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Guo X, Zhang Y, Li Q, Shi F, HuangFu Y, Li J, Lao X. The influence of a modified p53 C-terminal peptide by using a tumor-targeting sequence on cellular apoptosis and tumor treatment. Apoptosis 2024; 29:865-881. [PMID: 38145442 DOI: 10.1007/s10495-023-01926-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/01/2023] [Indexed: 12/26/2023]
Abstract
The restoration of the function of p53 in tumors is a therapeutic strategy for the highly frequent mutation of the TP53 tumor suppressor gene. P460 is a wild-type peptide derived from the p53 C-terminus and has been proven to be capable of restoring the tumor suppressor function of p53. The poor accumulation of drugs in tumors is a serious hindrance to tumor treatment. For enhancing the activity of P460, the tumor-targeting sequence Arg-Gly-Asp-Arg (RGDR, C-end rule peptide) was introduced into the C-terminus of P460 to generate the new peptide P462. P462 presented better activity than P460 in inhibiting the proliferation of cancer cells and increasing the number of tumor cells undergoing apoptosis. Cell adhesion analysis and tumor imaging results revealed that P462 showed more specific and extensive binding with tumor cells and greater accumulation in tumors than the wild-type peptide. Importantly, treatment with P462 was more efficacious than that with P460 in vivo and was associated with considerably improved tumor-homing activity. This study highlights the importance of the roles of the tumor-homing sequence RGDR in the enhancement in cell attachment and tumor accumulation. The results of this work indicate that P462 could be a novel drug candidate for tumor treatment.
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Affiliation(s)
- Xiaoye Guo
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China
| | - Yiming Zhang
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China
| | - Qian Li
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China
| | - Fangxin Shi
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China
| | - Yifan HuangFu
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China
| | - Jing Li
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China.
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, 210009, Nanjing, P.R. China.
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Liu Y, Zhu Y, Sun X, Ma T, Lao X, Zheng H. DRAVP: A Comprehensive Database of Antiviral Peptides and Proteins. Viruses 2023; 15:v15040820. [PMID: 37112801 PMCID: PMC10141206 DOI: 10.3390/v15040820] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 03/18/2023] [Accepted: 03/22/2023] [Indexed: 04/29/2023] Open
Abstract
Viruses with rapid replication and easy mutation can become resistant to antiviral drug treatment. With novel viral infections emerging, such as the recent COVID-19 pandemic, novel antiviral therapies are urgently needed. Antiviral proteins, such as interferon, have been used for treating chronic hepatitis C infections for decades. Natural-origin antimicrobial peptides, such as defensins, have also been identified as possessing antiviral activities, including direct antiviral effects and the ability to induce indirect immune responses to viruses. To promote the development of antiviral drugs, we constructed a data repository of antiviral peptides and proteins (DRAVP). The database provides general information, antiviral activity, structure information, physicochemical information, and literature information for peptides and proteins. Because most of the proteins and peptides lack experimentally determined structures, AlphaFold was used to predict each antiviral peptide's structure. A free website for users (http://dravp.cpu-bioinfor.org/, accessed on 30 August 2022) was constructed to facilitate data retrieval and sequence analysis. Additionally, all the data can be accessed from the web interface. The DRAVP database aims to be a useful resource for developing antiviral drugs.
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Affiliation(s)
- Yanchao Liu
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Youzhuo Zhu
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Xin Sun
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Tianyue Ma
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing 210009, China
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Cai YY, Huang FQ, Lao X, Lu Y, Gao X, Alolga RN, Yin K, Zhou X, Wang Y, Liu B, Shang J, Qi LW, Li J. Author Correction: Integrated metagenomics identifies a crucial role for trimethylamine-producing Lachnoclostridium in promoting atherosclerosis. NPJ Biofilms Microbiomes 2022; 8:40. [PMID: 35534501 PMCID: PMC9085857 DOI: 10.1038/s41522-022-00303-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/03/2022] Open
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Zhu N, Dong F, Shi G, Lao X, Zheng H. HORDB a comprehensive database of peptide hormones. Sci Data 2022; 9:187. [PMID: 35469024 PMCID: PMC9039076 DOI: 10.1038/s41597-022-01287-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/03/2021] [Accepted: 03/14/2022] [Indexed: 11/18/2022] Open
Abstract
Peptide hormones (also known as hormone peptides and polypeptide hormones) are hormones composed of peptides and are signal transduction molecules produced by a class of multicellular organisms. It plays an important role in the physiological and behavioral regulation of animals and humans as well as in the growth of plants. In order to promote the research on peptide hormones, we constructed HORDB database. The database currently has a total of 6024 entries, including 5729 peptide hormones, 40 peptide drugs and 255 marketed pharmaceutical preparations information. Each entry provided comprehensive information related to the peptide, including general information, sequence, activity, structure, physical information and literature information. We also added information on IC50, EC50, ED50, target, and whether or not the blood-brain barrier was crossed to the activity information note. In addition, HORDB integrates search and sequence analysis to facilitate user browsing and data analysis. We believe that the peptide hormones information collected by HORDB will promote the design and discovery of peptide hormones, All data are hosted and available in figshare 10.6084/m9.figshare.c.5522241. Measurement(s) | peptide hormone | Technology Type(s) | Comprehensive data website service | Factor Type(s) | peptide hormone |
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Affiliation(s)
- Ning Zhu
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing, 210009, P. R. China
| | - Fanyi Dong
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing, 210009, P. R. China
| | - Guobang Shi
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing, 210009, P. R. China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing, 210009, P. R. China.
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing, 210009, P. R. China.
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5
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Cai YY, Huang FQ, Lao X, Lu Y, Gao X, Alolga RN, Yin K, Zhou X, Wang Y, Liu B, Shang J, Qi LW, Li J. Integrated metagenomics identifies a crucial role for trimethylamine-producing Lachnoclostridium in promoting atherosclerosis. NPJ Biofilms Microbiomes 2022; 8:11. [PMID: 35273169 PMCID: PMC8913745 DOI: 10.1038/s41522-022-00273-4] [Citation(s) in RCA: 32] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2021] [Accepted: 01/31/2022] [Indexed: 12/11/2022] Open
Abstract
Microbial trimethylamine (TMA)-lyase activity promotes the development of atherosclerosis by generating of TMA, the precursor of TMA N-oxide (TMAO). TMAO is well documented, but same can not be said of TMA-producing bacteria. This work aimed to identify TMA-producing genera in human intestinal microbiota. We retrieved the genomes of human-associated microorganisms from the Human Microbiome Project database comprising 1751 genomes, Unified Human Gastrointestinal Genome collection consisting 4644 gut prokaryotes, recapitulated 4930 species-level genome bins and public gut metagenomic data of 2134 individuals from 11 populations. By sequence searching, 216 TMA-lyase-containing species from 102 genera were found to contain the homologous sequences of cntA/B, yeaW/X, and/or cutC/D. We identified 13 strains from 5 genera with cntA sequences, and 30 strains from 14 genera with cutC showing detectable relative abundance in healthy individuals. Lachnoclostridium (p = 2.9e−05) and Clostridium (p = 5.8e−04), the two most abundant cutC-containing genera, were found to be much higher in atherosclerotic patients compared with healthy persons. Upon incubation with choline (substrate), L. saccharolyticum effectively transformed it to TMA at a rate higher than 98.7% while that for C. sporogenes was 63.8–67.5% as detected by liquid chromatography-triple quadrupole mass spectrometry. In vivo studies further showed that treatment of L. saccharolyticum and choline promoted a significant increase in TMAO level in the serum of ApoE−/− mice with obvious accumulation of aortic plaque in same. This study discloses the significance and efficiency of the gut bacterium L. saccharolyticum in transforming choline to TMA and consequently promoting the development of atherosclerosis.
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Affiliation(s)
- Yuan-Yuan Cai
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China.,State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Feng-Qing Huang
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Yawen Lu
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Xuejiao Gao
- Affiliated Hospital of Integrated Traditional Chinese and Western Medicine, Nanjing University of Chinese Medicine, Nanjing, 210028, China
| | - Raphael N Alolga
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Kunpeng Yin
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Xingchen Zhou
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Yun Wang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Baolin Liu
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China
| | - Jing Shang
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China.
| | - Lian-Wen Qi
- State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China.
| | - Jing Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China. .,State Key Laboratory of Natural Medicines, School of traditional Chinese Pharmacy, China Pharmaceutical University, Nanjing, 210009, China. .,Key Laboratory of Drug Quality Control and Pharmacovigilance (China Pharmaceutical University), Ministry of Education, Nanjing, 210009, China.
