Pan-modification profiling facilitates a cross-evolutionary dissection of the thermoregulated ribosomal epitranscriptome - Paeru
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ABSTRACT:
ORGANISM(S): Pseudomonas aeruginosa
PROVIDER: GSE284586 | GEO | 2025/11/13
REPOSITORIES: GEO
Similar Datasets
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284592 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284591 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284593 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284583 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284582 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284581 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284578 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284580 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284587 | GEO
Project description:Over 170 modifications are deposited on RNA, across the tree of life. A major bottleneck to systematically dissecting RNA modifications has been the lack of methods allowing to acquire systematic, high-confidence maps of many RNA modifications and at scale. Here we have developed Pan-Mod-seq, which permits de-novo, sensitive and specific identification of 16 distinct modifications in dozens of samples in parallel. We applied Pan-Mod-seq to RNA from 14 different species from all 3 domains of life, most of which sampled under highly variable chemical/physical/biological gradients, aiming to systematically explore the plasticity of rRNA modifications. While dynamically modified sites are relatively rare in mesophiles, we find that these are widespread in hyperthermophiles, where ~50% of identified modifications were induced with temperature. We focused on dissection of three key dynamically induced modifications: m5C, ac4C and Ψ. We uncover an m5C program encompassing dozens of targets across both rRNA subunits, all of which are dramatically induced with growth temperature in two of the sampled hyperthermophiles. In both cases m5C is introduced at a single consensus motif, via a single enzyme which is essential for growth at higher temperatures. ac4C in turn is dynamically induced among all three sampled hyperthermophiles at hundreds of sites, also at a single consensus motif. Remarkably, the methylation and acetylation overlap, and together form a tandemly modified temperature induced G-m5C-ac4C-G sequence motif. Temperature-dependent induction of both enzymes can be recapitulated in vitro, establishing that it is an intrinsic property of the two enzymes rather than externally regulated. We obtain high-resolution cryoEM structures of ribosomes from WT strains at low and high temperatures and ones deleted of the methylating enzyme, and identify numerous mechanisms via which m5C confers structural stability. Finally, we also uncover a systematic induction in Ψ levels in T. kodakarensis, and reveal that it is largely coordinated by a single temperature-induced sRNA guiding pseudouridine formation at an unprecedented number of targets, whose loss results in growth deficiency at higher temperatures. Our findings offer a wide and systematic view of rRNA modification plasticity across representative species sampled from the tree of life, dissect the ability of different modifications to contribute to the stability of ribosomes at higher temperatures, and present a methodology allowing an unprecedented view on the the rRNA epitranscriptome in health and in disease.
2025-11-13 | GSE284585 | GEO