Genome-Wide Marker–Trait Analysis of Agronomic and Biomass-Related Traits in an Interspecific Miscanthus F1 Population Grown on Reclaimed Mine Land

Abstract

Miscanthus is a perennial bioenergy crop suited to marginal and degraded land, yet relatively little is known about the genetic basis of biomass-related variation in interspecific hybrids across years. We evaluated 100 F1 genotypes from Miscanthus sacchariflorus × M. lutarioriparius for two growing seasons at a reclaimed mine site and analyzed 16 agronomic, biomass-related, and physiological traits using an existing linkage map of 461 SNP marker positions across 19 linkage groups. No single-trait peak exceeded its trait-specific 5% permutation threshold. The clearest repeated suggestive signal occurred in the proximal region of LG9: marker2342 (11.571 cM) showed the strongest across-year signals for plant height and tiller length, while the adjacent marker2343 (10.561 cM) gave the strongest across-year signal for tiller number. Four correlated architecture traits were also summarized by principal component analysis. PC1 explained 73.2–76.6% of their variation, and in 2019 marker0580 on LG3 (12.516 cM) exceeded the genome-wide threshold (LOD 3.67 vs. 3.47). This association remained significant after removal of the single rare genotype-class observation but was not reproduced in 2018; formal marker × year interaction tests confirmed temporal heterogeneity for all four component traits. Biomass and physiological signals were weaker and less repeatable. Thus, the study identifies a repeated but moderate LG9 pattern and a stronger, temporally variable LG3 signal expressed at this reclaimed site; it does not establish loci specifically conferring adaptation to reclaimed mine land. These regions provide priorities for validation using larger populations, denser marker coverage, additional years, and contrasting environments before their value for marker-assisted breeding can be assessed.

The authors' abstract, as published at the source. Plants, 2026 · DOI ↗