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Shi G, Kang X, Dong F, Liu Y, Zhu N, Hu Y, Xu H, Lao X, Zheng H. DRAMP 3.0: an enhanced comprehensive data repository of antimicrobial peptides. Nucleic Acids Res 2021; 50:D488-D496. [PMID: 34390348 PMCID: PMC8728287 DOI: 10.1093/nar/gkab651] [Citation(s) in RCA: 79] [Impact Index Per Article: 26.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2021] [Revised: 07/06/2021] [Accepted: 07/21/2021] [Indexed: 01/14/2023] Open
Abstract
Stapled antimicrobial peptides are an emerging class of artificial cyclic peptide molecules which have antimicrobial activity and potent structure stability. We previously published the Data Repository of Antimicrobial Peptides (DRAMP) as a manually annotated and open-access database of antimicrobial peptides (AMPs). In the update of version 3.0, special emphasis was placed on the new development of stapled AMPs, and a subclass of specific AMPs was added to store information on these special chemically modified AMPs. To help design low toxicity AMPs, we also added the cytotoxicity property of AMPs, as well as the expansion of newly discovered AMP data. At present, DRAMP has been expanded and contains 22259 entries (2360 newly added), consisting of 5891 general entries, 16110 patent entries, 77 clinical entries and 181 stapled AMPs. A total of 263 entries have predicted structures, and more than 300 general entries have links to experimentally determined structures in the Protein Data Bank. The update also covers new annotations, statistics, categories, functions and download links. DRAMP is available online at http://dramp.cpu-bioinfor.org/.
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Affiliation(s)
- Guobang Shi
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Xinyue Kang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Fanyi Dong
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Yanchao Liu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Ning Zhu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Yuxuan Hu
- School of International Pharmaceutical Business, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Hanmei Xu
- The Engineering Research Centre of Peptide Drug Discovery and Development, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 211100, P.R. China
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Abstract
Bioactive peptides (BPs) are peptides with hormonal or pharmacological properties.
They play a key role in growth, metabolism, disease, aging and death by affecting digestion,
endocrine, cardiovascular, immune and nervous systems. They show the potential therapeutic
effects on blood pressure-lowering (ACE inhibitory), anticancer, antithrombotic, antibacterial,
anti-inflammatory, antioxidant, antiobesity, anti-genotoxic and immunomodulatory. Companied by
the fast development and wide applications of DNA sequencing method, a wealth of bioactive
peptide sequences accumulated through empirical and bioinformatics approaches or an integrated
approach. To store and facilitate the usage of bioactive peptide data, a series of databases have
been established that concerned about different aspects of BPs. A variety of information including
sequence, source, biological activity, toxicity, physical-chemical property, and structure is stored
in these databases. This review summarizes the latest development of BPs databases and briefly
introduces the characteristics of different databases, to help readers to retrieve the required
information more easily. In addition, it also includes sequence analysis, structural simulation and
activity prediction tools, which may be helpful for the design and discovery of new bioactive
peptides.
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Affiliation(s)
- FanYi Dong
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210000, China
| | - GuiLing Zhao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210000, China
| | - Huige Tong
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210000, China
| | - Zhenyuan Zhang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210000, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210000, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210000, China
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Zhao G, Dong F, Lao X, Zheng H. Strategies to Increase the Production of Biosynthetic Riboflavin. Mol Biotechnol 2021; 63:909-918. [PMID: 34156642 DOI: 10.1007/s12033-021-00318-7] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2020] [Accepted: 03/20/2021] [Indexed: 12/29/2022]
Abstract
Riboflavin is widely regarded as an essential nutrient that is involved in biological oxidation in vivo. In addition to preventing and treating acyl-CoA dehydrogenase deficiency in patients with keratitis, stomatitis, and glossitis, riboflavin is also closely related to the treatment of radiation mucositis and cardiovascular disease. Chemical synthesis has been the dominant method for producing riboflavin for approximately 50 years. Nevertheless, due to the intricate synthesis process, relatively high cost, and high risk of pollution, alternative methods of chemical syntheses, such as the fermentation method, began to develop and eventually became the main methods for producing riboflavin. At present, there are three types of strains used in industrial riboflavin production: Ashbya gossypii, Candida famata, and Bacillus subtilis. Additionally, many recent studies have been conducted on Escherichia coli and Lactobacillus. Fermentation increases the yield of riboflavin using genetic engineering technology to modify and induce riboflavin production in the strain, as well as to regulate the metabolic flux of the purine pathway and pentose phosphate pathway (PP pathway), thereby optimizing the culture process. This article briefly introduces recent progress in the fermentation of riboflavin.
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Affiliation(s)
- Guiling Zhao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, People's Republic of China
| | - Fanyi Dong
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, People's Republic of China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, People's Republic of China.
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, People's Republic of China.
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Shi C, Dong F, Zhao G, Zhu N, Lao X, Zheng H. Applications of machine-learning methods for the discovery of NDM-1 inhibitors. Chem Biol Drug Des 2020; 96:1232-1243. [PMID: 32418370 DOI: 10.1111/cbdd.13708] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 04/25/2020] [Accepted: 05/06/2020] [Indexed: 12/11/2022]
Abstract
The emergence of New Delhi metal beta-lactamase (NDM-1)-producing bacteria and their worldwide spread pose great challenges for the treatment of drug-resistant bacterial infections. These bacteria can hydrolyze most β-lactam antibacterials. Unfortunately, there are no clinically useful NDM-1 inhibitors. In the current work, we manually collected NDM-1 inhibitors reported in the past decade and established the first NDM-1 inhibitor database. Four machine-learning models were constructed using the structural and property characteristics of the collected compounds as input training set to discover potential NDM-1 inhibitors. In order to distinguish between high active inhibitors and putative positive drugs, a three-classification strategy was introduced in our study. In detail, the commonly used positive and negative divisions are converted into strongly active, weakly active, and inactive. The accuracy of the best prediction model designed based on this strategy reached 90.5%, compared with 69.14% achieved by the traditional docking-based virtual screening method. Consequently, the best model was used to virtually screen a natural product library. The safety of the selected compounds was analyzed by the ADMET prediction model based on machine learning. Seven novel NDM-1 inhibitors were identified, which will provide valuable clues for the discovery of NDM-1 inhibitors.
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Affiliation(s)
- Cheng Shi
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Fanyi Dong
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Guiling Zhao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Ning Zhu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, China
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10
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Peng R, Xu C, Zheng H, Lao X. Modified Thymosin Alpha 1 Distributes and Inhibits the Growth of Lung Cancer in Vivo. ACS Omega 2020; 5:10374-10381. [PMID: 32426594 PMCID: PMC7226852 DOI: 10.1021/acsomega.0c00220] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 01/16/2020] [Accepted: 04/13/2020] [Indexed: 06/11/2023]
Abstract
Targeted therapy of tumors is an effective method for treating cancer. Thymosin alpha 1 (Tα1), a hormone that contains 28 amino acids, is already approved for cancer treatment. However, its clinical application is limited because of the lack of tumor targeting. Considering that RGD can specifically bind to integrin, the anticancer drug can have a targeted therapeutic effect on tumors when it combines with a peptide containing an RGD sequence. We produced a polypeptide, Tα1-RGDR, by binding Tα1 to RGDR. The RGDR can combine with the αvβ3 and NRP-1 domains, which are highly expressed on the surface of the tumor, to achieve the effect of tumor targeting. This work aimed to investigate the difference of antitumor activity and tumor targeting between Tα1 modified by RGDR and Tα1 by using H460 and LLC tumor models. Results showed that Tα1-RGDR had remarkable antitumor effects, and its tumor targeting was better than that of Tα1. Hence, Tα1-RGDR is a promising antitumor drug.
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Shi C, Chen J, Kang X, Zhao G, Lao X, Zheng H. Deep Learning in the Study of Protein-Related Interactions. Protein Pept Lett 2019; 27:359-369. [PMID: 31538879 DOI: 10.2174/0929866526666190723114142] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2019] [Revised: 03/13/2019] [Accepted: 04/05/2019] [Indexed: 11/22/2022]
Abstract
Protein-related interaction prediction is critical to understanding life processes, biological functions, and mechanisms of drug action. Experimental methods used to determine proteinrelated interactions have always been costly and inefficient. In recent years, advances in biological and medical technology have provided us with explosive biological and physiological data, and deep learning-based algorithms have shown great promise in extracting features and learning patterns from complex data. At present, deep learning in protein research has emerged. In this review, we provide an introductory overview of the deep neural network theory and its unique properties. Mainly focused on the application of this technology in protein-related interactions prediction over the past five years, including protein-protein interactions prediction, protein-RNA\DNA, Protein- drug interactions prediction, and others. Finally, we discuss some of the challenges that deep learning currently faces.
