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Xue A, Kong L, Li J, Jiao Y, Hu Z, Fu B, Wang G, Zhang W, Li J, Qin W. Comprehensive host cell proteins profiling in biopharmaceuticals by a sensitivity enhanced mass spectrometry strategy using TMT-labeling and signal boosting. Anal Chim Acta 2025; 1335:343445. [PMID: 39643300 DOI: 10.1016/j.aca.2024.343445] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Revised: 10/14/2024] [Accepted: 11/18/2024] [Indexed: 12/09/2024]
Abstract
BACKGROUND Host Cell Proteins (HCPs) are impurities expressed in host cells during the biopharmaceutical production process, whichmay compromise product quality and potentially leading to immunogenic reactions or other adverse effects. Mass spectrometry (MS)-based strategy is more and more considered as a promising method for HCPs analysis, since it is capable of simultaneously quantifying thousands of proteins in a single test. However, considering the large excess biopharmaceutical product protein present in the system and the extremely low abundance of HCPs, sensitive MS methods are urgently needed in HCPs analysis. RESULTS In this work, we introduced a novel approach that leveraged host cell lysate as a boosting channel to enhance the MS signal of the residue HCPs in biopharmaceutical products using isobaric TMT labeling, thereby elevating the low-abundant HCPs to detectable and quantifiable levels of current MS without using enrichment or depletion method to avoid disturbance of the original concentration of the HCPs. Our method surpassed previous benchmarks by identifying a significantly higher number (23844 unique peptides for 3475 proteins) compared to existing records (4541 unique peptides for 848 proteins) for HCPs analysis in RM8671 NIST monoclonal antibody (mAb), demonstrating unparalleled sensitivity and robustness. Furthermore, our workflow successfully identified 44 of 48 UPS1 proteins across a concentration range of 0.32-4.15 ppm in monoclonal antibodies (mAbs), proving its effectiveness for in-depth HCPs analysis in biopharmaceuticals. SIGNIFICANCE Present even at sub-ppm levels, HCPs may compromise the stability and safety of product proteins and alter pharmacokinetics or neutralization of therapeutic effects. Our MS signal enhancing method presented an advancement in HCP analysis, combining improved sensitivity and increased scale of HCPs with a streamlined and robust workflow. This method allowed HCPs quantification at <1 ppm level without disturbance of the original HCPs concentration, which is still rare in the field.
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Affiliation(s)
- Andong Xue
- Hebei University, Baoding, 071002, China
| | - Linlin Kong
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Jialin Li
- Hebei University, Baoding, 071002, China
| | - Yuxin Jiao
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | - Zhishang Hu
- National Institute of Metrology, Beijing, 100029, China
| | - Bin Fu
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
| | - Guibin Wang
- State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
| | - Wanjun Zhang
- Hebei University, Baoding, 071002, China; State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China
| | | | - Weijie Qin
- Hebei University, Baoding, 071002, China; State Key Laboratory of Medical Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences (Beijing), Beijing Institute of Lifeomics, Beijing, 102206, China.
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Xie G, Zhu L, Liu S, Li C, Diao X, Zhang Y, Su X, Song Y, Cao G, Zhong L, Wang P, Liu X, Mok BWY, Zhang S, Jin DY, Zhou J, Chen H, Cai Z. Multi-omics analysis of attenuated variant reveals potential evaluation marker of host damaging for SARS-CoV-2 variants. SCIENCE CHINA. LIFE SCIENCES 2024; 67:83-95. [PMID: 37721637 DOI: 10.1007/s11427-022-2379-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Accepted: 05/30/2023] [Indexed: 09/19/2023]
Abstract
SARS-CoV-2 continues to threaten human society by generating novel variants via mutation and recombination. The high number of mutations that appeared in emerging variants not only enhanced their immune-escaping ability but also made it difficult to predict the pathogenicity and virulence based on viral nucleotide sequences. Molecular markers for evaluating the pathogenicity of new variants are therefore needed. By comparing host responses to wild-type and variants with attenuated pathogenicity at proteome and metabolome levels, six key molecules on the polyamine biosynthesis pathway including putrescine, SAM, dc-SAM, ODC1, SAMS, and SAMDC were found to be differentially upregulated and associated with pathogenicity of variants. To validate our discovery, human airway organoids were subsequently used which recapitulates SARS-CoV-2 replication in the airway epithelial cells of COVID-19 patients. Using ODC1 as a proof-of-concept, differential activation of polyamine biosynthesis was found to be modulated by the renin-angiotensin system (RAS) and positively associated with ACE2 activity. Further experiments demonstrated that ODC1 expression could be differentially activated upon a panel of SARS-CoV-2 variants of concern (VOCs) and was found to be correlated with each VOCs' pathogenic properties. Particularly, the presented study revealed the discriminative ability of key molecules on polyamine biosynthesis as a predictive marker for virulence evaluation and assessment of SARS-CoV-2 variants in cell or organoid models. Our work, therefore, presented a practical strategy that could be potentially applied as an evaluation tool for the pathogenicity of current and emerging SARS-CoV-2 variants.
