121 results on '"Daniel M. Czajkowsky"'
Search Results
2. Quantitative catalogue of mammalian mitotic chromosome-associated RNAs
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Le Zhang, Chuansheng Hu, Zeqian Xu, Hua Li, Bishan Ye, Xinhui Li, Daniel M. Czajkowsky, and Zhifeng Shao
- Subjects
Science - Abstract
Abstract The faithful transmission of a cell’s identity and functionality to its daughters during mitosis requires the proper assembly of mitotic chromosomes from interphase chromatin in a process that involves significant changes in the genome-bound material, including the RNA. However, our understanding of the RNA that is associated with the mitotic chromosome is presently limited. Here, we present complete and quantitative characterizations of the full-length mitotic chromosome-associated RNAs (mCARs) for 3 human cell lines, a monkey cell line, and a mouse cell line derived from high-depth RNA sequencing (3 replicates, 47 M mapped read pairs for each replicate). Overall, we identify, on average, more than 20,400 mCAR species per cell-type (including isoforms), more than 5,200 of which are enriched on the chromosome. Notably, overall, more than 2,700 of these mCARs were previously unknown, which thus also expands the annotated genome of these species. We anticipate that these datasets will provide an essential resource for future studies to better understand the functioning of mCARs on the mitotic chromosome and in the cell.
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- 2024
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3. Quantitative Super-Resolution Microscopy Reveals the Relationship between CENP-A Stoichiometry and Centromere Physical Size
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Yaqian Li, Jiabin Wang, Xuecheng Chen, Daniel M. Czajkowsky, and Zhifeng Shao
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centromere chromatin structure ,CENP-A ,stoichiometry ,STORM ,bio-macromolecules ,Biology (General) ,QH301-705.5 ,Chemistry ,QD1-999 - Abstract
Centromeric chromatin is thought to play a critical role in ensuring the faithful segregation of chromosomes during mitosis. However, our understanding of this role is presently limited by our poor understanding of the structure and composition of this unique chromatin. The nucleosomal variant, CENP-A, localizes to narrow regions within the centromere, where it plays a major role in centromeric function, effectively serving as a platform on which the kinetochore is assembled. Previous work found that, within a given cell, the number of microtubules within kinetochores is essentially unchanged between CENP-A-localized regions of different physical sizes. However, it is unknown if the amount of CENP-A is also unchanged between these regions of different sizes, which would reflect a strict structural correspondence between these two key characteristics of the centromere/kinetochore assembly. Here, we used super-resolution optical microscopy to image and quantify the amount of CENP-A and DNA within human centromere chromatin. We found that the amount of CENP-A within CENP-A domains of different physical sizes is indeed the same. Further, our measurements suggest that the ratio of CENP-A- to H3-containing nucleosomes within these domains is between 8:1 and 11:1. Thus, our results not only identify an unexpectedly strict relationship between CENP-A and microtubules stoichiometries but also that the CENP-A centromeric domain is almost exclusively composed of CENP-A nucleosomes.
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- 2023
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4. Epithelial Cells in 2D and 3D Cultures Exhibit Large Differences in Higher-order Genomic Interactions
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Xin Liu, Qiu Sun, Qi Wang, Chuansheng Hu, Xuecheng Chen, Hua Li, Daniel M. Czajkowsky, and Zhifeng Shao
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3D culture ,In situ Hi-C ,Chromosome conformation ,Compartment ,TAD ,Biology (General) ,QH301-705.5 ,Computer applications to medicine. Medical informatics ,R858-859.7 - Abstract
Recent studies have characterized the genomic structures of many eukaryotic cells, often focusing on their relation to gene expression. However, these studies have largely investigated cells grown in 2D cultures, although the transcriptomes of 3D-cultured cells are generally closer to their in vivo phenotypes. To examine the effects of spatial constraints on chromosome conformation, we investigated the genomic architecture of mouse hepatocytes grown in 2D and 3D cultures using in situ Hi-C. Our results reveal significant differences in higher-order genomic interactions, notably in compartment identity and strength as well as in topologically associating domain (TAD)–TAD interactions, but only minor differences are found at the TAD level. Our RNA-seq analysis reveals an up-regulated expression of genes involved in physiological hepatocyte functions in the 3D-cultured cells. These genes are associated with a subset of structural changes, suggesting that differences in genomic structure are critically important for transcriptional regulation. However, there are also many structural differences that are not directly associated with changes in gene expression, whose cause remains to be determined. Overall, our results indicate that growth in 3D significantly alters higher-order genomic interactions, which may be consequential for a subset of genes that are important for the physiological functioning of the cell.
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- 2022
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5. Monocytic THP-1 cells diverge significantly from their primary counterparts: a comparative examination of the chromosomal conformations and transcriptomes
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Yulong Liu, Hua Li, Daniel M. Czajkowsky, and Zhifeng Shao
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Hi-C ,Chromatin conformation ,Monocytes ,Macrophages ,Transcriptome ,Genetics ,QH426-470 - Abstract
Abstract Immortalized cell lines have long been used as model systems to systematically investigate biological processes under controlled and reproducible conditions, providing insights that have greatly advanced cellular biology and medical sciences. Recently, the widely used monocytic leukemia cell line, THP-1, was comprehensively examined to understand mechanistic relationships between the 3D chromatin structure and transcription during the trans-differentiation of monocytes to macrophages. To corroborate these observations in primary cells, we analyze in situ Hi-C and RNA-seq data of human primary monocytes and their differentiated macrophages in comparison to that obtained from the monocytic/macrophagic THP-1 cells. Surprisingly, we find significant differences between the primary cells and the THP-1 cells at all levels of chromatin structure, from loops to topologically associated domains to compartments. Importantly, the compartment-level differences correlate significantly with transcription: those genes that are in A-compartments in the primary cells but are in B-compartments in the THP-1 cells exhibit a higher level of expression in the primary cells than in the THP-1 cells, and vice versa. Overall, the genes in these different compartments are enriched for a wide range of pathways, and, at least in the case of the monocytic cells, their altered expression in certain pathways in the THP-1 cells argues for a less immune cell-like phenotype, suggesting that immortalization or prolonged culturing of THP-1 caused a divergence of these cells from their primary counterparts. It is thus essential to reexamine phenotypic details observed in cell lines with their primary counterparts so as to ensure a proper understanding of functional cell states in vivo.
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- 2021
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6. Controlling Water Flow through a Synthetic Nanopore with Permeable Cations
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Yi Shen, Fan Fei, Yulong Zhong, Chunhai Fan, Jielin Sun, Jun Hu, Bing Gong, Daniel M. Czajkowsky, and Zhifeng Shao
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Chemistry ,QD1-999 - Published
- 2021
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7. High-resolution single-cell 3D-models of chromatin ensembles during Drosophila embryogenesis
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Qiu Sun, Alan Perez-Rathke, Daniel M. Czajkowsky, Zhifeng Shao, and Jie Liang
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Science - Abstract
Balancing high resolution and broad genome coverage in single-cell Hi-C approaches remains challenging. Here, the authors describe a computational method for the reconstruction of a large 3D-ensemble of single-cell chromatin conformations from population Hi-C measurements and apply this model to study embryogenesis in D r o s o p h i l a.
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- 2021
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8. Robust Acquisition of Spatial Transcriptional Programs in Tissues With Immunofluorescence-Guided Laser Capture Microdissection
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Xiaodan Zhang, Chuansheng Hu, Chen Huang, Ying Wei, Xiaowei Li, Miaomiao Hu, Hua Li, Ji Wu, Daniel M. Czajkowsky, Yan Guo, and Zhifeng Shao
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spatial transcriptome ,laser capture microdissection (LCM) ,immunofluorescence ,RNA ,lacteal ,RNAlater ,Biology (General) ,QH301-705.5 - Abstract
The functioning of tissues is fundamentally dependent upon not only the phenotypes of the constituent cells but also their spatial organization in the tissue, as local interactions precipitate intra-cellular events that often lead to changes in expression. However, our understanding of these processes in tissues, whether healthy or diseased, is limited at present owing to the difficulty in acquiring comprehensive transcriptional programs of spatially- and phenotypically-defined cells in situ. Here we present a robust method based on immunofluorescence-guided laser capture microdissection (immuno-LCM-RNAseq) to acquire finely resolved transcriptional programs with as few as tens of cells from snap-frozen or RNAlater-treated clinical tissues sufficient to resolve even isoforms. The protocol is optimized to protect the RNA with a small molecule inhibitor, the ribonucleoside vanadyl complex (RVC), which thereby enables the typical time-consuming immunostaining and laser capture steps of this procedure during which RNA is usually severely degraded in existing approaches. The efficacy of this approach is exemplified by the characterization of differentially expressed genes between the mouse small intestine lacteal cells at the tip versus the main capillary body, including those that function in sensing and responding to local environmental cues to stimulate intra-cellular signalling. With the extensive repertoire of specific antibodies that are presently available, our method provides an unprecedented capability for the analysis of transcriptional networks and signalling pathways during development, pathogenesis, and aging of specific cell types within native tissues.
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- 2022
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9. Temporal Analysis Reveals the Transient Differential Expression of Transcription Factors That Underlie the Trans-Differentiation of Human Monocytes to Macrophages
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Weihang Deng, Min Chen, Ying Tang, Le Zhang, Zeqian Xu, Xinhui Li, Daniel M. Czajkowsky, and Zhifeng Shao
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mononuclear phagocyte system ,trans-differentiation ,macrophage ,time-series analysis ,Biology (General) ,QH301-705.5 ,Chemistry ,QD1-999 - Abstract
The activation of monocytes and their trans-differentiation into macrophages are critical processes of the immune response. Prior work has characterized the differences in the expression between monocytes and macrophages, but the transitional process between these cells is poorly detailed. Here, we analyzed the temporal changes of the transcriptome during trans-differentiation of primary human monocytes into M0 macrophages. We find changes with many transcription factors throughout the process, the vast majority of which exhibit a maximally different expression at the intermediate stages. A few factors, including AP-1, were previously known to play a role in immunological transitions, but most were not. Thus, these findings indicate that this trans-differentiation requires the dynamic expression of many transcription factors not previously discussed in immunology, and provide a foundation for the delineation of the molecular mechanisms associated with healthy or pathological responses that involve this transition.
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- 2022
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10. Identification of Serine 119 as an Effective Inhibitor Binding Site of M. tuberculosis Ubiquitin-like Protein Ligase PafA Using Purified Proteins and M. smegmatis
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He-Wei Jiang, Daniel M. Czajkowsky, Tao Wang, Xu-De Wang, Jia-bin Wang, Hai-Nan Zhang, Cheng-Xi Liu, Fan-Lin Wu, Xiang He, Zhao-Wei Xu, Hong Chen, Shu-Juan Guo, Yang Li, Li-Jun Bi, Jiao-Yu Deng, Jin Xie, Jian-Feng Pei, Xian-En Zhang, and Sheng-Ce Tao
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Medicine ,Medicine (General) ,R5-920 - Abstract
Owing to the spread of multidrug resistance (MDR) and extensive drug resistance (XDR), there is a pressing need to identify potential targets for the development of more-effective anti-M. tuberculosis (Mtb) drugs. PafA, as the sole Prokaryotic Ubiquitin-like Protein ligase in the Pup-proteasome System (PPS) of Mtb, is an attractive drug target. Here, we show that the activity of purified Mtb PafA is significantly inhibited upon the association of AEBSF (4-(2-aminoethyl) benzenesulfonyl fluoride) to PafA residue Serine 119 (S119). Mutation of S119 to amino acids that resemble AEBSF has similar inhibitory effects on the activity of purified Mtb PafA. Structural analysis reveals that although S119 is distant from the PafA catalytic site, it is located at a critical position in the groove where PafA binds the C-terminal region of Pup. Phenotypic studies demonstrate that S119 plays critical roles in the function of Mtb PafA when tested in M. smegmatis. Our study suggests that targeting S119 is a promising direction for developing an inhibitor of M. tuberculosis PafA. Keywords: M. Tuberculosis, Pupylation, PafA, 4-(2-aminoethyl) benzenesulfonyl fluoride
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- 2018
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11. Sub-kb Hi-C in D. melanogaster reveals conserved characteristics of TADs between insect and mammalian cells
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Qi Wang, Qiu Sun, Daniel M. Czajkowsky, and Zhifeng Shao
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Science - Abstract
Topologically associating domain (TAD) boundaries in flies seem to be different from those in mammals. Here, the authors use Hi-C with sub-kb resolution to identify about 4000 TADs in flies, most demarcated by the insulator complexes BEAF-32/CP190 or BEAF-32/Chromator like CTCF/cohesin in mammals.
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- 2018
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12. Fc‐fusion proteins: new developments and future perspectives
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Daniel M. Czajkowsky, Jun Hu, Zhifeng Shao, and Richard J. Pleass
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clinical tools ,Fc‐fusion proteins ,Fc‐receptors ,immunoglobulins ,therapeutic impact ,Medicine (General) ,R5-920 ,Genetics ,QH426-470 - Abstract
Abstract Since the first description in 1989 of CD4‐Fc‐fusion antagonists that inhibit human immune deficiency virus entry into T cells, Fc‐fusion proteins have been intensely investigated for their effectiveness to curb a range of pathologies, with several notable recent successes coming to market. These promising outcomes have stimulated the development of novel approaches to improve their efficacy and safety, while also broadening their clinical remit to other uses such as vaccines and intravenous immunoglobulin therapy. This increased attention has also led to non‐clinical applications of Fc‐fusions, such as affinity reagents in microarray devices. Here we discuss recent results and more generally applicable strategies to improve Fc‐fusion proteins for each application, with particular attention to the newer, less charted areas.
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- 2012
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13. Microdissection of spatially identified single nuclei in a solid tumor for single cell whole genome sequencing
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Yan Guo, Yi Yang, Juan Zhou, Daniel M. Czajkowsky, Bingya Liu, and Zhifeng Shao
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single nucleus ,tissue ,laser microdissection ,isolation ,whole genome amplification ,Biology (General) ,QH301-705.5 - Abstract
The relative spatial distribution of cells in a solid tumor contributes to development of malignancy, yet the details of this process remain poorly understood. To elucidate these mechanisms, the ability to extract and analyze the entire DNA content of individual cells whose precise location in the tumor is known is required, yet such methodology has not yet been described. Here we detail a procedure to directly extract complete individual nuclei from fixed-frozen tissue sections using through-focus analysis coupled with laser microdissection, followed by whole genome amplification. We show that this technique is suitable for routine evaluation of genomic variation such as SNP analyses of the specifically selected nuclei. Our method should provide a means for whole genome variation studies of single cells from spatially defined positions within tumor tissues.
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- 2012
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14. Temporal profiling with ultra-deep RRBS sequencing reveals the relative rarity of stably maintained methylated CpG sites in human cells
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Jianing Wang, Yulan Qin, Yani Kang, Xinhui Li, Yuan Wang, Hua Li, Daniel M. Czajkowsky, and Zhifeng Shao
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Biophysics ,General Medicine ,Biochemistry - Published
- 2022
15. Time‐resolved transcriptomics of mouse gastric pit cells during postnatal development reveals features distinct from whole stomach development
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Ying Wei, Zeqian Xu, Miaomiao Hu, Zhongqin Wu, Axian Liu, Daniel M. Czajkowsky, Yan Guo, and Zhifeng Shao
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Structural Biology ,Genetics ,Biophysics ,Cell Biology ,Molecular Biology ,Biochemistry - Abstract
Whole-organ transcriptomic analyses have emerged as a common method for characterizing developmental transitions in mammalian organs. However, it is unclear if all cell types in an organ follow the whole-organ defined developmental trajectory. Recently, a postnatal two-stage developmental process was described for the mouse stomach. Here, using laser capture microdissection to obtain in situ transcriptomic data, we show that mouse gastric pit cells exhibit four postnatal developmental stages. Interestingly, early stages are characterized by the up-regulation of genes associated with metabolism, a functionality not typically associated with pit cells. Hence, beyond revealing that not all constituent cells develop according to the whole-organ determined pathway, these results broaden our understanding of the pit cell phenotypic landscape during stomach development.
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- 2022
16. Expansion microscopy with carboxylic trifunctional linkers
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Xuecheng Chen, Yaqian Li, Jiabin Wang, Jielin Sun, Daniel M. Czajkowsky, and Zhifeng Shao
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Microscopy ,Biophysics ,General Medicine ,Biochemistry - Published
- 2022
17. Specific pupylation as IDEntity reporter (SPIDER) for the identification of protein-biomolecule interactions
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He-Wei Jiang, Hong Chen, Yun-Xiao Zheng, Xue-Ning Wang, Qingfeng Meng, Jin Xie, Jiong Zhang, ChangSheng Zhang, Zhao-Wei Xu, Zi-Qing Chen, Lei Wang, Wei-Sha Kong, Kuan Zhou, Ming-Liang Ma, Hai-Nan Zhang, Shu-Juan Guo, Jun-Biao Xue, Jing-Li Hou, Zhe-Yi Liu, Wen-Xue Niu, Fang-Jun Wang, Tao Wang, Wei Li, Rui-Na Wang, Yong-Jun Dang, Daniel M. Czajkowsky, JianFeng Pei, Jia-Jia Dong, and Sheng-Ce Tao
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General Agricultural and Biological Sciences ,General Biochemistry, Genetics and Molecular Biology ,General Environmental Science - Published
- 2023
18. Controlling Water Flow through a Synthetic Nanopore with Permeable Cations
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Fan Fei, Zhifeng Shao, Chunhai Fan, Jielin Sun, Bing Gong, Yi Shen, Yulong Zhong, Daniel M. Czajkowsky, and Jun Hu
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Chemistry ,Nanopore ,Chemical engineering ,Water flow ,General Chemical Engineering ,General Chemistry ,QD1-999 ,Research Article - Abstract
There is presently intense interest in the development of synthetic nanopores that recapitulate the functional properties of biological water channels for a wide range of applications. To date, all known synthetic water channels have a hydrophobic lumen, and while many exhibit a comparable rate of water transport as biological water channels, there is presently no rationally designed system with the ability to regulate water transport, a critical property of many natural water channels. Here, we describe a self-assembling nanopore consisting of stacked macrocyclic molecules with a hybrid hydrophilic/hydrophobic lumen exhibiting water transport that can be regulated by alkali metal ions. Stopped-flow kinetic assays reveal a non-monotonic-dependence of transport on cation size as well as a strikingly broad range of water flow, from essentially none in the presence of the sodium ion to as high a flow as that of the biological water channel, aquaporin 1, in the absence of the cations. All-atom molecular dynamics simulations show that the mechanism underlying the observed sensitivity is the binding of cations to defined sites within this hybrid pore, which perturbs water flow through the channel. Thus, beyond revealing insights into factors that can modulate a high-flux water transport through sub-nm pores, the obtained results provide a proof-of-concept for the rational design of next-generation, controllable synthetic water channels., A nanopore of macrocycles with a hydrophilic/hydrophobic lumen exhibits water transport that is regulated by cations, providing a proof-of-concept for next-generation, controllable synthetic channels.
