Single-cell and spatial transcriptomics: deciphering brain complexity in health and disease

M Piwecka, N Rajewsky, A Rybak-Wolf - Nature Reviews Neurology, 2023 - nature.com
In the past decade, single-cell technologies have proliferated and improved from their
technically challenging beginnings to become common laboratory methods capable of …

Tutorial: guidelines for the computational analysis of single-cell RNA sequencing data

TS Andrews, VY Kiselev, D McCarthy, M Hemberg - Nature protocols, 2021 - nature.com
Single-cell RNA sequencing (scRNA-seq) is a popular and powerful technology that allows
you to profile the whole transcriptome of a large number of individual cells. However, the …

A guide to ComBat harmonization of imaging biomarkers in multicenter studies

F Orlhac, JJ Eertink, AS Cottereau… - Journal of Nuclear …, 2022 - Soc Nuclear Med
The impact of PET image acquisition and reconstruction parameters on SUV measurements
or radiomic feature values is widely documented. This scanner effect is detrimental to the …

A living biobank of breast cancer organoids captures disease heterogeneity

N Sachs, J De Ligt, O Kopper, E Gogola, G Bounova… - Cell, 2018 - cell.com
Breast cancer (BC) comprises multiple distinct subtypes that differ genetically,
pathologically, and clinically. Here, we describe a robust protocol for long-term culturing of …

[HTML][HTML] Data-analysis strategies for image-based cell profiling

JC Caicedo, S Cooper, F Heigwer, S Warchal, P Qiu… - Nature …, 2017 - nature.com
Image-based cell profiling is a high-throughput strategy for the quantification of phenotypic
differences among a variety of cell populations. It paves the way to studying biological …

Spatial genomic heterogeneity in multiple myeloma revealed by multi-region sequencing

L Rasche, SS Chavan, OW Stephens, PH Patel… - Nature …, 2017 - nature.com
In multiple myeloma malignant plasma cells expand within the bone marrow. Since this site
is well-perfused, a rapid dissemination of “fitter” clones may be anticipated. However, an …

[HTML][HTML] Induced-pluripotent-stem-cell-derived primitive macrophages provide a platform for modeling tissue-resident macrophage differentiation and function

K Takata, T Kozaki, CZW Lee, MS Thion, M Otsuka… - Immunity, 2017 - cell.com
Tissue macrophages arise during embryogenesis from yolk-sac (YS) progenitors that give
rise to primitive YS macrophages. Until recently, it has been impossible to isolate or derive …

[HTML][HTML] Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions

Y Nan, J Del Ser, S Walsh, C Schönlieb, M Roberts… - Information …, 2022 - Elsevier
Removing the bias and variance of multicentre data has always been a challenge in large
scale digital healthcare studies, which requires the ability to integrate clinical features …

[HTML][HTML] Identifying cell populations with scRNASeq

TS Andrews, M Hemberg - Molecular aspects of medicine, 2018 - Elsevier
Single-cell RNASeq (scRNASeq) has emerged as a powerful method for quantifying the
transcriptome of individual cells. However, the data from scRNASeq experiments is often …

Performance comparison of modified ComBat for harmonization of radiomic features for multicenter studies

R Da-Ano, I Masson, F Lucia, M Doré, P Robin… - Scientific reports, 2020 - nature.com
Multicenter studies are needed to demonstrate the clinical potential value of radiomics as a
prognostic tool. However, variability in scanner models, acquisition protocols and …