Identification of Highly Sensitive Pleural Effusion Protein Biomarkers for Malignant Pleural Mesothelioma by Affinity-Based Quantitative Proteomics

被引:2
|
作者
Palstrom, Nicolai B. [1 ,2 ]
Overgaard, Martin [1 ,2 ]
Licht, Peter [2 ,3 ]
Beck, Hans C. [1 ,2 ]
机构
[1] Odense Univ Hosp, Dept Clin Biochem, DK-5000 Odense, Denmark
[2] Univ Southern Denmark, Dept Clin Res, DK-5000 Odense, Denmark
[3] Odense Univ Hosp, Dept Cardiothorac & Vasc Surg, DK-5000 Odense, Denmark
关键词
proteomics; malignant mesothelioma; fibulin-3; mesothelin; pleural effusion biomarkers; FIBULIN-3; EXPRESSION; MARKERS; CEA;
D O I
10.3390/cancers15030641
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Simple Summary The development of malignant pleural mesothelioma, a rare and often aggressive cancer associated with asbestos exposure, can take decades to develop. The existing methods for diagnosis are insufficient, hence, better detection methods are required. Given that pleural effusions are close to the tumor and reasonably accessible, it is believed that pleural effusion contains biomarkers that can provide insight into the disease. As part of our explorative analysis of pleural effusion, we applied a novel mass spectrometry-based method, and as a result, we have identified several proteins with diagnostic potential as markers for malignant pleural mesothelioma. The research into the potential use of pleural effusion biomarkers as a viable future diagnostic tool for malignant pleural mesothelioma will be advanced with the addition of the knowledge gained from our study. Malignant pleural mesothelioma (MPM) is an asbestos-associated, highly aggressive cancer characterized by late-stage diagnosis and poor prognosis. Gold standards for diagnosis are pleural biopsy and cytology of pleural effusion (PE), both of which are limited by low sensitivity and markedly inter-observer variations. Therefore, the assessment of PE biomarkers is considered a viable and objective diagnostic tool for MPM diagnosis. We applied a novel affinity-enrichment mass spectrometry-based proteomics method for explorative analysis of pleural effusions from a prospective cohort of 84 patients referred for thoracoscopy due to clinical suspicion of MPM. Protein biomarkers with a high capability to discriminate MPM from non-MPM patients were identified, and a Random Forest algorithm was applied for building classification models. Immunohistology of pleural biopsies confirmed MPM in 40 patients and ruled out MPM in 44 patients. Proteomic analysis of pleural effusions identified panels of proteins with excellent diagnostic properties (90-100% sensitivities, 89-98% specificities, and AUC 0.97-0.99) depending on the specific protein combination. Diagnostic proteins associated with cancer growth included galactin-3 binding protein, testican-2, haptoglobin, Beta ig-h3, and protein AMBP. Moreover, we also confirmed previously reported diagnostic accuracies of the MPM markers fibulin-3 and mesothelin measured by two complementary mass spectrometry-based methods. In conclusion, a novel affinity-enrichment mass spectrometry-based proteomics identified panels of proteins in pleural effusion with extraordinary diagnostic accuracies, which are described here for the first time as biomarkers for MPM.
