What Are the Major Types of Insulin?
Rapid-Acting Insulin. Insulin lispro and insulin aspart do not self-aggregate in solution as human (regular) insulin does, and these insulins are rapidly absorbed (Table 1). Insulin lispro differs from human insulin by an amino acid exchange of lysine and proline at positions 28 and 29. The substitution of aspartic acid for proline at position 28 created insulin aspart. Rapid-acting insulins are most appropriately injected at mealtime as "prandial" insulin (sometimes referred to as "bolus" insulin) or used in insulin pumps.
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Table 1. Currently Available Insulin Products*
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Short-Acting Insulin. Regular insulin has a delay to onset of action of 30 to 60 minutes (Table 1). Patients are instructed to inject regular insulin 20 to 30 minutes prior to meals (ie, lag time is the time between injecting insulin and eating) to match insulin availability and carbohydrate absorption. Regular insulin acts almost immediately when injected intravenously.
Intermediate-Acting Insulin. Neutral protamine Hagedorn (isophane insulin; NPH) insulin is slowly absorbed due to the addition of protamine to regular insulin (Table 1). Regular insulin bound to zinc, Lente insulin, has a slightly longer effective duration than NPH. Lente and NPH are commonly used as twice-daily basal insulins. Neutral protamine lispro (insulin lispro protamine; NPL) and protamine crystalline (crystal) aspart, available in the United States only in premixed insulins, are functionally identical to NPH.
Long-Acting Insulin. Ultralente insulin (insulin zinc extended) is absorbed slowly in its zinc crystalline form. Insulin glargine, a modified human insulin that forms a microprecipitate in the subcutaneous tissue, is released slowly with a peakless delivery of about 20 to 24 hours in most patients (Table 1).
What Are the Major Adverse Effects of Insulin?
Hypoglycemia is the most common adverse effect of insulin therapy. In the Diabetes Control and Complications Trial (type 1 DM),20 intensive therapy increased the risk of severe hypoglycemia, defined as needing the assistance of another person. Severe hypoglycemia was reported by 26% of patients with a mean of 1.9 episodes per patient per year, and 43% of episodes occurred nocturnally. In the UKPDS, patients with type 2 DM receiving insulin therapy had lower HbA1C levels, but 1% to 2% more patients receiving insulin reported at least 1 episode of severe hypoglycemia per year than those patients receiving other therapies. Intensive therapy, with oral medications or insulin, has been shown to increase the risk of episodes of hypoglycemia.8
Generally, patients receiving insulin gain weight. As patients attempt better glycemic control, decreased glycosuria and intermittent overinsulinization can result in hypoglycemia, hunger, and increased caloric intake. In the Diabetes Control and Complications Trial, patients with type 1 DM receiving intensive insulin therapy gained 4.75 kg more than patients receiving conventional therapy during the 3.5- to 9-year study period (P<.001), although waist-hip ratios did not differ between groups.21 In the UKPDS, patients with type 2 DM receiving intensive insulin therapy gained significantly more weight (1.4-2.3 kg) than those patients treated with SUs or metformin.8 Bedtime administration of NPH produces less weight gain than daytime NPH, making bedtime administration a preferred strategy when starting insulin therapy in patients with type 2 DM.22-23 In one study, patients gained less weight with insulin glargine than with conventional therapy with NPH.24
Rapid improvement in diabetes control results in progressive worsening of retinopathy in approximately 5% of patients.25-27 Patients with proliferative retinopathy and who have an HbA1C level greater than 10% are at highest risk of worsening retinopathy.28 In these patients, we recommend reducing the HbA1C level slowly (2% each year) with frequent ophthalmologic examinations (eg, every 6 months or for any symptoms) to ensure aggressive treatment of progressive retinopathy.
What Are the Major Issues Regarding Insulin Delivery?
When prescribing insulin for patients, important issues include insulin pharmacokinetics and compatibility, technological issues, and costs. Insulin absorption variability is the biggest confounder of efforts to mimic physiologic insulin secretion. The onset and duration of action of types of insulin vary greatly when different insulins are mixed, by injection site, and among patients.29 Large doses of human insulins form an insulin depot, unpredictably prolonging the duration of action; this response is less of an issue for the insulin analogues.30 Thus, patients injecting 40 U of NPH insulin into their abdominal region before breakfast may have a significantly different onset and peak of action than the same patients injecting 20 U of NPH in their thigh in the evening; mixing insulin lispro with the morning NPH dose and regular with the evening NPH dose would result in further variation. Insulin glargine may not be mixed with other insulins. Cloudy insulins, for example NPH, must be resuspended before administration, and if done improperly the insulin concentration may vary significantly.31 Importantly, any strategy that increases the consistency of delivery should decrease glucose fluctuations.