- Published
- 2021
19. Efficient and Fast Immuno-Labeling of Clarified Tissues Using Low-Field Enhanced Diffusion
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Hepeng Zhang, Daniel M. Czajkowsky, Zhifeng Shao, Ni Zhang, Xiaowei Li, and Mohammad Shah Alam
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Tissue clearing ,Materials science ,Staining and Labeling ,Tissue damage ,Biomedical Engineering ,Intact tissue ,Diffusion (business) ,Macromolecular crowding ,Antibodies ,Biomedical engineering - Abstract
Objective : To alleviate the severe limitation of the prohibitively long process of immune-fluorescence labeling on the routine applications of revolutionary intact tissue clearing techniques in diverse biomedical arenas. Methods : We proposed an easily adaptable approach, electro-enhanced rapid staining (EERS), for highly efficient and fast immuno-labeling of thick clarified tissues. In EERS, an optimized and precisely controlled weak external electric field is engineered into a compact device to enable efficient and uniform transport of antibodies into clarified tissues while minimizing the detrimental effect of macromolecular crowding at the tissue-solution interface. Results and Conclusions : The experimental results show that, with EERS, a current density of only ∼0.2 mA mm−2 is sufficient to achieve uniform labeling of clarified tissues of several millimeters thick in a few hours without detectable tissue damage. In addition, the amount of antibodies required is also several-fold lower than conventional immuno-labeling assays under comparable conditions. Significance : It is expected that the implementation of EERS in most laboratories should significantly expedite the application of tissue clearing in a broad range of research explorations, both basic and clinical.
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- 2021
20. Three‐Dimensional Quantitative Imaging of Native Microbiota Distribution in the Gut
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Wei Wang, Ni Zhang, Yahui Du, Juan Gao, Min Li, Liyuan Lin, Daniel M. Czajkowsky, Xiaowei Li, Chaoyong Yang, and Zhifeng Shao
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General Medicine - Published
- 2020
21. Specific Pupylation as IDEntity Reporter (SPIDER) for the identification of Protein-Biomolecule interactions
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He-Wei Jiang, Hong Chen, Yun-Xiao Zheng, Xue-Ning Wang, Qingfeng Meng, Jin Xie, Jiong Zhang, ChangSheng Zhang, Zhao-Wei Xu, ZiQing Chen, Lei Wang, Wei-Sha Kong, Kuan Zhou, Ming-Liang Ma, Hai-Nan Zhang, Shu-Juan Guo, Jun-Biao Xue, Jing-Li Hou, Zhe-Yi Liu, Wen-Xue Niu, Fang-Jun Wang, Tao Wang, Wei Li, Rui-Na Wang, Yong-Jun Dang, Daniel M. Czajkowsky, Yu Qiao, Jia-Jia Dong, JianFeng Pei, and Sheng-Ce Tao
- Abstract
Protein-biomolecule interactions play pivotal roles in almost all biological processes, the identification of the interacting protein is essential. By combining a substrate-based proximity labelling activity from the pupylation pathway of Mycobacterium tuberculosis, and the streptavidin (SA)-biotin system, we developed Specific Pupylation as IDEntity Reporter (SPIDER) for identifying protein-biomolecular interactions. As a proof of principle, SPIDER was successfully applied for global identification of interacting proteins, including substrates for enzyme (CobB), the readers of m6A, the protein interactome of mRNA, and the target proteins of drug (lenalidomide). In addition, by SPIDER, we identified SARS-CoV-2 Omicron variant specific receptors on cell membrane and performed in-depth analysis for one candidate, Protein-g. These potential receptors could explain the differences between the Omicron variant and the Prototype strain, and further serve as target for combating the Omicron variant. Overall, we provide a robust technology which is applicable for a wide-range of protein-biomolecular interaction studies.
- Published
- 2022
22. Single-Molecule Micromanipulation and Super-Resolution Imaging Resolve Nanodomains Underlying Chromatin Folding in Mitotic Chromosomes
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Jiabin Wang, Chuansheng Hu, Xuecheng Chen, Yaqian Li, Jielin Sun, Daniel M. Czajkowsky, and Zhifeng Shao
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Micromanipulation ,General Engineering ,General Physics and Astronomy ,Humans ,General Materials Science ,DNA ,Chromosomes ,Chromatin ,Metaphase - Abstract
The folding of interphase chromatin into highly compact mitotic chromosomes is one of the most recognizable changes during the cell cycle. However, the structural organization underlying this drastic compaction remains elusive. Here, we combine several super resolution methods, including structured illumination microscopy (SIM), binding-activated localization microscopy (BALM), and atomic force microscopy (AFM), to examine the structural details of the DNA within the mitotic chromosome, both in the native state and after up to 30-fold extension using single-molecule micromanipulation. Images of native chromosomes reveal widespread ∼125 nm compact granules (CGs) throughout the metaphase chromosome. However, at maximal extensions, we find exclusively ∼90 nm domains (mitotic nanodomains, MNDs) that are unexpectedly resistant to extensive forces of tens of nanonewtons. The DNA content of the MNDs is estimated to be predominantly ∼80 kb, which is comparable to the size of the inner loops predicted by a recent nested loop model of the mitotic chromosome. With this DNA content, the total volume expected of the human genome assuming closely packed MNDs is nearly identical to what is observed. Thus, altogether, these results suggest that these mechanically stable MNDs, and their higher-order assembly into CGs, are the dominant higher-level structures that underlie the compaction of chromatin from interphase to metaphase.
- Published
- 2022
23. Monocytic THP-1 cells diverge significantly from their primary counterparts: a comparative examination of the chromosomal conformations and transcriptomes
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Zhifeng Shao, Daniel M. Czajkowsky, Yulong Liu, and Hua Li
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THP-1 Cells ,Brief Report ,Macrophages ,Cell ,Cell Differentiation ,General Medicine ,QH426-470 ,Biology ,Monocytes ,Chromatin ,Cell biology ,Transcriptome ,Immune system ,medicine.anatomical_structure ,Hi-C ,Cell culture ,Genetics ,medicine ,Humans ,Monocytic leukemia ,THP1 cell line ,Chromatin conformation ,Immortalised cell line - Abstract
Immortalized cell lines have long been used as model systems to systematically investigate biological processes under controlled and reproducible conditions, providing insights that have greatly advanced cellular biology and medical sciences. Recently, the widely used monocytic leukemia cell line, THP-1, was comprehensively examined to understand mechanistic relationships between the 3D chromatin structure and transcription during the trans-differentiation of monocytes to macrophages. To corroborate these observations in primary cells, we analyze in situ Hi-C and RNA-seq data of human primary monocytes and their differentiated macrophages in comparison to that obtained from the monocytic/macrophagic THP-1 cells. Surprisingly, we find significant differences between the primary cells and the THP-1 cells at all levels of chromatin structure, from loops to topologically associated domains to compartments. Importantly, the compartment-level differences correlate significantly with transcription: those genes that are in A-compartments in the primary cells but are in B-compartments in the THP-1 cells exhibit a higher level of expression in the primary cells than in the THP-1 cells, and vice versa. Overall, the genes in these different compartments are enriched for a wide range of pathways, and, at least in the case of the monocytic cells, their altered expression in certain pathways in the THP-1 cells argues for a less immune cell-like phenotype, suggesting that immortalization or prolonged culturing of THP-1 caused a divergence of these cells from their primary counterparts. It is thus essential to reexamine phenotypic details observed in cell lines with their primary counterparts so as to ensure a proper understanding of functional cell states in vivo. Supplementary Information The online version contains supplementary material available at 10.1186/s41065-021-00205-w.
