Eukaryotic Pyruvate Formate Lyase and Its Activating Enzyme Were Acquired Laterally from a Firmicute
Bibliographic record
Abstract
Most of the major groups of eukaryotes have microbial representatives that thrive in low oxygen conditions. Those that have been studied in detail generate ATP via pathways involving anaerobically functioning enzymes of pyruvate catabolism that are typically absent in aerobic eukaryotes and whose origins remain controversial. These enzymes include pyruvate:ferredoxin oxidoreductase, pyruvate:NADP(+) oxidoreductase, and pyruvate formate lyase (Pfl). Pfl catalyzes the nonoxidative generation of formate and acetyl-Coenzyme A (CoA) from pyruvate and CoA and is activated by Pfl activating enzyme (Pfla). Within eukaryotes, this extremely oxygen-sensitive pathway was first described in the hydrogenosomes of anaerobic chytrid fungi and has more recently been characterized in the mitochondria and chloroplasts of the chlorophyte alga Chlamydomonas reinhardtii. To clarify the origins of this pathway, we have comprehensively searched for homologs of Pfl and Pfla in publicly available large-scale eukaryotic genomic and cDNA sequencing data, including our own from the anaerobic amoebozoan Mastigamoeba balamuthi. Surprisingly, we find that these enzymes are widely distributed and are present in diverse facultative or obligate anaerobic eukaryotic representatives of the archaeplastidan, metazoan, amoebozoan, and haptophyte lineages. Using maximum likelihood and Bayesian phylogenetic methods, we show that the eukaryotic Pfl and Pfla sequences each form monophyletic groups that are most closely related to homologs in firmicute gram-positive bacteria. Topology tests exclude both α-proteobacterial and cyanobacterial affinities for these genes suggesting that neither originated from the endosymbiotic ancestors of mitochondria or chloroplasts. Furthermore, the topologies of the eukaryote portion of the Pfl and Pfla trees significantly differ from well-accepted eukaryote relationships. Collectively, these results indicate that the Pfl pathway was first acquired by lateral gene transfer into a eukaryotic lineage most probably from a firmicute bacterial lineage and that it has since been spread across diverse eukaryotic groups by more recent eukaryote-to-eukaryote transfer events.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| 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) | 0.000 | 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 teacher head, 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".