Insulin pens are convenient and may help avoid some insulin errors, but insulin cartridges for pens are more expensive than insulin in vials. Patients using insulin pumps must attend to tubing and injection site issues, must closely monitor their blood glucose level, and should have a back-up method of insulin administration.
What Are the Differences Between Physiologic and Nonphysiologic Insulin Regimens?
We refer to regimens that do not mimic normal 
-cell secretion as "nonphysiologic insulin replacement" (Figure 1). "Physiologic insulin replacement" attempts to mimic normal insulin secretion. In general, physiologic regimens replace basal and prandial insulin (often referred to as "bolus") separately. In our experience, physicians and patients frequently misunderstand this key difference.
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Figure 1. Examples of Nonphysiologic Insulin Replacement
Nonphysiologic insulin replacement does not mimic normal -cell insulin secretion. A, Once-daily, long-acting insulin glargine is released with a peakless delivery of approximately 20 to 24 hours in most patients. Glargine achieves steady state at approximately 2 hours. Dashed line indicates the effective duration of glargine continuing through the following day. B, Twice-daily, intermediate-acting neutral protamine Hagedorn (isophane insulin; NPH) and Lente (insulin zinc) are commonly used as basal insulin. Arrows indicate insulin injection.
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Traditionally, NPH was the primary basal insulin and regular was the primary prandial insulin. However, as typically used, each provides both basal and prandial effects. In conventional twice-daily NPH and regular insulin regimens (Figure 2), morning regular insulin is responsible for glucose disposal for breakfast, but its effective duration of 5 to 8 hours also makes it prandial insulin at lunch. After the absorption of breakfast (carbohydrate disposal is usually complete by midmorning), the regular insulin becomes, by definition, basal insulin. The morning NPH insulin is basal insulin after breakfast and lunch absorption are complete, and becomes the primary prandial insulin for lunch. But the relatively quick onset of NPH makes it functionally a component of the breakfast prandial insulin. This regimen requires strict consistency of the timing of injections and meals. Delaying lunch frequently results in hypoglycemia, at least for many patients trying to achieve meticulous glycemic control. Because NPH and regular insulin overlap in the later part of the morning, many patients require midmorning snacks to prevent hypoglycemia (Figure 2).
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Figure 2. Example of Conventional Physiologic Insulin Regimen
Physiologic insulin replacement with intermediate-acting neutral protamine Hagedorn (isophane insulin; NPH) or Lente (insulin zinc) and short-acting regular insulin (shown in a ratio of 70:30) attempts to mimic normal -cell insulin secretion. Each insulin serves as both a basal and a prandial insulin. Meal timing and consistency are important for patients using this regimen. Many patients require a midmorning and bedtime snack to prevent hypoglycemia when the effect of the 2 insulins overlap at late morning and nighttime. Moving the dinnertime NPH injection to bedtime decreases the risk of nocturnal hypoglycemia. Arrows indicate insulin injection.
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Using prandial insulin for each meal (either regular insulin, insulin lispro, or insulin aspart) with separate basal insulin (NPH, Lente, Ultralente, or insulin glargine) adds flexibility to the regimen, and glargine-lispro or glargine-aspart regimens allow patients to skip meals or change mealtimes (Figure 3). This approach requires more injections than with conventional twice-daily physiologic regimens, but surveys show that patients with type 1 DM are injecting insulin more frequently and they prefer the dietary freedom, with education about more complex strategies for their care, rather than simplistic rules.1, 32 In one study, 80% of patients preferred a qualitative strategy and 20% preferred a quantitative strategy to a "simple" but relatively inflexible strategy.33 Dose adjustment is much simpler with true basal-prandial regimens (eg, glargine-lispro) than with insulins that function as both a basal and a prandial insulin (eg, NPH).
