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Host cell protein quantification workflow using optimized standards combined with data-independent acquisition mass spectrometry
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作者 Steve Hessmann Cyrille Chery +2 位作者 Anne-Sophie Sikora Annick Gervais Christine Carapito 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2023年第5期494-502,共9页
Monitoring of host cell proteins(HCPs)during the manufacturing of monoclonal antibodies(mAb)has become a critical requirement to provide effective and safe drug products.Enzyme-linked immunosorbent assays are still th... Monitoring of host cell proteins(HCPs)during the manufacturing of monoclonal antibodies(mAb)has become a critical requirement to provide effective and safe drug products.Enzyme-linked immunosorbent assays are still the gold standard methods for the quantification of protein impurities.However,this technique has several limitations and does,among others,not enable the precise identification of proteins.In this context,mass spectrometry(MS)became an alternative and orthogonal method that delivers qualitative and quantitative information on all identified HCPs.However,in order to be routinely implemented in biopharmaceutical companies,liquid chromatography-MS based methods still need to be standardized to provide highest sensitivity and robust and accurate quantification.Here,we present a promising MS-based analytical workflow coupling the use of an innovative quantification standard,the HCP Profiler solution,with a spectral library-based data-independent acquisition(DIA)method and strict data validation criteria.The performances of the HCP Profiler solution were compared to more conventional standard protein spikes and the DIA approach was benchmarked against a classical datadependent acquisition on a series of samples produced at various stages of the manufacturing process.While we also explored spectral library-free DIA interpretation,the spectral library-based approach still showed highest accuracy and reproducibility(coefficients of variation<10%)with a sensitivity down to the sub-ng/mg mAb level.Thus,this workflow is today mature to be used as a robust and straightforward method to support mAb manufacturing process developments and drug products quality control. 展开更多
关键词 Host cell proteins Absolute quantification standards data-independent acquisition
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Detection and quantitation of host cell proteins in monoclonal antibody drug products using automated sample preparation and data-independent acquisition LC-MS/MS 被引量:1
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作者 Lisa Strasser Giorgio Oliviero +6 位作者 Craig Jakes Izabela Zaborowska Patrick Floris Meire Ribeiro da Silva Florian Füssl Sara Carillo Jonathan Bones 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2021年第6期726-731,共6页
Ensuring the removal of host cell proteins(HCPs) during downstream processing of recombinant proteins such as monoclonal antibodies(m Abs) remains a challenge.Since residual HCPs might affect product stability or safe... Ensuring the removal of host cell proteins(HCPs) during downstream processing of recombinant proteins such as monoclonal antibodies(m Abs) remains a challenge.Since residual HCPs might affect product stability or safety,constant monitoring is required to demonstrate their removal to be below the regulatory accepted level of 100 ng/mg.The current standard analytical approach for this procedure is based on ELISA;however,this approach only measures the overall HCP content.Therefore,the use of orthogonal methods,such as liquid chromatography-mass spectrometry(LC-MS),has been established,as it facilitates the quantitation of total HCPs as well as the identification and quantitation of the individual HCPs present.In the present study,a workflow for HCP detection and quantitation using an automated magnetic bead-based sample preparation,in combination with a data-independent acquisition(DIA) LC-MS analysis,was established.Employing the same instrumental setup commonly used for peptide mapping analysis of m Abs allows for its quick and easy implementation into pre-existing workflows,avoiding the need for dedicated instrumentation or personnel.Thereby,quantitation of HCPs over a broad dynamic range was enabled to allow monitoring of problematic HCPs or to track changes upon altered bioprocessing conditions. 展开更多
