoring patients with resected colon cancer. Jama 270:943–947

    Article  PubMed  CAS  Google Scholar 

  52. Mori M, Tomoda H, Ishida T, Kido A, Shimono R, Matsushima T, Kuwano H, Sugimachi K (1991) Surgical resection of pulmonary metastases from colorectal adenocarcinoma. Special reference to repeated pulmonary resections. Arch Surg 126:1297–1301 (discussion 1302)

    PubMed  CAS  Google Scholar 

  53. Nishizuka S, Chen ST, Gwadry FG, Alexander J, Major SM, Scherf U, Reinhold WC, Waltham M, Charboneau L, Young L, Bussey KJ, Kim S, Lababidi S, Lee JK, Pittaluga S, Scudiero DA, Sausville EA, Munson PJ, Petricoin EF III, Liotta LA, Hewitt SM, Raffeld M, Weinstein JN (2003) Diagnostic markers that distinguish colon and ovarian adenocarcinomas: identification by genomic, proteomic, and tissue array profiling. Cancer Res 63:5243–5250

    PubMed  CAS  Google Scholar 

  54. Nori D, Merimsky O, Samala E, Saw D, Cortes E, Chen E, Turner JW (1995) Tumor ploidy as a risk factor for disease recurrence and short survival in surgically-treated Dukes' B2 colon cancer patients. J Surg Oncol 59:239–242

    Article  PubMed  CAS  Google Scholar 

  55. O'Connell JB, Maggard MA, Ko CY (2004) Colon cancer survival rates with the new American Joint Committee on Cancer sixth edition staging. J Natl Cancer Inst 96:1420–1425

    Article  PubMed  Google Scholar 

  56. Ono J, Auer G, Caspersson T, Nasiell M, Saito T, Konaka C, Kato H, Hayata Y (1984) Reversibility of 20-methylcholanthrene-induced bronchial cell atypia in dogs. Cancer 54:1030–1037

    Article  PubMed  CAS  Google Scholar 

  57. Ornstein DK, Rayford W, Fusaro VA, Conrads TP, Ross SJ, Hitt BA, Wiggins WW, Veenstra TD, Liotta LA, Petricoin EF 3rd (2004) Serum proteomic profiling can discriminate prostate cancer from benign prostates in men with total prostate specific antigen levels between 2.5 and 15.0 ng/ml. J Urol 172:1302–1305

    Article  PubMed  CAS  Google Scholar 

  58. Poon TC (2007) Opportunities and limitations of SELDI-TOF-MS in biomedical research: practical advices. Expert Rev Proteomics 4:51–65

    Article  PubMed  CAS  Google Scholar 

  59. Ried T, Knutzen R, Steinbeck R, Blegen H, Schrock E, Heselmeyer K, du Manoir S, Auer G (1996) Comparative genomic hybridization reveals a specific pattern of chromosomal gains and losses during the genesis of colorectal tumors. Genes Chromosomes Cancer 15:234–245

    Article  PubMed  CAS  Google Scholar 

  60. Roblick UJ, Auer G (2005) Proteomics and clinical surgery. Br J Surg 92:1464–1465

    Article  PubMed  CAS  Google Scholar 

  61. Roblick UJ, Hirschberg D, Habermann JK, Palmberg C, Becker S, Kruger S, Gustafsson M, Bruch HP, Franzen B, Ried T, Bergmann T, Auer G, Jornvall H (2004) Sequential proteome alterations during genesis and progression of colon cancer. Cell Mol Life Sci 61:1246–1255

    Article  PubMed  CAS  Google Scholar 

  62. Roblick UJ, Lenander C, Bader FG, Zimmermann K, Becker S, Ost A, Bruch HP, Franzen B, Auer G, Habermann JK (2007) Undifferentiated pelvic adenocarcinomas: diagnostic potential of protein profiling and multivariate analysis. Int J Colorectal Dis (submitted)

  63. Roseth AG, Kristinsson J, Fagerhol MK, Schjonsby H, Aadland E, Nygaard K, Roald B (1993) Faecal calprotectin: a novel test for the diagnosis of colorectal cancer? Scand J Gastroenterol 28:1073–1076

    PubMed  CAS  Google Scholar 

  64. Saccani Jotti G, Fontanesi M, Orsi N, Sarli L, Pietra N, Peracchia A, Sansebastiano G, Becchi G (1995) DNA content in human colon cancer and non-neoplastic adjacent mucosa. Int J Biol Markers 10:11–16

    PubMed  CAS  Google Scholar 

  65. Schena M, Shalon D, Heller R, Chai A, Brown PO, Davis RW (1996) Parallel human genome analysis: microarray-based expression monitoring of 1000 genes. Proc Natl Acad Sci U S A 93:10614–10619

