Effect of Carbohydrate-Restricted Dietary Pattern on Insulin Treatment Rate, Lipid Metabolism and Nutritional Status in Pregnant Women with Gestational Diabetes in Beijing, China
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Design
2.2. Intervention
2.3. Self-Monitoring of Blood Glucose (SMBG)
2.4. Laboratory Examination
2.5. Study Outcomes
2.6. Sample Size Estimate
2.7. Statistical Analysis
3. Results
3.1. Participants
3.2. Differences in Insulin Treatment Rate and Risk Factors of Insulin Use
3.3. Effect of CRD Pattern on Lipid Metabolism
3.4. Nutrition Status
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Zhu, Y.; Zhang, C. Prevalence of Gestational Diabetes and Risk of Progression to Type 2 Diabetes: A Global Perspective. Curr. Diabetes Rep. 2016, 16, 1–11. [Google Scholar] [CrossRef] [PubMed]
- Srichumchit, S.; Luewan, S.; Tongsong, T. Outcomes of pregnancy with gestational diabetes mellitus. Int. J. Gynecol. Obstet. 2015, 131, 251–254. [Google Scholar] [CrossRef]
- American Diabetes Association. 14. Diabetes Care in the Hospital: Standards of Medical Care in Diabetes-2018. Diabetes Care 2018, 41 (Suppl. S1), S144–S151. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- King, G.L. The Role of Inflammatory Cytokines in Diabetes and Its Complications. J. Periodontol. 2008, 79, 1527–1534. [Google Scholar] [CrossRef]
- Salmi, A.A.; Zaki, M.N.; Zakaria; Aliza, G.N.; Rasool, H.A. Arterial stiffness, inflammatory and pro-atherogenic markers in gestational diabetes mellitus. Vasa 2012, 41, 96–104. [Google Scholar] [CrossRef] [PubMed]
- López-Tinoco, C.; Roca, M.; Fernández-Deudero, A.; García-Valero, A.; Bugatto, F.; Aguilar-Diosdado, M.; Bartha, J. Cytokine profile, metabolic syndrome and cardiovascular disease risk in women with late-onset gestational diabetes mellitus. Cytokine 2012, 58, 14–19. [Google Scholar] [CrossRef]
- Jia, W.; Weng, J.; Zhu, D.; Ji, L.; Lu, J.; Zhou, Z.; Zou, D.; Guo, L.; Ji, Q.; Chen, L.; et al. Standards of medical care for type 2 diabetes in China 2019. Diabetes/Metabolism Res. Rev. 2019, 35, e3158. [Google Scholar] [CrossRef] [Green Version]
- Yan, J.; Yang, H. Gestational diabetes mellitus, programing and epigenetics. J. Matern. Neonatal Med. 2013, 27, 1266–1269. [Google Scholar] [CrossRef]
- Standards of medical care in diabetes—2015: Summary of revisions. Diabetes Care 2015, 38, S4. [CrossRef] [Green Version]
- Moreno-Castilla, C.; Mauricio, D.; Hernandez, M. Role of Medical Nutrition Therapy in the Management of Gestational Diabetes Mellitus. Curr. Diabetes Rep. 2016, 16, 22. [Google Scholar] [CrossRef]
- Dolatkhah, N.; Hajifaraji, M.; Shakouri, S.K. Nutrition Therapy in Managing Pregnant Women with Gestational Diabetes Mellitus: A Literature Review. J. Fam. Reprod. Heal. 2018, 12, 57–72. [Google Scholar]
- ACOG Practice Bulletin No. 190: Gestational Diabetes Mellitus. Obstet. Gynecol. 2018, 131, e49–e64. [CrossRef]
