Predictors of Emergency Department Use in Frail Patients (THE-Spoke 10)

November 20, 2025 updated by: Gabriele Siciliano, University of Pisa

Towards an Integrated Care System for the Assistance of Patients With Chronic Diseases, Multimorbidity, Frailty, and Polypharmacy

When admitted to the emergency department (ED), elderly non-autonomous patients show high risk of adverse health outcomes. The prompt identification of ED use risk factors in such population is hence needed. While cognitive impairment is a known clinical risk factor, biomarkers of most prevalent dementias have been scarcely investigated as possible ED use predictors. Within this context, this prospective study aims at exploring whether plasma phospho-tau181 and cerebrovascular burden can predict ED use at 6 months in elderly non-autonomous patients, irrespective of frailty.

Study Overview

Detailed Description

When admitted to the emergency department (ED), elderly non-autonomous patients show high risk of mortality, extended hospital stays and early readmission after discharge. The prompt identification of ED use risk factors in such population is hence urgently needed. Among these, cognitive impairment emerged as a key neurologic risk factor of ED use.

Alzheimer's Disease (AD) and cerebrovascular damage are the first cause of cognitive impairment in the general population. Several biomarkers have been proposed to distinguish different types of dementia during clinical practice. Considering AD, plasma phosphorylated tau 181 protein (ptau181) recently emerged as a biomarker which accurately predicts cerebrospinal ptau181 levels. Moreover, based on this evidence and on its minimally invasive nature, plasma ptau181 has been recently proposed as a biomarker to be employed during the AD diagnostic process, along with previously recommended procedures. Of note, plasma pTau181 levels are positively associated to confusional state risk in hospitalized patients. In parallel, cerebrovascular burden is commonly assessed in available neuroimages during the clinical characterization of cognitive impairments, and its severity has been associated to the severity of cognitive impairment. Within this context, no studies explored biomarkers of AD and vascular dementia as possible risk factors for ED use. Confirming such predictive value may result highly useful in stratifying the patients' risk of future adverse health outcomes during clinical practice.

Of note, non-autonomous elderly patients often suffer from multiple health problems. Such health problems concur to define patients' frailty, with higher frailty levels being associated with increased rates of adverse health outcomes, included ED use and mortality. Due to the multidimensional nature of frailty, several assessment methods have been developed. Specifically, recent literature proposed the use of multidimensional frailty indexes including relatively extended sets of variables available in public health databases. Among these, routinary assessed blood biomarkers and scales characterizing frailty from different clinical standpoints, e.g., nutritional status, autonomies of daily living, lower limb functionality, have been included. Demonstrating a relationship between biomarkers of cognitive impairment and ED use irrespective of patients' multidimensional frailty would highlight the importance of the neurological evaluation within the clinical assessment of non-autonomous elderly patients.

Within this context, the present study aims at investigating whether plasma ptau181 and cerebrovascular burden can predict ED use in non-autonomous elderly patients within a relatively short observational period, irrespective of multidimensional clinical frailty.

Study Type

Observational

Enrollment (Estimated)

110

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Older Adult

Accepts Healthy Volunteers

No

Sampling Method

Non-Probability Sample

Study Population

Adults fulfilling the inclusion criteria consecutively recruited during their outpatient visits at the Neurology and Geriatrics Units of the Pisa University Hospital (Italy).

Description

Inclusion Criteria:

  • fluency in Italian language,
  • age higher than 64 years,
  • loss of autonomies of daily living as assessed by the Katz Activities of Daily Living or in the Lawton Instrumental Activities of Daily Living questionnaires,
  • having performed routinary blood exams in the 6 months prior to recruitment
  • having performed head neuroimaging feasable for cerebrovascular burden assessment, i.e., Magnetic Resonance Imaging (MRI) or computed tomography (CT), in the 6 months prior to recruitment.

Exclusion Criteria:

  • withdrawal of the informed consent

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

Cohorts and Interventions

Group / Cohort
Intervention / Treatment
Elderly, non-autonomous Patients
Adult participants fulfilling the following inclusion criteria: fluency in Italian language, age higher than 64 years, loss of autonomies of daily living as assessed by the Katz Activities of Daily Living or in the Lawton Instrumental Activities of Daily Living questionnaires, having performed blood exams and a head neuroimaging feasable for cerebrovascular burden assessment, i.e., Magnetic Resonance Imaging (MRI) or computed tomography (CT), in the 6 months prior to recruitment.
Plasma will be collected in dipotassium EDTA tubes at recruitment and centrifugated at 1800-2000xg for 10 minutes within a short data frame. Plasma will be subsequently aliquoted and stored at -80°C. Immediately prior to analysis, samples will be thawed at room temperature, vortexed, and centrifuged. Plasma p-tau181 concentrations will be then quantified using a fully automated chemiluminescent enzyme immunoassay on the LUMIPULSE G600II system, in accordance with the manufacturer's instructions.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Emergency Department Use
Time Frame: Within 6 months from recruitment

The patient visits an emergency department (ED). The proportion of participants visiting the ED will be assessed at the end of the observational period.

Biomarkers of cognitive impairment, i.e., plasma phosphorylated tau 181 and cerbrovascular burden, will be subsequently tested as possible predictors of this outcome.

Within 6 months from recruitment

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Time to emergency department use
Time Frame: Within 6 months from recruitment.

The difference in days between the emergency department (ED) use and the recruitment date.

The mean time to emergency department use will be assessed in ED users at the end of the observational period.

Biomarkers of cognitive impairment, i.e., plasma phosphorylated tau 181 and cerbrovascular burden, will be subsequently tested as possible predictors of this outcome.

Within 6 months from recruitment.

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Investigators

  • Principal Investigator: Gabriele Siciliano, Professor, MD, PhD, University of Pisa

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Actual)

November 19, 2023

Primary Completion (Estimated)

December 31, 2025

Study Completion (Estimated)

December 31, 2025

Study Registration Dates

First Submitted

November 20, 2025

First Submitted That Met QC Criteria

November 20, 2025

First Posted (Actual)

December 2, 2025

Study Record Updates

Last Update Posted (Actual)

December 2, 2025

Last Update Submitted That Met QC Criteria

November 20, 2025

Last Verified

November 1, 2025

More Information

Terms related to this study

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

YES

IPD Plan Description

Only IPD used in the results publication.

IPD Sharing Access Criteria

The anonymized data underlying this article will be shared on reasonable request to the corresponding author of the published study.

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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