- Published
- 2021
24. SARS-CoV-2 infection and oxidative stress: Pathophysiological insight into thrombosis and therapeutic opportunities
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Mohammad Shah Alam and Daniel M. Czajkowsky
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Endocrinology, Diabetes and Metabolism ,H2O2, Hydrogen peroxide ,Disease ,medicine.disease_cause ,BMI, Basal metabolic index ,SOD, Superoxide dismutase ,TNFα, Tumor necrosis factor α ,DAMP, Damage-associated molecular pattern ,Pathogenesis ,SARS-CoV-2, Severe acute respiratory syndrome coronavirus-2 ,CVD, Cardiovascular disease ,Immunology and Allergy ,Medicine ,IL, Interleukin ,NADPH, Nicotinamide dinucleotide phosphate ,O2•−, Superoxide anions ,COVID-19, Coronavirus disease 2019 ,NADPH oxidase ,biology ,eNOS, endothelial nitric oxide synthase ,IFN, Interferon ,ICU, Intensive care unit ,NF-κB, Nuclear factor kappa B ,CRP, C-reactive protein ,GPx, Glutathione peroxidase ,Cytokine Release Syndrome ,PAMP, Pathogen-associate molecular patterns ,Immunology ,Pathophysiology ,Article ,General Biochemistry, Genetics and Molecular Biology ,vWF, von Willebrand Factor ,GSH, Reduced glutathione ,RdRp, RNA dependent RNA polymerase ,Immune system ,ACE2, Angiotensin-converting enzyme 2 ,Diabetes mellitus ,Humans ,TLR3, Toll-like receptor 3 ,PRR, Pattern recognition receptors ,GS-SG, Oxidized GSH ,business.industry ,SARS-CoV-2 ,COVID-19 ,Thrombosis ,ARDS, Severe acute respiratory distress syndrome ,medicine.disease ,Angiotensin II ,CAT, Catalase-peroxidase ,Oxidative Stress ,NAC, N-acetyl cysteine ,biology.protein ,OH, Hydroxyl radical ,business ,Cytokine storm ,Oxidative stress ,Ang, Angiotensin ,ROS, Reactive oxygen species - Abstract
The current coronavirus disease 2019 (COVID-19) pandemic has presented unprecedented challenges to global health. Although the majority of COVID-19 patients exhibit mild-to-no symptoms, many patients develop severe disease and need immediate hospitalization, with most severe infections associated with a dysregulated immune response attributed to a cytokine storm. Epidemiological studies suggest that overall COVID-19 severity and morbidity correlate with underlying comorbidities, including diabetes, obesity, cardiovascular diseases, and immunosuppressive conditions. Patients with such comorbidities exhibit elevated levels of reactive oxygen species (ROS) and oxidative stress caused by an increased accumulation of angiotensin II and by activation of the NADPH oxidase pathway. Moreover, accumulating evidence suggests that oxidative stress coupled with the cytokine storm contribute to COVID-19 pathogenesis and immunopathogenesis by causing endotheliitis and endothelial cell dysfunction and by activating the blood clotting cascade that results in blood coagulation and microvascular thrombosis. In this review, we survey the mechanisms of how severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) induces oxidative stress and the consequences of this stress on patient health. We further shed light on aspects of the host immunity that are crucial to prevent the disease during the early phase of infection. A better understanding of the disease pathophysiology as well as preventive measures aimed at lowering ROS levels may pave the way to mitigate SARS-CoV-2-induced complications and decrease mortality., Graphical abstract
- Published
- 2021
25. Robust Acquisition of High Resolution Spatial Transcriptomes from Preserved Tissues with Immunofluorescence Based Laser Capture Microdissection
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Chuansheng Hu, Zhifeng Shao, Jiaoxiang Wu, Hu M, Xingkai Zhang, Ya Guo, Li X, C. Huang, Youheng Wei, Huaifeng Li, and Daniel M. Czajkowsky
- Subjects
Transcriptome ,In situ ,medicine.diagnostic_test ,Spatially resolved ,medicine ,High resolution ,Computational biology ,Biology ,Immunofluorescence ,Phenotype ,Spatial analysis ,Laser capture microdissection - Abstract
The functioning of tissues is fundamentally dependent upon not only the phenotypes of the constituent cells but also their spatial organization in the tissue. However, acquisition of comprehensive transcriptomes of spatially- and phenotypically-defined cells in situ remains challenging. Here we present a general and robust method based on immunofluorescence-guided laser capture microdissection (immuno-LCM-RNAseq) to acquire finely resolved spatial transcriptomes including isoforms with as few as tens of cells from snap-frozen or RNAlater-treated clinical tissues, circumventing the problem of significant RNA degradation during this time-consuming process. The efficacy of this approach is exemplified by the characterization of differences at the transcript isoform level between the mouse small intestine lacteal cells at the tip versus the main capillary body. With the extensive repertoire of specific antibodies that are presently available, our method provides a powerful means by which spatially resolved cellular states can now be delineated in situ with preserved tissues. Moreover, such high quality spatial transcriptomes defined by immunomarkers can be used to compare with the phenotypes derived from single-cell RNAseq of dissociated cells as well as applied to bead-based spatial transcriptomic approaches that require such information a priori for cell identification.
- Published
- 2021
26. Significant improvement in data quality with simplified SCRB-seq
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Daniel M. Czajkowsky, Chuansheng Hu, Hua Li, Yan Guo, Zhifeng Shao, Xinhui Li, Jian Ni, and Qiong Fu
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Base Sequence ,Biophysics ,RNA ,RNA-Seq ,General Medicine ,Computational biology ,Biology ,Biochemistry ,Phenotype ,Data Accuracy ,Data accuracy ,Data quality ,Base sequence ,Personal Integrity ,Gene - Published
- 2020
27. Atomic force microscopy-based single-molecule force spectroscopy detects DNA base mismatches
- Author
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Jun Hu, Ying Wang, Zhifeng Shao, Junhong Lü, Xingfei Zhou, Wenjing Liu, Bin Li, Kaizhe Wang, Daniel M. Czajkowsky, and Yourong Guo
- Subjects
Base Pair Mismatch ,Resolution (electron density) ,Force spectroscopy ,DNA ,02 engineering and technology ,Microscopy, Atomic Force ,010402 general chemistry ,021001 nanoscience & nanotechnology ,01 natural sciences ,0104 chemical sciences ,chemistry.chemical_compound ,chemistry ,Microscopy ,Biophysics ,Molecule ,DNA origami ,General Materials Science ,0210 nano-technology ,Spectroscopy - Abstract
Atomic force microscopy-based single-molecule-force spectroscopy is limited by low throughput. We introduce addressable DNA origami to study multiple target molecules. Six target DNAs that differed by only a single base-pair mismatch were clearly differentiated a rupture force of only 4 pN.
- Published
- 2019
28. Discovery and genetic characterization of intestinal metaplasia in the -infected mouse model of gastric cancer
- Author
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Jiangrong Chen, Chunchao Zhu, Yan Guo, Xiaodan Zhang, Jian Ni, Chaojie Wang, Daniel M. Czajkowsky, and Bingya Liu
- Subjects
biology ,Biophysics ,Helicobacter felis ,Cancer research ,medicine ,Intestinal metaplasia ,Cancer ,Microsatellite instability ,General Medicine ,Helicobacter ,biology.organism_classification ,medicine.disease ,Biochemistry - Published
- 2018
29. Monocytic THP-1 Cells Diverge Significantly From Their Native Counterparts: A Comparative Examination of The Chromosomal Conformations And Transcriptomes
- Author
-
Yulong Liu, Hua Li, Daniel M Czajkowsky, and Zhifeng Shao
- Abstract
Immortalized cell lines have long been used as model systems to systematically investigate biological processes under controlled and reproducible conditions, providing insights that have greatly advanced cellular biology and medical sciences. Recently, the widely used monocytic leukemia cell line, THP-1, was comprehensively examined to understand mechanistic relationships between the 3D chromatin structure and transcription during the trans-differentiation of monocytes to macrophages. To corroborate these observations in primary cells, we analyze in situ Hi-C and RNA-seq data of human primary monocytes and their differentiated macrophages in comparison to that obtained from the monocytic/macrophagic THP-1 cells. Surprisingly, we find significant differences between the primary cells and the THP-1 cells at all levels of chromatin structure, from loops to topologically associated domains to compartments. Importantly, the compartment-level differences correlate significantly with transcription: those genes that are in A-compartments in the primary cells but are in B-compartments in the THP-1 cells exhibit a higher level of expression in the primary cells than in the THP-1 cells, and vice versa. Overall, the genes in these different compartments are enriched for a wide range of pathways, and, at least in the case of the monocytic cells, their altered expression in certain pathways in the THP-1 cells argues for a less immune cell-like phenotype, suggesting that immortalization or prolonged culturing of THP-1 caused a divergence of these cells from their native counterparts. It is thus essential to reexamine phenotypic details observed in cell lines with their native counterparts so as to ensure a proper understanding of functional cell states in vivo.
- Published
- 2021
30. High-resolution single-cell 3D-models of chromatin ensembles during Drosophila embryogenesis
- Author
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Jie Liang, Zhifeng Shao, Alan Perez-Rathke, Daniel M. Czajkowsky, and Qiu Sun
- Subjects
0301 basic medicine ,Models, Molecular ,Science ,Population ,Cell ,Biophysics ,Molecular Conformation ,General Physics and Astronomy ,Embryonic Development ,3d model ,Computational biology ,Biology ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Article ,Midblastula ,03 medical and health sciences ,Computational biophysics ,Genetic Heterogeneity ,0302 clinical medicine ,medicine ,Computational models ,Animals ,education ,Genomic organization ,education.field_of_study ,Multidisciplinary ,Drosophila embryogenesis ,Computational Biology ,General Chemistry ,Chromatin Assembly and Disassembly ,Chromatin ,Chromosomes, Insect ,Folding (chemistry) ,030104 developmental biology ,medicine.anatomical_structure ,Drosophila ,030217 neurology & neurosurgery - Abstract
Single-cell chromatin studies provide insights into how chromatin structure relates to functions of individual cells. However, balancing high-resolution and genome wide-coverage remains challenging. We describe a computational method for the reconstruction of large 3D-ensembles of single-cell (sc) chromatin conformations from population Hi-C that we apply to study embryogenesis in Drosophila. With minimal assumptions of physical properties and without adjustable parameters, our method generates large ensembles of chromatin conformations via deep-sampling. Our method identifies specific interactions, which constitute 5–6% of Hi-C frequencies, but surprisingly are sufficient to drive chromatin folding, giving rise to the observed Hi-C patterns. Modeled sc-chromatins quantify chromatin heterogeneity, revealing significant changes during embryogenesis. Furthermore, >50% of modeled sc-chromatin maintain topologically associating domains (TADs) in early embryos, when no population TADs are perceptible. Domain boundaries become fixated during development, with strong preference at binding-sites of insulator-complexes upon the midblastula transition. Overall, high-resolution 3D-ensembles of sc-chromatin conformations enable further in-depth interpretation of population Hi-C, improving understanding of the structure-function relationship of genome organization., Balancing high resolution and broad genome coverage in single-cell Hi-C approaches remains challenging. Here, the authors describe a computational method for the reconstruction of a large 3D-ensemble of single-cell chromatin conformations from population Hi-C measurements and apply this model to study embryogenesis in Drosophila.
