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Lu L, Liu X, Zuo C, Zhou J, Zhu C, Zhang Z, Fillet M, Crommen J, Jiang Z, Wang Q. In vitro/in vivo degradation analysis of trastuzumab by combining specific capture on HER2 mimotope peptide modified material and LC-QTOF-MS. Anal Chim Acta 2022; 1225:340199. [DOI: 10.1016/j.aca.2022.340199] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 07/12/2022] [Accepted: 07/22/2022] [Indexed: 11/28/2022]
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Streamlined Membrane Proteome Preparation for Shotgun Proteomics Analysis with Triton X-100 Cloud Point Extraction and Nanodiamond Solid Phase Extraction. MATERIALS 2016; 9:ma9050385. [PMID: 28773508 PMCID: PMC5503057 DOI: 10.3390/ma9050385] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/14/2016] [Revised: 04/28/2016] [Accepted: 05/11/2016] [Indexed: 12/19/2022]
Abstract
While mass spectrometry (MS) plays a key role in proteomics research, characterization of membrane proteins (MP) by MS has been a challenging task because of the presence of a host of interfering chemicals in the hydrophobic protein extraction process, and the low protease digestion efficiency. We report a sample preparation protocol, two-phase separation with Triton X-100, induced by NaCl, with coomassie blue added for visualizing the detergent-rich phase, which streamlines MP preparation for SDS-PAGE analysis of intact MP and shot-gun proteomic analyses. MP solubilized in the detergent-rich milieu were then sequentially extracted and fractionated by surface-oxidized nanodiamond (ND) at three pHs. The high MP affinity of ND enabled extensive washes for removal of salts, detergents, lipids, and other impurities to ensure uncompromised ensuing purposes, notably enhanced proteolytic digestion and down-stream mass spectrometric (MS) analyses. Starting with a typical membranous cellular lysate fraction harvested with centrifugation/ultracentrifugation, MP purities of 70%, based on number (not weight) of proteins identified by MS, was achieved; the weight-based purity can be expected to be much higher.
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Chen HJ, Shen YC, Shiao YJ, Liou KT, Hsu WH, Hsieh PH, Lee CY, Chen YR, Lin YL. Multiplex Brain Proteomic Analysis Revealed the Molecular Therapeutic Effects of Buyang Huanwu Decoction on Cerebral Ischemic Stroke Mice. PLoS One 2015; 10:e0140823. [PMID: 26492191 PMCID: PMC4619651 DOI: 10.1371/journal.pone.0140823] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2015] [Accepted: 09/29/2015] [Indexed: 11/18/2022] Open
Abstract
Stroke is the second-leading cause of death worldwide, and tissue plasminogen activator (TPA) is the only drug used for a limited group of stroke patients in the acute phase. Buyang Huanwu Decoction (BHD), a traditional Chinese medicine prescription, has long been used for improving neurological functional recovery in stroke. In this study, we characterized the therapeutic effect of TPA and BHD in a cerebral ischemia/reperfusion (CIR) injury mouse model using multiplex proteomics approach. After the iTRAQ-based proteomics analysis, 1310 proteins were identified from the mouse brain with <1% false discovery rate. Among them, 877 quantitative proteins, 10.26% (90/877), 1.71% (15/877), and 2.62% (23/877) of the proteins was significantly changed in the CIR, BHD treatment, and TPA treatment, respectively. Functional categorization analysis showed that BHD treatment preserved the integrity of the blood–brain barrier (BBB) (Alb, Fga, and Trf), suppressed excitotoxicity (Grm5, Gnai, and Gdi), and enhanced energy metabolism (Bdh), thereby revealing its multiple effects on ischemic stroke mice. Moreover, the neurogenesis marker doublecortin was upregulated, and the activity of glycogen synthase kinase 3 (GSK-3) and Tau was inhibited, which represented the neuroprotective effects. However, TPA treatment deteriorated BBB breakdown. This study highlights the potential of BHD in clinical applications for ischemic stroke.
