Related Experiment Video
Updated: Apr 28, 2026

12:08
Improving IV Insulin Administration in a Community Hospital
Published on: June 11, 2012
19.7K
Recommendations for Insulin Dose Calculator Risk Management.
1Roche Diagnostics Operations, Indianapolis, IN, USA christen.rees@gmail.com christen.rees@roche.com.
Journal of Diabetes Science and Technology
|May 31, 2014
Summary
Automated insulin dose advisors improve diabetes management but lack standardized regulations. Risk management strategies, guided by existing medical device standards, are crucial for safe and effective development.
Area of Science:
- Medical device regulation
- Diabetes technology
- Glycemic control
Background:
- Automated insulin dose advisors (BAs) show promise for improving glycemic control in diabetes patients.
- Current BAs lack standardized dosage calculations and may pose risks.
- Increasingly stringent regulations complicate the approval process for medical device software.
Purpose of the Study:
- To review the use, benefits, and safety of automated insulin dose advisors.
- To identify regulatory challenges and risk management needs for BAs.
- To recommend risk management activities for BA development and regulatory submissions.
Main Methods:
- Comprehensive literature search on diabetes BAs, infusion pump safety, and medical device regulations.
- Inclusion of country-specific and international guidance documents.
- Analysis of risk management requirements for BAs.
Main Results:
- No specific worldwide guidance exists for BA risk management.
- Existing medical device, infusion pump, and software regulations offer applicable guidance.
- Algorithm-specific risk management exercises can aid regulatory submissions.
Conclusions:
- Manufacturers can leverage existing regulatory frameworks for BA development.
- Algorithm-specific risk management is essential for navigating regulatory pathways.
- Standardized guidance for BAs would enhance patient safety and device adoption.
Related Concept Videos
Insulin: Dosing Regimen and Adverse Effects
1.3K
Insulin-replacement therapy usually includes both long-acting insulin (basal) and short-acting insulin (to cater to postprandial needs). In a diverse group of type 1 diabetes patients, the average daily insulin dose is typically 0.5-0.7 units/kg body weight. However, obese patients and pubertal adolescents may need more due to insulin resistance.
The basal dose constitutes about 40%-50% of the total daily dose, with the rest as premeal insulin. The mealtime insulin dose should mirror...
The basal dose constitutes about 40%-50% of the total daily dose, with the rest as premeal insulin. The mealtime insulin dose should mirror...
1.3K
Insulin Formulations: Types and Delivery
1.2K
Insulin preparations are categorized by their duration of action into short-acting and long-acting types. Two strategies are used to modify insulin's absorption and pharmacokinetic profile: slowing the absorption post-subcutaneous injection, or altering human insulin's amino acid sequence or protein structure. These changes retain the insulin's ability to bind to the insulin receptor, but alter its behavior in solution or after injection.
Short-acting insulins are divided into...
Short-acting insulins are divided into...
1.2K
Drug Dosing: Obese Patients
364
In the United States, obesity is a prominent concern. It is linked to heightened mortality rates due to increased occurrences of conditions such as hypertension, atherosclerosis, coronary artery disease, and diabetes compared to nonobese individuals. A patient is classified as obese if their actual body weight surpasses the ideal or desirable body weight by 20%, based on Metropolitan Life Insurance Company data. Ideal body weights consider average weights and heights for males and females...
364
Diabetes Mellitus: Overview and Type I Subtype
5.4K
Diabetes mellitus is a chronic metabolic disorder characterized by high blood glucose levels due to inadequate insulin production, insulin resistance, or both. The condition affects millions worldwide and can significantly impact their health and quality of life.
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
5.4K
Diabetes Mellitus: Type 2 and Gestational
4.9K
Type 2 diabetes, characterized by insulin resistance, arises when the insulin receptors on cells lose responsiveness to insulin, diminishing the cell's capacity to take up glucose, resulting in elevated blood glucose levels. To receive a diagnosis of Type 2 diabetes, a series of blood glucose tests are necessary to assess whether the blood glucose falls within normal parameters. If the result is out of the normal range, a patient may be diagnosed as prediabetic or diabetic, depending on the...
4.9K
Diabetes: Management and Pharmacotherapy
1.5K
The therapy for diabetes aims to alleviate hyperglycemia-related symptoms, prevent acute metabolic decompensation, and reduce chronic end-organ complications. Glycemic control is evaluated through short-term (self-monitoring, continuous glucose monitoring) and long-term (A1c, fructosamine) metrics, enabling near real-time tracking of blood glucose levels and reflecting glycemic control over specific time frames.
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
Insulin remains the cornerstone of treatment for most patients with type 1 and many...
1.5K