- Published
- 2021
31. Massive reorganization of the genome during primary monocyte differentiation into macrophage
- Author
-
Daniel M. Czajkowsky, Qi Wang, Zhifeng Shao, Hua Li, Zhipeng Zhang, Yulong Liu, and Qiu Sun
- Subjects
Male ,Biophysics ,RNA-Seq ,Biology ,Biochemistry ,Genome ,Monocytes ,Transcriptome ,03 medical and health sciences ,0302 clinical medicine ,Macrophage ,Humans ,skin and connective tissue diseases ,Mitosis ,Gene ,030304 developmental biology ,0303 health sciences ,Transition (genetics) ,Genome, Human ,Macrophages ,Cell Differentiation ,General Medicine ,Cell biology ,Monocyte differentiation ,Female ,sense organs ,030217 neurology & neurosurgery - Abstract
Monocyte-to-macrophage trans-differentiation has long been studied to better understand this immunological response and aspects of developmental processes more generally. A key question is the nature of the corresponding changes in chromatin conformation and its relationship to the transcriptome during this process. This question is especially intriguing since this trans-differentiation is not associated with progression through mitosis, often considered a necessary step for gross changes in chromosomal structure. Here, we characterized the transcriptional and genomic structural changes during macrophage development of primary human monocytes using RNA-seq and in situ Hi-C. We found that, during this transition, the genome architecture undergoes a massive remodeling to a degree not observed before between structured genomes, with changes in ~90% of the topologically associating domains (TADs). These changes in the TADs are associated with changed expression of immunological genes. These structural changes, however, differ extensively from those described recently in a study of the leukemia cell line, THP-1. Furthermore, up-regulation of the AP-1 family of genes that effected functionally important changes in the genomic structure during the differentiation of the THP-1 cells was not corroborated with the primary cells. Taken together, our results provide a comprehensive characterization of the changes in genomic structure during the monocyte-to-macrophage transition, establish a framework for the elucidation of processes underlying differentiation without proliferation, and demonstrate the importance of verifying with primary cells the mechanisms discovered with cultured cells.
- Published
- 2019
32. Helix α-3 inter-molecular salt bridges and conformational changes are essential for toxicity of Bacillus thuringiensis 3D-Cry toxin family
- Author
-
Daniel M. Czajkowsky, Mario Soberón, Jie Zhang, Jorge Sánchez, Isabel Gómez, Alejandra Bravo, Sabino Pacheco, and Blanca-Ines García-Gómez
- Subjects
0301 basic medicine ,Protein Conformation, alpha-Helical ,Conformational change ,Mutant ,Bacillus thuringiensis ,lcsh:Medicine ,Molecular Dynamics Simulation ,Cleavage (embryo) ,Crystallography, X-Ray ,Article ,03 medical and health sciences ,Hemolysin Proteins ,Protein structure ,Bacterial Proteins ,Amino Acid Sequence ,Site-directed mutagenesis ,lcsh:Science ,Multidisciplinary ,biology ,Bacillus thuringiensis Toxins ,Chemistry ,fungi ,lcsh:R ,biology.organism_classification ,Endotoxins ,030104 developmental biology ,Helix ,Biophysics ,Mutagenesis, Site-Directed ,lcsh:Q ,Salt bridge ,Protein Multimerization ,Sequence Alignment - Abstract
Bacillus thuringiensis insecticidal Cry toxins break down larval midgut-cells after forming pores. The 3D-structures of Cry4Ba and Cry5Ba revealed a trimeric-oligomer after cleavage of helices α-1 and α-2a, where helix α-3 is extended and made contacts with adjacent monomers. Molecular dynamic simulations of Cry1Ab-oligomer model based on Cry4Ba-coordinates showed that E101 forms a salt-bridge with R99 from neighbor monomer. An additional salt bridge was identified in the trimeric-Cry5Ba, located at the extended helix α-3 in the region corresponding to the α-2b and α-3 loop. Both salt-bridges were analyzed by site directed mutagenesis. Single-point mutations in the Lepidoptera-specific Cry1Ab and Cry1Fa toxins were affected in toxicity, while reversed double-point mutant partially recovered the phenotype, consistent with a critical role of these salt-bridges. The single-point mutations in the salt-bridge at the extended helix α-3 of the nematicidal Cry5Ba were also non-toxic. The incorporation of this additional salt bridge into the nontoxic Cry1Ab-R99E mutant partially restored oligomerization and toxicity, supporting that the loop between α-2b and α-3 forms part of an extended helix α-3 upon oligomerization of Cry1 toxins. Overall, these results highlight the role in toxicity of salt-bridge formation between helices α-3 of adjacent monomers supporting a conformational change in helix α-3.
- Published
- 2018
33. Identification of Serine 119 as an Effective Inhibitor Binding Site of M. tuberculosis Ubiquitin-like Protein Ligase PafA Using Purified Proteins and M. smegmatis
- Author
-
Fan-Lin Wu, Lijun Bi, Tao Wang, Jiao-Yu Deng, Jin Xie, Wang Xude, Shu-Juan Guo, Yang Li, Xian-En Zhang, He-wei Jiang, Zhaowei Xu, Daniel M. Czajkowsky, Jian-Feng Pei, Cheng-Xi Liu, Xiang He, Jiabin Wang, Sheng-Ce Tao, Hai-nan Zhang, and Hong Chen
- Subjects
0301 basic medicine ,PafA ,Cell Survival ,Nitrogen ,Ubiquitin-Protein Ligases ,Mycobacterium smegmatis ,lcsh:Medicine ,010402 general chemistry ,medicine.disease_cause ,01 natural sciences ,General Biochemistry, Genetics and Molecular Biology ,Cell Line ,Serine ,Structure-Activity Relationship ,03 medical and health sciences ,chemistry.chemical_compound ,Bacterial Proteins ,Ubiquitin ,AEBSF ,medicine ,Humans ,Amino Acid Sequence ,Sulfones ,Enzyme Inhibitors ,Binding site ,chemistry.chemical_classification ,Mutation ,DNA ligase ,lcsh:R5-920 ,Binding Sites ,M. Tuberculosis ,Pupylation ,biology ,Chemistry ,Macrophages ,lcsh:R ,4-(2-aminoethyl) benzenesulfonyl fluoride ,Mycobacterium tuberculosis ,General Medicine ,0104 chemical sciences ,Amino acid ,Multiple drug resistance ,030104 developmental biology ,Biochemistry ,biology.protein ,lcsh:Medicine (General) ,Research Paper - Abstract
Owing to the spread of multidrug resistance (MDR) and extensive drug resistance (XDR), there is a pressing need to identify potential targets for the development of more-effective anti-M. tuberculosis (Mtb) drugs. PafA, as the sole Prokaryotic Ubiquitin-like Protein ligase in the Pup-proteasome System (PPS) of Mtb, is an attractive drug target. Here, we show that the activity of purified Mtb PafA is significantly inhibited upon the association of AEBSF (4-(2-aminoethyl) benzenesulfonyl fluoride) to PafA residue Serine 119 (S119). Mutation of S119 to amino acids that resemble AEBSF has similar inhibitory effects on the activity of purified Mtb PafA. Structural analysis reveals that although S119 is distant from the PafA catalytic site, it is located at a critical position in the groove where PafA binds the C-terminal region of Pup. Phenotypic studies demonstrate that S119 plays critical roles in the function of Mtb PafA when tested in M. smegmatis. Our study suggests that targeting S119 is a promising direction for developing an inhibitor of M. tuberculosis PafA., Highlights • The pupylation activity of purified M. tuberculosis PafA is almost completely inhibited upon the association of AEBSF. • The AEBSF binding site, Ser 119 plays critical roles in both the pupylation and depupylation activity of purified M. tuberculosis PafA. • Disruption of purified M. tuberculosis PafA Ser 119 causes a dramatic reduction in Pup binding. Drug-resistant tuberculosis is a major challenge worldwide, there is an urgent need to identify potential drug targets for developing more effective anti-tubercular drugs. M. tuberculosis ubiquitin-like protein ligase PafA is an attractive drug target, however, effective PafA inhibitors have not yet been identified. Here, we show that interruption of a single amino acid, S119, causes dramatic loss of PafA activity. S119 could thus serve as a promising precise target for developing M. tuberculosis PafA inhibitors.
- Published
- 2018
34. Sub-kb Hi-C in D. melanogaster reveals conserved characteristics of TADs between insect and mammalian cells
- Author
-
Qiu Sun, Zhifeng Shao, Daniel M. Czajkowsky, and Qi Wang
- Subjects
0301 basic medicine ,CCCTC-Binding Factor ,Chromosomal Proteins, Non-Histone ,Science ,Genome, Insect ,Molecular Conformation ,General Physics and Astronomy ,Gene Expression ,Cell Cycle Proteins ,Insulator (genetics) ,Genome ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,Nuclear Matrix-Associated Proteins ,Melanogaster ,Animals ,Drosophila Proteins ,Humans ,Eye Proteins ,lcsh:Science ,Mammals ,Multidisciplinary ,biology ,Cohesin ,fungi ,Chromosome Mapping ,Nuclear Proteins ,General Chemistry ,biology.organism_classification ,Chromatin Assembly and Disassembly ,Biological Evolution ,Chromatin ,Chromosomes, Insect ,DNA-Binding Proteins ,030104 developmental biology ,Drosophila melanogaster ,Evolutionary biology ,CTCF ,lcsh:Q ,Microtubule-Associated Proteins ,Drosophila Protein - Abstract
Topologically associating domains (TADs) are fundamental elements of the eukaryotic genomic structure. However, recent studies suggest that the insulating complexes, CTCF/cohesin, present at TAD borders in mammals are absent from those in Drosophila melanogaster, raising the possibility that border elements are not conserved among metazoans. Using in situ Hi-C with sub-kb resolution, here we show that the D. melanogaster genome is almost completely partitioned into >4000 TADs, nearly sevenfold more than previously identified. The overwhelming majority of these TADs are demarcated by the insulator complexes, BEAF-32/CP190, or BEAF-32/Chromator, indicating that these proteins may play an analogous role in flies as that of CTCF/cohesin in mammals. Moreover, extended regions previously thought to be unstructured are shown to consist of small contiguous TADs, a property also observed in mammals upon re-examination. Altogether, our work demonstrates that fundamental features associated with the higher-order folding of the genome are conserved from insects to mammals., Topologically associating domain (TAD) boundaries in flies seem to be different from those in mammals. Here, the authors use Hi-C with sub-kb resolution to identify about 4000 TADs in flies, most demarcated by the insulator complexes BEAF-32/CP190 or BEAF-32/Chromator like CTCF/cohesin in mammals.
