Discovery and implications of polygenicity of common diseases

PM Visscher, L Yengo, NJ Cox, NR Wray - Science, 2021 - science.org
The sequencing of the human genome has allowed the study of the genetic architecture of
common diseases: the number of genomic variants that contribute to risk of disease and …

A review of clustering techniques and developments

A Saxena, M Prasad, A Gupta, N Bharill, OP Patel… - Neurocomputing, 2017 - Elsevier
This paper presents a comprehensive study on clustering: exiting methods and
developments made at various times. Clustering is defined as an unsupervised learning …

Nanopore technology and its applications in gene sequencing

B Lin, J Hui, H Mao - Biosensors, 2021 - mdpi.com
In recent years, nanopore technology has become increasingly important in the field of life
science and biomedical research. By embedding a nano-scale hole in a thin membrane and …

MULTI-seq: sample multiplexing for single-cell RNA sequencing using lipid-tagged indices

CS McGinnis, DM Patterson, J Winkler, DN Conrad… - Nature …, 2019 - nature.com
Sample multiplexing facilitates scRNA-seq by reducing costs and identifying artifacts such
as cell doublets. However, universal and scalable sample barcoding strategies have not …

Activation of human endogenous retroviruses and its physiological consequences

N Dopkins, DF Nixon - Nature Reviews Molecular Cell Biology, 2024 - nature.com
Human endogenous retroviruses (HERVs) are abundant sequences that persist within the
human genome as remnants of ancient retroviral infections. These sequences became fixed …

[HTML][HTML] Multiscale analysis of independent Alzheimer's cohorts finds disruption of molecular, genetic, and clinical networks by human herpesvirus

B Readhead, JV Haure-Mirande, CC Funk… - Neuron, 2018 - cell.com
Investigators have long suspected that pathogenic microbes might contribute to the onset
and progression of Alzheimer's disease (AD) although definitive evidence has not been …

Epigenetic alterations in the gastrointestinal tract: current and emerging use for biomarkers of cancer

WM Grady - Advances in cancer research, 2021 - Elsevier
Colorectal cancer is a leading cause of cancer related deaths worldwide. One of the
hallmarks of cancer and a fundamental trait of virtually all gastrointestinal cancers is …

Epigenetic therapy in immune-oncology

PA Jones, H Ohtani, A Chakravarthy… - Nature Reviews …, 2019 - nature.com
DNA methylation inhibitors have become the mainstay for treatment of certain
haematological malignancies. In addition to their abilities to reactivate genes, including …

Genomics in the long-read sequencing era

EL van Dijk, D Naquin, K Gorrichon, Y Jaszczyszyn… - Trends in Genetics, 2023 - cell.com
Long-read sequencing (LRS) technologies have provided extremely powerful tools to
explore genomes. While in the early years these methods suffered technical limitations, they …

Deep learning for health informatics

D Ravì, C Wong, F Deligianni… - IEEE journal of …, 2016 - ieeexplore.ieee.org
With a massive influx of multimodality data, the role of data analytics in health informatics
has grown rapidly in the last decade. This has also prompted increasing interests in the …