Prediction and diagnosis of renal cell carcinoma using nuclear magnetic resonance-based serum metabolomics and self-organizing maps

Diagnosis of renal cell carcinoma (RCC) at an early stage is challenging, but it provides the best chance for cure. We aimed to develop a predictive diagnostic method for early-stage RCC based on a biomarker cluster using nuclear magnetic resonance (NMR)-based serum metabolomics and self-organizing...

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Bibliographic Details
Published in:Oncotarget
Main Authors: Zheng, Hong, Ji, Jiansong, Zhao, Liangcai, Chen, Minjiang, Shi, An, Pan, Linlin, Huang, Yiran, Zhang, Huajie, Dong, Baijun, Gao, Hongchang
Format: Artigo
Language:Inglês
Published: Impact Journals LLC 2016
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Research Paper
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5312304/
https://ncbi.nlm.nih.gov/pubmed/27463020
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.18632/oncotarget.10830
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