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P UMPMASTER AND G LUCOMMANDER THE FAR SIDE OF THE DIABETES WORLD Presented by Paul Davidson MD at the MiniMed Symposium Atlanta, GA December 13, 2003
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AIM Formulae (Accurate Insulin Management) Background l CSII dosing is related to a patient’s size l It consists of four parameters: –Total insulin dose per day (TDD) –Basal Insulin as percent of TDD –Bolus insulin for meals Based on CHO to insulin ratio (CIR) –Correction boluses from the correction factor (CF) l A database of 1815 records was used to find the optimal parameters for the most ideally controlled pump patients. l The interaction of the AIM formulae is portrayed as a nomogram.
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Materials and Methods Two groups of patients: –Target Group (TG)--183 patients with A1C <7% –Not-to-Target Group (NTG) the remainder of the patients –Individual's slopes determined: Basal versus TDD CF versus 1/TDD –Median of all slopes in the TG was used as the slope for each formula –Slignificant differences between TG and NTG. TDD versus BW CIR versus BW/TDD
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AIM Formulae for adults Carbohydrate / Insulin Ratio (CIR) CIR = 2.8 x BodyWeight(lbs) / TDD Correction Factor (CF) CF = 1700 / TDD Basal Insulin Basal = 0.48 x TDD
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Starting Total Daily Insulin Dose TDDstart = 0.24 * Wt(lb) n = 199 File: AIM031208 199 points
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Basal Insulin Basal = 0.48 * TDD n = 199 File: AIM031208 199 points
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If HbA 1c is Not to Goal i.e. 6.5% l SMBG –frequency –recording –memory meter l Diet –accurate CHO counting –appropriate CHO/insulin bolusing l l Infusion site areas l l Over-treatment of low BG l l Delayed or under-treatment of high BG
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If HbA 1c Not to Goal i.e. 6.5% l SMBG –frequency –recording –memory meter l l Infusion site areas l l Over-treatment of low BG l l Delayed or under-treatment of high BG More than 4/day 2.8 x Wt / TDD 1700 Rule (100-BG) x 0.2 lDiet –accurate CHO counting –appropriate CHO/insulin bolusing
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Average 2 BG’s/d Average 12 BG’s/d 24 Blood Glucose Hours Frequency of Blood Glucose Monitoring Effect of Recurrent Adjustment for Increased BG’s
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Improvement in HbA 1c with Increased BG Testing
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If HbA 1c Not to Goal i.e. 6.5% l SMBG –frequency –recording –memory meter l l Infusion site areas l l Over-treatment of low BG l l Delayed or under-treatment of high BG More than 4/day 2.8 x Wt / TDD 1700 Rule (100-BG) x 0.2 lDiet –accurate CHO counting –appropriate CHO/insulin bolusing
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450 Rule vs 2.8 Rule Purpose of rule: Estimate the ratio: carbs / insulin. Start with: CIR = CarbsPerDay / TDD 2.8 Rule : says CarbsPerDay proportional to Wt(lb): CIR = 2.8 * Wt(lb) / TDD 450 Rule : says CarbsPerDay is the same for all people: CIR = 450 / TDD The case for 450 rule: Advocates say it works better for children. The case for 2.8 Rule: Wt(lb) for CarbsPerDay makes better sense than constant. Consistent with 1700 Rule 450 Rule’s scatter chart data look curved. A future study is planned for children. They were under-represented in AIM study.
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Median slope = 2.79 Data: file: AIM031208.xls, 179 pts CARBOHYDRATE TO INSULIN RATIO CIR = 2.8 * BW# / TDD for adults
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Median slope = 450 Data: file: AIM031208.xls, 179 pts CARBOHYDRATE TO INSULIN RATIO CIR = 450 / TDD
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If HbA 1c Not to Goal i.e. 6.5% l SMBG –frequency –recording –memory meter l l Infusion site areas l l Over-treatment of low BG l l Delayed or under-treatment of high BG More than 4/day 2.8 x Wt / TDD 1700 Rule (100-BG) x 0.2 lDiet –accurate CHO counting –appropriate CHO/insulin bolusing
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Correction of Hypoglycemia with Glucose 100-BG X 0.2 Grams BeforeAfter Richardson Diabetes 1999 50:A200 100-BG X 0.15 Grams
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If HbA 1c Not to Goal i.e. 6.5% l SMBG –frequency –recording –memory meter l l Infusion site areas l l Over-treatment of low BG l l Delayed or under-treatment of high BG More than 4/day 2.8 x Wt / TDD 1700 Rule (100-BG) x 0.2 lDiet –accurate CHO counting –appropriate CHO/insulin bolusing
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Correction Factor The 1700 Rule CF = 1705 / TDD n = 199 File: AIM031208 199 points
