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Published in: Journal of Translational Medicine 1/2013

Open Access 01-12-2013 | Research

Detection of serological biomarkers by proximity extension assay for detection of colorectal neoplasias in symptomatic individuals

Authors: Stine Buch Thorsen, Martin Lundberg, Andrea Villablanca, Sarah Louise T Christensen, Kirstine Christensen Belling, Birgitte Sander Nielsen, Mick Knowles, Nick Gee, Hans Jørgen Nielsen, Nils Brünner, Ib Jarle Christensen, Simon Fredriksson, Jan Stenvang, Erika Assarsson

Published in: Journal of Translational Medicine | Issue 1/2013

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Abstract

Background

Although the potential of biomarkers to aid in early detection of colorectal cancer (CRC) is recognized and numerous biomarker candidates have been reported in the literature, to date only few molecular markers have been approved for daily clinical use.

Methods

In order to improve the translation of biomarkers from the bench to clinical practice we initiated a biomarker study focusing on a novel technique, the proximity extension assay, with multiplexing capability and the possible additive effect obtained from biomarker panels. We performed a screening of 74 different biomarkers in plasma derived from a case–control sample set consisting of symptomatic individuals representing CRC patients, patients with adenoma, patients with non-neoplastic large bowel diseases and healthy individuals.

Results

After statistical evaluation we found 12 significant indicators of CRC and the receiver operating characteristic (ROC) curve of Carcinoembryonic antigen (CEA), Transferrin Receptor-1 (TFRC), Macrophage migration inhibitory factor (MIF), Osteopontin (OPN/SPP1) and cancer antigen 242 (CA242) showed additive effect. This biomarker panel identified CRC patients with a sensitivity of 56% at 90% specificity and thus the performance is sufficiently high to further investigate this combination of five proteins as serological biomarkers for detection of CRC. Furthermore, when applying the indicators to identify early-stage CRC a combination of CEA, TFRC and CA242 resulted in a ROC curve with an area under the curve of 0.861.

Conclusions

Five plasma protein biomarkers were found to be potential CRC discriminators and three of these were additionally found to be discriminators of early-stage CRC. These explorative data in symptomatic individuals demonstrates the feasibility of the multiplex proximity extension assay for screening of potential serological protein biomarkers and warrants independent analyses in a larger sample cohort, including asymptomatic individuals, to further validate the performances of our CRC biomarker panel.
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Literature
1.
go back to reference Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D: Global cancer statistics. CA Cancer J Clin. 2011, 61: 69-90. 10.3322/caac.20107.CrossRefPubMed Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D: Global cancer statistics. CA Cancer J Clin. 2011, 61: 69-90. 10.3322/caac.20107.CrossRefPubMed
2.
go back to reference Schoen RE, Pinsky PF, Weissfeld JL, Yokochi LA, Church T, Laiyemo AO: Colorectal-cancer incidence and mortality with screening flexible sigmoidoscopy. N Engl J Med. 2012, 366: 2345-2357. 10.1056/NEJMoa1114635.PubMedCentralCrossRefPubMed Schoen RE, Pinsky PF, Weissfeld JL, Yokochi LA, Church T, Laiyemo AO: Colorectal-cancer incidence and mortality with screening flexible sigmoidoscopy. N Engl J Med. 2012, 366: 2345-2357. 10.1056/NEJMoa1114635.PubMedCentralCrossRefPubMed
3.
go back to reference Segnan N, Armaroli P, Bonelli L, Risio M, Sciallero S, Zappa M: Once-only sigmoidoscopy in colorectal cancer screening: Follow-up findings of the Italian Randomized Controlled Trial–SCORE. J Natl Cancer Inst. 2011, 103: 1310-1322. 10.1093/jnci/djr284.CrossRefPubMed Segnan N, Armaroli P, Bonelli L, Risio M, Sciallero S, Zappa M: Once-only sigmoidoscopy in colorectal cancer screening: Follow-up findings of the Italian Randomized Controlled Trial–SCORE. J Natl Cancer Inst. 2011, 103: 1310-1322. 10.1093/jnci/djr284.CrossRefPubMed
4.
go back to reference Hardcastle JD, Chamberlain JO, Robinson MH, Moss SM, Amar SS, Balfour TW: Randomised controlled trial of faecal-occult-blood screening for colorectal cancer. Lancet. 1996, 348: 1472-1477. 10.1016/S0140-6736(96)03386-7.CrossRefPubMed Hardcastle JD, Chamberlain JO, Robinson MH, Moss SM, Amar SS, Balfour TW: Randomised controlled trial of faecal-occult-blood screening for colorectal cancer. Lancet. 1996, 348: 1472-1477. 10.1016/S0140-6736(96)03386-7.CrossRefPubMed
5.
go back to reference Mandel JS, Bond JH, Church TR, Snover DC, Bradley GM, Schuman LM: Reducing mortality from colorectal cancer by screening for fecal occult blood. Minnesota Colon Cancer Control Study. N Engl J Med. 1993, 328: 1365-1371. 10.1056/NEJM199305133281901.CrossRefPubMed Mandel JS, Bond JH, Church TR, Snover DC, Bradley GM, Schuman LM: Reducing mortality from colorectal cancer by screening for fecal occult blood. Minnesota Colon Cancer Control Study. N Engl J Med. 1993, 328: 1365-1371. 10.1056/NEJM199305133281901.CrossRefPubMed
6.
go back to reference Kronborg O, Fenger C, Olsen J, Jorgensen OD, Sondergaard O: Randomised study of screening for colorectal cancer with faecal-occult-blood test. Lancet. 1996, 348: 1467-1471. 10.1016/S0140-6736(96)03430-7.CrossRefPubMed Kronborg O, Fenger C, Olsen J, Jorgensen OD, Sondergaard O: Randomised study of screening for colorectal cancer with faecal-occult-blood test. Lancet. 1996, 348: 1467-1471. 10.1016/S0140-6736(96)03430-7.CrossRefPubMed
7.
