171 results on '"W Andy Tao"'
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2. PTP4A2 promotes lysophagy by dephosphorylation of VCP/p97 at Tyr805
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Yunpeng Bai, Guimei Yu, Hong-Ming Zhou, Ovini Amarasinghe, Yuan Zhou, Peipei Zhu, Qinglin Li, Lujuan Zhang, Frederick Nguele Meke, Yiming Miao, Eli Chapman, W. Andy Tao, and Zhong-Yin Zhang
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Cell Biology ,Molecular Biology - Abstract
Overexpression of PTP4A phosphatases are associated with advanced cancers, but their biological functions are far from fully understood due to limited knowledge about their physiological substrates. VCP is implicated in lysophagy via collaboration with specific cofactors in the ELDR complex. However, how the ELDR complex assembly is regulated has not been determined. Moreover, the functional significance of the penultimate and conserved Tyr805 phosphorylation in VCP has not been established. Here, we use an unbiased substrate trapping and mass spectrometry approach and identify VCP/p97 as a bona fide substrate of PTP4A2. Biochemical studies show that PTP4A2 dephosphorylates VCP at Tyr805, enabling the association of VCP with its C-terminal cofactors UBXN6/UBXD1 and PLAA, which are components of the ELDR complex responsible for lysophagy, the autophagic clearance of damaged lysosomes. Functionally, PTP4A2 is required for cellular homeostasis by promoting lysophagy through facilitating ELDR-mediated K48-linked ubiquitin conjugate removal and autophagosome formation on the damaged lysosomes. Deletion of Ptp4a2 in vivo compromises the recovery of glycerol-injection induced acute kidney injury due to impaired lysophagy and sustained lysosomal damage. Taken together, our data establish PTP4A2 as a critical regulator of VCP and uncover an important role for PTP4A2 in maintaining lysosomal homeostasis through dephosphorylation of VCP at Tyr805. Our study suggests that PTP4A2 targeting could be a potential therapeutic approach to treat cancers and other degenerative diseases by modulating lysosomal homeostasis and macroautophagy/autophagy. Abbreviations: AAA+: ATPases associated with diverse cellular activities; AKI: acute kidney injury; CBB: Coomassie Brilliant Blue; CRISPR: clustered regularly interspaced short palindromic repeats; ELDR: endo-lysosomal damage response; GFP: green fluorescent protein; GST: glutathione S-transferase; IHC: immunohistochemistry; IP: immunoprecipitation; LAMP1: lysosomal-associated membrane protein 1; LC-MS: liquid chromatography-mass spectrometry; LGALS3/Gal3: galectin 3; LLOMe: L-leucyl-L-leucine methyl ester; MAP1LC3/LC3: microtubule associated protein 1 light chain 3; MEF: mouse embryonic fibroblast; PLAA: phospholipase A2, activating protein; PTP4A2: protein tyrosine phosphatase 4a2; PUB: NGLY1/PNGase/UBA- or UBX-containing protein; PUL: PLAP, Ufd3, and Lub1; TFEB: transcription factor EB; UBXN6/UBXD1: UBX domain protein 6; UPS: ubiquitin-proteasome system; VCP/p97: valosin containing protein; VCPIP1: valosin containing protein interacting protein 1; YOD1: YOD1 deubiquitinase.
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- 2022
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3. The EXO70 inhibitor Endosidin2 alters plasma membrane protein composition in Arabidopsis roots
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Xiaohui Li, Peipei Zhu, Yen-Ju Chen, Lei Huang, Diwen Wang, David T. Newton, Chuan-Chih Hsu, Guang Lin, W. Andy Tao, Christopher J. Staiger, and Chunhua Zhang
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Plant Science - Abstract
To sustain normal growth and allow rapid responses to environmental cues, plants alter the plasma membrane protein composition under different conditions presumably by regulation of delivery, stability, and internalization. Exocytosis is a conserved cellular process that delivers proteins and lipids to the plasma membrane or extracellular space in eukaryotes. The octameric exocyst complex contributes to exocytosis by tethering secretory vesicles to the correct site for membrane fusion; however, whether the exocyst complex acts universally for all secretory vesicle cargo or just for specialized subsets used during polarized growth and trafficking is currently unknown. In addition to its role in exocytosis, the exocyst complex is also known to participate in membrane recycling and autophagy. Using a previously identified small molecule inhibitor of the plant exocyst complex subunit EXO70A1, Endosidin2 (ES2), combined with a plasma membrane enrichment method and quantitative proteomic analysis, we examined the composition of plasma membrane proteins in the root of Arabidopsis seedlings, after inhibition of the ES2-targetted exocyst complex, and verified our findings by live imaging of GFP-tagged plasma membrane proteins in root epidermal cells. The abundance of 145 plasma membrane proteins was significantly reduced following short-term ES2 treatments and these likely represent candidate cargo proteins of exocyst-mediated trafficking. Gene Ontology analysis showed that these proteins play diverse functions in cell growth, cell wall biosynthesis, hormone signaling, stress response, membrane transport, and nutrient uptake. Additionally, we quantified the effect of ES2 on the spatial distribution of EXO70A1 with live-cell imaging. Our results indicate that the plant exocyst complex mediates constitutive dynamic transport of subsets of plasma membrane proteins during normal root growth.
