Defining the genetic contribution of rare variants to common diseases is a major basic and clinical science challenge that could offer new insights into disease etiology and provide potential for directed gene- and pathway-based prevention and treatment. Common and rare nonsynonymous variants in the GCKR gene are associated with alterations in metabolic traits, most notably serum triglyceride levels. GCKR encodes glucokinase regulatory protein (GKRP), a predominantly nuclear protein that inhibits hepatic glucokinase (GCK) and plays a critical role in glucose homeostasis. The mode of action of rare GCKR variants remains unexplored. We identified 19 nonsynonymous GCKR variants among 800 individuals from the ClinSeq medical sequencing project. Excluding the previously described common missense variant p.Pro446Leu, all variants were rare in the cohort. Accordingly, we functionally characterized all variants to evaluate their potential phenotypic effects. Defects were observed for the majority of the rare variants after assessment of cellular localization, ability to interact with GCK, and kinetic activity of the encoded proteins. Comparing the individuals with functional rare variants to those without such variants showed associations with lipid phenotypes. Our findings suggest that, while nonsynonymous GCKR variants, excluding p.Pro446Leu, are rare in individuals of mixed European descent, the majority do affect protein function. In sum, this study utilizes computational, cell biological, and biochemical methods to present a model for interpreting the clinical significance of rare genetic variants in common disease.
Matthew G. Rees, David Ng, Sarah Ruppert, Clesson Turner, Nicola L. Beer, Amy J. Swift, Mario A. Morken, Jennifer E. Below, Ilana Blech, James C. Mullikin, Mark I. McCarthy, Leslie G. Biesecker, Anna L. Gloyn, Francis S. Collins
Title and authors | Publication | Year |
---|---|---|
Genomics and multiomics in the age of precision medicine.
Mani S, Lalani SR, Pammi M |
Pediatric research | 2025 |
Current Insight on the Role of Glucokinase and Glucokinase Regulatory Protein in Diabetes.
Paliwal A, Paliwal V, Jain S, Paliwal S, Sharma S |
Mini reviews in medicinal chemistry | 2024 |
Genotype first: Clinical genomics research through a reverse phenotyping approach
Wilczewski CM, Obasohan J, Paschall JE, Zhang S, Singh S, Maxwell GL, Similuk M, Wolfsberg TG, Turner C, Biesecker LG, Katz AE |
The American Journal of Human Genetics | 2023 |
Frequencies of variants in genes associated with dyslipidemias identified in Costa Rican genomes
Valverde-Hernández JC, Flores-Cruz A, Chavarría-Soley G, Silva de la Fuente S, Campos-Sánchez R |
Frontiers in Genetics | 2023 |
Glucokinase regulatory protein: a balancing act between glucose and lipid metabolism in NAFLD
Zhang Z, Ji G, Li M |
Frontiers in Endocrinology | 2023 |
Pleiotropic Effects of Common and Rare GCKR Exonic Mutations on Cardiometabolic Traits
Yeh KH, Hsu LA, Teng MS, Wu S, Chou HH, Ko YL |
Genes & development | 2022 |
Case report: Genomic screening for inherited cardiac conditions in Ecuadorian mestizo relatives: Improving familial diagnose
Cadena-Ullauri S, Guevara-Ramirez P, Ruiz-Pozo V, Tamayo-Trujillo R, Paz-Cruz E, Sánchez Insuasty T, Doménech N, Ibarra-Rodríguez AA, Zambrano AK |
Frontiers in Cardiovascular Medicine | 2022 |
A case of NASH with genetic predisposition successfully treated with an SGLT2 inhibitor: a possible involvement of mitochondrial dysfunction
Nakajima R, Sekiya M, Furuta Y, Miyamoto T, Sato M, Fukuda K, Hattori K, Suehara Y, Sakata-Yanagimoto M, Chiba S, Okajima Y, Matsuzaka T, Takase S, Takanashi M, Okazaki H, Takashima Y, Yuhara M, Mitani Y, Matsumoto N, Murayama Y, Ohyama Osawa M, Ohuchi N, Yamazaki D, Mori S, Sugano Y, Osaki Y, Iwasaki H, Suzuki H, Shimano H |
Endocrinology, diabetes & metabolism case reports | 2022 |
Mendelian pathway analysis of laboratory traits reveals distinct roles for ciliary subcompartments in common disease pathogenesis
TG Drivas, A Lucas, X Zhang, MD Ritchie |
The American Journal of Human Genetics | 2021 |
Association of type 2 diabetes susceptible genes GCKR, SLC30A8, and FTO polymorphisms with gestational diabetes mellitus risk: a meta-analysis
Z Lin, Y Wang, B Zhang, Z Jin |
Endocrine | 2018 |
Human genetics as a model for target validation: finding new therapies for diabetes
SK Thomsen, AL Gloyn |
Diabetologia | 2017 |
Evidence-based tailoring of bioinformatics approaches to optimize methods that predict the effects of nonsynonymous amino acid substitutions in glucokinase
D Šimčíková, L Kocková, K Vackářová, M Těšínský, P Heneberg |
Scientific Reports | 2017 |
