Therapeutic implications of tumor microenvironment in lung cancer: focus on immune checkpoint blockade

C Genova, C Dellepiane, P Carrega… - Frontiers in …, 2022 - frontiersin.org
In the last decade, the treatment of non-small cell lung cancer (NSCLC) has been
revolutionized by the introduction of immune checkpoint inhibitors (ICI) directed against …

Statistical and machine learning methods for spatially resolved transcriptomics data analysis

Z Zeng, Y Li, Y Li, Y Luo - Genome biology, 2022 - Springer
The recent advancement in spatial transcriptomics technology has enabled multiplexed
profiling of cellular transcriptomes and spatial locations. As the capacity and efficiency of the …

High-resolution single-cell atlas reveals diversity and plasticity of tissue-resident neutrophils in non-small cell lung cancer

S Salcher, G Sturm, L Horvath, G Untergasser… - Cancer cell, 2022 - cell.com
Non-small cell lung cancer (NSCLC) is characterized by molecular heterogeneity with
diverse immune cell infiltration patterns, which has been linked to therapy sensitivity and …

[HTML][HTML] Leveraging diverse cell-death patterns to predict the prognosis and drug sensitivity of triple-negative breast cancer patients after surgery

Y Zou, J Xie, S Zheng, W Liu, Y Tang, W Tian… - International Journal of …, 2022 - Elsevier
Background Postoperative progression and chemotherapy resistance is the major cause of
treatment failure in patients with triple-negative breast cancer (TNBC). Currently, there is a …

GEPIA2021: integrating multiple deconvolution-based analysis into GEPIA

C Li, Z Tang, W Zhang, Z Ye, F Liu - Nucleic Acids Research, 2021 - academic.oup.com
In 2017, we released GEPIA (Gene Expression Profiling Interactive Analysis) webserver to
facilitate the widely used analyses based on the bulk gene expression datasets in the TCGA …

TIMER2. 0 for analysis of tumor-infiltrating immune cells

T Li, J Fu, Z Zeng, D Cohen, J Li, Q Chen… - Nucleic acids …, 2020 - academic.oup.com
Tumor progression and the efficacy of immunotherapy are strongly influenced by the
composition and abundance of immune cells in the tumor microenvironment. Due to the …

Advances in mixed cell deconvolution enable quantification of cell types in spatial transcriptomic data

P Danaher, Y Kim, B Nelson, M Griswold… - Nature …, 2022 - nature.com
Mapping cell types across a tissue is a central concern of spatial biology, but cell type
abundance is difficult to extract from spatial gene expression data. We introduce …

Benchmarking of cell type deconvolution pipelines for transcriptomics data

F Avila Cobos, J Alquicira-Hernandez… - Nature …, 2020 - nature.com
Many computational methods have been developed to infer cell type proportions from bulk
transcriptomics data. However, an evaluation of the impact of data transformation, pre …

The impact of sex on gene expression across human tissues

M Oliva, M Muñoz-Aguirre, S Kim-Hellmuth, V Wucher… - Science, 2020 - science.org
INTRODUCTION Many complex human phenotypes, including diseases, exhibit sex-
differentiated characteristics. These sex differences have been variously attributed to …

Hiplot: a comprehensive and easy-to-use web service for boosting publication-ready biomedical data visualization

J Li, B Miao, S Wang, W Dong, H Xu, C Si… - Briefings in …, 2022 - academic.oup.com
Complex biomedical data generated during clinical, omics and mechanism-based
experiments have increasingly been exploited through cloud-and visualization-based data …