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Affiliation(s)
- Cheng Shi
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Jiaxing Chen
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Xinyue Kang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Guiling Zhao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
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Shi C, Chen J, Xiao B, Kang X, Lao X, Zheng H. Discovery of NDM-1 inhibitors from natural products. J Glob Antimicrob Resist 2019; 18:80-87. [DOI: 10.1016/j.jgar.2019.02.003] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2018] [Revised: 01/31/2019] [Accepted: 02/01/2019] [Indexed: 11/15/2022] Open
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13
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Shi C, Bao J, Sun Y, Kang X, Lao X, Zheng H. Discovery of Baicalin as NDM-1 inhibitor: Virtual screening, biological evaluation and molecular simulation. Bioorg Chem 2019; 88:102953. [DOI: 10.1016/j.bioorg.2019.102953] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/10/2019] [Revised: 04/15/2019] [Accepted: 04/24/2019] [Indexed: 11/29/2022]
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14
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Shen X, Wang L, Xu C, Yang J, Peng R, Hu X, Wang F, Zheng H, Lao X. Fusion of thymosin alpha 1 with mutant IgG1 CH3 prolongs half-life and enhances antitumor effects in vivo. Int Immunopharmacol 2019; 74:105662. [PMID: 31220695 DOI: 10.1016/j.intimp.2019.05.047] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2019] [Revised: 05/13/2019] [Accepted: 05/23/2019] [Indexed: 10/26/2022]
Abstract
Thymosin alpha 1 (Tα1) is an immunomodulatory polypeptide secreted from the thymus. Tα1 has a wide range of biological functions, such as immunomodulation and endocrine regulation. Tα1 also displays antiviral and antitumor activities. Tα1 has been successfully used in clinical adjuvant therapy for solid tumors to improve the immune response of patients undergoing chemotherapy and radiotherapy. However, the half-life of Tα1 in the body is short, so frequent administration is required to maintain efficacy. In order to improve the pharmacokinetic profile of Tα1, we linked the mutated CH3 (mCH3) fragment of IgG1 (human) to the C-terminus of Tα1 to produce a long-acting fusion protein, Tα1-mCH3. The half-life of Tα1-mCH3 (47 h) was substantially increased compared with that of the parent molecule Tα1 (3 h). In vivo studies indicated that mCH3 fusion retained the original biological activity of Tα1, and Tα1-mCH3 showed slightly better immunomodulatory effect than Ta1. In the 4 T1 and B16F10 tumor xenograft models, Tα1-mCH3 induced a greater abundance of CD4+ and CD8+ T-cells in tumor tissues compared with Ta1. Tα1-mCH3 exhibited better effect in promoting the production of IL-2 and IFN-γ compared with Tα1. Therefore, Tα1-mCH3 more efficiently inhibited the growth of 4 T1 and B16F10 tumors than Tα1. In conclusion, fusion with mCH3 is an attractive strategy to lengthen the half-life and increase the activity of Tα1.
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Affiliation(s)
- Xutong Shen
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Liping Wang
- Department of Clinical Oncology, the First City Hospital of Chenzhou, Hunan 423000, PR China
| | - Caoying Xu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Jiahui Yang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Renhao Peng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Xinyi Hu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Fanwen Wang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China.
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Shi C, Chen J, Kang X, Shen X, Lao X, Zheng H. Approaches for the discovery of metallo‐β‐lactamase inhibitors: A review. Chem Biol Drug Des 2019; 94:1427-1440. [DOI: 10.1111/cbdd.13526] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2018] [Revised: 03/15/2019] [Accepted: 03/20/2019] [Indexed: 12/22/2022]
Affiliation(s)
- Cheng Shi
- School of Life Science and Technology China Pharmaceutical University Nanjing China
| | - Jiaxing Chen
- School of Life Science and Technology China Pharmaceutical University Nanjing China
| | - Xinyue Kang
- School of Life Science and Technology China Pharmaceutical University Nanjing China
| | - Xutong Shen
- School of Life Science and Technology China Pharmaceutical University Nanjing China
| | - Xingzhen Lao
- School of Life Science and Technology China Pharmaceutical University Nanjing China
| | - Heng Zheng
- School of Life Science and Technology China Pharmaceutical University Nanjing China
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16
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Wang F, Zhang R, Li B, Li Q, Zheng H, Lao X. A cell-internalizing peptide endows tumstatin7 with enhanced antitumor properties. Pharmazie 2019; 73:715-720. [PMID: 30522555 DOI: 10.1691/ph.2018.8623] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Subscribe] [Scholar Register] [Indexed: 09/29/2022]
Abstract
Tumstatin7 (CNYYSNS) is an antitumor peptide derived from the NC1 domain of Type IV collagen that has been associated with tumor angiogenesis. In this work, we generated a peptide composed of tumstatin7 fused to TAT, a cell-internalizing peptide consisting of 11 amino acids. Tumstatin7-TAT was internalized by cells and triggered cell death. The new peptide was more potent in inducing B16F10 melanoma cell apoptosis in vitro than the shorter tumstatin7. Whereas tumstatin7-TAT significantly reduced tumor cell viability, tumstatin7 showed only weak effects even at the highest treatment concentration applied. Both tumstatin7-TAT and tumstatin7 inhibited cell migration in an in vitro wound healing model, and the former was more effective than the latter in inhibiting tumor growth in vivo. Combining the cell-internalizing property of TAT with the tumor-specific property of tumstatin7 may provide a useful adjunct to tumor therapy.
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Song Z, Cai Y, Lao X, Wang X, Lin X, Cui Y, Kalavagunta PK, Liao J, Jin L, Shang J, Li J. Taxonomic profiling and populational patterns of bacterial bile salt hydrolase (BSH) genes based on worldwide human gut microbiome. Microbiome 2019; 7:9. [PMID: 30674356 PMCID: PMC6345003 DOI: 10.1186/s40168-019-0628-3] [Citation(s) in RCA: 212] [Impact Index Per Article: 42.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/16/2018] [Accepted: 01/16/2019] [Indexed: 05/07/2023]
Abstract
BACKGROUND Bile salt hydrolase plays an important role in bile acid-mediated signaling pathways, which regulate lipid absorption, glucose metabolism, and energy homeostasis. Several reports suggest that changes in the composition of bile acids are found in many diseases caused by dysbacteriosis. RESULTS Here, we present the taxonomic identification of bile salt hydrolase (BSH) in human microbiota and elucidate the abundance and activity differences of various bacterial BSH among 11 different populations from six continents. For the first time, we revealed that bile salt hydrolase protein sequences (BSHs) are distributed in 591 intestinal bacterial strains within 117 genera in human microbiota, and 27.52% of these bacterial strains containing BSH paralogs. Significant variations are observed in BSH distribution patterns among different populations. Based on phylogenetic analysis, we reclassified these BSHs into eight phylotypes and investigated the abundance patterns of these phylotypes among different populations. From the inspection of enzyme activity among different BSH phylotypes, BSH-T3 showed the highest enzyme activity and is only found in Lactobaclillus. The phylotypes of BSH-T5 and BSH-T6 mainly from Bacteroides with high percentage of paralogs exhibit different enzyme activity and deconjugation activity. Furthermore, we found that there were significant differences between healthy individuals and patients with atherosclerosis and diabetes in some phylotypes of BSHs though the correlations were pleiotropic. CONCLUSION This study revealed the taxonomic and abundance profiling of BSH in human gut microbiome and provided a phylogenetic-based system to assess BSHs activity by classifying the target sequence into specific phylotype. Furthermore, the present work disclosed the variation patterns of BSHs among different populations of geographical regions and health/disease cohorts, which is essential to understand the role of BSH in the development and progression of related diseases.