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- 2023
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4. Profiling phosphoproteome landscape in circulating extracellular vesicles from microliters of biofluids through functionally tunable paramagnetic separation
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Jie Sun, Qing Li, Yajie Ding, Dong Wei, Marco Hadisurya, Zhuojun Luo, Zhongze Gu, Bobin Chen, and W. Andy Tao
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General Medicine ,General Chemistry ,Catalysis - Published
- 2023
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5. Proteomic Discovery and Array-Based Validation of Biomarkers from Urinary Exosome by Supramolecular Probe
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Xin Feng, Shengnan Jia, Muhammad Mujahid Ali, Guiyuan Zhang, Dejun Li, W. Andy Tao, and Lianghai Hu
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General Chemistry ,Biochemistry - Published
- 2023
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6. Small Molecule Degraders of Protein Tyrosine Phosphatase 1B and T‐Cell Protein Tyrosine Phosphatase for Cancer Immunotherapy
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Jiajun Dong, Jinmin Miao, Yiming Miao, Zihan Qu, Sheng Zhang, Peipei Zhu, Florian Wiede, Brenson A. Jassim, Yunpeng Bai, Quyen Nguyen, Jianping Lin, Lan Chen, Tony Tiganis, W. Andy Tao, and Zhong‐Yin Zhang
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General Medicine ,General Chemistry ,Catalysis - Published
- 2023
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7. Epitope Imprinting of Phospholipids by Oriented Assembly at the Oil/Water Interface for the Selective Recognition of Plasma Membranes
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Juntao Zhou, Xianhui Cheng, Zhanchen Guo, Muhammad Mujahid Ali, Guiyuan Zhang, W. Andy Tao, Lianghai Hu, and Zhen Liu
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General Chemistry ,General Medicine ,Catalysis - Published
- 2023
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8. Supplementary Figure Legend from EZH2 Modifies Sunitinib Resistance in Renal Cell Carcinoma by Kinome Reprogramming
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Roberto Pili, Peter Hollenhorst, W. Andy Tao, Joseph Irudayaraj, Yong Zang, Paul R. Territo, Scott A. Persohn, Brian P. McCarthy, Heike Keilhack, Michael Buck, Janaiah Kota, Milan Radovich, Bradley Hancock, Mukund Seshadri, Giulio F. Draetta, Piergiorgio Pettazzoni, Sreevani Arisa, Eric Ciamporcero, May Elbanna, Li Shen, Kiersten Marie Miles, Ashley Orillion, Sreenivasulu Chintala, Chuan-Chih Hsu, Mary Ferris, Justine Arrington, Nur P. Damayanti, Justin Budka, and Remi Adelaiye-Ogala
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Supplementary Figure Legend
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- 2023
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9. Supplementary Table 2 from EZH2 Modifies Sunitinib Resistance in Renal Cell Carcinoma by Kinome Reprogramming
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Roberto Pili, Peter Hollenhorst, W. Andy Tao, Joseph Irudayaraj, Yong Zang, Paul R. Territo, Scott A. Persohn, Brian P. McCarthy, Heike Keilhack, Michael Buck, Janaiah Kota, Milan Radovich, Bradley Hancock, Mukund Seshadri, Giulio F. Draetta, Piergiorgio Pettazzoni, Sreevani Arisa, Eric Ciamporcero, May Elbanna, Li Shen, Kiersten Marie Miles, Ashley Orillion, Sreenivasulu Chintala, Chuan-Chih Hsu, Mary Ferris, Justine Arrington, Nur P. Damayanti, Justin Budka, and Remi Adelaiye-Ogala
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Gene list for Fig.5B, C, D
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- 2023
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10. Data from EZH2 Modifies Sunitinib Resistance in Renal Cell Carcinoma by Kinome Reprogramming
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Roberto Pili, Peter Hollenhorst, W. Andy Tao, Joseph Irudayaraj, Yong Zang, Paul R. Territo, Scott A. Persohn, Brian P. McCarthy, Heike Keilhack, Michael Buck, Janaiah Kota, Milan Radovich, Bradley Hancock, Mukund Seshadri, Giulio F. Draetta, Piergiorgio Pettazzoni, Sreevani Arisa, Eric Ciamporcero, May Elbanna, Li Shen, Kiersten Marie Miles, Ashley Orillion, Sreenivasulu Chintala, Chuan-Chih Hsu, Mary Ferris, Justine Arrington, Nur P. Damayanti, Justin Budka, and Remi Adelaiye-Ogala
