Leveraging big data analytics in healthcare enhancement: trends, challenges and opportunities

A Rehman, S Naz, I Razzak - Multimedia Systems, 2022 - Springer
Clinical decisions are more promising and evidence-based, hence, big data analytics to
assist clinical decision-making has been expressed for a variety of clinical fields. Due to the …

Loss of extreme long-range enhancers in human neural crest drives a craniofacial disorder

HK Long, M Osterwalder, IC Welsh, K Hansen… - Cell Stem Cell, 2020 - cell.com
Non-coding mutations at the far end of a large gene desert surrounding the SOX9 gene
result in a human craniofacial disorder called Pierre Robin sequence (PRS). Leveraging a …

[HTML][HTML] HSF1 drives a transcriptional program distinct from heat shock to support highly malignant human cancers

ML Mendillo, S Santagata, M Koeva, GW Bell, R Hu… - Cell, 2012 - cell.com
Summary Heat-Shock Factor 1 (HSF1), master regulator of the heat-shock response,
facilitates malignant transformation, cancer cell survival, and proliferation in model systems …

Orchestration of neurodevelopmental programs by RBFOX1: implications for autism spectrum disorder

BR Bill, JK Lowe, CT DyBuncio, BL Fogel - International review of …, 2013 - Elsevier
Neurodevelopmental and neuropsychiatric disorders result from complex interactions
between critical genetic factors and as-yet-unknown environmental components. To gain …

[HTML][HTML] ELABELA is an endogenous growth factor that sustains hESC self-renewal via the PI3K/AKT pathway

L Ho, SYX Tan, S Wee, Y Wu, SJC Tan… - Cell stem cell, 2015 - cell.com
ELABELA (ELA) is a peptide hormone required for heart development that signals via the
Apelin Receptor (APLNR, APJ). ELA is also abundantly secreted by human embryonic stem …

Genome-wide association and linkage identify modifier loci of lung disease severity in cystic fibrosis at 11p13 and 20q13. 2

FA Wright, LJ Strug, VK Doshi, CW Commander… - Nature …, 2011 - nature.com
A combined genome-wide association and linkage study was used to identify loci causing
variation in cystic fibrosis lung disease severity. We identified a significant association (P …

Big data analytics in bioinformatics: A machine learning perspective

H Kashyap, HA Ahmed, N Hoque, S Roy… - arXiv preprint arXiv …, 2015 - arxiv.org
Bioinformatics research is characterized by voluminous and incremental datasets and
complex data analytics methods. The machine learning methods used in bioinformatics are …

Exome sequencing identifies mutations in CCDC114 as a cause of primary ciliary dyskinesia

MR Knowles, MW Leigh, LE Ostrowski, L Huang… - The American Journal of …, 2013 - cell.com
Primary ciliary dyskinesia (PCD) is a genetically heterogeneous, autosomal-recessive
disorder, characterized by oto-sino-pulmonary disease and situs abnormalities. PCD …

Mutations in SPAG1 cause primary ciliary dyskinesia associated with defective outer and inner dynein arms

MR Knowles, LE Ostrowski, NT Loges, T Hurd… - The American Journal of …, 2013 - cell.com
Primary ciliary dyskinesia (PCD) is a genetically heterogeneous, autosomal-recessive
disorder, characterized by oto-sino-pulmonary disease and situs abnormalities. PCD …

Lack of GAS2L2 causes PCD by impairing cilia orientation and mucociliary clearance

XM Bustamante-Marin, WN Yin, PR Sears… - The American Journal of …, 2019 - cell.com
Primary ciliary dyskinesia (PCD) is a genetic disorder in which impaired ciliary function
leads to chronic airway disease. Exome sequencing of a PCD subject identified an apparent …