- Published
- 2018
35. The Ser/Thr Protein Kinase Protein-Protein Interaction Map of M. tuberculosis*
- Author
-
Lijun Bi, Zhi Xie, Fan-Lin Wu, Jiao-Yu Deng, Zhaowei Xu, Hai-nan Zhang, He-wei Jiang, Xiang He, Sheng-Ce Tao, Daniel M. Czajkowsky, Li-Yun Ji, Wei Yan, Yin Liu, Jingli Hou, Xian-En Zhang, and Yi-Zhao Luan
- Subjects
0301 basic medicine ,Protein-Serine-Threonine Kinases ,Protein degradation ,Biology ,Proteomics ,Biochemistry ,DNA-binding protein ,Analytical Chemistry ,Cell biology ,03 medical and health sciences ,030104 developmental biology ,Proteome ,Phosphorylation ,Signal transduction ,Protein kinase A ,Molecular Biology - Abstract
Mycobacterium tuberculosis (Mtb) is the causative agent of tuberculosis, the leading cause of death among all infectious diseases. There are 11 eukaryotic-like serine/threonine protein kinases (STPKs) in Mtb, which are thought to play pivotal roles in cell growth, signal transduction and pathogenesis. However, their underlying mechanisms of action remain largely uncharacterized. In this study, using a Mtb proteome microarray, we have globally identified the binding proteins in Mtb for all of the STPKs, and constructed the first STPK protein interaction (KPI) map that includes 492 binding proteins and 1,027 interactions. Bioinformatics analysis showed that the interacting proteins reflect diverse functions, including roles in two-component system, transcription, protein degradation, and cell wall integrity. Functional investigations confirmed that PknG regulates cell wall integrity through key components of peptidoglycan (PG) biosynthesis, e.g. MurC. The global STPK-KPIs network constructed here is expected to serve as a rich resource for understanding the key signaling pathways in Mtb, thus facilitating drug development and effective control of Mtb.
- Published
- 2017
36. Q-Nuc: a bioinformatics pipeline for the quantitative analysis of nucleosomal profiles
- Author
-
Yuan Wang, Zhifeng Shao, Jie Liang, Hua Li, Qiu Sun, and Daniel M. Czajkowsky
- Subjects
Nucleosome organization ,0303 health sciences ,Occupancy ,Computer science ,030302 biochemistry & molecular biology ,Computational Biology ,Health Informatics ,Computational biology ,Saccharomyces cerevisiae ,Genome structure ,Genome ,Nucleosome occupancy ,General Biochemistry, Genetics and Molecular Biology ,Article ,Computer Science Applications ,Nucleosomes ,03 medical and health sciences ,Computational Science and Engineering ,Nucleosome ,Animals ,Humans ,Randomness ,030304 developmental biology - Abstract
Nucleosomal profiling is an effective method to determine the positioning and occupancy of nucleosomes, which is essential to understand their roles in genomic processes. However, the positional randomness across the genome and its relationship with nucleosome occupancy remains poorly understood. Here we present a computational method that segments the profile into nucleosomal domains and quantifies their randomness and relative occupancy level. Applying this method to published data, we find on average ~ 3-fold differences in the degree of positional randomness between regions typically considered “well-ordered”, as well as an unexpected predominance of only two types of domains of positional randomness in yeast cells. Further, we find that occupancy levels between domains actually differ maximally by ~ 2–3-fold in both cells, which has not been described before. We also developed a procedure by which one can estimate the sequencing depth that is required to identify nucleosomal positions even when regional positional randomness is high. Overall, we have developed a pipeline to quantitatively characterize domain-level features of nucleosome randomness and occupancy genome-wide, enabling the identification of otherwise unknown features in nucleosomal organization.
- Published
- 2019
37. Ultrasensitive liposome-based assay for the quantification of fundamental ion channel properties
- Author
-
Daniel M. Czajkowsky, Zhifeng Shao, Jielin Sun, Bing Gong, Yulong Zhong, Yi Shen, and Fan Fei
- Subjects
Liposome ,Ion Transport ,Chemistry ,010401 analytical chemistry ,02 engineering and technology ,021001 nanoscience & nanotechnology ,01 natural sciences ,Biochemistry ,Models, Biological ,Ion Channels ,0104 chemical sciences ,Analytical Chemistry ,Ion ,Membrane ,Permeability (electromagnetism) ,Liposomes ,Environmental Chemistry ,0210 nano-technology ,Selectivity ,Biological system ,Lipid bilayer ,Spectroscopy ,Order of magnitude ,Ion channel - Abstract
One of the most widely used approaches to characterize transmembrane ion transport through nanoscale synthetic or biological channels is a straightforward, liposome-based assay that monitors changes in ionic flux across the vesicle membrane using pH- or ion-sensitive dyes. However, failure to account for the precise experimental conditions, in particular the complete ionic composition on either side of the membrane and the inherent permeability of ions through the lipid bilayer itself, can prevent quantifications and lead to fundamentally incorrect conclusions. Here we present a quantitative model for this assay based on the Goldman–Hodgkin–Katz flux theory, which enables accurate measurements and identification of optimal conditions for the determination of ion channel permeability and selectivity. Based on our model, the detection sensitivity of channel permeability is improved by two orders of magnitude over the commonly used experimental conditions. Further, rather than obtaining qualitative preferences of ion selectivity as is typical, we determine quantitative values of these parameters under rigorously controlled conditions even when the experimental results would otherwise imply (without our model) incorrect behavior. We anticipate that this simply employed ultrasensitive assay will find wide application in the quantitative characterization of synthetic or biological ion channels.
- Published
- 2019
38. Epithelial Cells in 2D and 3D Cultures Exhibit Large Differences in Higher-order Genomic Interactions
- Author
-
Chuansheng Hu, Qi Wang, Xuecheng Chen, Daniel M. Czajkowsky, Qiu Sun, Zhifeng Shao, Hua Li, and Xin Liu
- Subjects
Cell ,Biology ,Biochemistry ,Cell Line ,Transcriptome ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Gene expression ,Genetics ,Transcriptional regulation ,medicine ,Compartment (development) ,Animals ,Molecular Biology ,Gene ,030304 developmental biology ,0303 health sciences ,Genome ,Chromosome ,Epithelial Cells ,Genomics ,Phenotype ,Chromatin ,Cell biology ,Computational Mathematics ,medicine.anatomical_structure ,Gene Expression Regulation ,030217 neurology & neurosurgery - Abstract
Recent studies have characterized the genomic structures of many eukaryotic cells, often with a focus on their relation to gene expression. So far, these studies have largely only investigated cells grown in 2D culture, although the transcriptomes of 3D cultured cells are generally closer to their in vivo phenotypes. To examine the effects of spatial constraints on chromosome conformation, we investigated the genomic architecture of mouse hepatocytes grown in 2D and 3D cultures using in situ Hi-C. Our results reveal significant differences in higher-order genomic interactions, notably in compartment identity and strength as well as in topologically associating domain (TAD)-TAD interactions, but only minor differences at the TAD level. RNA-seq analysis reveals an up-regulation in the 3D cultured cells of those genes involved in physiological hepatocyte functions. We find that these genes are associated with a subset of the structural changes, suggesting that the differences in genomic structure are indeed critically important for transcriptional regulation. However, there are also many structural differences that are not directly associated with changed expression, whose cause remains to be determined. Overall, our results indicate that growth in 3D significantly alters higher-order genomic interactions, which may be consequential for a subset of genes that are important for the physiological functioning of the cell.
- Published
- 2019
39. Interplay between the bacterial protein deacetylase CobB and the second messenger c‐di‐ <scp>GMP</scp>
- Author
-
Zhijing Xu, Lili Qian, Xingrun Zhang, Shu-Juan Guo, Zhaowei Xu, Cheng-Xi Liu, Lijun Bi, Fan-Lin Wu, Haitao Li, Wei Yan, Jingli Hou, Bingbing Hao, Sheng-Ce Tao, He-wei Jiang, Daniel M. Czajkowsky, Lei Feng, Hai-nan Zhang, Shihua Wang, and Minjia Tan
- Subjects
Proteomics ,musculoskeletal diseases ,Protein Array Analysis ,Biology ,Second Messenger Systems ,General Biochemistry, Genetics and Molecular Biology ,03 medical and health sciences ,0302 clinical medicine ,Acetyl Coenzyme A ,Escherichia coli ,Transcriptional regulation ,Sirtuins ,Cyclic GMP ,Molecular Biology ,030304 developmental biology ,Feedback, Physiological ,0303 health sciences ,General Immunology and Microbiology ,Escherichia coli Proteins ,General Neuroscience ,Acetylation ,Chemotaxis ,Gene Expression Regulation, Bacterial ,Articles ,equipment and supplies ,musculoskeletal system ,Cell biology ,body regions ,Second messenger system ,DNA supercoil ,Protein deacetylase ,Phosphorus-Oxygen Lyases ,030217 neurology & neurosurgery ,Biogenesis ,Protein deacetylation - Abstract
As a ubiquitous bacterial secondary messenger, c‐di‐GMP plays key regulatory roles in processes such as bacterial motility and transcription regulation. CobB is the Sir2 family protein deacetylase that controls energy metabolism, chemotaxis, and DNA supercoiling in many bacteria. Using an Escherichia coli proteome microarray, we found that c‐di‐GMP strongly binds to CobB. Further, protein deacetylation assays showed that c‐di‐GMP inhibits the activity of CobB and thereby modulates the biogenesis of acetyl‐CoA. Interestingly, we also found that one of the key enzymes directly involved in c‐di‐GMP production, DgcZ, is a substrate of CobB. Deacetylation of DgcZ by CobB enhances its activity and thus the production of c‐di‐GMP. Our work establishes a novel negative feedback loop linking c‐di‐GMP biogenesis and CobB‐mediated protein deacetylation.
