Skip to content

Assessment of Dialysis Initiation by a Fuzzy Mathematics Equation

Impact on Mortality of Timing of Dialysis Initiation in Patients With End-stage Renal Disease by a Novel Assessment Based on Fuzzy Mathematics

Status
Completed
Phases
Unknown
Study type
Interventional
Source
ClinicalTrials.gov
Registry ID
NCT03385902
Acronym
ADIFE
Enrollment
388
Registered
2017-12-29
Start date
2018-04-14
Completion date
2024-05-20
Last updated
2026-05-08

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Chronic Kidney Disease

Keywords

end-stage renal disease, timing of dialysis initiation, hemodialysis, fuzzy mathematics, glomerular filtration rate

Brief summary

The purpose of this study is to evaluate the impact of the optimal and late initiation of dialysis on the mortality and quality of life in end-stage renal disease (ESRD) patients by the Dialysis Initiation based on Fuzzy mathematics Equation (DIFE), which is a novel equation for the assessment of timing of dialysis initiation established by Fuzzy mathematics.

Detailed description

The optimal time of dialysis initiation is still controversial. Estimated glomerular filtration rate (eGFR) which is now widely used as the assessment of timing of dialysis is lack of specificity. Some clinical factors such as heart failure, volume overload, malnutrition also determine the dialysis time. But these subjective judgements do not have a standard. So there is no quantitative assessment of timing of dialysis initiation. The research team developed a novel equation named DIFE (Dialysis Initiation based on Fuzzy mathematics Equation) with data from a retrospective multicenter cohort by fuzzy mathematical methods to combine these clinical factors and lab indexes. The DIFE was confirmed to be more accurate and convenient to use in clinical practice than eGFR only at the assessment of dialysis initiation time in the internal validation. For further validation of the DIFE, the team will conduct a multicenter randomized controlled trial. Patients who need hemodialysis will be randomized to optimal start dailysis group or late start dailysis group by the assessment of the DIFE. Based on the comparison of the two groups, this trial will provide evidence for the optimal timing of dialysis initiation in patients with end-stage renal disease by the DIFE.

Interventions

OTHERoptimal start time

patients will start hemodialysis when their DIFE reach 35, and can not wait if the DIFE decline to 30.

OTHERlate start time

patients will start hemodialysis when their DIFE less than 30

Sponsors

The First Affiliated Hospital of Dalian Medical University
Lead SponsorOTHER
Chinese PLA General Hospital
CollaboratorOTHER
Fudan University
CollaboratorOTHER
RenJi Hospital
CollaboratorOTHER
Beijing Friendship Hospital
CollaboratorOTHER
Huashan Hospital
CollaboratorOTHER
West China Hospital
CollaboratorOTHER
First Affiliated Hospital, Sun Yat-Sen University
CollaboratorOTHER
Chinese Academy of Medical Sciences, Fuwai Hospital
CollaboratorOTHER
First Affiliated Hospital of Harbin Medical University
CollaboratorOTHER
The Second Affiliated Hospital of Harbin Medical University
CollaboratorOTHER
General hospital of benxi iron and steel co.
CollaboratorUNKNOWN
Dalian Municipal Central Hospital
CollaboratorOTHER
An Steel Group Hospital
CollaboratorUNKNOWN
The First Affiliated Hospital of the Fourth Military Medical University
CollaboratorOTHER
General Hospital of Mining Industry Group Fuxin
CollaboratorUNKNOWN
Affiliated Zhongshan Hospital of Dalian University
CollaboratorOTHER
Daping Hospital and the Research Institute of Surgery of the Third Military Medical University
CollaboratorOTHER
General Hospital of Ningxia Medical University
CollaboratorOTHER
Lanzhou University Second Hospital
CollaboratorOTHER
First Affiliated Hospital of Xinjiang Medical University
CollaboratorOTHER
First Hospital of China Medical University
CollaboratorOTHER
Central Hospital Affiliated to Shenyang Medical Collage
CollaboratorOTHER
First Affiliated Hospital Xi'an Jiaotong University
CollaboratorOTHER
Henan Provincial People's Hospital
CollaboratorOTHER
Guangdong Provincial People's Hospital
CollaboratorOTHER

Study design

Allocation
RANDOMIZED
Intervention model
PARALLEL
Primary purpose
TREATMENT
Masking
NONE

Eligibility

Sex/Gender
ALL
Age
18 Years to 75 Years
Healthy volunteers
No

Inclusion criteria

* Have progressive chronic kidney disease with an eGFR less than 15 ml/min/1.73m2 and a DIFE between 30-35 * Expected to commence maintenance hemodialysis as their renal replacement treatment * Agreeable to randomization

Exclusion criteria

* Acute kidney injury (AKI) or AKI on chronic kidney disease (CKD) * With the primary disease of systemic lupus erythematosus (SLE) or systemic vasculitis * Have received or planning to receive a kidney transplant or peritoneal dialysis during the study * Has a recently diagnosed cancer that was likely to affect survival (except for the following cases: the cancer has been confirmed to be cured or relieved for over 5 years, have had the radical resection for the basal cell carcinoma or squamous carcinoma of skin or carcinoma in-situ of any part of the body ) * Hepatocirrhosis * Positive test of Human Immunodeficiency Virus (HIV), the hepatitis B virus antigen (HBsAg) or anti-hepatitis C virus antibody (HCV Ab) * Acute infection within 1 month * Bad habit which is difficult to withdrawal such as alcohol abuse * Poor compliance and could not be treated according to the protocol * Being pregnant, nursing or having a plan for pregnancy * Life expectancy less than 1 year * The investigator confirm that should not enroll in the study with any other cases

Design outcomes

Primary

MeasureTime frameDescription
all-cause mortalityfrom the date of enrollment until the end of study, assessed up to 3 yearsproportion of patients who die from any cause
cerebro-cardiovascular mortality3 years, from the date of enrollment until the end of studyproportion of patients who die from cerebro-cardiovascular disease

Secondary

MeasureTime frameDescription
cerebro-cardiovascular eventsfrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsproportion of patients who suffer from cardiovascular events, which include nonfatal myocardial infarction, nonfatal stroke, transient ischemic attack,new-onset angina, acute heart failure or severe arrhythmia.
hospitalizationfrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsproportion of patients admitted to hospital
Nutrition assessmentfrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsassess the patient's nutritional status by subjective global assessment (SGA) assessment and serum albumin level
the change of quality of lifefrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsuse short form-36 reported by the patients to assess the patient's quality of life
Medical costfrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsthe cost by the patient, family and insurance during treatment
Hemodialysis complicationsfrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsthe proportion of patients who suffer from hemodialysis complications including blood assess revise, assess infection, severe fluid and electrolyte disorders
cognitive dysfunctionfrom the date of enrollment until the date of death from any cause, or the end of study, which ever came first, assessed up to 3 yearsassess cognitive dysfunction by Montreal Cognitive Assessment (MoCA)

Countries

China

Contacts

STUDY_DIRECTORHongli Lin, MD, PhD

The First Affiliated Hospital of Dalian Medical University

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: May 9, 2026