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Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis
Currently, imaging, fecal immunochemical tests (FITs) and serum carcinoembryonic antigen (CEA) tests are not adequate for the early detection and evaluation of metastasis and recurrence in colorectal cancer (CRC). To comprehensively identify and validate more accurate noninvasive biomarkers in urine...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119985/ https://www.ncbi.nlm.nih.gov/pubmed/35589723 http://dx.doi.org/10.1038/s41467-022-30391-8 |
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author | Sun, Yulin Guo, Zhengguang Liu, Xiaoyan Yang, Lijun Jing, Zongpan Cai, Meng Zheng, Zhaoxu Shao, Chen Zhang, Yefan Sun, Haidan Wang, Li Wang, Minjie Li, Jun Tian, Lusong Han, Yue Zou, Shuangmei Gao, Jiajia Zhao, Yan Nan, Peng Xie, Xiufeng Liu, Fang Zhou, Lanping Sun, Wei Zhao, Xiaohang |
author_facet | Sun, Yulin Guo, Zhengguang Liu, Xiaoyan Yang, Lijun Jing, Zongpan Cai, Meng Zheng, Zhaoxu Shao, Chen Zhang, Yefan Sun, Haidan Wang, Li Wang, Minjie Li, Jun Tian, Lusong Han, Yue Zou, Shuangmei Gao, Jiajia Zhao, Yan Nan, Peng Xie, Xiufeng Liu, Fang Zhou, Lanping Sun, Wei Zhao, Xiaohang |
author_sort | Sun, Yulin |
collection | PubMed |
description | Currently, imaging, fecal immunochemical tests (FITs) and serum carcinoembryonic antigen (CEA) tests are not adequate for the early detection and evaluation of metastasis and recurrence in colorectal cancer (CRC). To comprehensively identify and validate more accurate noninvasive biomarkers in urine, we implement a staged discovery-verification-validation pipeline in 657 urine and 993 tissue samples from healthy controls and CRC patients with a distinct metastatic risk. The generated diagnostic signature combined with the FIT test reveals a significantly increased sensitivity (+21.2% in the training set, +43.7% in the validation set) compared to FIT alone. Moreover, the generated metastatic signature for risk stratification correctly predicts over 50% of CEA-negative metastatic patients. The tissue validation shows that elevated urinary protein biomarkers reflect their alterations in tissue. Here, we show promising urinary protein signatures and provide potential interventional targets to reliably detect CRC, although further multi-center external validation is needed to generalize the findings. |
format | Online Article Text |
id | pubmed-9119985 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-91199852022-05-21 Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis Sun, Yulin Guo, Zhengguang Liu, Xiaoyan Yang, Lijun Jing, Zongpan Cai, Meng Zheng, Zhaoxu Shao, Chen Zhang, Yefan Sun, Haidan Wang, Li Wang, Minjie Li, Jun Tian, Lusong Han, Yue Zou, Shuangmei Gao, Jiajia Zhao, Yan Nan, Peng Xie, Xiufeng Liu, Fang Zhou, Lanping Sun, Wei Zhao, Xiaohang Nat Commun Article Currently, imaging, fecal immunochemical tests (FITs) and serum carcinoembryonic antigen (CEA) tests are not adequate for the early detection and evaluation of metastasis and recurrence in colorectal cancer (CRC). To comprehensively identify and validate more accurate noninvasive biomarkers in urine, we implement a staged discovery-verification-validation pipeline in 657 urine and 993 tissue samples from healthy controls and CRC patients with a distinct metastatic risk. The generated diagnostic signature combined with the FIT test reveals a significantly increased sensitivity (+21.2% in the training set, +43.7% in the validation set) compared to FIT alone. Moreover, the generated metastatic signature for risk stratification correctly predicts over 50% of CEA-negative metastatic patients. The tissue validation shows that elevated urinary protein biomarkers reflect their alterations in tissue. Here, we show promising urinary protein signatures and provide potential interventional targets to reliably detect CRC, although further multi-center external validation is needed to generalize the findings. Nature Publishing Group UK 2022-05-19 /pmc/articles/PMC9119985/ /pubmed/35589723 http://dx.doi.org/10.1038/s41467-022-30391-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sun, Yulin Guo, Zhengguang Liu, Xiaoyan Yang, Lijun Jing, Zongpan Cai, Meng Zheng, Zhaoxu Shao, Chen Zhang, Yefan Sun, Haidan Wang, Li Wang, Minjie Li, Jun Tian, Lusong Han, Yue Zou, Shuangmei Gao, Jiajia Zhao, Yan Nan, Peng Xie, Xiufeng Liu, Fang Zhou, Lanping Sun, Wei Zhao, Xiaohang Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
title | Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
title_full | Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
title_fullStr | Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
title_full_unstemmed | Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
title_short | Noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
title_sort | noninvasive urinary protein signatures associated with colorectal cancer diagnosis and metastasis |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9119985/ https://www.ncbi.nlm.nih.gov/pubmed/35589723 http://dx.doi.org/10.1038/s41467-022-30391-8 |
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