Skip to main content
Top
Published in: Diagnostic Pathology 1/2015

Open Access 01-12-2015 | Research

Assessment of a panel of tumor markers for the differential diagnosis of benign and malignant effusions by well-based reverse phase protein array

Authors: Till Braunschweig, Joon-Yong Chung, Chel Hun Choi, Hanbyoul Cho, Qing-Rong Chen, Ran Xie, Candice Perry, Javed Khan, Stephen M Hewitt

Published in: Diagnostic Pathology | Issue 1/2015

Login to get access

Abstract

Background

The differential diagnosis of benign and malignant effusion is often hampered by low cell content or insufficiently preserved tumor cells. In this study, we evaluated the combined diagnostic value of six tumor markers measured by well-based reverse-phase protein array (RPPA) for diagnosis of malignant effusion.

Methods

A total of 114 patients (46 with malignant effusions, 32 with probable malignant effusions, and 36 with benign effusions) were enrolled. Expressional levels of MUC1, EMA, Pan-CK, HSP90, TGF-β and CA125 were determined by well-based RPPA.

Results

Median relative expression of MUC1, Pan-CK and EMA were significantly higher in malignant effusion than those in probable malignant or benign (p < 0.001, p = 0.003, p < 0.001, respectively), whereas the level of TGF-β in malignant effusions were significantly lower than that in the other groups (p = 0.005). For predicting malignancy, EMA presented the best areas under the curve of 0.728 followed by MUC1 of 0.701. The sensitivity of 52.0% for MUC1 and 48.0% for EMA were not better than cytology. However, sensitivity, negative predictive value, and accuracy of the tumor marker panel were better than cytology by 14.7%, 7.5%, and 6.1%, respectively.

Conclusions

Tumor marker panel measured by well-based RPPA showed values in the differential diagnosis between benign and malignant effusions. Further large scale studies need to be performed to evaluate the utility of this panel of markers.