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Figure 3. Examples of Physiologic Insulin Delivery Regimen
A, Once-daily glargine with lispro or aspart (shown in a ratio of 50:50) allows patients to skip meals or change mealtimes. Insulins lispro and aspart (rapid acting) are prandial insulins and glargine (long acting) is a basal insulin. This regimen is easier to use since it has true basal and prandial insulins. Dashed line indicates the effective duration of glargine continuing through the following day. Glargine achieves steady state at approximately 2 hours. B, Intermediate-acting neutral protamine Hagedorn (isophane insulin; NPH) and Lente (insulin zinc) are basal insulins. Rapid-acting lispro and aspart insulins are prandial insulins. This regimen (shown in a ratio of 50:50) is more difficult to adjust because NPH can act as both a basal and a prandial insulin. Dashed line indicates the effective duration of NPH or Lente continuing through the following day. Arrows indicate insulin injection.
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How Does the Patient Use Supplements and Adjustments?
Hyperglycemia correction is an important principle of insulin therapy. A supplement is a predetermined dose of rapid- or short-acting insulin used to correct hyperglycemia. Supplements are easier to determine when basal and prandial insulins are administered separately. Supplements are usually injected with the usual prandial dose of insulin. A conservative dose for patients with type 1 DM is an additional 1 U per 50 mg/dL (2.7 mmol/L) above the target blood glucose level. For patients with type 2 DM, we recommend 1 U of supplemental insulin per 30 mg/dL (1.7 mmol/L) above the target glucose level.
If patients are using insulin supplements between meals, they must beware of "insulin stacking." Injecting additional short- or rapid-acting insulin 1 hour after a dose of regular and NPH insulin would result in insulin stacking and in predictable hypoglycemia within several hours because most of the previously injected insulin has not been absorbed. If patients are to inject supplements less than 3 hours after a previous insulin dose, they can decrease the supplement by 50%. Patients who exercise may be required to adjust their dose of rapid-acting insulin analogues. Patients who exercise early in the postprandial period (1-3 hours) may need to decrease their dose of rapid-acting insulin by 75%, whereas patients who exercise later in the postprandial period may require a smaller or no change in dose.34-35
An "adjustment" means changing the dose of any type of insulin based on a consistent pattern of blood glucose levels. For example, the adjustment for a patient receiving bedtime NPH insulin who has frequent fasting hypoglycemia would be to decrease the bedtime insulin dose. Aggressive but careful adjustments based on patients' injection timing meal patterns and activity levels are key to excellent long-term glucose control.
Why Is It Important for Patients to Self-monitor?
While there is little controversy that all patients receiving insulin should perform self-monitoring of blood glucose tests, there is disagreement about the frequency and timing of the tests. For type 1 DM, the American Diabetes Association suggests 3 or more tests per day.29 The data are less clear for patients with insulin-requiring type 2 DM. Many type 2 DM studies exclude patients receiving insulin, lump insulin users and nonusers, and were conducted before the availability of insulin analogues and improved self-monitoring of blood glucose equipment. A recent study suggests self-monitoring of blood glucose is associated with improved control in patients with type 2 DM who use the results to adjust insulin doses.36
What Regimens Are Best for Patients With Type 1 DM?
Type 1, autoimmune, DM occurs in adults of all ages, including obese patients with phenotypic type 2 DM. Latent autoimmune DM (also known as LADA) of adults can be confused with type 2 DM early in diagnosis, but patients become insulinopenic relatively rapidly.37
Nonphysiologic Regimens. Some newly diagnosed patients with type 1 DM or latent autoimmune DM of adults who are still producing endogenous insulin may do well receiving once- or twice-daily basal insulin injections before they progress to complete -cell failure (Figure 1). The time to complete insulin deficiency varies, but it is generally longer in adults than in children. Even with euglycemia, few physicians would recommend discontinuing insulin completely because intensive insulin therapy appears to promote -cell preservation.9-10,38 Data are not available to date to compare different nonphysiologic insulin regimens in this patient population.
