Serum DKK1 as a protein biomarker for the diagnosis of hepatocellular carcinoma: a large-scale, multicentre study
Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infect...
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Published in | The lancet oncology Vol. 13; no. 8; pp. 817 - 826 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
England
Elsevier Ltd
01.08.2012
Elsevier Limited |
Subjects | |
Online Access | Get full text |
ISSN | 1470-2045 1474-5488 1474-5488 |
DOI | 10.1016/S1470-2045(12)70233-4 |
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Abstract | Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC.
We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between February, 2009, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy.
We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820–0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825–0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835–0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846–0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801–0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815–0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829–0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804–0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798–0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832–0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866–0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856–0·920], 78·5%, and 87·2% in the validation cohort).
DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases.
National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. |
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AbstractList | Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between July, 2010, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820-0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825-0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835-0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846-0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801-0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815-0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829-0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804-0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798-0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832-0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866-0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856-0·920], 78·5%, and 87·2% in the validation cohort). DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases. National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. Methods: We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between July, 2010, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. Summary Background Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. Methods We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between February, 2009, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. Findings We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820–0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825–0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835–0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846–0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801–0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815–0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829–0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804–0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798–0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832–0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866–0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856–0·920], 78·5%, and 87·2% in the validation cohort). Interpretation DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases. Funding National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC.BACKGROUNDHepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC.We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between July, 2010, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy.METHODSWe analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between July, 2010, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy.We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820-0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825-0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835-0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846-0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801-0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815-0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829-0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804-0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798-0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832-0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866-0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856-0·920], 78·5%, and 87·2% in the validation cohort).FINDINGSWe assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820-0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825-0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835-0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846-0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801-0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815-0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829-0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804-0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798-0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832-0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866-0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856-0·920], 78·5%, and 87·2% in the validation cohort).DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases.INTERPRETATIONDKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases.National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China.FUNDINGNational Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. Background: Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. Methods: We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between July, 2010, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. Findings: We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2.153 ng/mL (area under curve [AUC] 0.848 [95% CI 0.820-0.875], sensitivity 69.1%, and specificity 90.6% in the test cohort; 0.862 [0.825-0.899], 71.3%, and 87.2% in the validation cohort). Similar results were noted for early-stage HCC (0.865 [0.835-0.895], 70.9%, and 90.5% in the test cohort; 0.896 [0.846-0.947], 73.8%, and 87.2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were alpha -fetoprotein (AFP) negative (0.841 [0.801-0.882], 70.4%, and 90.0% in the test cohort; 0.869 [0.815-0.923], 66.7%, and 87.2% in the validation cohort), including for patients with early-stage HCC (0.870 [0.829-0.911], 73.1%, and 90.0% in the test cohort; 0.893 [0.804-0.983], 72.2%, and 87.2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0.834 [0.798-0.871], 69.1%, and 84.7% in the test cohort; 0.873 [0.832-0.913], 71.3%, and 90.6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0.889 [0.866-0.913], 73.3%, and 93.4% in the test cohort; 0.888 [0.856-0.920], 78.5%, and 87.2% in the validation cohort). Interpretation: DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases. Funding National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between February, 2009, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820–0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825–0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835–0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846–0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801–0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815–0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829–0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804–0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798–0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832–0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866–0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856–0·920], 78·5%, and 87·2% in the validation cohort). DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases. National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. Background Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. Methods We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between February, 