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1.
Sci Rep ; 13(1): 7678, 2023 05 11.
Article in English | MEDLINE | ID: mdl-37169829

ABSTRACT

Cell-cycle control is accomplished by cyclin-dependent kinases (CDKs), motivating extensive research into CDK targeting small-molecule drugs as cancer therapeutics. Here we use combinatorial CRISPR/Cas9 perturbations to uncover an extensive network of functional interdependencies among CDKs and related factors, identifying 43 synthetic-lethal and 12 synergistic interactions. We dissect CDK perturbations using single-cell RNAseq, for which we develop a novel computational framework to precisely quantify cell-cycle effects and diverse cell states orchestrated by specific CDKs. While pairwise disruption of CDK4/6 is synthetic-lethal, only CDK6 is required for normal cell-cycle progression and transcriptional activation. Multiple CDKs (CDK1/7/9/12) are synthetic-lethal in combination with PRMT5, independent of cell-cycle control. In-depth analysis of mRNA expression and splicing patterns provides multiple lines of evidence that the CDK-PRMT5 dependency is due to aberrant transcriptional regulation resulting in premature termination. These inter-dependencies translate to drug-drug synergies, with therapeutic implications in cancer and other diseases.


Subject(s)
Neoplasms , Humans , Cell Cycle Checkpoints , Cell Cycle/genetics , Neoplasms/drug therapy , Protein-Arginine N-Methyltransferases/pharmacology
2.
J Hematol Oncol ; 14(1): 182, 2021 10 30.
Article in English | MEDLINE | ID: mdl-34717720

ABSTRACT

Asparaginase is an important drug to treat childhood haematological malignancies. Data on the association between human leukocyte antigens (HLA) and asparaginase hypersensitivity among Chinese are lacking. We conducted a retrospective study to identify HLA alleles associated with asparaginase hypersensitivity among Chinese children with acute lymphoblastic leukaemia (ALL), mixed phenotype leukaemia and non-Hodgkin lymphoma (NHL), who received asparaginases with HLA typing performed between 2009 and 2019. 107 Chinese patients were analysed. 66.3% (71/107) developed hypersensitivity to at least one of the asparaginases. HLA-B*46:01 (OR 3.8, 95% CI 1.4-10.1, p < 0.01) and DRB1*09:01 (OR 4.3, 95% CI 1.6-11.4, p < 0.01) were significantly associated with L-asparaginase hypersensitivities, which remained significant after adjustment for age, gender and B cell ALL [HLA-B*46:01 (adjusted OR 3.5, 95% 1.3-10.5, p = 0.02) and DRB1*09:01 (OR 4.4, 95% CI 1.6-13.3, p < 0.01)].


Subject(s)
Antineoplastic Agents/adverse effects , Asparaginase/adverse effects , Drug Hypersensitivity/genetics , HLA Antigens/genetics , Alleles , Antineoplastic Agents/therapeutic use , Asian People/genetics , Asparaginase/therapeutic use , Child , Child, Preschool , China/epidemiology , Drug Hypersensitivity/etiology , Female , Genetic Predisposition to Disease , Humans , Lymphoma, Non-Hodgkin/drug therapy , Male , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Retrospective Studies
3.
Proc Natl Acad Sci U S A ; 114(47): 12512-12517, 2017 11 21.
Article in English | MEDLINE | ID: mdl-29078313

ABSTRACT

Accurate detection of variants and long-range haplotypes in genomes of single human cells remains very challenging. Common approaches require extensive in vitro amplification of genomes of individual cells using DNA polymerases and high-throughput short-read DNA sequencing. These approaches have two notable drawbacks. First, polymerase replication errors could generate tens of thousands of false-positive calls per genome. Second, relatively short sequence reads contain little to no haplotype information. Here we report a method, which is dubbed SISSOR (single-stranded sequencing using microfluidic reactors), for accurate single-cell genome sequencing and haplotyping. A microfluidic processor is used to separate the Watson and Crick strands of the double-stranded chromosomal DNA in a single cell and to randomly partition megabase-size DNA strands into multiple nanoliter compartments for amplification and construction of barcoded libraries for sequencing. The separation and partitioning of large single-stranded DNA fragments of the homologous chromosome pairs allows for the independent sequencing of each of the complementary and homologous strands. This enables the assembly of long haplotypes and reduction of sequence errors by using the redundant sequence information and haplotype-based error removal. We demonstrated the ability to sequence single-cell genomes with error rates as low as 10-8 and average 500-kb-long DNA fragments that can be assembled into haplotype contigs with N50 greater than 7 Mb. The performance could be further improved with more uniform amplification and more accurate sequence alignment. The ability to obtain accurate genome sequences and haplotype information from single cells will enable applications of genome sequencing for diverse clinical needs.


Subject(s)
Contig Mapping/methods , Genome, Human , Haplotypes , Microfluidic Analytical Techniques/methods , Single-Cell Analysis/methods , Whole Genome Sequencing/methods , Alleles , Cell Line , Contig Mapping/statistics & numerical data , Fibroblasts/cytology , Fibroblasts/metabolism , HLA Antigens/genetics , HLA Antigens/metabolism , Humans , Microfluidic Analytical Techniques/instrumentation , Mutation , Polymorphism, Single Nucleotide , Single-Cell Analysis/instrumentation , Whole Genome Sequencing/instrumentation
4.
Lab Chip ; 13(17): 3389-97, 2013 Sep 07.
Article in English | MEDLINE | ID: mdl-23828542

ABSTRACT

We report a method for fabricating permeable polymer microstructure barriers in polydimethylsiloxane (PDMS) microfluidic devices and the use of the devices to capture and transport DNA and cells. The polymer microstructure in a desired location in a fluidic channel is formed in situ by the polymerization of acrylamide and polyethylene diacrylate cross-linker (PEG-DA) monomer in a solution which is trapped in the location using a pair of PDMS valves. The porous polymer microstructure provides a mechanical barrier to convective fluid flow in the channel or between two microfluidic chambers while it still conducts ions or small charged species under an electric field, allowing for the rapid capture and transport of biomolecules and cells by electrophoresis. We have demonstrated the application of the devices for the rapid capture and efficient release of bacteriophage λ genomic DNA, solution exchange and for the transport and capture of HeLa cells. Our devices will enable the multi-step processing of biomolecules and cells or individual cells within a single microfluidic chamber.


Subject(s)
Cell Separation/methods , DNA/chemistry , DNA/isolation & purification , Dimethylpolysiloxanes/chemistry , Microfluidic Analytical Techniques/methods , Electricity , HeLa Cells , Humans , Microfluidic Analytical Techniques/instrumentation , Permeability , Surface Properties
5.
PLoS One ; 6(10): e26029, 2011.
Article in English | MEDLINE | ID: mdl-22016804

ABSTRACT

Neural crest stem cells (NCSCs) play an important role in the development and represent a valuable cell source for tissue engineering. However, how mechanical factors in vivo regulate NCSC differentiation is not understood. Here NCSCs were derived from induced pluripotent stem cells and used as a model to determine whether vascular mechanical strain modulates the differentiation of NCSCs into smooth muscle (SM) lineage. NCSCs were cultured on micropatterned membranes to mimic the organization of smooth muscle cells (SMCs), and subjected to cyclic uniaxial strain. Mechanical strain enhanced NCSC proliferation and ERK2 phosphorylation. In addition, mechanical strain induced contractile marker calponin-1 within 2 days and slightly induced SM myosin within 5 days. On the other hand, mechanical strain suppressed the differentiation of NCSCs into Schwann cells. The induction of calponin-1 by mechanical strain was inhibited by neural induction medium but further enhanced by TGF-ß. For NCSCs pre-treated with TGF-ß, mechanical strain induced the gene expression of both calponin-1 and SM myosin. Our results demonstrated that mechanical strain regulates the differentiation of NCSCs in a manner dependent on biochemical factors and the differentiation stage of NCSCs. Understanding the mechanical regulation of NCSC differentiation will shed light on the development and remodeling of vascular tissues, and how transplanted NCSCs respond to mechanical factors.


Subject(s)
Cell Differentiation , Embryonic Stem Cells/cytology , Microtechnology , Myocytes, Smooth Muscle/cytology , Neural Crest/cytology , Stress, Mechanical , Biomarkers/metabolism , Calcium-Binding Proteins/metabolism , Cell Differentiation/drug effects , Cell Proliferation/drug effects , Embryonic Stem Cells/drug effects , Embryonic Stem Cells/metabolism , Gene Expression Regulation/drug effects , Humans , Membranes, Artificial , Microfilament Proteins/metabolism , Myocytes, Smooth Muscle/drug effects , Myosin Heavy Chains/metabolism , Schwann Cells/cytology , Schwann Cells/drug effects , Surface Properties , Time Factors , Transforming Growth Factor beta/pharmacology , Calponins
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