- Feinman, R.D.; Pogozelski, W.K.; Astrup, A.; Bernstein, R.K.; Fine, E.J.; Westman, E.C.; Accurso, A.; Frassetto, L.; Gower, B.A.; McFarlane, S.I.; et al. Dietary carbohydrate restriction as the first approach in diabetes management: Critical review and evidence base. Nutrition 2015, 31, 1–13. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Obstetrics Subgroup, Chinese Society of Obstetrics and Gynecology, Chinese Medical Association; Group of Pregnancy with Diabetes Mellitus, Chinese Society of Perinatal Medicine, Chinese Medical Association; Obstetrics Subgroup Chinese Society of Obstetrics and Gynecology Chinese Medical Association; Group of Pregnancy with Diabetes Mellitus Chinese Society of Perinatal Medicine Chinese Medical Association. Diagnosis and therapy guideline of pregnancy with diabetes mellitus. Zhonghua Fu Chan Ke Za Zhi 2014, 49, 561–569. [Google Scholar]
- Sweeting, A.; Mijatovic, J.; Brinkworth, G.; Markovic, T.; Ross, G.; Brand-Miller, J.; Hernandez, T. The Carbohydrate Threshold in Pregnancy and Gestational Diabetes: How Low Can We Go? Nutrients 2021, 13, 2599. [Google Scholar] [CrossRef]
- Farabi, S.S.; Hernandez, T.L. Low-Carbohydrate Diets for Gestational Diabetes. Nutrients 2019, 11, 1737. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Hernandez, T.L.; Van Pelt, R.E.; Anderson, M.A.; Reece, M.S.; Reynolds, R.M.; de la Houssaye, B.A.; Heerwagen, M.; Donahoo, W.T.; Daniels, L.J.; Chartier-Logan, C.; et al. Women with Gestational Diabetes Mellitus Randomized to a Higher–Complex Carbohydrate/Low-Fat Diet Manifest Lower Adipose Tissue Insulin Resistance, Inflammation, Glucose, and Free Fatty Acids: A Pilot Study. Diabetes Care 2015, 39, 39–42. [Google Scholar] [CrossRef] [Green Version]
- Tan, B.; Ma, Y.; Zhang, L.; Li, N.; Zhang, J. The application of metabolomics analysis in the research of gestational diabetes mellitus and preeclampsia. J. Obstet. Gynaecol. Res. 2020, 46, 1310–1318. [Google Scholar] [CrossRef]
- Ryckman, K.K.; Spracklen, C.N.; Smith, C.J.; Robinson, J.G.; Saftlas, A.F. Maternal lipid levels during pregnancy and gestational diabetes: A systematic review and meta-analysis. BJOG Int. J. Obstet. Gynaecol. 2015, 122, 643–651. [Google Scholar] [CrossRef]
- Son, G.H.; Kwon, J.Y.; Kim, Y.H.; Park, Y.W. Maternal serum triglycerides as predictive factors for large-for-gestational age newborns in women with gestational diabetes mellitus. Acta Obstet. Gynecol. Scand. 2010, 89, 700–704. [Google Scholar] [CrossRef]
- Yancy, W.S., Jr.; Olsen, M.K.; Guyton, J.R.; Bakst, R.P.; Westman, E.C. A low-carbohydrate, ketogenic diet versus a low-fat diet to treat obesity and hyperlipidemia: A randomized, controlled trial. Ann. Intern. Med. 2004, 140, 769–777. [Google Scholar] [CrossRef] [PubMed]
- Metzger, B.E.; Gabbe, S.G.; Persson, B.; Lowe, L.P.; Dyer, A.R.; Oats, J.J.N.; Buchanan, T.A. International Association of Diabetes and Pregnancy Study Groups Recommendations on the Diagnosis and Classification of Hyperglycemia in Pregnancy: Response to Weinert. Diabetes Care 2010, 33, e98. [Google Scholar] [CrossRef] [Green Version]
- Henry, C.J. Basal metabolic rate studies in humans: Measurement and development of new equations. Public Health Nutr. 2005, 8, 1133–1152. [Google Scholar] [CrossRef]
- Rasmussen, K.M.; Yaktine, A.L. Weight Gain during Pregnancy: Reexamining the Guidelines; Institute of Medicine (US) and National Research Council (US) Committee to Reexamine IOM Pregnancy Weight Guidelines; National Academies Press (US): Washington, DC, USA, 2009. [Google Scholar]
- Salto, R.; Manzano, M.; Girón, M.D.; Cano, A.; Castro, A.; Vílchez, J.D.; Cabrera, E.; López-Pedrosa, J.M. A Slow-Digesting Carbohydrate Diet during Rat Pregnancy Protects Offspring from Non-Alcoholic Fatty Liver Disease Risk through the Modulation of the Carbohydrate-Response Element and Sterol Regulatory Element Binding Proteins. Nutrients 2019, 11, 844. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mustad, V.A.; Huynh, D.T.; López-Pedrosa, J.M.; Campoy, C.; Rueda, R. The Role of Dietary Carbohydrates in Gestational Diabetes. Nutrients 2020, 12, 385. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Louie, J.C.Y.; Markovic, T.P.; Ross, G.P.; Foote, D.; Brand-Miller, J.C. Timing of Peak Blood Glucose after Breakfast Meals of Different Glycemic Index in Women with Gestational Diabetes. Nutrients 2012, 5, 1–9. [Google Scholar] [CrossRef]
- Hernandez, T.L.; Van Pelt, R.E.; Anderson, M.A.; Daniels, L.J.; West, N.A.; Donahoo, W.T.; Friedman, J.E.; Barbour, L.A. A Higher-Complex Carbohydrate Diet in Gestational Diabetes Mellitus Achieves Glucose Targets and Lowers Postprandial Lipids: A Randomized Crossover Study. Diabetes Care 2014, 37, 1254–1262. [Google Scholar] [CrossRef] [Green Version]
- Wan, C.S.; Nankervis, A.; Teede, H.; Aroni, R. Dietary intervention strategies for ethnic Chinese women with gestational diabetes mellitus: A systematic review and meta-analysis. Nutr. Diet. 2019, 76, 211–232. [Google Scholar] [CrossRef]
- Mahajan, A.; Donovan, L.E.; Vallee, R.; Yamamoto, J.M. Evidenced-Based Nutrition for Gestational Diabetes Mellitus. Curr. Diabetes Rep. 2019, 19, 94. [Google Scholar] [CrossRef]
- Krispin, E.; Katz, A.A.; Shmuel, E.; Toledano, Y.; Hadar, E. Characterization of women with gestational diabetes who failed to achieve glycemic control by lifestyle modifications. Arch. Gynecol. Obstet. 2021, 303, 677–683. [Google Scholar] [CrossRef]
- Barnes, R.A.; Wong, T.; Ross, G.P.; Jalaludin, B.B.; Wong, V.W.; Smart, C.E.; Collins, C.E.; MacDonald-Wicks, L.; Flack, J.R. A novel validated model for the prediction of insulin therapy initiation and adverse perinatal outcomes in women with gestational diabetes mellitus. Diabetologia 2016, 59, 2331–2338. [Google Scholar] [CrossRef] [PubMed]
- Cao, W.; Wang, X.; Chen, T.; Xu, W.; Feng, F.; Zhao, S.; Wang, Z.; Hu, Y.; Xie, B. Maternal lipids, BMI and IL-17/IL-35 imbalance in concurrent gestational diabetes mellitus and preeclampsia. Exp. Ther. Med. 2018, 16, 427–435. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wang, H.K.; Cheng, D.C.; Yang, Y.M.; Wang, X.H.; Chen, Y.; Zhang, L.; Xiu, L.; Xu, X.M. The Role of High-Content Complex Dietary Fiber in Medical Nutrition Therapy for Gestational Diabetes Mellitus. Front Pharmacol. 2021, 12, 684898. [Google Scholar] [CrossRef] [PubMed]
- Westman, E.C.; Feinman, R.D.; Mavropoulos, J.C.; Vernon, M.C.; Volek, J.S.; Wortman, J.A.; Yancy, W.S.; Phinney, S.D. Low-carbohydrate nutrition and metabolism. Am. J. Clin. Nutr. 2007, 86, 276–284. [Google Scholar] [CrossRef] [PubMed]
Nutrient 1 | Energy Distribution 2 | CHO Distribution 3 |
---|---|---|
CHO 45–50 E% Fiber 25–30 g No sugar added Protein 20–25 E% Fat 25–30 E% SFA < 7 E% MUFA > 1/3 E% from fat | Breakfast: 20% Morning snack: 0–15% Lunch: 25–30% Afternoon snack: 10–15% Dinner: 25–30% Late-night snack: 10–15% | Breakfast: 20% Morning snack:0–15% Lunch: 15–20% Afternoon snack: 15–20% Dinner: 15–20% Late-night snack: 15–20% |
Characteristic | CRD Group (n = 152) | Control Group (n = 113) |
---|---|---|
Age at delivery (years) # | 34.5 (31.0, 38.0) | 34.0 (31.0, 37.0) |
Height (cm) * | 162.1 ± 5.2 | 162.0 ± 5.5 |
Pre-pregnancy weight (kg) # | 54.2 (47.1, 61.9) | 56.0 (50.0, 63.5) |
Pre-pregnancy BMI (kg/m2) # | 20.3 (16.9, 23.0) | 21.3 (18.3, 24.0) |
Gestational weight gain (kg) # | 11.8 (9.0, 15.0) | 12.0 (10.0, 15.0) |
Antenatal abdominal perimeter (cm) # | 103.0 (97.0, 106.0) | 102.0 (99.0, 108.0) |
Infant birthweight (g) # | 3470.0 (3192.5, 3715.0) | 3310.0 (3045.0, 3660.0) |
Infant birth length (cm) # | 50.0 (49.0, 51.0) | 50.0 (49.0, 51.0) |
Parity (n(%)) + | ||
≥1 | 96 (63.2%) | 63 (55.8%) |
0 | 56 (36.8%) | 50 (44.2%) |
Delivery mode (n(%)) + | ||
Natural birth | 79 (52.0%) | 57 (50.4%) |
Cesarean delivery | 73 (48.0%) | 56 (49.6%) |
Insulin Use | CRD Group (n = 152) | Control Group (n = 113) | χ2/t | p |
---|---|---|---|---|
Number of cases (%) | 22 (14.5) | 14 (12.4) | 0.24 | 0.624 |
Initial treatment time (gestational weeks) | 33.59 ± 3.45 | 29.21 ± 4.07 | −3.47 | 0.001 |
Treated with Insulin (n = 24) | No Insulin Treatment (n = 128) | χ2/t/Z | p | |
---|---|---|---|---|
Age at delivery (years) # | 37.50 (34.53, 39.97) | 34.00 (33.36, 34.95) | −2.215 | 0.027 |
Pre-pregnancy BMI (kg/m2) # | 21.62 (20.50, 24.10) | 20.27 (19.43, 21.19) | −1.870 | 0.062 |
Parity (n(%)) + | ||||
≥1 | 14 (58.3) | 58 (45.3) | 1.025 | 0.311 |
0 | 10 (41.7) | 70 (54.7) | ||
FPG in the first trimester (mmol/L) # | 5.17 (4.90, 5.50) | 4.71 (4.67,4.86) | −3.682 | <0.001 |
