Connecting omics signatures and revealing biological mechanisms with iLINCS

M Pilarczyk, M Fazel-Najafabadi, M Kouril… - Nature …, 2022 - nature.com
There are only a few platforms that integrate multiple omics data types, bioinformatics tools,
and interfaces for integrative analyses and visualization that do not require programming …

Data analysis methods for defining biomarkers from omics data

C Li, Z Gao, B Su, G Xu, X Lin - Analytical and Bioanalytical Chemistry, 2022 - Springer
Omics mainly includes genomics, epigenomics, transcriptomics, proteomics and
metabolomics. The rapid development of omics technology has opened up new ways to …

[HTML][HTML] Integrated multi-omics analysis model to identify biomarkers associated with prognosis of breast cancer

Y Fan, C Kao, F Yang, F Wang, G Yin, Y Wang… - Frontiers in …, 2022 - frontiersin.org
Background With the rapid development and wide application of high-throughput
sequencing technology, biomedical research has entered the era of large-scale omics data …

On the current failure—but bright future—of topology-driven biological network alignment

S Wang, X Chen, BJ Frederisy, BA Mbakogu… - Advances in Protein …, 2022 - Elsevier
Since the function of a protein is defined by its interaction partners, and since we expect
similar interaction patterns across species, the alignment of protein-protein interaction (PPI) …

A network approach to genetic circuit designs

M Crowther, A Wipat, Á Goñi-Moreno - ACS synthetic biology, 2022 - ACS Publications
As genetic circuits become more sophisticated, the size and complexity of data about their
designs increase. The data captured goes beyond genetic sequences alone; information …

SANA: cross-species prediction of Gene Ontology GO annotations via topological network alignment

S Wang, GRS Atkinson, WB Hayes - NPJ systems biology and …, 2022 - nature.com
Topological network alignment aims to align two networks node-wise in order to maximize
the observed common connection (edge) topology between them. The topological alignment …

Dynamic rewiring of biological activity across genotype and lineage revealed by context-dependent functional interactions

E Kim, LC Novak, C Lin, M Colic, LL Bertolet… - Genome biology, 2022 - Springer
Background Coessentiality networks derived from CRISPR screens in cell lines provide a
powerful framework for identifying functional modules in the cell and for inferring the roles of …

SpaceX: gene co-expression network estimation for spatial transcriptomics

S Acharyya, X Zhou, V Baladandayuthapani - Bioinformatics, 2022 - academic.oup.com
Motivation The analysis of spatially resolved transcriptome enables the understanding of the
spatial interactions between the cellular environment and transcriptional regulation. In …

Identification of hub genes with differential correlations in sepsis

L Sheng, Y Tong, Y Zhang, Q Feng - Frontiers in genetics, 2022 - frontiersin.org
As a multifaceted syndrome, sepsis leads to high risk of death worldwide. It is difficult to be
intervened due to insufficient biomarkers and potential targets. The reason is that regulatory …

Meconium microbiota composition and association with birth delivery mode

AK Rocha-Viggiano, S Aranda-Romo… - Advanced Gut & …, 2022 - Wiley Online Library
Recently, the intrauterine sterile environment theory has been questioned. Growing
evidence shows that microbial in utero pioneer gut colonization could occur prebirth, and …