Our latest work exploring ultra rare CRISPR systems with new big data algorithms has been published by
@ScienceMagazine
!
@zhangf
@soumya_kannan12
. This thread will unwrap how we found needles in a haystack of metagenomes. Let's dive in! (1/8)
Our latest research, published in
@PNASNews
, identifies nearly 1 million OMEGA-TnpB & CRISPR-Cas12 genome editors. Key insights? RNA-guided activity is linked to more processes than we thought: transcription, transposition, motility and more!
#CRISPR
(1/3)
Check out our latest work on a new algorithm for protein clustering and the discovery of new CRISPR systems! More on this soon. So grateful to have this work published by
@ScienceMagazine
!
Using a new algorithm called FLSHclust, researchers have revealed rare and previously unknown
#CRISPR
-Cas systems.
The approach and results provide novel opportunities for understanding the vast functional diversity of microbial proteins.
CRISPR defense now known to target mRNAs in ribosomes - the source of all proteins in the cell - in order to prevent viruses from making proteins. Truly amazing!
CRISPR technologies are powerful gene editing tools because they are programmable. We are excited to describe 3 new programmable systems, IscB, IsrB, and TnpB, some of the most abundant genes on the planet, with potential for gene editing.
@ScienceMagazine
🌐 With now over a billion sequenced known proteins, it has become challenging to analyze them all. So we developed FLSHclust, an algorithm that can deep cluster billions of proteins in nearly linear time.
#BigData
#Bioinformatics
(2/8)
🔍 Strikingly, a candidate Type VII CRISPR system emerged. We show that these are a new class of RNA editors that rely on a new effector, Cas14, which contains a β-CASP RNase domain and a domain distantly related to part of Cas10. (4/8)
We're excited about the potential impact of our work and look forward to collaborating with the scientific community to explore these systems further. A huge thank you to our team and collaborators
@rachel_oshiro
@lkmoeller
. Follow us for more updates
#TeamScience
(8/8)
Navigating grad school apps? I've been there! Offering help for anyone diving into Bio, Bioengineering, and Bioinformatics PhD applications. Happy to share feedback & some much-needed moral support. Let's make this journey easier!
#PhD
#GradSchoolApps
🧬 The remaining systems we identified include new CRISPR-linked transposon systems, CARF effectors, reverse-transcriptase associated acquisition modules, large ATPase systems, and more, highlighting the vast untapped natural diversity of CRISPR functions
#CRISPR
(7/8)
🔍 The functions of type IV CRISPR systems have remained enigmatic for years. Our search unveiled a new subtype that uses an HNH nuclease domain, resulting in targeted processive degradation of DNA (5/8)
🌐 We used FLSHclust to develop an ultra-sensitive CRISPR discovery pipeline, discovering 188 rare CRISPR-linked systems from ~8TB of genomic data. These systems we found have diverse biochemical functions.
#GenomeMining
#CRISPR
(3/8)
🔍We also uncovered new types of precise genome editors in which multi-component type I CRISPR systems naturally lost Cas3 and gained an HNH nuclease, resulting in newly evolved precise genome editors.
#GenomeEditing
(6/8)
A new preprint from
@shsternberg
@SternbergLab
shows that TnpB, the ancestor of CRISPR-Cas12, has been naturally co-opted for RNA-guided transcriptional regulation of bacterial flagellin systems!
Presenting Slide-TCR-seq: our method for measuring the transcriptomes of cells & T cell receptor (TCR) sequences in situ!
This collaboration w/ Bryan Iorgulescu, Shuqiang Li, Catherine Wu, and
@insitubiology
led to some cool findings...
1/8
@Kaju_Nut
I tried to limit all my undergrad research to summers because it let me take lots of interesting classes to build foundations in many fields which is an investment in future research.
I think we're now taking away this investment and just focusing on the short term. Sad
Our work on compact Cas13s for AAV-deliverable RNA base editors is on the cover of NBT! This work aims to bring RNA editing closer to the clinic. RNA editing has distinct advantages from DNA editing, one of which is that it does not change a patient's genome sequence.
#CRISPR
The February issue is live
Our cover features a rendering of the predicted structure of an RNA editor based on the compact Cas13bt enzyme presented by Kannan et al.
@Deconstructdog
@Patrick18287926
I see your perspective, and I'd like to offer that scientific precedence is worth valuing. It helps keep scientists working on diverse problems. The number of views or citations is a metric of hotness rather than scientific contribution. Truth is truth, at least we hope.
@KimiChernoby
What do you make of this? "The national average salary for a doctor is $239,408 per year, while the national average salary for a lawyer is $71,546 per year. Other factors, like location, can also affect their earnings" from
@Jwestrob
Dali is the most sensitive search you can do at scale using distance matrix alignment rather than 2D DL based sequence alignment. These repeats do seem structural though!
@neuromichael
Question: as I have contemplated pet mice many times, I always wonder if it would make it harder for me to separate emotion when doing research involving mouse work. Did you ever experience anything like this? Thank you!