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Weng YH, Zheng YF, Yin DD, Xiong QF, Li JL, Li SX, Chen W, Yang YF. Clinical, genetic and functional perspectives on ATP-binding cassette subfamily B member 4 variants in five cholestasis adults. World J Gastroenterol 2025; 31:104975. [PMID: 40248383 PMCID: PMC12001199 DOI: 10.3748/wjg.v31.i14.104975] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2025] [Revised: 02/26/2025] [Accepted: 03/21/2025] [Indexed: 04/11/2025] Open
Abstract
BACKGROUND ATP-binding cassette subfamily B member 4 (ABCB4) deficiency is associated with cholestatic liver disease primarily because of missense mutations, and many variants remain unidentified. Here, we validate the pathogenicity and mechanism of ABCB4 variants in clinical and in vitro trials, hypothesizing that these variants are responsible for impaired biliary function and contribute to the development of cholestatic liver diseases. AIM To clarify the functional features and pathogenicity of ABCB4 variants. METHODS Clinical data were collected from five patients with cholestatic liver disease that was initially not detected by routine examinations. Later, whole-exome sequencing confirmed ABCB4 variants and the patients were treated from January 2017 to December 2023. Pathogenic mechanisms were analyzed using bioinformatics tools, and a cell model in vitro was established to investigate ABCB4 mRNA expression, multidrug resistance protein 3 (MDR3) expression, cellular localization, and phosphatidylcholine secretion. Results were compared using Student's t-tests. RESULTS Five missense variants (c.1757T>A, c.1865G>A, c.2362C>T, c.2777C>T and c.3250C>T), one intron variant (c.537-32G>T), and one synonymous (c.C504T) variant were identified. Three of the five patients had various degrees of cholestasis, two presented with liver cirrhosis, and all had elevated gamma-glutamyl transferase. Three of the four patients who underwent a liver biopsy had bile duct dilation, and one had gallstones. Two of the four patients had normal and reduced MDR3 immunohistochemical levels. Bioinformatic analysis indicated that these variants were likely pathogenic except c.C504T variant. None of the missense variants influenced subcellular MDR3 Localization in vitro. However, the c.1865G>A variant significantly decreased ABCB4 mRNA values, and all missense variants down-regulated phosphatidylcholine secretion. CONCLUSION This study uncovered new ABCB4 variants and emphasized the pathogenic potential of specific variants. The findings from five patients provided insight into the pathogenic mechanisms underlying ABCB4-related diseases.
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Affiliation(s)
- Yu-Hang Weng
- Department of Hepatology, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Yu-Feng Zheng
- Department of Hepatology, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Dan-Dan Yin
- Clinical Research Center, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Qing-Fang Xiong
- Department of Hepatology, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Jin-Long Li
- Department of Medical Laboratory, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Shun-Xin Li
- Clinical Research Center, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Wei Chen
- Clinical Research Center, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
| | - Yong-Feng Yang
- Department of Hepatology, The Second Hospital of Nanjing, The Affiliated to Nanjing University of Chinese Medicine, The Affiliated to Southeast University Medical School, Nanjing 210003, Jiangsu Province, China
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Crespi V, Tóth Á, Janaszkiewicz A, Falguières T, Di Meo F. Membrane-dependent dynamics and dual translocation mechanisms of ABCB4: Insights from molecular dynamics simulations. Comput Struct Biotechnol J 2025; 27:1215-1232. [PMID: 40206349 PMCID: PMC11979951 DOI: 10.1016/j.csbj.2025.03.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Revised: 03/01/2025] [Accepted: 03/03/2025] [Indexed: 04/11/2025] Open
Abstract
ABCB4 is an ATP-binding cassette transporter expressed at the canalicular membrane of hepatocytes and responsible for translocating phosphatidylcholine into bile. Despite the recent cryo-EM structures of ABCB4, knowledge about the molecular mechanism of phosphatidylcholine transport remains fragmented. In this study, we used all-atom molecular dynamics simulations to investigate ABCB4 dynamics during its transport cycle, leveraging both symmetric and asymmetric membrane models. Our results demonstrate that membrane composition influences the local conformational dynamics of ABCB4, revealing distinct lipid-binding patterns across different conformers, particularly for cholesterol. We explored the two potential mechanisms for phosphatidylcholine translocation: the canonical ATP-driven alternating access model and the "credit-card swipe" model. Critical residues were identified for phosphatidylcholine binding and transport pathway modulation, supporting the canonical mechanism while also indicating a possible additional pathway. The conformer-specific roles of kinking in transmembrane helices (TMH4 and TMH10) were highlighted as key events in substrate translocation. Overall, ABCB4 may utilize a cooperative transport mechanism, integrating elements of both models to facilitate efficient phosphatidylcholine motion across the membrane. This study provides new insights into the relationship between membrane environment and ABCB4 function, contributing to our understanding of its role in bile physiology and susceptibility to genetic and xenobiotic influences.
