Summary of Study ST004535
This data is available at the NIH Common Fund's National Metabolomics Data Repository (NMDR) website, the Metabolomics Workbench, https://www.metabolomicsworkbench.org, where it has been assigned Project ID PR002859. The data can be accessed directly via it's Project DOI: 10.21228/M83V8G This work is supported by NIH grant, U2C- DK119886. See: https://www.metabolomicsworkbench.org/about/howtocite.php
| Study ID | ST004535 |
| Study Title | Extracellular and Intracellular DCA derivatives level alteration |
| Study Summary | We investigated metabolic interactions between Bacteroides thetaiotaomicron (DSMZ 2079; BT) and Collinsella aerofaciens (DSMZ 3979; CA) by coculturing the two species under deoxycholic acid (DCA) stress alongside untreated controls. Cultures were grown in five replicates anaerobically in Brain Heart Infusion–supplemented (BHIS) medium at 37°C for 6 h with shaking, using Hungate tubes supplemented with 300 µM DCA where indicated. Across these conditions, we quantified extracellular amino acids, short-chain fatty acids, vitamin B6, and both extracellular and intracellular DCA derivatives to capture key metabolic responses to bile acid stress and microbial interactions. This section focuses on changes in extracellular and intracellular DCA derivatives profiles, providing an overview of how bile acid stress this two-member community. In anaerobic coculture, C. aerofaciens mitigated the inhibitory effects of deoxycholic acid (DCA) on B. thetaiotaomicron by absorbing DCA from the medium and partially converting it into glycine-conjugated derivatives. These results suggest that microbial interactions can enhance resistance to bile acid stress and may influence gut microbiome resilience, with potential relevance for liver- and bile acid–related disorders. CA: Collinsella aerofaciens; BT: Bacteroides thetaiotaomicron; Co: Coculture of the two species |
| Institute | Charles University |
| Department | Institute of Medical Biochemistry and Laboratory Diagnostics |
| Last Name | Leníček |
| First Name | Martin |
| Address | Katerinska 32, 12108 Prague, Czech Republic |
| Martin.Lenicek@lf1.cuni.cz | |
| Phone | +420723748496 |
| Submit Date | 2026-01-08 |
| Raw Data Available | Yes |
| Raw Data File Type(s) | mzML, raw(Thermo) |
| Analysis Type Detail | LC-MS |
| Release Date | 2026-01-19 |
| Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
| Project ID: | PR002859 |
| Project DOI: | doi: 10.21228/M83V8G |
| Project Title: | Coculture of Collinsella aerofaciens and Bacteroides thetaiotaomicron under bile acid stress reveals vitamin B6 exchange |
| Project Summary: | Background: Although the bile acid-mediated microbiome-host interaction is known to shape both the composition and functionality of the gut microbiome, the mechanisms by which bile acid stress influences specific microbial metabolic interactions remain poorly understood. To address this gap, we examine the metabolic interplay between two key gut microbes. Bacteroides thetaiotaomicron, one of the most abundant species, possesses a broad enzymatic repertoire for polysaccharide degradation, while Collinsella aerofaciens is associated with liver-related diseases and plays a role in modifying primary bile acids. Results: In anaerobic coculture, C. aerofaciens mitigated the inhibitory effects of deoxycholic acid (DCA) on B. thetaiotaomicron by absorbing DCA from the medium and partially converting it into glycine-conjugated derivatives. Proteomic analysis showed that DCA broadly disrupted amino acid and vitamin metabolism pathways, particularly in B. thetaiotaomicron. In contrast, coculture led to a general upregulation of these pathways in C. aerofaciens, with a marked activation of vitamin B6 metabolism. Additionally, C. aerofaciens exhibited increased production of citrulline and ornithine in coculture. Conclusions: C. aerofaciens alleviates DCA toxicity on B. thetaiotaomicron through absorption, while promoting amino acid and vitamin metabolism, including the vitamin B6 synthesis pathway, during coculture. These results suggest that microbial interactions can enhance resistance to bile acid stress and may influence gut microbiome resilience, with potential relevance for liver- and bile acid–related disorders. |
