Positional Anchors and Cooperative Retained-Position Sets Define Non-Equivalent RNA Sequence Landscapes

Different RNA sequences do not have equal access to nearby structural sequence space, but how strongly local sequence neighborhoods depend on starting-sequence identity and individual nucleotide positions remains unclear. Here, we compared the fully mutated neighborhoods of three isolated 20-nucleotide RNA seeds inspired by the P-site peptidyl transferase center, shifted P-loop, and A-site A-loop regions of the ribosomal core using ViennaRNA minimum-free-energy secondary-structure predictions. The seeds were treated as conceptual starting points for sequence-space exploration rather than exact residue-numbered extracts from a single modern rRNA. The three seeds generated reproducibly different predicted foldability landscapes, with the shifted P-loop-inspired seed consistently producing the highest foldability across independent pools and increasingly stringent MFE thresholds. Single-position retention revealed strong positional effects: retained guanine generally increased predicted foldability, but one retained-G position in each seed significantly outperformed other retained-G positions within the same sequence. Disabling G·U wobble pairing reduced the magnitude of these effects but preserved the retained-base hierarchy, the identity of all three positional anchors, and the overall seed ranking. Combinations of retained positions produced super-additive increases in predicted foldability, although structural-proximity analysis showed that these positions did not consistently form a single compact predicted structural core. Iterative computational selection for lower MFE progressively enriched all three neighborhoods for predicted structure, while six non-conserved biological control 20-mers generated even richer predicted foldability landscapes than the ribosome-inspired seeds. Together, these results show that local RNA sequence space is strongly shaped by starting-sequence identity, nucleotide position, and higher-order retained-position effects and cannot be explained by nucleotide composition or starting-seed structure alone. These conclusions are restricted to MFE-based secondary-structure predictions and do not establish tertiary folding, biochemical function, or experimentally populated structures.

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Publication Details

Journal
Journal of Molecular Evolution
Published
2026-09-11
DOI
https://doi.org/10.1007/s00239-026-10345-0
Primary Topic
RNA and protein synthesis mechanisms
Type
article
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article

Positional Anchors and Cooperative Retained-Position Sets Define Non-Equivalent RNA Sequence Landscapes

Madhan R. Tirumalai, George E. Fox, Rajat Rastogi
Journal of Molecular Evolution
RNA and protein synthesis mechanisms
article

Positional Anchors and Cooperative Retained-Position Sets Define Non-Equivalent RNA Sequence Landscapes

Madhan R. Tirumalai, George E. Fox, Rajat Rastogi
article en

Abstract

Different RNA sequences do not have equal access to nearby structural sequence space, but how strongly local sequence neighborhoods depend on starting-sequence identity and individual nucleotide positions remains unclear. Here, we compared the fully mutated neighborhoods of three isolated 20-nucleotide RNA seeds inspired by the P-site peptidyl transferase center, shifted P-loop, and A-site A-loop regions of the ribosomal core using ViennaRNA minimum-free-energy secondary-structure predictions. The seeds were treated as conceptual starting points for sequence-space exploration rather than exact residue-numbered extracts from a single modern rRNA. The three seeds generated reproducibly different predicted foldability landscapes, with the shifted P-loop-inspired seed consistently producing the highest foldability across independent pools and increasingly stringent MFE thresholds. Single-position retention revealed strong positional effects: retained guanine generally increased predicted foldability, but one retained-G position in each seed significantly outperformed other retained-G positions within the same sequence. Disabling G·U wobble pairing reduced the magnitude of these effects but preserved the retained-base hierarchy, the identity of all three positional anchors, and the overall seed ranking. Combinations of retained positions produced super-additive increases in predicted foldability, although structural-proximity analysis showed that these positions did not consistently form a single compact predicted structural core. Iterative computational selection for lower MFE progressively enriched all three neighborhoods for predicted structure, while six non-conserved biological control 20-mers generated even richer predicted foldability landscapes than the ribosome-inspired seeds. Together, these results show that local RNA sequence space is strongly shaped by starting-sequence identity, nucleotide position, and higher-order retained-position effects and cannot be explained by nucleotide composition or starting-seed structure alone. These conclusions are restricted to MFE-based secondary-structure predictions and do not establish tertiary folding, biochemical function, or experimentally populated structures.

Journal of Molecular Evolution
Laguna Research (US), University of Houston (US), Texas A&M University (US)
Openalex Percentile: Top 18%
RNA and protein synthesis mechanisms
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