Type 1 DiabetesNCT05646017
Effect of Heatwave Over Glycemic Control in Patients With T1D
An observational study of Type 1 Diabetes, run by Castilla-La Mancha Health Service at 9 sites in Spain.
Trial summary
Observational study about effect of the greatest Spanish heatwave over glycemic contro in adult patients with type 1 Diabetes mellitus. Read more about this study
- Who is it for?
- Ages 18 to 99 years
- Conditions the study is for
- Type 1 Diabetes
- What is being tested?
- Intermittenly scanned continuous glucose monitoring
- Type of treatment
- Medical device
- How many people
- 2,701 participants
- Where
- 9 sitesSpain
- Study dates
- 15 Dec 2022to 31 Jan 2023
- Phase
- Observational
- Are there results?
- None posted in the registry
Key requirements
Who can take part, as listed by the sponsor. Only the study team can confirm whether you are eligible, so take this list to your doctor.
- Ages 18 to 99 years
- All sexes
- No healthy volunteers
- Adult, Older adult
Study population: Adult type 1 diabetes patients using intermittently scanned continuous glucose monitoring during and after the greatest Spanish heatwave.
Who may be able to join
- Type 1 diabetes
- Older than 18 years old
- Using intermittently scanned continuous glucose monitoring (isCGM)
- Paired active isCGM data from the heatwave period and two consecutive weeks
Who cannot join
- Younger than 18 years old
- Not using intermittently scanned continuous glucose monitoring
- Not having active paired isCGM data from the analyzed periods
Trial locations and contacts
9 sites in 1 country.
9 sites in 1 country
Spain9 sites
Albacete University Hospital
Albacete, 02006
La Mancha-Centro Hospital
Alcázar de San Juan, Ciudad Real, 13600
Ciudad Real General University Hospital
Ciudad Real, 13005
Virgen de la Luz University Hospital
Cuenca, 16002
Guadalajara University Hospital
Guadalajara, 19002
Santa Barbara Hospital
Puertollano, Ciudad Real, 13500
Virgen del Prado Hospital
Talavera de la Reina, Toledo, 45600
Toledo University Hospital
Toledo, 45007
Valdepeñas General Hospital
Valdepeñas, Ciudad Real, 13300
About this study
Official title: Effect of the Greatest Spanish Heatwave Over Glycemic Control in Adult Patients With Type 1 Diabetes
Observational study about effect of the greatest Spanish heatwave over glycemic contro in adult patients with type 1 Diabetes mellitus.
Read the detailed description
Cross-sectional retrospective analysis of all patients with T1D in Castilla-La Mancha (south-central Spanish region) using intermittently scanned continuous glucose monitoring (isCGM). Glycometric data obtained through deidentified downloads from isCGM´s webpage. Primary outcome was time in range (TIR) 3.0-10 mmol/L (70-180 mg/d) change after the heatwave. Data analysis is conducted using SPSS (Chicago, IL) statistics software. Results are presented as mean ± SD values or percentages. A paired Student's t-test or a Wilcoxon signed-rank test were used for the analysis of differences. Comparisons between proportions were analyzed using a chi-squared test. A P value < 0.05 was considered statistically significant. The protocol was approved by the reference Castilla-La Mancha Public Health Institute Ethic Committee.
- Conditions
- Type 1 Diabetes
- Being tested
- Intermittenly scanned continuous glucose monitoring
- Keywords
- Diabetes, Type 1 diabetes
- Medical subject headings
- Diabetes Mellitus, Type 1, Diabetes Mellitus
What participants receive
What participants receive. In a randomised study each person is assigned to one group by chance.
Intermittenly scanned continuous glucose monitoringDevice
Also called FreeStyle Libre, isCGM, FSL
Use of Intermittenly scanned continuous glucose monitoring (FreeStyle Libre)
| Study group | Role | What they receive |
|---|---|---|
| Type 1 diabetes patients | Type 1 diabetes patients using intermittently continuous glucose monitoring during the Spanish greatest heatwave in Castilla-La Mancha (Spain). Receives: Device: Intermittenly scanned continuous glucose monitoring |
What is being measured
The primary outcome is the main question the study is designed to answer.
