The Interaction Between Abiotic and Biotic Soil Factors Modulates Heterosis Expression in Maize

Heterosis, or hybrid vigor, refers to the phenotypic superiority of hybrids relative to their parental inbred lines. Recent work showed that manipulation of the soil microbial community consistently altered heterosis, but the direction of the effect was dependent on microbiome composition, environment, or both. Abiotic factors such as temperature, water availability, and soil nutrients are known modifiers of heterosis expression; however, whether interactions between the soil microbial community and abiotic properties affect heterosis is largely unknown. To further understand how microbes influence heterosis, we characterized variation in maize heterosis when grown in soil inocula derived from historical maize farms or prairies. Although we did not observe consistent differences in heterosis among plants grown in these inocula, our observations affirm that microbial effects on heterosis are likely specific to the local microbial community. The introduction of a nutrient amendment resulted in greater heterosis in the presence of an agricultural soil inoculum than in the presence of a prairie soil inoculum. In addition, the interaction between soil inoculum and nutrient treatment structured bacterial and fungal community composition in the root endosphere. Root bacterial diversity was also significantly higher under nutrient-limited conditions. These results suggest that the contributions of genotype-by-environment interactions to heterosis are dependent on microbial context. They also provide direct evidence for the interactive effect of the soil microbial community and abiotic environment on heterosis and suggest that consideration of the soil microbial community may be helpful for breeding hybrid maize varieties for high performance in diverse environmental contexts. [Formula: see text] Copyright © 2026 The Author(s). This is an open access article distributed under the CC BY 4.0 International license .

Authors

Institutions

Publication Details

Journal
Phytobiomes Journal
Published
2025-09-16
DOI
https://doi.org/10.1094/pbiomes-04-25-0026-r
Primary Topic
Crop Yield and Soil Fertility
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

The Interaction Between Abiotic and Biotic Soil Factors Modulates Heterosis Expression in Maize

Manuel Kleiner, Martel L. Ellis, Maggie R. Wagner, Natalie E. Ford et al.
Phytobiomes Journal
Crop Yield and Soil Fertility
article

The Interaction Between Abiotic and Biotic Soil Factors Modulates Heterosis Expression in Maize

Manuel Kleiner, Martel L. Ellis, Maggie R. Wagner, Natalie E. Ford, Kayla M. Clouse, Peter Balint‐Kurti, R. L. HOSTETLER
article en

Abstract

Heterosis, or hybrid vigor, refers to the phenotypic superiority of hybrids relative to their parental inbred lines. Recent work showed that manipulation of the soil microbial community consistently altered heterosis, but the direction of the effect was dependent on microbiome composition, environment, or both. Abiotic factors such as temperature, water availability, and soil nutrients are known modifiers of heterosis expression; however, whether interactions between the soil microbial community and abiotic properties affect heterosis is largely unknown. To further understand how microbes influence heterosis, we characterized variation in maize heterosis when grown in soil inocula derived from historical maize farms or prairies. Although we did not observe consistent differences in heterosis among plants grown in these inocula, our observations affirm that microbial effects on heterosis are likely specific to the local microbial community. The introduction of a nutrient amendment resulted in greater heterosis in the presence of an agricultural soil inoculum than in the presence of a prairie soil inoculum. In addition, the interaction between soil inoculum and nutrient treatment structured bacterial and fungal community composition in the root endosphere. Root bacterial diversity was also significantly higher under nutrient-limited conditions. These results suggest that the contributions of genotype-by-environment interactions to heterosis are dependent on microbial context. They also provide direct evidence for the interactive effect of the soil microbial community and abiotic environment on heterosis and suggest that consideration of the soil microbial community may be helpful for breeding hybrid maize varieties for high performance in diverse environmental contexts. [Formula: see text] Copyright © 2026 The Author(s). This is an open access article distributed under the CC BY 4.0 International license .

Phytobiomes JournalVol. 10(1)
Pennsylvania State University (US), Agricultural Research Service (US), United States Department of Agriculture (US), North Carolina State University (US), University of Kansas (US), North Carolina Department of Agriculture and Consumer Services (US)
Openalex Percentile: Top 67%
Crop Yield and Soil Fertility
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.