关键词 data-independent acquisition Host cell proteins Critical quality attributes Liquid chromatography-mass spectrometry Monoclonal antibody Chinese hamster ovary cells
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Proteo-transcriptomic profiles reveal key regulatory pathways and functions of LDHA in the ovulation of domestic chickens(Gallus gallus)
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作者 Ruixue Nie Wenhui Zhang +5 位作者 Haoyu Tian Junying Li Yao Ling Bo Zhang Hao Zhang Changxin Wu 《Journal of Animal Science and Biotechnology》 SCIE CAS CSCD 2024年第4期1449-1465,共17页
Background In poultry, the smooth transition of follicles from the preovulatory-to-postovulatory phase impacts egg production in hens and can benefit the poultry industry. However, the regulatory mechanism underlying ... Background In poultry, the smooth transition of follicles from the preovulatory-to-postovulatory phase impacts egg production in hens and can benefit the poultry industry. However, the regulatory mechanism underlying follicular ovulation in avians is a complex biological process that remains unclear.Results Critical biochemical events involved in ovulation in domestic chickens(Gallus gallus) were evaluated by transcriptomics, proteomics, and in vitro assays. Comparative transcriptome analyses of the largest preovulatory follicle(F1) and postovulatory follicle(POF1) in continuous laying(CL) and intermittent laying(IL) chickens indicated the greatest difference between CL_F1 and IL_F1, with 950 differentially expressed genes(DEGs), and the smallest difference between CL_POF1 and IL_POF1, with 14 DEGs. Additionally, data-independent acquisition proteomics revealed 252 differentially abundant proteins between CL_F1 and IL_F1. Perivitelline membrane synthesis, steroid biosynthesis, lysosomes, and oxidative phosphorylation were identified as pivotal pathways contributing to ovulation regulation. In particular, the regulation of zona pellucida sperm-binding protein 3, plasminogen activator, cathepsin A, and lactate dehydrogenase A(LDHA) was shown to be essential for ovulation. Furthermore, the inhibition of LDHA decreased cell viability and promoted apoptosis of ovarian follicles in vitro.Conclusions This study reveals several important biochemical events involved in the process of ovulation, as well as crucial role of LDHA. These findings improve our understanding of ovulation and its regulatory mechanisms in avian species. 展开更多
关键词 CHICKEN data-independent acquisition proteomics LDHA OVULATION Regulatory mechanism TRANSCRIPTOME
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Changes in milk fat globule membrane proteins along lactation stage of Laoshan dairy goat
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作者 Chuozi Liang Zhongna Yu +8 位作者 Guangming Zhu Yixuan Li Xueheng Sun Hongning Jiang Qijing Du Rongbo Fan Jun Wang Yongxin Yang Rongwei Han 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2024年第5期1737-1748,共12页
The milk fat globule membrane(MFGM)is a complex structure with numerous functions,and its composition is affected by many factors.There have been few systematic investigations on goat MFGM proteome profiling during la... The milk fat globule membrane(MFGM)is a complex structure with numerous functions,and its composition is affected by many factors.There have been few systematic investigations on goat MFGM proteome profiling during lactation.Individual milk samples from 15 healthy dairy goats were obtained at six lactation time points for investigation of the MFGM proteome using both data-independent acquisition(DIA)and data-dependent acquisition(DDA)proteomics techniques combined with multivariate statistical analysis.Using the DIA method,890 variably abundant MFGM proteins were discovered throughout the lactation cycle.From 1 to 240 d,butyrophilin subfamily 1 member A1,lipoprotein lipase,perilipin-2,and adipose triglyceride lipase were upregulated,while APOE,complement C3,clusterin,and IgG were downregulated.Furthermore,from 1 to 90 d,annexin A1,annexin A2,and antithrombin-ll were downregulated,then upregulated by d 240.Albumin had a high degree of connectedness,indicating that it was a key protein,according to protein-protein interaction research.Overall,our findings gave new insights into the biological features of MFGM protein in goat milk throughout lactation,which may aid in the creation of specialized MFGM products and infant formula. 展开更多
