Immunosuppression PK: Tacrolimus & Cyclosporine

FREE EVALUATION SAMPLE (500 PATIENTS) This record contains a free, non-expiring evaluation sample (500 synthetic patients, 16,500 TDM visits) drawn exclusively from the training split of the Item 18 Corpus. There is zero data leakage into validation or test splits. Get the full 25,000-patient dataset (825,000 visits, full train/val/test splits, complete OMOP CDM v5.4 mapping) at: https://sentineldata.com.ua/dataset/immunosuppression-pk-tacrolimus-cyclosporine Executive Summary & The TDM Blind Spot In clinical organ transplantation, routine immunoassays measure whole-blood trough concentrations (Cwb). However, whole-blood measurements are heavily dominated by drug bound inside red blood cells. The pharmacologically active drug — unbound plasma concentration (Cu) that actually reaches lymphocytes — is virtually never measured in routine clinical practice. At low hematocrit, a whole-blood trough can appear reassuringly within the therapeutic window while the true active exposure is dangerously subtherapeutic. This is why biopsy-proven acute rejection frequently occurs in patients whose routine TDM numbers look completely normal. Immunosuppression PK bridges this gap. It provides exact latent ground truth (Cu, individual clearance CL, bioavailability F, volume of distribution Vc/Vp) paired with noisy observed whole-blood troughs (Cwb) across 33 TDM visits per patient. It is ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/immunosuppression-pk-tacrolimus-cyclosporine . Zenodo copy: https://doi.org/10.5281/zenodo.22814996

Authors

Publication Details

Journal
Open Science Framework
Published
2026-11-07
DOI
https://doi.org/10.17605/osf.io/g8s7q
Primary Topic
Renal Transplantation Outcomes and Treatments
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
NOV
article

Immunosuppression PK: Tacrolimus & Cyclosporine

Chekerskyi Maksym
Open Science Framework
Renal Transplantation Outcomes and Treatments
article

Immunosuppression PK: Tacrolimus & Cyclosporine

Chekerskyi Maksym
article en

Abstract

FREE EVALUATION SAMPLE (500 PATIENTS) This record contains a free, non-expiring evaluation sample (500 synthetic patients, 16,500 TDM visits) drawn exclusively from the training split of the Item 18 Corpus. There is zero data leakage into validation or test splits. Get the full 25,000-patient dataset (825,000 visits, full train/val/test splits, complete OMOP CDM v5.4 mapping) at: https://sentineldata.com.ua/dataset/immunosuppression-pk-tacrolimus-cyclosporine Executive Summary & The TDM Blind Spot In clinical organ transplantation, routine immunoassays measure whole-blood trough concentrations (Cwb). However, whole-blood measurements are heavily dominated by drug bound inside red blood cells. The pharmacologically active drug — unbound plasma concentration (Cu) that actually reaches lymphocytes — is virtually never measured in routine clinical practice. At low hematocrit, a whole-blood trough can appear reassuringly within the therapeutic window while the true active exposure is dangerously subtherapeutic. This is why biopsy-proven acute rejection frequently occurs in patients whose routine TDM numbers look completely normal. Immunosuppression PK bridges this gap. It provides exact latent ground truth (Cu, individual clearance CL, bioavailability F, volume of distribution Vc/Vp) paired with noisy observed whole-blood troughs (Cwb) across 33 TDM visits per patient. It is ... Full description with all tables is on the Wiki page of this project. Full dataset and purchase: https://sentineldata.com.ua/dataset/immunosuppression-pk-tacrolimus-cyclosporine . Zenodo copy: https://doi.org/10.5281/zenodo.22814996

Open Science Framework
Good health and well-being
Openalex Percentile: Top 10%
Renal Transplantation Outcomes and Treatments
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon