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Publications using datasets in Cell Painting Gallery

Publications using datasets in Cell Painting Gallery#

This list is not exhuastive but instead we have emphasized publications referencing datasets in the Cell Painting Gallery that were referenced before the datasets received a cpg identifier. See below for literature searches for specific cpg identifiers.

We welcome contributions to this list either through a pull request or by emailing the corresponding author of our Cell Painting Gallery paper.

First Author

Title

Year

Publication URL

Dataset Name in Gallery

Bray

A dataset of images and morphological profiles of 30 000 small-molecule treatments using the Cell Painting assay

2017

Publication

cpg0012-wawer-bioactivecompoundprofiling

Caicedo

Weakly Supervised Learning of Single-Cell Feature Embeddings

2018

Preprint

cpg0010-caie-drugresponse

Caicedo

Cell Painting predicts impact of lung cancer variants

2022

Preprint Publication

cpg0031-caicedo-cmvip

Caie

High-Content Phenotypic Profiling of Drug Response Signatures across Distinct Cancer Cells

2010

Publication

cpg0010-caie-drugresponse

Chandrasekaran

Three million images and morphological profiles of cells treated with matched chemical and genetic perturbations

2022

Preprint

cpg0000-jump-pilot

Chandrasekaran

JUMP Cell Painting dataset: morphological impact of 136,000 chemical and genetic perturbations

2023

Preprint

cpg0016-jump

Cimini

Optimizing the Cell Painting assay for image-based profiling

2022

Publication, Preprint

cpg0001-cellpainting-protocol

Gerry

Real-Time Biological Annotation of Synthetic Compounds

2016

Publication

cpg0005-gerry-bioactivity

Goldsborough

CytoGAN: Generative Modeling of Cell Images

2017

Preprint

cpg0010-caie-drugresponse

Gustafsdottir

Multiplex cytological profiling assay to measure diverse cellular states

2013

Publication

cpg0030-gustafsdottir-cellpainting

Haghighi

High-Dimensional Gene Expression and Morphology Profiles of Cells across 28,000 Genetic and Chemical Perturbations

2022

Publication, Preprint

cpg0003-rosetta

Haghighi

Pseudo-labeling enhanced by privileged information and its application to in situ sequencing images

2023

Publication, Preprint

cpg0021-periscope

Kelley

High-content microscopy reveals a morphological signature of bortezomib resistance

2023

Preprint

cpg0028-kelley-resistance

Laber and Strobel

Discovering cellular programs of intrinsic and extrinsic drivers of metabolic traits using LipocyteProfiler

2023

Publication, Preprint

cpg0011-lipocyteprofiler

Moshkov

Learning representations for image-based profiling of perturbations

2022

Preprint

cpg0019-moshkov-deepprofiler

Pawlowski

Automating Morphological Profiling with Generic Deep Convolutional Networks

2016

Preprint

cpg0010-caie-drugresponse

Ramezani, Bauman, Singh, and Weisbart

A genome-wide atlas of human cell morphology

2023

Preprint

cpg0021-periscope

Rohban

Capturing single-cell heterogeneity via data fusion improves image-based profiling

2019

Publication

cpg0015-heterogeneity

Rohban

Systematic morphological profiling of human gene and allele function via Cell Painting

2017

Publication, Preprint

cpg0017-rohban-pathways

Tegtmeyer

High-dimensional pheotyping to define the genetic basis of cellular morphology

2023

Preprint

cpg0022-cmqtl

Tromans-Coia and Jamali

Assessing the performance of the Cell Painting assay across different imaging systems

2023

Preprint

cpg0002-jump-scope

Wawer

Toward performance-diverse small-molecule libraries for cell-based phenotypic screening using multiplexed high-dimensional profiling

2014

Publication

cpg0012-wawer-bioactivecompoundprofiling

Way

Morphology and gene expression profiling provide complementary information for mapping cell state

2022

Publication, Preprint

cpg0004-lincs

Click on any of the links below for a Google Scholar search for publications referencing the given dataset.

Dataset name

cpg0000-jump-pilot

cpg0001-cellpainting-protocol

cpg0002-jump-scope

cpg0003-rosetta

cpg0004-lincs

cpg0005-gerry-bioactivity

cpg0006-miami

cpg0007-prism

cpg0008-pki

cpg0009-molglue

cpg0010-caie-drugresponse

cpg0011-lipocyteprofiler

cpg0012-wawer-bioactivecompoundprofiling

cpg0013-gustafsdottir-cellpainting

cpg0014-jump-adipocyte

cpg0015-heterogeneity

cpg0016-jump

cpg0017-rohban-pathways

cpg0018-singh-seedseq

cpg0019-moshkov-deepprofiler

cpg0020-varchamp

cpg0021-periscope

cpg0022-cmqtl

cpg0023-mpi

cpg0024-bortezomib

cpg0025-dactyloscopy

cpg0026-lacoste_haghighi-rare-diseases

cpg0027-haghighi-barcodecalling

cpg0028-kelley-resistance

cpg0029-chroma-pilot

cpg0030-gustafsdottir-cellpainting

cpg0031-caicedo-cmvip

cpg0032-pooled-rare

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