关键词 GOAT milk fat globule membrane protein data-independent acquisition(DIA) data-dependent acquisition(DDA) LACTATION PROTEOMICS
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DIA-based proteome profiling with PRM verification reveals the involvement of ER-associated protein processing in pollen abortion in Ogura CMS cabbage
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作者 Peiwen Wang Lin Zhu +5 位作者 Ziheng Li Mozhen Cheng Xiuling Chen Aoxue Wang Chao Wang Xiaoxuan Zhang 《Horticultural Plant Journal》 SCIE CAS CSCD 2024年第3期755-770,共16页
Ogura cytoplasmic male sterility(Ogura CMS)is extensively applied in hybrid seed production in cruciferous crops.However,the posttranscriptional molecular basis of Ogura CMS in cruciferous crops remains elusive.Here,a... Ogura cytoplasmic male sterility(Ogura CMS)is extensively applied in hybrid seed production in cruciferous crops.However,the posttranscriptional molecular basis of Ogura CMS in cruciferous crops remains elusive.Here,a data-independent acquisition-based proteomic approach coupled with a parallel reaction monitoring-based targeted proteomic assay was used to analyze the proteome dynamics of Ogura CMS cabbage line RM and its maintainer line RF during floral bud development to obtain insights into the mechanism underlying Ogura CMS in cruciferous crops.A total of 9162 proteins corresponding to 61464 peptides were identified in RM and RF floral buds.The proteomic fluctuation of RM was weaker than that of RF.Differences in protein expression between RM and RF gradually enlarged with floral bud development.Fifteen continually up-regulated and eight continually down-regulated proteins were found in RM relative to RF throughout floral bud development.Differentially expressed proteins between RM and RF during floral bud development were implicated in the endoplasmic reticulum(ER)-associated protein processing pathway,in which most of them exhibited down-regulated expression in RM.These data suggest that ER-associated protein processing may be involved in pollen abortion in Ogura CMS cabbage by inhibiting the expression of critical factors.Our findings not only deepen the understanding of the molecular mechanisms of Ogura CMS in cruciferous crops but also provide better guidance for applying Ogura CMS in the hybrid breeding of cruciferous crops. 展开更多
关键词 Ogura cytoplasmic male sterility(Ogura CMS) CABBAGE data-independent acquisition(DIA) Parallel reaction monitoring(PRM) Pollen development
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Proteomics-based identification of proteins in tumor-derived exosomes as candidate biomarkers for colorectal cancer 被引量:1
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作者 Ge-Yu-Jia Zhou Dong-Yan Zhao +3 位作者 Teng-Fei Yin Qian-Qian Wang Yuan-Chen Zhou Shu-Kun Yao 《World Journal of Gastrointestinal Oncology》 SCIE 2023年第7期1227-1240,共14页
BACKGROUND Colorectal cancer(CRC)is the second leading cause of cancer-related death,with high morbidity worldwide.There is an urgent need to find reliable diagnostic biomarkers of CRC and explore the underlying molec... BACKGROUND Colorectal cancer(CRC)is the second leading cause of cancer-related death,with high morbidity worldwide.There is an urgent need to find reliable diagnostic biomarkers of CRC and explore the underlying molecular mechanisms.Exosomes are involved in intercellular communication and participate in multiple pathological processes,serving as an important part of the tumor microenvironment.AIM To investigate the proteomic characteristics of CRC tumor-derived exosomes and to identify candidate exosomal protein markers for CRC.METHODS In this study,10 patients over 50 years old who were diagnosed with moderately differentiated adenocarcinoma were recruited.We paired