Physiologic Regimens (Table 2). In patients with severe insulin deficiency, replacement of both prandial and basal insulin components is required. In patients with type 1 DM and no endogenous insulin secretion, it is very difficult to safely reach target HbA1C level (<7%) with conventional insulin therapy, twice-daily NPH, and regular insulin (as shown in Figure 2). This regimen is difficult to adjust, and it is relatively inflexible because it uses both insulin components as both a prandial and a basal insulin. Moving NPH insulin from dinnertime to bedtime was first suggested in the 1980s as a strategy to optimize this conventional regimen.39 Mixed NPH and regular insulin are given before breakfast, regular insulin is injected before dinner, and NPH is given at bedtime. A recent randomized, crossover study confirmed that this bedtime NPH strategy reduces both HbA1C levels and nocturnal hypoglycemic episodes in patients with type 1 DM.40
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Table 2. Available Insulin Delivery Systems and the Cost of a Physiologic Regimen With Each System
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Overall, patients using insulin analogues (lispro, aspart, glargine) in physiologic regimens (Figure 3A), including patients with hypoglycemia unawareness, have fewer hypoglycemic episodes than patients using traditional insulins (regular and NPH).41-46 Because of shorter duration of action, insulin lispro (introduced in the United States in 1996) and insulin aspart are only used as prandial insulins or in CSII programs. When patients use insulins lispro or aspart, they have fewer episodes of severe hypoglycemia and nocturnal hypoglycemia than with regular insulin47-50 (eTable 142-44,46, 50-72 and eTable 212, 24, 27, 41, 53-67,72-83). Lag time depends on the onset of action of the prandial insulin used (eg, 30 minutes for regular insulin and none for insulin lispro or aspart). An inadequate lag time results in postprandial hyperglycemia and in later risk of hypoglycemia. Patient compliance with the recommended 30-minute lag time for regular insulin is 30% to 70% (patients inject insulin closer to or at mealtime.84-85 The lack of required lag time for rapid-acting insulins and improved matching of action with carbohydrate absorption explain their clinical advantage (Figure 3).
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eTable 1. Randomized Controlled Trials of Standard Human Insulins vs Currently Available Insulin Analogues in Type 1 Diabetes Mellitus
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eTable 2. Randomized Controlled Trials Comparing Insulin Regimens in Type 2 Diabetes Mellitus
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Data on regimens using rapid-acting analogues with basal NPH are mixed (Figure 3B). Improvements in HbA1C levels have not been seen when analogues are given with basal NPH provided once or twice daily, because the improvement in postprandial hyperglycemia seen with the rapid-acting analogues is negated by higher preprandial and overnight glycemia (compared with regular insulin). One study using small doses of NPH given with insulin lispro before each meal and at bedtime, to better control basal needs between meals, showed decreased HbA1C levels and episodes of hypoglycemia.62 However, in a recent study of patients with type 1 DM receiving NPH basal insulin (1-2 injections per day) with prandial lispro, adding an additional injection of NPH at lunchtime in an attempt to give smoother basal control resulted in 6.9 more episodes of severe hypoglycemia per patient-year (P = .007).86 Ultralente, which is longer acting than NPH or Lente, was developed to improve basal insulin delivery. However, twice-daily Ultralente, as compared with Lente, mildly improves fasting glucose levels but increases episodes of hypoglycemia.87
Insulin glargine became available in the United States in 2001. Theoretically, this peakless, long-acting basal insulin analogue should reduce hypoglycemia and improve glycemic control.88 In actuality, reductions in episodes of hypoglycemia, especially nocturnal hypoglycemia, occur consistently whereas reductions in HbA1C levels have been more difficult to achieve (eTable 1 and eTable 2). A large multicenter trial of patients with type 1 DM using insulin glargine with prandial regular insulin showed no change in HbA1C levels, although 25% fewer hypoglycemic episodes were noted.42 When insulin lispro was used as the prandial insulin, no differences in HbA1C levels or hypoglycemic epsisodes were observed, but patients receiving glargine gained slightly less weight.63 When glargine and lispro were compared with NPH and regular insulin in adolescents, results of HbA1C levels were similar, but the glargine-lispro regimen produced fewer hypoglycemic episodes.61 However, in a population with a lower baseline HbA1C level (7.1%), substituting insulin glargine for NPH, with prandial insulin lispro, decreased hypoglycemic episodes and HbA1C levels.89
It may be that the main impact of physiologic insulin regimens and insulin glargine in particular is that the separation of prandial and basal components improves our understanding of insulin use, simplifies dosing adjustments, and allows patients more flexibility in meal timing. With a distinctly different basal insulin component (glargine or pump therapy), patients need approximately half of their insulin as basal insulin. When initiating a basal-prandial regimen, patients should decrease the calculated 50% basal insulin dose by 20% to avoid hypoglycemia. Using this calculation, one third of patients are receiving the correct dose, one third need more, and one third need less basal insulin.90
When Should Insulin Be Used in Type 2 DM?
