Development of a Multiplexed Tumor-Associated Autoantibody-Based Blood Test for the Detection of Non-Small Cell Lung Cancer
被引:78
作者:
Farlow, Erin C.
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Rush Univ, Med Ctr, Dept Gen Surg, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Farlow, Erin C.
[2
]
Patel, Kalpa
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机构:
Rush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Patel, Kalpa
[1
]
Basu, Sanjib
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机构:
Rush Univ, Med Ctr, Dept Prevent Med, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Basu, Sanjib
[3
]
Lee, Bao-Shiang
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机构:
Univ Illinois, Res Resources Ctr, Prot Res Lab, Chicago, IL USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Lee, Bao-Shiang
[7
]
Kim, Anthony W.
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h-index: 0
机构:
Rush Univ, Med Ctr, Dept Thorac Surg, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Kim, Anthony W.
[4
]
Coon, John S.
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机构:
Rush Univ, Med Ctr, Dept Pathol, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Coon, John S.
[5
]
Faber, L. Penfield
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h-index: 0
机构:
Rush Univ, Med Ctr, Dept Thorac Surg, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Faber, L. Penfield
[4
]
Bonomi, Philip
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机构:
Rush Univ, Med Ctr, Dept Med Oncol, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Bonomi, Philip
[6
]
Liptay, Michael J.
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h-index: 0
机构:
Rush Univ, Med Ctr, Dept Thorac Surg, Chicago, IL 60612 USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Liptay, Michael J.
[4
]
Borgia, Jeffrey A.
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h-index: 0
机构:
Rush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Univ Illinois, Res Resources Ctr, Prot Res Lab, Chicago, IL USARush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
Borgia, Jeffrey A.
[1
,7
]
机构:
[1] Rush Univ, Med Ctr, Dept Biochem, Chicago, IL 60612 USA
[2] Rush Univ, Med Ctr, Dept Gen Surg, Chicago, IL 60612 USA
[3] Rush Univ, Med Ctr, Dept Prevent Med, Chicago, IL 60612 USA
[4] Rush Univ, Med Ctr, Dept Thorac Surg, Chicago, IL 60612 USA
[5] Rush Univ, Med Ctr, Dept Pathol, Chicago, IL 60612 USA
[6] Rush Univ, Med Ctr, Dept Med Oncol, Chicago, IL 60612 USA
[7] Univ Illinois, Res Resources Ctr, Prot Res Lab, Chicago, IL USA
Purpose: Non-small cell lung cancer (NSCLC) has an overall 5-year survival of <15%; however, the 5-year survival for stage I disease is over 50%. Unfortunately, 75% of NSCLC is diagnosed at an advanced stage not amenable to surgery. A convenient serum assay capable of unambiguously identifying patients with NSCLC may provide an ideal diagnostic measure to complement computed tomography-based screening protocols. Experimental Design: Standard immunoproteomic method was used to assess differences in circulating autoantibodies among lung adenocarcinoma patients relative to cancer-free controls. Candidate autoantibodies identified by these discovery phase studies were translated into Luminex-based "direct-capture" immunobead assays along with 10 autoantigens with previously reported diagnostic value. These assays were then used to evaluate a second patient cohort composed of four discrete populations, including: 117 NSCLC (81 T1-2N0M0 and 36 T1-2N1-2M0), 30 chronic obstructive pulmonary disorder (COPD)/asthma, 13 nonmalignant lung nodule, and 31 "normal" controls. Multivariate statistical methods were then used to identify the optimal combination of biomarkers for classifying patient disease status and develop a convenient algorithm for this purpose. Results: Our immunoproteomic-based biomarker discovery efforts yielded 16 autoantibodies differentially expressed in NSCLC versus control serum. Thirteen of the 25 analytes tested showed statistical significance (Mann-Whitney P < 0.05 and a receiver operator characteristic "area under the curve" over 0.65) when evaluated against a second patient cohort. Multivariate statistical analyses identified a six-biomarker panel with only a 7% misclassification rate. Conclusions: We developed a six-autoantibody algorithm for detecting cases of NSCLC among several high-risk populations. Population-based validation studies are now required to assign the true value of this tool for identifying early-stage NSCLC. Clin Cancer Res; 16(13); 3452-62. (C) 2010 AACR.
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Pathol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Borgia, Jeffrey A.
Basu, Sanjib
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Biostat, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Basu, Sanjib
Faber, L. Penfield
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Faber, L. Penfield
Kim, Anthony W.
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h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Kim, Anthony W.
Coon, John S.
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h-index: 0
机构:
Rush Univ, Dept Pathol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Coon, John S.
Kaiser-Walters, Kelly A.
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h-index: 0
机构:
Rush Univ, Dept Pathol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Kaiser-Walters, Kelly A.
Fhied, Cristina
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机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Fhied, Cristina
Thomas, Sherene
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h-index: 0
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Thomas, Sherene
Rouhi, Omid
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h-index: 0
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Med Oncol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Rouhi, Omid
Warren, William H.
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h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Warren, William H.
Bonomi, Philip
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h-index: 0
机构:
Rush Univ, Dept Med Oncol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Bonomi, Philip
Liptay, Michael J.
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h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Pathol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Borgia, Jeffrey A.
Basu, Sanjib
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Biostat, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Basu, Sanjib
Faber, L. Penfield
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Faber, L. Penfield
Kim, Anthony W.
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h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Kim, Anthony W.
Coon, John S.
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h-index: 0
机构:
Rush Univ, Dept Pathol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Coon, John S.
Kaiser-Walters, Kelly A.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Pathol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Kaiser-Walters, Kelly A.
Fhied, Cristina
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Fhied, Cristina
Thomas, Sherene
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Thomas, Sherene
Rouhi, Omid
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Rush Univ, Dept Med Oncol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Rouhi, Omid
Warren, William H.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Warren, William H.
Bonomi, Philip
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Med Oncol, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA
Bonomi, Philip
Liptay, Michael J.
论文数: 0引用数: 0
h-index: 0
机构:
Rush Univ, Dept Thorac Surg, Med Ctr, Chicago, IL 60612 USARush Univ, Dept Biochem, Med Ctr, Chicago, IL 60612 USA