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The technological landscape and applications of single-cell multi-omics
Single-cell multi-omics technologies and methods characterize cell states and activities by
simultaneously integrating various single-modality omics methods that profile the …
simultaneously integrating various single-modality omics methods that profile the …
Methods and applications for single-cell and spatial multi-omics
The joint analysis of the genome, epigenome, transcriptome, proteome and/or metabolome
from single cells is transforming our understanding of cell biology in health and disease. In …
from single cells is transforming our understanding of cell biology in health and disease. In …
Artificial intelligence-based multi-omics analysis fuels cancer precision medicine
With biotechnological advancements, innovative omics technologies are constantly
emerging that have enabled researchers to access multi-layer information from the genome …
emerging that have enabled researchers to access multi-layer information from the genome …
Applications of multi‐omics analysis in human diseases
Multi‐omics usually refers to the crossover application of multiple high‐throughput screening
technologies represented by genomics, transcriptomics, single‐cell transcriptomics …
technologies represented by genomics, transcriptomics, single‐cell transcriptomics …
[HTML][HTML] Clonal dynamics of haematopoiesis across the human lifespan
E Mitchell, M Spencer Chapman, N Williams… - Nature, 2022 - nature.com
Age-related change in human haematopoiesis causes reduced regenerative capacity,
cytopenias, immune dysfunction and increased risk of blood cancer,–, but the reason for …
cytopenias, immune dysfunction and increased risk of blood cancer,–, but the reason for …
Artificial intelligence for the prevention and clinical management of hepatocellular carcinoma
Hepatocellular carcinoma (HCC) currently represents the fifth most common malignancy and
the third-leading cause of cancer-related death worldwide, with incidence and mortality rates …
the third-leading cause of cancer-related death worldwide, with incidence and mortality rates …
Breast cancer as an example of tumour heterogeneity and tumour cell plasticity during malignant progression
F Lüönd, S Tiede, G Christofori - British journal of cancer, 2021 - nature.com
Heterogeneity within a tumour increases its ability to adapt to constantly changing
constraints, but adversely affects a patient's prognosis, therapy response and clinical …
constraints, but adversely affects a patient's prognosis, therapy response and clinical …
Single-cell multiomics: technologies and data analysis methods
Advances in single-cell isolation and barcoding technologies offer unprecedented
opportunities to profile DNA, mRNA, and proteins at a single-cell resolution. Recently, bulk …
opportunities to profile DNA, mRNA, and proteins at a single-cell resolution. Recently, bulk …
Parallel analysis of transcription, integration, and sequence of single HIV-1 proviruses
HIV-1-infected cells that persist despite antiretroviral therapy (ART) are frequently
considered" transcriptionally silent," but active viral gene expression may occur in some …
considered" transcriptionally silent," but active viral gene expression may occur in some …
MOFA+: a statistical framework for comprehensive integration of multi-modal single-cell data
Technological advances have enabled the profiling of multiple molecular layers at single-
cell resolution, assaying cells from multiple samples or conditions. Consequently, there is a …
cell resolution, assaying cells from multiple samples or conditions. Consequently, there is a …