| Institute: | Helmholtz Centre for Environmental Research |
| Department: | Department of Molecular Toxicology |
| Laboratory: | Functional Metabolomics |
| Last Name: | Wang |
| First Name: | Yan |
| Address: | Permoserstraße 15, 04318, Leipzig, Germany |
| Email: | yan.wang@ufz.de |
| Phone: | +49 341 60251532 |
Subject:
| Subject ID: | SU004714 |
| Subject Type: | Bacteria |
| Subject Species: | Bacteroides thetaiotaomicron,Collinsella aerofaciens |
| Taxonomy ID: | 818,74426 |
| Genotype Strain: | Bacteroides thetaiotaomicron (DSMZ 2079; BT) and Collinsella aerofaciens (DSMZ 3979; CA) |
Factors:
Subject type: Bacteria; Subject species: Bacteroides thetaiotaomicron,Collinsella aerofaciens (Factor headings shown in green)
| mb_sample_id | local_sample_id | Sample source | Treatment | Replicate | Sample Type |
|---|---|---|---|---|---|
| SA537864 | BT_B1_P | BT | Control | 1 | Pellet |
| SA537865 | BT_B1_SN | BT | Control | 1 | Supernatant |
| SA537866 | BT_B2_P | BT | Control | 2 | Pellet |
| SA537867 | BT_B2_SN | BT | Control | 2 | Supernatant |
| SA537868 | BT_B3_P | BT | Control | 3 | Pellet |
| SA537869 | BT_B3_SN | BT | Control | 3 | Supernatant |
| SA537870 | BT_B4_P | BT | Control | 4 | Pellet |
| SA537871 | BT_B4_SN | BT | Control | 4 | Supernatant |
| SA537872 | BT_B5_P | BT | Control | 5 | Pellet |
| SA537873 | BT_B5_SN | BT | Control | 5 | Supernatant |
| SA537874 | BT_DCA1_P | BT | final concentration 300µM DCA | 1 | Pellet |
| SA537875 | BT_DCA1_SN | BT | final concentration 300µM DCA | 1 | Supernatant |
| SA537876 | BT_DCA2_P | BT | final concentration 300µM DCA | 2 | Pellet |
| SA537877 | BT_DCA2_SN | BT | final concentration 300µM DCA | 2 | Supernatant |
| SA537878 | BT_DCA3_P | BT | final concentration 300µM DCA | 3 | Pellet |
| SA537879 | BT_DCA3_SN | BT | final concentration 300µM DCA | 3 | Supernatant |
| SA537880 | BT_DCA4_P | BT | final concentration 300µM DCA | 4 | Pellet |
| SA537881 | BT_DCA4_SN | BT | final concentration 300µM DCA | 4 | Supernatant |
| SA537882 | BT_DCA5_P | BT | final concentration 300µM DCA | 5 | Pellet |
| SA537883 | BT_DCA5_SN | BT | final concentration 300µM DCA | 5 | Supernatant |
| SA537884 | CA_B1_P | CA | Control | 1 | Pellet |
| SA537885 | CA_B1_SN | CA | Control | 1 | Supernatant |
| SA537886 | CA_B2_P | CA | Control | 2 | Pellet |
| SA537887 | CA_B2_SN | CA | Control | 2 | Supernatant |
| SA537888 | CA_B3_P | CA | Control | 3 | Pellet |
| SA537889 | CA_B3_SN | CA | Control | 3 | Supernatant |
| SA537890 | CA_B4_P | CA | Control | 4 | Pellet |
| SA537891 | CA_B4_SN | CA | Control | 4 | Supernatant |
| SA537892 | CA_B5_P | CA | Control | 5 | Pellet |
| SA537893 | CA_B5_SN | CA | Control | 5 | Supernatant |
| SA537894 | CA_DCA1_P | CA | final concentration 300µM DCA | 1 | Pellet |
| SA537895 | CA_DCA1_SN | CA | final concentration 300µM DCA | 1 | Supernatant |
| SA537896 | CA_DCA2_P | CA | final concentration 300µM DCA | 2 | Pellet |
| SA537897 | CA_DCA2_SN | CA | final concentration 300µM DCA | 2 | Supernatant |
| SA537898 | CA_DCA3_P | CA | final concentration 300µM DCA | 3 | Pellet |
| SA537899 | CA_DCA3_SN | CA | final concentration 300µM DCA | 3 | Supernatant |
| SA537900 | CA_DCA4_P | CA | final concentration 300µM DCA | 4 | Pellet |
| SA537901 | CA_DCA4_SN | CA | final concentration 300µM DCA | 4 | Supernatant |
| SA537902 | CA_DCA5_P | CA | final concentration 300µM DCA | 5 | Pellet |
| SA537903 | CA_DCA5_SN | CA | final concentration 300µM DCA | 5 | Supernatant |