Virtual slides

The virtual slide(s) for this article can be found here: http://​www.​diagnosticpathol​ogy.​diagnomx.​eu/​vs/​1433424467160224​
Appendix
Available only for authorised users
Literature
1.
go back to reference Nance KV, Shermer RW, Askin FB. Diagnostic efficacy of pleural biopsy as compared with that of pleural fluid examination. Mod Pathol. 1991;4(3):320–4.PubMed Nance KV, Shermer RW, Askin FB. Diagnostic efficacy of pleural biopsy as compared with that of pleural fluid examination. Mod Pathol. 1991;4(3):320–4.PubMed
2.
go back to reference Ong KC, Indumathi V, Poh WT, Ong YY. The diagnostic yield of pleural fluid cytology in malignant pleural effusions. Singapore Med J. 2000;41(1):19–23.PubMed Ong KC, Indumathi V, Poh WT, Ong YY. The diagnostic yield of pleural fluid cytology in malignant pleural effusions. Singapore Med J. 2000;41(1):19–23.PubMed
3.
go back to reference Renshaw AA, Dean BR, Antman KH, Sugarbaker DJ, Cibas ES. The role of cytologic evaluation of pleural fluid in the diagnosis of malignant mesothelioma. Chest. 1997;111(1):106–9.PubMed Renshaw AA, Dean BR, Antman KH, Sugarbaker DJ, Cibas ES. The role of cytologic evaluation of pleural fluid in the diagnosis of malignant mesothelioma. Chest. 1997;111(1):106–9.PubMed
4.
go back to reference Hewitt SM. Design, construction, and use of tissue microarrays. Methods Mol Biol. 2004;264:61–72.PubMed Hewitt SM. Design, construction, and use of tissue microarrays. Methods Mol Biol. 2004;264:61–72.PubMed
5.
go back to reference Metzgeroth G, Kuhn C, Schultheis B, Hehlmann R, Hastka J. Diagnostic accuracy of cytology and immunocytology in carcinomatous effusions. Cytopathology. 2008;19(4):205–11.CrossRefPubMed Metzgeroth G, Kuhn C, Schultheis B, Hehlmann R, Hastka J. Diagnostic accuracy of cytology and immunocytology in carcinomatous effusions. Cytopathology. 2008;19(4):205–11.CrossRefPubMed
6.
go back to reference Hoermann R, Gerbes AL, Spoettl G, Jungst D, Mann K. Immunoreactive human chorionic gonadotropin and its free beta subunit in serum and ascites of patients with malignant tumors. Cancer Res. 1992;52(6):1520–4.PubMed Hoermann R, Gerbes AL, Spoettl G, Jungst D, Mann K. Immunoreactive human chorionic gonadotropin and its free beta subunit in serum and ascites of patients with malignant tumors. Cancer Res. 1992;52(6):1520–4.PubMed
7.
go back to reference Runyon BA, Montano AA, Akriviadis EA, Antillon MR, Irving MA, McHutchison JG. The serum-ascites albumin gradient is superior to the exudate-transudate concept in the differential diagnosis of ascites. Ann Intern Med. 1992;117(3):215–20.PubMed Runyon BA, Montano AA, Akriviadis EA, Antillon MR, Irving MA, McHutchison JG. The serum-ascites albumin gradient is superior to the exudate-transudate concept in the differential diagnosis of ascites. Ann Intern Med. 1992;117(3):215–20.PubMed
8.
go back to reference Chen SJ, Wang SS, Lu CW, Chao Y, Lee FY, Lee SD, et al. Clinical value of tumour markers and serum-ascites albumin gradient in the diagnosis of malignancy-related ascites. J Gastroenterol Hepatol. 1994;9(4):396–400.PubMed Chen SJ, Wang SS, Lu CW, Chao Y, Lee FY, Lee SD, et al. Clinical value of tumour markers and serum-ascites albumin gradient in the diagnosis of malignancy-related ascites. J Gastroenterol Hepatol. 1994;9(4):396–400.PubMed
9.
go back to reference Senger DR, Connolly DT, Van de Water L, Feder J, Dvorak HF. Purification and NH2-terminal amino acid sequence of guinea pig tumor-secreted vascular permeability factor. Cancer Res. 1990;50(6):1774–8.PubMed Senger DR, Connolly DT, Van de Water L, Feder J, Dvorak HF. Purification and NH2-terminal amino acid sequence of guinea pig tumor-secreted vascular permeability factor. Cancer Res. 1990;50(6):1774–8.PubMed
10.
go back to reference Gericke B, Raila J, Sehouli J, Haebel S, Konsgen D, Mustea A, et al. Microheterogeneity of transthyretin in serum and ascitic fluid of ovarian cancer patients. BMC Cancer. 2005;5:133.CrossRefPubMedCentralPubMed Gericke B, Raila J, Sehouli J, Haebel S, Konsgen D, Mustea A, et al. Microheterogeneity of transthyretin in serum and ascitic fluid of ovarian cancer patients. BMC Cancer. 2005;5:133.CrossRefPubMedCentralPubMed
