Back

Local sequence context determines the effect of glycine substitutions in collagen triple helices

Persikov, A. V.

2026-06-04 biophysics
10.64898/2026.06.01.729402 bioRxiv
Show abstract

Glycine substitutions in the collagen triple helix cause diverse heritable disorders, but their effects vary with local sequence environment. We tested whether sequence context helps determine the consequences of Gly replacement by combining case-weighted bioinformatic analysis, thermodynamic measurements on collagen model peptides (CMPs), and all-atom molecular dynamics simulations. Case-weighted analysis of pathogenic COL3A1 glycine substitutions identified Pro immediately following the substituted Gly, corresponding to a GP context, as the strongest enriched local feature. To examine this experimentally, we designed CMPs with stabilizing terminal segments flanking native collagen sequence windows containing clinically observed Gly[->]Ser and Gly[->]Arg substitutions. Gly[->]Arg substitutions were generally more destabilizing than Gly[->]Ser at the same site. However, the strongest effect was sequence-dependent: within the Gly[->]Ser class, GP-site substitutions caused larger losses of thermal stability and unfolding enthalpy than nonGP substitutions, and some GP-site Gly[->]Ser mutations were as destabilizing as Gly[->]Arg substitutions. Molecular dynamics simulations showed that all peptides remained globally triple-helical, but GP-site mutants exhibited greater loss of canonical interchain hydrogen bonds and reduced local backbone accommodation. Thus, the effect of glycine substitution in collagen depends not only on the replacing residue but also on the permissiveness of the surrounding sequence, with Pro-adjacent sites representing especially restrictive local environments. Statement of SignificanceCollagen diseases often result from replacement of a required glycine in the triple helix, but the same substitution can have very different consequences at different sites. Using clinical bioinformatics, collagen model peptides, and molecular dynamics simulations, we show that the surrounding sequence is a major determinant of mutational outcome. The most restrictive context identified here is a GP site, in which proline immediately follows the substituted glycine: Gly[->]Ser mutations at GP sites are more destabilizing than Gly[->]Ser mutations at sites without a following proline and can be as damaging as Gly[->]Arg substitutions. These results define a sequence-based rule for collagen mutational tolerance relevant to both triple-helix stability and interpretation of pathogenic variants.

Matching journals

The top 9 journals account for 50% of the predicted probability mass.

1
PLOS ONE
5266 papers in training set
Top 21%
8.0%
2
Journal of Biological Chemistry
690 papers in training set
Top 1.0%
8.0%
3
Biophysical Journal
631 papers in training set
Top 1%
6.3%
4
eLife
5828 papers in training set
Top 21%
5.5%
5
Proceedings of the National Academy of Sciences
2444 papers in training set
Top 8%
5.5%
6
Protein Science
246 papers in training set
Top 0.8%
4.9%
7
Scientific Reports
3612 papers in training set
Top 20%
4.9%
8
PLOS Computational Biology
1863 papers in training set
Top 8%
4.4%
9
Nature Communications
5641 papers in training set
Top 35%
3.3%
50% of probability mass above
10
Matrix Biology
29 papers in training set
Top 0.2%
2.5%
11
Annals of the Rheumatic Diseases
36 papers in training set
Top 0.2%
2.5%
12
Computational and Structural Biotechnology Journal
242 papers in training set
Top 3%
2.1%
13
PNAS Nexus
159 papers in training set
Top 0.6%
2.1%
14
International Journal of Molecular Sciences
494 papers in training set
Top 7%
1.9%
15
FEBS Letters
47 papers in training set
Top 0.1%
1.7%
16
Journal of The Royal Society Interface
235 papers in training set
Top 2%
1.7%
17
BMC Medical Genomics
50 papers in training set
Top 0.6%
1.4%
18
Journal of Molecular Biology
232 papers in training set
Top 2%
1.3%
19
Human Mutation
34 papers in training set
Top 0.4%
1.1%
20
The American Journal of Human Genetics
234 papers in training set
Top 2%
1.1%
21
Communications Biology
993 papers in training set
Top 21%
1.1%
22
Acta Biomaterialia
92 papers in training set
Top 0.8%
1.1%
23
Structure
193 papers in training set
Top 2%
1.1%
24
Journal of Virology
499 papers in training set
Top 3%
1.0%
25
European Journal of Human Genetics
58 papers in training set
Top 1.0%
1.0%
26
iScience
1154 papers in training set
Top 34%
0.9%
27
Life Science Alliance
285 papers in training set
Top 7%
0.9%
28
Frontiers in Molecular Biosciences
102 papers in training set
Top 3%
0.6%
29
Biochimica et Biophysica Acta (BBA) - Molecular Basis of Disease
26 papers in training set
Top 1%
0.6%
30
Journal of Chemical Information and Modeling
238 papers in training set
Top 3%
0.6%