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Affiliation(s)
- Veronica Crespi
- Inserm U1248 Pharmacology & Transplantation, Univ. Limoges, Limoges, France
| | - Ágota Tóth
- Inserm U1248 Pharmacology & Transplantation, Univ. Limoges, Limoges, France
- InSilibio, Limoges, France
| | - Angelika Janaszkiewicz
- Inserm U1248 Pharmacology & Transplantation, Univ. Limoges, Limoges, France
- School of Science, RMIT University, Melbourne, VIC 3001, Australia
| | - Thomas Falguières
- Inserm U1193 Physiopathogenesis and Treatment of Liver Diseases - Hepatinov, Univ. Paris, Saclay, France
| | - Florent Di Meo
- Inserm U1248 Pharmacology & Transplantation, Univ. Limoges, Limoges, France
- Inserm US042/CNRS UAR 2015 Integrative Biology Health Chemistry & Environment, Univ. Limoges, Limoges, France
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Lakli M, Onnée M, Carrez T, Becq F, Falguières T, Fanen P. ABC transporters involved in respiratory and cholestatic diseases: From rare to very rare monogenic diseases. Biochem Pharmacol 2024; 229:116468. [PMID: 39111603 DOI: 10.1016/j.bcp.2024.116468] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2024] [Revised: 07/16/2024] [Accepted: 08/03/2024] [Indexed: 08/24/2024]
Abstract
ATP-binding cassette (ABC) transporters constitute a 49-member superfamily in humans. These proteins, most of them being transmembrane, allow the active transport of an important variety of substrates across biological membranes, using ATP hydrolysis as an energy source. For an important proportion of these ABC transporters, genetic variations of the loci encoding them have been correlated with rare genetic diseases, including cystic fibrosis and interstitial lung disease (variations in CFTR/ABCC7 and ABCA3) as well as cholestatic liver diseases (variations in ABCB4 and ABCB11). In this review, we first describe these ABC transporters and how their molecular dysfunction may lead to human diseases. Then, we propose a classification of the genetic variants according to their molecular defect (expression, traffic, function and/or stability), which may be considered as a general guideline for all ABC transporters' variants. Finally, we discuss recent progress in the field of targeted pharmacotherapy, which aim to correct specific molecular defects using small molecules. In conclusion, we are opening the path to treatment repurposing for diseases involving similar deficiencies in other ABC transporters.
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Affiliation(s)
- Mounia Lakli
- Inserm, Université Paris-Saclay, Physiopathogenèse et traitement des maladies du foie, UMR_S 1193, Hepatinov, 91400 Orsay, France
| | - Marion Onnée
- Univ Paris Est Creteil, INSERM, IMRB, F-94010, Créteil, France
| | - Thomas Carrez
- Université de Poitiers, Laboratoire Physiopathologie et Régulation des Transports Ioniques, Pôle Biologie Santé, 86000 Poitiers, France; ManRos Therapeutics, Hôtel de Recherche, Centre de Perharidy, 29680, Roscoff, France
| | - Frédéric Becq
- Université de Poitiers, Laboratoire Physiopathologie et Régulation des Transports Ioniques, Pôle Biologie Santé, 86000 Poitiers, France
| | - Thomas Falguières
- Inserm, Université Paris-Saclay, Physiopathogenèse et traitement des maladies du foie, UMR_S 1193, Hepatinov, 91400 Orsay, France
| | - Pascale Fanen
- Univ Paris Est Creteil, INSERM, IMRB, F-94010, Créteil, France; AP-HP, Département de Génétique Médicale, Hôpital Henri Mondor, F-94010, Créteil, France.
