Single Cell Omics Germany (SCOG) @singlecellomics
Connecting researchers using & developing single cell technologies. Providing a collaborative platform, organizing workshops & hackathons, exchanging expertise. linktr.ee/singlecellomics Deutschland Joined July 2018-
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Save the date for the 17th Berlin Summer Meeting: AI’s Adventures in Genomics, 6-7 June 2024! Speakers include Vikram Agarwal @vagar112, @BurkholzRebekka, Julien Gagneur @gagneurlab, Andreas Keller @CCB_CBI, Georg Seelig @seeliglab, @ewa_szczurek & Josh Welch @LabWelch #mdcBerlin
1/5 Integration of scRNA-seq data is key for cross-dataset comparison. Yet, substantial batch effects can't be sufficiently removed without losing too much biological information. We show how to improve the integration of substantial batch effects tinyurl.com/3efh585v
Want to annotate cells across whole organism? Led by @felix_f0097 with Villani lab, we propose scTab, a DL model for tabular single cell expr & show strong scaling behavior beyond linear. Comes with large benchmark useful for evaluating foundation models. biorxiv.org/content/10.110…
It's a wrap! Our two day annual meeting has come to an end. As everyone is heading home, we would like to thank all the speakers, our SAB, and the team for an enganging and productive meeting. Until next time! 👋 #GHGAtalks
#AI accelerates & enables #therapies! 👉Learn how Prof. @fabian_theis & team at #HelmholtzMunich & @TU_Muenchen transform info of #BigData into medical #applications: 🔗Einzelzell-Atlas der Lunge: t1p.de/j5ogs 🔗Passionate about AI in #Health: t1p.de/jdg1v
#AI accelerates & enables #therapies! 👉Learn how Prof. @fabian_theis & team at #HelmholtzMunich & @TU_Muenchen transform info of #BigData into medical #applications: 🔗Einzelzell-Atlas der Lunge: t1p.de/j5ogs 🔗Passionate about AI in #Health: t1p.de/jdg1v
(1/n)scPoli is now published in @naturemethods shorturl.at/jvyL0; see below. scPoli is an open-world learner for multi-scale analysis of scRNAseq/ATAC-seq across samples and species with cell types and conditions hierarchies. With scPoli you can:
(1/n)scPoli is now published in @naturemethods shorturl.at/jvyL0; see below. scPoli is an open-world learner for multi-scale analysis of scRNAseq/ATAC-seq across samples and species with cell types and conditions hierarchies. With scPoli you can: https://t.co/7VjXVY2FWU
36 datasets, 26 protocols, 1.7 million harmonized cells! First edition Human Neural Organoid Cell Atlas. Important work from @zhisong_he @josch_f Leander Dony @TreutleinLab @fabian_theis. Strong community effort @Sergiu_P_Pasca @GiorgiaQuadrato. #organoids @ETH_BSSE @IHB_Research
📢LIANA+, our all-in-one cell-cell communication framework for multi-condition single-cell and spatial data, is now part of the @scverse_team. In the same spirit, we are open to suggestions, requests and contributions👩💻👨💻liana-py.readthedocs.io Here's a list of tutorials 👇
Supervised discovery of interpretable gene programs from single-cell data go.nature.com/460weRo
GET: a foundation model of transcription across human cell types Scalable training across single-cell ATAC and RNA+ATAC datasets biorxiv.org/cgi/content/sh…
A workflow developed by @N_Rajewsky, @ILegnini and colleagues combines optogenetic perturbations and spatial transcriptomics to enable insights into cell fates and spatiotemporal gene patterns in organoids. OA paper: nature.com/articles/s4159…
Excited that veloVI is out @naturemethods! Led by @adamgayoso & @PhilippWeiler7 w awesome @YosefLab, we combine deep generative modeling with a mechanistic single-cell transcriptional model for better RNA velocity analysis with uncertainty quantification. nature.com/articles/s4159…
#singlecelljob in Barcelona
The latest on human total body cell count and cell size derived from >1,500 sources @PNASNews Men ~36 trillion cells Women ~28 trillion cells an inverse relationship between cell size and count pnas.org/doi/10.1073/pn…
We are planning to build a high-performance computing cluster with 1000+ GPUs to accelerate AI for biomedical science, including advancing the development of new virtual cell 👇🪡czi.co/3Ps2vtE
We are thrilled to share our latest work, a collaborative effort with @TreutleinLab, in Nature (nature.com/articles/s4158…). We introduce CHOOSE, a powerful screening system within cerebral organoids, through which we identified developmental defects associated with autism. 🧵1/7
Our journey of multiplexed DIA, encompassing applications in spatial #singlecell #proteomics, is showcased on the cover of the latest issue of @MolSystBiol. We are excited about the prospects of sensitivity, reproducibility and high-throughput applications in clinical proteomics.