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Affiliation(s)
- Guangshan Xie
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Lin Zhu
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China.
- HKBU Shenzhen Institute of Research and Continuing Education, Shenzhen, 518000, China.
| | - Siwen Liu
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Cun Li
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Xin Diao
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Yanhao Zhang
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Xiuli Su
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Yuanyuan Song
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Guodong Cao
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Li Zhong
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China
| | - Pui Wang
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Xiaojuan Liu
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Bobo Wing-Yee Mok
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Shusheng Zhang
- College of Chemistry, Zhengzhou University, Zhengzhou, 450001, China
| | - Dong-Yan Jin
- School of Biomedical Sciences, The University of Hong Kong, Hong Kong SAR, China
| | - Jie Zhou
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Honglin Chen
- State Key Laboratory for Emerging Infectious Diseases, and Department of Microbiology, Li Ka Shing Faculty of Medicine, The University of Hong Kong, Hong Kong SAR, China
| | - Zongwei Cai
- State Key Laboratory of Environmental and Biological Analysis, Hong Kong Baptist University, Hong Kong SAR, China.
- HKBU Shenzhen Institute of Research and Continuing Education, Shenzhen, 518000, China.
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Liu Y, Li J. Self-assembling nanoarchitectonics of size-controllable celastrol nanoparticles for efficient cancer chemotherapy with reduced systemic toxicity. J Colloid Interface Sci 2023; 636:216-222. [PMID: 36634391 DOI: 10.1016/j.jcis.2022.12.162] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Revised: 12/28/2022] [Accepted: 12/29/2022] [Indexed: 01/02/2023]
Abstract
Celastrol, extracted from Tripterygium wilfordii Hook F, is one of the most promising natural extract for cancer treatment. Nevertheless, insufficient tumor retention and severe systemic toxicity still hinder its application. Herein, we report for the first time that Celastrol can directly self-assemble into size-controllable nanoparticles through the anti-solvent method by using different good solvent or by the variation of Celastrol concentrations. In vitro anti-cancer experiment revealed that the as-prepared nanoparticles can kill MCF-7 cells more effectively. Moreover, the nanoparticles can efficiently accumulate in tumors of the tumor bearing mice after tail vein injection. Under the administration of lethal dosage of Celastrol, the tumors are greatly suppressed and the mice maintain the activity. These results demonstrate that anti-solvent method may be a promising strategy to fabricate Celastrol nano-drugs with controllable size and less systemic toxicity for further clinical cancer treatment.
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Affiliation(s)
- Yilin Liu
- Beijing National Laboratory for Molecular Sciences (BNLMS), CAS Key Lab of Colloid, Interface and Chemical Thermodynamics, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China; University of Chinese Academy of Sciences, Beijing 100049, China
| | - Junbai Li
- Beijing National Laboratory for Molecular Sciences (BNLMS), CAS Key Lab of Colloid, Interface and Chemical Thermodynamics, Institute of Chemistry, Chinese Academy of Sciences, Beijing 100190, China; University of Chinese Academy of Sciences, Beijing 100049, China.
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Zhao H, Chen Y, Li H, Zhang Y, Zhang W, Qin W. An angled-shape tip-based strategy for highly sensitive proteomic profiling of a low number of cells. ANALYTICAL METHODS : ADVANCING METHODS AND APPLICATIONS 2023; 15:1215-1222. [PMID: 36804579 DOI: 10.1039/d2ay01884e] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/18/2023]
Abstract
Profiling proteins plays an essential role in understanding the functions and dynamic networks in biological systems. Mass spectrometry-based proteomic analysis commonly requires multistep sample processing, which results in severe sample loss. Although the recently developed microproteomic strategies have substantially reduced sample loss via droplet microfluidic technology, specialized equipment and well-trained personnel are needed, which may limit their wide adoption. Here, we report an angled-shape tip-based strategy for rapid sample preparation and sensitive proteomic profiling of small cell populations (<1000 cells). The angled-shape tip provided a 'reactor' for the entire proteomic sample processing workflow, from cell capture and lysis to protein digestion, eliminating the sample transfer-induced protein loss. The angled-shape tip was surface-treated for anti-protein adsorption which further reduced the sample loss. Using this strategy, 1241 ± 38-4110 ± 37 protein groups and 4010 ± 700-34 879 ± 575 peptides were identified from 10-1000 HeLa cells with high quantification reproducibility in only 4.5 h sample processing time, which was superior to the reported methods and commercial kits, especially for <100 cells. This approach was easily accessible, straightforward to operate, and compatible with flow cytometry-based cell sorting. It showed great potential for in-depth proteomic profiling of rare cells (<1000 cells) in both basic biological research and clinical application.