- Published
- 2019
40. The role of vitamin D in reducing SARS-CoV-2 infection: An update
- Author
-
Ataur Rahman, A. K. M. Aminul Islam, Mohammad Shah Alam, and Daniel M. Czajkowsky
- Subjects
0301 basic medicine ,Immunopathogenesis ,Immunology ,Disease ,Review ,Adaptive Immunity ,Severity of Illness Index ,03 medical and health sciences ,0302 clinical medicine ,Immune system ,Immunopathology ,Pandemic ,Vitamin D and neurology ,Global health ,Humans ,Immunology and Allergy ,Medicine ,Vitamin D ,Immune response ,Pharmacology ,Innate immune system ,business.industry ,SARS-CoV-2 ,COVID-19 ,biochemical phenomena, metabolism, and nutrition ,Acquired immune system ,Immunity, Innate ,030104 developmental biology ,030220 oncology & carcinogenesis ,Dietary Supplements ,Seasons ,business - Abstract
The ongoing severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) pandemic is having a disastrous impact on global health. Recently, several studies examined the potential of vitamin D to reduce the effects of SARS-CoV-2 infection by modulating the immune system. Indeed, vitamin D has been found to boost the innate immune system and stimulate the adaptive immune response against SARS-CoV-2 infection. In this review, we provide a comprehensive update of the immunological mechanisms underlying the positive effects of vitamin D in reducing SARS-CoV-2 infection as well as a thorough survey of the recent epidemiological studies and clinical trials that tested vitamin D as a potential therapeutic agent against COVID-19 infection. We believe that a better understanding of the histopathology and immunopathology of the disease as well as the mechanism of vitamin D effects on COVID-19 severity will ultimately pave the way for a more effective prevention and control of this global pandemic.
- Published
- 2021
41. Complex clonal mosaicism within microdissected intestinal metaplastic glands without concurrent gastric cancer
- Author
-
Xiaodan Zhang, Jianren Gu, Ruizhe Shen, Shidan Cheng, Yan Zhou, Chuansheng Hu, Zhifeng Shao, Jianfang Li, Yan Guo, Ayuan Huang, Daniel M. Czajkowsky, and Bingya Liu
- Subjects
Adult ,Male ,0301 basic medicine ,Pathology ,medicine.medical_specialty ,Adenocarcinoma ,Biology ,Genome ,03 medical and health sciences ,0302 clinical medicine ,Stomach Neoplasms ,Genetics ,medicine ,Humans ,Genetics (clinical) ,Laser capture microdissection ,Metaplasia ,Mosaicism ,Stomach ,Intestinal metaplasia ,Cancer ,Middle Aged ,medicine.disease ,Phenotype ,Pathophysiology ,030104 developmental biology ,medicine.anatomical_structure ,030220 oncology & carcinogenesis ,Mutation ,Microsatellite ,Female ,Precancerous Conditions ,Microsatellite Repeats - Abstract
Background The transformation of healthy gastric tissue into intestinal metaplasia (IM) is thought to be a critical premalignant step in the development of intestinal-type gastric adenocarcinoma (GA). How such premalignancies contribute to the development of GA is, however, poorly understood. Methods In this study, the extent and clonal complexity in IM tissue from patients without gastric cancer were analysed by measuring variations of multiple microsatellite (MS) markers. Results Even though these tissues are generally regarded as clinically benign, we found extensive MS length heterogeneity between and within individual IM glands, indicating that complex genome diversity is already pervasive in these tissues. Based on a clonal relationship analysis, we found that there exist multiple clones within individual IM glands and that MS alterations can accumulate in these clones. Moreover, we found spatially distant IM glands with the same MS phenotype, suggesting that these MS alterations were progressed by gland fission. Conclusions These results provide evidence that genetic instability is an early event, present within metaplastic tissues of otherwise non-cancer patients, and such frequent genetic alterations can be part of the pathophysiological rationale for the requirement of this phase during gastric carcinogenesis.
- Published
- 2016
42. The non-coding RNA composition of the mitotic chromosome by 5′-tag sequencing
- Author
-
Zhifeng Shao, Yicong Meng, Ling Bai, Xianfu Yi, Xinhui Li, Chuansheng Hu, Daniel M. Czajkowsky, and Ju Wang
- Subjects
0301 basic medicine ,RNA, Untranslated ,Sequence analysis ,Population ,Mitosis ,Biology ,Genome ,Mice ,03 medical and health sciences ,Genetics ,Animals ,Small nucleolar RNA ,education ,Metaphase ,Sequence Tagged Sites ,education.field_of_study ,Sequence Analysis, RNA ,High-Throughput Nucleotide Sequencing ,RNA ,3T3 Cells ,Non-coding RNA ,Chromosomes, Mammalian ,030104 developmental biology ,Small nuclear RNA - Abstract
Mitotic chromosomes are one of the most commonly recognized sub-cellular structures in eukaryotic cells. Yet basic information necessary to understand their structure and assembly, such as their composition, is still lacking. Recent proteomic studies have begun to fill this void, identifying hundreds of RNA-binding proteins bound to mitotic chromosomes. However, by contrast, there are only two RNA species (U3 snRNA and rRNA) that are known to be associated with the mitotic chromosome, suggesting that there are many mitotic chromosome-associated RNAs (mCARs) not yet identified. Here, using a targeted protocol based on 5′-tag sequencing to profile the mammalian mCAR population, we report the identification of 1279 mCARs, the majority of which are ncRNAs, including lncRNAs that exhibit greater conservation across 60 vertebrate species than the entire population of lncRNAs. There is also a significant enrichment of snoRNAs and specific SINE RNAs. Finally, ∼40% of the mCARs are presently unannotated, many of which are as abundant as the annotated mCARs, suggesting that there are also many novel ncRNAs in the mCARs. Overall, the mCARs identified here, together with the previous proteomic and genomic data, constitute the first comprehensive catalogue of the molecular composition of the eukaryotic mitotic chromosomes.
- Published
- 2016
43. Improved clearing of lipid droplet-rich tissues for three-dimensional structural elucidation
- Author
-
Lai Mengjie, Xiaowei Li, Jun Li, Yan Hu, Zhifeng Shao, and Daniel M. Czajkowsky
- Subjects
0301 basic medicine ,biology ,Chemistry ,Biophysics ,Lipid metabolism ,Lipase ,Lipid Droplets ,General Medicine ,Lipid Metabolism ,Biochemistry ,Mice ,03 medical and health sciences ,030104 developmental biology ,Liver ,Lipid droplet ,biology.protein ,Animals - Published
- 2017
44. Toward the development of magnetic tweezers for high-throughput measurement of protein–protein interactions
- Author
-
Haowen Cao, Yangyang Sun, Zhifeng Shao, Daniel M. Czajkowsky, Sheng-Ce Tao, and Yi Shen
- Subjects
0301 basic medicine ,Magnetic tweezers ,Optical Tweezers ,Chemistry ,Protein Array Analysis ,Biophysics ,Biotin ,Proteins ,Serum Albumin, Bovine ,02 engineering and technology ,General Medicine ,021001 nanoscience & nanotechnology ,Biochemistry ,Protein–protein interaction ,Magnetics ,03 medical and health sciences ,030104 developmental biology ,Optical tweezers ,0210 nano-technology ,Throughput (business) - Published
- 2017
45. Evidence for heightened genetic instability in precancerous spasmolytic polypeptide expressing gastric glands
- Author
-
Chaojie Wang, Daniel M. Czajkowsky, Bingya Liu, Chunchao Zhu, Zhifeng Shao, Jiangrong Chen, Yan Guo, and Chuansheng Hu
- Subjects
0301 basic medicine ,Male ,Clone (cell biology) ,medicine.disease_cause ,Genomic Instability ,03 medical and health sciences ,Mice ,0302 clinical medicine ,Stomach Neoplasms ,Gastric glands ,Metaplasia ,Genetics ,medicine ,Animals ,Humans ,education ,Genetics (clinical) ,Laser capture microdissection ,education.field_of_study ,biology ,Trefoil factor 2 ,biology.organism_classification ,Molecular biology ,Gene Expression Regulation, Neoplastic ,030104 developmental biology ,medicine.anatomical_structure ,Gastric Mucosa ,Helicobacter felis ,Heterografts ,Intercellular Signaling Peptides and Proteins ,030211 gastroenterology & hepatology ,Female ,Trefoil Factor-2 ,Stem cell ,medicine.symptom ,Carcinogenesis ,Precancerous Conditions - Abstract
BackgroundSpasmolytic polypeptide-expressing metaplasia (SPEM) is present in more than 90% of resected gastric cancer tissues. However, although widely regarded as a pre-cancerous tissue, its genetic characteristics have not been well studied.MethodsImmunohistochemistry using Trefoil factor 2 (TFF2) antibodies was used to identify TFF2-positive SPEM cells within SPEM glands in the stomach of Helicobacter felis (H. felis) -infected mice and human clinical samples. Laser microdissection was used to isolate specific cells from both the infected mice and the human samples. The genetic instability in these cells was examined by measuring the lengths of microsatellite (MS) markers using capillary electrophoresis. Also, genome-wide genetic variations in the SPEM cells from the clinical sample was examined using deep whole-exome sequencing.ResultsSPEM cells indeed exhibit not only heightened MS instability (MSI), but also genetic instabilities that extend genome-wide. Furthermore, surprisingly, we found that morphologically normal, TFF2-negative cells also contain a comparable degree of genomic instabilities as the co-resident SPEM cells within the SPEM glands.ConclusionThese results, for the first time, clearly establish elevated genetic instability as a critical property of SPEM glands, which may provide a greater possibility for malignant clone selection. More importantly, these results indicate that SPEM cells may not be the sole origin of carcinogenesis in the stomach and strongly suggest the common progenitor of these cells, the stem cells, as the source of these genetic instabilities, and thus, potential key players in carcinogenesis.
