rewire.it
Paper-reported evidence

scXDR: drug response prediction across single-cell datasets via heterogeneous network transfer learning

2026 · Peer-reviewed · PMC archival version PMC12859067.1

Paper-reported results. The values below come from this source, not an independent rewire.it run.

Open primary paper →DOI: 10.1038/s42003-025-09418-5

Primary full text verified using Europe PMC XML; venue: Communications Biology; PMC ID: PMC12859067.

2 verified numerical rows · source checked 2026-09-15

Paper-reportedIndependent paper evaluation

scVI

Cross-dataset single-cell drug response transfer

Reported score
0.6970± 0.2463 standard deviation
Metric
AUC
Dataset / split
scXDR transfer scenario 2

Single-cell-to-single-cell transfer; source scenario 2.

Table 2, scVI row, Scenario 2 columnVerify at source →
Paper-reportedAuthor's model

scXDR

Cross-dataset single-cell drug response transfer

Reported score
0.8248± 0.1573 standard deviation
Metric
AUC
Dataset / split
scXDR transfer scenario 2

Single-cell-to-single-cell transfer; source scenario 2.

Table 2, scXDR row, Scenario 2 columnVerify at source →