FPG in the second trimester (mmol/L) # | 4.80 (4.62, 5.60) | 4.55 (4.51,4.71) | −2.318 | 0.020 |
Gestational weight gain (kg) # | 11.50 (10.38, 14.27) | 11.30 (11.53,13.15) | −0.695 | 0.487 |
OGTT 0 min (mmol/L) # | 4.83 (4.65, 5.34) | 4.67 (4.59,4.78) | −1.433 | 0.152 |
OGTT 60 min (mmol/L) * | 10.245 ± 1.261 | 9.547 ± 1.523 | −1.988 | 0.049 |
OGTT 120 min (mmol/L) * | 8.697 ± 1.650 | 8.109 ± 1.472 | −1.664 | 0.098 |
Serum Lipid Parameter (mmol/L) | CRD Group + (n = 152) | Control Group + (n = 113) | χ2 | p |
---|---|---|---|---|
The second trimester | ||||
TC | 38 (25.0) | 28 (25.2) | 0.002 | 0.99 |
TG | 16 (10.5) | 6 (5.4) | 2.195 | 0.14 |
HDLC | 40 (26.5) | 29 (26.1) | 0.004 | 0.99 |
LDLC | 10 (6.6) | 16 (14.4) | 4.345 | 0.04 |
The third trimester | ||||
TC | 46 (30.5) | 37 (33.0) | 0.197 | 0.66 |
TG | 17 (11.3) | 12 (10.7) | 0.019 | 0.99 |
HDLC | 27 (17.9) | 21 (18.8) | 0.033 | 0.87 |
LDLC | 20 (13.2) | 18 (16.1) | 0.416 | 0.60 |
Nutritional Parameter (g/L) | CRD Group (n = 152) | Control Group (n = 113) | t | p |
---|---|---|---|---|
The second trimester | ||||
TP | 66.483 ± 3.920 | 67.175 ± 4.001 | 1.332 | 0.184 |
ALB | 36.967 ± 2.426 | 37.105 ± 2.615 | 0.421 | 0.674 |
HB | 118.689 ± 9.927 | 117.496 ± 11.758 | −0.889 | 0.375 |
The third trimester | ||||
TP | 62.715 ± 14.410 | 63.605 ± 12.897 | 0.520 | 0.603 |
ALB | 35.639 ± 2.180 | 35.304 ± 1.897 | −1.287 | 0.199 |
HB | 125.684 ± 10.429 | 124.829 ± 11.596 | −0.626 | 0.532 |
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Cui, M.; Li, X.; Yang, C.; Wang, L.; Lu, L.; Zhao, S.; Guo, Q.; Liu, P. Effect of Carbohydrate-Restricted Dietary Pattern on Insulin Treatment Rate, Lipid Metabolism and Nutritional Status in Pregnant Women with Gestational Diabetes in Beijing, China. Nutrients 2022, 14, 359. https://doi.org/10.3390/nu14020359
Cui M, Li X, Yang C, Wang L, Lu L, Zhao S, Guo Q, Liu P. Effect of Carbohydrate-Restricted Dietary Pattern on Insulin Treatment Rate, Lipid Metabolism and Nutritional Status in Pregnant Women with Gestational Diabetes in Beijing, China. Nutrients. 2022; 14(2):359. https://doi.org/10.3390/nu14020359
Chicago/Turabian StyleCui, Mingxuan, Xuening Li, Chen Yang, Linlin Wang, Lulu Lu, Shilong Zhao, Qianying Guo, and Peng Liu. 2022. "Effect of Carbohydrate-Restricted Dietary Pattern on Insulin Treatment Rate, Lipid Metabolism and Nutritional Status in Pregnant Women with Gestational Diabetes in Beijing, China" Nutrients 14, no. 2: 359. https://doi.org/10.3390/nu14020359
APA StyleCui, M., Li, X., Yang, C., Wang, L., Lu, L., Zhao, S., Guo, Q., & Liu, P. (2022). Effect of Carbohydrate-Restricted Dietary Pattern on Insulin Treatment Rate, Lipid Metabolism and Nutritional Status in Pregnant Women with Gestational Diabetes in Beijing, China. Nutrients, 14(2), 359. https://doi.org/10.3390/nu14020359