Summary of Study ST003725
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 PR002314. The data can be accessed directly via it's Project DOI: 10.21228/M8HR7S This work is supported by NIH grant, U2C- DK119886.
See: https://www.metabolomicsworkbench.org/about/howtocite.php
This study contains a large results data set and is not available in the mwTab file. It is only available for download via FTP as data file(s) here.
| Study ID | ST003725 |
| Study Title | Identification of temperature-sensitive modifications in Thermococcus kodakarensis |
| Study Summary | Nucleoside analysis of total RNA and RNA subfractions from T. kodakarensis grown at 65, 75, 85 and 95 degree Celcius. |
| Institute | New England Biolabs |
| Last Name | Tsai |
| First Name | Yueh-Lin |
| Address | 44 Dunham Ridge, Beverly, MA 01915 |
| atsai@neb.com | |
| Phone | 978-380-6587 |
| Submit Date | 2025-02-01 |
| Raw Data Available | Yes |
| Raw Data File Type(s) | mzML, d |
| Analysis Type Detail | LC-MS |
| Release Date | 2025-02-14 |
| Release Version | 1 |
Select appropriate tab below to view additional metadata details:
Project:
| Project ID: | PR002314 |
| Project DOI: | doi: 10.21228/M8HR7S |
| Project Title: | Comprehensive Nucleoside Analysis of Archaeal RNA Modification Profiles Reveals a m7G in the Conserved P-loop of 23S rRNA |
| Project Summary: | Extremophilic archaea employ diverse chemical RNA modifications, providing a rich source of new enzymes for biotechnologically valuable RNA manipulations. Our understanding of the modified nucleoside profiles in Archaea, as well as the functions and dynamic regulation of specific RNA modifications is far from complete. Here, we established an extensive profile of nucleoside modifications in thermophilic and mesophilic Archaea through highly sensitive LC-MS/MS analysis and rigorous non-coding RNA depletion, identifying - with high confidence - at least four previously unannotated modifications in archaeal mRNAs. Nucleoside quantification analysis conducted on total, large, small, and mRNA-enriched subfractions of the model hyperthermophilic archaeon Thermococcus kodakarensis revealed a series of modifications whose abundance is dynamically responsive to growth temperatures, implying that specific RNA modifications are fitness relevant under specific growth conditions. To predict the RNA-modifying enzymes most likely to generate the new and dynamic RNA modifications, we leveraged a bioinformatics analysis of open-access databases to annotate likely functional domains of archaeal proteins. Putative enzyme activities were confirmed in vitro and in vivo by assessing the presence of the target RNA modification in genetic deletion strains of T. kodakarensis. Our approach led to the discovery of a methyltransferase-encoded gene responsible for m7G modification in the P-loop of 23S rRNA peptidyl transferase center and validates a novel and effective platform for discovering RNA-modifying enzymes through LC-MS/MS analysis that will accelerate efforts of the community towards uncovering the complex and dynamic roles of RNA modifications. |
| Institute: | New England Biolabs |
| Last Name: | Tsai |
| First Name: | Yueh-Lin |
| Address: | 44 Dunham Ridge, Beverly, MA 01915 |
| Email: | atsai@neb.com |
| Phone: | 978-380-6587 |
Subject:
| Subject ID: | SU003857 |
| Subject Type: | Archaea |
| Subject Species: | Thermococcus kodakarensis |
| Taxonomy ID: | 311400 |
Factors:
Subject type: Archaea; Subject species: Thermococcus kodakarensis (Factor headings shown in green)
| mb_sample_id | local_sample_id | Growth temperature |
|---|---|---|
| SA406949 | Tk_large_AU_65C_rep2-r001 | 65C |
| SA406950 | Tk_large_AU_65C_rep3-r002 | 65C |
| SA406951 | Tk_large_AU_65C_rep3-r001 | 65C |
| SA406952 | Tk_large_pseudoU_65C_rep2-r001 | 65C |