11.
go back to reference Hernandez L, Espasa A, Fernandez C, Candela A, Martin C, Romero S. CEA and CA 549 in serum and pleural fluid of patients with pleural effusion. Lung Cancer. 2002;36(1):83–9.CrossRefPubMed Hernandez L, Espasa A, Fernandez C, Candela A, Martin C, Romero S. CEA and CA 549 in serum and pleural fluid of patients with pleural effusion. Lung Cancer. 2002;36(1):83–9.CrossRefPubMed
12.
go back to reference Li CS, Cheng BC, Ge W, Gao JF. Clinical value of CYFRA21-1, NSE, CA15-3, CA19-9 and CA125 assay in the elderly patients with pleural effusions. Int J Clin Pract. 2007;61(3):444–8.PubMed Li CS, Cheng BC, Ge W, Gao JF. Clinical value of CYFRA21-1, NSE, CA15-3, CA19-9 and CA125 assay in the elderly patients with pleural effusions. Int J Clin Pract. 2007;61(3):444–8.PubMed
13.
go back to reference Jiang H, Gupta R, Somma J. EZH2, a unique marker of malignancy in effusion cytology. Diagn Cytopathol. 2014;42(2):111–6.PubMed Jiang H, Gupta R, Somma J. EZH2, a unique marker of malignancy in effusion cytology. Diagn Cytopathol. 2014;42(2):111–6.PubMed
14.
go back to reference Hyun TS, Barnes M, Tabatabai ZL. The diagnostic utility of D2-40, calretinin, CK5/6, desmin and MOC-31 in the differentiation of mesothelioma from adenocarcinoma in pleural effusion cytology. Acta Cytol. 2012;56(5):527–32.PubMed Hyun TS, Barnes M, Tabatabai ZL. The diagnostic utility of D2-40, calretinin, CK5/6, desmin and MOC-31 in the differentiation of mesothelioma from adenocarcinoma in pleural effusion cytology. Acta Cytol. 2012;56(5):527–32.PubMed
15.
go back to reference Porcel JM, Vives M, Esquerda A, Salud A, Perez B, Rodriguez-Panadero F. Use of a panel of tumor markers (carcinoembryonic antigen, cancer antigen 125, carbohydrate antigen 15–3, and cytokeratin 19 fragments) in pleural fluid for the differential diagnosis of benign and malignant effusions. Chest. 2004;126(6):1757–63.PubMed Porcel JM, Vives M, Esquerda A, Salud A, Perez B, Rodriguez-Panadero F. Use of a panel of tumor markers (carcinoembryonic antigen, cancer antigen 125, carbohydrate antigen 15–3, and cytokeratin 19 fragments) in pleural fluid for the differential diagnosis of benign and malignant effusions. Chest. 2004;126(6):1757–63.PubMed
16.
go back to reference Kremer R, Best LA, Savulescu D, Gavish M, Nagler RM. Pleural fluid analysis of lung cancer vs benign inflammatory disease patients. Br J Cancer. 2010;102(7):1180–4.PubMedCentralPubMed Kremer R, Best LA, Savulescu D, Gavish M, Nagler RM. Pleural fluid analysis of lung cancer vs benign inflammatory disease patients. Br J Cancer. 2010;102(7):1180–4.PubMedCentralPubMed
18.
go back to reference Murugan P, Siddaraju N, Habeebullah S, Basu D. Immunohistochemical distinction between mesothelial and adenocarcinoma cells in serous effusions: a combination panel-based approach with a brief review of the literature. Indian J Pathol Microbiol. 2009;52(2):175–81.PubMed Murugan P, Siddaraju N, Habeebullah S, Basu D. Immunohistochemical distinction between mesothelial and adenocarcinoma cells in serous effusions: a combination panel-based approach with a brief review of the literature. Indian J Pathol Microbiol. 2009;52(2):175–81.PubMed
19.
go back to reference Zimmerman RL, Fogt F, Goonewardene S. Diagnostic value of a second generation CA 15–3 antibody to detect adenocarcinoma in body cavity effusions. Cancer. 2000;90(4):230–4.CrossRefPubMed Zimmerman RL, Fogt F, Goonewardene S. Diagnostic value of a second generation CA 15–3 antibody to detect adenocarcinoma in body cavity effusions. Cancer. 2000;90(4):230–4.CrossRefPubMed
20.
go back to reference Wesseling J, van der Valk SW, Hilkens J. A mechanism for inhibition of E-cadherin-mediated cell-cell adhesion by the membrane-associated mucin episialin/MUC1. Mol Biol Cell. 1996;7(4):565–77.PubMedCentralPubMed Wesseling J, van der Valk SW, Hilkens J. A mechanism for inhibition of E-cadherin-mediated cell-cell adhesion by the membrane-associated mucin episialin/MUC1. Mol Biol Cell. 1996;7(4):565–77.PubMedCentralPubMed