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Affiliation(s)
- Ziwei Song
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
| | - Yuanyuan Cai
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009 China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
| | - Xue Wang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
| | - Xiaoxuan Lin
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
| | - Yingyun Cui
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
| | | | - Jun Liao
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009 China
| | - Liang Jin
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009 China
| | - Jing Shang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
- State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing, 210009 China
| | - Jing Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009 China
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18
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Shen X, Li Q, Wang F, Bao J, Dai M, Zheng H, Lao X. Generation of a novel long-acting thymosin alpha1-Fc fusion protein and its efficacy for the inhibition of breast cancer in vivo. Biomed Pharmacother 2018; 108:610-617. [DOI: 10.1016/j.biopha.2018.09.064] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 09/09/2018] [Accepted: 09/11/2018] [Indexed: 12/21/2022] Open
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Li B, Jiang Z, Xie D, Wang Y, Lao X. Cetuximab-modified CuS nanoparticles integrating near-infrared-II-responsive photothermal therapy and anti-vessel treatment. Int J Nanomedicine 2018; 13:7289-7302. [PMID: 30510418 PMCID: PMC6231502 DOI: 10.2147/ijn.s175334] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Photothermal therapy (PTT) has received extensive attention owing to its non-invasive nature and highly therapeutic outcomes. PTT agents and near-infrared (NIR) laser are essential elements in PTT. However, most PTT agents are composed of heavy metals, characterized by serious cytotoxicity and side effects, and NIR irradiation often damages normal tissue owing to the high dose, thus limiting the clinical application of PTT. PURPOSE In this regard, exploring new perspectives enabling more PTT agents to be enriched into the tumor and NIR laser irradiation decay in PTT is vital. METHODS In this study, cetuximab (Ab), an anti-angiogenic antibody which targets the EGFR, was modified on CuS NPs (CuS-Ab NPs) to improve the aggregation of CuS NPs in the tumor. RESULTS The cellular uptake data and the biodistribution results showed comparable accumulation of CuS-Ab NPs in tumor, thus decreasing the cytotoxicity and side effects in normal tissues. More importantly, the modification of Ab in CuS-Ab NPs impressively inhibited the formation and progression of tumor vessels, as demonstrated by immunohistochemistry staining. The introduction of anti-vessel treatment requires CuS-Ab NPs to provide weak PTT, which means that a small amount of laser energy is required, inevitably causing negligible damage to normal tissue. CONCLUSION Therefore, our tailor-made CuS-Ab NPs have promising potential in clinical applications.
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Affiliation(s)
- Bin Li
- Department of Biomedical Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu Province 210093, China,
| | - Zhongyin Jiang
- Department of Biomedical Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu Province 210093, China,
| | - Diya Xie
- Department of Biomedical Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu Province 210093, China,
| | - Yiqing Wang
- Department of Biomedical Engineering, College of Engineering and Applied Sciences, Nanjing University, Nanjing, Jiangsu Province 210093, China,
| | - Xingzhen Lao
- Department of Microbial and Biochemical Pharmacy, School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu Province 210009, China,
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20
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Wang F, Yu T, Zheng H, Lao X. Thymosin Alpha1-Fc Modulates the Immune System and Down-regulates the Progression of Melanoma and Breast Cancer with a Prolonged Half-life. Sci Rep 2018; 8:12351. [PMID: 30120362 PMCID: PMC6097990 DOI: 10.1038/s41598-018-30956-y] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2017] [Accepted: 08/08/2018] [Indexed: 02/06/2023] Open
Abstract
Thymosin alpha 1 (Tα1) is a biological response modifier that has been introduced into markets for treating several diseases. Given the short serum half-life of Tα1 and the rapid development of Fc fusion proteins, we used genetic engineering method to construct the recombinant plasmid to express Tα1-Fc (Fc domain of human IgG4) fusion protein. A single-factor experiment was performed with different inducers of varying concentrations for different times to get the optimal condition of induced expression. Pure proteins higher than 90.3% were obtained by using 5 mM lactose for 4 h with a final production about 160.4 mg/L. The in vivo serum half-life of Tα1-Fc is 25 h, almost 13 times longer than Tα1 in mice models. Also, the long-acting protein has a stronger activity in repairing immune injury through increasing number of lymphocytes. Tα1-Fc displayed a more effective antitumor activity in the 4T1 and B16F10 tumor xenograft models by upregulating CD86 expression, secreting IFN-γ and IL-2, and increasing the number of tumor-infiltrating CD4+ T and CD8+ T cells. Our study on the novel modified Tα1 with the Fc segment provides valuable information for the development of new immunotherapy in cancer.
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Affiliation(s)
- Fanwen Wang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, P.R. China
| | - Tingting Yu
- Dongyangguang pharmaceutical r&d co. LTD, Dongguan, 523000, P.R. China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, P.R. China.
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, P.R. China.
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21
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Wang F, Xu C, Peng R, Li B, Shen X, Zheng H, Lao X. Effect of a C-end rule modification on antitumor activity of thymosin α1. Biochimie 2018; 154:99-106. [PMID: 30096371 DOI: 10.1016/j.biochi.2018.08.001] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2018] [Accepted: 08/04/2018] [Indexed: 12/27/2022]
Abstract
Thymosin α1 (Tα1), a hormone containing 28 amino acids, has been approved in several cancer therapies, but the lack of tumor-targeting hinders its full use in tumor treatment. We designed a new peptide by connecting Tα1 and RGDR, generating a product, Tα1-RGDR, where RGDR is located in the C-end with both tumor-homing and cell internalizing properties (C-end rule peptides, a consensus R/KXXR/K motif). This work aimed to study the antitumor and immunological activities of Tα1-RGDR, and its differences compared with the wild-type Tα1. The antitumor and immunological activities of Tα1-RGDR were measured using the B16F10 tumor and immunologic suppression models. Tα1-RGDR treatment led to significant inhibition of tumor growth at a dose at which Tα1 showed a slight effect in the B16F10 tumor growth model. In the immunologic suppression model, Tα1-RGDR shared almost equivalent immunomodulatory effect with Tα1. These results demonstrated the better therapeutic effects after treatment with Tα1-RGDR compared with Tα1. Moreover, both Tα1-RGDR and Tα1 shared a helical conformation in the presence of trifluoroethanol based on CD spectroscopy. Our dock information of Tα1-RGDR when combined with integrin αvβ3 or neuropilin-1 further confirmed previous experimental results. All these findings suggest that Tα1-RGDR might be a useful therapy for tumors by overcoming its wild type limitation of tumor homing.
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Affiliation(s)
- Fanwen Wang
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China
| | - Caoying Xu
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China
| | - Renhao Peng
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China
| | - Bin Li
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China
| | - Xutong Shen
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang 24, Nanjing, 210009, China.
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22
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Wang F, Li B, Fu P, Li Q, Zheng H, Lao X. Effects on tumor growth and immunosuppression of a modified Tα1 peptide along with its circular dichroism spectroscopy data. Data Brief 2018; 20:126-131. [PMID: 30109250 PMCID: PMC6088563 DOI: 10.1016/j.dib.2018.07.058] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2018] [Revised: 07/01/2018] [Accepted: 07/24/2018] [Indexed: 11/18/2022] Open
Abstract
The data presented in this article are related to the research article entitled "Immunomodulatory and Enhanced Antitumor Activity of a Modified Thymosin α1 in Melanoma and Lung Cancer" (Wang et al., 2018). Tα1 has been evaluated as effective in cancer treatment. In order to make it capable to target tumor, a peptide iRGD was introduced to Tα1. The anti-tumor activity was accessed by constructing in vivo melanoma and human non-small-cell lung cancer models treated with Tα1-iRGD to measure the tumor volume over time and tumor weight at the last day. The concentration of IFN-γ and IL-2 in C57BL/6 mice peripheral blood was determined by ELISA. And the immunomodulatory ability of Tα1-iRGD was evaluated in vivo by thymus index and spleen index. Those functions this paper was aimed at may have relationship with its secondary structure, so the circular dichroism spectra of Tα1, iRGD and Tα1-iRGD was performed.
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Affiliation(s)
- Fanwen Wang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Bin Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Pengcheng Fu
- Department of Neurology, the First People׳s Hospital of Chenzhou, Hunan 423000, PR China
| | - Qingqing Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
- Corresponding author. Tel: 86-25-83271001, Fax: 86-25-83271249.
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Wang F, Li B, Fu P, Li Q, Zheng H, Lao X. Immunomodulatory and enhanced antitumor activity of a modified thymosin α1 in melanoma and lung cancer. Int J Pharm 2018; 547:611-620. [PMID: 29933059 DOI: 10.1016/j.ijpharm.2018.06.041] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2018] [Revised: 05/28/2018] [Accepted: 06/18/2018] [Indexed: 12/22/2022]
Abstract
Tumor-targeted therapy is an attractive strategy for cancer treatment. Peptide hormone thymosin α1 (Tα1) has been used against several diseases, including cancer, but its activity is pleiotropic. Herein, we designed a fusion protein Tα1-iRGD by introducing the tumor homing peptide iRGD to Tα1. Results show that Tα1-iRGD can promote T-cell activation and CD86 expression, thereby exerting better effect and stronger inhibitory against melanoma and lung cancer, respectively, than Tα1 in vivo. These effects are indicated by the reduced densities of tumor vessels and Tα1-iRGD accumulation in tumors. Moreover, compared with Tα1, Tα1-iRGD can attach more B16F10 and H460 cells and exhibits significantly better immunomodulatory activity in immunosuppression models induced by hydrocortisone. Circular dichroism spectroscopy and structural analysis results revealed that Tα1 and Tα1-iRGD both adopted a helical confirmation in the presence of trifluoroethanol, indicating the structural basis of their functions. These findings highlight the vital function of Tα1-iRGD in tumor-targeted therapy and suggest that Tα1-iRGD is a better antitumor drug than Tα1.
