Evidence map›Paper›PMID 40375073›Full record

ArticleBMC genomic data2025

Computational prediction of deleterious nonsynonymous SNPs in the CTNS gene: implications for cystinosis.

Leila Adda Neggaz, Amira Chahinez Dahmani, Ibtissem Derriche, Nawel Adda Neggaz, Abdallah Boudjema

Abstract read
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Article in BMC genomic data, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

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4citing papers in PubMed
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1 · What the graph read from it

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3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Review
  2. Cancer-associated TRF1 mutations alter PARP1 interaction dynamics: an in silico study.Mammalian genome : official journal of the International Mammalian Genome Society · 2026
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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Leila Adda NeggazLaboratory of Molecular and Cellular Genetics (LGMC), University of Sciences and Technology of Oran Mohamed Boudiaf, Oran, Algeria. addaneggaz.leila@gmail.com.
Amira Chahinez DahmaniLaboratory of Molecular and Cellular Genetics (LGMC), University of Sciences and Technology of Oran Mohamed Boudiaf, Oran, Algeria.
Ibtissem DerricheLaboratory of Nutrition Physiology and Food Safety, University of Oran, Oran, Algeria.
Nawel Adda NeggazOphthalmology Clinic Dr. Adda Neggaz, Oran, Algeria.
Abdallah BoudjemaLaboratory of Molecular and Cellular Genetics (LGMC), University of Sciences and Technology of Oran Mohamed Boudiaf, Oran, Algeria.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundCystinosis is a rare autosomal recessive lysosomal storage disorder caused by mutations in the CTNS gene, which encodes cystinosin, a lysosomal cystine transporter. These mutations disrupt cystine efflux, leading to its accumulation in lysosomes and subsequent cellular damage. While more than 140 mutations have been identified, the functional and structural impacts of many nonsynonymous single nucleotide polymorphisms (nsSNPs) remain poorly understood. Nonsynonymous SNPs are of particular interest because they can directly alter protein structure and function, potentially leading to disease. Clinically, cystinosis most often presents with renal Fanconi syndrome, photophobia and vision loss due to corneal cystine crystals, and progressive neuromuscular complications such as distal myopathy and swallowing difficulties This study aimed to identify deleterious nsSNPs in the CTNS gene and evaluate their effects on cystinosin stability, structure, and function via computational tools and molecular dynamics simulations.

resultsFrom a dataset of 12,028 SNPs, 327 nsSNPs were identified, among which 19 were consistently classified as deleterious across multiple predictive tools, including SIFT, PolyPhen, and molecular dynamics simulations. Stability predictions revealed that most of these mutations destabilize cystinosin, with G308R and G308V located in the sixth transmembrane domain essential for transporter function having the most severe effects. Molecular dynamics simulations revealed that these mutations significantly increase local flexibility, alter hydrogen bonding patterns, and enhance solvent accessibility, resulting in structural perturbations. Notably, D305G and F142S disrupted the transmembrane domains essential for the function of cystinosin, whereas compared with the wild-type protein, G309V resulted in increased stability. Conservation analysis revealed that 16 of the 19 mutations affected highly conserved residues, indicating their crucial roles in the function of cystinosin. Additionally, protein interaction analyses suggested that mutations could impact associations with lysosomal and membrane transport proteins.

conclusionsThis study identified 19 deleterious nsSNPs in the CTNS gene that impair cystinosin stability and function. These findings highlight the structural and functional importance of key residues, such as G308, D305, and F142, which play critical roles in maintaining the active conformation and transport capacity of cystinosin. These insights provide a foundation for future experimental validation and the development of targeted therapeutic strategies to mitigate the effects of pathogenic mutations in cystinosis.

Indexed as

Amino Acid Transport Systems, NeutralCystinosisPolymorphism, Single NucleotideComputational BiologyHumansMolecular Dynamics SimulationAmino Acid Transport Systems, NeutralCTNS protein, humanCTNS geneCystinosinCystinosisIn Silico analysisLysosomal transportMolecular dynamics simulationsNsSNPsProtein stability

Identifiers

PMID40375073
PMCPMC12079974

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.