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4
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Guerrero L, Carmona-Rodríguez L, Santos FM, Ciordia S, Stark L, Hierro L, Pérez-Montero P, Vicent D, Corrales FJ. Molecular basis of progressive familial intrahepatic cholestasis 3. A proteomics study. Biofactors 2024; 50:794-809. [PMID: 38284625 DOI: 10.1002/biof.2041] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 12/18/2023] [Indexed: 01/30/2024]
Abstract
Progressive familial intrahepatic cholestasis type 3 (PFIC3) is a severe rare liver disease that affects between 1/50,000 and 1/100,000 children. In physiological conditions, bile is produced by the liver and stored in the gallbladder, and then it flows to the small intestine to play its role in fat digestion. To prevent tissue damage, bile acids (BAs) are kept in phospholipid micelles. Mutations in phosphatidyl choline transporter ABCB4 (MDR3) lead to intrahepatic accumulation of free BAs that result in liver damage. PFIC3 onset usually occurs at early ages, progresses rapidly, and the prognosis is poor. Currently, besides the palliative use of ursodeoxycholate, the only available treatment for this disease is liver transplantation, which is really challenging for short-aged patients. To gain insight into the pathogenesis of PFIC3 we have performed an integrated proteomics and phosphoproteomics study in human liver samples to then validate the emerging functional hypotheses in a PFIC3 murine model. We identified 6246 protein groups, 324 proteins among them showing differential expression between control and PFIC3. The phosphoproteomic analysis allowed the identification of 5090 phosphopeptides, from which 215 corresponding to 157 protein groups, were differentially phosphorylated in PFIC3, including MDR3. Regulation of essential cellular processes and structures, such as inflammation, metabolic reprogramming, cytoskeleton and extracellular matrix remodeling, and cell proliferation, were identified as the main drivers of the disease. Our results provide a strong molecular background that significantly contributes to a better understanding of PFIC3 and provides new concepts that might prove useful in the clinical management of patients.
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Affiliation(s)
- Laura Guerrero
- Functional Proteomics Labortory, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, Spain
| | | | - Fátima Milhano Santos
- Functional Proteomics Labortory, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, Spain
| | - Sergio Ciordia
- Functional Proteomics Labortory, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, Spain
| | - Luiz Stark
- IdiPAZ, Instituto de Investigación Sanitaria [Health Research Institute] of Hospital Universitario La Paz, Madrid, Spain
| | - Loreto Hierro
- IdiPAZ, Instituto de Investigación Sanitaria [Health Research Institute] of Hospital Universitario La Paz, Madrid, Spain
| | - Pablo Pérez-Montero
- Servicio de Anatomía Patológica, Hospital Universitario La Paz, Madrid, Spain
| | - David Vicent
- IdiPAZ, Instituto de Investigación Sanitaria [Health Research Institute] of Hospital Universitario La Paz, Madrid, Spain
| | - Fernando J Corrales
- Functional Proteomics Labortory, Centro Nacional de Biotecnología (CNB-CSIC), Madrid, Spain
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5
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Herrera SA, Günther Pomorski T. Reconstitution of ATP-dependent lipid transporters: gaining insight into molecular characteristics, regulation, and mechanisms. Biosci Rep 2023; 43:BSR20221268. [PMID: 37417269 PMCID: PMC10412526 DOI: 10.1042/bsr20221268] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2023] [Revised: 06/30/2023] [Accepted: 07/06/2023] [Indexed: 07/08/2023] Open
Abstract
Lipid transporters play a crucial role in supporting essential cellular processes such as organelle assembly, vesicular trafficking, and lipid homeostasis by driving lipid transport across membranes. Cryo-electron microscopy has recently resolved the structures of several ATP-dependent lipid transporters, but functional characterization remains a major challenge. Although studies of detergent-purified proteins have advanced our understanding of these transporters, in vitro evidence for lipid transport is still limited to a few ATP-dependent lipid transporters. Reconstitution into model membranes, such as liposomes, is a suitable approach to study lipid transporters in vitro and to investigate their key molecular features. In this review, we discuss the current approaches for reconstituting ATP-driven lipid transporters into large liposomes and common techniques used to study lipid transport in proteoliposomes. We also highlight the existing knowledge on the regulatory mechanisms that modulate the activity of lipid transporters, and finally, we address the limitations of the current approaches and future perspectives in this field.