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Affiliation(s)
- Hong-Jhang Chen
- National Research Institute of Chinese Medicine, Taipei, Taiwan
- Institute of Food Science and Technology, National Taiwan University, Taipei, Taiwan
| | - Yuh-Chiang Shen
- National Research Institute of Chinese Medicine, Taipei, Taiwan
| | - Young-Ji Shiao
- National Research Institute of Chinese Medicine, Taipei, Taiwan
| | - Kuo-Tong Liou
- Department of Chinese Martial Arts and Graduate Institute of Sport Coaching Science, Chinese Culture University, Taipei, Taiwan
| | - Wei-Hsiang Hsu
- National Research Institute of Chinese Medicine, Taipei, Taiwan
| | - Pei-Hsuan Hsieh
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| | - Chi-Ying Lee
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
| | - Yet-Ran Chen
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan
- * E-mail: (YLL); (YRC)
| | - Yun-Lian Lin
- National Research Institute of Chinese Medicine, Taipei, Taiwan
- Department of Chinese Pharmaceutical Sciences and Chinese Medicine Resources, China Medical University, Taichung, Taiwan
- School of Pharmacy, National Taiwan University, Taipei, Taiwan
- * E-mail: (YLL); (YRC)
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Integrated SDS removal and protein digestion by hollow fiber membrane based device for SDS-assisted proteome analysis. Talanta 2015; 141:235-8. [DOI: 10.1016/j.talanta.2015.04.011] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2014] [Revised: 03/30/2015] [Accepted: 04/05/2015] [Indexed: 11/18/2022]
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Lin PC, Hu WC, Lee SC, Chen YL, Lee CY, Chen YR, Liu LYD, Chen PY, Lin SS, Chang YC. Application of an Integrated Omics Approach for Identifying Host Proteins That Interact With Odontoglossum ringspot virus Capsid Protein. MOLECULAR PLANT-MICROBE INTERACTIONS : MPMI 2015; 28:711-26. [PMID: 25625820 DOI: 10.1094/mpmi-08-14-0246-r] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/04/2023]
Abstract
The glutamic acid at position 100 (E(100)) in the capsid protein (CP) of Odontoglossum ringspot virus (ORSV) plays an important role in long-distance viral movement in Nicotiana benthamiana. The ORSV(E100A) mutant, which has a glutamic acid to alanine substitution, shows a loss of systemic infectivity in N. benthamiana. Transmission electron microscopy and size-exclusion chromatography assays showed that E(100) is essential for CP-CP interaction and viral particle assembly. To identify the ORSV triggering or response genes and CP-interacting proteins (CP-IP), an integrated omics approach based on next-generation sequencing and proteomics profiling was used in this study. The whole-transcriptomes of healthy and ORSV-infected leaves of N. benthamiana were analyzed, and the gene information was used to create a N. benthamiana protein database that was used for protein identification following mass spectrometry analysis. The integrated omics approach identified several putative host proteins that interact with ORSV CP(WT) and were categorized as photosystem subunits, defense-associated proteins, and cell division components. The expression pattern and CP interaction of these CP-IP were examined by semiquantitative reverse transcription polymerase chain reaction and an in vitro binding assay, respectively, to verify the in silico data. Among these proteins, a proteinase inhibitor of N. benthamiana (NbPI2) was highly associated with CP(E100A) as compared with CP(WT), and NbPI1 and NbPI2 were highly induced in ORSV-infected plants. NbPI1- and NbPI2-silenced plants (via a Tobacco rattle virus-induced gene-silencing system) did not exhibit a difference in ORSV infection. Thus, whether NbPI1 and NbPI2 play a role in plant immunity requires further investigation. In summary, the integrated omics approach provides massive and valuable information to identify the ORSV CP-IP and these CP-IP will help us to understand the movement of this virus and plant-virus interaction.
