Solomon Charles (@CUSolomon) profile picture

Bioinformatician interested in gene regulatory network.

Leicester, England
Joined November 2013
Photo by Solomon Charles (@CUSolomon)
Research Bytes: I received credit from University of Leicester t-eu-1.cred.ly/uKdCbw3X2diNI…
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Solomon Charles retweeted
Since the 1960s, the genetic code has been used to predict protein sequences from DNA and mRNA sequences.  Our @Nature article demonstrates that these predictions miss thousands of protein sequences present in human tissues. Across >1,000 human samples, we identified numerous abundant proteins whose amino acid sequences differ from those predicted by the genetic code. These proteins are not rare translation byproducts. They accumulate to thousands of copies per cell. Some are more abundant than the proteins predicted by the genetic code from the same transcripts. Their abundance reflects a combination of alternate RNA decoding mechanisms — including codon-anticodon mismatches, tRNA abundance, and RNA modifications — and selective stabilization of the resulting proteins. The last factor – protein stability – emerges as a major determinant of protein abundance across proteins, proteoforms and cell types: slavovlab.net/research.htm#P… Alternate RNA decoding is pervasive across functional groups of proteins, healthy and diseased tissues. It affects proteins playing key roles in neurodegeneration, and some alternately decoded proteins show strong enrichment in tumors compared to their surrounding tissues. This discovery has been a long and exhilarating journey with Shira Tsour and the @slavovLab team. It started in 2019 and proceeded through many challenges and thrilling highs. A journey that has opened new perspectives that we long to explore! 1/
We report many proteins not predicted by the genetic code. They are stable & abundant O( 10³ ) copies / cell. Generative mechanisms include codon-anticodon mismatches & RNA modifications. Their abundance depends on codon frequency & protein stability. biorxiv.org/content/10.1101/…
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Top 4 things to know about doing science: 1. You need to have someone you can talk to 2. One-on-one discussions are the best 3. Think about discussions as improvisations and use the ‘yes, and’ rule 4. Create a safe space so both of you feel open to saying seemingly silly things
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I have been invited to share my findings on the "Transethnic Mendelian Randomisation of Haematological Traits and Type-2 Diabetes Mellitus" at the weekly @MRC_Uganda and @IAVI . Join us for an enlightening session! #seminar #research #phd #uvri
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Solomon Charles retweeted
Last few days to apply for this PhD. Please share with any good undergrad/masters students you may have :) September 2024 - May 2025 start date. #FindAPhD #PhD #FundedPhD #Epigenetics #Toxicology #EnvironmentalHealth #HumanHealth #Pollution #PFAS
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Solomon Charles retweeted
Stellar team of organisers and trainers including @R_Rahbari @pille_hallast @kayeshac1 @laidlawsean @MaxGalder @CUSolomon @vflorelo and @erikgarrison for our closing keynote lecture!
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Apply for this course if you would like to understand more about the technology, analysis workflows and resources for next-generation sequencing data analysis: ebi.ac.uk/training/events/ge… Applications close 22 July #genomics #bioinformatics
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Solomon Charles retweeted
Application deadline for our @EBItraining sequencing course is 22nd July! It covers all qc and mapping steps, variant calling for short and structural variants, how to analyse both short and long read sequencing data, and the basics of how to build a pipeline. Spread the word!
Apply for this course if you would like to understand more about the technology, analysis workflows and resources for next-generation sequencing data analysis: ebi.ac.uk/training/events/ge… Applications close 22 July #genomics #bioinformatics
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Mendelian Randomisation (MR) is going to hell in a handcart, with an exponential weekly increase of papers with Mendelian Randomisation in the title, most of them nonsense. 25th April 4.30pm online or in person @ucl I'll talk about what should be done forms.office.com/pages/respo…
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Solomon Charles retweeted
"caQTLs and haQTLs capture regulatory variations not associated with eQTLs and explain ∼49% of the functionally annotated GWAS loci" Been clear for a while that accessibility & histone marks provide more info for explaining & fine mapping GWAS loci than expression. 1/
Multi-omic QTL mapping in early developmental tissues reveals phenotypic and temporal complexity of regulatory variants underlying GWAS loci biorxiv.org/cgi/content/shor… #bioRxiv
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Solomon Charles retweeted
Amen. When I interviewed at Bell Labs at the end of graduate school, I was asked to prepare a 45 min talk that took me 90 min to deliver -- thanks to all the interrupting questions and debate that ensued. It was fantastic! It meant that they cared, and they pushed me in directions I hadn't considered, despite being the nominal expert in my subject. Too often today when I attend a talk, many are not paying much attention (laptops and phones), and the speaker receives little feedback except empty compliments or a few softball questions at the end. Even worse, some speakers take offense at being pushed to defend their work, further stifling intellectual exchange. They should remember that constructive critics are doing them a favor, and that it is an extreme privilege to have the freedom to do science. Same holds true when scientists post their latest work. Rather than empty compliments and congratulations, they would be better served by thoughtful criticism and questions. This is particularly true for preprints, where the hive mind of X could go a long way to turning a good manuscript into a great publication.