CRC tissues and adjacent normal intestinal tissues(>5 cm)to form the experimental and control groups.Purified exosomes were extracted separately from each tissue sample.Data-independent acquisition mass spectrometry was implemented in 8 matched samples of exosomes to explore the proteomic expression profiles,and differentially expressed proteins(DEPs)were screened by bioinformatics analysis.Promising exosomal proteins were verified using parallel reaction monitoring(PRM)analysis in 10 matched exosome samples.RESULTS A total of 1393 proteins were identified in the CRC tissue group,1304 proteins were identified in the adjacent tissue group,and 283 proteins were significantly differentially expressed between them.Enrichment analysis revealed that DEPs were involved in multiple biological processes related to cytoskeleton construction,cell movement and migration,immune response,tumor growth and telomere metabolism,as well as ECM-receptor interaction,focal adhesion and mTOR signaling pathways.Six differentially expressed exosomal proteins(NHP2,OLFM4,TOP1,SAMP,TAGL and TRIM28)were validated by PRM analysis and evaluated by receiver operating characteristic curve(ROC)analysis.The area under the ROC curve was 0.93,0.96,0.97,0.78,0.75,and 0.88(P<0.05)for NHP2,OLFM4,TOP1,SAMP,TAGL,and TRIM28,respectively,indicating their good ability to distinguish CRC tissues from adjacent intestinal tissues.CONCLUSION In our study,comprehensive proteomic profiles were obtained for CRC tissue exosomes.Six exosomal proteins,NHP2,OLFM4,TOP1,SAMP,TAGL and TRIM28,may be promising diagnostic markers and effective therapeutic targets for CRC,but further experimental investigation is needed. 展开更多
关键词 EXOSOMES Colorectal cancer data-independent acquisition Parallel reaction monitoring BIOMARKER
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Physiological and Proteomic Analyses Reveal Effects of Putrescine-Alleviated Aluminum Toxicity in Rice Roots 被引量:2
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作者 ZHU Chunquan HU Wenjun +7 位作者 CAO Xiaochuang ZHU Lianfeng KONG Yali JIN Qianyu SHEN Guoxin WANG Weipeng ZHANG Hui ZHANG Junhua 《Rice science》 SCIE CSCD 2021年第6期579-593,I0040-I0048,共24页
The effects of putrescine on improving rice growth under aluminum(Al)toxicity conditions have been previously demonstrated,however,the underlying mechanism remains unclear.In this study,treatment with 50 pmol/L Al sig... The effects of putrescine on improving rice growth under aluminum(Al)toxicity conditions have been previously demonstrated,however,the underlying mechanism remains unclear.In this study,treatment with 50 pmol/L Al significantly decreased rice root growth and whole rice dry weight,inhibited Ca2+uptake,decreased ATP syn thesis,and in creased Al,H2O2 and malon dialdehyde(MDA)con tents,whereas the application of putrescine mitigated these negative effects.Putrescine increased root growth and total dry weight of rice,reduced total Al content,decreased H2O2 and MDA contents by increasing antioxidant enzyme(superoxide dismutase,peroxidase,catalase and glutathione S・transferase)activities,increased Ca2+uptake and energy product!oru Proteomic analyses using data-independent acquisition successfully identified 7934 proteins,and 59 representative proteins exhibiting fold-change values higher than 1.5 were randomly selected.From the results of the proteomic and biochemical analyses,we found that putrescine significantly inhibited ethylene biosynthesis and phosphorus uptake in rice roots,increased pectin methylation,decreased pectin content and apoplastic Al deposit!on in rice roots.Putrescine also alleviated Al toxicity by repairing damaged DNA and increasing the proteins involved in maintaining plasma membra ne integrity and normal cell proliferation.These fin dings improve our understanding of how putrescine affects the rice response to Al toxicity,which will facilitate further studies on environmental protection,crop safety,in novations in rice performance and real-world producti on. 展开更多
关键词 aluminum toxicity antioxidant enzyme data-independent analysis PUTRESCINE PROTEOMICS rice
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Caenorhabditis elegans deep lipidome profiling by using integrative mass spectrometry acquisitions reveals significantly altered lipid networks