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Affiliation(s)
- Pin-Chun Lin
- 1 Department of Plant Pathology and Microbiology, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
- 2 Institute of Biotechnology, National Taiwan University, 81, Chang-Xing St., Taipei, Taiwan
| | - Wen-Chi Hu
- 1 Department of Plant Pathology and Microbiology, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
| | - Shu-Chuan Lee
- 1 Department of Plant Pathology and Microbiology, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
| | - Ying-Lan Chen
- 4 Agricultural Biotechnology Research Center, Academia Sinica, 128, Academia Rd, Sec. 2, Taipei, Taiwan
- 5 Institute of Plant Biology and Department of Life Science, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
| | - Chi-Ying Lee
- 4 Agricultural Biotechnology Research Center, Academia Sinica, 128, Academia Rd, Sec. 2, Taipei, Taiwan
| | - Yet-Ran Chen
- 4 Agricultural Biotechnology Research Center, Academia Sinica, 128, Academia Rd, Sec. 2, Taipei, Taiwan
| | - Li-Yu Daisy Liu
- 6 Department of Agronomy, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
| | - Po-Yen Chen
- 1 Department of Plant Pathology and Microbiology, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
| | - Shih-Shun Lin
- 2 Institute of Biotechnology, National Taiwan University, 81, Chang-Xing St., Taipei, Taiwan
- 3 Genome and Systems Biology Degree Program, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
- 4 Agricultural Biotechnology Research Center, Academia Sinica, 128, Academia Rd, Sec. 2, Taipei, Taiwan
| | - Ya-Chun Chang
- 1 Department of Plant Pathology and Microbiology, National Taiwan University, 1, Sec. 4, Roosevelt Rd., Taipei, Taiwan
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Lee SH, Li CW, Koh KW, Chuang HY, Chen YR, Lin CS, Chan MT. MSRB7 reverses oxidation of GSTF2/3 to confer tolerance of Arabidopsis thaliana to oxidative stress. JOURNAL OF EXPERIMENTAL BOTANY 2014; 65:5049-5062. [PMID: 24962998 PMCID: PMC4144780 DOI: 10.1093/jxb/eru270] [Citation(s) in RCA: 41] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
Methionine sulfoxide reductases (MSRs) catalyse the reduction of oxidized methionine residues, thereby protecting proteins against oxidative stress. Accordingly, MSRs have been associated with stress responses, disease, and senescence in a taxonomically diverse array of organisms. However, the cytosolic substrates of MSRs in plants remain largely unknown. Here, we used a proteomic analysis strategy to identify MSRB7 substrates. We showed that two glutathione transferases (GSTs), GSTF2 and GSTF3, had fewer oxidized methionine (MetO) residues in MSRB7-overexpressing Arabidopsis thaliana plants than in wild-type plants. Conversely, GSTF2 and GSTF3 were highly oxidized and unstable in MSRB7-knockdown plants. MSRB7 was able to restore the MetO-GSTF2M100/104 and MetO-GSTF3M100 residues produced during oxidative stress. Furthermore, both GSTs were specifically induced by the oxidative stress inducer, methyl viologen. Our results indicate that specific GSTs are substrates of MSRs, which together provide a major line of defence against oxidative stress in A. thaliana.
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Affiliation(s)
- Shu-Hong Lee
- Institute of Biotechnology, National Cheng Kung University, Tainan, 701, Taiwan Academia Sinica Biotechnology Center in Southern Taiwan, Tainan, 741, Taiwan Agricultural Biotechnology Research Center, Academia Sinica, Taipei, 115, Taiwan
| | - Chia-Wen Li
- Department of Biotechnology, TransWorld University, Douliu City, Yunlin County, 640, Taiwan
| | - Kah Wee Koh
- Academia Sinica Biotechnology Center in Southern Taiwan, Tainan, 741, Taiwan Agricultural Biotechnology Research Center, Academia Sinica, Taipei, 115, Taiwan
| | - Hsin-Yu Chuang
- Academia Sinica Biotechnology Center in Southern Taiwan, Tainan, 741, Taiwan Agricultural Biotechnology Research Center, Academia Sinica, Taipei, 115, Taiwan
| | - Yet-Ran Chen
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, 115, Taiwan
| | - Choun-Sea Lin
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, 115, Taiwan
| | - Ming-Tsair Chan
- Institute of Biotechnology, National Cheng Kung University, Tainan, 701, Taiwan Academia Sinica Biotechnology Center in Southern Taiwan, Tainan, 741, Taiwan Agricultural Biotechnology Research Center, Academia Sinica, Taipei, 115, Taiwan
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Lin HY, Shih CY, Liu HC, Chang J, Chen YL, Chen YR, Lin HT, Chang YY, Hsu CH, Lin HJ. Identification and characterization of an extracellular alkaline phosphatase in the marine diatom Phaeodactylum tricornutum. MARINE BIOTECHNOLOGY (NEW YORK, N.Y.) 2013; 15:425-36. [PMID: 23358911 DOI: 10.1007/s10126-013-9494-3] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/01/2012] [Accepted: 12/13/2012] [Indexed: 05/10/2023]
Abstract
