@3DiMMUNE@Nature Wait, centering data then clipping all negatives to zero? ๐คจ Thatโs one way to force NMF to work, but youโre basically deleting half the variance just to keep the algorithm happy. It looks like the "few months" prophecy was a bit optimistic!
@tangming2005@XShirleyLiu Hi Tommy. The TISMO portal has been down for a while. Do you know if a mirror or copy of the data is accessible elsewhere, or if you happen to know someone from the former Liu Lab who might be able to help revive the portal or share processed data with us?
@RiyueSunnyBao Whatโs the objective of such integration? To find commonalities between tumor cells, I suggest integrating them separately using an unsupervised approach if you need a joint embedding for downstream, or use NMF to dissect gene expression programs wo integration.
@maxim_artyomov@ImmunityCP Congratulations on this impressive effort and resource! Could you please check data availability? Synapse under accession code syn49637038 does not return anything.
@MHemingNeuro@tangming2005 @theHumanBorch @YosefLab recently presented MrVI at @SCG2023, which does exactly that. Multiscale PHATE and PhEMD from @KrishnaswamyLab are also relevant. Per cell type NMF-based analysis of transcriptional heterogeneity also seems to work well as mentioned previously.
Hi @SwissEmbassyIr, are you aware that there is no availability for a VISITOR visa appointment at @VFSGlobal in Tehran until Jun 2024? How is this possible? Are we back to a black market situation like a few years ago? Please fix this!
Hi @vfsglobalcare , been having issues accessing the appointment booking system (applying from Iran, going to Switzerland) for the past few days. I get the same error in ๐จ๐ญ as family&friends in ๐ฎ๐ท . Please advise.
Single-Cell RNA-seq data is notoriously noisy. There are dozens of methods for cleaning it, but how do you know when theyโre working right?
How clean is too clean?
Presenting...Molecular Cross-Validation
https://t.co/5Qeu7jxo4i
@tangming2005 Most relevant messages are: 1) Multiple ML approaches failed to identify a baseline gene signature highly predictive of response across indications, 2) Signatures described previously failed to validate, and 3) need to consider indication-specific molecular contexts.
ยก๐ฃ๐ต๐ ๐๐ป๐๐ฒ๐ฟ๐ป๐๐ต๐ถ๐ฝ!
Give yourself the gift of a 9 month research internship in industry (much better than socks). Or pass it on to someone you know.
https://t.co/Jp1ZPmJnNm
Is chromosomal and/or focal copy number alterations predictive of patientsโ survival following immunotherapy across all cancer types?
We answer this in our latest preprint, which contradicts major recently published claims about this relationship. https://t.co/NiriLgI4DJ
Drug target identification is at the heart of drug development, and weโve been working to change how itโs been done.
We present DeepTarget: a new computational tool to characterize a drugโs mechanism of action in-depth beyond its primary target. ๐งฐ๐งต๐
https://t.co/MuNTjsiniI
5 years ago, I proposed using #DeepLearning to predict response to immunotherapy in TCR-Seq.
๐งฌ๐งฌ๐งฌ๐งฌ
Last year, we published #DeepTCR. Today, I am proud to share its application in cancer immunology, now out in @ScienceAdvances#ScienceResearch
๐ถ๐ท๐ถ๐ท
https://t.co/VRxPqwZP5F
Some time ago, @SherlockpHolmes told me: โPremature agglomeration is the root of all evil.โ Those wise words inspired me to embark on a project Iโm incredibly excited to share today. https://t.co/lOHlg3WPDq 1/