21.
go back to reference Janzi M, Odling J, Pan-Hammarstrom Q, Sundberg M, Lundeberg J, Uhlen M, et al. Serum microarrays for large scale screening of protein levels. Mol Cell Proteomics. 2005;4(12):1942–7.PubMed Janzi M, Odling J, Pan-Hammarstrom Q, Sundberg M, Lundeberg J, Uhlen M, et al. Serum microarrays for large scale screening of protein levels. Mol Cell Proteomics. 2005;4(12):1942–7.PubMed
22.
go back to reference Grote T, Siwak DR, Fritsche HA, Joy C, Mills GB, Simeone D, et al. Validation of reverse phase protein array for practical screening of potential biomarkers in serum and plasma: accurate detection of CA19-9 levels in pancreatic cancer. Proteomics. 2008;8(15):3051–60.CrossRefPubMedCentralPubMed Grote T, Siwak DR, Fritsche HA, Joy C, Mills GB, Simeone D, et al. Validation of reverse phase protein array for practical screening of potential biomarkers in serum and plasma: accurate detection of CA19-9 levels in pancreatic cancer. Proteomics. 2008;8(15):3051–60.CrossRefPubMedCentralPubMed
23.
go back to reference Porcel JM, Vives M. Etiology and pleural fluid characteristics of large and massive effusions. Chest. 2003;124(3):978–83.PubMed Porcel JM, Vives M. Etiology and pleural fluid characteristics of large and massive effusions. Chest. 2003;124(3):978–83.PubMed
24.
go back to reference Chung JY, Lee SJ, Kris Y, Braunschweig T, Traicoff JL, Hewitt SM. A well-based reverse-phase protein array applicable to extracts from formalin-fixed paraffin-embedded tissue. Proteomics Clin Appl. 2008;2(10–11):1539–47.PubMedCentralPubMed Chung JY, Lee SJ, Kris Y, Braunschweig T, Traicoff JL, Hewitt SM. A well-based reverse-phase protein array applicable to extracts from formalin-fixed paraffin-embedded tissue. Proteomics Clin Appl. 2008;2(10–11):1539–47.PubMedCentralPubMed
25.
go back to reference Chung JY, Braunschweig T, Hong SM, Kwon DS, Eo SH, Cho H, et al. Assessment of vascular endothelial growth factor in formalin fixed, paraffin embedded colon cancer specimens by means of a well-based reverse phase protein array. Proteome Sci. 2014;12:27.PubMedCentralPubMed Chung JY, Braunschweig T, Hong SM, Kwon DS, Eo SH, Cho H, et al. Assessment of vascular endothelial growth factor in formalin fixed, paraffin embedded colon cancer specimens by means of a well-based reverse phase protein array. Proteome Sci. 2014;12:27.PubMedCentralPubMed
26.
go back to reference Williams R, Chung JY, Ylaya K, Whiteley G, Hewitt SM. Characterizations and validations of novel antibodies toward translational research. Proteomics Clin Appl. 2010;4(6–7):618–25.PubMed Williams R, Chung JY, Ylaya K, Whiteley G, Hewitt SM. Characterizations and validations of novel antibodies toward translational research. Proteomics Clin Appl. 2010;4(6–7):618–25.PubMed
27.
go back to reference Hermanek P, Hutter RV, Sobin LH, Wittekind C. International Union Against Cancer. Classification of isolated tumor cells and micrometastasis. Cancer. 1999;86(12):2668–73.CrossRefPubMed Hermanek P, Hutter RV, Sobin LH, Wittekind C. International Union Against Cancer. Classification of isolated tumor cells and micrometastasis. Cancer. 1999;86(12):2668–73.CrossRefPubMed
28.
go back to reference Thomas SC, Davidson LR, McKean ME. An investigation of adequate volume for the diagnosis of malignancy in pleural fluids. Cytopathology. 2011;22(3):179–83.CrossRefPubMed Thomas SC, Davidson LR, McKean ME. An investigation of adequate volume for the diagnosis of malignancy in pleural fluids. Cytopathology. 2011;22(3):179–83.CrossRefPubMed
29.
go back to reference Abouzgheib W, Bartter T, Dagher H, Pratter M, Klump W. A prospective study of the volume of pleural fluid required for accurate diagnosis of malignant pleural effusion. Chest. 2009;135(4):999–1001.PubMed Abouzgheib W, Bartter T, Dagher H, Pratter M, Klump W. A prospective study of the volume of pleural fluid required for accurate diagnosis of malignant pleural effusion. Chest. 2009;135(4):999–1001.PubMed
