A Cohort Study on the Integrated Management of Chronic Kidney Disease
研究概览
地位
详细说明
This study is a multi-center, bidirectional cohort study. The research data are primarily derived from the multidisciplinary clinical cohort of chronic kidney disease (CKD) established by the Department of Nephrology at Huashan Hospital, Fudan University, and are supplemented by external validation platforms at Shanghai Fifth People's Hospital and Shanghai Jing'an District Central Hospital.
The study will systematically integrate and utilize the multidimensional cohort resources already established at Huashan Hospital, covering the entire spectrum from early-stage CKD to dialysis, including a real-world database of comorbid populations, a prospective cohort of CKD patients, and a real-world cohort of maintenance hemodialysis patients. Using epidemiological and big data-driven computational approaches, the study will focus on exploring comorbidity patterns associated with CKD and establishing an early classification and early warning system; it will also investigate the mechanisms underlying the progression of kidney disease and related complications such as cardiovascular disease, nutritional and metabolic abnormalities, and osteoporosis, and develop intelligent intervention models. Based on these findings, the study will propose the concept of metabolic balance and accordingly establish precision nutrition and drug evaluation protocols.
To ensure the generalizability and reliability of the research outcomes, this study will conduct external validation and effectiveness evaluation of the previously constructed comorbidity patterns, early warning system, and management protocols in the community-based CKD cohort (over 2,000 participants) at Shanghai Fifth People's Hospital and the end-stage renal disease cohort (over 400 participants) at Jing'an District Central Hospital. This will facilitate the widespread application and continuous optimization of the comprehensive CKD management program.
研究类型
注册 (估计的)
联系人和位置
学习联系方式
- 姓名:Jing Chen
- 电话号码:862152888050
- 邮箱:chenjing1998@fudan.edu.cn
学习地点
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Shanghai Municipality
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Shanghai、Shanghai Municipality、中国、200040
- Huashan Hospital, Fudan University
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接触:
- Jing (靖) Chen
- 电话号码:862152888050
- 邮箱:chenjing1998@fudan.edu.cn
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参与标准
资格标准
适合学习的年龄
- 成人
- 年长者
接受健康志愿者
取样方法
研究人群
描述
Inclusion Criteria:
Prospective:
- Patients who have documented outpatient or inpatient records at Huashan Hospital, Shanghai Fifth People's Hospital, or Jing'an District Central Hospital during the period from September 2018 to September 2025.
- Aged 18-90 years.
- Diagnosed with one or more of the 48 pre-specified common chronic diseases according to ICD-10 codes.
- Patients diagnosed with end-stage renal disease (CKD stage 5) and receiving long-term maintenance hemodialysis, with a dialysis vintage of at least 3 months.
- Have relatively complete hemodialysis records available at the participating center.
Retrospective:
- Patients who meet the diagnostic criteria for chronic kidney disease (CKD) stages 1-5 (non-dialysis) as defined by the KDIGO guidelines, with a disease duration of at least 3 months.
- Aged 18-80 years, with normal cognitive ability to independently, or with the assistance of a caregiver, complete dietary diaries and quantitative assessments, and willing to provide written informed consent voluntarily.
- Able to comply with regular outpatient follow-up visits and willing to record a 3-day dietary diary (including both weekdays and weekends) as required.
Exclusion Criteria:
Prospective:
- Patients whose dialysis-related data and key clinical variables (e.g., creatinine, proteinuria, and other outcome-related indicators) are missing or severely illogical, and which are deemed unusable for research purposes upon evaluation.
- Patients with poor compliance during dialysis, or those receiving palliative dialysis.
- Other conditions that the investigators consider inappropriate.
Retrospective:
- Patients who have experienced acute kidney injury within 3 months prior to enrollment, or who are in an acute stress state such as acute infection, myocardial infarction, or other acute conditions at the time of screening.
- Patients with severe cognitive impairment, mental illness, or insurmountable communication barriers that prevent accurate provision of metabolic assessment information.
- Pregnant or lactating women; patients currently participating in other drug interventional clinical trials that may interfere with the outcome assessment of this study.
学习计划
研究是如何设计的?