Change in Time in range
Change in Time in range (TIR) 3.0-10 mmol/L (70-180 mg/d) of interstitial glucose from the heatwave period to 14 days after its end
Measured: 14 days
Secondary outcomes (10)
Change in Adherence to Flash 1
Change in Time of use of intermittently scanned continuous glucose monitoring (% possible time of use) from the heatwave period to 14 days after its end
Measured: 14 days
Change in Adherence to Flash 2
Change in Number of intermittently scanned continuous glucose monitoring daily scanning (number of scans/day) from the heatwave period to 14 days after its end
Measured: 14 days
Change in Time below range 1 (TBR1)
Change in Time bellow range <3.9 mmol/L (<70 mg/dL) of the interstitial glucose from the heatwave period to 14 days after its endfrom the heatwave period to 14 days after its end
Measured: 14 days
Change in Time below range 2 (TBR2)
Change in Time bellow range <3 mmol/L (<54 mg/dL) of the interstitial glucose from the heatwave period to 14 days after its end
Measured: 14 days
Change in Time above range 1 (TAR1)
Change in Time above range >10 mmol/L(>180 mg/dL) of the interstitial glucose from the heatwave period to 14 days after its end
Measured: 14 days
Change in Time above range 2 (TAR2)
Change in Time above range >13.9 mmol/L (>250 mg/dL) of the interstitial glucose from the heatwave period to 14 days after its end
Measured: 14 days
Change in Coefficient of variation percentage (CV)
Change in Coefficient of variation percentage of interstitial glucose from the heatwave period to 14 days after its end
Measured: 14 days
Change in Glucose management index
Change in Glucose management index of interstitial glucose from the heatwave period to 14 days after its end
Measured: 14 days
Change in Time in hypoglycemia
Change in Daily time in hypoglycemia (<3.9 mmol/L, <70 mg/dL) of interstitical glucose from the heatwave period to 14 days after its end
Measured: 14 days
Change in Hypoglycemia frequency
Change in Number of daily hypoglycemic events (<3.9 mmol/L, <70 mg/dL) of interstitical glucose from the heatwave period to 14 days after its end
Measured: 14 days
Timeline
From the start of the study to its completion; the mark is today. Estimated dates are the sponsor’s plan.
- First posted12 Dec 2022
- Study start15 Dec 2022
- Primary completion1 Jan 2023
- Study completion31 Jan 2023
Resources
- Official record on ClinicalTrials.govThe registry entry this page is built from, with its full change history.
- Publications (4)Papers the sponsor has linked to this study.
- Other trials for Type 1 DiabetesStudies of the same condition, open and under way.
- What the trial phases meanHow a treatment moves from first tests in people to approval.
More details
For doctors and researchers: how the study is designed, who runs it, and its registry IDs.
Study design
- Study type
- Observational
- Observational model
- Cohort
- Time perspective
- Retrospective
- Enrolment
- 2,701 participants (actual)
Sponsor and investigators
- Lead sponsor
- Castilla-La Mancha Health Service
- Sponsor type
- University, hospital or other
- Responsible party
- Sponsor
IDs, dates and publications
- ClinicalTrials.gov ID
- NCT05646017
- Sponsor's protocol ID
- C-566
- Status last verified
- Feb 2023
- First submitted
- 2 Dec 2022
- Last updated
- 10 Feb 2023
- Results posted
- No
- Data monitoring committee
- No
- FDA-regulated drug
- No
- FDA-regulated device
- No
- Individual data sharing
- No: Under other researchers request.
Publications
Song X, Jiang L, Zhang D, Wang X, Ma Y, Hu Y, Tang J, Li X, Huang W, Meng Y, Shi A, Feng Y, Zhang Y. Impact of short-term exposure to extreme temperatures on diabetes mellitus morbidity and mortality? A systematic review and meta-analysis. Environ Sci Pollut Res Int. 2021 Nov;28(41):58035-58049. doi: 10.1007/s11356-021-14568-0. Epub 2021 Jun 8.
PubMed 34105073Moon J. The effect of the heatwave on the morbidity and mortality of diabetes patients; a meta-analysis for the era of the climate crisis. Environ Res. 2021 Apr;195:110762. doi: 10.1016/j.envres.2021.110762. Epub 2021 Jan 27.
PubMed 33515577Xu Z, Tong S, Cheng J, Crooks JL, Xiang H, Li X, Huang C, Hu W. Heatwaves and diabetes in Brisbane, Australia: a population-based retrospective cohort study. Int J Epidemiol. 2019 Aug 1;48(4):1091-1100. doi: 10.1093/ije/dyz048.