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作者 Nguyen Hoang Anh Young Cheol Yoon +8 位作者 Young Jin Min Nguyen Phuoc Long Cheol Woon Jung Sun Jo Kim Suk Won Kim Eun Goo Lee Daijie Wang Xiao Wang Sung Won Kwon 《Journal of Pharmaceutical Analysis》 SCIE CAS CSCD 2022年第5期743-754,共12页
Lipidomics coverage improvement is essential for functional lipid and pathway construction.A powerful approach to discovering organism lipidome is to combine various data acquisitions,such as full scan mass spectromet... Lipidomics coverage improvement is essential for functional lipid and pathway construction.A powerful approach to discovering organism lipidome is to combine various data acquisitions,such as full scan mass spectrometry(full MS),data-dependent acquisition(DDA),and data-independent acquisition(DIA).Caenorhabditis elegans(C.elegans)is a useful model for discovering toxic-induced metabolism,highthroughput drug screening,and a variety of human disease pathways.To determine the lipidome of C.elegans and investigate lipid disruption from the molecular level to the system biology level,we used integrative data acquisition.The methyl-tert-butyl ether method was used to extract L4 stage C.elegans after exposure to triclosan(TCS),perfluorooctanoic acid,and nanopolystyrene(nPS).Full MS,DDA,and DIA integrations were performed to comprehensively profile the C.elegans lipidome by Q-Exactive Plus MS.All annotated lipids were then analyzed using lipid ontology and pathway analysis.We annotated up to 940 lipids from 20 lipid classes involved in various functions and pathways.The biological investigations revealed that when C.elegans were exposed to nPS,lipid droplets were disrupted,whereas plasma membrane-functionalized lipids were likely to be changed in the TCS treatment group.The nPS treatment caused a significant disruption in lipid storage.Triacylglycerol,glycerophospholipid,and ether class lipids were those primarily hindered by toxicants.Finally,toxicant exposure frequently involved numerous lipid-related pathways,including the phosphoinositide 3-kinase/protein kinase B pathway.In conclusion,an integrative data acquisition strategy was used to characterize the C.elegans lipidome,providing valuable biological insights into hypothesis generation and validation. 展开更多
关键词 Caenorhabditis elegans LIPIDOMICS Data-dependent acquisition data-independent acquisition
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A Bird’s Eye View of Quantitative Proteome of Tumor Tissues from Lung Cancer Patients by a High Precision Mass Spectrometry Method
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作者 DU Xiaohui LI Encheng +1 位作者 WANG Qi YOU Xin 《Chemical Research in Chinese Universities》 SCIE CAS CSCD 2024年第1期136-144,共9页
Lung cancer produces a high incidence of malignant tumors.There have been many studies on lung cancer using mass spectrometry(MS)technologies.However,most studies have focused on humoral samples.In this work,26 pairs ... Lung cancer produces a high incidence of malignant tumors.There have been many studies on lung cancer using mass spectrometry(MS)technologies.However,most studies have focused on humoral samples.In this work,26 pairs of tissue samples(tumor vs.para-tumor)from patients with lung cancer were analyzed using liquid chromatography-tandem MS(LC-MS/MS)with data-independent acquisition mode.In total,3152 proteins were quantified from tissue samples with high confidence,including 189 up-regulated and 522 down-regulated proteins(tumor vs.para-tumor).In addition,79 and 690 proteins were identified only in para-cancerous samples and cancerous samples,respectively.The results from bio-informatics tools indicated that altered proteins like PEBP1,HRG and LYZ could be ideal reservoirs for screening the potential biomarkers for lung cancer.It is believed these tissue-specific proteomics results will assist in the studies of lung cancer. 展开更多
关键词 Lung cancer PROTEOME data-independent aquisition
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基于数据独立采集的磷酸化蛋白质组学全面揭示I型酪蛋白激酶在植物发育中的作用 被引量:1
