Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties
Purpose: Demand is increasing for clinical genomic sequencing to provide diagnoses for patients presenting phenotypes indicative of genetic diseases, but for whom routine genetic testing failed to yield a diagnosis. DNA-based testing using high-throughput technologies often identifies variants with...
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doaj-f56443b899d0470a96d832c746668bcc2020-11-25T00:03:10ZengFrontiers Media S.A.Frontiers in Genetics1664-80212018-07-01910.3389/fgene.2018.00276389728Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional PropertiesMichael T. Zimmermann0Michael T. Zimmermann1Raul Urrutia2Raul Urrutia3Margot A. Cousin4Gavin R. Oliver5Gavin R. Oliver6Eric W. Klee7Eric W. Klee8Department of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, United StatesBioinformatics Research and Development Laboratory, Genomics Sciences and Precision Medicine Center, Medical College of Wisconsin, Milwaukee, WI, United StatesBioinformatics Research and Development Laboratory, Genomics Sciences and Precision Medicine Center, Medical College of Wisconsin, Milwaukee, WI, United StatesLaboratory of Epigenetics and Chromatin Dynamics, Department of Biochemistry and Molecular Biology, Epigenomics Translational Program, Center for Individualized Medicine, Mayo Clinic, Rochester, MN, United StatesCenter for Individualized Medicine, Mayo Clinic, Rochester, MN, United StatesDepartment of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, United StatesCenter for Individualized Medicine, Mayo Clinic, Rochester, MN, United StatesDepartment of Health Science Research, Division of Biomedical Statistics and Informatics, Mayo Clinic, Rochester, MN, United StatesCenter for Individualized Medicine, Mayo Clinic, Rochester, MN, United StatesPurpose: Demand is increasing for clinical genomic sequencing to provide diagnoses for patients presenting phenotypes indicative of genetic diseases, but for whom routine genetic testing failed to yield a diagnosis. DNA-based testing using high-throughput technologies often identifies variants with insufficient evidence to determine whether they are disease-causal or benign, leading to categorization as variants of uncertain significance (VUS).Methods: We used molecular modeling and simulation to generate specific hypotheses for the molecular effects of variants in the human glucose transporter, GLUT10 (SLC2A10). Similar to many disease-relevant membrane proteins, no experimentally derived 3D structure exists. An atomic model was generated and used to evaluate multiple variants, including pathogenic, benign, and VUS.Results: These analyses yielded detailed mechanistic data, not currently predictable from sequence, including altered protein stability, charge distribution of ligand binding surfaces, and shifts toward or away from transport-competent conformations. Consideration of the two major conformations of GLUT10 was important as variants have conformation-specific effects. We generated detailed molecular hypotheses for the functional impact of variants in GLUT10 and propose means to determine their pathogenicity.Conclusion: The type of workflow we present here is valuable for increasing the throughput and resolution with which VUS effects can be assessed and interpreted.https://www.frontiersin.org/article/10.3389/fgene.2018.00276/fullgeneticsmolecular modelingnatural variationvariant of uncertain significanceATS |
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DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Michael T. Zimmermann Michael T. Zimmermann Raul Urrutia Raul Urrutia Margot A. Cousin Gavin R. Oliver Gavin R. Oliver Eric W. Klee Eric W. Klee |
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Michael T. Zimmermann Michael T. Zimmermann Raul Urrutia Raul Urrutia Margot A. Cousin Gavin R. Oliver Gavin R. Oliver Eric W. Klee Eric W. Klee Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties Frontiers in Genetics genetics molecular modeling natural variation variant of uncertain significance ATS |
author_facet |
Michael T. Zimmermann Michael T. Zimmermann Raul Urrutia Raul Urrutia Margot A. Cousin Gavin R. Oliver Gavin R. Oliver Eric W. Klee Eric W. Klee |
author_sort |
Michael T. Zimmermann |
title |
Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties |
title_short |
Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties |
title_full |
Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties |
title_fullStr |
Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties |
title_full_unstemmed |
Assessing Human Genetic Variations in Glucose Transporter SLC2A10 and Their Role in Altering Structural and Functional Properties |
title_sort |
assessing human genetic variations in glucose transporter slc2a10 and their role in altering structural and functional properties |
publisher |
Frontiers Media S.A. |
series |
Frontiers in Genetics |
issn |
1664-8021 |
publishDate |
2018-07-01 |
description |
Purpose: Demand is increasing for clinical genomic sequencing to provide diagnoses for patients presenting phenotypes indicative of genetic diseases, but for whom routine genetic testing failed to yield a diagnosis. DNA-based testing using high-throughput technologies often identifies variants with insufficient evidence to determine whether they are disease-causal or benign, leading to categorization as variants of uncertain significance (VUS).Methods: We used molecular modeling and simulation to generate specific hypotheses for the molecular effects of variants in the human glucose transporter, GLUT10 (SLC2A10). Similar to many disease-relevant membrane proteins, no experimentally derived 3D structure exists. An atomic model was generated and used to evaluate multiple variants, including pathogenic, benign, and VUS.Results: These analyses yielded detailed mechanistic data, not currently predictable from sequence, including altered protein stability, charge distribution of ligand binding surfaces, and shifts toward or away from transport-competent conformations. Consideration of the two major conformations of GLUT10 was important as variants have conformation-specific effects. We generated detailed molecular hypotheses for the functional impact of variants in GLUT10 and propose means to determine their pathogenicity.Conclusion: The type of workflow we present here is valuable for increasing the throughput and resolution with which VUS effects can be assessed and interpreted. |
topic |
genetics molecular modeling natural variation variant of uncertain significance ATS |
url |
https://www.frontiersin.org/article/10.3389/fgene.2018.00276/full |
work_keys_str_mv |
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