In phosphorus-deficient conditions, Phaeodactylum tricornutum releases an alkaline phosphatase (PtAPase) to the medium that is readily detectable by activity staining. Nucleic acid and amino acid sequence of this alkaline phosphatase (APase) was identified by performing proteomic analysis and database searches. Sequence alignment suggests that PtAPase belongs to the PhoA family, and it possesses key residues at the Escherichia coli PhoA active site. Quantitative PCR results indicate that the induction of APase mRNA transcription is very sensitive to phosphorus availability and population growth. The molecular mass of native PtAPase (148 kDa) determined by gel filtration chromatography indicates that PtAPase, like most PhoA, is homodimeric. Zn and Mg ions are essential cofactors for most PhoA enzymes; however, PtAPase activity did not require Zn ions. In fact, 5 mM Zn²⁺, Mo²⁺, Co²⁺, Cd²⁺, or Cu²⁺ inhibited its enzymatic activity, whereas 5 mM Mn²⁺, Mg²⁺, or Ca²⁺ enhanced its enzymatic activity. The responses of PtAPase to divalent metal ions were different from those of most PhoAs, but were similar to the PhoA in a marine bacterium, Cobetia marina. Phylogenetic analysis shows that homologs of PhoA are also present in other diatom species, and that they clustered in a unique branch away from other PhoA members. PtAPase may represent a novel class of PhoA that helps diatoms to survive in the ocean. Quantification of the PtAPase mRNA may help monitor the physiological condition of diatoms in natural environments and artificial bioreactors.
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Affiliation(s)
- Hung-Yun Lin
- Institute of Bioscience and Biotechnology, National Taiwan Ocean University, No. 2, Pei-Ning Road, Keelung 20224, Taiwan
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Integration of Different "-omics" Technologies Identifies Inhibition of the IGF1R-Akt-mTOR Signaling Cascade Involved in the Cytotoxic Effect of Shikonin against Leukemia Cells. EVIDENCE-BASED COMPLEMENTARY AND ALTERNATIVE MEDICINE 2013; 2013:818709. [PMID: 23861714 PMCID: PMC3703888 DOI: 10.1155/2013/818709] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/18/2013] [Accepted: 05/07/2013] [Indexed: 01/11/2023]
Abstract
Hematological malignancies frequently have a poor prognosis and often remain incurable. Drug resistance, severe side effects, and relapse are major problems of currently used drugs, and new candidate compounds are required for improvement of therapy success. The naphthoquinone shikonin derived from the Chinese medicinal herb, Lithospermum erythrorhizon, is a promising candidate for the next generation of chemotherapy. The basal cellular mechanism of shikonin is the direct targeting of mitochondria. Cytotoxicity screenings showed that the compound is particularly effective against leukemia cells suggesting an additional cellular mechanism. mRNA and miRNA microarrays were used to analyze changes in gene expression in leukemia cells after shikonin treatment and combined with stable-isotope dimethyl labeling for quantitative proteomics. The integration of bioinformatics and the three "-omics" assays showed that the PI3K-Akt-mTOR pathway was affected by shikonin. Deregulations of this pathway are frequently associated with cancerogenesis, especially in a wide range of hematological malignancies. The effect on the PI3K-Akt-mTOR axis was validated by demonstrating a decreased phosphorylation of Akt and a direct inhibition of the IGF1R kinase activity after shikonin treatment. Our results indicate that inhibiting the IGF1R-Akt-mTOR signaling cascade is a new cellular mechanism of shikonin strengthening its potential for the treatment of hematological malignancies.
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Chang WH, Lee CY, Lin CY, Chen WY, Chen MC, Tzou WS, Chen YR. UniQua: a universal signal processor for MS-based qualitative and quantitative proteomics applications. Anal Chem 2012; 85:890-7. [PMID: 23237057 DOI: 10.1021/ac302281j] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Recent developments in high resolution mass spectrometry (HR-MS) technology have ushered proteomics into a new era. However, the importance of using a common, open data platform for signal processing of HR-MS spectra has not been sufficiently addressed. In this study, a MS signal processor was developed to facilitate data integration from different instruments and different proteomics approaches into a unified platform without compromising protein identification and quantitation performance. This processor supports parallel processing capability which allows full utilization of computing resources to speed up signal processing performance to >1 gigabytes/min. The storage space occupied by the processed MS data can be reduced to ~10%, which helps the analysis and management of large quantities of data from comprehensive proteomics studies. For quantitation at the MS level, processing accuracy is improved and processing time for ASAPRatio is reduced to ~50%. For quantitation at the MS/MS level, accurate reporter ion ratios from different instruments can be directly determined by the processed MS/MS spectra and reported in the Mascot search result directly without using specialized iTRAQ software.
