De-Identified Clinical Records for Allogeneic Stem Cell Transplant Patients
by junli mou·Updated 3mo ago
31.2 KB1files
Available on 1 platform
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Description
Figshare provides de-identified clinical and immunological records for patients undergoing allogeneic hematopoietic stem cell transplantation. The dataset includes baseline characteristics like age, gender, and disease, longitudinal T-cell immune reconstitution data, and follow-up outcomes such as complications and survival metrics.
Use Cases
Analyze the relationship between baseline characteristics like donor type and graft composition and follow-up outcomes such as aGVHD or cGVHD.
Model longitudinal T-cell immune reconstitution using CD4+, CD8+, and CD4+/CD8+ ratio measurements at 1, 2, and 3 months post-transplant.
Investigate correlations between complications like viral infections and survival metrics including OS and RFS.
Assess the impact of GVHD prophylaxis regimens on patient outcomes including MRD status and recurrence.
Strengths
Includes longitudinal immunological measurements at multiple post-transplant time points.
Covers a comprehensive set of clinical variables from baseline to outcomes.
Data is de-identified and shared under a CC BY 4.0 license.
Limitations
The dataset is small at 31.2 KB, indicating a limited number of patient records.
Row and column counts are unknown, making it difficult to assess the scale for machine learning.
Potential for class imbalance given the focus on a specific, complex medical procedure.
Provenance
Source
junli mou via figshare
Collection Method
De-identified clinical records from patients undergoing allo-HSCT.
Time Range
null
Freshness
Last updated March 2026.
Geography
null
Data is in XLSX format; users need compatible software. The 31.2 KB size indicates a very small-scale dataset.