PMID- 33346147 OWN - NLM STAT- MEDLINE DCOM- 20220330 LR - 20220330 IS - 1943-7811 (Electronic) IS - 1525-1578 (Linking) VI - 23 IP - 3 DP - 2021 Mar TI - A Rapid and Cost-Effective Gene Expression Assay for the Diagnosis of Well-Differentiated and Dedifferentiated Liposarcomas. PG - 274-284 LID - S1525-1578(20)30586-9 [pii] LID - 10.1016/j.jmoldx.2020.11.011 [doi] AB - Histologic examination neither reliably distinguishes benign lipomas from atypical lipomatous tumor/well-differentiated liposarcoma, nor dedifferentiated liposarcoma from other pleomorphic sarcomas, entities with different prognoses and management. Molecular confirmation of pathognomonic 12q13-15 amplifications leading to MDM2 overexpression is a diagnostic gold standard. Currently the most commonly used assay for this purpose is fluorescence in situ hybridization (FISH), but this is labor intensive. This study assessed whether newer NanoString-based technology could allow for more rapid and cost-efficient diagnosis of liposarcomas on standard formalin-fixed tissues through gene expression. Leveraging large-scale transcriptome data from The Cancer Genome Atlas, 20 genes were identified, most from the 12q13-15 amplicon, that distinguish dedifferentiated liposarcoma from other sarcomas and can be measured within a single NanoString assay. Using 21 cases of histologically ambiguous low-grade adipocytic tumors with available MDM2 amplification status, a machine learning-based analytical pipeline was built that assigns a given sample as negative or positive for liposarcoma based on quantitative gene expression. The effectiveness of the assay was validated on an independent set of 100 sarcoma samples (including 40 incident prospective cases), where histologic examination was considered insufficient for clinical diagnosis. The NanoString assay had a 93% technical success rate, and an accuracy of 97.8% versus an MDM2 amplification FISH gold standard. NanoString had a considerably faster turnaround time and was cheaper than FISH. CI - Copyright (c) 2021 Association for Molecular Pathology and American Society for Investigative Pathology. Published by Elsevier Inc. All rights reserved. FAU - Wang, Xiu Q AU - Wang XQ AD - Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Genetic Pathology Evaluation Centre, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada. FAU - Wang, Xue Q AU - Wang XQ AD - Genetic Pathology Evaluation Centre, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada. FAU - Hsu, Anika T Y W AU - Hsu ATYW AD - Faculty of Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Genetic Pathology Evaluation Centre, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada. FAU - Goytain, Angela AU - Goytain A AD - Genetic Pathology Evaluation Centre, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada. FAU - Ng, Tony L T AU - Ng TLT AD - Genetic Pathology Evaluation Centre, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Department of Pathology and Laboratory Medicine, Vancouver General Hospital, Vancouver, BC, Canada. FAU - Nielsen, Torsten O AU - Nielsen TO AD - Genetic Pathology Evaluation Centre, Department of Pathology and Laboratory Medicine, University of British Columbia, Vancouver, British Columbia, Canada; Department of Pathology and Laboratory Medicine, Vancouver General Hospital, Vancouver, BC, Canada. Electronic address: torsten@mail.ubc.ca. LA - eng PT - Journal Article PT - Research Support, Non-U.S. Gov't DEP - 20201217 PL - United States TA - J Mol Diagn JT - The Journal of molecular diagnostics : JMD JID - 100893612 RN - 0 (Biomarkers, Tumor) SB - IM MH - *Biomarkers, Tumor MH - Cost-Benefit Analysis MH - *Gene Expression MH - Gene Expression Profiling MH - Genetic Testing/economics/*methods/standards MH - Humans MH - Immunohistochemistry MH - In Situ Hybridization, Fluorescence MH - Lipoma/diagnosis/genetics MH - Liposarcoma/*diagnosis/*genetics MH - Reproducibility of Results EDAT- 2020/12/22 06:00 MHDA- 2022/03/31 06:00 CRDT- 2020/12/21 08:45 PHST- 2020/06/25 00:00 [received] PHST- 2020/10/26 00:00 [revised] PHST- 2020/11/17 00:00 [accepted] PHST- 2020/12/22 06:00 [pubmed] PHST- 2022/03/31 06:00 [medline] PHST- 2020/12/21 08:45 [entrez] AID - S1525-1578(20)30586-9 [pii] AID - 10.1016/j.jmoldx.2020.11.011 [doi] PST - ppublish SO - J Mol Diagn. 2021 Mar;23(3):274-284. doi: 10.1016/j.jmoldx.2020.11.011. Epub 2020 Dec 17.