BARD1 serum autoantibodies for the detection of lung cancer

被引:21
作者
Pilyugin, Maxim [1 ]
Descloux, Pascaline [2 ]
Andre, Pierre-Alain [1 ]
Laszlo, Viktoria [3 ]
Dome, Balazs [3 ,4 ,5 ]
Hegedus, Balazs [3 ,6 ]
Sardy, Sylvain [2 ]
Janes, Samuel [7 ]
Bianco, Andrea [8 ]
Laurent, Geoffrey J. [9 ,10 ]
Irminger-Finger, Irmgard [1 ,9 ,10 ]
机构
[1] Geneva Univ Hosp, Med Genet & Labs, Dept Gynecol & Obstet, Mol Gynecol & Obstet Lab, Geneva, Switzerland
[2] Univ Geneva, Dept Math, Geneva, Switzerland
[3] Med Univ Vienna, Comprehens Canc Ctr Vienna, Dept Surg, Div Thorac Surg, Vienna, Austria
[4] Natl Koranyi Inst Pulmonol, Budapest, Hungary
[5] Semmelweis Univ, Natl Inst Oncol, Dept Thorac Surg, Budapest, Hungary
[6] Semmelweis Univ, Hungarian Acad Sci, Mol Oncol Res Grp, Budapest, Hungary
[7] UCL, Rayne Inst, UCL Resp, Lungs Living Res Ctr, London, England
[8] Univ Molise, Dipartimento Med & Sci Salute V Tiberio, Campobasso, Italy
[9] Univ Western Australia, Inst Resp Hlth, Perth, WA, Australia
[10] Harry Perkins Inst Med Res, Perth, WA, Australia
关键词
EXPRESSION; BIOMARKERS; ISOFORMS; SUSCEPTIBILITY; IDENTIFICATION; VALIDATION; SURVIVAL; BREAST; BRCA1;
D O I
10.1371/journal.pone.0182356
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Purpose Currently the screening for lung cancer for risk groups is based on Computed Tomography (CT) or low dose CT (LDCT); however, the lung cancer death rate has not decreased significantly with people undergoing LDCT. We aimed to develop a simple reliable blood test for early detection of all types of lung cancer based on the immunogenicity of aberrant forms of BARD1 that are specifically upregulated in lung cancer. Methods ELISA assays were performed with a panel of BARD1 epitopes to detect serum levels of antibodies against BARD1 epitopes. We tested 194 blood samples from healthy donors and lung cancer patients with a panel of 40 BARD1 antigens. Using fitted Lasso logistic regression we determined the optimal combination of BARD1 antigens to be used in ELISA for discriminating lung cancer from healthy controls. Random selection of samples for training sets or validations sets was applied to validate the accuracy of our test. Results Fitted Lasso logistic regression models predict high accuracy of the BARD1 autoimmune antibody test with an AUC = 0.96. Validation in independent samples provided and AUC = 0.86 and identical AUCs were obtained for combined stages 1-3 and late stage 4 lung cancers. The BARD1 antibody test is highly specific for lung cancer and not breast or ovarian cancer. Conclusion The BARD1 lung cancer test shows higher sensitivity and specificity than previously published blood tests for lung cancer detection and/or diagnosis or CT scans, and it could detect all types and all stages of lung cancer. This BARD1 lung cancer test could therefore be further developed as i) screening test for early detection of lung cancers in high-risk groups, and ii) diagnostic aid in complementing CT scan.
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页数:14
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