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Affiliation(s)
- Fanwen Wang
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Bin Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Pengcheng Fu
- Department of Neurology, The First People's Hospital of Chenzhou, Hunan 423000, PR China
| | - Qingqing Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China.
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24
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Liao G, Liang Y, Zheng G, Zhang S, Lao X, Li S. Evaluation and management of skull base tumours. Int J Oral Maxillofac Surg 2017. [DOI: 10.1016/j.ijom.2017.02.119] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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25
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Liu S, Fan L, Sun J, Lao X, Zheng H. Computational resources and tools for antimicrobial peptides. J Pept Sci 2016; 23:4-12. [PMID: 27966278 DOI: 10.1002/psc.2947] [Citation(s) in RCA: 38] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2016] [Revised: 11/11/2016] [Accepted: 11/14/2016] [Indexed: 12/21/2022]
Abstract
Antimicrobial peptides (AMPs), as evolutionarily conserved components of innate immune system, protect against pathogens including bacteria, fungi, viruses, and parasites. In general, AMPs are relatively small peptides (<10 kDa) with cationic nature and amphipathic structure and have modes of action different from traditional antibiotics. Up to now, there are more than 19 000 AMPs that have been reported, including those isolated from nature sources or by synthesis. They have been considered to be promising substitutes of conventional antibiotics in the quest to address the increasing occurrence of antibiotic resistance. However, most AMPs have modest direct antimicrobial activity, and their mechanisms of action, as well as their structure-activity relationships, are still poorly understood. Computational strategies are invaluable assets to provide insight into the activity of AMPs and thus exploit their potential as a new generation of antimicrobials. This article reviews the advances of AMP databases and computational tools for the prediction and design of new active AMPs. Copyright © 2016 European Peptide Society and John Wiley & Sons, Ltd.
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Affiliation(s)
- Shicai Liu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Linlin Fan
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Jian Sun
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, 210009, China
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26
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Yu T, Lao X, Zheng H. Influencing COX-2 Activity by COX Related Pathways in Inflammation and Cancer. Mini Rev Med Chem 2016; 16:1230-1243. [DOI: 10.2174/1389557516666160505115743] [Citation(s) in RCA: 40] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2015] [Revised: 03/09/2016] [Accepted: 05/03/2016] [Indexed: 11/22/2022]
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27
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Lao X, Li B, Liu M, Shen C, Yu T, Gao X, Zheng H. A modified thymosin alpha 1 inhibits the growth of breast cancer both in vitro and in vivo: suppressment of cell proliferation, inducible cell apoptosis and enhancement of targeted anticancer effects. Apoptosis 2016; 20:1307-20. [PMID: 26283169 DOI: 10.1007/s10495-015-1151-z] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Thymosin alpha 1 (Tα1) is commonly used for treating several diseases; however its usage has been limited because of poor penetration of the target tissue, such as tumor cells. In the present study, Tα1-iRGD, a peptide by conjugating Tα1 with the iRGD fragment, was evaluated its performance in MCF-7 and MDA-MB-231 human breast cancer cells. Compared with the wild-type peptide, Tα1-iRGD was more selective in binding tumor cells in the cell attachment assay. Furthermore, the MTT assay confirmed that Tα1-iRGD proved more effective in significantly inhibiting the growth of MCF-7 cells in contrast to the general inhibition displayed by Tα1. Further, conjugation of Tα1 with iRGD preserved the immunomodulatory activity of the drug by increasing the proliferation of mouse spleen lymphocytes. Further, compared with Tα1 treatment, Tα1-iRGD treatment of MCF-7 cells considerably increased the number of cells undergoing apoptosis, resulting in a dose-dependent inhibition of cancer cell growth, which was associated with a much better effect on up-regulation of the expression of BCL2-associated X protein (Bax), caspase 9, etc. More importantly, treatment with Ta1-iRGD was more efficacious than treatment with Ta1 in vivo. This study highlights the importance of iRGD on enhancement of cell penetration and tumor accumulation. In summary, our findings demonstrate that the novel modified Tα1 developed in this study has the potential to be used for treating breast cancer.
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Affiliation(s)
- Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, 24 Tongjiaxiang, Nanjing, 210009, People's Republic of China,
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Fan L, Sun J, Zhou M, Zhou J, Lao X, Zheng H, Xu H. DRAMP: a comprehensive data repository of antimicrobial peptides. Sci Rep 2016; 6:24482. [PMID: 27075512 PMCID: PMC4830929 DOI: 10.1038/srep24482] [Citation(s) in RCA: 117] [Impact Index Per Article: 14.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/11/2015] [Accepted: 03/30/2016] [Indexed: 12/23/2022] Open
Abstract
The growing problem of antibiotic-resistant microorganisms results in an urgent need for substitutes to conventional antibiotics with novel modes of action and effective activities. Antimicrobial peptides (AMPs), produced by a wide variety of living organisms acting as a defense mechanism against invading pathogenic microbes, are considered to be such promising alternatives. AMPs display a broad spectrum of antimicrobial activity and a low propensity for developing resistance. Therefore, a thorough understanding of AMPs is essential to exploit them as antimicrobial drugs. Considering this, we developed a comprehensive user-friendly data repository of antimicrobial peptides (DRAMP), which holds 17349 antimicrobial sequences, including 4571 general AMPs, 12704 patented sequences and 74 peptides in drug development. Entries in the database have detailed annotations, especially detailed antimicrobial activity data (shown as target organism with MIC value) and structure information. Annotations also include accession numbers crosslinking to Pubmed, Swiss-prot and Protein Data Bank (PDB). The website of the database comes with easy-to-operate browsing as well as searching with sorting and filtering functionalities. Several useful sequence analysis tools are provided, including similarity search, sequence alignment and conserved domain search (CD-Search). DRAMP should be a useful resource for the development of novel antimicrobial peptide drugs.
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Affiliation(s)
- Linlin Fan
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Jian Sun
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Meifeng Zhou
- MOE Key Lab of Bioinformatics, School of Life Sciences, Tsinghua University, Beijing 100084, China
| | - Jie Zhou
- Center of Drug Discovery, State Key Laboratory of Natural Medicines, China Pharmaceutical University, Nanjing 210009, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
| | - Hanmei Xu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, China
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Xiao J, Fang M, Shi Y, Chen H, Shen B, Chen J, Lao X, Xu H, Zheng H. Identification and Validation Novel of VIM-2 Metallo-β-lactamase Tripeptide Inhibitors. Mol Inform 2015; 34:559-67. [DOI: 10.1002/minf.201400178] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2014] [Accepted: 03/16/2015] [Indexed: 11/07/2022]
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30
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Lao X, Li B, Liu M, Chen J, Gao X, Zheng H. Increased antitumor activity of tumor-specific peptide modified thymopentin. Biochimie 2014; 107 Pt B:277-85. [PMID: 25236717 DOI: 10.1016/j.biochi.2014.09.013] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2014] [Accepted: 09/08/2014] [Indexed: 11/29/2022]
Abstract
Thymopoietin pentapeptide (thymopentin, TP5), an immunomodulatory peptide, has been successfully used as an immune system enhancer for treating immune deficiency, cancer, and infectious diseases. However, poor penetration into tumors remains a key limitation to the efficacy and application of TP5. iRGD (CRGDK/RGPD/EC) has been introduced to certain anticancer agents, and increased specific tumor penetrability of drugs and cell internalization have been observed. In the present study, we fused this iRGD fragment with the C-terminal of TP5 to yield a new product, TP5-iRGD. Cell attachment assay showed that TP5-iRGD exhibits more extensive attachment to the melanoma cell line B16F10 than wild-type TP5. Tumor cell viability assay showed that iRGD conjugation with the TP5 C-terminus increases the basal antiproliferative activity of the pentapeptide against the melanoma cell line B16F10, the human lung cancer cell line H460, and the human breast cancer cell line MCF-7. Subsequent injections of TP5-iRGD inhibited in vivo melanoma progression more efficiently than the native TP5. Murine spleen lymphocyte proliferation assay also showed that TP5-iRGD and the parent pentapeptide feature nearly identical spleen lymphocyte proliferation activities. We built an integrin αvβ3 and TP5-iRGD computational binding model to investigate the mechanism by which TP5-iRGD promotes increased activity further. Conjugation with iRGD promotes binding to integrin αvβ3, thereby increasing the tumor-homing efficiency of the resultant peptide. These experimental and computational observations of increased TP5-iRGD activity help broaden the usage of TP5 and reflect the great application potential of the peptide as an anticancer agent.