PubMed 30927429Battelino T, Danne T, Bergenstal RM, Amiel SA, Beck R, Biester T, Bosi E, Buckingham BA, Cefalu WT, Close KL, Cobelli C, Dassau E, DeVries JH, Donaghue KC, Dovc K, Doyle FJ 3rd, Garg S, Grunberger G, Heller S, Heinemann L, Hirsch IB, Hovorka R, Jia W, Kordonouri O, Kovatchev B, Kowalski A, Laffel L, Levine B, Mayorov A, Mathieu C, Murphy HR, Nimri R, Norgaard K, Parkin CG, Renard E, Rodbard D, Saboo B, Schatz D, Stoner K, Urakami T, Weinzimer SA, Phillip M. Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range. Diabetes Care. 2019 Aug;42(8):1593-1603. doi: 10.2337/dci19-0028. Epub 2019 Jun 8.
PubMed 31177185
Study at a glance
From the registry record, last updated by the sponsor on 10 Feb 2023. Recruitment status is as the sponsor reported it: confirm with the study team.
- Official title
- Effect of the Greatest Spanish Heatwave Over Glycemic Control in Adult Patients With Type 1 Diabetes
- ClinicalTrials.gov ID
- NCT05646017
- Acronym / sponsor ID
- C-566
- Conditions
- Type 1 Diabetes
- Keywords
- Diabetes, Type 1 diabetes
- Study type
- Observational
- Recruitment status
- Completed
- Enrolment
- 2,701 participants (actual)
- Lead sponsor
- Castilla-La Mancha Health ServiceUniversity, hospital or other
- Study start
- 15 Dec 2022 (actual)
- Primary completion
- 1 Jan 2023 (actual)
- Study completion
- 31 Jan 2023 (actual)
- First posted
- 12 Dec 2022 (actual)
- Results
- Not posted in the source record
Clinical summary
The research question as the sponsor registered it. This describes what the study plans to test, not what it found.
Observational study about effect of the greatest Spanish heatwave over glycemic contro in adult patients with type 1 Diabetes mellitus.
Detailed description
Cross-sectional retrospective analysis of all patients with T1D in Castilla-La Mancha (south-central Spanish region) using intermittently scanned continuous glucose monitoring (isCGM). Glycometric data obtained through deidentified downloads from isCGM´s webpage. Primary outcome was time in range (TIR) 3.0-10 mmol/L (70-180 mg/d) change after the heatwave. Data analysis is conducted using SPSS (Chicago, IL) statistics software. Results are presented as mean ± SD values or percentages. A paired Student's t-test or a Wilcoxon signed-rank test were used for the analysis of differences. Comparisons between proportions were analyzed using a chi-squared test. A P value < 0.05 was considered statistically significant. The protocol was approved by the reference Castilla-La Mancha Public Health Institute Ethic Committee.
Study design
- Observational model
- Cohort
- Time perspective
- Retrospective
- Number of arms
- 1
| Arm | Type | Receives |
|---|---|---|
| Type 1 diabetes patients | – | Device: Intermittenly scanned continuous glucose monitoringType 1 diabetes patients using intermittently continuous glucose monitoring during the Spanish greatest heatwave in Castilla-La Mancha (Spain). |
Who may qualify
- Ages
- 18 to 99 years
- Sex
- All
- Healthy volunteers
- Not accepted
- Age groups
- Adult, Older adult
- Study population
- Adult type 1 diabetes patients using intermittently scanned continuous glucose monitoring during and after the greatest Spanish heatwave.
Key inclusion criteria (4 listed)
- Type 1 diabetes
- Older than 18 years old
- Using intermittently scanned continuous glucose monitoring (isCGM)
- Paired active isCGM data from the heatwave period and two consecutive weeks
Key exclusion criteria (3 listed)
- Younger than 18 years old
- Not using intermittently scanned continuous glucose monitoring
- Not having active paired isCGM data from the analyzed periods
Eligibility is decided by the study team after screening; this overview does not establish that a patient qualifies. Full inclusion and exclusion criteria.
Interventions
| Intervention | Type | Arms |
|---|---|---|
| Intermittenly scanned continuous glucose monitoringAlso: FreeStyle Libre, isCGM, FSLUse of Intermittenly scanned continuous glucose monitoring (FreeStyle Libre) | Device | Type 1 diabetes patients |
Primary outcome
Change in Time in range
Time frame: 14 days
Change in Time in range (TIR) 3.0-10 mmol/L (70-180 mg/d) of interstitial glucose from the heatwave period to 14 days after its end
10 secondary outcomes
Change in Adherence to Flash 1
Time frame: 14 days
Change in Adherence to Flash 2
Time frame: 14 days
Change in Time below range 1 (TBR1)
Time frame: 14 days
Change in Time below range 2 (TBR2)
Time frame: 14 days
Change in Time above range 1 (TAR1)
Time frame: 14 days
Change in Time above range 2 (TAR2)
Time frame: 14 days
Change in Coefficient of variation percentage (CV)
Time frame: 14 days
Change in Glucose management index
Time frame: 14 days
Change in Time in hypoglycemia
Time frame: 14 days
Change in Hypoglycemia frequency
Time frame: 14 days
Results and safety
The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.
