About the Authors

Yuichi Shiraishi

yshira@hgc.jp (YS); mstephens@uchicago.edu (MS)

Affiliation Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan

Georg Tremmel

Affiliation Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan

Satoru Miyano

Affiliation Laboratory of DNA Information Analysis, Human Genome Center, Institute of Medical Science, The University of Tokyo, Tokyo, Japan

Matthew Stephens

yshira@hgc.jp (YS); mstephens@uchicago.edu (MS)

Affiliations Department of Human Genetics, University of Chicago, Chicago, Illinois, United States of America, Department of Statistics, University of Chicago, Chicago, Illinois, United States of America

Competing Interests

The authors have declared that no competing interests exist.

Author Contributions

Conceived and designed the experiments: YS MS. Performed the experiments: YS. Analyzed the data: YS MS. Contributed reagents/materials/analysis tools: GT SM. Wrote the paper: YS MS. Designed visualization of mutation signature: GT.