| SA406953 | Tk_total_AU_65C_rep1-r002 | 65C |
| SA406954 | Tk_large_GC_65C_rep2-r002 | 65C |
| SA406955 | Tk_large_GC_65C_rep2-r001 | 65C |
| SA406956 | Tk_large_AU_65C_rep2-r002 | 65C |
| SA406957 | Tk_large_pseudoU_65C_rep1-r001 | 65C |
| SA406958 | Tk_large_GC_65C_rep3-r002 | 65C |
| SA406959 | Tk_large_GC_65C_rep1-r002 | 65C |
| SA406960 | Tk_large_GC_65C_rep1-r001 | 65C |
| SA406961 | Tk_large_AU_65C_rep1-r002 | 65C |
| SA406962 | Tk_large_AU_65C_rep1-r001 | 65C |
| SA406963 | Tk_total_pseudoU_65C_rep3-r001 | 65C |
| SA406964 | Tk_total_GC_65C_rep3-r002 | 65C |
| SA406965 | Tk_total_GC_65C_rep3-r001 | 65C |
| SA406966 | Tk_large_GC_65C_rep3-r001 | 65C |
| SA406967 | Tk_large_pseudoU_65C_rep3-r001 | 65C |
| SA406968 | Tk_total_AU_65C_rep3-r001 | 65C |
| SA406969 | Tk_small_GC_65C_rep2-r002 | 65C |
| SA406970 | Tk_mRNA_85C_rep1 | 65C |
| SA406971 | Tk_mRNA_75C_rep1 | 65C |
| SA406972 | Tk_mRNA_65C_rep1 | 65C |
| SA406973 | Tk_small_pseudoU_65C_rep3-r001 | 65C |
| SA406974 | Tk_small_pseudoU_65C_rep2-r001 | 65C |
| SA406975 | Tk_small_GC_65C_rep3-r002 | 65C |
| SA406976 | Tk_small_GC_65C_rep3-r001 | 65C |
| SA406977 | Tk_small_GC_65C_rep2-r001 | 65C |
| SA406978 | Tk_small_AU_65C_rep1-r001 | 65C |
| SA406979 | Tk_small_AU_65C_rep3-r002 | 65C |
| SA406980 | Tk_small_AU_65C_rep3-r001 | 65C |
| SA406981 | Tk_small_AU_65C_rep2-r002 | 65C |
| SA406982 | Tk_small_AU_65C_rep2-r001 | 65C |
| SA406983 | Tk_small_pseudoU_65C_rep1-r001 | 65C |
| SA406984 | Tk_small_GC_65C_rep1-r002 | 65C |
| SA406985 | Tk_small_GC_65C_rep1-r001 | 65C |
| SA406986 | Tk_small_AU_65C_rep1-r002 | 65C |
| SA406987 | Tk_total_AU_65C_rep3-r002 | 65C |
| SA406988 | Tk_total_AU_65C_rep1-r001 | 65C |
| SA406989 | Tk_total_GC_65C_rep1-r002 | 65C |
| SA406990 | Tk_total_GC_65C_rep2-r002 | 65C |
| SA406991 | Tk_total_GC_65C_rep1-r001 | 65C |
| SA406992 | Tk_total_pseudoU_65C_rep1-r001 | 65C |
| SA406993 | Tk_total_pseudoU_65C_rep1-r002 | 65C |
| SA406994 | Tk_total_AU_65C_rep2-r001 | 65C |
| SA406995 | Tk_total_GC_65C_rep2-r001 | 65C |
| SA406996 | Tk_total_AU_65C_rep2-r002 | 65C |
| SA406997 | Tk_total_pseudoU_65C_rep2-r001 | 65C |
| SA406998 | Tk_total_pseudoU_75C_rep2-r001 | 75C |
| SA406999 | Tk_small_GC_75C_rep3-r002 | 75C |
| SA407000 | Tk_large_AU_75C_rep2-r002 | 75C |
| SA407001 | Tk_total_AU_75C_rep2-r002 | 75C |
| SA407002 | Tk_large_GC_75C_rep2-r001 | 75C |
| SA407003 | Tk_large_GC_75C_rep2-r002 | 75C |
| SA407004 | Tk_total_AU_75C_rep2-r001 | 75C |
| SA407005 | Tk_total_GC_75C_rep1-r001 | 75C |
| SA407006 | Tk_large_pseudoU_75C_rep2-r001 | 75C |
| SA407007 | Tk_small_pseudoU_75C_rep2-r001 | 75C |
| SA407008 | Tk_large_AU_75C_rep3-r001 | 75C |
| SA407009 | Tk_large_AU_75C_rep3-r002 | 75C |
| SA407010 | Tk_large_GC_75C_rep3-r001 | 75C |
| SA407011 | Tk_large_GC_75C_rep3-r002 | 75C |
| SA407012 | Tk_large_pseudoU_75C_rep3-r001 | 75C |
| SA407013 | Tk_total_pseudoU_75C_rep1-r001 | 75C |
| SA407014 | Tk_total_pseudoU_75C_rep1-r002 | 75C |
| SA407015 | Tk_small_pseudoU_75C_rep3-r001 | 75C |
| SA407016 | Tk_small_AU_75C_rep1-r001 | 75C |
| SA407017 | Tk_small_AU_75C_rep1-r002 | 75C |
| SA407018 | Tk_small_GC_75C_rep3-r001 | 75C |
| SA407019 | Tk_small_GC_75C_rep1-r001 | 75C |
| SA407020 | Tk_small_GC_75C_rep1-r002 | 75C |
| SA407021 | Tk_small_pseudoU_75C_rep1-r001 | 75C |
| SA407022 | Tk_small_AU_75C_rep2-r001 | 75C |
| SA407023 | Tk_small_AU_75C_rep2-r002 | 75C |
| SA407024 | Tk_small_GC_75C_rep2-r002 | 75C |
| SA407025 | Tk_small_GC_75C_rep2-r001 | 75C |
| SA407026 | Tk_total_GC_75C_rep1-r002 | 75C |
| SA407027 | Tk_small_AU_75C_rep3-r001 | 75C |
| SA407028 | Tk_small_AU_75C_rep3-r002 | 75C |
| SA407029 | Tk_large_AU_75C_rep2-r001 | 75C |
| SA407030 | Tk_total_AU_75C_rep3-r001 | 75C |
| SA407031 | Tk_large_AU_75C_rep1-r001 | 75C |
