Evidence map›Paper›PMID 24876428›Full record

Trial reportJournal of diabetes science and technology2014

Application of PK/PD modeling and simulation to dosing regimen optimization of high-dose human regular U-500 insulin.

Amparo de la Peña, Xiaosu Ma, Shobha Reddy, Fernando Ovalle, Richard M Bergenstal, Jeffrey A Jackson

Open access · bronzeAbstract readClinical Trial
In one paragraph

Trial report in Journal of diabetes science and technology, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
3.2field-weighted citation impact, top 8% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

16 citing papers in PubMed, 37 citations in OpenAlex.

  1. Trial
  2. Trial
  3. Article
  4. Article
  5. The Injection Technique Factor: What You Don't Know or Teach Can Make a Difference.Clinical diabetes : a publication of the American Diabetes Association · 2019
    Article
  6. Article
  7. Human Regular 500 units/mL Insulin Therapy: A Review of Clinical Evidence and New Delivery Options.Clinical diabetes : a publication of the American Diabetes Association · 2018
    Article
  8. Article
  9. Article
  10. Article
  11. Indian Injection Technique Study: Population Characteristics and Injection Practices.Diabetes therapy : research, treatment and education of diabetes and related disorders · 2017
    Article
  12. Article
  13. Review
  14. Are you ready for more insulin concentrations?Journal of diabetes science and technology · 2015
    Review
  15. Article
  16. High Concentration Insulin.Indian journal of endocrinology and metabolism
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors at 2 institutions in 1 country.

Amparo de la PeñaEli Lilly and Company, Indianapolis, IN, USA adelapa@lilly.com.
Xiaosu MaEli Lilly and Company, Indianapolis, IN, USA.
Shobha ReddyEli Lilly and Company, Indianapolis, IN, USA.
Fernando OvalleUAB Comprehensive Diabetes Center, Division of Endocrinology, Diabetes & Metabolism, University of Alabama at Birmingham School of Medicine, Birmingham, AL, USA.
Richard M BergenstalInternational Diabetes Center, Park Nicollet Institute, Minneapolis, MN, USA.
Jeffrey A JacksonLilly USA, Indianapolis, IN, USA.
Eli Lilly (United States) · USUniversity of Alabama at Birmingham · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Pharmacokinetic/pharmacodynamic (PK/PD) studies of human regular U-500 insulin (U-500R) at high doses commonly used in clinical practice (>100 units) have not been performed. The current analysis applied PK/PD modeling/simulation to fit the data and simulate single-dose and steady-state PK/PD of U-500R high-dose regimens. Data from 3 single-dose euglycemic clamp studies in healthy obese and normal-weight patients, and normal-weight patients with type 1 diabetes were used to build the model. The model was sequential (PK inputs fed into PD component). PK was described using a 1-compartment model with first-order absorption and elimination. The model estimated separate absorption rate constants for U-500R and human regular U-100 insulin. The PD component used an effect compartment model, parameterized in terms of maximum pharmacologic effect (E(max)) and concentration to achieve 50% of E(max). The model described the data well. Steady-state PK for once-daily (QD), twice-daily (BID), or thrice-daily (TID) administration appeared to be reached 24 hours after the first dose. At steady-state, QD dosing showed the greatest fluctuations in PK/PD. BID dosing showed a gradual increase in insulin action with each dose and a fairly stable basal insulin effect. For TID dosing, activity was maintained throughout the dosing interval. PK/PD modeling/simulation of high U-500R doses supports BID or TID administration with an extended duration of activity relative to QD. TID dosing may provide slightly better full-day insulin effect. Additional PK/PD studies and randomized controlled trials of U-500R are needed to validate model predictions in patients with insulin-resistant diabetes requiring high-dose insulin.

Indexed as

AdultAlgorithmsComputer SimulationCross-Over StudiesDiabetes MellitusDose-Response Relationship, DrugDrug Administration ScheduleFemaleGlucose Clamp TechniqueHumansHypoglycemic AgentsInsulinMaleModels, StatisticalObesityReproducibility of ResultsHypoglycemic AgentsInsulindosingmodelingpharmacodynamicspharmacokineticssimulationtime action profileU-500 regular human insulin

Identifiers

PMID24876428
PMCPMC4764242
OpenAlexW2016687079

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.