| SA537904 | Co_B1_P | Co | Control | 1 | Pellet |
| SA537905 | Co_B1_SN | Co | Control | 1 | Supernatant |
| SA537906 | Co_B2_P | Co | Control | 2 | Pellet |
| SA537907 | Co_B2_SN | Co | Control | 2 | Supernatant |
| SA537908 | Co_B3_P | Co | Control | 3 | Pellet |
| SA537909 | Co_B3_SN | Co | Control | 3 | Supernatant |
| SA537910 | Co_B4_P | Co | Control | 4 | Pellet |
| SA537911 | Co_B4_SN | Co | Control | 4 | Supernatant |
| SA537912 | Co_B5_SN | Co | Control | 5 | Supernatant |
| SA537913 | Co_DCA1_SN | Co | final concentration 300µM DCA | 1 | Supernatant |
| SA537914 | Co_DCA2_SN | Co | final concentration 300µM DCA | 2 | Supernatant |
| SA537915 | Co_DCA3_SN | Co | final concentration 300µM DCA | 3 | Supernatant |
| SA537916 | Co_DCA4_P | Co | final concentration 300µM DCA | 4 | Pellet |
| SA537917 | Co_DCA4_SN | Co | final concentration 300µM DCA | 4 | Supernatant |
| SA537918 | Co_DCA5_P | Co | final concentration 300µM DCA | 5 | Pellet |
| SA537919 | Co_DCA5_SN | Co | final concentration 300µM DCA | 5 | Supernatant |
| SA537920 | Blank_SN | NA | Blank | 1 | Supernatant |
| SA537921 | 300 µM DCA_SN | NA | Blank | 1 | Supernatant |
| Showing results 1 to 58 of 58 |
Collection:
| Collection ID: | CO004707 |
| Collection Summary: | After 6 hours of incubation, 2.5 mL of bacterial suspension was harvested. 2 mL of that was centrifuged at 4°C for 10 minutes to separate the supernatant and pellet. Both fractions were immediately frozen at –80°C for further omics analysis. |
| Sample Type: | Bacterial culture supernatant & pellet |
Treatment:
| Treatment ID: | TR004723 |
| Treatment Summary: | Hungate anaerobic culture tubes containing BHIS medium were supplemented with DCA to a final concentration of 300 µM and flushed with pure nitrogen gas. Strains were then inoculated into the tubes in five replicates each. Cultures were monitored at 600 nm using a Nanocolour® UV/VIS II spectrophotometer (Macherey-Nagel). After 6 hours of incubation, 2.5 mL of bacterial suspension was harvested. 2 mL of that was centrifuged at 4°C for 10 minutes to separate the supernatant and pellet. Both fractions were immediately frozen at –80°C for further omics analysis. |
Sample Preparation:
| Sampleprep ID: | SP004720 |
| Sampleprep Summary: | Intracellular DCA and derivatives were extracted from cell pellets kept on ice. Pellets were resuspended in 500 µL of pre-cooled (–20°C) methanol and subjected to three freeze–thaw cycles in liquid nitrogen. To ensure cell disruption, suspensions were sonicated for 10 min. After centrifugation at 16,000 g for 5 min at –4°C, the supernatant was transferred to a fresh tube. The pellet was re-extracted using the same procedure, and both supernatants were combined and dried completely in an Eppendorf® Concentrator Plus at room temperature. Dried extracts were stored at –80°C until analysis. The supernatant was collected and stored at –80°C until bile acid analysis. The dried residue was reconstituted in 300 µL of methanol. For DCA quantification, 3 µL of this solution was analysed, while 250 µL were used for the quantification of glyco-, tauro-, and keto-derivatives of DCA. Each aliquot was spiked with an internal standard mixture (d4-DCA, d4-UDCA, d4-gCDCA), evaporated to dryness, and reconstituted in 100 µL of mobile phase. |
Combined analysis:
| Analysis ID | AN007617 | AN007618 |
|---|---|---|
| Chromatography ID | CH005777 | CH005778 |
| MS ID | MS007314 | MS007315 |
| Analysis type | MS | MS |
| Chromatography type | Reversed phase | Reversed phase |
| Chromatography system | Dionex Ultimate 3000 | Dionex Ultimate 3000 |
| Column | Pinnacle DB C18 column (100 × 2.1 mm, 3 μm) | Pinnacle DB C18 column (100 × 2.1 mm, 3 μm) |
| MS Type | ESI | ESI |
| MS instrument type | triple quadrupole | triple quadrupole |