设计细节
队列和干预
团体/队列 |
干预/治疗 |
|---|---|
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AI model development
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Retrospective data from the maintenance hemodialysis cohort at Huashan Hospital (Sept 2018-Sept 2025) include: Demographics: age, sex, education, smoking/alcohol, primary disease, dialysis vintage. Dialysis treatment: repeated measures of weight, BP, heart rate, arterial/venous/transmembrane pressures, ultrafiltration rate, session time, dialyzer type, blood flow, and medications. Complication control:Nutrition: lipids, glucose, prealbumin, albumin, BMI, nPCR;Bone mineral: Ca, P, PTH, 25(OH)D₃;CVD: coronary calcification score, echocardiography, brain MRI, ECG;Inflammation: ferritin, CRP;Anemia: Hb, Fe, TIBC, TSAT;Acid-base & electrolytes: CO₂CP, Mg, K, Na, Cl . Renal filtration:Cr, BUN, UA,β₂-MG, NT-proBNP, urine output. Neuropsychology: quality-of-life and symptom scores. Comorbidities: diabetes, CVD, hypertension,etc. Physical function: frailty score, ADL, comprehensive geriatric assessment. Medications: anticoagulants, ESA, etc. Diagnosis: ICD-10 codes, diagnosis date,etc. |
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Prospective nutritional intervention
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Research data are primarily derived from the prospective CKD cohort at Huashan Hospital Integrated CKD Management Clinic. Baseline includes: age, sex, education, smoking/alcohol, primary disease. Follow-up (every 3 months): 3-day diet diary (via app/paper) to calculate P/Ca/protein intake; indirect calorimetry for resting energy expenditure; nutritional supplement use. Physical: handgrip, gait speed (sarcopenia), DEXA bone density. Questionnaires: frailty, ADL, QoL, symptom scores. Labs (repeated): bone mineral (Ca, P, PTH, 25-OH-D₃), CRP, anemia panel, small/middle toxins (Cr, BUN, UA, β₂-MG), BNP. Imaging: coronary calcification score, echocardiography, brain MRI (for cerebrovascular risk). Renal filtration: repeated Cr, BUN, UA, β₂-MG, NT-proBNP, urine output. |
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External validation
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The research data are primarily based on the previously established community-based chronic kidney disease (CKD) cohort at Shanghai Fifth People's Hospital and the end-stage renal disease (ESRD) cohort at Shanghai Jing'an District Central Hospital, which serve as external validation and the data contents are the same as the retrospective data collection.
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研究衡量的是什么?
主要结果指标
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
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Significant decline in renal function
大体时间:From baseline up to 7 years
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Significant decline in renal function:defined as rapid renal function decline events assessed by commonly used clinical indicators, including glomerular filtration rate (eGFR), comprising: (1) a sustained decrease in eGFR of ≥30% from baseline during follow-up; and (2) progression to end-stage renal disease (ESRD), defined as eGFR < 15 mL/min/1.73
m² or initiation of maintenance dialysis.
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From baseline up to 7 years
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次要结果测量
结果测量 |
措施说明 |
大体时间 |
|---|---|---|
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Composite complications
大体时间:Up to 7 years from baseline
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Composite complications include the composite outcomes of cardiovascular disease, nutritional and metabolic abnormalities, osteoporosis, and fractures related to chronic kidney disease.
Specifically:Cardiovascular disease will be determined by combining imaging examinations (e.g., coronary artery calcium score, echocardiography, etc.) with clinical events.Osteoporosis and fractures will be diagnosed based on bone mineral density testing, imaging findings, and clinical fracture events.Nutritional and metabolic abnormalities will be diagnosed according to criteria from the International Society of Renal Nutrition and Metabolism (ISRNM) and other relevant standards, using indicators such as serum albumin, prealbumin, body mass index (BMI), and 3-day dietary intake assessments to diagnose protein-energy wasting (PEW) and mineral metabolism disorders.
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Up to 7 years from baseline
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合作者和调查者
研究记录日期
研究主要日期
学习开始 (估计的)
初级完成 (估计的)
研究完成 (估计的)
研究注册日期
首次提交
首先提交符合 QC 标准的
首次发布 (实际的)
研究记录更新
最后更新发布 (实际的)
上次提交的符合 QC 标准的更新
最后验证
更多信息
与本研究相关的术语
其他相关的 MeSH 术语
其他研究编号
- KY-2026-706
计划个人参与者数据 (IPD)
计划共享个人参与者数据 (IPD)?
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