go back to reference Bretthauer M: Evidence for colorectal cancer screening. Best Pract Res Clin Gastroenterol. 2010, 24: 417-425. 10.1016/j.bpg.2010.06.005.CrossRefPubMed Bretthauer M: Evidence for colorectal cancer screening. Best Pract Res Clin Gastroenterol. 2010, 24: 417-425. 10.1016/j.bpg.2010.06.005.CrossRefPubMed
8.
go back to reference Nielsen HJ, Jakobsen KV, Christensen IJ, Brunner N: Screening for colorectal cancer: possible improvements by risk assessment evaluation?. Scand J Gastroenterol. 2011, 46: 1283-1294. 10.3109/00365521.2011.610002.PubMedCentralCrossRefPubMed Nielsen HJ, Jakobsen KV, Christensen IJ, Brunner N: Screening for colorectal cancer: possible improvements by risk assessment evaluation?. Scand J Gastroenterol. 2011, 46: 1283-1294. 10.3109/00365521.2011.610002.PubMedCentralCrossRefPubMed
10.
go back to reference Nielsen HJ, Brunner N, Jorgensen LN, Olsen J, Rahr HB, Thygesen K: Plasma TIMP-1 and CEA in detection of primary colorectal cancer: A prospective, population based study of 4509 high-risk individuals. Scand J Gastroenterol. 2011, 46: 60-69. 10.3109/00365521.2010.513060.CrossRefPubMed Nielsen HJ, Brunner N, Jorgensen LN, Olsen J, Rahr HB, Thygesen K: Plasma TIMP-1 and CEA in detection of primary colorectal cancer: A prospective, population based study of 4509 high-risk individuals. Scand J Gastroenterol. 2011, 46: 60-69. 10.3109/00365521.2010.513060.CrossRefPubMed
11.
go back to reference Warren JD, Xiong W, Bunker AM, Vaughn CP, Furtado LV, Roberts WL: Septin 9 methylated DNA is a sensitive and specific blood test for colorectal cancer. BMC Med. 2011, 9: 133-10.1186/1741-7015-9-133.PubMedCentralCrossRefPubMed Warren JD, Xiong W, Bunker AM, Vaughn CP, Furtado LV, Roberts WL: Septin 9 methylated DNA is a sensitive and specific blood test for colorectal cancer. BMC Med. 2011, 9: 133-10.1186/1741-7015-9-133.PubMedCentralCrossRefPubMed
12.
go back to reference Hanash S: A call for a fresh new look at the plasma proteome. Proteomics Clin Appl. 2012, 6: 443-6. 10.1002/prca.201200052.CrossRefPubMed Hanash S: A call for a fresh new look at the plasma proteome. Proteomics Clin Appl. 2012, 6: 443-6. 10.1002/prca.201200052.CrossRefPubMed
13.
go back to reference Anderson NL, Anderson NG: The human plasma proteome: history, character, and diagnostic prospects. Mol Cell Proteomics. 2002, 1: 845-867. 10.1074/mcp.R200007-MCP200.CrossRefPubMed Anderson NL, Anderson NG: The human plasma proteome: history, character, and diagnostic prospects. Mol Cell Proteomics. 2002, 1: 845-867. 10.1074/mcp.R200007-MCP200.CrossRefPubMed
14.
go back to reference Hayes DF, Bast RC, Desch CE, Fritsche H, Kemeny NE, Jessup JM: Tumor marker utility grading system: A framework to evaluate clinical utility of tumor markers. J Natl Cancer Inst. 1996, 88: 1456-1466. 10.1093/jnci/88.20.1456.CrossRefPubMed Hayes DF, Bast RC, Desch CE, Fritsche H, Kemeny NE, Jessup JM: Tumor marker utility grading system: A framework to evaluate clinical utility of tumor markers. J Natl Cancer Inst. 1996, 88: 1456-1466. 10.1093/jnci/88.20.1456.CrossRefPubMed
15.
go back to reference Altman DG, McShane LM, Sauerbrei W, Taube SE: Reporting Recommendations for Tumor Marker Prognostic Studies (REMARK): Explanation and Elaboration. PLoS Med. 2012, 9: e1001216-10.1371/journal.pmed.1001216.PubMedCentralCrossRefPubMed Altman DG, McShane LM, Sauerbrei W, Taube SE: Reporting Recommendations for Tumor Marker Prognostic Studies (REMARK): Explanation and Elaboration. PLoS Med. 2012, 9: e1001216-10.1371/journal.pmed.1001216.PubMedCentralCrossRefPubMed
16.
