The Effect of Missing Values for Covariates
Whitlock, G, Clark, T
openaire +3 more sources
Assessing the impact of batch effect associated missing values on downstream analysis in high-throughput biomedical data. [PDF]
Hui HWH, Chan WX, Goh WWB.
europepmc +1 more source
Loss of IGF‐1R impairs DNA‐PKcs recruitment to chromatin leading to defective end‐joining
IGF‐1R promotes radioresistance by facilitating DNA‐PKcs recruitment to chromatin, enabling non‐homologous end‐joining (NHEJ) repair of double‐strand breaks. Inhibition or loss of IGF‐1R disrupts this recruitment to damage sites, driving compensatory reliance on microhomology‐mediated end‐joining (MMEJ) repair.
Matthew O. Ellis +3 more
wiley +1 more source
Bidirectional f-Divergence-Based Deep Generative Method for Imputing Missing Values in Time-Series Data. [PDF]
Liu WS +4 more
europepmc +1 more source
Pair‐wise comparison of the CellSearch and FETCH enrichment technologies for circulating tumor cells (CTCs) from metastatic breast, prostate, and small cell lung cancer patients shows an increased capture of CTCs using FETCH enrichment. The clinical implementation of circulating tumor cells (CTCs) as a predictive tool for therapy efficacy in the ...
Michiel Stevens +6 more
wiley +1 more source
A novel MissForest-based missing values imputation approach with recursive feature elimination in medical applications. [PDF]
Hu YH, Wu RY, Lin YC, Lin TY.
europepmc +1 more source
We identify USP29 as the only DUB mirroring CA9 expression, a marker of hypoxia and HIF pathway activation associated with PCA aggressiveness. USP29 stabilizes HIF‐1α and HIF‐2α via a noncanonical mechanism that is independent of PHD/pVHL activity yet relies on proteasomal regulation, establishing USP29 as a previously unrecognized regulator of hypoxic
Amelie S Schober +16 more
wiley +1 more source
Missing Values in Longitudinal Proteome Dynamics Studies: Making a Case for Data Multiple Imputation. [PDF]
Yan Y +9 more
europepmc +1 more source
Finding novel vulnerabilities of hypomorphic BRCA1 alleles
Synthetic lethality screens performed to identify novel vulnerabilities often model complete gene loss, thereby overlooking patient‐derived hypomorphic mutations. In this study, we have performed genome‐wide CRISPR screens on BRCA1 hypomorphic mutations, showing BRCA1I26A behaves like wild‐type, while BRCA1R1699Q mimics deficiency. Furthermore, we have
Anne Schreuder +10 more
wiley +1 more source
Impact of Missing Values in the Self-Administered Washington Group Short Set: A Cross-Sectional Study Using Secondary Data of a National Survey of Persons With Disabilities in Japan. [PDF]
Saito T, Imahashi K.
europepmc +1 more source

