Integration of Proxy Intermediate Omics traits into a Nonlinear Two-Step model for accurate phenotypic prediction
Hayato Yoshioka, Tristan Mary‐Huard, Julie Aubert, Yusuke Toda, Yoshihiro Ohmori, Yuji Yamasaki, Hisashi Tsujimoto, H. Takahashi, Mikio Nakazono, Hideki Takanashi, Toru Fujiwara, Mai Tsuda, Akito Kaga, Jun Inaba, Yushiro Fuji, , Hiroyoshi Iwata
The paper proposes a nonlinear two-step model integrating proxy intermediate omics traits to improve phenotypic prediction in soybean, showing better accuracy than linear models.
Theoretical and Applied Genetics · Mar 1, 2026Peer-reviewedBioinformatics