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1700 Rule Mathematical Model Purpose of 1700 Rule: Estimate Correction Factor (CF) 1700 Rule: says glucose burned per day and body volume are both proportional to Wt(lb). These cancel as shown below: CF = (glucose burned per day)/[(Body volume)*TDD] CF = K1 * Wt(lb) / [ Wt(lb) * TDD] CF = K1 / TDD Statistics give: CF = 1700 / TDD
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125 100 75 50 25 Correction Factor 25 20 15 12 10 8 7 6 5 Carbohydrate to Insulin Ratio CF Curve AIM Nomogram ( CIR = 2.8 Wt / TDD ) ( CF = 1700 / TDD ) Initial Dosing: Plot BW and 25 CIR for BI Plot BW and 12 CIR for TDD Plot BW and TDD for CIR Plot TDD and CF curve for CF 4 3 2
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125 100 75 50 25 Correction Factor 25 20 15 12 10 8 7 6 5 Carbohydrate to Insulin Ratio CF Curve ( CIR = 2.8 Wt / TDD ) ( CF = 1700 / TDD ) 4 3 2 CIR TDD BI Weight Example 210 lb.. Man Type 1 Diabetes Starting CSII Poorly controlled HgA1c 8.1% 10 units lispro tid 28 units glargine hs Initial Dosing: Plot BW and 25 CIR for BI Plot BW and 12 CIR for TDD
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125 100 75 50 25 Correction Factor 25 20 15 12 10 8 7 6 5 Carbohydrate to Insulin Ratio CF Curve ( CIR = 2.8 Wt / TDD ) ( CF = 1700 / TDD ) 4 3 2 CF TDD Plot TDD and CF curve for CF
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125 100 75 50 25 Correction Factor 25 20 15 12 10 8 7 6 5 Carbohydrate to Insulin Ratio CF Curve ( CIR = 2.8 Wt / TDD ) ( CF = 1700 / TDD ) 4 3 2 New TDD New CIR New BI Follow-up One Month Later Weight 200# 4.5 BG’s per day Average BG 172 Current basal 1.2 u/hr (28.8 u/d) TDD from pump 64 units New CF New Weight
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AIM “N” Nomogram
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Total CIR Daily Wt Wt for adults Insulin CF (kg) (lb) (gm/unit) (unit) (mg/dL/unit) 149 ┼ 329 ┼ 47 20 ┼ 88 142 ┼ 313 ┼ 43 21 ┼ 84 135 ┼ 298 ┼ 39 22 ┼ 80 129 ┼ 284 ┼ 35 23 ┼ 76 123 ┼ 270 ┼ 32 24 ┼ 72 117 ┼ 258 ┼ 29 25 ┼ 69 111 ┼ 245 ┼ 26 26 ┼ 65 106 ┼ 234 ┼ 24 28 ┼ 62 101 ┼ 222 ┼ 22 29 ┼ 59 96 ┼ 212 ┼ 20 30 ┼ 57 92 ┼ 202 ┼ 18 32 ┼ 54 87 ┼ 192 ┼ 16 33 ┼ 51 83 ┼ 183 ┼ 15 35 ┼ 49 79 ┼ 174 ┼ 13 37 ┼ 47 75 ┼ 166 ┼ 12 39 ┼ 44 72 ┼ 158 ┼ 11 41 ┼ 42 68 ┼ 151 ┼ 10 43 ┼ 40 65 ┼ 143 ┼ 9 45 ┼ 38 62 ┼ 137 ┼ 8 47 ┼ 36 59 ┼ 130 ┼ 7 49 ┼ 35 56 ┼ 124 ┼ 7 52 ┼ 33 54 ┼ 118 ┼ 6 55 ┼ 31 51 ┼ 112 ┼ 5 57 ┼ 30 49 ┼ 107 ┼ 5 60 ┼ 29 46 ┼ 102 ┼ 5 63 ┼ 27 44 ┼ 97 ┼ 4 66 ┼ 26 42 ┼ 92 ┼ 4 70 ┼ 25 40 ┼ 88 ┼ 3 73 ┼ 23 38 ┼ 84 ┼ 3 77 ┼ 22 36 ┼ 80 ┼ 3 81 ┼ 21 35 ┼ 76 ┼ 3 85 ┼ 20 33 ┼ 72 ┼ 2 89 ┼ 19 31 ┼ 69 ┼ 2 93 ┼ 18 30 ┼ 66 ┼ 2 98 ┼ 18 28 ┼ 63 ┼ 2 103 ┼ 17 27 ┼ 60 ┼ 2 108 ┼ 16 26 ┼ 57 ┼ 1 113 ┼ 15 25 ┼ 54 ┼ 1 119 ┼ 14 23 ┼ 51 ┼ 1 125 ┼ 14 Accurate Insulin Management (AIM) Nomogram 1.Connect the columns with a straight line between weight and total daily dose of insulin (TDD). 2.Read correction factor (CF) and carbohydrate/insulin ratio (CIR). 3.Basal insulin is one-half total daily dose of insulin.
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AIM Study (uncontrolled) l 21 Patients l HbA1c>8 l Competent Self- Monitoring l Pump Veterans l Bi-Weekly Fax and Phone Follow-Up l Three Month Study Davidson et al Diabetes Technology & Therapeutics 2003 180 160 140 120 P<0.0001
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PumpMaster A Combined Database Collector and Patient-Treatment Advisor for Interactive Use by Practitioners
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Pumpmaster l Day divided into five periods –Sleep, dawn, am, pm, evening l BG monitored initially for each period –Mean and SD l Variation of mean from target –Correction formula used to quantify average insulin need for each period –Summed for day l Program suggests change in insulin for each period balancing change in basal against CIR –Simulates best controlled patients in database
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Input Form, Screen 1
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Input Form, Screen 2
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In development (Patent Pending) Has shown that it lowers A1c Will advise the pump therapist Will advise the pump-wearing diabetic Will encourage more pump prescribing Will facilitate progress to target control Can be programmed into PDA or pump Overview of PumpMaster
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Future of Diabetes Management Improvements in Insulin & Delivery l Insulin analogs and inhaled insulin l Smart external pumps l Internal pumps l Real-time sensors l Closed-loop systems l Unconceived-of solutions
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QUESTIONS? l For a copy or viewing of these slides –Contact www.adaendo.com l How can I get use of Glucommander? (Computer-directed IV insulin program) – Available for review on internet, www.glucommander.com l How can I get use of Pumpmaster? – Contact us expressing interest: Pumpmaster@adaendo.com
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