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Affiliation(s)
- Hongxian Zhao
- National Center for Protein Sciences Beijing, State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing 102206, P. R. China.
| | - Yongle Chen
- National Center for Protein Sciences Beijing, State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing 102206, P. R. China.
| | - Hang Li
- School of Medical Technology, Beijing Institute of Technology, Beijing 100081, P. R. China
| | - Yangjun Zhang
- National Center for Protein Sciences Beijing, State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing 102206, P. R. China.
| | - Wanjun Zhang
- National Center for Protein Sciences Beijing, State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing 102206, P. R. China.
| | - Weijie Qin
- National Center for Protein Sciences Beijing, State Key Laboratory of Proteomics, Beijing Proteome Research Center, Beijing Institute of Lifeomics, Beijing 102206, P. R. China.
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The synthesis of PROTAC molecule and new target KAT6A identification of CDK9 inhibitor iCDK9. CHINESE CHEM LETT 2022. [DOI: 10.1016/j.cclet.2022.107741] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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Wu Q, Wang J, Wang Y, Xiang L, Tan Y, Feng J, Zhang Z, Zhang L. Targeted delivery of celastrol to glomerular endothelium and podocytes for chronic kidney disease treatment. NANO RESEARCH 2021; 15:3556-3568. [PMID: 34925707 PMCID: PMC8666268 DOI: 10.1007/s12274-021-3894-x] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 09/07/2021] [Accepted: 09/17/2021] [Indexed: 06/14/2023]
Abstract
UNLABELLED The etiology of chronic kidney disease (CKD) is complex and diverse, which could be briefly categorized to glomerular- or tubular-originated. However, the final outcomes of CKD are mainly glomerular sclerosis, endothelial dysfunction and injury, and chronic inflammation. Thus, targeted delivery of drugs to the glomeruli in order to ameliorate glomerular endothelial damage may help alleviate CKD and help enrich our knowledge. The herb tripterygium wilfordii shows therapeutic effect on kidney disease, and celastrol (CLT) is one of its active ingredients but with strong toxicity. Therefore, based on the unique structure and pathological characteristics of the glomerulus, we designed a targeted delivery system named peptides coupled CLT-phospholipid lipid nanoparticles (PC-PLNs) to efficiently deliver CLT to damaged endothelial cells and podocytes in the glomerulus for CKD treatment and research. PC-PLNs could effectively inhibit inflammation, reduce endothelial damage, alleviate CKD severity, and reduce the toxicity of CLT. We also studied the mechanism of CLT in the treatment of nephropathy and found that CLT can increase the level of NO by increasing eNOS while inhibiting the expression of VCAM-1, thus provides an anti-inflammatory effect. Therefore, our study not only offered an efficient CKD drug formulation for further development, but also provided new medical knowledge about CKD. ELECTRONIC SUPPLEMENTARY MATERIAL Supplementary material (attached with all the supporting tables and figures mentioned in this work) is available in the online version of this article at 10.1007/s12274-021-3894-x.
