A fermentative microbial community maintained in a 282-day continuous bioreactor experiment fed ultra-filtered milk permeate (UFMP), a low-value dairy coproduct. Originally inoculated from an acid-phase digester at the Nine Springs Wastewater Treatment Plant (Madison, WI). Metagenome-assembled genomes (MAGs) revealed functional partitioning between phyla: Actinobacteriota members (Olsenella, Bifidobacterium, Pauljensenia) degrade lactose via the Leloir pathway and bifid shunt, producing acetic, lactic, and succinic acids. Firmicutes members (Clostridium, Agathobacter) perform chain elongation via reverse beta-oxidation, converting lactic acid, ethanol, or lactose into butyric, hexanoic, and octanoic acids. This cross-feeding between Actinobacteriota (acid producers) and Firmicutes (chain elongators) forms the core metabolic network enabling conversion of dairy waste into renewable chemicals via the carboxylate platform.
Taxonomy
| Taxon | Ontology ID | Functional Roles | Abundance |
|---|---|---|---|
| Olsenella_B sp. (MAG ATO3) — ontology label: Olsenella | NCBITaxon:133925 · TaxonMech · TraitMech |
PRIMARY_DEGRADER
|
DOMINANT |
|
|||
| Clostridium_B sp. (MAG CLOS1) — ontology label: Clostridium | NCBITaxon:1485 · TaxonMech · TraitMech |
SECONDARY_FERMENTER
|
DOMINANT |
|
|||
| Pauljensenia sp. (MAG ACT2) — ontology label: Pauljensenia | NCBITaxon:2740557 · TaxonMech · TraitMech |
PRIMARY_DEGRADER
|
DOMINANT |
|
|||
| Agathobacter rectalis (MAG LCO1) — ontology label: Agathobacter | NCBITaxon:1766253 · TaxonMech · TraitMech |
SECONDARY_FERMENTER
|
DOMINANT |
|
|||
| Bifidobacterium tibiigranuli (MAG BIF2) — ontology label: Bifidobacterium | NCBITaxon:1678 · TaxonMech · TraitMech |
PRIMARY_DEGRADER
|
DOMINANT |
|
|||
| RUG023 sp. (MAG SPH2) — ontology label: Spirochaetota | NCBITaxon:203691 · TaxonMech · TraitMech |
CROSS_FEEDER
|
DOMINANT |
|
|||
| Bifidobacterium sp. (MAG BIF11) — ontology label: Bifidobacterium | NCBITaxon:1678 · TaxonMech · TraitMech |
PRIMARY_DEGRADER
|
DOMINANT |
|
|||
| Olsenella_B sp900119625 (MAG ATO6) — ontology label: Olsenella | NCBITaxon:133925 · TaxonMech · TraitMech |
PRIMARY_DEGRADER
|
DOMINANT |
|
|||
| Bifidobacterium thermophilum (MAG BIF18) — ontology label: Bifidobacterium thermophilum | NCBITaxon:33905 · TaxonMech · TraitMech |
PRIMARY_DEGRADER
|
DOMINANT |
|
|||
| Acidaminococcus sp. (MAG ACID1) — ontology label: Acidaminococcus | NCBITaxon:904 · TaxonMech · TraitMech |
SECONDARY_FERMENTER
|
DOMINANT |
|
|||
Ecological Interactions
The graph shows only explicitly linked interaction participants. Community members without an asserted participant link are omitted; membership alone does not imply an interaction.
Proposed Actinobacteriota Lactose Fermentation Roles
HYPOTHESIZED: Genomic pathways and reactor abundance/product associations suggest heterogeneous lactose-fermenting roles among the six abundant Actinobacteriota MAGs. ACT2 is proposed to contribute succinic acid, while bifid-shunt potential supports lactic/acetic acid production in ATO3 and Bifidobacterium MAGs. Lactose permease plus beta-galactosidase were identified in ACT2, BIF2 and BIF11; ATO3 lactose use remains inferred despite no identified LacS homologue. The listed MAGs are the analyzed Actinobacteriota subset, not six experimentally verified producers of every product. Reactor sugar depletion and organic-acid accumulation were measured, but their allocation to these members is computational and correlative. LCO1 also has inferred direct lactose utilization, so this is not an exclusive Actinobacteriota function.
Participating Taxa: Olsenella_B sp. (MAG ATO3), Pauljensenia sp. (MAG ACT2), Bifidobacterium tibiigranuli (MAG BIF2), Bifidobacterium sp. (MAG BIF11), Olsenella_B sp900119625 (MAG ATO6), Bifidobacterium thermophilum (MAG BIF18)
Metabolites: lactose (CHEBI:17716 · MediaIngredientMech · CMMMech), acetic acid (CHEBI:15366 · MediaIngredientMech · CMMMech), succinic acid (CHEBI:30031 · MediaIngredientMech · CMMMech)
HYPOTHESIZED: Lactate production by a subset of lactose-fermenting Actinobacteriota could supply the proposed CLOS1 donor pool. Genomic potential and extracellular profiles support the model, not traced member-specific secretion or transfer; ACT2 succinate production is not evidence of lactate donation.