go back to reference Mor G, Visintin I, Lai Y, Zhao H, Schwartz P, Rutherford T: Serum protein markers for early detection of ovarian cancer. Proc Natl Acad Sci U S A. 2005, 102: 7677-7682. 10.1073/pnas.0502178102.PubMedCentralCrossRefPubMed Mor G, Visintin I, Lai Y, Zhao H, Schwartz P, Rutherford T: Serum protein markers for early detection of ovarian cancer. Proc Natl Acad Sci U S A. 2005, 102: 7677-7682. 10.1073/pnas.0502178102.PubMedCentralCrossRefPubMed
17.
go back to reference Xiao T, Ying W, Li L, Hu Z, Ma Y, Jiao L: An approach to studying lung cancer-related proteins in human blood. Mol Cell Proteomics. 2005, 4: 1480-1486. 10.1074/mcp.M500055-MCP200.CrossRefPubMed Xiao T, Ying W, Li L, Hu Z, Ma Y, Jiao L: An approach to studying lung cancer-related proteins in human blood. Mol Cell Proteomics. 2005, 4: 1480-1486. 10.1074/mcp.M500055-MCP200.CrossRefPubMed
18.
go back to reference Brand RE, Nolen BM, Zeh HJ, Allen PJ, Eloubeidi MA, Goldberg M: Serum biomarker panels for the detection of pancreatic cancer. Clin Cancer Res. 2011, 17: 805-816. 10.1158/1078-0432.CCR-10-0248.PubMedCentralCrossRefPubMed Brand RE, Nolen BM, Zeh HJ, Allen PJ, Eloubeidi MA, Goldberg M: Serum biomarker panels for the detection of pancreatic cancer. Clin Cancer Res. 2011, 17: 805-816. 10.1158/1078-0432.CCR-10-0248.PubMedCentralCrossRefPubMed
19.
go back to reference Lundberg M, Eriksson A, Tran B, Assarsson E, Fredriksson S: Homogeneous antibody-based proximity extension assays provide sensitive and specific detection of low-abundant proteins in human blood. Nucleic Acids Res. 2011, 39: e102-10.1093/nar/gkr424.PubMedCentralCrossRefPubMed Lundberg M, Eriksson A, Tran B, Assarsson E, Fredriksson S: Homogeneous antibody-based proximity extension assays provide sensitive and specific detection of low-abundant proteins in human blood. Nucleic Acids Res. 2011, 39: e102-10.1093/nar/gkr424.PubMedCentralCrossRefPubMed
20.
go back to reference Nielsen HJ, Brunner N, Frederiksen C, Lomholt AF, King D, Jorgensen LN: Plasma tissue inhibitor of metalloproteinases-1 (TIMP-1): A novel biological marker in the detection of primary colorectal cancer. Protocol outlines of the Danish-Australian endoscopy study group on colorectal cancer detection. Scand J Gastroenterol. 2008, 43: 242-248. 10.1080/00365520701523439.CrossRefPubMed Nielsen HJ, Brunner N, Frederiksen C, Lomholt AF, King D, Jorgensen LN: Plasma tissue inhibitor of metalloproteinases-1 (TIMP-1): A novel biological marker in the detection of primary colorectal cancer. Protocol outlines of the Danish-Australian endoscopy study group on colorectal cancer detection. Scand J Gastroenterol. 2008, 43: 242-248. 10.1080/00365520701523439.CrossRefPubMed
21.
go back to reference Wurtz SO, Moller S, Mouridsen H, Hertel PB, Friis E, Brunner N: Plasma and serum levels of tissue inhibitor of metalloproteinases-1 are associated with prognosis in node-negative breast cancer: A prospective study. Mol Cell Proteomics. 2008, 7: 424-430.CrossRefPubMed Wurtz SO, Moller S, Mouridsen H, Hertel PB, Friis E, Brunner N: Plasma and serum levels of tissue inhibitor of metalloproteinases-1 are associated with prognosis in node-negative breast cancer: A prospective study. Mol Cell Proteomics. 2008, 7: 424-430.CrossRefPubMed
22.
go back to reference Holten-Andersen MN, Schrohl AS, Brunner N, Nielsen HJ, Hogdall CK, Hogdall EV: Evaluation of sample handling in relation to levels of tissue inhibitor of metalloproteinases-1 measured in blood by immunoassay. Int J Biol Markers. 2003, 18: 170-176.PubMed Holten-Andersen MN, Schrohl AS, Brunner N, Nielsen HJ, Hogdall CK, Hogdall EV: Evaluation of sample handling in relation to levels of tissue inhibitor of metalloproteinases-1 measured in blood by immunoassay. Int J Biol Markers. 2003, 18: 170-176.PubMed
