Polyphony: An interactive transfer learning framework for single-cell data analysis

F Cheng, MS Keller, H Qu… - IEEE transactions on …, 2022 - ieeexplore.ieee.org
Reference-based cell-type annotation can significantly reduce time and effort in single-cell
analysis by transferring labels from a previously-annotated dataset to a new dataset …

[HTML][HTML] MTG16 regulates colonic epithelial differentiation, colitis, and tumorigenesis by repressing E protein transcription factors

RE Brown, J Jacobse, SA Anant, KM Blunt, B Chen… - JCI insight, 2022 - ncbi.nlm.nih.gov
Aberrant epithelial differentiation and regeneration contribute to colon pathologies, including
inflammatory bowel disease (IBD) and colitis-associated cancer (CAC). Myeloid …

Uncovering molecular heterogeneity in the kidney with spatially targeted mass spectrometry

ARS Kruse, JM Spraggins - Frontiers in Physiology, 2022 - frontiersin.org
The kidney functions through the coordination of approximately one million multifunctional
nephrons in 3-dimensional space. Molecular understanding of the kidney has relied on …

Analyzing spatial transcriptomics data using Giotto

N Del Rossi, JG Chen, GC Yuan, R Dries - Current protocols, 2022 - Wiley Online Library
Spatial transcriptomic technologies have been developed rapidly in recent years. The
addition of spatial context to expression data holds the potential to revolutionize many fields …

SEACells: Inference of transcriptional and epigenomic cellular states from single-cell genomics data

S Persad, ZN Choo, C Dien, I Masilionis, R Chaligné… - bioRxiv, 2022 - biorxiv.org
Metacells are cell groupings derived from single-cell sequencing data that represent highly
granular, distinct cell states. Here, we present single-cell aggregation of cell-states …

Multicellular modules as clinical diagnostic and therapeutic targets

MA Baertsch, GP Nolan, JW Hickey - Trends in cancer, 2022 - cell.com
The complex determinants of health and disease can be determined when approached as a
system of interactions of biological agents at different scales. Similar to the physicochemical …

Technological and computational advances driving high-throughput oncology

L Kolmar, A Autour, X Ma, B Vergier, F Eduati… - Trends in Cell …, 2022 - cell.com
Engineering and computational advances have opened many new avenues in cancer
research, particularly when being exploited in interdisciplinary approaches. For example …

SnFFPE-Seq: Towards scalable single nucleus RNA-Seq of formalin-fixed paraffin-embedded (FFPE) tissue

H Chung, A Melnikov, C McCabe, E Drokhlyansky… - bioRxiv, 2022 - biorxiv.org
Profiling cellular heterogeneity in formalin-fixed paraffin-embedded (FFPE) tissues is key to
characterizing clinical specimens for biomarkers, therapeutic targets, and drug responses …

Microfluidics for cancer biomarker discovery, research, and clinical application

J Žvirblytė, L Mažutis - Microfluidics and biosensors in cancer research …, 2022 - Springer
Currently, cancer is the leading cause of death and its incidence and mortality is growing
rapidly all over the world. One of the confounding factors contributing to the failure of …

Tyramide-conjugated DNA barcodes enable signal amplification for multiparametric CODEX imaging

PD Simonson, I Valencia, SS Patel - Communications Biology, 2022 - nature.com
Multiparametric imaging allows researchers to measure the expression of many biomarkers
simultaneously, allowing detailed characterization of cell microenvironments. One such …