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Acquired and intrinsic resistance to receptor tyrosine kinase inhibitors (RTKi) represents a major hurdle in improving the management of clear cell renal cell carcinoma (ccRCC). Recent reports suggest that drug resistance is driven by tumor adaptation via epigenetic mechanisms that activate alternative survival pathways. The histone methyl transferase EZH2 is frequently altered in many cancers, including ccRCC. To evaluate its role in ccRCC resistance to RTKi, we established and characterized a spontaneously metastatic, patient-derived xenograft model that is intrinsically resistant to the RTKi sunitinib, but not to the VEGF therapeutic antibody bevacizumab. Sunitinib maintained its antiangiogenic and antimetastatic activity but lost its direct antitumor effects due to kinome reprogramming, which resulted in suppression of proapoptotic and cell-cycle–regulatory target genes. Modulating EZH2 expression or activity suppressed phosphorylation of certain RTKs, restoring the antitumor effects of sunitinib in models of acquired or intrinsically resistant ccRCC. Overall, our results highlight EZH2 as a rational target for therapeutic intervention in sunitinib-resistant ccRCC as well as a predictive marker for RTKi response in this disease. Cancer Res; 77(23); 6651–66. ©2017 AACR.
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- 2023
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11. Supplemental Figures from EZH2 Modifies Sunitinib Resistance in Renal Cell Carcinoma by Kinome Reprogramming
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Roberto Pili, Peter Hollenhorst, W. Andy Tao, Joseph Irudayaraj, Yong Zang, Paul R. Territo, Scott A. Persohn, Brian P. McCarthy, Heike Keilhack, Michael Buck, Janaiah Kota, Milan Radovich, Bradley Hancock, Mukund Seshadri, Giulio F. Draetta, Piergiorgio Pettazzoni, Sreevani Arisa, Eric Ciamporcero, May Elbanna, Li Shen, Kiersten Marie Miles, Ashley Orillion, Sreenivasulu Chintala, Chuan-Chih Hsu, Mary Ferris, Justine Arrington, Nur P. Damayanti, Justin Budka, and Remi Adelaiye-Ogala
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Supplemental data on additional models to support the role of EZH2 in RTKi resistance
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- 2023
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12. A Large-Scale Proteomics Resource of Circulating Extracellular Vesicles for Biomarker Discovery in Pancreatic Cancer
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Bruno Bockorny, Lakshmi Muthuswamy, Ling Huang, Marco Hadisurya, Christine Maria Lim, Leo L. Tsai, Ritu R. Gill, Jesse L. Wei, Andrea J. Bullock, Joseph E. Grossman, Robert J. Besaw, Supraja Narasimhan, W. Andy Tao, Sofia Perea, Mandeep S. Sawhney, Steven D. Freedman, Manuel Hidalgo, Anton Iliuk, and Senthil K. Muthuswamy
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Article - Abstract
Pancreatic cancer has the worst prognosis of all common tumors. Earlier cancer diagnosis could increase survival rates and better assessment of metastatic disease could improve patient care. As such, there is an urgent need to develop biomarkers to diagnose this deadly malignancy earlier. Analyzing circulating extracellular vesicles (cEVs) using ‘liquid biopsies’ offers an attractive approach to diagnose and monitor disease status. However, it is important to differentiate EV-associated proteins enriched in patients with pancreatic ductal adenocarcinoma (PDAC) from those with benign pancreatic diseases such as chronic pancreatitis and intraductal papillary mucinous neoplasm (IPMN). To meet this need, we combined the novel EVtrap method for highly efficient isolation of EVs from plasma and conducted proteomics analysis of samples from 124 individuals, including patients with PDAC, benign pancreatic diseases and controls. On average, 912 EV proteins were identified per 100µL of plasma. EVs containing high levels of PDCD6IP, SERPINA12 and RUVBL2 were associated with PDAC compared to the benign diseases in both discovery and validation cohorts. EVs with PSMB4, RUVBL2 and ANKAR were associated with metastasis, and those with CRP, RALB and CD55 correlated with poor clinical prognosis. Finally, we validated a 7-EV protein PDAC signature against a background of benign pancreatic diseases that yielded an 89% prediction accuracy for the diagnosis of PDAC. To our knowledge, our study represents the largest proteomics profiling of circulating EVs ever conducted in pancreatic cancer and provides a valuable open-source atlas to the scientific community with a comprehensive catalogue of novel cEVs that may assist in the development of biomarkers and improve the outcomes of patients with PDAC.
