TY - JOUR
T1 - Platelet RNA enables accurate detection of ovarian cancer
T2 - an intercontinental, biomarker identification study
AU - Gao, Yue
AU - Liu, Chun-Jie
AU - Li, Hua-Yi
AU - Xiong, Xiao-Ming
AU - Li, Gui-Ling
AU - in 't Veld, Sjors G. J. G.
AU - Cai, Guang-Yao
AU - Xie, Gui-Yan
AU - Zeng, Shao-Qing
AU - Wu, Yuan
AU - Chi, Jian-Hua
AU - Liu, Jia-Hao
AU - Zhang, Qiong
AU - Jiao, Xiao-Fei
AU - Shi, Lin-Li
AU - Lu, Wan-Rong
AU - Lv, Wei-Guo
AU - Yang, Xing-Sheng
AU - Piek, Jurgen M. J.
AU - de Kroon, Cornelis D.
AU - Lok, C. A. R.
AU - Supernat, Anna
AU - Łapińska-Szumczyk, Sylwia
AU - Łojkowska, Anna
AU - Żaczek, Anna J.
AU - Jassem, Jacek
AU - Tannous, Bakhos A.
AU - Sol, Nik
AU - Post, Edward
AU - Best, Myron G.
AU - Kong, Bei-Hua
AU - Xie, Xing
AU - Ma, Ding
AU - Wurdinger, Thomas
AU - Guo, An-Yuan
AU - Gao, Qing-Lei
N1 - Publisher Copyright: ©The Author(s) 2022. Published by Oxford University Press on behalf of Higher Education Press.
PY - 2023/6/7
Y1 - 2023/6/7
N2 - Platelets are reprogrammed by cancer via a process called education, which favors cancer development. The transcriptional profile of tumor-educated platelets (TEPs) is skewed and therefore practicable for cancer detection. This intercontinental, hospital-based, diagnostic study included 761 treatment-naïve inpatients with histologically confirmed adnexal masses and 167 healthy controls from nine medical centers (China, n = 3; Netherlands, n = 5; Poland, n = 1) between September 2016 and May 2019. The main outcomes were the performance of TEPs and their combination with CA125 in two Chinese (VC1 and VC2) and the European (VC3) validation cohorts collectively and independently. Exploratory outcome was the value of TEPs in public pan-cancer platelet transcriptome datasets. The AUCs for TEPs in the combined validation cohort, VC1, VC2, and VC3 were 0.918 (95% CI 0.889-0.948), 0.923 (0.855-0.990), 0.918 (0.872-0.963), and 0.887 (0.813-0.960), respectively. Combination of TEPs and CA125 demonstrated an AUC of 0.922 (0.889-0.955) in the combined validation cohort; 0.955 (0.912-0.997) in VC1; 0.939 (0.901-0.977) in VC2; 0.917 (0.824-1.000) in VC3. For subgroup analysis, TEPs exhibited an AUC of 0.858, 0.859, and 0.920 to detect early-stage, borderline, non-epithelial diseases and 0.899 to discriminate ovarian cancer from endometriosis. TEPs had robustness, compatibility, and universality for preoperative diagnosis of ovarian cancer since it withstood validations in populations of different ethnicities, heterogeneous histological subtypes, and early-stage ovarian cancer. However, these observations warrant prospective validations in a larger population before clinical utilities.
AB - Platelets are reprogrammed by cancer via a process called education, which favors cancer development. The transcriptional profile of tumor-educated platelets (TEPs) is skewed and therefore practicable for cancer detection. This intercontinental, hospital-based, diagnostic study included 761 treatment-naïve inpatients with histologically confirmed adnexal masses and 167 healthy controls from nine medical centers (China, n = 3; Netherlands, n = 5; Poland, n = 1) between September 2016 and May 2019. The main outcomes were the performance of TEPs and their combination with CA125 in two Chinese (VC1 and VC2) and the European (VC3) validation cohorts collectively and independently. Exploratory outcome was the value of TEPs in public pan-cancer platelet transcriptome datasets. The AUCs for TEPs in the combined validation cohort, VC1, VC2, and VC3 were 0.918 (95% CI 0.889-0.948), 0.923 (0.855-0.990), 0.918 (0.872-0.963), and 0.887 (0.813-0.960), respectively. Combination of TEPs and CA125 demonstrated an AUC of 0.922 (0.889-0.955) in the combined validation cohort; 0.955 (0.912-0.997) in VC1; 0.939 (0.901-0.977) in VC2; 0.917 (0.824-1.000) in VC3. For subgroup analysis, TEPs exhibited an AUC of 0.858, 0.859, and 0.920 to detect early-stage, borderline, non-epithelial diseases and 0.899 to discriminate ovarian cancer from endometriosis. TEPs had robustness, compatibility, and universality for preoperative diagnosis of ovarian cancer since it withstood validations in populations of different ethnicities, heterogeneous histological subtypes, and early-stage ovarian cancer. However, these observations warrant prospective validations in a larger population before clinical utilities.
KW - liquid biopsy
KW - ovarian cancer
KW - preoperative diagnosis
KW - tumor-educated platelets
UR - http://www.scopus.com/inward/record.url?scp=85163236704&partnerID=8YFLogxK
U2 - https://doi.org/10.1093/procel/pwac056
DO - https://doi.org/10.1093/procel/pwac056
M3 - Article
C2 - 36905391
SN - 1674-800X
VL - 14
SP - 433
EP - 447
JO - Protein and Cell
JF - Protein and Cell
IS - 6
ER -