Mitochondrial activity in gametes and uniparental inheritance: a comment on ‘What can we infer about the origin of sex in early eukaryotes?’
Bibliographic record
Abstract
In his insightful article, Speijer [1] discussed the origin of sex under multiple points of view, providing a comprehensive and balanced overview of different theories and hypotheses. However, we think that the section ‘Higher mutational loads in one gamete type and retention of uniparental mitochondrial inheritance’ (§9) needs some clarification. Speijer [1] elaborates on the correlation between gamete metabolic and physiological differences and their organellar contribution across generations. Specifically, he quotes the ‘division of labour’ hypothesis, which postulates that male gametes maximize energy production for motility by sacrificing mitochondrial DNA (mtDNA) to oxidative phosphorylation (OXPHOS) and its mutagenic by-products, while non-motile female gametes repress OXPHOS, thus being somewhat inactive [2]. Basically, we clarify two discussion points: (i) the exceptions to the strictly maternal inheritance (SMI) of mitochondria and (ii) the claim that mtDNA is highly mutated in sperm and the supposed causal relationship between such damage and OXPHOS. Exceptions to SMI by which bioenergetically active mitochondria are stably inherited through generations might represent a challenge for the division of labour hypothesis. Doubly uniparental inheritance (DUI) is the only known evolutionarily stable exception to the SMI typical of Metazoa. In DUI animals (approx. 100 species of gonochoric bivalve molluscs identified so far [3]), two mitochondrial lineages are inherited, one through eggs (F-type) and the other through sperm (M-type). Eggs are homoplasmic for the F-type, while spermatozoa are homoplasmic for the M-type. These ‘mother-to-daughter’ and ‘father-to-son’ mitochondrial lineages have evolved independently for millions of years (e.g. more than 200 Myr in unionids), accumulating up to 40% of DNA sequence divergence. Since eggs do not transmit the M-type, germ line mitochondria of DUI males are apportioned from the four/five mitochondria of the fertilizing spermatozoon, which carry mtDNA that must be functional and successfully inherited [ …
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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 | 0.019 | 0.034 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.005 | 0.028 |
| Scholarly communication | 0.004 | 0.016 |
| Open science | 0.011 | 0.004 |
| Research integrity | 0.040 | 0.059 |
| Insufficient payload (model declined to judge) | 0.003 | 0.003 |
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".