23.
go back to reference Schrohl AS, Wurtz S, Kohn E, Banks RE, Nielsen HJ, Sweep FC: Banking of biological fluids for studies of disease-associated protein biomarkers. Mol Cell Proteomics. 2008, 7: 2061-2066. 10.1074/mcp.R800010-MCP200.PubMedCentralCrossRefPubMed Schrohl AS, Wurtz S, Kohn E, Banks RE, Nielsen HJ, Sweep FC: Banking of biological fluids for studies of disease-associated protein biomarkers. Mol Cell Proteomics. 2008, 7: 2061-2066. 10.1074/mcp.R800010-MCP200.PubMedCentralCrossRefPubMed
24.
go back to reference Gao YC, Yuan ZB, Yang YD, Lu HK: Effect of freeze-thaw cycles on serum measurements of AFP, CEA, CA125 and CA19-9. Scand J Clin Lab Invest. 2007, 67: 741-747. 10.1080/00365510701297480.CrossRefPubMed Gao YC, Yuan ZB, Yang YD, Lu HK: Effect of freeze-thaw cycles on serum measurements of AFP, CEA, CA125 and CA19-9. Scand J Clin Lab Invest. 2007, 67: 741-747. 10.1080/00365510701297480.CrossRefPubMed
25.
go back to reference Lundberg M, Thorsen SB, Assarsson E, Villablanca A, Tran B, Gee N: Multiplexed homogeneous proximity ligation assays for high-throughput protein biomarker research in serological material. Mol Cell Proteomics. 2011, 10: M110-PubMedCentralCrossRefPubMed Lundberg M, Thorsen SB, Assarsson E, Villablanca A, Tran B, Gee N: Multiplexed homogeneous proximity ligation assays for high-throughput protein biomarker research in serological material. Mol Cell Proteomics. 2011, 10: M110-PubMedCentralCrossRefPubMed
26.
go back to reference Holten-Andersen MN, Murphy G, Nielsen HJ, Pedersen AN, Christensen IJ, Hoyer-Hansen G: Quantitation of TIMP-1 in plasma of healthy blood donors and patients with advanced cancer. Br J Cancer. 1999, 80: 495-503. 10.1038/sj.bjc.6690384.PubMedCentralCrossRefPubMed Holten-Andersen MN, Murphy G, Nielsen HJ, Pedersen AN, Christensen IJ, Hoyer-Hansen G: Quantitation of TIMP-1 in plasma of healthy blood donors and patients with advanced cancer. Br J Cancer. 1999, 80: 495-503. 10.1038/sj.bjc.6690384.PubMedCentralCrossRefPubMed
27.
go back to reference Manser CN, Bachmann LM, Brunner J, Hunold F, Bauerfeind P, Marbet UA: Colonoscopy screening markedly reduces the occurrence of colon carcinomas and carcinoma-related death: A closed cohort study. Gastrointest Endosc. 2012, 76: 110-117. 10.1016/j.gie.2012.02.040.CrossRefPubMed Manser CN, Bachmann LM, Brunner J, Hunold F, Bauerfeind P, Marbet UA: Colonoscopy screening markedly reduces the occurrence of colon carcinomas and carcinoma-related death: A closed cohort study. Gastrointest Endosc. 2012, 76: 110-117. 10.1016/j.gie.2012.02.040.CrossRefPubMed
28.
go back to reference Pritzker KP: Cancer biomarkers: easier said than done. Clin Chem. 2002, 48: 1147-1150.PubMed Pritzker KP: Cancer biomarkers: easier said than done. Clin Chem. 2002, 48: 1147-1150.PubMed
29.
go back to reference Kawa S, Tokoo M, Hasebe O, Hayashi K, Imai H, Oguchi H: Comparative study of CA242 and CA19-9 for the diagnosis of pancreatic cancer. Br J Cancer. 1994, 70: 481-486. 10.1038/bjc.1994.331.PubMedCentralCrossRefPubMed Kawa S, Tokoo M, Hasebe O, Hayashi K, Imai H, Oguchi H: Comparative study of CA242 and CA19-9 for the diagnosis of pancreatic cancer. Br J Cancer. 1994, 70: 481-486. 10.1038/bjc.1994.331.PubMedCentralCrossRefPubMed
30.
go back to reference Vernon SW: Participation in colorectal cancer screening: A review. J Natl Cancer Inst. 1997, 89: 1406-1422. 10.1093/jnci/89.19.1406.CrossRefPubMed Vernon SW: Participation in colorectal cancer screening: A review. J Natl Cancer Inst. 1997, 89: 1406-1422. 10.1093/jnci/89.19.1406.CrossRefPubMed
31.