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Affiliation(s)
- Sara Abad Herrera
- Department of Molecular Biochemistry, Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Bochum, Germany
| | - Thomas Günther Pomorski
- Department of Molecular Biochemistry, Faculty of Chemistry and Biochemistry, Ruhr University Bochum, Bochum, Germany
- Department of Plant and Environmental Sciences, University of Copenhagen, Frederiksberg, Denmark
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6
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Nguyen C, Lei HT, Lai LTF, Gallenito MJ, Mu X, Matthies D, Gonen T. Lipid flipping in the omega-3 fatty-acid transporter. Nat Commun 2023; 14:2571. [PMID: 37156797 PMCID: PMC10167227 DOI: 10.1038/s41467-023-37702-7] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2022] [Accepted: 03/28/2023] [Indexed: 05/10/2023] Open
Abstract
Mfsd2a is the transporter for docosahexaenoic acid (DHA), an omega-3 fatty acid, across the blood brain barrier (BBB). Defects in Mfsd2a are linked to ailments from behavioral and motor dysfunctions to microcephaly. Mfsd2a transports long-chain unsaturated fatty-acids, including DHA and α-linolenic acid (ALA), that are attached to the zwitterionic lysophosphatidylcholine (LPC) headgroup. Even with the recently determined structures of Mfsd2a, the molecular details of how this transporter performs the energetically unfavorable task of translocating and flipping lysolipids across the lipid bilayer remains unclear. Here, we report five single-particle cryo-EM structures of Danio rerio Mfsd2a (drMfsd2a): in the inward-open conformation in the ligand-free state and displaying lipid-like densities modeled as ALA-LPC at four distinct positions. These Mfsd2a snapshots detail the flipping mechanism for lipid-LPC from outer to inner membrane leaflet and release for membrane integration on the cytoplasmic side. These results also map Mfsd2a mutants that disrupt lipid-LPC transport and are associated with disease.
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Affiliation(s)
- Chi Nguyen
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Hsiang-Ting Lei
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Janelia Research Campus, Howard Hughes Medical Institute, 19700 Helix Drive, Ashburn, VA, 20147, USA
| | - Louis Tung Faat Lai
- Unit on Structural Biology, Division of Basic and Translational Biophysics, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, 20892, USA
| | - Marc J Gallenito
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, 90095, USA
| | - Xuelang Mu
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, 90095, USA
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, 90095, USA
| | - Doreen Matthies
- Janelia Research Campus, Howard Hughes Medical Institute, 19700 Helix Drive, Ashburn, VA, 20147, USA.
- Unit on Structural Biology, Division of Basic and Translational Biophysics, Eunice Kennedy Shriver National Institute of Child Health and Human Development, National Institutes of Health, Bethesda, MD, 20892, USA.
| | - Tamir Gonen
- Howard Hughes Medical Institute, University of California Los Angeles, Los Angeles, CA, 90095, USA.
- Department of Biological Chemistry, University of California Los Angeles, Los Angeles, CA, 90095, USA.
- Molecular Biology Institute, University of California, Los Angeles, Los Angeles, CA, 90095, USA.
- Departments of Physiology, University of California Los Angeles, Los Angeles, CA, 90095, USA.
