Criticality Analysis of Diabetic Gait Within a Primary Care Pediatric

Status Completed

Clinical Trial Summary

One of the difficulties with diabetes care is the problem of predicting progression to more severe stages using current measures (for example blood glucose, HbA1c). This feasibility study aims to use Criticality Analysis (CA) of gait to monitor the progression of the condition as well as identifying individuals at risk of developing diabetes among children in Mexico.The study will investigate whether gait analysis can be used as a fast, reliable and cost effective way to detect individuals at risk of developing Type 2 Diabetes (T2DM) as early treatment could reduce the number of cases that develop into full T2DM.

Clinical Trial Description

This feasibility study aims to the do the following:

1. To evaluate the use of Criticality Analysis of Gait as means of Diabetes assessment.

2. To design and set up a clinical feasibility study in a hospital (Hospital Infantil de Mexico) with adolescent patients on different clinical stages of type 2 Diabetes mellitus (DM).

3. To analyse the collected data and validate Gait data analysis as mechanism for identifying and monitoring pre-diabetic teenagers.

4. To use the feasibility study conducted in Mexico to develop a robust method using Gait analysis for diabetes prevention and management.

Participants will be selected from the Primary Care Pediatric Clinic for Obese Children (PAIDOS) in the Hospital Infantil de México Federico Gómez, Mexico City, Mexico. Sixty participants will be selected and divided into three groups: 40 obese non-diabetic subjects, 10 with Type 2 Diabetes and 10 healthy subjects as controls. Obese participants within the Paidos clinic will undergo standard clinical care that includes dietary prescription of caloric intake according to height, 150 min weekly physical activity, group cognitive-behavioural intervention, 6 session of obesity awareness and educational program.

Gait will be recorded in all groups using a sensor on the 4th vertebrae of the lumbar spine, once a week across 6 weeks during the routine PAIDOS clinic. Critical changes in walking control, stride frequency and length will be observed as individuals change speed; effectively stressing their mobility. The study will be repeated after 3-6 months as a follow up.

Data analysis will be performed in a semi-blind manner in order to test the efficacy of the criticality analysis Rate control of Chaos (RCC) model. In order to provide an objective measure of analysis, the anonymised data will be presented to the nonlinear RCC models, where results can be extracted and compared afterwards to known states. ;

Study Design

Related Conditions & MeSH terms

Clinical Trial Details

NCT number	NCT03943108
Study type	Observational
Source	Hospital Infantil de Mexico Federico Gomez
Contact
Status	Completed
Phase
Start date	June 24, 2019
Completion date	February 28, 2020

View Details

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Clinical trials are conducted in a series of steps, called phases - each phase is designed to answer a separate research question.

Phase 1: Researchers test a new drug or treatment in a small group of people for the first time to evaluate its safety, determine a safe dosage range, and identify side effects.
Phase 2: The drug or treatment is given to a larger group of people to see if it is effective and to further evaluate its safety.
Phase 3: The drug or treatment is given to large groups of people to confirm its effectiveness, monitor side effects, compare it to commonly used treatments, and collect information that will allow the drug or treatment to be used safely.
Phase 4: Studies are done after the drug or treatment has been marketed to gather information on the drug's effect in various populations and any side effects associated with long-term use.

Criticality Analysis of Diabetic Gait Within a Primary Care Pediatric Clinic for Obese Children (PAIDOS) — PAIDOS

Clinical Trial Summary

Clinical Trial Description

Study Design

Related Conditions & MeSH terms