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Affiliation(s)
- Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Bin Li
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Meng Liu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Jiao Chen
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China
| | - Xiangdong Gao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China.
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, PR China.
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Chen J, Shang X, Hu F, Lao X, Gao X, Zheng H, Yao W. β-Lactamase inhibitors: an update. Mini Rev Med Chem 2014; 13:1846-61. [PMID: 23895190 DOI: 10.2174/13895575113139990074] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2013] [Revised: 07/21/2013] [Accepted: 07/21/2013] [Indexed: 11/22/2022]
Abstract
β-lactamase-mediated resistance to β-lactam antibiotics is an increasing threat to clinical antimicrobial chemotherapy. The combinations of β-lactam antibiotics and β-lactamase inhibitors (such as sulbactam, tazobactam and clavulanic acid) have been successfully used for overcoming class A β-lactamase-mediated resistance. However, none of the inhibitors effective against class B, C or D β-lactamases are available in the clinic, which alarms an urgent need to discover/design broad-spectrum β-lactamase inhibitors or new β-lactam antibiotics capable of evading bacterial enzymatic inactivation. In recent years, inhibitors targeted to serine β-lactamases have been developed rapidly with a few of them under clinical trials. In contrast, none promising class B β-lactamase (metallo-β-lactamase) inhibitors with good druggability have been discovered, despite the increasing number of active molecules reported. In this review, we summarized the potential β-lactamase inhibitors reported in recent years and updated the current status of β-lactamase inhibitor discovery.
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Affiliation(s)
- Jiao Chen
- School of Life Science and Technology, China Pharmaceutical University, Nanjing 210009, P.R. China.
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Li J, Lao X, Zhang C, Tian L, Lu D, Xu S. Increased genetic diversity of ADME genes in African Americans compared with their putative ancestral source populations and implications for pharmacogenomics. BMC Genet 2014; 15:52. [PMID: 24884825 PMCID: PMC4021503 DOI: 10.1186/1471-2156-15-52] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2013] [Accepted: 04/24/2014] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND African Americans have been treated as a representative population for African ancestry for many purposes, including pharmacogenomic studies. However, the contribution of European ancestry is expected to result in considerable differences in the genetic architecture of African American individuals compared with an African genome. In particular, the genetic admixture influences the genomic diversity of drug metabolism-related genes, and may cause high heterogeneity of drug responses in admixed populations such as African Americans. RESULTS The genomic ancestry information of African-American (ASW) samples was obtained from data of the 1000 Genomes Project, and local ancestral components were also extracted for 32 core genes and 252 extended genes, which are associated with drug absorption, distribution, metabolism, and excretion (ADME) genes. As expected, the global genetic diversity pattern in ASW was determined by the contributions of its putative ancestral source populations, and the whole profiles of ADME genes in ASW are much closer to those in YRI than in CEU. However, we observed much higher diversity in some functionally important ADME genes in ASW than either CEU or YRI, which could be a result of either genetic drift or natural selection, and we identified some signatures of the latter. We analyzed the clinically relevant polymorphic alleles and haplotypes, and found that 28 functional mutations (including 3 missense, 3 splice, and 22 regulator sites) exhibited significantly higher differentiation between the three populations. CONCLUSIONS Analysis of the genetic diversity of ADME genes showed differentiation between admixed population and its ancestral source populations. In particular, the different genetic diversity between ASW and YRI indicated that the ethnic differences in pharmacogenomic studies are broadly existed despite that African ancestry is dominant in Africans Americans. This study should advance our understanding of the genetic basis of the drug response heterogeneity between populations, especially in the case of population admixture, and have significant implications for evaluating potential inter-population heterogeneity in drug treatment effects.
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Affiliation(s)
| | | | | | | | | | - Shuhua Xu
- Max Planck Independent Research Group on Population Genomics, Chinese Academy of Sciences and Max Planck Society (CAS-MPG) Partner Institute for Computational Biology, Shanghai Institutes for Biological Sciences, Chinese Academy of Sciences, Shanghai 200031, China.
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Chen J, Chen H, Zhu T, Zhou D, Zhang F, Lao X, Zheng H. Asp120Asn mutation impairs the catalytic activity of NDM-1 metallo-β-lactamase: experimental and computational study. Phys Chem Chem Phys 2014; 16:6709-16. [PMID: 24584846 DOI: 10.1039/c3cp55069a] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
New Delhi metallo-β-lactamase-1 (NDM-1) has attracted extensive attention in recent years for its high activity for hydrolyzing almost all β-lactam antibiotics. Like other metallo-β-lactamases (MβLs), NDM-1 features an invariant Asp120 that ligates the zinc ion (ZN2) in the active site. Previous studies showed that substitutions of Asp120 with residues such as Ala, Ser, Asn and Glu dramatically impaired the MβL (BcII, IMP-1, L1) activity, but no consensus about the exact role of Asp120 has reached. Here we constructed D120N mutant of NDM-1 by site-directed mutagenesis. The replacement of Asp120 with Asn, which has much weaker metal ligating capabilities than Asp, severely impaired the lactamase activity without abolishing the ZN2 site. Molecular dynamics simulations suggested that the ZN1-ZN2 distance increased because of mutation, leading to a rearrangement of the active site, including the bridging OH(-). Thereby, the Mulliken charges of ZN1 and ZN2 redistributed, especially for ZN2, which might be the major cause of the impaired activity. Reducing the point charges of Asp120 carboxyl oxygens weakened the ionic interactions between Asp120 and ZN2, and the positions of the zinc ions were also changed as a result. It is proposed that Asp120 acts as a strong ZN2 ligand, positioning ZN2 for catalytically important interactions with the substrate, stabilizing the negatively charged amide nitrogen of the hydrolyzed intermediate, and more importantly, orienting the ZN-bound OH(-) for nucleophilic attacks and protonation. These functions are of general importance for catalyzing β-lactam antibiotics by NDM-1 as well as other MβLs.
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Affiliation(s)
- Jiao Chen
- School of Life Science and Technology, China Pharmaceutical University, China.
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Chen J, Chen H, Shi Y, Hu F, Lao X, Gao X, Zheng H, Yao W. Probing the effect of the non-active-site mutation Y229W in New Delhi metallo-β-lactamase-1 by site-directed mutagenesis, kinetic studies, and molecular dynamics simulations. PLoS One 2013; 8:e82080. [PMID: 24339993 PMCID: PMC3858288 DOI: 10.1371/journal.pone.0082080] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2013] [Accepted: 10/29/2013] [Indexed: 12/03/2022] Open
Abstract
New Delhi metallo-β-lactmase-1 (NDM-1) has attracted extensive attention for its high catalytic activities of hydrolyzing almost all β-lactam antibiotics. NDM-1 shows relatively higher similarity to subclass B1 metallo-β-lactmases (MβLs), but its residue at position 229 is identical to that of B2/B3 MβLs, which is a Tyr instead of a B1-MβL-conserved Trp. To elucidate the possible role of Y229 in the bioactivity of NDM-1, we performed mutagenesis study and molecular dynamics (MD) simulations. Although residue Y229 is spatially distant from the active site and not contacting directly with the substrate or zinc ions, the Y229W mutant was found to have higher kcat and Km values than those of wild-type NDM-1, resulting in 1∼7 fold increases in kcat/Km values against tested antibiotics. In addition, our MD simulations illustrated the enhanced flexibility of Loop 2 upon Y229W mutation, which could increase the kinetics of both substrate entrance (kon) and product egress (koff). The enhanced flexibility of Loop 2 might allow the enzyme to adjust the geometry of its active site to accommodate substrates with different structures, broadening its substrate spectrum. This study indicated the possible role of the residue at position 229 in the evolution of NDM-1.
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Affiliation(s)
- Jiao Chen
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Hui Chen
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Yun Shi
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Feng Hu
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Xingzhen Lao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Xiangdong Gao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Heng Zheng
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
- * E-mail: (HZ); (WY)
| | - Wenbing Yao
- School of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiangsu, China
- * E-mail: (HZ); (WY)
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Lao X, Liu M, Chen J, Zheng H. A tumor-penetrating peptide modification enhances the antitumor activity of thymosin alpha 1. PLoS One 2013; 8:e72242. [PMID: 23977262 PMCID: PMC3747120 DOI: 10.1371/journal.pone.0072242] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2013] [Accepted: 07/10/2013] [Indexed: 01/08/2023] Open
Abstract
A serious limitation of numerous antitumor drugs is the incapacity to penetrate solid tumors. However, addition of an RGD fragment to peptide drugs might solve this problem. In this study, we explored whether the introduction of a permeability-enhancing sequence, such as iRGD (CRGDK/RGPD/EC) fragments, would enhance the activity of thymosin alpha 1 (Tα1). The modified Tα1 (Tα1-iRGD) was successfully expressed and purified, and the in vitro assay showed that Tα1-iRGD presented a similar activity as Tα1 in promoting proliferation of mouse splenocytes. Meanwhile, cell adhesion analysis revealed that Tα1-iRGD exhibited more specific and greater binding with tumor cells compared with Tα1. Furthermore, the iRGD fragment evidently enhanced the basal ability of Tα1 to inhibit proliferation of cancer cells in vitro, particularly of mouse melanoma cell line B16F10 and human lung cancer cell line H460. Our findings indicated that the addition of an iRGD fragment increased the anti-proliferative activity of Tα1 against cancer cells by improving the ability of Tα1 to penetrate the tumor cells. This study highlighted the important roles of an iRGD sequence in the therapeutic strategy of Tα1-iRGD. Thus, Tα1-iRGD could be a novel drug candidate for cancer treatment.
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Affiliation(s)
- Xingzhen Lao
- Department of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiang Su Province, P.R. China
| | - Meng Liu
- Department of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiang Su Province, P.R. China
| | - Jiao Chen
- Department of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiang Su Province, P.R. China
| | - Heng Zheng
- Department of Life Science and Technology, China Pharmaceutical University, Nanjing, Jiang Su Province, P.R. China
- * E-mail:
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Chen J, Liu Y, Cheng T, Lao X, Gao X, Zheng H, Yao W. A common binding mode that may facilitate the design of novel broad-spectrum inhibitors against metallo-β-lactamases. Med Chem Res 2013. [DOI: 10.1007/s00044-013-0646-9] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Shen B, Yu Y, Chen H, Cao X, Lao X, Fang Y, Shi Y, Chen J, Zheng H. Inhibitor discovery of full-length New Delhi metallo-β-lactamase-1 (NDM-1). PLoS One 2013; 8:e62955. [PMID: 23675445 PMCID: PMC3652859 DOI: 10.1371/journal.pone.0062955] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2012] [Accepted: 03/27/2013] [Indexed: 11/18/2022] Open
Abstract
New Delhi metallo-β-lactmase-1 (NDM-1) has recently attracted extensive attention for its biological activities to catalyze the hydrolysis of almost all of β-lactam antibiotics. To study the catalytic property of NDM-1, the steady-kinetic parameters of NDM-1 toward several kinds of β-lactam antibiotics have been detected. It could effectively hydrolyze most β-lactams (kcat/Km ratios between 0.03 to 1.28 µmol−1.s−1), except aztreonam. We also found that thiophene-carboxylic acid derivatives could inhibit NDM-1 and have shown synergistic antibacterial activity in combination with meropenem. Flexible docking and quantum mechanics (QM) study revealed electrostatic interactions between the sulfur atom of thiophene-carboxylic acid derivatives and the zinc ion of NDM-1, along with hydrogen bond between inhibitor and His189 of NDM-1. The interaction models proposed here can be used in rational design of NDM-1 inhibitors.
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Affiliation(s)
- Bingzheng Shen
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, Jiangsu, China
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
- Department of Pharmacy, Renmin Hospital of Wuhan University, Wuhan, Hubei, China
| | - Yan Yu
- Department of Gastroenterology and Hepatology, Tongji Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, China
| | - Hui Chen
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Xin Cao
- State Key Laboratory of Bio-organic and Natural Products Chemistry, Shanghai Institute of Organic Chemistry, Chinese Academy of Sciences, Shanghai, China
| | - Xingzhen Lao
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Yongliang Fang
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, Jiangsu, China
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Yun Shi
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Jiao Chen
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
| | - Heng Zheng
- State Key Laboratory of Soil and Sustainable Agriculture, Institute of Soil Science, Chinese Academy of Sciences, Nanjing, Jiangsu, China
- Department of Pharmaceutical Bioinformatics, China Pharmaceutical University, Nanjing, Jiangsu, China
- * E-mail:
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Abstract
BACKGROUND AND AIMS Sporophytic self-incompatibility (SI) prevents inbreeding in many members of the Brassicaceae, and has been well documented in a variety of high-profile species. Arabis alpina is currently being developed as a model system for studying the ecological genetics of arctic-alpine environments, and is the focus of numerous studies on population structure and alpine phylogeography. Although it is highly inbreeding throughout most of its range, populations in central Italy have been identified that show inbreeding coefficients (F(IS)) more typical of self-incompatible relatives. The purpose of this study was to establish whether this variation is due to a functioning SI system. METHODS Outcrossing rate estimates were calculated based on 16 allozyme loci and self-compatibility assessed based on controlled pollinations for six Italian populations that have previously been shown to vary in F(IS) values. Putative SRK alleles (the gene controlling the female component of SI in other Brassicaceae) amplified from A. alpina were compared with those published for other species. Linkage of putative SRK alleles and SI phenotypes was assessed using a diallel cross. KEY RESULTS Functional avoidance of inbreeding is demonstrated in three populations of A. alpina, corresponding with previous F(IS) values. The presence is described of 15 putative SRK-like alleles, which show high sequence identity to known alleles from Brassica and Arabidopsis and the high levels of synonymous and nonsynonymous variation typical of genes under balancing selection. Also, orthologues of two other members of the S-receptor kinase gene family, Aly8 (ARK3) and Aly9 (AtS1) are identified. Further to this, co-segregation between some of the putative S-alleles and compatibility phenotypes was demonstrated using a full-sibling cross design. CONCLUSIONS The results strongly suggest that, as with other species in the Brassicaceae, A. alpina has a sporophytic SI system but shows variation in the strength of SI within and between populations.
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Affiliation(s)
- A. Tedder
- Division of Ecology and Evolutionary Biology, University of Glasgow, Glasgow G12 8QQ, UK
| | - S. W. Ansell
- Department of Botany, The Natural History Museum, Cromwell Road, London SW7 5BD, UK
| | - X. Lao
- Nara Institute of Science and Technology, Nara 630-0101, Japan
| | - J. C. Vogel
- Department of Botany, The Natural History Museum, Cromwell Road, London SW7 5BD, UK
| | - B. K. Mable
- Division of Ecology and Evolutionary Biology, University of Glasgow, Glasgow G12 8QQ, UK
- For correspondence. E-mail
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Abstract
CLINICAL CASE A 29-year-old woman presented with a subjective sensation of ocular asymmetry from several months beforehand. Ophthalmological exam showed 3,5 mm right enophthalmos and light hypoglobus. CT (Computerized Tomography) scan showed a collapsed maxillar sinus, and a thinned inferior orbital wall. The diagnosis of silent sinus syndrome was made. An endoscopic maxillary antrostomy with uncinectomy was made with an excellent surgical outcome. DISCUSSION Clinical features of silent sinus syndrome are described, including diagnosis, differential diagnosis and treatment.
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Affiliation(s)
- B F Sánchez-Dalmau
- Institut Clínic d'Oftalmologia, Hospital Clinic i Provincial, Barcelona, España.
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Garcia-Barceló MM, Miao X, Lui VCH, So MT, Ngan ESW, Leon TYY, Lau DKC, Liu TT, Lao X, Guo W, Holden WT, Moore J, Tam PKH. Correlation between genetic variations in Hox clusters and Hirschsprung's disease. Ann Hum Genet 2007; 71:526-36. [PMID: 17274802 DOI: 10.1111/j.1469-1809.2007.00347.x] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/02/2023]
Abstract
Interactions between migrating neural crest cells and the environment of the gut are crucial for the development of the enteric nervous system (ENS). A key signalling mediator is the RET-receptor-tyrosine-kinase which, when defective, causes Hirschprung's disease (HSCR, colon aganglionosis). RET mutations alone cannot account for the variable HSCR phenotype, invoking interactions with as yet unknown, and probably inter-related, loci involved in ENS development. Homeobox (HOX) genes have a major role in gut development as depicted by the enteric Hox code. We investigated whether DNA alterations in HOX genes, either alone or in combination with RET, are implicated in HSCR. Genotyping effort was minimized by applying the HapMap data on Han Chinese from Beijing (CHB). 194 HSCR patients and 168 controls were genotyped using Sequenom technology for 72 tag, single nucleotide polymorphisms (SNPs) distributed along the HOX clusters. The HapMap frequencies were compared to those in our population and standard statistics were used for frequency comparisons. The multifactor-dimensionality-reduction method was used for multilocus analysis, in which RET promoter SNP genotypes were included. Genetic interactions were found between two HOX loci (5'-HOXA13 and 3'UTR-HOXB7) and the RET loci tested. Minor allele frequencies (MAF) of the SNPs tested in our sample were not significantly different from those reported by HapMap when the sample sizes of the populations compared were considered. This is the first evaluation of the HOX genes in HSCR and the first application of HapMap data in a Chinese population. The interacting HOX loci may affect the penetrance of the RET risk allele. HapMap data for the CHB population correlated well with the general Chinese population.