Most patients with type 2 DM will eventually need insulin. Insulin therapy was started in patients with type 2 DM with a mean HbA1C level of 10.4% in the United States,91 and the UKPDS92 showed that -cell failure is progressive; 50% of normal -cell function at diagnosis with a steady decline following diagnosis (Figure 4). Concomitantly, 53% of patients with type 2 DM initially treated with SUs required insulin therapy by 6 years, and almost 80% required insulin by 9 years.93-94 Although we may be diagnosing DM earlier and thus altering this time frame, physicians should consider starting insulin therapy in patients whose HbA1C level approaches 8% despite optimal oral therapy.
Improved glycemic control delays or prevents complications in patients with type 2 DM,8, 95-96 although patients often need an insulin dosage of greater than 100 U/d to achieve glycemic control.94 Patients with type 2 DM often resist physician recommendations to start insulin therapy, partly because of misperceptions that starting insulin means the patient and physician have failed. Several unmasked studies suggest that switching from oral agents to the use of insulin in patients with type 2 DM improves treatment satisfaction, general well being, and quality of life, especially if patients previously had poor glycemic control.22, 75, 79, 97 When choosing an insulin regimen, the benefits of intensive therapy must be tempered by cost and ease of regimen. In general, treatment satisfaction is better with simpler regimens. Patients allocated to strict control (fasting plasma glucose level <117 mg/dL [6.5 mmol/L]) or less strict control (fasting plasma glucose level <153 mg/dL [8.5 mmol/L]) for 1 year reported improved mood and general well being if their HbA1C level decreased 1% or more, but strict targets increased perceived treatment burden.98 It has been shown that patients prefer insulin glargine to NPH,66 twice-daily NPH to Ultralente, and insulin pen administration or premixed insulin to free-mixed insulin administered with syringes.99-103
What Is the Best Regimen for Patients With Type 2 DM?
Combination Oral Agent/Insulin Therapy. When using bedtime basal insulin (NPH or glargine), continuing 1 or 2 daytime oral medications is reasonable (eTable 36, 8, 15, 94, 97, 104-132,134-146). Metformin with insulin results in similar metabolic control, less weight gain, lower insulin doses, and fewer hypoglycemic episodes than insulin alone or insulin/SU therapy.97, 113-114,119-120,140, 144 Thus, metformin and insulin may be the best combination for the majority of patients with type 2 DM who do not have contraindications. However, it should be emphasized that the goal is the target HbA1C level, not lower insulin dose. Patients who must discontinue metformin because of increasing plasma creatinine levels should have their insulin dose increased 20% to 36% to maintain glycemic control.147
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eTable 3. Randomized Controlled Trials of Combination Therapy With Available Oral Agents and Human or Animal Insulin
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Combining SUs with insulin lowers insulin doses (25%-50%) with less weight gain, but increases cost.105, 110, 119, 123-125,127, 148 Sulfonylureas increase endogenous insulin secretion (C-peptide) early in the disease process. Improvement of HbA1C with SU use in the UKPDS was in patients whose HbA1C levels were well below 10%.93 As insulin production declines and HbA1C levels approach 10%, the combination of insulin and SUs eventually becomes ineffective.149
Insulin secretagogues include the SUs and the glinides. Glinides are functionally short-acting SUs and may improve prandial control with or without basal insulin. Not enough data are available to date to endorse their use,150 especially given their cost, although they may be beneficial in patients with hypoglycemia or who skip meals.
Although thiazolidinediones (TZDs) are effective insulin sensitizers, combined TZD/insulin therapy has been problematic, and TZDs are expensive. Troglitazone was taken off the market due to liver failure, but one randomized trial comparing intensive insulin monotherapy vs insulin with either metformin or troglitazone showed that all therapies lowered HbA1C levels effectively.151 Patients gained about 4.4 kg while receiving insulin or insulin/troglitazone, but only 0.5 kg while receiving insulin/metformin. Troglitazone significantly reduced the dose of insulin but caused the same rate of hypoglycemic episodes as insulin (2 per month), while patients receiving insulin/metformin reported no hypoglycemia. Pioglitazone and rosiglitazone should not be used with patients in New York Heart Association (NYHA) class III or IV heart failure, and patients' liver function must be monitored. Significant weight gain, pulmonary edema, and heart failure are increasingly associated with TZDs.152 Given these issues, combination TZD/insulin therapy should be used with caution.