引用
收藏
页数:13
相关论文
共 48 条
  • [1] Quantitative proteomics revealed protein biomarkers to distinguish malignant pleural effusion from benign pleural effusion
    Dong, Tingyan
    Liang, Yueming
    Chen, Hui
    Li, Yanling
    Li, Zhiping
    Gao, Xinglin
    JOURNAL OF PROTEOMICS, 2024, 302
  • [2] Identification of novel biomarkers for malignant pleural mesothelioma by proteomics of serum exosomes
    Abe, Yuko
    Takeda, Yoshito
    Enomoto, Takatoshi
    Yoshimura, Hanako
    Suga, Yasuhiko
    Fukushima, Kiyoharu
    Shiroyama, Takayuki
    Hirata, Haruhiko
    Yokoi, Takashi
    Minami, Toshiyuki
    Kuribayashi, Kozo
    Kijima, Takashi
    Kumanogoh, Atsushi
    CANCER SCIENCE, 2022, 113 : 584 - 584
  • [3] Identification of novel biomarkers for malignant pleural mesothelioma by proteomics of serum exosomes
    Abe, Yuko
    Takeda, Yoshito
    Yoshimura, Hanako
    Koba, Taro
    Suga, Yasuhiko
    Fukushima, Kiyoharu
    Shiroyama, Takayuki
    Koyama, Shohei
    Hirata, Haruhiko
    Iwahori, Kota
    Nagatomo, Izumi
    Kumanogoh, Atsushi
    CANCER SCIENCE, 2021, 112 : 871 - 871
  • [4] Identification of novel biomarkers for malignant pleural mesothelioma by proteomics of serum exosomes
    Abe, Yuko
    Takeda, Yoshito
    Fukushima, Kiyoharu
    Shiroyama, Takayuki
    Hirata, Haruhiko
    Yokoi, Takashi
    Minami, Toshiyuki
    Kuribayashi, Kozo
    Kijima, Takashi
    Adachi, Jun
    Kumanogoh, Atsushi
    CANCER SCIENCE, 2023, 114 : 1377 - 1377
  • [5] Identification of Novel Biomarkers for Malignant Pleural Mesothelioma by Proteomics of Serum Exosomes
    Abe, Y.
    Takeda, Y.
    Suga, Y.
    Hirata, H.
    Yokoi, T.
    Minami, T.
    Kuribayashi, K.
    Kijima, T.
    Kumanogoh, A.
    AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2022, 205
  • [6] A blood based targeted proteomics biomarkers signature for malignant pleural mesothelioma
    Cerciello, F.
    Choi, M.
    Sinicropi-Yao, S. L.
    Lomeo, K.
    Amann, J. M.
    Felley-Bosco, E.
    Stahel, R. A.
    Robinson, B. W.
    Creaney, J.
    Pass, H. I.
    Vitek, O.
    Carbone, D. P.
    SWISS MEDICAL WEEKLY, 2020, : 29S - 29S
  • [7] Label-Free Quantitative Proteomics Identifies Novel Biomarkers for Distinguishing Tuberculosis Pleural Effusion from Malignant Pleural Effusion
    Pan, Liping
    Zhang, Xia
    Jia, Hongyan
    Huang, Mailing
    Liu, Fei
    Wang, Jinghui
    Du, Boping
    Wei, Rongrong
    Sun, Qi
    Xing, Aiying
    Li, Qi
    Zhang, Zongde
    PROTEOMICS CLINICAL APPLICATIONS, 2020, 14 (01)
  • [8] Role of microRNAs as Biomarkers of Malignant Mesothelioma in Patients with Pleural Effusion
    Palleschi, Alessandro
    Bollati, Valentina
    Favero, Chiara
    Mensi, Carolina
    Bareggi, Claudia
    Rimessi, Arianna
    Tosi, Davide
    Mendogni, Paolo
    Nosotti, Mario
    JOURNAL OF THORACIC ONCOLOGY, 2017, 12 (01) : S1348 - S1349
  • [9] Multiplexed proteomics biomarkers for malignant pleural mesothelioma detection in blood
    Cerciello, F.
    Choi, M.
    Sinicropi-Yao, S. L.
    Felley-Bosco, E.
    Stahel, R. A.
    Robinson, B.
    Creaney, J.
    Pass, H. I.
    Vitek, O.
    Carbone, D. P.
    JOURNAL OF THORACIC ONCOLOGY, 2018, 13 (04) : S129 - S129
  • [10] Pleural effusion TGF-beta is highly diagnostic and prognostic in malignant pleural mesothelioma
    Stockhammer, P.
    Ploenes, T.
    Schuler, M.
    Langer, S.
    Aigner, C.
    Hegedus, B.
    ANNALS OF ONCOLOGY, 2019, 30