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Affiliation(s)
- Qingsi Wu
- Key Laboratory of Drug Targeting and Drug Delivery Systems, Ministry of Education, West China School of Pharmacy, No. 17, Block 3, Southern Renmin Road, Chengdu, 610041 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Jiading Wang
- College of Polymer Science and Engineering, Sichuan University, No. 24, South Block 1, First Ring Road, Chengdu, 610065 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Yuanfang Wang
- Key Laboratory of Drug Targeting and Drug Delivery Systems, Ministry of Education, West China School of Pharmacy, No. 17, Block 3, Southern Renmin Road, Chengdu, 610041 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Ling Xiang
- Key Laboratory of Drug Targeting and Drug Delivery Systems, Ministry of Education, West China School of Pharmacy, No. 17, Block 3, Southern Renmin Road, Chengdu, 610041 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Yulu Tan
- Key Laboratory of Drug Targeting and Drug Delivery Systems, Ministry of Education, West China School of Pharmacy, No. 17, Block 3, Southern Renmin Road, Chengdu, 610041 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Jiaxing Feng
- Key Laboratory of Drug Targeting and Drug Delivery Systems, Ministry of Education, West China School of Pharmacy, No. 17, Block 3, Southern Renmin Road, Chengdu, 610041 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Zhirong Zhang
- Key Laboratory of Drug Targeting and Drug Delivery Systems, Ministry of Education, West China School of Pharmacy, No. 17, Block 3, Southern Renmin Road, Chengdu, 610041 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
| | - Ling Zhang
- College of Polymer Science and Engineering, Sichuan University, No. 24, South Block 1, First Ring Road, Chengdu, 610065 China
- Med-X Center for Materials, Sichuan University, No. 14 Section 3 South Renmin Road, Jinjiang District, Chengdu, 610000 China
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Wang MR, Huang LF, Guo C, Yang J, Dong S, Tang JJ, Gao JM. Identification of NLRP3 as a covalent target of 1,6-O,O-diacetylbritannilactone against neuroinflammation by quantitative thiol reactivity profiling (QTRP). Bioorg Chem 2021; 119:105536. [PMID: 34894577 DOI: 10.1016/j.bioorg.2021.105536] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2021] [Revised: 11/29/2021] [Accepted: 11/30/2021] [Indexed: 11/02/2022]
Abstract
Neuroinflammation plays a key etiological role in the progressive neuronal damage of neurodegenerative diseases. Our phenotypic-based screening discovered 1,6-O,O-diacetylbritannilactone (OABL, 1) from Inula britannica exhibited the potential anti-neuroinflammatory activity as well as a favorable blood-brain barrier penetration. 1 and its active derivative Br-OABL (2) with insert of Br at the C-14 position both modulated TLR4/NF-kB/MAPK pathways. However, proteome-wide identification of 1 binding proteins remains unclear. Here, we employed an adapted isoTOP-ABPP, quantitative thiol reactivity profiling (QTRP) approach, to identify and quantify thiol reactivity binding proteins in murine microglia BV-2 cells. We screened out 15 proteins co-targeted by 1 and 2, which are involved in cellular response to oxidative stress and negative regulation NF-κB transcription factor in biological processes. In site-specific profiling, NLRP3 was identified as a covalent target of 1 and 2 for the first time, and the Cys483 of NLRP3 NACHT domain was identified as one active-site of NLRP3 cysteine residues that can be covalently modified by the α-methylene-γ-lactone moiety. Furthermore, NLRP3 was validated to be directly binded by 1 and 2 by cellular thermo shift assay (CETSA) and activity-based protein profiling (ABPP), and NLRP3 functions were also verified by small interfering RNA approach. Notably, OABL treatment (i.p., 20 mg/kg/day) for 21 days reduced inflammation in 5XFAD mice brain. Together, we applied the QTRP to uncover the binding proteins of OABL in BV-2 cells, among which NLRP3 was revealed as a new covalent target of 1 and 2 against neuroinflammation.
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Affiliation(s)
- Min-Ran Wang
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi, China; State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences, Beijing, Beijing Institute of Lifeomics, Beijing, China
| | - Lan-Fang Huang
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi, China
| | - Cong Guo
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi, China
| | - Jing Yang
- State Key Laboratory of Proteomics, Beijing Proteome Research Center, National Center for Protein Sciences, Beijing, Beijing Institute of Lifeomics, Beijing, China
| | - Shuai Dong
- Key Laboratory of Tropical Biological Resources of Ministry of Education, School of Pharmaceutical Sciences, Hainan University, Haikou 570228, Hainan, China
| | - Jiang-Jiang Tang
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi, China.
| | - Jin-Ming Gao
- Shaanxi Key Laboratory of Natural Products & Chemical Biology, College of Chemistry & Pharmacy, Northwest A&F University, 3 Taicheng Road, Yangling 712100, Shaanxi, China.
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Cao G, Song Z, Yang Z, Chen Z, Hong Y, Cai Z. Database-assisted global metabolomics profiling of pleural effusion induced by tuberculosis and malignancy. CHINESE CHEM LETT 2021. [DOI: 10.1016/j.cclet.2021.03.052] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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