Insulin Therapy. The goals of insulin therapy in both type 1 and type 2 DM are to reach the target HbA1C level with a low rate of hypoglycemic episodes and the least amount of weight gain (eTable 2). However, goals must be individualized since older patients with type 2 DM and with no complications may not benefit from intensive therapy. When starting insulin therapy in patients continuing daytime insulin secretagogues or metformin, with an HbA1C level less than 9.5% to 10%, bedtime basal insulin therapy is effective, convenient, and produces less weight gain.22-23,73 Compared with NPH, basal insulin glargine is associated with 25% fewer nocturnal hypoglycemic episodes, better postdinner control, and slightly less weight gain at twice the cost.24, 41 Both NPH and glargine are easily adjusted based on fasting blood glucose levels. Once-daily Ultralente insulin produces more hypoglycemic episodes than twice-daily NPH despite a higher HbA1C level.75 If nocturnal hypoglycemia is an issue and glargine is not an option, prandial lispro with SU lowers HbA1C levels with fewer hypoglycemic episodes than NPH with SU.146
With progressive -cell exhaustion, patients will be more successful in achieving glycemic control with progressively more physiologic regimens. Premixed insulins, given twice daily, (70% NPH/30% regular [70N/30R], 70% NP [neutral protamine]/30% aspart [A] [BIAsp], and 75% NPL/25% lispro [L]) are convenient but no prandial insulin is given for lunchtime. BIAsp improves postbreakfast/dinner blood glucose levels, but not HbA1C levels, and decreases severe hypoglycemic episodes by 50% when compared with 70N/30R. Patients who are uncontrolled (ie, not achieving glycemic control) receiving premixed insulin regimens can often achieve control at the same insulin dose by adding lunchtime prandial insulin and by decreasing the morning insulin accordingly. Prandial insulin lispro is associated with fewer episodes of nocturnal hypoglycemia than regular insulin.82 Another trial of lispro vs regular, with twice-daily basal Lente or Ultralente, showed a lower HbA1C level with lispro at similar insulin doses.67 Prandial therapy with lispro vs bedtime therapy with NPH lowers HbA1C levels without additional hyperglycemia.81 Importantly, patients with type 2 DM may require large insulin doses (>1 U/kg) to reach an HbA1C level less than 7%.6, 153-154
What Are the Advantages of Insulin Pump Therapy?
Patients with type 1 DM receiving CSII therapy show more improvement in HbA1C levels than patients receiving intensive multiple injection therapy155; but it remains to be seen whether CSII will reduce the risk of microvascular complications. Compared with multiple injection therapy, CSII reduces hypoglycemic events up to 74%.155 Intensive insulin therapy reduces costs by decreasing complications; and a study of CSII vs multiple injection therapy in peripartum patients with type 1 DM shows equal costs, but patients preferred pump therapy.156
An external pump is programmed to deliver individualized basal rates of short- or rapid-acting insulin (usually 0.5-1.5 U/h). Since patients receiving CSII need less insulin, it has been recommended to decrease the total daily dose by 20% to 30% and then use 50% of that reduced dose as basal insulin.2 Prandial (bolus) insulin is given by manual activation. Rapid-acting insulins have been shown to be superior to regular insulin in a CSII program because of improved prandial control.52, 70
The main indications for pump use in patients with type 2 DM without significant C-peptide secretion are severe hypoglycemia and wide fluctuations of glucose levels.27, 80 However, physiologic regimens with insulin glargine and lispro or aspart probably offer the same benefits at lower cost, albeit with more injections.
What Other Approaches Improve Outcomes or Reduce Costs?
While the practice of diabetes care is now increasingly precise, the complexities of care and compliance issues are overwhelming for many physicians. Improving systems of diabetes care may improve glycemic control compared with standard care as shown by (1) frequent insulin dose adjustment by nurse educators via telephone lowered the HbA1C level from 9.4% to 7.8% (0.3% more than standard care)157; (2) "telecare" (transmitted data and telephone advice) improved HbA1C levels 1% (vs 1.2%) and saved patients considerable travel time158; and (3) using computer decision models for adjustments of insulin doses lowered HbA1C levels approximately 12% and decreased the rate of hypoglycemic episodes by 50% per week.159-160
COMMENT