    Article  PubMed  CAS  Google Scholar 

  66. Schnoll-Sussman F, Markowitz AJ, Winawer SJ (2000) Screening and surveillance for colorectal cancer. Semin Oncol 27:10–21

    PubMed  CAS  Google Scholar 

  67. Semmes OJ, Feng Z, Adam BL, Banez LL, Bigbee WL, Campos D, Cazares LH, Chan DW, Grizzle WE, Izbicka E, Kagan J, Malik G, McLerran D, Moul JW, Partin A, Prasanna P, Rosenzweig J, Sokoll LJ, Srivastava S, Srivastava S, Thompson I, Welsh MJ, White N, Winget M, Yasui Y, Zhang Z, Zhu L (2005) Evaluation of serum protein profiling by surface-enhanced laser desorption/ionization time-of-flight mass spectrometry for the detection of prostate cancer: I. Assessment of platform reproducibility. Clin Chem 51:102–112

    Article  PubMed  CAS  Google Scholar 

  68. Shih W, Chetty R, Tsao MS (2005) Expression profiling by microarrays in colorectal cancer (Review). Oncol Rep 13:517–524

    PubMed  CAS  Google Scholar 

  69. Sidransky D, Tokino T, Hamilton SR, Kinzler KW, Levin B, Frost P, Vogelstein B (1992) Identification of ras oncogene mutations in the stool of patients with curable colorectal tumors. Science 256:102–105

    Article  PubMed  CAS  Google Scholar 

  70. Slentz K, Senagore A, Hibbert J, Mazier WP, Talbott TM (1994) Can preoperative and postoperative CEA predict survival after colon cancer resection? Am Surg 60:528–531 discussion 531–522

    PubMed  CAS  Google Scholar 

  71. Thadikkaran L, Siegenthaler MA, Crettaz D, Queloz PA, Schneider P, Tissot JD (2005) Recent advances in blood-related proteomics. Proteomics 5:3019–3034

    Article  PubMed  CAS  Google Scholar 

  72. Unlu M, Morgan ME, Minden JS (1997) Difference gel electrophoresis: a single gel method for detecting changes in protein extracts. Electrophoresis 18:2071–2077

    Article  PubMed  CAS  Google Scholar 

  73. Upender MB, Habermann JK, McShane LM, Korn EL, Barrett JC, Difilippantonio MJ, Ried T (2004) Chromosome transfer induced aneuploidy results in complex dysregulation of the cellular transcriptome in immortalized and cancer cells. Cancer Res 64:6941–6949

    Article  PubMed  CAS  Google Scholar 

  74. Veenstra TD, Prieto DA, Conrads TP (2004) Proteomic patterns for early cancer detection. Drug Discov Today 9:889–897

    Article  PubMed  CAS  Google Scholar 

  75. Vogelstein B, Kinzler KW (2004) Cancer genes and the pathways they control. Nat Med 10:789–799

    Article  PubMed  CAS  Google Scholar 

  76. Vousden KH (2000) p53: death star. Cell 103:691–694

    Article  PubMed  CAS  Google Scholar 

  77. Wang Y, Jatkoe T, Zhang Y, Mutch MG, Talantov D, Jiang J, McLeod HL, Atkins D (2004) Gene expression profiles and molecular markers to predict recurrence of Dukes’ B colon cancer. J Clin Oncol 22:1564–1571

    Article  PubMed  CAS  Google Scholar 

  78. Ward DG, Suggett N, Cheng Y, Wei W, Johnson H, Billingham LJ, Ismail T, Wakelam MJ, Johnson PJ, Martin A (2006) Identification of serum biomarkers for colon cancer by proteomic analysis. Br J Cancer 94:1898–1905

    Article  PubMed  CAS  Google Scholar 

  79. Watanabe T, Wu TT, Catalano PJ, Ueki T, Satriano R, Haller DG, Benson AB 3rd, Hamilton SR (2001) Molecular predictors of survival after adjuvant chemotherapy for colon cancer. N Engl J Med 344:1196–1206

    Article  PubMed  CAS  Google Scholar 

  80. Yu JK, Chen YD, Zheng S (2004) An integrated approach to the detection of colorectal cancer utilizing proteomics and bioinformatics. World J Gastroenterol 10:3127–3131

    PubMed  CAS  Google Scholar 

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Correspondence to Uwe J. Roblick.

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Habermann, J.K., Bader, F.G., Franke, C. et al. From the genome to the proteome—biomarkers in colorectal cancer. Langenbecks Arch Surg 393, 93–104 (2008). https://doi.org/10.1007/s00423-007-0230-1

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