Dialysis Model for Outcome and Nutrition Decision (DIAMOND)

August 8, 2022 updated by: Chen Huan Sheng, An Hsin QingShui Clinic

Intervention Study for Validation of Application of a Prediction Model in Maintenance Hemodialysis Patients

This study is the secondary phase of Taiwan Prediction Model Project Plan (TPMPP). The investigators try to design a prospective randomized control trial with nutrition intervention to validate 3 prediction models the investigators developed in the first phase. Proper validation of these models is mandatory before they can be applied and implemented into daily clinical practice. At present, around 20 centers with estimated around 550-650 high-risk patients will be enrolled with 1:1 ratio in study and control groups. Following up of parameters about primary and secondary outcomes will be done in both groups. But a pre-designed intervention protocol, which is according to 3 elucidated screening methods, will be applied only to the study group. The total study period will be one year.

Study Overview

Status

Completed

Conditions

Intervention / Treatment

Detailed Description

Chronic kidney disease (CKD) is a major public health concern. Progression of CKD leads to end-stage renal disease (ESRD), a total and permanent failure of kidney function requiring kidney transplant or maintenance hemodialysis. Among the numerous risk factors of mortality, severe malnutrition, now defined as protein energy wasting (PEW), which is manifested by low serum levels of albumin or pre-albumin, sarcopenia and weight loss, is one of the strongest predictors of mortality, morbidity and infection-related hospitalizations in hemodialysis (HD) patients. When PEW is present or the patient is at high risk, oral intradialytic or daily supplements, aiming at increasing energy and protein intake, while in selected cases intra-dialytic parenteral nutrition may be used for the clinician. Previous reports showed that providing patients with intradialytic food, liquid supplements, or parenteral nutrition has been shown to compensate for this loss. In patients with ESRD, it is important to prevent PEW through a regular nutritional status evaluation and nutritional counseling by a renal dietitian. Intradialytic administration of oral or parenteral supplementation of nutrients is safe and should be encouraged in selected patients. Although the problem of malnutrition became more and more serious due to the increasingly aging and Diabetes Mellitus (DM) proportion in HD population, there are still no universally accepted methods to early detect or predict this problem. Thus, the intention for early intervention to suitable patients faces difficulty. In Taiwan Prediction Model Project Plan (TPMPP), the investigators try to develop a model using common available clinical data with the utilization of current machine learning methods to early detect the patients with high risks for malnutrition and the investigators wish through the routine application of this model, the investigators can do nutrition intervention in much earlier stage and improve the patients' outcome. In the first stage of TPMPP, the investigators have developed some prediction models through an abundant retrospective database collected in Fresenius Database (NephroWeb) from 2011-2018. Before real implementation of these models in clinical practice, the investigators need to validate these models with prospective design with proper intervention, this is the main purpose of this study. The Body Composition Monitor with the principle of Bioimpedance Spectroscopy (BCMBIS, Fresenius Medical Care) is a simple and accurate tool for the assessment of body composition. Recently, the lean and fat mass indexes (LTI, FTI), derived from BCM, have become good predictors of mortality in HD individuals, which have been more sensitive to malnutrition, and altogether anthropometric indicators may result in an early detection of mortality risk in this population. Thus, the investigators also try to apply these parameters in this study as important nutrition outcomes for follow-up.

Study Type

Interventional

Enrollment (Actual)

422

Phase

  • Not Applicable

Contacts and Locations

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

Study Locations

      • Taichung, Taiwan
        • An Hsin Clinic

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

20 years and older (ADULT, OLDER_ADULT)

Accepts Healthy Volunteers

No

Genders Eligible for Study

All

Description

Inclusion Criteria:

  • Maintenance Hemodialysis Patients (MHD) patients from multiple centers identified by the risk models as high-risk patients

Exclusion Criteria:

  • Acute patients
  • Terminal Cancer Patients with life expectancy < 3 months
  • Age < 20 year-old
  • Active infection, including Tuberculosis and AIDS
  • Patients received ONS 1 month before enrollment
  • Pregnancy

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

  • Primary Purpose: TREATMENT
  • Allocation: RANDOMIZED
  • Interventional Model: PARALLEL
  • Masking: DOUBLE

Arms and Interventions

Participant Group / Arm
Intervention / Treatment
EXPERIMENTAL: Intervention group

Participants identified as high-risk for malnutrition-related mortality by prediction model are cluster-randomized into study group.

Interventions: In this group, participants will be given common clinical screening for clinical or sub-clinical infection and also oral nutrition supplement (ONS) if albumin is < 3.8 g/dl. Parameters for outcome measurements are recorded monthly (such as biochemical data) or quarterly (such as Body Composition Monitor (BCM) or Malnutrition Inflammatory Score (MIS). Hospitalization or Mortality events will be recorded when happened.

High-risk patients identified by prediction model in study group are intervened by pre-defined intervention protocol, which include oral nutrition supply, infection prevention, bp control and improving of dialysis therapy options and so on.
Other Names:
  • Clinical Infection Screening
  • Clinical procedure for malnutrition prevention
NO_INTERVENTION: Control group
Participants identified as high-risk for malnutrition-related mortality by prediction model are cluster-randomized into control group. In this group, participants will not be given any intervention, but only outcome measurements are recorded monthly (such as biochemical data) or quarterly (such as Body Composition Monitor (BCM) or Malnutrition Inflammatory Score (MIS). Hospitalization or Mortality events will be recorded when happened.

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
1-year mortality
Time Frame: up to 12 months
1-year mortality evaluated by cox model and logistic regression
up to 12 months

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Serum Albumin concentration change
Time Frame: up to 12 months
comparing the serum albumin concentration in intervention and control groups during study.
up to 12 months

Collaborators and Investigators

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

Sponsor

Investigators

  • Principal Investigator: Huan Sheng Chen, MD, An Hsin QingShui Clinic

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)

June 1, 2020

Primary Completion (ACTUAL)

May 31, 2021

Study Completion (ACTUAL)

April 26, 2022

Study Registration Dates

First Submitted

August 18, 2018

First Submitted That Met QC Criteria

August 21, 2018

First Posted (ACTUAL)

August 22, 2018

Study Record Updates

Last Update Posted (ACTUAL)

August 9, 2022

Last Update Submitted That Met QC Criteria

August 8, 2022

Last Verified

August 1, 2022

More Information

Terms related to this study

Other Study ID Numbers

  • DIAMOND

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

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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