The R language: an engine for bioinformatics and data science
FM Giorgi, C Ceraolo, D Mercatelli - Life, 2022 - mdpi.com
The R programming language is approaching its 30th birthday, and in the last three decades
it has achieved a prominent role in statistics, bioinformatics, and data science in general. It …
it has achieved a prominent role in statistics, bioinformatics, and data science in general. It …
Ten quick tips for machine learning in computational biology
D Chicco - BioData mining, 2017 - Springer
Abstract Machine learning has become a pivotal tool for many projects in computational
biology, bioinformatics, and health informatics. Nevertheless, beginners and biomedical …
biology, bioinformatics, and health informatics. Nevertheless, beginners and biomedical …
Identification of functional heterogeneity of carcinoma-associated fibroblasts with distinct IL6-mediated therapy resistance in pancreatic cancer
The tumor microenvironment in pancreatic ductal adenocarcinoma (PDAC) involves a
significant accumulation of fibroblasts as part of the host response to cancer. Using single …
significant accumulation of fibroblasts as part of the host response to cancer. Using single …
Human gut bacteria produce ΤΗ17-modulating bile acid metabolites
The microbiota modulates gut immune homeostasis. Bacteria influence the development
and function of host immune cells, including T helper cells expressing interleukin-17A (TH17 …
and function of host immune cells, including T helper cells expressing interleukin-17A (TH17 …
[PDF][PDF] Spatiotemporal co-dependency between macrophages and exhausted CD8+ T cells in cancer
T cell exhaustion is a major impediment to antitumor immunity. However, it remains elusive
how other immune cells in the tumor microenvironment (TME) contribute to this dysfunctional …
how other immune cells in the tumor microenvironment (TME) contribute to this dysfunctional …
TGFβ drives immune evasion in genetically reconstituted colon cancer metastasis
DVF Tauriello, S Palomo-Ponce, D Stork… - Nature, 2018 - nature.com
Most patients with colorectal cancer die as a result of the disease spreading to other organs.
However, no prevalent mutations have been associated with metastatic colorectal cancers …
However, no prevalent mutations have been associated with metastatic colorectal cancers …
[HTML][HTML] Crosstalk between the MSI status and tumor microenvironment in colorectal cancer
Colorectal cancer (CRC) patients, especially those with deficient mismatch repair
(dMMR)/microsatellite instability-high (MSI-H) tumors, whose sensitivity to immune …
(dMMR)/microsatellite instability-high (MSI-H) tumors, whose sensitivity to immune …
Circulating tumour DNA methylation markers for diagnosis and prognosis of hepatocellular carcinoma
R Xu, W Wei, M Krawczyk, W Wang, H Luo, K Flagg… - Nature materials, 2017 - nature.com
An effective blood-based method for the diagnosis and prognosis of hepatocellular
carcinoma (HCC) has not yet been developed. Circulating tumour DNA (ctDNA) carrying …
carcinoma (HCC) has not yet been developed. Circulating tumour DNA (ctDNA) carrying …
Silhouette analysis for performance evaluation in machine learning with applications to clustering
M Shutaywi, NN Kachouie - Entropy, 2021 - mdpi.com
Grouping the objects based on their similarities is an important common task in machine
learning applications. Many clustering methods have been developed, among them k …
learning applications. Many clustering methods have been developed, among them k …
Sex-specific transcriptional signatures in human depression
Major depressive disorder (MDD) is a leading cause of disease burden worldwide. While the
incidence, symptoms and treatment of MDD all point toward major sex differences, the …
incidence, symptoms and treatment of MDD all point toward major sex differences, the …