| Autor: |
Binsheng Gong, Dan Li, Yifan Zhang, Rebecca Kusko, Samir Lababidi, Zehui Cao, Mingyang Chen, Ning Chen, Qiaochu Chen, Qingwang Chen, Jiacheng Dai, Qiang Gan, Yuechen Gao, Mingkun Guo, Gunjan Hariani, Yujie He, Wanwan Hou, He Jiang, Garima Kushwaha, Jian-Liang Li, Jianying Li, Yulan Li, Liang-Chun Liu, Ruimei Liu, Shiming Liu, Edwin Meriaux, Mengqing Mo, Mathew Moore, Tyler J. Moss, Quanne Niu, Ananddeep Patel, Luyao Ren, Nedda F. Saremi, Erfei Shang, Jun Shang, Ping Song, Siqi Sun, Brent J. Urban, Danke Wang, Shangzi Wang, Zhining Wen, Xiangyi Xiong, Jingcheng Yang, Lihui Yin, Chao Zhang, Ruolan Zhang, Ambica Bhandari, Wanshi Cai, Agda Karina Eterovic, Dalila B. Megherbi, Tieliu Shi, Chen Suo, Ying Yu, Yuanting Zheng, Natalia Novoradovskaya, Renee L. Sears, Leming Shi, Wendell Jones, Weida Tong, Joshua Xu |
| Jazyk: |
angličtina |
| Rok vydání: |
2024 |
| Předmět: |
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| Zdroj: |
Scientific Reports, Vol 14, Iss 1, Pp 1-9 (2024) |
| Druh dokumentu: |
article |
| ISSN: |
2045-2322 |
| DOI: |
10.1038/s41598-024-57439-7 |
| Popis: |
Abstract Accurate indel calling plays an important role in precision medicine. A benchmarking indel set is essential for thoroughly evaluating the indel calling performance of bioinformatics pipelines. A reference sample with a set of known-positive variants was developed in the FDA-led Sequencing Quality Control Phase 2 (SEQC2) project, but the known indels in the known-positive set were limited. This project sought to provide an enriched set of known indels that would be more translationally relevant by focusing on additional cancer related regions. A thorough manual review process completed by 42 reviewers, two advisors, and a judging panel of three researchers significantly enriched the known indel set by an additional 516 indels. The extended benchmarking indel set has a large range of variant allele frequencies (VAFs), with 87% of them having a VAF below 20% in reference Sample A. The reference Sample A and the indel set can be used for comprehensive benchmarking of indel calling across a wider range of VAF values in the lower range. Indel length was also variable, but the majority were under 10 base pairs (bps). Most of the indels were within coding regions, with the remainder in the gene regulatory regions. Although high confidence can be derived from the robust study design and meticulous human review, this extensive indel set has not undergone orthogonal validation. The extended benchmarking indel set, along with the indels in the previously published known-positive set, was the truth set used to benchmark indel calling pipelines in a community challenge hosted on the precisionFDA platform. This benchmarking indel set and reference samples can be utilized for a comprehensive evaluation of indel calling pipelines. Additionally, the insights and solutions obtained during the manual review process can aid in improving the performance of these pipelines. |
| Databáze: |
Directory of Open Access Journals |
| Externí odkaz: |
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