Our journey of multiplexed DIA, encompassing applications in spatial #singlecell #proteomics, is showcased on the cover of the latest issue of @MolSystBiol. We are excited about the prospects of sensitivity, reproducibility and high-throughput applications in clinical proteomics.
To ease understanding of diabetes, which is complicated by bio and technical factors affecting the regulators of blood glucose – the pancreatic islets, we created a comprehensive mouse islet atlas (MIA) by integrating multiple single-cell transcriptomic (scRNA-seq) datasets.
We thank the speakers, organizers and ca. 200 participants of the 16th Berlin Summer Meeting 'The MDC Celebrates 15 Years of BIMSB', 6-7 Sept 2023, for 2 days of superb presentations & discussions on the latest exciting findings in systems biology! @MDC_Berlin #mdcBIMSB2023
📢 Starting now! Don't miss Céline's lecture "Mechanisms of cell plasticity in breast cancer". @VallotCeline, @institut_curie, #SCOGVLS ✏️ Register: bit.ly/scogvls
📢 Starting now! Don't miss Céline's lecture "Mechanisms of cell plasticity in breast cancer". @VallotCeline, @institut_curie, #SCOGVLS ✏️ Register: bit.ly/scogvls
Fabian Theis @fabian_theis
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9K Followers 2K Following Gegründet 1457. Unter den zehn besten Universitäten in Deutschland. Impressum: https://t.co/OQ0rH799ow Datenschutz: https://t.co/GUvgeh9dv4AGBT Meeting @agbt
6K Followers 3K Following AGBT is considered the preeminent genome science and technology meeting for top global scientists, researchers and innovators. #AGBTagSave the date for the 17th Berlin Summer Meeting: AI’s Adventures in Genomics, 6-7 June 2024! Speakers include Vikram Agarwal @vagar112, @BurkholzRebekka, Julien Gagneur @gagneurlab, Andreas Keller @CCB_CBI, Georg Seelig @seeliglab, @ewa_szczurek & Josh Welch @LabWelch #mdcBerlin
1/5 Integration of scRNA-seq data is key for cross-dataset comparison. Yet, substantial batch effects can't be sufficiently removed without losing too much biological information. We show how to improve the integration of substantial batch effects tinyurl.com/3efh585v
We are pleased to announce Sarah Teichmann has been elected Professor in Stem Cell Medicine at the Cambridge Stem Cell Institute @SCICambridge. We will be moving our group to the Biomedical Campus and look forward to working together. See: stemcells.cam.ac.uk/news/sarah-tei…
Want to annotate cells across whole organism? Led by @felix_f0097 with Villani lab, we propose scTab, a DL model for tabular single cell expr & show strong scaling behavior beyond linear. Comes with large benchmark useful for evaluating foundation models. biorxiv.org/content/10.110…
It's a wrap! Our two day annual meeting has come to an end. As everyone is heading home, we would like to thank all the speakers, our SAB, and the team for an enganging and productive meeting. Until next time! 👋 #GHGAtalks
#AI accelerates & enables #therapies! 👉Learn how Prof. @fabian_theis & team at #HelmholtzMunich & @TU_Muenchen transform info of #BigData into medical #applications: 🔗Einzelzell-Atlas der Lunge: t1p.de/j5ogs 🔗Passionate about AI in #Health: t1p.de/jdg1v
Wie verändern sich #Zellen und wie entstehen dadurch #Krankheiten? 🤔 Prof. Dr. Fabian Theis und sein Team nutzen #künstlicheIntelligenz zur #Analyse großer biomedizinischer #Datensätze, um dieser Frage nachzugehen. #BigData #Daten @TU_Muenchen @HelmholtzMunich @fabian_theis
(1/n)scPoli is now published in @naturemethods shorturl.at/jvyL0; see below. scPoli is an open-world learner for multi-scale analysis of scRNAseq/ATAC-seq across samples and species with cell types and conditions hierarchies. With scPoli you can:
1/n Excited to share our new work with @fabian_theis on population-level integration of single-cell data led by amazing Carlo De Donno. We present scPoli to learn representation for cell types and samples that can be updated with new cells and samples (tinyurl.com/ywkw5nnw)
Away we go on #scg2023. Can’t wait to see where the field is and headed. Big thanks to @TreutleinLab for hosting and coming up w sich a brilliant graphic to show the evolution of the meeting!!
