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Trial registered on ANZCTR
Registration number
ACTRN12617001295336
Ethics application status
Approved
Date submitted
31/08/2017
Date registered
7/09/2017
Date last updated
9/08/2018
Type of registration
Prospectively registered
Titles & IDs
Public title
The relationship between hospital outcomes and increased sugar levels due to illness (stress hyperglycaemia) using a new marker called the Stress Hyperglycaemia Ratio
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Scientific title
Stress hyperglycaemia and hospital outcomes in acutely hospitalised patients as determined by the Stress Hyperglycaemia Ratio
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Secondary ID [1]
290274
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Nil known
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Universal Trial Number (UTN)
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Trial acronym
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Linked study record
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Health condition
Health condition(s) or problem(s) studied:
Stress hyperglycaemia
300507
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Condition category
Condition code
Metabolic and Endocrine
300364
300364
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0
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Diabetes
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Intervention/exposure
Study type
Observational
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Patient registry
False
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Target follow-up duration
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Target follow-up type
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Description of intervention(s) / exposure
The association of stress hyperglycaemia with adverse outcomes associated with hospitalisations will be determined using admission glucose level, and the relative change in glucose at admission as determined by the Stress Hyperglycaemia Ratio. SHR is defined by glucose value closest to the time of admission divided by the estimated average glycaemia ( as calculated from the HbA1c using the formula developed by Nathan et al. Diab Care 2008;31:1473–14788. An adverse outcome is in-hospital death or the acute need for critical care, with patients being observed for the duration of the inpatient admission for the main endpoint, and up to 30 days post-discharge for the secondary endpoints. The strength of association of adverse outcomes will be compared in a multivariable model using admission glucose and admission Stress Hyperglycaemia Ratio, along with other variables known to impact outcomes.
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Intervention code [1]
296071
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Diagnosis / Prognosis
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Comparator / control treatment
The association of outcomes with glucose levels will act as the conventional control group. The patient cohort will be selected from patients admitted to hospital over the period 21/1/2013 to 25/7/2017 identified using hospital casemix (ICD10) databases.
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Control group
Historical
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Outcomes
Primary outcome [1]
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The composite outcome of in-hospital death or the acute need for critical care from the point of hospital admission until hospital discharge, using administrative hospital data (International Code of Diseases classification).
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Assessment method [1]
299820
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Timepoint [1]
299820
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The time of admission until the time of hospital discharge.
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Secondary outcome [1]
328199
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The development of new infection from the point of admission until 30 days after hospital discharge, excluding the initial primary admission diagnosis, as determined by casemix ICD10 coding and hospital records.
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Assessment method [1]
328199
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Timepoint [1]
328199
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The time of admission until 30 days post-discharge.
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Secondary outcome [2]
328200
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The development of any new thrombus-related event (embolic stroke, MI, DVT, PE) from the point of admission until 30 days post-discharge, excluding the initial primary admission diagnosis as determined by casemix ICD10 coding and hospital records.
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Assessment method [2]
328200
0
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Timepoint [2]
328200
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The time of admission until 30 days post-discharge.
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Secondary outcome [3]
338601
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In-hospital mortality as determined by hospital databases (ICD10 casemix coding).
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Assessment method [3]
338601
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Timepoint [3]
338601
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The time of admission until the time of hospital discharge.
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Secondary outcome [4]
338602
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The need for critical care during hospitalisation, as identified by hospital databases (ICD10 casemix coding).
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Assessment method [4]
338602
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Timepoint [4]
338602
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Time of admission to time of discharge
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Eligibility
Key inclusion criteria
Inpatient admission
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Minimum age
18
Years
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Maximum age
No limit
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Sex
Both males and females
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Can healthy volunteers participate?
No
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Key exclusion criteria
<18 years age, admissions for psychiatric illness, obstetrics, gynaecology, specific management of blood glucose eg diabetic ketoacidosis, overdose, poisoning, dialysis, non-acute admissions for respite, chemotherapy, patients requiring routine post-op care in ICU.
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Study design
Purpose
Natural history
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Duration
Longitudinal
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Selection
Convenience sample
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Timing
Retrospective
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Statistical methods / analysis
Statistical power: Our previous work demonstrated a superior association between the Stress Hyperglycaemia Ratio and absolute glucose levels with a sample size of 2290 patients. The current database is expected to yield 7000 patients and will be should be well-powered to reproduce this association if it is present.
Variables of interest (glucose, SHR, age, haemoglobin, gender, renal function, ethnicity), will be subject to multivariable regression analysis to determine the association with adverse outcomes.
Locally Weighted Scatterplot Smoothing will be used to explore the relationship between patients with (HbA1c>=6.5%) or without (HbA1c<6.5%) pre-existing chronic background hyperglycaemia.
