A putatively new family of alphaproteobacterial chloromethane degraders from a deciduous forest soil revealed by stable isotope probing and metagenomics
Why this work is in the frame
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Bibliographic record
Abstract
Abstract Background Chloromethane (CH 3 Cl) is the most abundant halogenated organic compound in the atmosphere and substantially responsible for the destruction of the stratospheric ozone layer. Since anthropogenic CH 3 Cl sources have become negligible with the application of the Montreal Protocol (1987), natural sources, such as vegetation and soils, have increased proportionally in the global budget. CH 3 Cl-degrading methylotrophs occurring in soils might be an important and overlooked sink. Results and conclusions The objective of our study was to link the biotic CH 3 Cl sink with the identity of active microorganisms and their biochemical pathways for CH 3 Cl degradation in a deciduous forest soil. When tested in laboratory microcosms, biological CH 3 Cl consumption occurred in leaf litter, senescent leaves, and organic and mineral soil horizons. Highest consumption rates, around 2 mmol CH 3 Cl g −1 dry weight h −1 , were measured in organic soil and senescent leaves, suggesting that top soil layers are active (micro-)biological CH 3 Cl degradation compartments of forest ecosystems. The DNA of these [ 13 C]-CH 3 Cl-degrading microbial communities was labelled using stable isotope probing (SIP), and the corresponding taxa and their metabolic pathways studied using high-throughput metagenomics sequencing analysis. [ 13 C]-labelled Metagenome-Assembled Genome closely related to the family Beijerinckiaceae may represent a new methylotroph family of Alphaproteobacteria , which is found in metagenome databases of forest soils samples worldwide. Gene markers of the only known pathway for aerobic CH 3 Cl degradation, via the methyltransferase system encoded by the CH 3 Cl utilisation genes ( cmu ), were undetected in the DNA-SIP metagenome data, suggesting that biological CH 3 Cl sink in this deciduous forest soil operates by a cmu -independent metabolism.
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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 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.009 | 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 it