Title | Sugar-sweetened beverage intake associations with fasting glucose and insulin concentrations are not modified by selected genetic variants in a ChREBP-FGF21 pathway: a meta-analysis. |
Publication Type | Journal Article |
Year of Publication | 2018 |
Authors | McKeown NM, Dashti HS, Ma J, Haslam DE, de Jong JCKiefte-, Smith CE, Tanaka T, Graff M, Lemaitre RN, Rybin D, Sonestedt E, Frazier-Wood AC, Mook-Kanamori DO, Li Y, Wang CA, Leermakers ETM, Mikkilä V, Young KL, Mukamal KJ, L Cupples A, Schulz C-A, Chen T-A, Li-Gao R, Huang T, Oddy WH, Raitakari O, Rice K, Meigs JB, Ericson U, Steffen LM, Rosendaal FR, Hofman A, Kähönen M, Psaty BM, Brunkwall L, Uitterlinden AG, Viikari J, Siscovick DS, Seppälä I, North KE, Mozaffarian D, Dupuis J, Orho-Melander M, Rich SS, de Mutsert R, Qi L, Pennell CE, Franco OH, Lehtimäki T |
Secondary Authors | Herman MA |
Journal | Diabetologia |
Volume | 61 |
Issue | 2 |
Pagination | 317-330 |
Date Published | 2018 02 |
ISSN | 1432-0428 |
Keywords | Basic Helix-Loop-Helix Leucine Zipper Transcription Factors, Beverages, Blood Glucose, Fasting, Female, Fibroblast Growth Factors, Humans, Insulin, Male, Sweetening Agents |
Abstract | AIMS/HYPOTHESIS: Sugar-sweetened beverages (SSBs) are a major dietary contributor to fructose intake. A molecular pathway involving the carbohydrate responsive element-binding protein (ChREBP) and the metabolic hormone fibroblast growth factor 21 (FGF21) may influence sugar metabolism and, thereby, contribute to fructose-induced metabolic disease. We hypothesise that common variants in 11 genes involved in fructose metabolism and the ChREBP-FGF21 pathway may interact with SSB intake to exacerbate positive associations between higher SSB intake and glycaemic traits. METHODS: Data from 11 cohorts (six discovery and five replication) in the CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology) Consortium provided association and interaction results from 34,748 adults of European descent. SSB intake (soft drinks, fruit punches, lemonades or other fruit drinks) was derived from food-frequency questionnaires and food diaries. In fixed-effects meta-analyses, we quantified: (1) the associations between SSBs and glycaemic traits (fasting glucose and fasting insulin); and (2) the interactions between SSBs and 18 independent SNPs related to the ChREBP-FGF21 pathway. RESULTS: In our combined meta-analyses of discovery and replication cohorts, after adjustment for age, sex, energy intake, BMI and other dietary covariates, each additional serving of SSB intake was associated with higher fasting glucose (β ± SE 0.014 ± 0.004 [mmol/l], p = 1.5 × 10) and higher fasting insulin (0.030 ± 0.005 [log pmol/l], p = 2.0 × 10). No significant interactions on glycaemic traits were observed between SSB intake and selected SNPs. While a suggestive interaction was observed in the discovery cohorts with a SNP (rs1542423) in the β-Klotho (KLB) locus on fasting insulin (0.030 ± 0.011 log pmol/l, uncorrected p = 0.006), results in the replication cohorts and combined meta-analyses were non-significant. CONCLUSIONS/INTERPRETATION: In this large meta-analysis, we observed that SSB intake was associated with higher fasting glucose and insulin. Although a suggestive interaction with a genetic variant in the ChREBP-FGF21 pathway was observed in the discovery cohorts, this observation was not confirmed in the replication analysis. TRIAL REGISTRATION: Trials related to this study were registered at clinicaltrials.gov as NCT00005131 (Atherosclerosis Risk in Communities), NCT00005133 (Cardiovascular Health Study), NCT00005121 (Framingham Offspring Study), NCT00005487 (Multi-Ethnic Study of Atherosclerosis) and NCT00005152 (Nurses' Health Study). |
DOI | 10.1007/s00125-017-4475-0 |
Alternate Journal | Diabetologia |
PubMed ID | 29098321 |
PubMed Central ID | PMC5826559 |