Differential analysis of mutations in the Jewish population and their implications for diseases
Y Einhorn, D Weissglas-Volkov, S Carmi, H Ostrer, E Friedman, N Shomron |
Genetics Research | 2017 |
Clinical Sequencing Exploratory Research Consortium: Accelerating Evidence-Based Practice of Genomic Medicine
RC Green, KA Goddard, GP Jarvik, LM Amendola, PS Appelbaum, JS Berg, BA Bernhardt, LG Biesecker, S Biswas, CL Blout, KM Bowling, KB Brothers, W Burke, CF Caga-anan, AM Chinnaiyan, WK Chung, EW Clayton, GM Cooper, K East, JP Evans, SM Fullerton, LA Garraway, JR Garrett, SW Gray, GE Henderson, LA Hindorff, IA Holm, MH Lewis, CM Hutter, PA Janne, S Joffe, D Kaufman, BM Knoppers, BA Koenig, ID Krantz, TA Manolio, L McCullough, J McEwen, A McGuire, D Muzny, RM Myers, DA Nickerson, J Ou, DW Parsons, GM Petersen, SE Plon, HL Rehm, JS Roberts, D Robinson, JS Salama, S Scollon, RR Sharp, B Shirts, NB Spinner, HK Tabor, P Tarczy-Hornoch, DL Veenstra, N Wagle, K Weck, BS Wilfond, K Wilhelmsen, SM Wolf, J Wynn, JH Yu |
The American Journal of Human Genetics | 2016 |
Perspectives in Polycystic Ovary Syndrome: From Hair to Eternity
A Dunaif |
The Journal of clinical endocrinology and metabolism | 2016 |
Type 1 Hyperlipoproteinemia Due to Compound Heterozygous Rare Variants in GCKR
S Shetty, C Xing, A Garg |
The Journal of clinical endocrinology and metabolism | 2016 |
Identification and Functional Characterization of G6PC2 Coding Variants Influencing Glycemic Traits Define an Effector Transcript at the G6PC2-ABCB11 Locus
A Mahajan, X Sim, HJ Ng, A Manning, MA Rivas, HM Highland, AE Locke, N Grarup, HK Im, P Cingolani, J Flannick, P Fontanillas, C Fuchsberger, KJ Gaulton, TM Teslovich, NW Rayner, NR Robertson, NL Beer, JK Rundle, J Bork-Jensen, C Ladenvall, C Blancher, D Buck, G Buck, NP Burtt, S Gabriel, AP Gjesing, CJ Groves, M Hollensted, JR Huyghe, AU Jackson, G Jun, JM Justesen, M Mangino, J Murphy, M Neville, R Onofrio, KS Small, HM Stringham, AC Syvänen, J Trakalo, G Abecasis, GI Bell, J Blangero, NJ Cox, R Duggirala, CL Hanis, M Seielstad, JG Wilson, C Christensen, I Brandslund, R Rauramaa, GL Surdulescu, AS Doney, L Lannfelt, A Linneberg, B Isomaa, T Tuomi, ME Jørgensen, T Jørgensen, J Kuusisto, M Uusitupa, V Salomaa, TD Spector, AD Morris, CN Palmer, FS Collins, KL Mohlke, RN Bergman, E Ingelsson, L Lind, J Tuomilehto, T Hansen, RM Watanabe, I Prokopenko, J Dupuis, F Karpe, L Groop, M Laakso, O Pedersen, JC Florez, AP Morris, D Altshuler, JB Meigs, M Boehnke, MI McCarthy, CM Lindgren, AL Gloyn, MD Tobin |
PLoS genetics | 2015 |
Acetylation of glucokinase regulatory protein decreases glucose metabolism by suppressing glucokinase activity
JM Park, TH Kim, SH Jo, MY Kim, YH Ahn |
Scientific Reports | 2015 |
Glucokinase regulatory protein: complexity at the crossroads of triglyceride and glucose metabolism
A Raimondo, MG Rees, AL Gloyn |
Current Opinion in Lipidology | 2015 |
Role of Glucokinase in the Subcellular Localization of Glucokinase Regulatory Protein
L Jin, T Guo, Z Li, Z Lei, H Li, Y Mao, X Wang, N Zhou, Y Zhang, R Hu, X Zhang, G Niu, D Irwin, H Tan |
International journal of molecular sciences | 2015 |
Inheritance of rare functional GCKR variants and their contribution to triglyceride levels in families
MG Rees, A Raimondo, J Wang, MR Ban, MI Davis, A Barrett, J Ranft, D Jagdhuhn, R Waterstradt, S Baltrusch, A Simeonov, FS Collins, RA Hegele, AL Gloyn |
Human Molecular Genetics | 2014 |
Analysis of the co-operative interaction between the allosterically regulated proteins GK and GKRP using tryptophan fluorescence
B Zelent, A Raimondo, A Barrett, CW Buettger, P Chen, AL Gloyn, FM Matschinsky |
Biochemical Journal | 2014 |
A panel of diverse assays to interrogate the interaction between glucokinase and glucokinase regulatory protein, two vital proteins in human disease
MG Rees, MI Davis, M Shen, S Titus, A Raimondo, A Barrett, AL Gloyn, FS Collins, A Simeonov |
PloS one | 2014 |
Bridging the Gap Between Genetic Associations and Molecular Mechanisms for Type 2 Diabetes
HJ Ng, AL Gloyn |
Current Diabetes Reports | 2013 |
Structural Basis for Regulation of Human Glucokinase by Glucokinase Regulatory Protein
T Beck, BG Miller |
Biochemistry | 2013 |
Maternal Genotype and Gestational Diabetes
A Stuebe, A Wise, T Nguyen, A Herring, K North, A Siega-Riz |
American journal of perinatology | 2013 |
Genetics of glucose homeostasis: implications for insulin resistance and metabolic syndrome
JM Norris, SS Rich |
Arteriosclerosis, thrombosis, and vascular biology | 2012 |
What Will Diabetes Genomes Tell Us?
KL Mohlke, LJ Scott |
Current Diabetes Reports | 2012 |