Evidence
-
PMID:37324413 - PARTIAL (COMPUTATIONAL)"members of the Actinobacteriota phylum are important in the degradation of lactose, via the Leloir pathway and the bifid shunt, and the production of acetic, lactic, and succinic acids "
Proposed Firmicutes Chain Elongation Roles
HYPOTHESIZED: Reverse-beta-oxidation genes, EtfB phylogeny/gene neighborhoods and reactor profiles suggest different chain-elongating roles for the three abundant Firmicute MAGs. CLOS1 is proposed to use lactate and predominantly produce butyrate; LCO1 is proposed to use lactose directly; ACID1 may use ethanol, but that assignment is inconclusive and other substrates remain possible. Butyric, hexanoic and octanoic acids were measured in reactor broth, not assigned to individual cells by flux experiments. No genomic diagnostic of terminal chain length was established. Neither all Firmicutes consuming lactate nor every member producing all three acids is demonstrated; C4 butyrate is distinguished from the C6/C8 medium-chain products.
Participating Taxa: Clostridium_B sp. (MAG CLOS1), Agathobacter rectalis (MAG LCO1), Acidaminococcus sp. (MAG ACID1)
Metabolites: ethanol (CHEBI:16236 · MediaIngredientMech · CMMMech), butyric acid (CHEBI:30772 · MediaIngredientMech · CMMMech), hexanoic acid (CHEBI:30776 · MediaIngredientMech · CMMMech), octanoic acid (CHEBI:28837 · MediaIngredientMech · CMMMech)
Evidence
-
PMID:37324413 - PARTIAL (COMPUTATIONAL)"members of the Firmicutes phylum contribute to the chain-elongation-mediated production of butyric, hexanoic, and octanoic acids, with different microbes using either lactose, ethanol, or lactic acid as the growth substrate "
Proposed Actinobacteriota-to-CLOS1 Lactate Cross-Feeding
CROSS_FEEDINGHYPOTHESIZED: The conceptual model proposes that lactate made by some lactose-fermenting Actinobacteriota can supply CLOS1 chain elongation. ATO3 and Bifidobacterium MAGs represent proposed donor candidates, not a measured set of donor-recipient transfers. CLOS1 contains the inferred LacT, electron-confurcating LDH and associated EtfAB machinery; the other two abundant Firmicutes have different proposed substrates. The study did not directly trace ATO3-to-CLOS1 carbon flow, establish product-removal feedback on upstream fermentation, determine lactate stereochemistry or show complete conversion of lactose into medium-chain fatty acids. The canonical labels retain their existing genus-level or ambiguous groundings rather than assert newly identified species. CROSS_FEEDING denotes the hypothesized transfer model. SYNTROPHY does not require obligacy in the local schema, but adds product-removal feedback that this study does not resolve.
Participating Taxa: Olsenella_B sp. (MAG ATO3), Bifidobacterium tibiigranuli (MAG BIF2), Bifidobacterium sp. (MAG BIF11), Bifidobacterium thermophilum (MAG BIF18), Clostridium_B sp. (MAG CLOS1)
HYPOTHESIZED: Access to donor-derived lactate could support the proposed CLOS1 branch of reverse beta-oxidation, associated mainly with butyrate. This arrow does not route all C6/C8 synthesis through CLOS1 or make LCO1 direct-lactose and ACID1 possible-ethanol metabolism dependent on lactate transfer.
Evidence
-
PMID:37324413 - PARTIAL (COMPUTATIONAL)"members of the Actinobacteriota phylum are important in the degradation of lactose, via the Leloir pathway and the bifid shunt, and the production of acetic, lactic, and succinic acids "
-
PMID:37324413 - PARTIAL (COMPUTATIONAL)"The inferred connection between some Actinobacteriota fermenting lactose to lactic acid and some Firmicutes utilizing lactic acid for chain elongation"
Associated Datasets
| Dataset | Type | Repository | Accession |
|---|---|---|---|
|
Metagenome Sequencing
Shotgun metagenome sequencing data from the UFMP fermentation bioreactor used for MAG reconstruction and metabolic pathway analysis. |
METAGENOMICS | NCBI_BIOPROJECT | PRJNA768492 |
Knowledge gaps & discussions (1)
KNOWLEDGE_GAP OPEN Which MAGs exchange carbon and determine terminal chain length?
The reactor measurements support fermentation, whereas member roles and both retained model arrows are hypotheses. Metatranscriptomics, isotope tracing and selective member/substrate perturbations would test donor identity, CLOS1 uptake, ACID1 substrate and chain-length allocation. SPH2 has a separate proposed ethanol role outside these existing Actinobacteriota/lactate and Firmicute nodes; no new node is invented to hide its disconnected warning. Unsupported stereospecific CHEBI:422 entries are removed from graph nodes without guessing a replacement. Non-graph ingredient/taxonomy role text and all #486/#624 grounding history remain unchanged and are not certified by this graph-only review. The local SYNTROPHY definition does not assert obligacy. The existing lactate-transfer model is typed CROSS_FEEDING with PARTIAL evidence because the study proposes a producer-consumer connection without resolving product-removal feedback on upstream metabolism.
Attaches to: ecological_interactions#Proposed Actinobacteriota Lactose Fermentation Roles, ecological_interactions#Proposed Firmicutes Chain Elongation Roles, ecological_interactions#Proposed Actinobacteriota-to-CLOS1 Lactate Cross-Feeding
Environmental Factors
| Factor | Value | Unit |
|---|---|---|
| Temperature | 35 | degrees C |
| pH | 5.5 | N/A |
| Hydraulic Retention Time | 6 | days |
| Feed Substrate | Ultra-filtered milk permeate (UFMP) | N/A |
| Atmosphere | Anaerobic | N/A |
Growth Media
Cross-Mech Suite Links
Explore related entities across the CultureBotAI X-Mech knowledge bases: