About the Authors

Chung-Ming Yu

Contributed equally to this work with: Chung-Ming Yu, Hung-Pin Peng

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Hung-Pin Peng

Contributed equally to this work with: Chung-Ming Yu, Hung-Pin Peng

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan, Bioinformatics Program, Taiwan International Graduate Program, Institute of Information Science, Academia Sinica, Taipei, Taiwan

Ing-Chien Chen

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Yu-Ching Lee

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Jun-Bo Chen

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Department of Computer Science, National Tsing-Hua University, Hsinchu, Taiwan

Keng-Chang Tsai

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Ching-Tai Chen

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Institute of Bioinformatics and Systems Biology, National Chiao-Tung University, Hsinchu, Taiwan, Institute of Information Sciences, Academia Sinica, Taipei, Taiwan, Bioinformatics Program, Taiwan International Graduate Program, Institute of Information Science, Academia Sinica, Taipei, Taiwan

Jeng-Yih Chang

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Ei-Wen Yang

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Institute of Information Sciences, Academia Sinica, Taipei, Taiwan

Po-Chiang Hsu

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Jhih-Wei Jian

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Institute of Biomedical Informatics, National Yang-Ming University, Taipei, Taiwan, Bioinformatics Program, Taiwan International Graduate Program, Institute of Information Science, Academia Sinica, Taipei, Taiwan

Hung-Ju Hsu

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Graduate Institute of Life Sciences, National Defense University, Taipei, Taiwan

Hung-Ju Chang

Affiliations Genomics Research Center, Academia Sinica, Taipei, Taiwan, Institute of Biochemical Science, National Taiwan University, Taipei, Taiwan, Chemical Biology and Molecular Biophysics Program, Taiwan International Graduate Program, Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan

Wen-Lian Hsu

Affiliation Institute of Information Sciences, Academia Sinica, Taipei, Taiwan

Kai-Fa Huang

Affiliation Institute of Biological Chemistry, Academia Sinica, Taipei, Taiwan

Alex Che Ma

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

An-Suei Yang

yangas@gate.sinica.edu.tw

Affiliation Genomics Research Center, Academia Sinica, Taipei, Taiwan

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: ASY CMY HPP. Performed the experiments: CMY ICC YCL HJH HJC. Analyzed the data: CMY HPP. Contributed reagents/materials/analysis tools: KFH ACM. Wrote the paper: CMY HPP ASY. Designed and coded the software used in analysis:HPP JBC KCT CTC JYC EWY PCH JWJ WLH.