Grant List | DK58845 / DK / NIDDK NIH HHS / United States 129378 / / Suomen Akatemia / International DK46200 / / Boston Obesity Nutrition Research Center / International R01DK078616 / DK / NIDDK NIH HHS / United States U01HL080295 / HL / NHLBI NIH HHS / United States HHSN268201100007C / HL / NHLBI NIH HHS / United States UL1RR025005 / NH / NIH HHS / United States N01-HC-95163 / / SNP Health Association Resources (SHARe) / International HL071981 / HL / NHLBI NIH HHS / United States N01-HC-95166 / / SNP Health Association Resources (SHARe) / International 124282 / / Suomen Akatemia / International N01HC85081 / HL / NHLBI NIH HHS / United States N01HC85083 / HL / NHLBI NIH HHS / United States X51001 / / Kuopio, Tampere and Turku University Hospital Medical Funds / International R01HL071251 / HL / NHLBI NIH HHS / United States 134309 / / Suomen Akatemia / International R01HL120393 / HL / NHLBI NIH HHS / United States R01 DK100425 / DK / NIDDK NIH HHS / United States U01 HL130114 / HL / NHLBI NIH HHS / United States HHSN268201100006C / HL / NHLBI NIH HHS / United States DK063491 / DK / NIDDK NIH HHS / United States 2011036 / / United States-Israel Binational Science Foundation / International UM1 CA186107 / NH / NIH HHS / United States N01-HC-95164 / / SNP Health Association Resources (SHARe) / International R01HL071051 / HL / NHLBI NIH HHS / United States R01HL59367 / HL / NHLBI NIH HHS / United States KL2TR001109 / NH / NIH HHS / United States KL2 TR001109 / TR / NCATS NIH HHS / United States 916.14.023 / / Dutch Science Organization / International 003209 / / National Health and Medical Research Council Of Australia / International N01HC55222 / HL / NHLBI NIH HHS / United States N01-HC-95160 / / SNP Health Association Resources (SHARe) / International N01HC85082 / HL / NHLBI NIH HHS / United States N01-HC-95165 / / SNP Health Association Resources (SHARe) / International HL105756 / HL / NHLBI NIH HHS / United States DK091718 / DK / NIDDK NIH HHS / United States HHSN268201100008C / HL / NHLBI NIH HHS / United States U01HG004402 / HG / NHGRI NIH HHS / United States N02-HL-6-4278 / HL / NHLBI NIH HHS / United States R01HL071250 / HL / NHLBI NIH HHS / United States N01-HC-95159 / / SNP Health Association Resources (SHARe) / International R01 HL105756 / HL / NHLBI NIH HHS / United States HL126024 / HL / NHLBI NIH HHS / United States HL034594 / HL / NHLBI NIH HHS / United States 0730094N / / American Heart Association / International R01 CA49449 / NH / NIH HHS / United States P30 DK063491 / DK / NIDDK NIH HHS / United States N01-HC-95169 / / SNP Health Association Resources (SHARe) / International R01-DK100425 / NH / NIH HHS / United States N02HL64278 / HL / NHLBI NIH HHS / United States P30 DK057521 / / Boston Area Diabetes, Endocrinology Research Center Feasibility Program / International UL1TR000124 / TR / NCATS NIH HHS / United States N01-HC-95161 / / SNP Health Association Resources (SHARe) / International N01-HC-95168 / / SNP Health Association Resources (SHARe) / International R01HL071259 / HL / NHLBI NIH HHS / United States HHSN268201200036C / HL / NHLBI NIH HHS / United States HHSN268201100009C / HL / NHLBI NIH HHS / United States 286284 / / Suomen Akatemia / International 121584 / / Suomen Akatemia / International RR-024156 / HL / NHLBI NIH HHS / United States K24 DK080140 / DK / NIDDK NIH HHS / United States R01HL087641 / HL / NHLBI NIH HHS / United States R01HL105756 / HL / NHLBI NIH HHS / United States 126925 / / Suomen Akatemia / International HHSN268200800007C / HL / NHLBI NIH HHS / United States 5K01DK082729-04 / DK / NIDDK NIH HHS / United States R01HL130114 / HL / NHLBI NIH HHS / United States R01HL087652 / HL / NHLBI NIH HHS / United States R01HL071258 / HL / NHLBI NIH HHS / United States MOP-82893 / / CIHR / Canada U01 DK078616 / DK / NIDDK NIH HHS / United States R01AG023629 / AG / NIA NIH HHS / United States P30 DK057521 / DK / NIDDK NIH HHS / United States HHSN268201100010C / HL / NHLBI NIH HHS / United States R01HL103612 / HL / NHLBI NIH HHS / United States HHSN268201100012C / HL / NHLBI NIH HHS / United States 41071 / / Suomen Akatemia / International N01-HC-95162 / / SNP Health Association Resources (SHARe) / International R01HL071205 / HL / NHLBI NIH HHS / United States 403981 / / National Health and Medical Research Council Of Australia / International 117787 / / Suomen Akatemia / International U01DK078616 / NH / NIH HHS / United States N01HC85080 / HL / NHLBI NIH HHS / United States N01HC25195 / HL / NHLBI NIH HHS / United States N01-HC-95167 / / SNP Health Association Resources (SHARe) / International DK100383 / DK / NIDDK NIH HHS / United States HHSN268201100011C / HL / NHLBI NIH HHS / United States K24DK080140 / NH / NIH HHS / United States HHSN268201100005C / HL / NHLBI NIH HHS / United States K08 HL112845 / HL / NHLBI NIH HHS / United States K08 HL112845 / NH / NIH HHS / United States N01HC85086 / HL / NHLBI NIH HHS / United States N01HC85079 / HL / NHLBI NIH HHS / United States R01HL086694 / HL / NHLBI NIH HHS / United States R01HL071252 / HL / NHLBI NIH HHS / United States 58-1950-0-014 / / USDA Agriculture Research Service / International |