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Published byWilfred Garrett Modified over 9 years ago
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Silaja Cheruvu, R3
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What’s the BEST way to prevent diabetes in high risk patients? By doing nothing? With lifestyle changes? With medication?
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27 centers 1996-1999 3234 participants “High Risk” ◦ 25 years old ◦ BMI>24 ◦ Elevated fasting glucose, 2 hour GTT
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Placebo arm=Standard lifestyle recommendations Metformin arm Troglitazone arm (discontinued early) Intensive Lifestyle Modification arm ◦ Achieve/maintain a 7% weight loss ◦ 150 minutes/week ◦ 16 week curriculum
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Placebo arm ◦ 77% Metformin arm ◦ 72% Intensive Lifestyle Modification arm ◦ 50% reached goal weight loss ◦ 38% kept the weight off ◦ 74% were exercising at 24 weeks ◦ 58% kept exercising
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Crude Incidence (person-years) ◦ Placebo: 11 ◦ Metformin: 7.8 ◦ ILM: 4.8 Cumulative Incidence (over 3 years) ◦ Placebo: 28.9 % ◦ Metformin: 21.7 % ◦ ILM: 14.4 %
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Incidence of DM was REDUCED by 31% (CI: 17-43) in metformin arm Incidence of DM was REDUCED by 58% (CI: 48-66) in ILM arm NNT ◦ Metformin: 13.9 (CI: 8.7-33.9) ◦ ILM: 6.9 (CI: 5.4-9.5)
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Were the patients randomized? Was randomization concealed? Were patients similar in prognostic factors? ◦ Table 1 Was the study blinded? How complete was the follow-up? Was the study stopped early? Intention to treat?
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Absolute Risk Reduction ◦ ARR = CER – EER ◦ CER = 28.9% ◦ EER = 14.4% ARR = 28.9% - 14.4% = 14.5% In those patients who are high risk for developing DM, when followed for 3 years, 14.3% fewer develop DM if they participate in ILM compared to placebo.
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Relative Risk Reduction ◦ RRR = (CER – EER ) /CER x 100 ◦ CER= 28.9 ◦ EER=14.4 ◦ (28.9% - 14.4%) / 28.9 % x 100 = 50% Over a 3 year period, there is a 50% decrease in the incidence of DM in ILM group when compared to the placebo group.
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Number Needed to Treat (ILM) ◦ NNT=1/ ARR ◦ 1/0.145 = 7 Number Needed to Treat (metformin) ◦ NNT=1/ARR ◦ 1/0.072 = 14 In order to prevent 1 case of DM over a 3 year period, you would have to treat 7 people with the intensive lifestyle modifications and 14 people with metformin.
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Confidence Intervals and Precision ◦ Number Needed to Treat ILM: NNT=7 (CI: 5.4 to 9.5) Metformin: NNT=14 (CI: 8.7 to 33.9) ILM arm is more precise than metformin arm but both are statistically significant.
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UNM, Shiprock and Zuni ◦ DIPS in Zuni No subgroup analysis of high HbA1Cs vs low HBA1Cs Subgroup analysis ◦ Metformin arm NOT statistically significant in Hispanics and Native Americans
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Good study BUT it’s a surrogate outcome Only followed for 3 years… ◦ Blinded arm terminated early Even with LOW adherence, ILM works! ◦ …but so does metformin! POLICY CHANGE ◦ Can our patients exercise and do they access to healthy foods?
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