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作者 渠莉 刘默洋 +2 位作者 郑玲丽 王旭 薛红卫 《Science Bulletin》 SCIE EI CAS CSCD 2023年第18期2077-2093,M0004,共18页
I型酪蛋白激酶(CKI)是一类真核生物中高度保守的丝氨酸/苏氨酸蛋白激酶,通过介导底物的磷酸化调节生长发育和信号转导:拟南芥蛋白AELs,是植物特异的CK1,具有多种功能,但其内源底物的准确识别和验证极大地限制了对CK1生理功能的系统阐明... I型酪蛋白激酶(CKI)是一类真核生物中高度保守的丝氨酸/苏氨酸蛋白激酶,通过介导底物的磷酸化调节生长发育和信号转导:拟南芥蛋白AELs,是植物特异的CK1,具有多种功能,但其内源底物的准确识别和验证极大地限制了对CK1生理功能的系统阐明.本研究通过数据独立采集模式(DIA)开展的磷酸化蛋白质组学研究系统揭示了CKI的内源底物:从AELs过表达及多种突变体的幼苗中提取蛋白并进行质谱检测,与野生型比较分析获取了3985个在AELs过表达材料中丰度高于野生型(Col-0)以及在缺失突变体中丰度低于Col-0的磷酸化肽段(AEL依赖的磷酸化肽段).对应获得1032个磷酸化蛋白。进一步从磷酸化肽段中富集了8个底物识别基序并对其中4个新基序进行了实验验证,用于预测CK1的潜在候选底物,基于富集到的一个参与生殖发育的锌指转录因子,C3H17,我们通过生化和遗传分析进行了底物验证和功能鉴定,证明AEL通过介导C3H17磷酸化以增强蛋白稳定性和转录活性进而调控拟南芥的胚胎发育,基于CK1在真核生物中的高度保守性,进一步利用CK1的底物识别基序搜索了水稻、小鼠和人类的蛋白数据库,获得了远超已知数目的众多候选底物,极大地扩展了对CK1在动植物中发挥的共同和独特功能的理解,为跨物种全面揭示CK1的保守功能提供了重要线索. 展开更多
关键词 Casein kinase 1(CK1) Arabidopsis EL1-like(AEL) data-independent acquisition(DIA) PHOSPHOPROTEOMICS C3H17 Embryo development
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DPHL:A DIA Pan-human Protein Mass Spectrometry Library for Robust Biomarker Discovery 被引量:5
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作者 Tiansheng Zhu Yi Zhu +73 位作者 Yue Xuan Huanhuan Gao Xue Cai Sander R.Piersma Thang V.Pham Tim Schelfhorst Richard R.G.D.Haas Irene V.Bijnsdorp Rui Sun Liang Yue Guan Ruan Qiushi Zhang Mo Hu Yue Zhou Winan J.Van Houdt Tessa Y.S.Le Large Jacqueline Cloos Anna Wojtuszkiewicz Danijela Koppers-Lalic Franziska Bottger Chantal Scheepbouwer Ruud H.Brakenhoff Geert J.L.H.van Leenders Jan N.M.Ijzermans John W.M.Martens Renske D.M.Steenbergen Nicole C.Grieken Sathiyamoorthy Selvarajan Sangeeta Mantoo Sze S.Lee Serene J.Y.Yeow Syed M.F.Alkaff Nan Xiang Yaoting Sun Xiao Yi Shaozheng Dai Wei Liu Tian Lu Zhicheng Wu Xiao Liang Man Wang Yingkuan Shao Xi Zheng Kailun Xu Qin Yang Yifan Meng Cong Lu Jiang Zhu Jin'e Zheng Bo Wang Sai Lou Yibei Dai Chao Xu Chenhuan Yu Huazhong Ying Tony K.Lim Jianmin Wu Xiaofei Gao Zhongzhi Luan Xiaodong Teng Peng Wu Shi'ang Huang Zhihua Tao Narayanan G.Iyer Shuigeng Zhou Wenguang Shao Henry Lam Ding Ma Jiafu Ji Oi L.Kon Shu Zheng Ruedi Aebersold Connie R.Jimenez Tiannan Guo 《Genomics, Proteomics & Bioinformatics》 SCIE CAS CSCD 2020年第2期104-119,共16页
To address the increasing need for detecting and validating protein biomarkers in clinical specimens,mass spectrometry(MS)-based targeted proteomic techniques,including the selected reaction monitoring(SRM),parallel r... To address the increasing need for detecting and validating protein biomarkers in clinical specimens,mass spectrometry(MS)-based targeted proteomic techniques,including the selected reaction monitoring(SRM),parallel reaction monitoring(PRM),and massively parallel dataindependent acquisition(DIA),have been developed.For optimal performance,they require the fragment ion spectra of targeted peptides as prior knowledge.In this report,we describe a MS pipeline and spectral resource to support targeted proteomics studies for human tissue samples.To build the spectral resource,we integrated common open-source MS computational tools to assemble a freely accessible computational workflow based on Docker.We then applied the workflow to generate DPHL,a comprehensive DIA pan-human library,from 1096 data-dependent acquisition(DDA)MS raw files for 16 types of cancer samples.This extensive spectral resource was then applied to a proteomic study of 17 prostate cancer(PCa)patients.Thereafter,PRM validation was applied to a larger study of 57 PCa patients and the differential expression of three proteins in prostate tumor was validated.As a second application,the DPHL spectral resource was applied to a study consisting of plasma samples from 19 diffuse large B cell lymphoma(DLBCL)patients and 18 healthy control subjects.Differentially expressed proteins between DLBCL patients and healthy control subjects were detected by DIA-MS and confirmed by PRM.These data demonstrate that the DPHL supports DIA and PRM MS pipelines for robust protein biomarker discovery.DPHL is freely accessible at https://www.iprox.org/page/project.html?id=IPX0001400000. 展开更多
关键词 data-independent acquisition Parallel reaction monitoring Spectral library Prostate cancer Diffuse large B cell lymphoma
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