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2.
Nat Methods ; 18(10): 1213-1222, 2021 10.
Article in English | MEDLINE | ID: mdl-34594034

ABSTRACT

Recent years have witnessed rapid progress in the field of epitranscriptomics. Functional interpretation of the epitranscriptome relies on sequencing technologies that determine the location and stoichiometry of various RNA modifications. However, contradictory results have been reported among studies, bringing the biological impacts of certain RNA modifications into doubt. Here, we develop a synthetic RNA library resembling the endogenous transcriptome but without any RNA modification. By incorporating this modification-free RNA library into established mapping techniques as a negative control, we reveal abundant false positives resulting from sequence bias or RNA structure. After calibration, precise and quantitative mapping expands the understanding of two representative modification types, N6-methyladenosine (m6A) and 5-methylcytosine (m5C). We propose that this approach provides a systematic solution for the calibration of various RNA-modification mappings and holds great promise in epitranscriptomic studies.


Subject(s)
Epigenesis, Genetic , Gene Library , High-Throughput Nucleotide Sequencing/methods , RNA/genetics , Transcriptome , Calibration , Gene Expression Regulation , HeLa Cells , Humans
3.
Cell Rep ; 36(9): 109635, 2021 08 31.
Article in English | MEDLINE | ID: mdl-34469724

ABSTRACT

Microbes employ sophisticated cellular networks encoded by complex genomes to rapidly adapt to changing environments. High-throughput genome engineering methods are valuable tools for functionally profiling genotype-phenotype relationships and understanding the complexity of cellular networks. However, current methods either rely on special homologous recombination systems and are thus applicable in only limited bacterial species or can generate only nonspecific mutations and thus require extensive subsequent screening. Here, we report a site-specific transposon-assisted genome engineering (STAGE) method that allows high-throughput Cas12k-guided mutagenesis in various microorganisms, such as Pseudomonas aeruginosa and Klebsiella pneumoniae. Exploiting the powerful STAGE technique, we construct a site-specific transposon mutant library that focuses on all possible transcription factors (TFs) in P. aeruginosa, enabling the comprehensive identification of essential genes and antibiotic-resistance-related factors. Given its broad host range activity and easy programmability, this method can be widely adapted to diverse microbial species for rapid genome engineering and strain evolution.


Subject(s)
Bacterial Proteins/metabolism , CRISPR-Associated Proteins/metabolism , Drug Resistance, Bacterial/genetics , Gene Editing , Klebsiella pneumoniae/genetics , Pseudomonas aeruginosa/genetics , Transcription Factors/genetics , Transposases/metabolism , Bacterial Proteins/genetics , CRISPR-Associated Proteins/genetics , Gene Expression Regulation, Bacterial , Gene Library , Genome, Bacterial , High-Throughput Nucleotide Sequencing , Klebsiella pneumoniae/enzymology , Mutagenesis , Mutation , Pseudomonas aeruginosa/enzymology , Transcription Factors/metabolism , Transposases/genetics
4.
Adv Sci (Weinh) ; 8(11): e2003902, 2021 06.
Article in English | MEDLINE | ID: mdl-34105279

ABSTRACT

Deficiency of the N6 -methyladenosine (m6 A) methyltransferase complex results in global reduction of m6 A abundance and defective cell development in embryonic stem cells (ESCs). However, it's unclear whether regional m6 A methylation affects cell fate decisions due to the inability to modulate individual m6 A modification in ESCs with precise temporal control. Here, a targeted RNA m6 A erasure (TRME) system is developed to achieve site-specific demethylation of RNAs in human ESCs (hESCs). TRME, in which a stably transfected, doxycycline-inducible dCas13a is fused to the catalytic domain of ALKBH5, can precisely and reversibly demethylate the targeted m6 A site of mRNA and increase mRNA stability with limited off-target effects. It is further demonstrated that temporal m6 A erasure on a single site of SOX2 is sufficient to control the differentiation of hESCs. This study provides a versatile toolbox to reveal the function of individual m6 A modification in hESCs, enabling cell fate control studies at the epitranscriptional level.