go back to reference Hewitson P, Glasziou P, Watson E, Towler B, Irwig L: Cochrane systematic review of colorectal cancer screening using the fecal occult blood test (hemoccult): an update. Am J Gastroenterol. 2008, 103: 1541-1549. 10.1111/j.1572-0241.2008.01875.x.CrossRefPubMed Hewitson P, Glasziou P, Watson E, Towler B, Irwig L: Cochrane systematic review of colorectal cancer screening using the fecal occult blood test (hemoccult): an update. Am J Gastroenterol. 2008, 103: 1541-1549. 10.1111/j.1572-0241.2008.01875.x.CrossRefPubMed
32.
go back to reference Jorgensen OD, Kronborg O, Fenger C: A randomised study of screening for colorectal cancer using faecal occult blood testing: Results after 13 years and seven biennial screening rounds. Gut. 2002, 50: 29-32. 10.1136/gut.50.1.29.PubMedCentralCrossRefPubMed Jorgensen OD, Kronborg O, Fenger C: A randomised study of screening for colorectal cancer using faecal occult blood testing: Results after 13 years and seven biennial screening rounds. Gut. 2002, 50: 29-32. 10.1136/gut.50.1.29.PubMedCentralCrossRefPubMed
33.
go back to reference Sanford KW, McPherson RA: Fecal occult blood testing. Clin Lab Med. 2009, 29: 523-541. 10.1016/j.cll.2009.06.008.CrossRefPubMed Sanford KW, McPherson RA: Fecal occult blood testing. Clin Lab Med. 2009, 29: 523-541. 10.1016/j.cll.2009.06.008.CrossRefPubMed
34.
go back to reference Macedo MF, De SM: Transferrin and the transferrin receptor: Of magic bullets and other concerns. Inflamm Allergy Drug Targets. 2008, 7: 41-52. 10.2174/187152808784165162.CrossRefPubMed Macedo MF, De SM: Transferrin and the transferrin receptor: Of magic bullets and other concerns. Inflamm Allergy Drug Targets. 2008, 7: 41-52. 10.2174/187152808784165162.CrossRefPubMed
35.
go back to reference Jones DT, Trowbridge IS, Harris AL: Effects of transferrin receptor blockade on cancer cell proliferation and hypoxia-inducible factor function and their differential regulation by ascorbate. Cancer Res. 2006, 66: 2749-2756. 10.1158/0008-5472.CAN-05-3857.CrossRefPubMed Jones DT, Trowbridge IS, Harris AL: Effects of transferrin receptor blockade on cancer cell proliferation and hypoxia-inducible factor function and their differential regulation by ascorbate. Cancer Res. 2006, 66: 2749-2756. 10.1158/0008-5472.CAN-05-3857.CrossRefPubMed
36.
go back to reference Hammarstrom S: The carcinoembryonic antigen (CEA) family: Structures, suggested functions and expression in normal and malignant tissues. Semin Cancer Biol. 1999, 9: 67-81. 10.1006/scbi.1998.0119.CrossRefPubMed Hammarstrom S: The carcinoembryonic antigen (CEA) family: Structures, suggested functions and expression in normal and malignant tissues. Semin Cancer Biol. 1999, 9: 67-81. 10.1006/scbi.1998.0119.CrossRefPubMed
37.
go back to reference Yang XQ, Chen C, Hou JX, Peng CW, Huang CQ, Li Y: Preoperative serum carbohydrate antigen 242 is a useful predictive and prognostic marker in colorectal cancer. Hepatogastroenterology. 2011, 58: 377-382.CrossRefPubMed Yang XQ, Chen C, Hou JX, Peng CW, Huang CQ, Li Y: Preoperative serum carbohydrate antigen 242 is a useful predictive and prognostic marker in colorectal cancer. Hepatogastroenterology. 2011, 58: 377-382.CrossRefPubMed
38.
go back to reference Hori SS, Gambhir SS: Mathematical model identifies blood biomarker-based early cancer detection strategies and limitations. Sci Transl Med. 2011, 3: 109-116.CrossRef Hori SS, Gambhir SS: Mathematical model identifies blood biomarker-based early cancer detection strategies and limitations. Sci Transl Med. 2011, 3: 109-116.CrossRef
39.