Karl Popper (1902-1994) on what it means to be a rationalist ✍️ When I speak of reason or rationalism, all I mean is the conviction that we can learn through criticism of our mistakes and errors, especially through criticism by others, and eventually also through self-criticism. A rationalist is simply someone for whom it is more important to learn than to be proved right; someone who is willing to learn from others — not by simply taking over another's opinions, but by gladly allowing others to criticize his ideas and by gladly criticizing the ideas of others. The emphasis here is on the idea of criticism or, to be more precise, critical discussion. The genuine rationalist does not think that he or anyone else is in possession of the truth; nor does he think that mere criticism as such helps us achieve new ideas. But he does think that, in the sphere of ideas, only critical discussion can help us sort the wheat from the chaff. He is well aware that acceptance or rejection of an idea is never a purely rational matter; but he thinks that only critical discussion can give us the maturity to see an idea from more and more sides and to make a correct judgement of it. -- as mentioned in All Life is Problem Solving (1999)
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Solomon Charles retweeted
The choice of whether to use Seurat or Scanpy for single-cell RNA-seq analysis typically comes down to a preference of R vs. Python. But do they produce the same results? In biorxiv.org/content/10.1101/… w/ @Josephmrich et al. we take a close look. The results are 👀 1/🧵
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Solomon Charles retweeted
Anshul has a great mini-thread here (read up) on why predicting expression from sequence is conceptually much more challenging than predicting chromatin activity. I want to piggy-back on this with some dots that have still not connected for me:
The combination of much less training examples, poor sampling of dynamic range, needle in haystack problem over very long sequences & high varied reg. architecture across genes makes this all extremely challenging for a pure seq -> expr. model.
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Solomon Charles retweeted
This #AHAJournals #ResearchLetter provides a new mechanistic insight into the association between the chromosome 11q22.3 genetic locus and coronary artery disease. @CUSolomon @ShuYe10 #CardioTwitter #CVD ahajrnls.org/47ZtV2m
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Solomon Charles retweeted
Our genome bioinformatics course at @EBItraining is coming back with a revised programme - this year we go from short- to long-read sequencing! 20-24 Nov 2023, Hinxton, UK Deadline 7th August! @CUSolomon @kayeshac1 @R_Rahbari @laidlawsean @MaxGalder ebi.ac.uk/training/events/ge…
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Solomon Charles retweeted
Our latest pre-print on head and body lice! We find males DO NOT have silenced paternal chromosomes, weird for a 'Paternal Genome Elimination' species! The exception of the exception that broke the rule 😂 #PGE #Lice #Epigenetics #GenomicImprinting biorxiv.org/content/10.1101/…
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Solomon Charles retweeted
A 🧵 on some of my intuitions/priors about the genetics of complex and molecular traits in humans (i.e. what I think of as typical), largely motivated by GWAS/QTL studies over the past decade [citing papers with nice figures where possible]
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Solomon Charles retweeted
The paper I am sharing today is a thoughtful philosophical perspective from @sdomcke & @JShendure proposing a new organizational framework for single cell data, as an alternative to e.g Human Cell Atlas Compelling read for both lovers❤️ & skeptics🤔 of single cell genomics 🧵🧵
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Solomon Charles retweeted
My lab will open its doors this summer in the Department of MCDB (@UMich_MCDB). I have openings at all scales (PhD, Postdoc, Tech). Please contact me via email if you’re interested. I could not imagine a better environment to charter new frontiers in cis-regulatory biology!
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Solomon Charles retweeted
#EMBOpopgen is back for its sixth edition, in person 13 – 19 March 2023 in Procida, Italy! Registration deadline 3rd Jan 2023 - RT please! @v_colonna @DrManica @florajay_ @Kelley__Harris @AnnaSapfo @benmpeter @leo_speidel @LucyvanDorp meetings.embo.org/event/23-p… #EMBOpopgen