Cargando…

Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study

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 treatmen...

Descripción completa

Detalles Bibliográficos
Autores principales: Gao, Yue, Liu, Chun-Jie, Li, Hua-Yi, Xiong, Xiao-Ming, Li, Gui-Ling, In ‘t Veld, Sjors G J G, Cai, Guang-Yao, Xie, Gui-Yan, Zeng, Shao-Qing, Wu, Yuan, Chi, Jian-Hua, Liu, Jia-Hao, Zhang, Qiong, Jiao, Xiao-Fei, Shi, Lin-Li, Lu, Wan-Rong, Lv, Wei-Guo, Yang, Xing-Sheng, Piek, Jurgen M J, de Kroon, Cornelis D, Lok, C A R, Supernat, Anna, Łapińska-Szumczyk, Sylwia, Łojkowska, Anna, Żaczek, Anna J, Jassem, Jacek, Tannous, Bakhos A, Sol, Nik, Post, Edward, Best, Myron G, Kong, Bei-Hua, Xie, Xing, Ma, Ding, Wurdinger, Thomas, Guo, An-Yuan, Gao, Qing-Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246718/
https://www.ncbi.nlm.nih.gov/pubmed/36905391
http://dx.doi.org/10.1093/procel/pwac056
_version_ 1785055087471624192
author Gao, Yue
Liu, Chun-Jie
Li, Hua-Yi
Xiong, Xiao-Ming
Li, Gui-Ling
In ‘t Veld, Sjors G J G
Cai, Guang-Yao
Xie, Gui-Yan
Zeng, Shao-Qing
Wu, Yuan
Chi, Jian-Hua
Liu, Jia-Hao
Zhang, Qiong
Jiao, Xiao-Fei
Shi, Lin-Li
Lu, Wan-Rong
Lv, Wei-Guo
Yang, Xing-Sheng
Piek, Jurgen M J
de Kroon, Cornelis D
Lok, C A R
Supernat, Anna
Łapińska-Szumczyk, Sylwia
Łojkowska, Anna
Żaczek, Anna J
Jassem, Jacek
Tannous, Bakhos A
Sol, Nik
Post, Edward
Best, Myron G
Kong, Bei-Hua
Xie, Xing
Ma, Ding
Wurdinger, Thomas
Guo, An-Yuan
Gao, Qing-Lei
author_facet Gao, Yue
Liu, Chun-Jie
Li, Hua-Yi
Xiong, Xiao-Ming
Li, Gui-Ling
In ‘t Veld, Sjors G J G
Cai, Guang-Yao
Xie, Gui-Yan
Zeng, Shao-Qing
Wu, Yuan
Chi, Jian-Hua
Liu, Jia-Hao
Zhang, Qiong
Jiao, Xiao-Fei
Shi, Lin-Li
Lu, Wan-Rong
Lv, Wei-Guo
Yang, Xing-Sheng
Piek, Jurgen M J
de Kroon, Cornelis D
Lok, C A R
Supernat, Anna
Łapińska-Szumczyk, Sylwia
Łojkowska, Anna
Żaczek, Anna J
Jassem, Jacek
Tannous, Bakhos A
Sol, Nik
Post, Edward
Best, Myron G
Kong, Bei-Hua
Xie, Xing
Ma, Ding
Wurdinger, Thomas
Guo, An-Yuan
Gao, Qing-Lei
author_sort Gao, Yue
collection PubMed
description 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.
format Online
Article
Text
id pubmed-10246718
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Oxford University Press
record_format MEDLINE/PubMed
spelling pubmed-102467182023-06-08 Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study Gao, Yue Liu, Chun-Jie Li, Hua-Yi Xiong, Xiao-Ming Li, Gui-Ling In ‘t Veld, Sjors G J G Cai, Guang-Yao Xie, Gui-Yan Zeng, Shao-Qing Wu, Yuan Chi, Jian-Hua Liu, Jia-Hao Zhang, Qiong Jiao, Xiao-Fei Shi, Lin-Li Lu, Wan-Rong Lv, Wei-Guo Yang, Xing-Sheng Piek, Jurgen M J de Kroon, Cornelis D Lok, C A R Supernat, Anna Łapińska-Szumczyk, Sylwia Łojkowska, Anna Żaczek, Anna J Jassem, Jacek Tannous, Bakhos A Sol, Nik Post, Edward Best, Myron G Kong, Bei-Hua Xie, Xing Ma, Ding Wurdinger, Thomas Guo, An-Yuan Gao, Qing-Lei Protein Cell Research Articles 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. Oxford University Press 2022-11-10 /pmc/articles/PMC10246718/ /pubmed/36905391 http://dx.doi.org/10.1093/procel/pwac056 Text en ©The Author(s) 2022. Published by Oxford University Press on behalf of Higher Education Press. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Articles
Gao, Yue
Liu, Chun-Jie
Li, Hua-Yi
Xiong, Xiao-Ming
Li, Gui-Ling
In ‘t Veld, Sjors G J G
Cai, Guang-Yao
Xie, Gui-Yan
Zeng, Shao-Qing
Wu, Yuan
Chi, Jian-Hua
Liu, Jia-Hao
Zhang, Qiong
Jiao, Xiao-Fei
Shi, Lin-Li
Lu, Wan-Rong
Lv, Wei-Guo
Yang, Xing-Sheng
Piek, Jurgen M J
de Kroon, Cornelis D
Lok, C A R
Supernat, Anna
Łapińska-Szumczyk, Sylwia
Łojkowska, Anna
Żaczek, Anna J
Jassem, Jacek
Tannous, Bakhos A
Sol, Nik
Post, Edward
Best, Myron G
Kong, Bei-Hua
Xie, Xing
Ma, Ding
Wurdinger, Thomas
Guo, An-Yuan
Gao, Qing-Lei
Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
title Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
title_full Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
title_fullStr Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
title_full_unstemmed Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
title_short Platelet RNA enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
title_sort platelet rna enables accurate detection of ovarian cancer: an intercontinental, biomarker identification study
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10246718/
https://www.ncbi.nlm.nih.gov/pubmed/36905391
http://dx.doi.org/10.1093/procel/pwac056
work_keys_str_mv AT gaoyue plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT liuchunjie plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT lihuayi plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT xiongxiaoming plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT liguiling plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT intveldsjorsgjg plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT caiguangyao plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT xieguiyan plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT zengshaoqing plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT wuyuan plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT chijianhua plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT liujiahao plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT zhangqiong plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT jiaoxiaofei plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT shilinli plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT luwanrong plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT lvweiguo plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT yangxingsheng plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT piekjurgenmj plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT dekrooncornelisd plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT lokcar plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT supernatanna plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT łapinskaszumczyksylwia plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT łojkowskaanna plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT zaczekannaj plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT jassemjacek plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT tannousbakhosa plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT solnik plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT postedward plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT bestmyrong plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT kongbeihua plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT xiexing plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT mading plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT wurdingerthomas plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT guoanyuan plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy
AT gaoqinglei plateletrnaenablesaccuratedetectionofovariancanceranintercontinentalbiomarkeridentificationstudy