Research links
- Official record on ClinicalTrials.govLast updated by the sponsor 10 Feb 2023.
- Background: PubMed 34105073Song X, Jiang L, Zhang D, Wang X, Ma Y, Hu Y, Tang J, Li X, Huang W, Meng Y, Shi A, Feng Y, Zhang Y. Impact of short-term exposure to extreme temperatures on diabetes mellitus morbidity and mortality? A systematic review and meta-analysis. Environ Sci Pollut Res Int. 2021 Nov;28(41):58035-58049. doi: 10.1007/s11356-021-14568-0. Epub 2021 Jun 8.
- Background: PubMed 33515577Moon J. The effect of the heatwave on the morbidity and mortality of diabetes patients; a meta-analysis for the era of the climate crisis. Environ Res. 2021 Apr;195:110762. doi: 10.1016/j.envres.2021.110762. Epub 2021 Jan 27.
- Background: PubMed 30927429Xu Z, Tong S, Cheng J, Crooks JL, Xiang H, Li X, Huang C, Hu W. Heatwaves and diabetes in Brisbane, Australia: a population-based retrospective cohort study. Int J Epidemiol. 2019 Aug 1;48(4):1091-1100. doi: 10.1093/ije/dyz048.
- Results publication: PubMed 31177185Battelino T, Danne T, Bergenstal RM, Amiel SA, Beck R, Biester T, Bosi E, Buckingham BA, Cefalu WT, Close KL, Cobelli C, Dassau E, DeVries JH, Donaghue KC, Dovc K, Doyle FJ 3rd, Garg S, Grunberger G, Heller S, Heinemann L, Hirsch IB, Hovorka R, Jia W, Kordonouri O, Kovatchev B, Kowalski A, Laffel L, Levine B, Mayorov A, Mathieu C, Murphy HR, Nimri R, Norgaard K, Parkin CG, Renard E, Rodbard D, Saboo B, Schatz D, Stoner K, Urakami T, Weinzimer SA, Phillip M. Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range. Diabetes Care. 2019 Aug;42(8):1593-1603. doi: 10.2337/dci19-0028. Epub 2019 Jun 8.
- Spanish National Weather AgencyLink provided by the sponsor.
- Individual participant dataSharing planned: No. Under other researchers request.
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Referral and contact
AzTrials does not enrol participants or take referrals. Contact the study team or a site listed below; they decide who can take part. This study is not recruiting at the moment.
The record lists no contact. Use the official record to reach the sponsor.
9 sites in 1 country: see every site and its status.
Questions about this trial
What is this clinical trial studying?
An observational study of Type 1 Diabetes, run by Castilla-La Mancha Health Service at 9 sites in Spain.
The full registered description is in the About this study section and the official record.
Who may be eligible to take part?
The sponsor lists 4 inclusion and 3 exclusion criteria. Eligibility is decided by the study team after screening, so read the full criteria and contact a listed site.
Is this clinical trial currently recruiting?
The record says: finished, as of the sponsor's last update on 10 Feb 2023. Status can change between updates, so confirm with the study contact before making plans.
Where is the study taking place?
The record lists 9 sites in Spain. Whether a site is taking part right now should be confirmed with that site. See every site.
What are the possible benefits and risks?
They depend on the study and the treatment, and no study can promise a benefit. The study team explains the known risks during informed consent, before anyone joins; the record itself does not list them.
Are results available for this study?
The study is completed, but results are not available in the source record. That does not mean the treatment did or did not work.
How can a doctor refer a patient or contact the research team?
The record lists no contact. The official record names the sponsor, who can be asked directly. AzTrials does not enrol participants or take referrals.
What does the primary outcome measure?
Change in Time in range (time frame: 14 days). It is what the study was designed to measure, not a finding.
Where can I read the original study information?
On the ClinicalTrials.gov record for NCT05646017, which also lists 4 linked publications.
Does a listing mean the treatment is approved or proven to work?
No. A listing means the study is registered. It does not show that the treatment is safe, works, or is approved by a regulator.
How often is this information updated?
AzTrials copies changed records from ClinicalTrials.gov every night and reloads the whole registry every week. The sponsor last updated this record on 10 Feb 2023.