30.
go back to reference Swiderek J, Morcos S, Donthireddy V, Surapaneni R, Jackson-Thompson V, Schultz L, et al. Prospective study to determine the volume of pleural fluid required to diagnose malignancy. Chest. 2010;137(1):68–73.PubMed Swiderek J, Morcos S, Donthireddy V, Surapaneni R, Jackson-Thompson V, Schultz L, et al. Prospective study to determine the volume of pleural fluid required to diagnose malignancy. Chest. 2010;137(1):68–73.PubMed
31.
go back to reference Sallach SM, Sallach JA, Vasquez E, Schultz L, Kvale P. Volume of pleural fluid required for diagnosis of pleural malignancy. Chest. 2002;122(6):1913–7.PubMed Sallach SM, Sallach JA, Vasquez E, Schultz L, Kvale P. Volume of pleural fluid required for diagnosis of pleural malignancy. Chest. 2002;122(6):1913–7.PubMed
32.
go back to reference Heffner JE, Klein JS. Recent advances in the diagnosis and management of malignant pleural effusions. Mayo Clin Proc. 2008;83(2):235–50.PubMed Heffner JE, Klein JS. Recent advances in the diagnosis and management of malignant pleural effusions. Mayo Clin Proc. 2008;83(2):235–50.PubMed
33.
go back to reference Ensani F, Nematizadeh F, Irvanlou G. Accuracy of immunohistochemistry in evaluation of malignant pleural and peritoneal effusions. Pol J Pathol. 2011;62(2):95–100.PubMed Ensani F, Nematizadeh F, Irvanlou G. Accuracy of immunohistochemistry in evaluation of malignant pleural and peritoneal effusions. Pol J Pathol. 2011;62(2):95–100.PubMed
34.
go back to reference Frederick MJ, VanMeter AJ, Gadhikar MA, Henderson YC, Yao H, Pickering CC, et al. Phosphoproteomic analysis of signaling pathways in head and neck squamous cell carcinoma patient samples. Am J Pathol. 2011;178(2):548–71.PubMedCentralPubMed Frederick MJ, VanMeter AJ, Gadhikar MA, Henderson YC, Yao H, Pickering CC, et al. Phosphoproteomic analysis of signaling pathways in head and neck squamous cell carcinoma patient samples. Am J Pathol. 2011;178(2):548–71.PubMedCentralPubMed
35.
go back to reference Yan Y, Serra V, Prudkin L, Scaltriti M, Murli S, Rodriguez O, et al. Evaluation and clinical analyses of downstream targets of the Akt inhibitor GDC-0068. Clin Cancer Res. 2013;19(24):6976–86.PubMed Yan Y, Serra V, Prudkin L, Scaltriti M, Murli S, Rodriguez O, et al. Evaluation and clinical analyses of downstream targets of the Akt inhibitor GDC-0068. Clin Cancer Res. 2013;19(24):6976–86.PubMed
36.
go back to reference Charboneau L, Tory H, Chen T, Winters M, Petricoin 3rd EF, Liotta LA, et al. Utility of reverse phase protein arrays: applications to signalling pathways and human body arrays. Brief Funct Genomic Proteomic. 2002;1(3):305–15.PubMed Charboneau L, Tory H, Chen T, Winters M, Petricoin 3rd EF, Liotta LA, et al. Utility of reverse phase protein arrays: applications to signalling pathways and human body arrays. Brief Funct Genomic Proteomic. 2002;1(3):305–15.PubMed
37.
go back to reference Rolfo C, Castiglia M, Hong D, Alessandro R, Mertens I, Baggerman G, et al. Liquid biopsies in lung cancer: the new ambrosia of researchers. Biochim Biophys Acta. 2014;1846(2):539–46.PubMed Rolfo C, Castiglia M, Hong D, Alessandro R, Mertens I, Baggerman G, et al. Liquid biopsies in lung cancer: the new ambrosia of researchers. Biochim Biophys Acta. 2014;1846(2):539–46.PubMed
38.
go back to reference Miedouge M, Rouzaud P, Salama G, Pujazon MC, Vincent C, Mauduyt MA, et al. Evaluation of seven tumour markers in pleural fluid for the diagnosis of malignant effusions. Br J Cancer. 1999;81(6):1059–65.PubMedCentralPubMed Miedouge M, Rouzaud P, Salama G, Pujazon MC, Vincent C, Mauduyt MA, et al. Evaluation of seven tumour markers in pleural fluid for the diagnosis of malignant effusions. Br J Cancer. 1999;81(6):1059–65.PubMedCentralPubMed
39.
go back to reference Paganuzzi M, Onetto M, Marroni P, Filiberti R, Tassara E, Parodi S, et al. Diagnostic value of CYFRA 21–1 tumor marker and CEA in pleural effusion due to mesothelioma. Chest. 2001;119(4):1138–42.PubMed Paganuzzi M, Onetto M, Marroni P, Filiberti R, Tassara E, Parodi S, et al. Diagnostic value of CYFRA 21–1 tumor marker and CEA in pleural effusion due to mesothelioma. Chest. 2001;119(4):1138–42.PubMed