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7
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Feng S, Park S, Choi YK, Im W. CHARMM-GUI Membrane Builder: Past, Current, and Future Developments and Applications. J Chem Theory Comput 2023; 19:2161-2185. [PMID: 37014931 PMCID: PMC10174225 DOI: 10.1021/acs.jctc.2c01246] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2022] [Indexed: 04/06/2023]
Abstract
Molecular dynamics simulations of membranes and membrane proteins serve as computational microscopes, revealing coordinated events at the membrane interface. As G protein-coupled receptors, ion channels, transporters, and membrane-bound enzymes are important drug targets, understanding their drug binding and action mechanisms in a realistic membrane becomes critical. Advances in materials science and physical chemistry further demand an atomistic understanding of lipid domains and interactions between materials and membranes. Despite a wide range of membrane simulation studies, generating a complex membrane assembly remains challenging. Here, we review the capability of CHARMM-GUI Membrane Builder in the context of emerging research demands, as well as the application examples from the CHARMM-GUI user community, including membrane biophysics, membrane protein drug-binding and dynamics, protein-lipid interactions, and nano-bio interface. We also provide our perspective on future Membrane Builder development.
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Affiliation(s)
- Shasha Feng
- Departments of Biological
Sciences and Chemistry, Lehigh University, Bethlehem, Pennsylvania 18015, United States
| | - Soohyung Park
- Departments of Biological
Sciences and Chemistry, Lehigh University, Bethlehem, Pennsylvania 18015, United States
| | - Yeol Kyo Choi
- Departments of Biological
Sciences and Chemistry, Lehigh University, Bethlehem, Pennsylvania 18015, United States
| | - Wonpil Im
- Departments of Biological
Sciences and Chemistry, Lehigh University, Bethlehem, Pennsylvania 18015, United States
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Behrendt A, Golchin P, König F, Mulnaes D, Stalke A, Dröge C, Keitel V, Gohlke H. Vasor: Accurate prediction of variant effects for amino acid substitutions in multidrug resistance protein 3. Hepatol Commun 2022; 6:3098-3111. [PMID: 36111625 PMCID: PMC9592774 DOI: 10.1002/hep4.2088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2022] [Revised: 07/26/2022] [Accepted: 08/16/2022] [Indexed: 12/14/2022] Open
Abstract
The phosphatidylcholine floppase multidrug resistance protein 3 (MDR3) is an essential hepatobiliary transport protein. MDR3 dysfunction is associated with various liver diseases, ranging from severe progressive familial intrahepatic cholestasis to transient forms of intrahepatic cholestasis of pregnancy and familial gallstone disease. Single amino acid substitutions are often found as causative of dysfunction, but identifying the substitution effect in in vitro studies is time and cost intensive. We developed variant assessor of MDR3 (Vasor), a machine learning-based model to classify novel MDR3 missense variants into the categories benign or pathogenic. Vasor was trained on the largest data set to date that is specific for benign and pathogenic variants of MDR3 and uses general predictors, namely Evolutionary Models of Variant Effects (EVE), EVmutation, PolyPhen-2, I-Mutant2.0, MUpro, MAESTRO, and PON-P2 along with other variant properties, such as half-sphere exposure and posttranslational modification site, as input. Vasor consistently outperformed the integrated general predictors and the external prediction tool MutPred2, leading to the current best prediction performance for MDR3 single-site missense variants (on an external test set: F1-score, 0.90; Matthew's correlation coefficient, 0.80). Furthermore, Vasor predictions cover the entire sequence space of MDR3. Vasor is accessible as a webserver at https://cpclab.uni-duesseldorf.de/mdr3_predictor/ for users to rapidly obtain prediction results and a visualization of the substitution site within the MDR3 structure. The MDR3-specific prediction tool Vasor can provide reliable predictions of single-site amino acid substitutions, giving users a fast way to initially assess whether a variant is benign or pathogenic.
