Investigation of genes and organisms associated with reductive acetogenesis in the rumen and forestomach of a native Australian marsupial
Bibliographic record
Abstract
Reductive acetogenesis via the acetyl-CoA pathway is a hydrogenotrophic pathway that has the potential to reduce methanogenesis from ruminant livestock. However our understanding of the organisms capable of this transformation (acetogens) is hindered by a lack of specific molecular tools for this group. In the present thesis, a PCR primer set specific for a wide range of acetogens was developed, targeting the acetyl-CoA synthase (ACS) gene which is unique to the acetyl-CoA pathway. ACS was found to be useful marker for potential acetogens and ACS sequences could be used to infer family-level phylogeny for many acetogens. ACS gene specific primers were used in combination with existing molecular tools targeting the gene encoding formyltetrahydrofolate synthetase (FTHFS, present in the acetyl-CoA pathway but not unique to it) and 16S rRNA genes, as well as cultivation techniques, to investigate acetogen diversity in the rumen and two analogous gut systems where microbial hydrogenotrophy differs: the forestomach of a native Australian marsupial, the tammar wallaby Macropus eugenii; and the developing rumen of young lambs. Novel potential acetogens present naturally in the rumen of pasture fed and grain fed cattle affiliated with the Ruminococcaceae/Blautia group and distantly with the Lachnospiraceae. A large diversity of potential acetogens with functional genes affiliating broadly between the Lachnospiraceae and Clostridiaceae though without a close sequence from a cultured relative were also detected. Rumen acetogen enrichment cultures revealed the presence of a known acetogen, Eubacterium limosum, in grain fed cattle, as well as novel acetogens affiliating with the Lachnospiraceae and Ruminococcaceae/Blautia group. The novel potential acetogen population detected in this study may represent an important hydrogenotrophic group in the rumen that we understand very little about and that requires further investigation. The tammar wallaby, which exhibits foregut fermentation analogous to that of the rumen but resulting in lower methane emissions, housed a different acetogen population to that of the bovine rumen (LIBSHUFF, p <0.0001) though novel potential acetogens in the tammar wallaby forestomach affiliated broadly in the same family groups (Blautia group, Lachnospiraceae and between Lachnospiraceae and Clostridiaceae without a close cultured isolate). Acetogen enrichment cultures from the tammar wallaby forestomach facilitated isolation of a novel acetogen, which was closely related to potent reductive acetogens from kangaroos. The differences between the acetogen population of the tammar wallaby forestomach and the bovine rumen may be a factor in explaining lower methane emissions and methanogen numbers in tammar wallabies relative to ruminants. Using a gnotobiotically reared lamb model, the unique acetogen population present in the developing rumen was identified and it’s response to methanogen colonisation examined. The acetogen E. limosum and potential acetogen Ruminococcus obeum were identified as well as a small diversity of novel potential acetogens affiliating with the Blautia group and the Lachnospiraceae. A small but diverse population of naturally resident methanogens were also identified in gnotobiotically reared lambs that had been isolated at 17 hours of age. After inoculation with Methanobrevibacter sp. 87.7, methanogen numbers in gnotobiotically reared lambs significantly increased but acetogen diversity was not altered, indicating that this population is resilient to methanogen colonisation to some degree. The potential acetogen population in gnotobiotically reared lambs was significantly different (LIBSHUFF, p < 0.0001) to that in conventionally reared sheep, which indicates that factors other than methanogen establishment alone, probably relating to other microbes and associated hydrogen concentrations in the rumen, affect acetogens during rumen development.
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 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 | 0.000 |
| 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 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".