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Affiliation(s)
- Wei-Hung Chang
- Agricultural Biotechnology Research Center, Academia Sinica, Taipei, Taiwan 11529
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Vieira DB, Crowell AMJ, Doucette AA. Perfluorooctanoic acid and ammonium perfluorooctanoate: volatile surfactants for proteome analysis? RAPID COMMUNICATIONS IN MASS SPECTROMETRY : RCM 2012; 26:523-531. [PMID: 22302492 DOI: 10.1002/rcm.6127] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
RATIONALE Fluorinated surfactants are being explored as mass spectrometry (MS)-friendly alternatives to sodium dodecyl sulfate (SDS) for proteome analysis. Previous work demonstrates perfluorooctanoic acid (PFOA) to be compatible with electrospray ionization (ESI)-MS. The high volatility of PFOA provides an intrinsic approach to potentially eliminate the surfactant during ESI, or alternatively through solvent evaporation prior to MS. The ammonium salt of PFOA, ammonium perfluorooctanoate (APFO), is likely favored for proteome experiments; the MS and liquid chromatography (LC)/MS tolerance of APFO has not been established for proteome applications. METHODS Standard proteins and peptides, as well as a yeast proteome mixture, were individually spiked with surfactants (APFO, PFOA, SDS), and subjected to direct infusion ESI-MS, LC/MS/MS and LC/UV. The level of fluorinated surfactant remaining after solvent evaporation under varying conditions (time, pH, salt and protein content) was quantified and compared to the threshold tolerance level of the surfactant in an MS experiment (determined herein). RESULTS Whereas PFOA is found ineffective at assisting protein solubilization, APFO is as effective as SDS for resolubilization of acetone-precipitated yeast proteins (~100% recovery). Unfortunately, the LC and MS threshold tolerance of APFO is only minimally greater than SDS (~2-fold higher concentration to cause 50% suppression). Nonetheless, the benefits of APFO in a proteome experiment are realized following a one-step evaporation protocol for removal of the surfactant in acidified solvent. CONCLUSIONS APFO is considered a favoured alternative to SDS for proteome solubilization. Strictly speaking, APFO is not an 'MS-friendly' surfactant for proteome characterization; the detergent not only suppresses ESI signals at high concentration, but also perturbs reversed phase separation. However, the simplicity of APFO removal ahead of LC/MS justifies its use over the conventional SDS.
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Affiliation(s)
- Douglas B Vieira
- Department of Chemistry, Dalhousie University, Halifax, Nova Scotia, Canada
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Chen CJ, Chen WY, Tseng MC, Chen YR. Tunnel frit: a nonmetallic in-capillary frit for nanoflow ultra high-performance liquid chromatography-mass spectrometryapplications. Anal Chem 2011; 84:297-303. [PMID: 22097963 DOI: 10.1021/ac202549y] [Citation(s) in RCA: 35] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
In this study, an easy method to fabricate a durable in-capillary frit was developed for use in nanoflow liquid chromatography (nanoLC). A small orifice was tunneled into the sol-gel frit during the polymerization process resulting in the simple fabrication of a tunnel frit. A short packing tunnel frit column (2 cm, C(18) particles) was able to sustain over 10,000 psi continuous liquid flow for 10 days without observation of particle loss, and back pressure variation was less than 5%. The tunnel frit was successfully applied to the fabrication of nanoflow ultra high-performance liquid chromatography (nano-UHPLC) trap and analytical columns. In the analysis of tryptic peptides, the tunnel frit trap and analytical columns were demonstrated to have high separation efficiency and sensitivity. In analysis of phosphopeptides, the use of the nonmetallic tunnel frit column showed better sensitivity than the metallic frit column. This design can facilitate the preparation of nano-HPLC and nano-UHPLC columns and the packing material can easily be refilled when the column is severely contaminated or clogged.
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Affiliation(s)
- Chao-Jung Chen
- Proteomics Core Laboratory, Department of Medical Research, China Medical University Hospital, Taichung 404, Taiwan
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