Subject(s)
Adenosine/analogs & derivatives , AlkB Homolog 5, RNA Demethylase/genetics , Cell Differentiation/genetics , SOXB1 Transcription Factors/genetics , Adenosine/genetics , Caspases/genetics , Catalytic Domain/genetics , Cell Lineage/genetics , Cell Proliferation/genetics , Demethylation , Embryonic Stem Cells/cytology , Embryonic Stem Cells/metabolism , Humans , Methylation , Methyltransferases/genetics , Pluripotent Stem Cells/metabolism , RNA Stability/genetics , RNA, Messenger/genetics
5.
Database (Oxford) ; 20192019 01 01.
Article in English | MEDLINE | ID: mdl-31411686

ABSTRACT

Clustered regularly interspaced short palindromic repeats (CRISPR) and associated proteins (Cas) constitute CRISPR-Cas systems, which are antiphage immune systems present in numerous bacterial and most archaeal species. In recent years, CRISPR-Cas systems have been developed into reliable and powerful genome editing tools. Nevertheless, finding similar or better tools from bacteria or archaea remains crucial. This requires the exploration of different CRISPR systems, identification and characterization new Cas proteins. Archives tailored for Cas proteins are urgently needed and necessitate the prediction and grouping of Cas proteins into an information center with all available experimental evidence. Here, we constructed Cas Protein Data Bank (CasPDB), an integrated and annotated online database for Cas proteins from bacteria and archaea. The CasPDB database contains 287 reviewed Cas proteins, 257 745 putative Cas proteins and 3593 Cas operons from 32 023 bacteria species and 1802 archaea species. The database can be freely browsed and searched. The CasPDB web interface also represents all the 3593 putative Cas operons and its components. Among these operons, 328 are members of the type II CRISPR-Cas system.


Subject(s)
Archaea/genetics , Archaeal Proteins/genetics , Bacteria/genetics , Bacterial Proteins/genetics , CRISPR-Associated Proteins/genetics , CRISPR-Cas Systems , Databases, Protein
6.
Nat Commun ; 10(1): 2065, 2019 05 06.
Article in English | MEDLINE | ID: mdl-31061416

ABSTRACT

N6-Methyladenosine (m6A) modification has been implicated in the progression of several cancers. We reveal that during epithelial-mesenchymal transition (EMT), one important step for cancer cell metastasis, m6A modification of mRNAs increases in cancer cells. Deletion of methyltransferase-like 3 (METTL3) down-regulates m6A, impairs the migration, invasion and EMT of cancer cells both in vitro and in vivo. m6A-sequencing and functional studies confirm that Snail, a key transcription factor of EMT, is involved in m6A-regulated EMT. m6A in Snail CDS, but not 3'UTR, triggers polysome-mediated translation of Snail mRNA in cancer cells. Loss and gain functional studies confirm that YTHDF1 mediates m6A-increased translation of Snail mRNA. Moreover, the upregulation of METTL3 and YTHDF1 act as adverse prognosis factors for overall survival (OS) rate of liver cancer patients. Our study highlights the critical roles of m6A on regulation of EMT in cancer cells and translation of Snail during this process.


Subject(s)
Adenosine/analogs & derivatives , Epithelial-Mesenchymal Transition/genetics , Liver Neoplasms/genetics , RNA/metabolism , Snail Family Transcription Factors/genetics , Adenosine/metabolism , Animals , Cell Line, Tumor , Down-Regulation , Female , Gene Expression Regulation, Neoplastic , Gene Knockdown Techniques , Humans , Kaplan-Meier Estimate , Liver/pathology , Liver Neoplasms/mortality , Liver Neoplasms/pathology , Methylation , Methyltransferases/genetics , Methyltransferases/metabolism , Mice , Mice, Inbred BALB C , Mice, Nude , RNA Processing, Post-Transcriptional , RNA-Binding Proteins/metabolism , Tissue Array Analysis , Up-Regulation , Xenograft Model Antitumor Assays
7.
IEEE/ACM Trans Comput Biol Bioinform ; 16(4): 1313-1315, 2019.
Article in English | MEDLINE | ID: mdl-28186905

ABSTRACT

The CRISPR-Cas (clustered regularly interspaced short palindromic repeats-CRISPR-associated proteins) adaptive immune systems are discovered in many bacteria and most archaea. These systems are encoded by cas (CRISPR-associated) operons that have an extremely diverse architecture. The most crucial step in the depiction of cas operons composition is the identification of cas genes or Cas proteins. With the continuous increase of the newly sequenced archaeal and bacterial genomes, the recognition of new Cas proteins is becoming possible, which not only provides candidates for novel genome editing tools but also helps to understand the prokaryotic immune system better. Here, we describe HMMCAS, a web service for the detection of CRISPR-associated structural and functional domains in protein sequences. HMMCAS uses hmmscan similarity search algorithm in HMMER3.1 to provide a fast, interactive service based on a comprehensive collection of hidden Markov models of Cas protein family. It can accurately identify the Cas proteins including those fusion proteins, for example the Cas1-Cas4 fusion protein in Candidatus Chloracidobacterium thermophilum B (Cab. thermophilum B). HMMCAS can also find putative cas operon and determine which type it belongs to. HMMCAS is freely available at http://i.uestc.edu.cn/hmmcas.


Subject(s)
CRISPR-Cas Systems , Computational Biology/methods , Software , Acidobacteria/genetics , Algorithms , Archaea/genetics , Archaeal Proteins/chemistry , Bacteria/genetics , Bacterial Proteins/chemistry , Genome, Archaeal , Genome, Bacterial , Internet , Markov Chains , Methanocaldococcus/genetics , Mimiviridae/genetics , Operon , Phylogeny , Protein Domains , Proteome , Proteomics
8.
Database (Oxford) ; 20182018 01 01.
Article in English | MEDLINE | ID: mdl-29688378

ABSTRACT

Database URL: The BDB database is available at http://immunet.cn/bdb.


Subject(s)
Databases, Bibliographic , Peptide Library
9.
Nucleic Acids Res ; 46(D1): D393-D398, 2018 01 04.
Article in English | MEDLINE | ID: mdl-29036676

ABSTRACT

CRISPR-Cas is a tool that is widely used for gene editing. However, unexpected off-target effects may occur as a result of long-term nuclease activity. Anti-CRISPR proteins, which are powerful molecules that inhibit the CRISPR-Cas system, may have the potential to promote better utilization of the CRISPR-Cas system in gene editing, especially for gene therapy. Additionally, more in-depth research on these proteins would help researchers to better understand the co-evolution of bacteria and phages. Therefore, it is necessary to collect and integrate data on various types of anti-CRISPRs. Herein, data on these proteins were manually gathered through data screening of the literatures. Then, the first online resource, anti-CRISPRdb, was constructed for effectively organizing these proteins. It contains the available protein sequences, DNA sequences, coding regions, source organisms, taxonomy, virulence, protein interactors and their corresponding three-dimensional structures. Users can access our database at http://cefg.uestc.edu.cn/anti-CRISPRdb/ without registration. We believe that the anti-CRISPRdb can be used as a resource to facilitate research on anti-CRISPR proteins and in related fields.


Subject(s)
Bacteriophages/physiology , CRISPR-Cas Systems , Databases, Protein , Viral Proteins/chemistry , Viral Proteins/genetics , Viral Proteins/metabolism
10.
Nucleic Acids Res ; 44(D1): D1127-32, 2016 Jan 04.
Article in English | MEDLINE | ID: mdl-26503249

ABSTRACT

The BDB database (http://immunet.cn/bdb) is an update of the MimoDB database, which was previously described in the 2012 Nucleic Acids Research Database issue. The rebranded name BDB is short for Biopanning Data Bank, which aims to be a portal for biopanning results of the combinatorial peptide library. Last updated in July 2015, BDB contains 2904 sets of biopanning data collected from 1322 peer-reviewed papers. It contains 25,786 peptide sequences, 1704 targets, 492 known templates, 447 peptide libraries and 310 crystal structures of target-template or target-peptide complexes. All data stored in BDB were revisited, and information on peptide affinity, measurement method and procedures was added for 2298 peptides from 411 sets of biopanning data from 246 published papers. In addition, a more professional and user-friendly web interface was implemented, a more detailed help system was designed, and a new on-the-fly data visualization tool and a series of tools for data analysis were integrated. With these new data and tools made available, we expect that the BDB database would become a major resource for scholars using phage display, with improved utility for biopanning and related scientific communities.


Subject(s)
Databases, Chemical , Peptide Library , Peptides/chemistry , Cell Surface Display Techniques , Internet , Software
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