1. A serum microRNA classifier for the diagnosis of sarcomas of various histological subtypes
- Author
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Takahiro Ochiya, Hiromi Sakamoto, Ken Kato, Morio Matsumoto, Makiko Ichikawa, Masaya Nakamura, Robert Nakayama, Akihiko Yoshida, Naoto Tsuchiya, Naofumi Asano, Hideo Morioka, Juntaro Matsuzaki, Eisuke Kobayashi, Yoshikazu Tanzawa, Yoshiaki Aoki, Akira Kawai, Satoko Takizawa, Tadashi Kondo, and Junpei Kawauchi
- Subjects
Adult ,Male ,0301 basic medicine ,Pathology ,medicine.medical_specialty ,Science ,General Physics and Astronomy ,Bone Neoplasms ,Soft Tissue Neoplasms ,02 engineering and technology ,Real-Time Polymerase Chain Reaction ,Sensitivity and Specificity ,Article ,General Biochemistry, Genetics and Molecular Biology ,Diagnosis, Differential ,03 medical and health sciences ,Neoplasms ,microRNA ,Biomarkers, Tumor ,Humans ,Medicine ,In patient ,lcsh:Science ,Serum microrna ,Aged ,Principal Component Analysis ,Multidisciplinary ,Benign disease ,business.industry ,Soft tissue ,Sarcoma ,General Chemistry ,Middle Aged ,021001 nanoscience & nanotechnology ,Serum samples ,medicine.disease ,MicroRNAs ,030104 developmental biology ,Case-Control Studies ,Female ,lcsh:Q ,Serum mirna ,Transcriptome ,0210 nano-technology ,business ,Cell-Free Nucleic Acids - Abstract
Due to their rarity and diversity, sarcomas are difficult to diagnose. Consequently, there is an urgent demand for a novel diagnostic test for these cancers. In this study, we investigated serum miRNA profiles from 1002 patients with bone and soft tissue tumors representing more than 43 histological subtypes, including sarcomas, intermediate tumors, and benign tumors, to determine whether serum miRNA profiles could be used to specifically detect sarcomas. Circulating serum miRNA profiles in sarcoma patients were clearly distinct from those in patients with other types of tumors. Using the serum levels of seven miRNAs, we developed a molecular detector, Index VI, that could distinguish sarcoma patients from benign and healthy controls with remarkably high sensitivity (90%) and specificity (95%), regardless of histological subtype. Index VI provides an approach to the early and precise detection of sarcomas, potentially leading to curative treatment and longer survival., Sarcomas are rare malignant tumours of bone and soft tissue whose diagnosis remain difficult. Here, the authors analyse serum samples from over 1000 patients and using separate discovery, training and validation cohorts, identify and validate a 7-microRNA index that distinguishes malignant sarcomas from benign disease.
- Published
- 2019