As the experiment techniques and strategies in quantitative proteomics are improving rapidly, the corresponding algorithms and tools for protein quantification with high accuracy and precision are continuously required to be proposed. Here, we present a comprehensive and flexible tool named PANDA for proteomics data quantification. PANDA, which supports both label-free and labeled quantifications, is compatible with existing peptide identification tools and pipelines with considerable flexibility. Compared with MaxQuant on several complex datasets, PANDA was proved to be more accurate and precise with less computation time. Additionally, PANDA is an easy-to-use desktop application tool with user-friendly interfaces. PANDA is freely available for download at https://sourceforge.net/projects/panda-tools/. Supplementary data are available at Bioinformatics online
3 June 2021 in Signal Transduction and Targeted Therapy
Aims: Hsp27, a master molecular chaperone, plays an important role in cancer. However, the specific co-chaperones that partner with Hsp27 and the role of Hsp27 in hepatocellular carcinoma (HCC) are not fully enumerated. The present study focuses on the role of Hsp27 in HCC and explores its potential co-chaperones in HCC development. Methods: Gene overexpression or knockdown was used to observe the role of Hsp27 in HCC. Co-immunoprecipitation and mass spectrometry were used to explore apoptosis resistance by regulating multiple co-chaperones of Hsp27. Hsp27 protein-protein interaction (PPI) networks were constructed by the MetaCore software. Results: Hsp27 was upregulated in HCC tissues, and Hsp27 overexpression significantly facilitated formation of HCC cell colony and invasion in normoxia and tolerance in hypoxia by interacting with HIF-1α. Next, the analysis of microarrays revealed that Hsp27 regulated several cellular signaling pathways, including Wnt, ErbB and TGF-β signaling. Moreover, we characterized the Hsp27 PPI map, which indicated that Hsp27 along with its co-chaperones formed different complexes and exerts transcription regulation activity by activating sp1, c-Myc, p53 and ESR1. Conclusions: Hsp27 along with its co-chaperones was related to the development of HCC by regulating multiple signaling pathways, and drugs that target Hsp27 along with its co-chaperones may be a potential therapy for HCC.
The EV-A71 poses a serious threat to the health and lives of children. The EV-A71 can be transmitted by direct and indirect skin contact. Therefore, there is an urgent need to create novel skin models using human-derived cells to study the biology and pathogenesis of the virus and facilitate drug screening. Here, we use human induced pluripotent stem cells-derived skin organoids (hiPSC-SOs) as a model for EV-A71 infection and find that multiple cell types within the skin organoids, including epidermal cells, hair follicle cells, fibroblasts, and nerve cells, express EV-A71 receptors and are susceptible to EV-A71 infection. We elucidate the specific response of different cell types to EV-A71 and reveal that EV-A71 infection can degrade extracellular collagen and affect fibroblasts. We find that EV-A71 can mediate epidermal cell damage through autophagy and Integrin/Hippo-YAP/TAZ signaling pathways, thereby promoting hyperproliferation of progenitor cells. Based on this finding, we identify an autophagy-associated protein as a drug target of EV-A71 and discover an EV-A71 replication inhibitor. Altogether, these data suggest that hiPSC-SOs can be used as an infectious disease model to study skin infectious diseases, providing a valuable resource for drug screening to identify candidate virus therapeutics.