| SA407032 | Tk_total_GC_75C_rep3-r002 | 75C |
| SA407033 | Tk_total_AU_75C_rep3-r002 | 75C |
| SA407034 | Tk_large_AU_75C_rep1-r002 | 75C |
| SA407035 | Tk_large_GC_75C_rep1-r001 | 75C |
| SA407036 | Tk_large_GC_75C_rep1-r002 | 75C |
| SA407037 | Tk_mRNA_75C_rep2 | 75C |
| SA407038 | Tk_total_pseudoU_75C_rep3-r001 | 75C |
| SA407039 | Tk_total_AU_75C_rep1-r001 | 75C |
| SA407040 | Tk_total_AU_75C_rep1-r002 | 75C |
| SA407041 | Tk_total_GC_75C_rep3-r001 | 75C |
| SA407042 | Tk_mRNA_95C_rep1 | 75C |
| SA407043 | Tk_mRNA_65C_rep2 | 75C |
| SA407044 | Tk_total_GC_75C_rep2-r002 | 75C |
| SA407045 | Tk_large_pseudoU_75C_rep1-r001 | 75C |
| SA407046 | Tk_total_GC_75C_rep2-r001 | 75C |
| SA407047 | Tk_total_pseudoU_85C_rep3-r001 | 85C |
| SA407048 | Tk_small_AU_85C_rep1-r002 | 85C |
Collection:
| Collection ID: | CO003850 |
| Collection Summary: | T. kodakarensis was grown at 65C, 75C, 85C, or 95C in anaerobic artificial sea water supplemented with yeast extract and tryptone to mid-exponential phase (Optical density ~0.3) in triplicates before harvest. Harvested archaeal cell pellets were resuspended in 10 mL of TRI reagent (Molecular Research Center, Inc., Cat #TR118). The resuspended cells were homogenized using a beads beater at 4.0 m/s for 20 seconds x 2 cycles (MP Biomedicals, FastPrep-24TM). Subsequently, the mixture was centrifuged at 14000 g for 5 minutes to precipitate any cell debris. Supernatants were collected post-centrifugation and treated with 50 μL of BAN reagent (Molecular Research Center, Inc., Cat #BN191) per mL of supernatant for aqueous-organic phase separation. RNA from the aqueous phase was isolated by isopropanol precipitation and subjected to DNase I treatment (NEB, Cat #M0303S) to remove genomic DNA contamination. To further purify the DNase I-treated RNA, an equal volume of acid phenol-chloroform with isoamyl alcohol (125:24:1, Thermo Fisher Scientific, Cat #AM9722) was added to the reaction and centrifuged at 21300 g for 2 minutes to separate the aqueous phase from the organic phase. The aqueous phase containing RNA was then precipitated with 1.5 volumes of isopropanol and 0.1 volume of sodium acetate (Sigma Aldrich, Cat #S7899) at –20°C overnight. Finally, the precipitated RNA pellets were washed with 75% ethanol and dissolved in nuclease-free water. |
| Sample Type: | Cultured cells |
Treatment:
| Treatment ID: | TR003866 |
| Treatment Summary: | T. kodakarensis were grown at 65, 75, 85, or 95C in anaerobic artificial sea water to OD ~0.3. |
Sample Preparation:
| Sampleprep ID: | SP003863 |
| Sampleprep Summary: | We separated total RNA recovered from T. kodakarensis cultures grown at each temperature into large (> 200 nt), small (< 200 nt) using the RNA Clean and Concentrator Kit (Zymo Research, Cat #R1017). mRNA-enriched fractions were prepared using the NEBNext rRNA Depletion Kit (NEB, Cat #E7850X) with the following changes: The NEBNext rRNA depletion solutions provided in the kit were substituted for customized DNA probe mixtures (at 1 uM for each probe) fully complementary to rRNA sequences corresponding to T. kodakarensis. |
Chromatography:
| Chromatography ID: | CH004640 |
| Chromatography Summary: | Solvent A is pH 4.5 |
| Instrument Name: | Agilent 1290 Infinity II UHPLC |
| Column Name: | Waters XSelect HSS T3 XP (100 × 2.1mm, 2.5um) |
| Column Temperature: | 30 |
| Flow Gradient: | 1%-40% Solvent B in 26.5 min |
| Flow Rate: | 0.6 mL/min |
| Solvent A: | 100% water; 10mM ammonium acetate |
| Solvent B: | 100% methanol |
| Chromatography Type: | Reversed phase |
Analysis:
| Analysis ID: | AN006111 |
| Analysis Type: | MS |
| Chromatography ID: | CH004640 |
| Num Factors: | 4 |
| Num Metabolites: | 98 |
| Rt Units: | Minutes |
| Units: | Integrative area under chromatographic peak |