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Development and Clinical Application of an Intelligent Prediction and Grading Decision Support System for Chemotherapy-Associated Peripheral Neuropathy

Development and Clinical Application of an Intelligent Prediction and Grading Decision Support System for Chemotherapy-Associated Peripheral Neuropathy

Status
Active, not recruiting
Phases
Unknown
Study type
Interventional
Source
ChiCTR
Registry ID
ChiCTR2600124702
Enrollment
Unknown
Registered
2026-05-15
Start date
2026-06-01
Completion date
Unknown
Last updated
2026-05-18

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

Conditions

Chemotherapy-induced peripheral neuropathy

Interventions

Model Development and Validation Cohort:None
Management plan effect verification cohort intervention group:Application of an intelligent clinical decision support system (CDSS)-supported end-to-end management protocol: baseline data entry before
during chemotherapy, the system automatically pushes personalized symptom monitoring plans and structured evidence-based intervention recommendation lists (e.g., health education, exercise prescriptio
research nurses perform assessments and record intervention implementation based on system prompts
if symptom escalation is detected during follow-up evaluation, the system dynamically adjusts risk level and recommended plan.
Management plan effect verification cohort control group:Receiving routine oncology care and CIPN management: symptom-driven assessment and management according to current clinical guidelines and phys

Sponsors

Zhejiang Cancer Hospital
Lead Sponsor

Eligibility

Sex/Gender
All
Age
18 Years to No maximum

Inclusion criteria

Inclusion criteria: Inclusion Criteria 1. Age >= 18 years; 2. Histopathologically confirmed malignant tumor, with a plan to receive at least four cycles of the aforementioned neurotoxic chemotherapy; 3. Eastern Cooperative Oncology Group (ECOG) performance status score of 0–2; 4. Possess basic communication and comprehension abilities, provide informed consent, and voluntarily participate in this study. Validation of the Effects of the Full-Chain Management Protocol: 1. Pathologically confirmed malignant tumor; 2. Age >= 18 years; 3. Planned receipt of at least four cycles of neurotoxic chemotherapy (e.g., platinum-based agents, taxanes) as the first-line chemotherapy regimen; 4. ECOG performance status score of 0–2; 5. Possess basic communication abilities and provide informed consent.

Exclusion criteria

Exclusion criteria: Exclusion Criteria 1. Pre-existing moderate-to-severe peripheral neuropathy (Common Terminology Criteria for Adverse Events [CTCAE] grade >= 2) caused by other distinct etiologies prior to chemotherapy, such as diabetic peripheral neuropathy, alcoholic neuropathy, or cervical/lumbar compressive radiculopathy; 2. History of major neurological disorders, such as stroke, Parkinson’s disease, or multiple sclerosis; 3. Severe psychiatric disorders or cognitive impairment that preclude cooperation with questionnaire completion and assessments; 4. Life expectancy of less than 6 months. Verification of the Efficacy of the Full-Chain Management Protocol: 1. Presence of peripheral neuropathy of any etiology (e.g., due to diabetes or alcohol use) at baseline, assessed as CTCAE grade >= 1 according to the National Cancer Institute Common Terminology Criteria for Adverse Events (NCI-CTCAE); 2. Concurrent receipt of other treatments potentially associated with neurotoxicity; 3. Physical conditions that hinder the implementation of the intervention, such as active infections or ulcers of the hands or feet; 4. Comorbid severe organ failure; 5. Life expectancy of less than 6 months; 6. Pregnancy or lactation.

Design outcomes

Primary

MeasureTime frame
Incidence of moderate to severe (>=Grade 2) CIPN assessed by NCI-CTCAE v5.0;Patient-reported quality of life;

Secondary

MeasureTime frame
CIPN symptom experience and functional limitation in daily activities;Balance function;Relative dose intensity (RDI) of chemotherapy;Unplanned treatment modification rate due to CIPN (including dose reduction rate, cycle delay rate, and early termination rate);Discriminative performance of prediction model;Calibration performance of prediction model;Clinical utility of prediction model;Usability score of CDSS;Clinical adherence indicators (completion rate and intervention execution rate);Intervention fidelity (coverage of systematic assessments and completion rate of core intervention components);

Countries

China

Contacts

Public ContactYu Xinyan

Zhejiang Cancer Hospital

yuxinyansafe@163.com+86 571 86590006

Outcome results

None listed

Source: ChiCTR (via WHO ICTRP) · Data processed: May 22, 2026