Qualitative analysis of subcutaneous Lispro and regular insulin injections for stress hyperglycemia: a pilot numerical study.
Increased glucose variability (GV) is an independent risk factor for mortality in the critically ill; unfortunately, the optimal insulin therapy that minimizes GV is not known. We simulate the glucose-insulin feedback system to study how stress hyperglycemia (SH) states, taken to be a non-uniform group of physiologic disorders with varying insulin resistance (IR) and similar levels of hyperglycemia, respond to the type and dose of subcutaneous (SQ) insulin. Two groups of 100 virtual patients are studied: those receiving and those not receiving continuous enteral feeds. Stress hyperglycemia was facilitated by doubling the gluconeogenesis rate and IR was stepwise varied from a borderline to a high value. Lispro and regular insulin were simulated with dosages that ranged from 0 to 6 units; the resulting GV was analyzed after each insulin injection. The numerical model used consists of a set of non-linear differential equations with two time delays and five adjustable parameters. The results show that regular insulin decreased GV in both patient groups and rarely caused hypoglycemia. With continuous enteral feeds and borderline to mild IR, Lispro showed minimal effect on GV; however, rebound hyperglycemia that increased GV occurred when the IR was moderate to high. Without a nutritional source, Lispro worsened GV through frequent hypoglycemia episodes as the injection dose increased. The inferior performance of Lispro is a result of its rapid absorption profile; half of its duration of action is similar to the glucose ultradian period. Clinical trials are needed to examine whether these numerical results represent the glucose-insulin dynamics that occur in intensive care units, and if such dynamics are present, their clinical effects should be evaluated.
Division of Trauma, Acute Care and Critical Care Surgery, Pennsylvania State College of Medicine, 500 University Drive, UPC II, Suite 3100, Hershey, PA 17033, United States. Electronic address: af.doc.mil@gmail.com.
Richard J
RJ
Strilka
Division of Trauma, Acute Care and Critical Care Surgery, Pennsylvania State College of Medicine, 500 University Drive, UPC II, Suite 3100, Hershey, PA 17033, United States.
Scott B
SB
Armen
Division of Trauma, Acute Care and Critical Care Surgery, Pennsylvania State College of Medicine, 500 University Drive, UPC II, Suite 3100, Hershey, PA 17033, United States.
Matthew C
MC
Indeck
D004305:Dose-Response Relationship, Drug; D005943:Gluconeogenesis; D006801:Humans; D006943:Hyperglycemia / Q000097:blood* / Q000188:drug therapy*; D007004:Hypoglycemic Agents / Q000008:administration & dosage / Q000493:pharmacokinetics*; D007279:Injections, Subcutaneous; D061268:Insulin Lispro / Q000008:administration & dosage / Q000493:pharmacokinetics*; D008954:Models, Biological; D010865:Pilot Projects; D013997:Time Factors
D007004:Hypoglycemic Agents; D061268:Insulin Lispro
Glucose variability; Insulin therapy; Mathematical model; Numerical simulation