40.
go back to reference Garcia-Pachon E, Padilla-Navas I, Dosda MD, Miralles-Llopis A. Elevated level of carcinoembryonic antigen in nonmalignant pleural effusions. Chest. 1997;111(3):643–7.PubMed Garcia-Pachon E, Padilla-Navas I, Dosda MD, Miralles-Llopis A. Elevated level of carcinoembryonic antigen in nonmalignant pleural effusions. Chest. 1997;111(3):643–7.PubMed
41.
go back to reference Riedel U, Schonfeld N, Savaser A, Serk M, Loddenkemper R. Diagnostic value of the tumor markers TPA-M, CYPFRA 21–1 and CEA in pleural effusion. Prospective comparison of thoracoscopic investigations in patients with pleural effusion. Pneumologie. 1999;53(10):471–6.CrossRefPubMed Riedel U, Schonfeld N, Savaser A, Serk M, Loddenkemper R. Diagnostic value of the tumor markers TPA-M, CYPFRA 21–1 and CEA in pleural effusion. Prospective comparison of thoracoscopic investigations in patients with pleural effusion. Pneumologie. 1999;53(10):471–6.CrossRefPubMed
42.
go back to reference Riantawan P, Sangsayan P, Bangpattanasiri K, Rojanaraweewong P. Limited additive value of pleural fluid carcinoembryonic antigen level in malignant pleural effusion. Respiration. 2000;67(1):24–9.CrossRefPubMed Riantawan P, Sangsayan P, Bangpattanasiri K, Rojanaraweewong P. Limited additive value of pleural fluid carcinoembryonic antigen level in malignant pleural effusion. Respiration. 2000;67(1):24–9.CrossRefPubMed
43.
go back to reference Dearnaley DP, Sloane JP, Ormerod MG, Steele K, Coombes RC, Clink HM, et al. Increased detection of mammary carcinoma cells in marrow smears using antisera to epithelial membrane antigen. Br J Cancer. 1981;44(1):85–90.PubMedCentralPubMed Dearnaley DP, Sloane JP, Ormerod MG, Steele K, Coombes RC, Clink HM, et al. Increased detection of mammary carcinoma cells in marrow smears using antisera to epithelial membrane antigen. Br J Cancer. 1981;44(1):85–90.PubMedCentralPubMed
44.
go back to reference Cordell J, Richardson TC, Pulford KA, Ghosh AK, Gatter KC, Heyderman E, et al. Production of monoclonal antibodies against human epithelial membrane antigen for use in diagnostic immunocytochemistry. Br J Cancer. 1985;52(3):347–54.PubMedCentralPubMed Cordell J, Richardson TC, Pulford KA, Ghosh AK, Gatter KC, Heyderman E, et al. Production of monoclonal antibodies against human epithelial membrane antigen for use in diagnostic immunocytochemistry. Br J Cancer. 1985;52(3):347–54.PubMedCentralPubMed
45.
go back to reference Price MR, Rye PD, Petrakou E, Murray A, Brady K, Imai S, et al. Summary report on the ISOBM TD-4 Workshop: analysis of 56 monoclonal antibodies against the MUC1 mucin. San Diego, Calif., November 17–23, 1996. Tumour Biol. 1998;19 Suppl 1:1–20.PubMed Price MR, Rye PD, Petrakou E, Murray A, Brady K, Imai S, et al. Summary report on the ISOBM TD-4 Workshop: analysis of 56 monoclonal antibodies against the MUC1 mucin. San Diego, Calif., November 17–23, 1996. Tumour Biol. 1998;19 Suppl 1:1–20.PubMed
46.
go back to reference Langner C, Ratschek M, Rehak P, Schips L, Zigeuner R. Expression of MUC1 (EMA) and E-cadherin in renal cell carcinoma: a systematic immunohistochemical analysis of 188 cases. Mod Pathol. 2004;17(2):180–8.PubMed Langner C, Ratschek M, Rehak P, Schips L, Zigeuner R. Expression of MUC1 (EMA) and E-cadherin in renal cell carcinoma: a systematic immunohistochemical analysis of 188 cases. Mod Pathol. 2004;17(2):180–8.PubMed
Metadata
Title
Assessment of a panel of tumor markers for the differential diagnosis of benign and malignant effusions by well-based reverse phase protein array
Authors
Till Braunschweig
Joon-Yong Chung
Chel Hun Choi
Hanbyoul Cho
Qing-Rong Chen
Ran Xie
Candice Perry
Javed Khan
Stephen M Hewitt
Publication date
01-12-2015
Publisher
BioMed Central
Published in
Diagnostic Pathology / Issue 1/2015
Electronic ISSN: 1746-1596
DOI
https://doi.org/10.1186/s13000-015-0290-4

Other articles of this Issue 1/2015

Diagnostic Pathology 1/2015 Go to the issue