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Updated: Jul 24, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
Published on: November 3, 2011
New insights into the pathogenicity of TMEM165 variants using structural modeling based on AlphaFold 2 predictions
Dominique Legrand1, Mélissandre Herbaut1, Zoé Durin1
1Univ. Lille, CNRS, UMR 8576 - UGSF - Unité de Glycobiologie Structurale et Fonctionnelle, F-59000 Lille, France.
Abstract:
TMEM165 is a Golgi protein playing a crucial role in Mn2+ transport, and whose mutations in patients are known to cause Congenital Disorders of Glycosylation. Some of those mutations affect the highly-conserved consensus motifs E-φ-G-D-[KR]-[TS] characterizing the CaCA2/UPF0016 family, presumably important for the transport of Mn2+ which is essential for the function of many Golgi glycosylation enzymes. Others, like the G>R304 mutation, are far away from these motifs in the sequence. Until recently, the classical membrane protein topology prediction methods were unable to provide a clear picture of the organization of TMEM165 inside the cell membrane, or to explain in a convincing manner the impact of patient and experimentally-generated mutations on the transporter function of TMEM165. In this study, AlphaFold 2 was used to build a TMEM165 model that was then refined by molecular dynamics simulation with membrane lipids and water. This model provides a realistic picture of the 3D protein scaffold formed from a two-fold repeat of three transmembrane helices/domains where the consensus motifs face each other to form a putative acidic cation-binding site at the cytosolic side of the protein. It sheds new light on the impact of mutations on the transporter function of TMEM165, found in patients and studied experimentally in vitro, formerly and within this study. More particularly and very interestingly, this model explains the impact of the G>R304 mutation on TMEM165's function. These findings provide great confidence in the predicted TMEM165 model whose structural features are discussed in the study and compared to other structural and functional TMEM165 homologs from the CaCA2/UPF0016 family and the LysE superfamily.
Insights
TMEM165 mutations cause Congenital Disorders of Glycosylation by disrupting manganese transport. A new 3D model explains how these mutations, even distant ones, affect protein function and Mn2+ transport crucial for glycosylation.
Area of Science:
- Biochemistry
- Structural Biology
- Genetics
Background:
- TMEM165 is a Golgi protein essential for manganese (Mn2+) transport, vital for glycosylation enzymes.
- Mutations in TMEM165 lead to Congenital Disorders of Glycosylation (CDG), impacting patient health.
- Previous topology predictions failed to clarify TMEM165 structure and mutation effects.
Purpose of the Study:
- To elucidate the 3D structure of TMEM165 using advanced modeling techniques.
- To understand how patient-derived and experimental mutations affect TMEM165 function.
- To provide a structural basis for Mn2+ transport and its role in glycosylation.
Main Methods:
- Utilized AlphaFold 2 for initial TMEM165 model construction.
- Refined the model using molecular dynamics simulations with lipids and water.
- Analyzed the structural impact of conserved motifs and specific mutations, like G>R304.
Main Results:
- Developed a refined 3D model of TMEM165 revealing a two-fold repeat structure.
- Identified a putative Mn2+ binding site formed by conserved motifs on the cytosolic side.
- Explained the functional impact of the G>R304 mutation and other mutations on TMEM165 transport.
Conclusions:
- The 3D TMEM165 model offers insights into Mn2+ transport mechanisms and CDG pathogenesis.
- Structural understanding aids in explaining mutation effects on TMEM165 function.
- The model provides a basis for comparing TMEM165 with related transporters in the CaCA2/UPF0016 family and LysE superfamily.
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