Subgroup analysis of patients with mean glucose <10mmol/L will be made to determine existence of clinically significant stress hyperglycaemia at glucose levels conventionally considered clinically insignificant.
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Recruitment
Recruitment status
Completed
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Date of first participant enrolment
Anticipated
7/09/2017
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Actual
7/09/2017
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Date of last participant enrolment
Anticipated
7/11/2017
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Actual
15/02/2018
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Date of last data collection
Anticipated
7/11/2017
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Actual
20/07/2018
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Sample size
Target
5000
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Accrual to date
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Final
5048
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Recruitment in Australia
Recruitment state(s)
SA
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Recruitment hospital [1]
6778
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Flinders Medical Centre - Bedford Park
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Recruitment postcode(s) [1]
14430
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5042 - Bedford Park
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Funding & Sponsors
Funding source category [1]
294644
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Hospital
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Name [1]
294644
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Flinders Medical Centre
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Address [1]
294644
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Flinders Drive, Bedford Park SA 5042
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Country [1]
294644
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Australia
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Primary sponsor type
Hospital
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Name
Flinders Medical Centre
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Address
Flinders Drive, Bedford Park SA 5042
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Country
Australia
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Secondary sponsor category [1]
293508
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None
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Name [1]
293508
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Address [1]
293508
0
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Country [1]
293508
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Ethics approval
Ethics application status
Approved
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Ethics committee name [1]
296082
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Southern Adelaide Clinical Human Research Ethics Committee
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Ethics committee address [1]
296082
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Flinders Medical Centre Flinders Drive Bedford Park, SA 5042
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Ethics committee country [1]
296082
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Australia
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Date submitted for ethics approval [1]
296082
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17/12/2016
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Approval date [1]
296082
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27/02/2017
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Ethics approval number [1]
296082
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OFR # 475.16 - HREC/16/SAC/490
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Summary
Brief summary
Hyperglycaemia in hospitalised patients is independently associated with increased morbidity and mortality in a wide range of patient groups, including post-operative outcomes. The association between hyperglycaemia and poor outcomes is strong in patients without diabetes, but a weaker predictor in patients with diabetes. This discrepancy is in part driven by the difficulty in distinguishing genuine stress hyperglycaemia from chronic high levels seen in diabetic patients. A high plasma glucose concentration in a hospitalised patient can occur because of chronic poor diabetes control and be “normal” for that patient, represent a transient physiologic response to an inter¬current illness (stress hyperglycaemia), or be a combination of the above. A metric for stress hyperglycaemia has been developed at Flinders Medical Centre - the Stress Hyperglycaemia Ratio is defined as glucose concentration divided by the Estimated Average Glucose concentration, which is calculated from HbA1c. This enables quantification of the relative change in hyperglycaemia eg a patient with a SHR of 1.4 has an glucose concentration 40% higher than their average glucose over the prior 3 months. Our previous work indicated that the relative change in glucose was a better indicator of stress hyperglycaemia and more strongly associated with adverse patient outcomes than glucose. This initial work needs to be confirmed in a further population of hospitalised patients. We also aim to study some specific subgroups of interest, namely infections (both at admission and those that develop during the admission), and events related to blood clots (heart attacks, stroke, deep vein thromboses, and pulmonary emboli). This will enable us to determine those patients who might benefit most from early management of elevated glucose levels due to stress hyperglycaemia.
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Trial website
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Trial related presentations / publications
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Public notes
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Contacts
Principal investigator
Name
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Mr Greg Roberts
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Address
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Pharmacy Department
Flinders Medical Centre
Flinders Drive, Bedford Park, SA 5042
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Country
69478
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Australia
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Phone
69478
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+61 8 82046936
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Fax
69478
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+61 8 82046245
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Email
69478
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[email protected]
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Contact person for public queries
Name
69479
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Greg Roberts
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Address
69479
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Pharmacy Department
Flinders Medical Centre
Flinders Drive, Bedford Park, SA 5042
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Country
69479
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Australia
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Phone
69479
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+61 8 82046936
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Fax
69479
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+61 8 82046245
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Email
69479
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[email protected]
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Contact person for scientific queries
Name
69480
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Greg Roberts
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Address
69480
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Pharmacy Department
Flinders Medical Centre
Flinders Drive, Bedford Park, SA 5042
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Country
69480
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Australia
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Phone
69480
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+61 8 82046936
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Fax
69480
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+61 8 82046245
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Email
69480
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[email protected]
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No information has been provided regarding IPD availability
What supporting documents are/will be available?
No Supporting Document Provided
Results publications and other study-related documents
Documents added manually
No documents have been uploaded by study researchers.
Documents added automatically
No additional documents have been identified.
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