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Affiliation(s)
- Annika Behrendt
- Institute for Pharmaceutical and Medicinal ChemistryHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Pegah Golchin
- Department of Electrical Engineering and Information TechnologyTechnische Universität DarmstadtDarmstadtGermany
| | - Filip König
- Institute for Pharmaceutical and Medicinal ChemistryHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Daniel Mulnaes
- Institute for Pharmaceutical and Medicinal ChemistryHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Amelie Stalke
- Department of Human GeneticsHannover Medical SchoolHannoverGermany
- Division of Kidney, Department of Pediatric Gastroenterology and Hepatology, Liver, and Metabolic DiseasesHannover Medical SchoolHannoverGermany
| | - Carola Dröge
- Department for Gastroenterology, Hepatology, and Infectious Diseases, Medical FacultyOtto von Guericke UniversityMagdeburgGermany
- Department for Gastroenterology, Hepatology, and Infectious DiseasesUniversity Hospital, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Verena Keitel
- Department for Gastroenterology, Hepatology, and Infectious Diseases, Medical FacultyOtto von Guericke UniversityMagdeburgGermany
- Department for Gastroenterology, Hepatology, and Infectious DiseasesUniversity Hospital, Medical FacultyHeinrich Heine University DüsseldorfDüsseldorfGermany
| | - Holger Gohlke
- Institute for Pharmaceutical and Medicinal ChemistryHeinrich Heine University DüsseldorfDüsseldorfGermany
- John‐von‐Neumann‐Institute for Computing, Jülich Supercomputing Center, Institute of Biological Information Processing (IBI‐7: Structural Biochemistry), and Institute of Bio‐ and Geosciences (IBG‐4: Bioinformatics)Forschungszentrum Jülich GmbHJülichGermany
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Tordai H, Suhajda E, Sillitoe I, Nair S, Varadi M, Hegedus T. Comprehensive Collection and Prediction of ABC Transmembrane Protein Structures in the AI Era of Structural Biology. Int J Mol Sci 2022; 23:8877. [PMID: 36012140 PMCID: PMC9408558 DOI: 10.3390/ijms23168877] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2022] [Revised: 08/05/2022] [Accepted: 08/07/2022] [Indexed: 02/06/2023] Open
Abstract
The number of unique transmembrane (TM) protein structures doubled in the last four years, which can be attributed to the revolution of cryo-electron microscopy. In addition, AlphaFold2 (AF2) also provided a large number of predicted structures with high quality. However, if a specific protein family is the subject of a study, collecting the structures of the family members is highly challenging in spite of existing general and protein domain-specific databases. Here, we demonstrate this and assess the applicability and usability of automatic collection and presentation of protein structures via the ABC protein superfamily. Our pipeline identifies and classifies transmembrane ABC protein structures using the PFAM search and also aims to determine their conformational states based on special geometric measures, conftors. Since the AlphaFold database contains structure predictions only for single polypeptide chains, we performed AF2-Multimer predictions for human ABC half transporters functioning as dimers. Our AF2 predictions warn of possibly ambiguous interpretation of some biochemical data regarding interaction partners and call for further experiments and experimental structure determination. We made our predicted ABC protein structures available through a web application, and we joined the 3D-Beacons Network to reach the broader scientific community through platforms such as PDBe-KB.
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Affiliation(s)
- Hedvig Tordai
- Department of Biophysics and Radiation Biology, Semmelweis University, 1085 Budapest, Hungary
| | - Erzsebet Suhajda
- Department of Biophysics and Radiation Biology, Semmelweis University, 1085 Budapest, Hungary
- Faculty of Electrical Engineering and Informatics, Budapest University of Technology and Economics, 1111 Budapest, Hungary
- Wigner Research Centre for Physics, 1121 Budapest, Hungary
| | - Ian Sillitoe
- Department of Structural and Molecular Biology, University College London, London WC1E 6BT, UK
| | - Sreenath Nair
- European Bioinformatics Institute, European Molecular Biology Laboratory, Hinxton CB10 1SD, UK
| | - Mihaly Varadi
- European Bioinformatics Institute, European Molecular Biology Laboratory, Hinxton CB10 1SD, UK
| | - Tamas Hegedus
- Department of Biophysics and Radiation Biology, Semmelweis University, 1085 Budapest, Hungary
- ELKH-SE Biophysical Virology Research Group, Eötvös Loránd Research Network, 1052 Budapest, Hungary
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