36 datasets, 26 protocols, 1.7 million harmonized cells! First edition Human Neural Organoid Cell Atlas. Important work from @zhisong_he @josch_f Leander Dony @TreutleinLab @fabian_theis. Strong community effort @Sergiu_P_Pasca @GiorgiaQuadrato. #organoids @ETH_BSSE @IHB_Research
📢LIANA+, our all-in-one cell-cell communication framework for multi-condition single-cell and spatial data, is now part of the @scverse_team. In the same spirit, we are open to suggestions, requests and contributions👩💻👨💻liana-py.readthedocs.io Here's a list of tutorials 👇
Supervised discovery of interpretable gene programs from single-cell data go.nature.com/460weRo
GET: a foundation model of transcription across human cell types Scalable training across single-cell ATAC and RNA+ATAC datasets biorxiv.org/cgi/content/sh…
A workflow developed by @N_Rajewsky, @ILegnini and colleagues combines optogenetic perturbations and spatial transcriptomics to enable insights into cell fates and spatiotemporal gene patterns in organoids. OA paper: nature.com/articles/s4159…
Excited that veloVI is out @naturemethods! Led by @adamgayoso & @PhilippWeiler7 w awesome @YosefLab, we combine deep generative modeling with a mechanistic single-cell transcriptional model for better RNA velocity analysis with uncertainty quantification. nature.com/articles/s4159…
PLEASE consider joining our #singlecell #spatial genomics group @cnag_eu in beautiful Barcelona! #lifeisbetteratthebeach Senior Laboratory Technician cnag.cat/jobs/single-ce… Postdoctoral Computational Biologist cnag.cat/jobs/single-ce… Please RT.
The latest on human total body cell count and cell size derived from >1,500 sources @PNASNews Men ~36 trillion cells Women ~28 trillion cells an inverse relationship between cell size and count pnas.org/doi/10.1073/pn…
We are planning to build a high-performance computing cluster with 1000+ GPUs to accelerate AI for biomedical science, including advancing the development of new virtual cell 👇🪡czi.co/3Ps2vtE
Thanks @IdoAmitLab for motivating science run in Basel!
We are thrilled to share our latest work, a collaborative effort with @TreutleinLab, in Nature (nature.com/articles/s4158…). We introduce CHOOSE, a powerful screening system within cerebral organoids, through which we identified developmental defects associated with autism. 🧵1/7
Our journey of multiplexed DIA, encompassing applications in spatial #singlecell #proteomics, is showcased on the cover of the latest issue of @MolSystBiol. We are excited about the prospects of sensitivity, reproducibility and high-throughput applications in clinical proteomics.
09/2023 Issue ➡️ embopress.org/toc/17444292/2… #multiomics in gut microbial communities, predicting fermentation function in wine yeast consortia from community composition... Cover: automated multiplexed DIA workflow for bulk or #singlecell #proteomics @labs_mann #SystemsBiology