Structural Bioinformatics of Human Anoctamin ANO6–ANO10 and Their Water-Soluble QTY Analogs

Human integral membrane proteins of the anoctamin (ANO) family (ANO6–ANO10) function as ion channels and lipid scramblases in a wide range of biological processes, making them very important therapeutic targets. However, because these proteins contain highly hydrophobic transmembrane domains, they typically require detergent extraction and subsequent work, which complicates their expression and structural analysis. In this study, we applied the simple QTY code to design water-soluble analogs of five ANO family members (ANO6–ANO10) by replacing the hydrophobic amino acids leucine (L), isoleucine (I)/valine (V), and phenylalanine (F) with the hydrophilic residues glutamine (Q), threonine (T), and tyrosine (Y), respectively. The structures of these QTY analogs were predicted using AlphaFold 3 and compared with both experimentally determined cryo-EM structures and AlphaFold 3-predicted structures of the native proteins. Structural superposition produced low root mean square deviation (RMSD) values ranging from 0.293[Formula: see text]Å to 0.811[Formula: see text]Å, indicating that the overall alpha-helical structure was preserved well after QTY substitution. Furthermore, surface hydrophobic patches on the QTY analogs were significantly reduced. Most importantly, the internal geometry of the calcium-binding pocket was preserved well, suggesting its biological functionality. Our structural bioinformatics studies using the QTY code and AlphaFold 3 not only open new avenues for designing water-soluble membrane proteins but also enable the use of these QTY analogs as stable antigens for therapeutic monoclonal antibody discovery to specifically target the ANO family.

Authors

Institutions

Publication Details

Journal
Molecular Frontiers Journal
Published
2026-09-09
DOI
https://doi.org/10.1142/s2529732526400043
Primary Topic
Ion channel regulation and function
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Structural Bioinformatics of Human Anoctamin ANO6–ANO10 and Their Water-Soluble QTY Analogs

Shuguang Zhang, Edward Chen, Sienna Zhao
Molecular Frontiers Journal
Ion channel regulation and function
article

Structural Bioinformatics of Human Anoctamin ANO6–ANO10 and Their Water-Soluble QTY Analogs

Shuguang Zhang, Edward Chen, Sienna Zhao
article en

Abstract

Human integral membrane proteins of the anoctamin (ANO) family (ANO6–ANO10) function as ion channels and lipid scramblases in a wide range of biological processes, making them very important therapeutic targets. However, because these proteins contain highly hydrophobic transmembrane domains, they typically require detergent extraction and subsequent work, which complicates their expression and structural analysis. In this study, we applied the simple QTY code to design water-soluble analogs of five ANO family members (ANO6–ANO10) by replacing the hydrophobic amino acids leucine (L), isoleucine (I)/valine (V), and phenylalanine (F) with the hydrophilic residues glutamine (Q), threonine (T), and tyrosine (Y), respectively. The structures of these QTY analogs were predicted using AlphaFold 3 and compared with both experimentally determined cryo-EM structures and AlphaFold 3-predicted structures of the native proteins. Structural superposition produced low root mean square deviation (RMSD) values ranging from 0.293[Formula: see text]Å to 0.811[Formula: see text]Å, indicating that the overall alpha-helical structure was preserved well after QTY substitution. Furthermore, surface hydrophobic patches on the QTY analogs were significantly reduced. Most importantly, the internal geometry of the calcium-binding pocket was preserved well, suggesting its biological functionality. Our structural bioinformatics studies using the QTY code and AlphaFold 3 not only open new avenues for designing water-soluble membrane proteins but also enable the use of these QTY analogs as stable antigens for therapeutic monoclonal antibody discovery to specifically target the ANO family.

Molecular Frontiers Journal
Massachusetts Institute of Technology (US)
Clean water and sanitation
Openalex Percentile: Top 17%
Ion channel regulation and function
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.