Spatial Expression Patterning of Kelch-Like Protein Homolog 10 (klhl10), Armadillo Repeat-Containing Protein 4 Isoform X2 (armc4), and a Gamete-Specific Mitochondrial Cytochrome C Oxidase (mt-co1) during Spermatogenesis/Spermiogenesis in the Mantle of Male Blue Mussel (Mytilus edulis)
Bibliographic record
Abstract
The spatial expression patterns of three genes [kelch-like protein homolog 10 (klhl10); armadillo repeat-containing protein 4 isoform X2 (armc4); mitochondria cytochrome oxidase I (mt-co1)] known to be important mechanistic components of spermatogenesis/spermiogenesis were localized in mantle tissue sections of male Mytilus edulis using nonisotopic in situ hybridization and RNA probes based on sequences derived from available mantle RNA sequencing libraries. The expression patterns showed that all three genes are primarily localized in a layer of cells adjacent to the outer wall of the testicular acini. This layer is known to contain developing stages of spermatogonia, spermatocytes, and spermatids. Kelch-like protein homolog 10 was expressed in immature spermatogonial cells/spermatocytes characterized by large round central nuclei and situated near the periphery of the testicular acini with little to no expression in adjacent populations of spermatids or mature spermatozoa at the center of the acini. Like klhl10, armc4 transcripts were also detected in the cells near the inner periphery of the outer acinar wall. In contrast, however, the armc4 expressing cells appeared to be spatially shifted more toward the inner edge of the cell layer and toward the center of the acini. The localization of cells expressing armc4 transcripts near the inner edge of the developing sperm layer in the testicular acini of M. edulis supports a role for armc4 in spermatid morphogenesis and maturation. Mitochondria-specific cytochrome c oxidase transcripts were localized in cells throughout the inner periphery of the testicular acini wall but not in association with mature spermatozoa in the center of the acini reflecting the significant level of cellular activity that occurs during early sperm development. This supports an important mitochondrial role in early and mid-spermatogenesis in M. edulis potentially related to sperm quality control. This work provides a first view into the molecular mechanisms behind spermatogenesis/spermiogenesis in M. edulis.
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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".