Should We Count Fat and Protein in Bolus Insulin Dose Calculation: Does Carbohydrate Counting Work? Howard A. Wolpert, MD
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1 Should We Count Fat and Protein in Bolus Insulin Dose Calculation: Does Carbohydrate Counting Work? Howard A. Wolpert, MD
2 Carbohydrate to Insulin Ratio, circa 1935
3 Standard Insulin Replacement Regimen in T1D Early 1990 s Breakfast Lunch Dinner Regular insulin NPH insulin 4:00 8:00 12:00 16:00 20:00 24:00 4:00 Constraints: Eating had to organized around the insulin profiles Nutrition education: Meal planning based on exchanges: 3 meals/3 snacks Time Trade-off: Less lifestyle flexibility often poorer adherence
4 Basal- Bolus/Flexible Insulin Therapy: Past 2 decades Breakfast Lunch Dinner Aspart/Lispro Detemir/Glargine 4:00 8:00 12:00 16:00 20:00 24:00 4:00 Milestones in the evolution of intensive insulin therapy: 1993: DCCT 1995: Introduction of 1 st analog insulin (Lispro) 2003: Introduction of 1 st pump with Time bolus calculator (Deltec Cozmo)
5 The Current Approach Carbohydrate quantity Insulin-to-Carb ratio X = Insulin dose Are we setting up patients to fail with an approach that doesn t work?
6 Limitations and Assumptions.. Carbohydrate quantity Insulin-to-Carb ratio X = Insulin dose Is accuracy in carb counting a realistic goal for most patients?
7 Carbohydrate counting skills 2D Graph 1 in adult pump patients at Joslin grams 40 HbA1c 30 Y Data X Data Patient estimated quantity (grams) Col 3 vs 7.0 Col
8 Carbohydrate counting skills 2D Graph 1 in adult pump patients at Joslin grams 40 HbA1c 30 Y Data X Data Patient estimated quantity (grams) Col 2 vs 7.0 Col
9 Limitations and Assumptions.. Carbohydrate quantity Insulin-to-Carb ratio X = Insulin dose Is accuracy in carb counting a realistic goal for most patients? Assumes that carbs are the only dietary ingredient that affects insulin requirements Is there any scientific validity to carb-based insulin dosing? Is getting the insulin dose correct all that matters? To achieve optimal postprandial glucose control insulin action needs to match carb absorption
10 Insulin Pharmacodynamics Aspart Lispro Cheerios Glycemic Index = 83
11 Insulin Pharmacodynamics Aspart Lispro Oatmeal Glycemic Index = 49
12 53 year old man with T1DM X 10 years, HbA1c 7.6% I/CHO ratio 1/10, sensitivity factor 40
13 53 year old man with T1DM X 10 years, HbA1c 7.6% I/CHO ratio 1/10, sensitivity factor 40 Plans to eat 120 gram pizza What should he bolus?
14 What should he bolus? I/CHO ratio 1/10, sensitivity factor 40, BG target 100 mg/dl Premeal BG 140 mg/dl Food: pizza 120 gram carbohydrate units: normal bolus units: 9 units initially & 4 units over 2 hrs units: 7 units initially & 6 units over 6 hrs 4. None of the above
15 53 year old man with T1DM X 10 years, HbA1c 7.6% I/CHO ratio 1/10, sensitivity factor 40 What he did: 8 units initially & 4 units over 2 hrs
16 53 year old man with T1DM X 10 years, HbA1c 7.6% I/CHO ratio 1/10, sensitivity factor 40,target unit correction dose calculated by Bolus Wizard
17 53 year old man with T1DM X 10 years, HbA1c 7.6% I/CHO ratio 1/10, sensitivity factor 40,target unit correction dose calculated by Bolus Wizard
18 Free fatty acids induce insulin resistance Plasma FFA (mmol/l) Glucose infusion rate (µmol/[kg min]) Time (min) + p < 0.01 p < Roden, 1996
19 Dietary fat delays gastric emptying and glucose absorption in T1D adolescents Paracetamol/Acetaminophen absorbed in duodenum > Blood levels correlate with rate of gastric emptying Lodefalk, 2008
20 Dietary fat delays gastric emptying and glucose absorption in T1D adolescents Delayed gastric emptying from dietary fat > Delayed glucose absorption Lodefalk, 2008
21 Low-fat diet improves insulin sensitivity in patients with T1D Euglycemic insulin clamp at: Baseline After isocaloric low-fat (26%) diet X 3 mths After standard diet (30% fat) X 3 mths Rosenfalck, 2005
22 Association of fat intake with glycemic control in the intensive treatment cohort in the DCCT Delahanty, 2009
23 To test the hypothesis that high fat meals would require more insulin coverage than low fat meals with identical carbohydrate content Regulated the macronutrient intake of adults with T1D undergoing closed loop glucose control
24 Clinical Research Center Protocol CRC protocol Day 1 Day 2 Day 3 Admit Open Loop Closed Loop Mild activity 12 6p 11p 8a 12 6p 11p 8a 12 Lunch Dinner High Fat or Low Fat
