Phylogenomics reveals Adeleorina are an ancient and distinct subgroup of Apicomplexa
Bibliographic record
Abstract
Apicomplexans are a diverse phylum of unicellular eukaryotes that share obligate relationships with terrestrial and aquatic animal hosts. Many well-studied apicomplexans are responsible for several deadly zoonotic and human diseases, most notably malaria caused by Plasmodium. Interest in the evolutionary origin of apicomplexans has also spurred recent work on other more deeply-branching lineages, especially gregarines and sister groups like squirmids and chrompodellids. But a full picture of apicomplexan evolution is still lacking several lineages, and one major, diverse lineage that is notably absent is the adeleorinids. Adeleorina apicomplexans comprises hundreds of described species that infect invertebrate and vertebrate hosts across the globe. Although historically considered coccidians, phylogenetic trees based on limited data have shown conflicting branch positions for this subgroup, leaving this question unresolved. Phylogenomic trees and large-scale analyses comparing cellular functions and metabolism between major subgroups of apicomplexans have not incorporated Adeleorina because only a handful of molecular markers and a couple organellar genomes are available, ultimately excluding this group from contributing to our understanding of apicomplexan evolution and biology. To address this gap, we have generated complete genomes from mitochondria and plastids, as well as multiple deep-coverage single-cell transcriptomes of nuclear genes from two Adeleorina species, Klossia helicina and Legerella nova, and inferred a 206-protein phylogenomic tree of Apicomplexa. We observed distinct structures reported in species descriptions as remnant host structures surrounding adeleorinid oocysts. Klossia helicina and L. nova branched, as expected, with monoxenous adeleorinids within the Adeleorina and their mitochondrial and plastid genomes exhibited similarity to published organellar adeleorinid genomes. We show with a phylogeneomic tree and subsequent phylogenomic analyses that Adeleorina are not closely related to any of the currently sampled apicomplexan subgroups, and instead fall as a sister to a large clade encompassing Coccidia, Protococcidia, Hematozoa, and Nephromycida, collectively. This resolves Adeleorina as a key independently-branching group, separate from coccidians, on the tree of Apicomplexa, which now has all known major lineages sampled.
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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 | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| 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".