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Trial registered on ANZCTR
Registration number
ACTRN12623001087640
Ethics application status
Approved
Date submitted
2/06/2023
Date registered
17/10/2023
Date last updated
29/09/2024
Date data sharing statement initially provided
17/10/2023
Type of registration
Prospectively registered
Titles & IDs
Public title
Predicting aspiration pneumonia.
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Scientific title
Risk estimation for aspiration pneumonia from known physiological risk factors.
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Secondary ID [1]
309818
0
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:
Aspiration pneumonia
330235
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Condition category
Condition code
Respiratory
327106
327106
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0
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Other respiratory disorders / diseases
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Infection
327312
327312
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0
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Studies of infection and infectious agents
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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
Risk factors for the development of aspiration pneumonia will be analyzed. Physiological data taken from all participants will include measures of voluntary and induced cough strength, swallowing-respiratory coordination and indices of oral health (breath analysis). In addition to this, collection of key information from participant medical records will be recorded. Participant involvement will entail approximately 40 minutes of time during one data collection session with a follow-up five minute telephone call three months later for some participants.
We have a prototype device that measures swallowing-respiratory coordination, cough strength and oral health.
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Intervention code [1]
326251
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Not applicable
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Comparator / control treatment
Healthy age- and gender-matched (where possible) individuals and patients.
Data collection will involve up to 40 minutes of participant time.
Healthy participants will be required to complete a short questionnaire.
Both healthy and patient participants will be asked to breathe into the measurement device whereupon measures of swallowing-respiratory coordination, voluntary cough strength and analysis of breath will be taken. Finally, participants will be required to complete a cough reflex test.
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Control group
Active
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Outcomes
Primary outcome [1]
334967
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Swallowing-respiratory coordination will be measured using a prototype device.
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Assessment method [1]
334967
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Timepoint [1]
334967
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At a single data collection visit.
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Primary outcome [2]
334968
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Cough strength: voluntary and induced will be measured using a prototype device.
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Assessment method [2]
334968
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Timepoint [2]
334968
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At single data collection visit
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Primary outcome [3]
335173
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Oral health will be measured using a prototype device.
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Assessment method [3]
335173
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Timepoint [3]
335173
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At single data collection visit
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Secondary outcome [1]
422593
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Aspiration pneumonia diagnosis will be ascertained through medical records/phone call for patients and by a follow up phone call for healthy participants.
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Assessment method [1]
422593
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Timepoint [1]
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3 months post data collection visit.
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Eligibility
Key inclusion criteria
Patients:
Referred to clinicians (e.g. Speech & Language Pathologists) in the Health New Zealand Canterbury region.
Able to provide informed consent in isolation or with support of family, friends, and whanau (supported consent).
Able to undertake a citric acid cough reflex test (see exclusions below).
Healthy aged-matched individuals
Able to provide informed consent in isolation or with support of family, friends, and whanau (supported consent).
Able to undertake a citric acid cough reflex test (see exclusions below).
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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?
Yes
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Key exclusion criteria
Patient exclusion criteria
Has a stoma or tracheostomy tube.
Is unable to take a cough reflex test.
Current diagnosis of pneumonia
Has any facial injuries, such as wounds, abrasions, skin allergies or bruising.
Has excessive ear wax or other foreign material in ears, an ear infection or inflammation, swelling, or pain in the ear canal.
Healthy aged-matched and gender matched individual criteria
As per patient exclusion criteria with the addition of:
Has a significant disorder, disease, structural or medical abnormality, or injury affecting swallowing or respiration.
Has a neurological condition.
Has had an upper respiratory tract infection within the last two weeks.
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Study design
Purpose
Screening
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Duration
Cross-sectional
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Selection
Case control
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Timing
Both
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Statistical methods / analysis
A cluster analysis will be performed to determine characteristics of an unspecified number of groups encompassing the patient and healthy aged-matched individual sample. A sample size of 80 was estimated based on four outcome variables.
Feature extraction for the purposes of inputting to a machine learning model will be conducted in an exploratory fashion and as such it is not possible to definitively list all the measures that will be extracted from the data.
Each participant’s aspiration pneumonia status following data collection will be used as the ‘ground-truth’ data to provide labelled data for training and testing of the predictive model. These features will be used to train different machine learning models.
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Recruitment
Recruitment status
Recruiting
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Date of first participant enrolment
Anticipated
1/11/2023
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Actual
5/09/2024
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Date of last participant enrolment
Anticipated
1/06/2025
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Actual
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Date of last data collection
Anticipated
1/06/2025
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Actual
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Sample size
Target
80
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Accrual to date
4
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Final
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Recruitment outside Australia
Country [1]
25575
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New Zealand
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State/province [1]
25575
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Canterbury
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Funding & Sponsors
Funding source category [1]
314003
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University
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Name [1]
314003
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University of Canterbury Rose Centre for Stroke Recovery & Research
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Address [1]
314003
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St George's Medical Centre,249 Papanui RoadStrowan, 8041Christchurch
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Country [1]
314003
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New Zealand
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Primary sponsor type
University
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Name
University of Canterbury
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Address
University of Canterbury20 Kirkwood AvenueUpper Riccarton, Christchurch8041
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Country
New Zealand
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Secondary sponsor category [1]
315888
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None
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Name [1]
315888
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Address [1]
315888
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Country [1]
315888
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Ethics approval
Ethics application status
Approved
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Ethics committee name [1]
313141
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Southern Health and Disability Ethics Committee
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Ethics committee address [1]
313141
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Postal address:Ministry of HealthHealth and Disability Ethics CommitteesPO Box 5013Wellington 6140Street address:133 Molesworth StreetThorndonWellington 6011
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Ethics committee country [1]
313141
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New Zealand
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Date submitted for ethics approval [1]
313141
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25/07/2023
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Approval date [1]
313141
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16/10/2023
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Ethics approval number [1]
313141
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2023 EXP 15326
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Summary
Brief summary
This study will identify whether physiological data collected with clinical information can be used to predict the development of aspiration pneumonia. Additionally, we hypothesize that this information can be used to train a machine learning system for predicting a patient’s risk of developing aspiration pneumonia.
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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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Miss Laura Strevens
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Address
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University of Canterbury Rose Centre for Stroke Recovery and ResearchSt George's Health Centre249 Papanui RoadStrowan 8041Christchurch.
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Country
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New Zealand
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Phone
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+64 3 369 2385
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Fax
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Email
127130
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[email protected]
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Contact person for public queries
Name
127131
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Laura Strevens
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Address
127131
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University of Canterbury Rose Centre for Stroke Recovery and ResearchSt George's Health Centre249 Papanui RoadStrowan 8041Christchurch.
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Country
127131
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New Zealand
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Phone
127131
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+64 3 369 2385
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Fax
127131
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Email
127131
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[email protected]
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Contact person for scientific queries
Name
127132
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Laura Strevens
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Address
127132
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University of Canterbury Rose Centre for Stroke Recovery and ResearchSt George's Health Centre249 Papanui RoadStrowan 8041Christchurch.
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Country
127132
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New Zealand
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Phone
127132
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+64 3 369 2385
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Fax
127132
0
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Email
127132
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[email protected]
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Data sharing statement
Will individual participant data (IPD) for this trial be available (including data dictionaries)?
No
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No/undecided IPD sharing reason/comment
Data is embargoed due to potential commercial potential of device.
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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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