go back to reference Saeland E, Belo AI, Mongera S, Van DI, Meijer GA, Van KY: Differential glycosylation of MUC1 and CEACAM5 between normal mucosa and tumour tissue of colon cancer patients. Int J Cancer. 2012, 131: 117-128. 10.1002/ijc.26354.CrossRefPubMed Saeland E, Belo AI, Mongera S, Van DI, Meijer GA, Van KY: Differential glycosylation of MUC1 and CEACAM5 between normal mucosa and tumour tissue of colon cancer patients. Int J Cancer. 2012, 131: 117-128. 10.1002/ijc.26354.CrossRefPubMed
40.
go back to reference Lee H, Rhee H, Kang HJ, Kim HS, Min BS, Kim NK: Macrophage migration inhibitory factor may be used as an early diagnostic marker in colorectal carcinomas. Am J Clin Pathol. 2008, 129: 772-779. 10.1309/GFCLLRH8A68XKMJN.CrossRefPubMed Lee H, Rhee H, Kang HJ, Kim HS, Min BS, Kim NK: Macrophage migration inhibitory factor may be used as an early diagnostic marker in colorectal carcinomas. Am J Clin Pathol. 2008, 129: 772-779. 10.1309/GFCLLRH8A68XKMJN.CrossRefPubMed
41.
go back to reference Likui W, Hong W, Shuwen Z: Clinical significance of the upregulated osteopontin mRNA expression in human colorectal cancer. J Gastrointest Surg. 2010, 14: 74-81. 10.1007/s11605-009-1035-z.CrossRefPubMed Likui W, Hong W, Shuwen Z: Clinical significance of the upregulated osteopontin mRNA expression in human colorectal cancer. J Gastrointest Surg. 2010, 14: 74-81. 10.1007/s11605-009-1035-z.CrossRefPubMed
42.
go back to reference Prutki M, Poljak-Blazi M, Jakopovic M, Tomas D, Stipancic I, Zarkovic N: Altered iron metabolism, transferrin receptor 1 and ferritin in patients with colon cancer. Cancer Lett. 2006, 238: 188-196. 10.1016/j.canlet.2005.07.001.CrossRefPubMed Prutki M, Poljak-Blazi M, Jakopovic M, Tomas D, Stipancic I, Zarkovic N: Altered iron metabolism, transferrin receptor 1 and ferritin in patients with colon cancer. Cancer Lett. 2006, 238: 188-196. 10.1016/j.canlet.2005.07.001.CrossRefPubMed
43.
go back to reference Holten-Andersen MN, Stephens RW, Nielsen HJ, Murphy G, Christensen IJ, Stetler-Stevenson W: High preoperative plasma tissue inhibitor of metalloproteinase-1 levels are associated with short survival of patients with colorectal cancer. Clin Cancer Res. 2000, 6: 4292-4299.PubMed Holten-Andersen MN, Stephens RW, Nielsen HJ, Murphy G, Christensen IJ, Stetler-Stevenson W: High preoperative plasma tissue inhibitor of metalloproteinase-1 levels are associated with short survival of patients with colorectal cancer. Clin Cancer Res. 2000, 6: 4292-4299.PubMed
44.
go back to reference Gustafsdottir SM, Nordengrahn A, Fredriksson S, Wallgren P, Rivera E, Schallmeiner E: Detection of individual microbial pathogens by proximity ligation. Clin Chem. 2006, 52: 1152-1160. 10.1373/clinchem.2005.065847.CrossRefPubMed Gustafsdottir SM, Nordengrahn A, Fredriksson S, Wallgren P, Rivera E, Schallmeiner E: Detection of individual microbial pathogens by proximity ligation. Clin Chem. 2006, 52: 1152-1160. 10.1373/clinchem.2005.065847.CrossRefPubMed
Metadata
Title
Detection of serological biomarkers by proximity extension assay for detection of colorectal neoplasias in symptomatic individuals
Authors
Stine Buch Thorsen
Martin Lundberg
Andrea Villablanca
Sarah Louise T Christensen
Kirstine Christensen Belling
Birgitte Sander Nielsen
Mick Knowles
Nick Gee
Hans Jørgen Nielsen
Nils Brünner
Ib Jarle Christensen
Simon Fredriksson
Jan Stenvang
Erika Assarsson
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Journal of Translational Medicine / Issue 1/2013
Electronic ISSN: 1479-5876
DOI
https://doi.org/10.1186/1479-5876-11-253

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