- Published
- 2018
46. Discovery and genetic characterization of intestinal metaplasia in the Helicobacter felis-infected mouse model of gastric cancer
- Author
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Jiangrong, Chen, Chunchao, Zhu, Chaojie, Wang, Xiaodan, Zhang, Jian, Ni, Daniel M, Czajkowsky, Bingya, Liu, and Yan, Guo
- Subjects
Intestines ,Disease Models, Animal ,Metaplasia ,Mice ,Stomach Neoplasms ,Host-Pathogen Interactions ,Animals ,Helicobacter felis ,Humans ,Microsatellite Instability ,Helicobacter Infections ,Microsatellite Repeats - Published
- 2018
47. abLIM1 constructs non-erythroid cortical actin networks to prevent mechanical tension-induced blebbing
- Author
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Zhifeng Shao, Jingli Cao, Jiabin Wang, Guoqing Li, Sen Yang, Shan Huang, Daniel M. Czajkowsky, and Xueliang Zhu
- Subjects
0301 basic medicine ,Confluency ,lcsh:Cytology ,Chemistry ,Morphogenesis ,macromolecular substances ,Cell Biology ,Biochemistry ,Filamentous actin ,Article ,Cell biology ,03 medical and health sciences ,030104 developmental biology ,Cell cortex ,Myosin ,Genetics ,Spectrin ,lcsh:QH573-671 ,Cytoskeleton ,Molecular Biology ,Actin - Abstract
The cell cortex is a layer of cytoskeletal networks underneath the plasma membrane, formed by filamentous actin (F-actin) and cortex proteins including spectrin, adducin, and myosin. It provides cells with proper stiffness, elasticity, and surface tension to allow morphogenesis, division, and migration. Although its architecture and formation have been widely studied in red blood cells, they are poorly understood in non-erythrocytes due to structural complexity and versatile functions. In this study, we identify the actin-binding protein abLIM1 as a novel non-erythroid cell-specific cortex organizer. Endogenous abLIM1 colocalized with cortical βII spectrin but upon overexpression redistributed to thick cortical actin bundles. abLIM1 associated with major cortex proteins such as spectrins and adducin in vivo. Depletion of abLIM1 by RNAi induced prominent blebbing during membrane protrusions of spreading or migrating RPE1 cells and impaired migration efficiency. Reducing cortical tensions by culturing the cells to confluency or inhibiting myosin activity repressed the blebbing phenotype. abLIM1-depleted RPE1 or U2OS cells lacked the dense interwoven cortical actin meshwork observed in control cells but were abundant in long cortical actin bundles along the long axis of the cells. In-vitro assays indicated that abLIM1 was able to crosslink and bundle F-actin to induce dense F-actin network formation. Therefore, abLIM1 governs the formation of dense interconnected cortical actin meshwork in non-erythroid cells to prevent mechanical tension-induced blebbing during cellular activities such as spreading and migration.
- Published
- 2018
48. Protein Deacetylase CobB Interplays with c-di-GMP
- Author
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Shihua Wang, Hai-nan Zhang, Cheng-Xi Liu, Jingli Hou, Lili Qian, Shu-Juan Guo, Sheng-Ce Tao, Li-Jun Bi, Xingrun Zhang, Haitao Li, Zhaowei Xu, Lei Feng, Daniel M. Czajkowsky, Minjia Tan, He-wei Jiang, and Fan-Lin Wu
- Subjects
musculoskeletal diseases ,biology ,Chemistry ,musculoskeletal system ,Cell biology ,body regions ,Acetylation ,biology.protein ,Transcriptional regulation ,DNA supercoil ,Protein deacetylase ,Diguanylate cyclase ,Cyclase activity ,Biogenesis ,Protein deacetylation - Abstract
As a ubiquitous bacterial secondary messenger, c-di-GMP plays key regulatory roles in processes such as bacterial motility and transcription regulation. CobB is the Sir2 family protein deacetylase that controls energy metabolism, chemotaxis and DNA supercoiling in many bacteria. Using anE.coliproteome microarray, we found that c-di-GMP strongly binds to CobB. Protein deacetylation assays showed that c-di-GMP inhibits CobB activity and thereby modulates the biogenesis of acetyl-CoA. Through mutagenesis studies, residues R8, R17 and E21 of CobB were shown to be required for c-di-GMP binding. Next, we found that CobB is an effective deacetylase of YdeH, a major diguanylate cyclase (DGC) ofE.colithat is endogenously acetylated. Mass spectrometry analysis identified YdeH K4 as the major site of acetylation, and it could be deacetylated by CobB. Interestingly, deacetylation of YdeH enhances its stability and cyclase activity in c-di-GMP production. Thus, our work establishes a novel negative feedback loop linking c-di-GMP biogenesis and CobB-mediated protein deacetylation.
- Published
- 2018
49. Super-resolution Imaging of Individual Human Subchromosomal Regions in Situ Reveals Nanoscopic Building Blocks of Higher-Order Structure
- Author
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Jielin Sun, Ke Fang, Xuecheng Chen, Xiaowei Li, Zhifeng Shao, Yi Shen, and Daniel M. Czajkowsky
- Subjects
0301 basic medicine ,In situ ,Materials science ,Resolution (electron density) ,General Engineering ,General Physics and Astronomy ,Genome ,Chromatin ,03 medical and health sciences ,chemistry.chemical_compound ,030104 developmental biology ,0302 clinical medicine ,chemistry ,030220 oncology & carcinogenesis ,Microscopy ,Biophysics ,Nucleosome ,General Materials Science ,Nanoscopic scale ,DNA - Abstract
It is widely recognized that the higher-order spatial organization of the genome, beyond the nucleosome, plays an important role in many biological processes. However, to date, direct information on even such fundamental structural details as the typical sizes and DNA content of these higher-order structures in situ is poorly characterized. Here, we examine the nanoscopic DNA organization within human nuclei using super-resolution direct stochastic optical reconstruction microscopy (dSTORM) imaging and 5-ethynyl-2'-deoxyuridine click chemistry, studying single fully labeled chromosomes within an otherwise unlabeled nuclei to improve the attainable resolution. We find that, regardless of nuclear position, individual subchromosomal regions consist of three different levels of DNA compaction: (i) dispersed chromatin; (ii) nanodomains of sizes ranging tens of nanometers containing a few kilobases (kb) of DNA; and (iii) clusters of nanodomains. Interestingly, the sizes and DNA content of the nanodomains are approximately the same at the nuclear periphery, nucleolar proximity, and nuclear interior, suggesting that these nanodomains share a roughly common higher-order architecture. Overall, these results suggest that DNA compaction within the eukaryote nucleus occurs via the condensation of DNA into few-kb nanodomains of approximately similar structure, with further compaction occurring via the clustering of nanodomains.
- Published
- 2018
50. Cell Lysate Microarray for Mapping the Network of Genetic Regulators for Histone Marks
- Author
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Jingfang Wang, Cheng-Xi Liu, Shuangying Jiang, Daniel M. Czajkowsky, Li Cheng, Ziqing Chen, Junbiao Dai, Sheng-Ce Tao, Yangyang Sun, Sha Hou, Yiming Zhou, Huan Qi, He-wei Jiang, and Jin-guo Huang
- Subjects
0301 basic medicine ,Saccharomyces cerevisiae Proteins ,Microarray ,Systems biology ,Acylation ,Mutant ,Saccharomyces cerevisiae ,Cell ,Gene regulatory network ,Computational biology ,Biochemistry ,Methylation ,Models, Biological ,Analytical Chemistry ,Histones ,03 medical and health sciences ,Stress, Physiological ,medicine ,Gene Regulatory Networks ,Molecular Biology ,Gene ,biology ,Lysine ,Research ,biology.organism_classification ,Histone Code ,030104 developmental biology ,Histone ,medicine.anatomical_structure ,Mutation ,Protein microarray ,biology.protein ,H3K4me3 ,Click Chemistry ,Acyl Coenzyme A - Abstract
SUMMARYProtein, as the major executer for cell progresses and functions, its abundance and the level of post-translational modifications, are tightly monitored by regulators. Genetic perturbation could help us to understand the relationships between genes and protein functions. Herein, we developed a cell lysate microarray on kilo-conditions (CLICK) from 4,837 yeast knockout (YKO) strains and 322 temperature-sensitive mutant strains to explore the impact of the genome-wide interruption on certain protein. Taking histone marks as examples, a general workflow was established for the global identification of upstream regulators. Through a single CLICK array test, we obtained a series of regulators for H3K4me3 which covers most of the known regulators in Saccharomyces cerevisiae. We also noted that several group of proteins that are linked to negatively regulation of H3K4me3. Further, we discovered that Cab4p and Cab5p, two key enzymes of CoA biosynthesis, play central roles in histone acylation. Because of its general applicability, CLICK array could be easily adopted to rapid and global identification of upstream protein/enzyme(s) that regulate/modify the level of a protein or the posttranslational modification of a non-histone protein.
- Published
- 2017
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