2009, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. Findings We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2.153 ng/mL (area under curve [AUC] 0.848 [95% CI 0.820-0.875], sensitivity 69.1%, and specificity 90.6% in the test cohort; 0.862 [0.825-0.899], 71.3%, and 87.2% in the validation cohort). Similar results were noted for early-stage HCC (0.865 [0.835-0.895], 70.9%, and 90.5% in the test cohort; 0.896 [0.846-0.947], 73.8%, and 87.2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were alpha -fetoprotein (AFP) negative (0.841 [0.801-0.882], 70.4%, and 90.0% in the test cohort; 0.869 [0.815-0.923], 66.7%, and 87.2% in the validation cohort), including for patients with early-stage HCC (0.870 [0.829-0.911], 73.1%, and 90.0% in the test cohort; 0.893 [0.804-0.983], 72.2%, and 87.2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0.834 [0.798-0.871], 69.1%, and 84.7% in the test cohort; 0.873 [0.832-0.913], 71.3%, and 90.6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0.889 [0.866-0.913], 73.3%, and 93.4% in the test cohort; 0.888 [0.856-0.920], 78.5%, and 87.2% in the validation cohort). Interpretation DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases. Funding National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of Dickkopf-1 (DKK1) in serum could improve diagnostic accuracy for HCC. We analysed data for patients with HCC, chronic hepatitis B virus (HBV) infection, liver cirrhosis, and healthy controls, recruited from two Chinese centres between December, 2008, and July, 2009. A validation cohort matched for age and sex was recruited from another centre in China between July, 2010, and June, 2011. DKK1 was measured in serum by ELISA by independent researchers who had no access to patients' clinical information. We used receiver operating characteristics (ROC) to calculate diagnostic accuracy. We assessed serum DKK1 in 831 participants: 424 with HCC, 98 with chronic HBV infection, 96 with cirrhosis, and 213 healthy controls. The validation cohort comprised 453 participants: 209 with HCC, 73 with chronic HBV infection, 72 with cirrhosis, and 99 healthy controls. Levels of DKK1 in serum were significantly higher in patients with HCC than in all controls. ROC curves showed the optimum diagnostic cutoff was 2·153 ng/mL (area under curve [AUC] 0·848 [95% CI 0·820-0·875], sensitivity 69·1%, and specificity 90·6% in the test cohort; 0·862 [0·825-0·899], 71·3%, and 87·2% in the validation cohort). Similar results were noted for early-stage HCC (0·865 [0·835-0·895], 70·9%, and 90·5% in the test cohort; 0·896 [0·846-0·947], 73·8%, and 87·2% in the validation cohort). Furthermore, DKK1 maintained diagnostic accuracy for patients with HCC who were α-fetoprotein (AFP) negative (0·841 [0·801-0·882], 70·4%, and 90·0% in the test cohort; 0·869 [0·815-0·923], 66·7%, and 87·2% in the validation cohort), including for patients with early-stage HCC (0·870 [0·829-0·911], 73·1%, and 90·0% in the test cohort; 0·893 [0·804-0·983], 72·2%, and 87·2% in the validation cohort), compared with all controls. Raised concentrations of DKK1 in serum could differentiate HCC from chronic HBV infection and cirrhosis (0·834 [0·798-0·871], 69·1%, and 84·7% in the test cohort; 0·873 [0·832-0·913], 71·3%, and 90·6% in the validation cohort). Moreover, measurement of DKK1 and AFP together improved diagnostic accuracy for HCC versus all controls compared with either test alone (0·889 [0·866-0·913], 73·3%, and 93·4% in the test cohort; 0·888 [0·856-0·920], 78·5%, and 87·2% in the validation cohort). DKK1 could complement measurement of AFP in the diagnosis of HCC and improve identification of patients with AFP-negative HCC and distinguish HCC from non-malignant chronic liver diseases. National Key Basic Research Programme of China, National Key Sci-Tech Special Projects of Infectious Diseases, National Natural Science Foundation of China, Research Fund for the Doctoral Programme of Higher Education of China. |
Author | Zhou, Jian Wu, Zheng Fan, Jia Niu, Yongdong Gu, Jianren Yang, Shengli Wang, Ning Yang, Xin-Rong Tang, Ning Chu, Wei Wu, Jinhua Tan, Yexiong Shen, Qiujin Zhao, Weifeng Xu, Yang Qin, Wenxin Qiu, Shuang-Jian Shi, Ying-Hong Zhang, Zhigang Wang, Hongyang Yu, Bin Wang, Min |
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Weifeng surname: Zhao fullname: Zhao, Weifeng organization: Department of Infectious Diseases, First Affiliated Hospital of Soochow University, Suzhou, China – sequence: 6 givenname: Yang surname: Xu fullname: Xu, Yang organization: Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China – sequence: 7 givenname: Ning surname: Wang fullname: Wang, Ning organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 8 givenname: Yongdong surname: Niu fullname: Niu, Yongdong organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 9 givenname: Zheng surname: Wu fullname: Wu, Zheng organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 10 givenname: Jian surname: Zhou fullname: Zhou, Jian organization: Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China – sequence: 11 givenname: Shuang-Jian surname: Qiu fullname: Qiu, Shuang-Jian organization: Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China – sequence: 12 givenname: Ying-Hong surname: Shi fullname: Shi, Ying-Hong organization: Department of Liver Surgery, Liver Cancer Institute, Zhongshan Hospital, and Key Laboratory of Carcinogenesis and Cancer Invasion of Ministry of Education, Fudan University, Shanghai, China – sequence: 13 givenname: Bin surname: Yu fullname: Yu, Bin organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 14 givenname: Ning surname: Tang fullname: Tang, Ning organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 15 givenname: Wei surname: Chu fullname: Chu, Wei organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 16 givenname: Min surname: Wang fullname: Wang, Min organization: Eastern Hepatobiliary Surgery Hospital, Second Military Medical University, Shanghai, China – sequence: 17 givenname: Jinhua surname: Wu fullname: Wu, Jinhua organization: Department of Infectious Diseases, First Affiliated Hospital of Soochow University, Suzhou, China – sequence: 18 givenname: Zhigang surname: Zhang fullname: Zhang, Zhigang organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 19 givenname: Shengli surname: Yang fullname: Yang, Shengli organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 20 givenname: Jianren surname: Gu fullname: Gu, Jianren organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 21 givenname: Hongyang surname: Wang fullname: Wang, Hongyang organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China – sequence: 22 givenname: Wenxin surname: Qin fullname: Qin, Wenxin email: wxqin@sjtu.edu.cn organization: State Key Laboratory of Oncogenes and Related Genes, Shanghai Cancer Institute, Renji Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/22738799$$D View this record in MEDLINE/PubMed |
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Snippet | Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement of... Summary Background Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether... Background Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether measurement... Background: Hepatocellular carcinoma (HCC) is prevalent worldwide and improvements in timely and effective diagnosis are needed. We assessed whether... |
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SubjectTerms | Accuracy alpha-Fetoproteins - analysis Biomarkers Biomarkers, Tumor - blood Carcinoma, Hepatocellular - blood Carcinoma, Hepatocellular - diagnosis Carcinoma, Hepatocellular - pathology Case-Control Studies China Diagnosis, Differential Enzyme-Linked Immunosorbent Assay Female Hematology, Oncology and Palliative Medicine Hepatitis B Hepatitis B virus Hepatitis B, Chronic - blood Hepatitis B, Chronic - diagnosis Histopathology Hospitals Humans Infections Infectious diseases Intercellular Signaling Peptides and Proteins - blood Liver cancer Liver cirrhosis Liver Cirrhosis - blood Liver Cirrhosis - diagnosis Liver diseases Liver Neoplasms - blood Liver Neoplasms - diagnosis Liver Neoplasms - pathology Male Neoplasm Staging Predictive Value of Tests Prognosis Reproducibility of Results ROC Curve Sensitivity and Specificity Tumors |
Title | Serum DKK1 as a protein biomarker for the diagnosis of hepatocellular carcinoma: a large-scale, multicentre study |
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