25 Low Fat Dinner High Fat Dinner Chicken breast, rice, broccoli, carrots, green salad, grapes Grilled cheese sandwich, green salad with cheese, croutons & grilled chicken, orange slices Fat 10g 60g Carbohydrate Same ( g depending on caloric intake) Protein Same (40-60g depending on caloric intake) Total diet during the 48-hour admission (2 breakfasts, 2 lunches and 2 dinners) was isocaloric 2 breakfast meals received by each subject were identical 2 lunch meals received by each subject were identical
26 Clinical Research Center Protocol Day 1 Day 2 Day 3 Open Loop Closed Loop Open Loop Closed Loop Mild activity Mild activity 12 6p 11p 8a 12 6p 11p 8a 12 Lunch Dinner Breakfast Lunch Dinner Breakfast High Fat or Low Fat High Fat or Low Fat
27 Closed Loop Control 300 **** High Fat Dinner Low Fat Dinner Glucose (mg/dl) **** p < p 8p 10p mid 2a 4a 6a 8a 10a noon Time 15 Insulin Delivery (U/h) 10 5 ** ** p < p 8p 10p mid 2a 4a 6a 8a 10a noon Time
28 Carbohydrate-to-Insulin Ratio: Low Fat Dinner (LFD) vs High Fat Dinner (HFD) Carbohydrate-to-Insulin Ratio for Dinner: Carbohydrates consumed 6pm -11pm, divided by total insulin delivered Subject LFD HFD % increase for HFD # % # % # % # % # % # # % P = 0.01
29 Practical Implications Insulin dosing These studies highlight the limitations of the carbohydrate counting-based method for calculating meal-time insulin dosage Higher fat meals require alternative dosing algorithms with an altered insulin delivery pattern and dose However: Marked inter-individual differences, so fixed dosing increase for higher fat meals will not be safe/effective Different fat types have different effect on insulin sensitivity: Saturated vs monounsaturated, palmito-oleic acid Dose response vs threshold effect?
30 Four test breakfasts with identical carbohydrate content, but varying protein and fat quantities High fat/high protein High fat/low protein Low fat/low protein
31 Influence of Pure Protein on Postprandial Blood Glucose in Individuals with Type 1 Diabetes Mellitus MEGAN A. PATERSON, CARMEL SMART, PATRICK MCELDUFF, PRUDENCE LOPEZ, CLAIRE MORBEY. JOHN ATTIA, BRUCE KING, Newcastle, Australia T1DM, aged 7-40 years, fed several test meals: Varying amounts pure protein g, 25g, 50g, 75g and 100g Two pure glucose powder test meals (10g and 20g) for comparison No insulin was given for test meals Postprandial glycemia assessed for 5 hours Protein amounts of O-50g > NO effect on glucose Protein amounts of 75 & 100 g > increase in glucose starting at 100 minutes, equaling rise with the 20g glucose test meal Equivalent to consuming an 8oz steak 55-OR, ADA Sci Sessions, 2014
32 Pizza meal in children with T1D Dose: Carb-based Bolus: Normal Dose: n CU (10g Carb) X ICR + n fat-protein X ICR Bolus: Dual, extended to 6 hr Hypoglycemia (< 50 mg/dl): 2 of 12 subjects who received fat-protein bolus
33 Practical Implications Insulin dosing Current Studies 1. Investigate glycemic effect of different fats: Saturated vs Poly- & Mono- unsaturated (Nuts: 2. Develop and validate fat bolus (alternative insulin delivery pattern and dose) Identify individual characteristics that are predictors of fatsensitivity But, quantitating fat content of foods can be challenging.
34 Practical Implications Nutrition Restriction of dietary fat intake is an important nutritional consideration in individuals striving for tight glycemic control Carbohydrate counting is a foundation for calculating mealtime insulin doses. However, to achieve optimal glycemic control carbohydrate counting needs to be combined with: 1) Specific focus directed at identifying whether higher fat (or high glycemic index) meals are contributing to glycemic fluctuations, in conjunction with 2) Individualized guidance about changing to alternative meal/food choices with less glycemic impact i.e. Some form of meal-planning should be an explicit focus of nutrition counseling in patients with T1D
35 On any given day, roughly 13 percent of the U.S. population, or more than 1 in 8 Americans, consumes pizza In pizza-eaters: - Pizza accounts for 25% (among kids) and 29% (among adults) of daily food energy intake - Pizza accounts for 33% (among kids) and 39% (among adults) of daily saturated fat intake
36 Increased Cheese consumption in the US
37 Case Example: Variable overnight glucoses due to high fat supper meals in a CGM user What would you do? 1. Suggest use of dual/combo bolus for higher fat meals 2. Advise against eating out 3. Anything else?
38 HI alarm threshold set at 280 mg/dl
39 HI alarm threshold set at 220 mg/dl Recommendation: Reduce HI alarm threshold to 220 mg/dl
40 Acknowledgements Garry Steil PhD Astrid Atakov-Castillo Stephanie Edwards Jo-Anne Rizzotto Emy Suhl Study subjects
41
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