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Affiliation(s)
- M M Garcia-Barceló
- Division of Paediatric Surgery, Department of Surgery, Li Ka Shing Faculty of Medicine of the University of Hong Kong, Hong Kong SAR, China
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Ying A, Abdou M, Morley N, Sketchley T, Woolley R, Burris J, Kaita R, Fogarty P, Huang H, Lao X, Narula M, Smolentsev S, Ulrickson M. Exploratory studies of flowing liquid metal divertor options for fusion-relevant magnetic fields in the MTOR facility. Fusion Engineering and Design 2004. [DOI: 10.1016/j.fusengdes.2004.07.004] [Citation(s) in RCA: 26] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Abstract
PURPOSE To investigate the effect of low doses of 60 kVp X-rays on in vitro transformation frequency. MATERIALS AND METHODS HeLa x skin fibroblast human hybrid cells were used to assay transformation from the non-tumorigenic to the tumorigenic phenotype. Subconfluent cultures of cells were exposed to a range of doses of 60 kVp X-rays and seeded for assay of transformation after 24 h post-irradiation holding. Experiments were repeated at least three times and the data pooled for analysis. Transformation frequencies were compared with those of sham-irradiated controls. RESULTS At doses < 1 cGy, the observed transformation frequencies were significantly less than those seen in unirradiated cells. CONCLUSION Low doses (< 1 cGy) of 60 kVp X-rays protect HeLa x skin fibroblast human hybrid cells against neoplastic transformation in vitro.
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Affiliation(s)
- J L Redpath
- Department of Radiation Oncology, College of Medicine, University of California Irvine, 92697, USA.
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Su MY, Wang Z, Carpenter PM, Lao X, Mühler A, Nalcioglu O. Characterization of N-ethyl-N-nitrosourea-induced malignant and benign breast tumors in rats by using three MR contrast agents. J Magn Reson Imaging 1999; 9:177-86. [PMID: 10077011 DOI: 10.1002/(sici)1522-2586(199902)9:2<177::aid-jmri5>3.0.co;2-8] [Citation(s) in RCA: 51] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022] Open
Abstract
A carcinogen (N-ethyl-N-nitrosourea)-induced animal tumor model was established to grow malignant and benign breast tumors. In each tumor the pharmacokinetic characteristics were measured by using three contrast agents, gadolinium-diethylene-triamine-pentaacetic acid (Gd-DTPA; <1 kD), Gadomer-17 (35 kD), and albumin-Gd-DTPA (70-90 kD). Infiltrating ductal carcinomas (IDC) with low, medium, and high Scarf-Bloom-Richardson grades and fibroadenomas (FA) were analyzed. We found that Gd-DTPA could differentiate between FA and malignant tumors, but not between malignant tumors of low and high grades. In contrast, the intermediate size agent Gadomer-17 could differentiate between high-grade and low-grade IDC, but not between low-grade IDC and FA due to their similar enhancement patterns (despite their different origins). The largest agent, albumin-Gd-DTPA, was capable of differentiating both, but the low contrast-to-noise ratio was its major technical concern. The results in this breast tumor model suggest that macromolecular agents provide useful information for differential diagnosis among IDCs of various grades, but they do not provide superior information than Gd-DTPA for differential diagnosis between IDC and FA.
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Affiliation(s)
- M Y Su
- Health Sciences Research Imaging Center, University of California, Irvine 92697, USA
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Perelló E, Esteller E, Colls A, Magriñá C, Massegur H, Lluansí J, Casamitjana JF, Lao X, Roca-Ribas F, Miró N, Prades J, Herrero E, Molá O, Torres J, Márquez M, Ortiz JA. [Efficacy and safety of dotarizine vs. cinnarizine in the symptomatic treatment of acute balance disorders (common vertigo)]. An Otorrinolaringol Ibero Am 1998; 25:291-310. [PMID: 9658668] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 02/08/2023]
Abstract
One hundred and ten adult patients suffering from peripheral vertigo were treated in a multifactorial double-blind randomized clinical trial with dotarizine (50 mg b.i.d.) or cinnarizine (75 mg b.i.d.). There was a 60 days clinical follow-up. Results showed that dotarizine was significantly active against the vertigo attacks and its associated symptoms (mainly neurovegetative). The global superiority of dotarizine was confirmed by statistically significant differences between treatments in the improvement of the severity of vertigo, hearing loss in audiometries, global relief of symptoms, disability produced by crises and global assessment by the investigators themselves. No clinically significant unwanted effects were seen in either group on blood pressure, heart rate or analytical parameters. No serious adverse effects to dotarizine were reported. This study confirms the value of dotarizine in the treatment of peripheral vertigo.
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Affiliation(s)
- E Perelló
- Servicio de O.R.L., Hospital Universitario Germans Trias i Pujol, Badalona, Barcelona
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Su MY, Mühler A, Lao X, Nalcioglu O. Tumor characterization with dynamic contrast-enhanced MRI using MR contrast agents of various molecular weights. Magn Reson Med 1998; 39:259-69. [PMID: 9469709 DOI: 10.1002/mrm.1910390213] [Citation(s) in RCA: 115] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Dynamic contrast-enhanced MR imaging was used to measure the kinetics of enhancement in three different animal tumor models (Walker 256, R3230 AC, MCF7) using three different Gd complexes (Gd-DTPA, Gd-DTPA-24-cascade-polymer 30 kD, and polylysine-Gd-DTPA 50 kD). The three tumor models varied in growth rate, with the most rapid growth demonstrated by Walker 256 cells and the slowest growth occurring in the MCF7 cells. For each tumor, the kinetics of enhancement using polylysine-Gd-DTPA was analyzed using a pharmacokinetic model to estimate the vascular volume of the tumor. The rate of entry of the contrast agent into the interstitial space served as the measure of vascular permeability. The smallest molecular-weight agent, Gd-DTPA, could not provide information about vascular permeability. The intermediate and the largest agents both demonstrated that the faster-growing Walker 256 tumor had greater vascular permeability than did the slower-growing R3230 AC tumor. The degree of vascular permeability in the MCF7 tumor could not be assessed fairly due to insufficient statistics. The current study provides evidence supporting the hypothesis that more rapidly growing tumors have higher vascular permeability than do tumors that grow more slowly.
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Affiliation(s)
- M Y Su
- Department of Radiological Sciences, University of California, Irvine 92697-5020, USA
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Su MY, Wang Z, Roth GM, Lao X, Samoszuk MK, Nalcioglu O. Pharmacokinetic changes induced by vasomodulators in kidneys, livers, muscles, and implanted tumors in rats as measured by dynamic Gd-DTPA-enhanced MRI. Magn Reson Med 1996; 36:868-77. [PMID: 8946352 DOI: 10.1002/mrm.1910360609] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
The effects of three physiologically different vasomodulators, angiotensin II (a vasoconstrictor), hydralazine (a vasodilator), and histamine (a permeability modulator), on the pharmaco-kinetics of entry of small molecules (measured by Gd-DTPA concentration) into normal and abnormal tissue were studied in rats implanted with R3230 AC tumors. Sequential dynamic Gd-DTPA-enhanced MRI studies, one before and one after vasomodulator administration, were performed, and the signal intensities of various tissues analyzed. Angiotensin II (6 micrograms/kg) reduced blood flow in tumors, but increased it in muscles. Hydralazine (5 mg/kg) reduced blood flow in tumors, kidneys, and livers, and slowed Gd-DTPA clearance from tumors, livers, and muscles. Histamine (25 micrograms/kg) increased renal blood flow, hastening Gd-DTPA clearance causing reduced measurable blood flow in tumors and muscles. By simultaneously monitoring the effects in various tissues, the pharmacokinetic effect of each drug in the entire body could be obtained.
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Affiliation(s)
- M Y Su
- Department of Radiological Sciences, University of California, Irvine 92714, USA
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Kahol PK, Lao X, Williams ME, Dalal NS. Electron-spin-resonance line-shape studies of the AsO44- center in RbH2AsO4 and RbD2AsO4. Phys Rev B Condens Matter 1994; 49:9176-9179. [PMID: 10009700 DOI: 10.1103/physrevb.49.9176] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 04/12/2023]
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Lao X. [Pre and post operative care of separation of ischio pagus tripus conjointed twins]. Zhonghua Hu Li Za Zhi 1990; 25:581-4. [PMID: 2276216] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
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