ENOD93 interacts with cytochrome c oxidase altering respiratory ATP production and root growth in plants
Bibliographic record
Abstract
Abstract The early nodulin 93 (ENOD93) gene family in plants can regulate biological nitrogen fixation in legumes and nitrogen use efficiency in cereals but its molecular function is unknown. We show profile hidden Markov models define ENOD93 as a distant homolog of the N-terminal domain of RESPIRATORY SUPERCOMPLEX FACTOR 2 (RCF2). RCF2 is reported to regulate cytochrome oxidase (CIV) influencing the generation of a mitochondria proton motive force in yeast. Knockout of enod93 in Arabidopsis leads to a short root phenotype. ENOD93 is associated with a protein complex the size of CIV in isolated mitochondria but neither CIV abundance nor its activity in ruptured organelles changed in enod93 . However, a progressive loss of ADP-dependent respiration rate was observed in enod93 mitochondria which could be fully recovered in complemented lines. Mitochondrial membrane potential was higher in enod93 but ATP synthesis and ADP depletion rates progressively decreased. Respiration rate of whole enod93 seedlings was elevated and root ADP content was nearly double that in WT without a change in ATP content. These altered energetic states correlated with elevated respiratory substrate levels in roots of enod93 compared to WT and complemented lines. Overexpression of ENOD93 lowered ATP content in roots and increased the abundance of a range of amino acids in both roots and leaves. We propose that two previously unconnected gene families in plants, ENOD93 and HYPOXIA INDUCED GENE DOMAIN, are the functional equivalent of yeast RCF2 but have remained undiscovered in many eukaryotic lineages because they are encoded in two separate genes. Highlight significance We identify the enigmatic early nodulin ENOD93 gene family as the plant homolog of the N-terminal regulatory domain of the yeast RESPIRATORY SUPERCOMPLEX 2 (RCF2) of the mitochondrial oxidative phosphorylation system and provide biochemical and physiological evidence of its role in plant ATP production, broadly explaining the role of ENOD93 in plants.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".