| MS instrument name | TSQ Quantum Access Max with H-ESI II probe | TSQ Quantum Access Max with H-ESI II probe |
| Ion Mode | NEGATIVE | NEGATIVE |
| Units | µM | µM |
Chromatography:
| Chromatography ID: | CH005777 |
| Instrument Name: | Dionex Ultimate 3000 |
| Column Name: | Pinnacle DB C18 column (100 × 2.1 mm, 3 μm) |
| Column Temperature: | 55°C |
| Flow Gradient: | 0–2.5 min 40%; 2.5–3.5 min 40–57%; 3.5–9.5 min 57–59%; 9.5–10.0 min 59–70%; 10.0–14.0 min 70–72%; 14.0–16.0 min 72–76%. |
| Flow Rate: | 0.3 mL/min |
| Solvent A: | 100% Water; 0.005 M Ammonium acetate; 0.012% formic acid |
| Solvent B: | 100% Methanol |
| Chromatography Type: | Reversed phase |
| Chromatography ID: | CH005778 |
| Instrument Name: | Dionex Ultimate 3000 |
| Column Name: | Pinnacle DB C18 column (100 × 2.1 mm, 3 μm) |
| Column Temperature: | 55°C |
| Flow Gradient: | 0–2.5 min 40%; 2.5–3.5 min 40–57%; 3.5–9.5 min 57–59%; 9.5–10.0 min 59–70%; 10.0–14.0 min 70–72%; 14.0–16.0 min 72–76%. |
| Flow Rate: | 0.3 mL/min |
| Solvent A: | 100% Water; 0.005 M Ammonium acetate; 0.012% formic acid |
| Solvent B: | 100% Methanol |
| Chromatography Type: | Reversed phase |
MS:
| MS ID: | MS007314 |
| Analysis ID: | AN007617 |
| Instrument Name: | TSQ Quantum Access Max with H-ESI II probe |
| Instrument Type: | triple quadrupole |
| MS Type: | ESI |
| MS Comments: | For identification and quantitation, a scheduled MRM method was used. All the details I was able to retrieve are in the table attached. Analyses were performed using a HESI probe with a spray voltage of 3800 V, vaporizer temperature of 350°C, sheath gas at 40 arbU, auxiliary gas at 14 arbU, ion sweep gas at 2 arbU, and a capillary temperature of 320°C; the tube lens settings and monitored transitions (MRM) are reported in the table. The simmer offset was not used, collision gas pressure was set to 1.5 mTorr, and the cycle time was 0.27 s. Selected reaction monitoring was carried out in negative ion mode for diketoderivatives of DCA (precursor/product m/z 387.3/387.3, 4–19 min, collision energy 25, tube lens 110; not detected), monoketoderivatives of DCA (389.3/389.3, 4–19 min, collision energy 25, tube lens 110; PubChem IDs 160738 and 3080612), DCA (391.3/391.3, 4–19 min, collision energy 25, tube lens 110; PubChem ID 222528), tDCA (498.3/498.3, 7–13 min, collision energy 25, tube lens 109; PubChem ID 2733768), and gDCA (448.3/448.3, 8.3–13 min, collision energy 25, tube lens 102; PubChem ID 3035026). |
| Ion Mode: | NEGATIVE |
| Analysis Protocol File: | MS_details.pdf |
| MS ID: | MS007315 |
| Analysis ID: | AN007618 |
| Instrument Name: | TSQ Quantum Access Max with H-ESI II probe |
| Instrument Type: | triple quadrupole |
| MS Type: | ESI |
| MS Comments: | For identification and quantitation, a scheduled MRM method was used. All the details I was able to retrieve are in the table attached. Analyses were performed using a HESI probe with a spray voltage of 3800 V, vaporizer temperature of 350°C, sheath gas at 40 arbU, auxiliary gas at 14 arbU, ion sweep gas at 2 arbU, and a capillary temperature of 320°C; the tube lens settings and monitored transitions (MRM) are reported in the table. The simmer offset was not used, collision gas pressure was set to 1.5 mTorr, and the cycle time was 0.27 s. Selected reaction monitoring was carried out in negative ion mode for diketoderivatives of DCA (precursor/product m/z 387.3/387.3, 4–19 min, collision energy 25, tube lens 110; not detected), monoketoderivatives of DCA (389.3/389.3, 4–19 min, collision energy 25, tube lens 110; PubChem IDs 160738 and 3080612), DCA (391.3/391.3, 4–19 min, collision energy 25, tube lens 110; PubChem ID 222528), tDCA (498.3/498.3, 7–13 min, collision energy 25, tube lens 109; PubChem ID 2733768), and gDCA (448.3/448.3, 8.3–13 min, collision energy 25, tube lens 102; PubChem ID 3035026). |
| Ion Mode: | NEGATIVE |
| Analysis Protocol File: | MS_details.pdf |