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- 2023
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13. Quantitative proteomics and phosphoproteomics of urinary extracellular vesicles define putative diagnostic biosignatures for Parkinson's Disease
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Marco Hadisurya, Li Li, Kananart Kuwaranancharoen, Xiaofeng Wu, Zheng-Chi Lee, Roy N. Alcalay, Shalini Padmanabhan, W. Andy Tao, and Anton Iliuk
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Proteomics ,Machine Learning ,Extracellular Vesicles ,Parkinson's Disease ,Phosphoproteomics ,Biomarker Discovery - Abstract
Background Mutations in the leucine-rich repeat kinase 2 (LRRK2) gene have been recognized as genetic risk factors for Parkinson’s disease (PD). However, compared to cancer, fewer genetic mutations contribute to the cause of PD, propelling the search for protein biomarkers for early detection of the disease. Methods Utilizing 138 urine samples from four groups, healthy individuals (control), healthy individuals with G2019S mutation in the LRRK2 gene (non-manifesting carrier/NMC), PD individuals without G2019S mutation (idiopathic PD/iPD), and PD individuals with G2019S mutation (LRRK2 PD), we applied a proteomics strategy to determine potential diagnostic biomarkers for PD from urinary extracellular vesicles (EVs). Results After efficient isolation of urinary EVs through chemical affinity followed by mass spectrometric analyses of EV peptides and enriched phosphopeptides, we identify and quantify 4476 unique proteins and 2680 unique phosphoproteins. We detect multiple proteins and phosphoproteins elevated in PD EVs that are known to be involved in important PD pathways, in particular the autophagy pathway, as well as neuronal cell death, neuroinflammation, and formation of amyloid fibrils. We establish a panel of proteins and phosphoproteins as novel candidates for disease biomarkers and substantiate the biomarkers using machine learning, ROC, clinical correlation, and in-depth network analysis. Several putative disease biomarkers are further partially validated in patients with PD using parallel reaction monitoring (PRM) and immunoassay for targeted quantitation. Conclusions These findings demonstrate a general strategy of utilizing biofluid EV proteome/phosphoproteome as an outstanding and non-invasive source for a wide range of disease exploration.
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- 2023
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14. Translational proteomics and phosphoproteomics: Tissue to extracellular vesicles
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Xiaofeng Wu, Anton B. Iliuk, and W. Andy Tao
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- 2023
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15. Covalent Protein Inhibitors via Tyrosine Conjugation with Cyclic Imine Mannich Electrophiles
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Sijie Wang, Marco Hadisurya, W. Andy Tao, Emily Dykhuizen, and Casey Krusemark
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Targeted covalent inhibitors (TCIs) have increased in popularity among drug candidates and chemical probes. Among current TCIs, the chemistry employed is largely limited to labeling cysteine and lysine side chains. Tyrosine is an attractive residue for TCIs due to its enrichment at protein-protein interfaces. Here, we investigate the utility of cyclic imine Mannich electrophiles as covalent warheads to specifically target a pro-tein tyrosine adjacent to an inhibitor binding pocket. We characterized the intrinsic reaction rates of several cyclic imines to tyrosine and identified the iminolactone to be suitable for a covalent inhibitor (second order rate constant of 0.0029 M-1 s-1). We appended the cyclic imine warheads to a CBX8 chromodomain inhibitor to label a non-conserved tyrosine, which markedly improves both the potency and selectivity of the inhibitor for CBX8 in vitro and in cells. These results indicate that Mannich electrophiles are promising and robust chemical warheads for tyrosine bioconjugation and covalent inhibitors.
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- 2022
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16. An Integrated Proteomic Strategy to Identify SHP2 Substrates
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Peipei Zhu, Xiaofeng Wu, Ruo-Yu Zhang, Chuan-Chih Hsu, Zhong-Yin Zhang, and W. Andy Tao
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ErbB Receptors ,Proteomics ,Protein Tyrosine Phosphatase, Non-Receptor Type 11 ,General Chemistry ,Phosphorylation ,Biochemistry ,Article ,Signal Transduction - Abstract
Protein phosphatases play an essential role in normal cell physiology and the development of diseases such as cancer. The innate challenges associated with studying protein phosphatases have limited our understanding of their substrates, molecular mechanisms, and unique functions within highly coordinated networks. Here, we introduce a novel strategy using substrate-trapping mutants coupled with quantitative proteomics methods to identify physiological substrates of Src homology 2 containing protein tyrosine phosphatase 2 (SHP2) in a high-throughput manner. The technique integrates three parallel mass spectrometry-based proteomics experiments, including affinity isolation of substrate-trapping mutant complex using wild-type and SHP2 KO cells,iin vivo/iglobal quantitative phosphoproteomics, andiin vitro/iphosphatase reaction. We confidently identified 18 direct substrates of SHP2 in the epidermal growth factor receptor signaling pathways, including both known and novel SHP2 substrates. Docking protein 1 was further validated using biochemical assays as a novel SHP2 substrate, providing a mechanism for SHP2-mediated Ras activation. This advanced workflow improves the systemic identification of direct substrates of protein phosphatases, facilitating our understanding of the equally important roles of protein phosphatases in cellular signaling.
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- 2022
17. Mass spectrometry-based phosphoproteomics in clinical applications
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Xiaofeng Wu, Yi-Kai Liu, Anton B. Iliuk, and W. Andy Tao
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Spectroscopy ,Analytical Chemistry - Published
- 2023
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18. Uncovering ubiquitous protein lactylation
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Xiaofeng, Wu and W Andy, Tao
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- 2022
19. Synergistically Bifunctional Paramagnetic Separation Enables Efficient Isolation of Urine Extracellular Vesicles and Downstream Phosphoproteomic Analysis
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Zhen Zhan, W. Andy Tao, Hao Zhang, Shanying Han, Haiyang Zhang, Ke Xiao, Zhongze Gu, Leyao Ma, Jie Sun, Hillary Andaluz Aguilar, and Yanhong Gu
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Male ,Phosphopeptides ,Proteomics ,Materials science ,Resolution (mass spectrometry) ,Ion-mobility spectrometry ,Phosphoproteomics ,Phospholipid ,Prostatic Neoplasms ,Urine ,Phosphoproteins ,Extracellular Vesicles ,chemistry.chemical_compound ,Membrane ,chemistry ,Biochemistry ,Magnets ,Humans ,General Materials Science ,Fragmentation (cell biology) ,Bifunctional ,Intracellular - Abstract
Extracellular vesicles (EVs) have emerged as important carriers for intercellular communication and biological sources for diagnosis and therapeutics. Low efficiency in EV isolation from biofluids, however, severely restricts their downstream characterization and analysis. Here, we introduced a novel strategy for EV isolation from urine for prostate cancer diagnosis using bifunctionalized magnetic beads through high affinity Ti(IV) ions and the insertion of a phospholipid derivative, 1,2-distearoyl-sn-glycero-3-phosphoethanolamine, into the EV membrane synergistically. We demonstrated its efficient isolation of EVs from urine samples with low contamination, high recovery (>80%), and short separation time (within 1 h), resulting in the identification of 36,262 unique EV peptides corresponding to 3302 unique proteins and 3233 unique phosphopeptides representing 1098 unique phosphoproteins using only 100 μL and 5 mL urine samples, respectively. Coupled with trapped ion mobility spectrometry and parallel accumulation-serial fragmentation for phosphosite-specific resolution, quantitative phosphoproteomics of urine samples from prostate cancer patients and healthy individuals revealed 121 upregulated phosphoproteins in cancer patients in contrast to the healthy group. These particular advantages indicate that the novel bifunctional material enables sensitive EV phosphoproteomic analysis for noninvasive biomarker screening and early cancer diagnosis.
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- 2021
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20. Epigenetic targeting of neuropilin-1 prevents bypass signaling in drug-resistant breast cancer
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Saeed S. Akhand, Juan Sebastian Paez, Wells S. Brown, Sarah Libring, W. Andy Tao, Ammara Abdullah, Luis Solorio, Michael Badamy, Emily Dykuizen, Michael K. Wendt, and Li Pan
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0301 basic medicine ,Cancer Research ,Epithelial-Mesenchymal Transition ,Neuropilins ,medicine.medical_treatment ,Mice, Nude ,Apoptosis ,Breast Neoplasms ,Biology ,Fibroblast growth factor ,Article ,Epigenesis, Genetic ,Mice ,03 medical and health sciences ,Breast cancer ,Targeted therapies ,0302 clinical medicine ,Target identification ,Neuropilin 1 ,Biomarkers, Tumor ,Tumor Cells, Cultured ,Genetics ,medicine ,Animals ,Humans ,Receptor, Fibroblast Growth Factor, Type 1 ,Epithelial–mesenchymal transition ,Protein Kinase Inhibitors ,Molecular Biology ,Cell Proliferation ,Mice, Inbred BALB C ,Cell growth ,Growth factor ,Fibroblast growth factor receptor 1 ,Oncogenes ,Xenograft Model Antitumor Assays ,Neuropilin-1 ,Gene Expression Regulation, Neoplastic ,030104 developmental biology ,Drug Resistance, Neoplasm ,Fibroblast growth factor receptor ,030220 oncology & carcinogenesis ,Cancer research ,Female ,Cancer imaging - Abstract
Human epidermal growth factor receptor 2 (HER2)-amplified breast cancers are treated using targeted antibodies and kinase inhibitors, but resistance to these therapies leads to systemic tumor recurrence of metastatic disease. Herein, we conducted gene expression analyses of HER2 kinase inhibitor-resistant cell lines as compared to their drug-sensitive counterparts. These data demonstrate the induction of epithelial–mesenchymal transition (EMT), which included enhanced expression of fibroblast growth factor receptor 1 (FGFR1) and axonal guidance molecules known as neuropilins (NRPs). Immunoprecipitation of FGFR1 coupled with mass spectroscopy indicated that FGFR1 forms a physical complex with NRPs, which is enhanced upon induction of EMT. Confocal imaging revealed that FGFR1 and NRP1 predominantly interact throughout the cytoplasm. Along these lines, short hairpin RNA-mediated depletion of NRP1, but not the use of NRP1-blocking antibodies, inhibited FGFR signaling and reduced tumor cell growth in vitro and in vivo. Our results further indicate that NRP1 upregulation during EMT is mediated via binding of the chromatin reader protein, bromodomain containing 4 (BRD4) in the NRP1 proximal promoter region. Pharmacological inhibition of BRD4 decreased NRP1 expression and ablated FGF-mediated tumor cell growth. Overall, our studies indicate that NRPs facilitate aberrant growth factor signaling during EMT-associated drug resistance and metastasis. Pharmacological combination of epigenetic modulators with FGFR-targeted kinase inhibitors may provide improved outcomes for breast cancer patients with drug-resistant metastatic disease.
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- 2020
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21. CDK8 is associated with RAP2.6 and SnRK2.6 and positively modulates abscisic acid signaling and drought response inArabidopsis
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Jian-Kang Zhu, W. Andy Tao, Yuan Li, Tao Hu, Pengcheng Guo, Chunzhao Zhao, Yingfang Zhu, Tesfaye Mengiste, Kai Tang, Leelyn Chong, Xiaoli Sun, Pengcheng Huang, Chuan-Chih Hsu, Gaobo Yu, Wei Gao, and Yun Zhou
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0106 biological sciences ,0301 basic medicine ,Physiology ,Arabidopsis ,RNA polymerase II ,Plant Science ,Protein Serine-Threonine Kinases ,01 natural sciences ,03 medical and health sciences ,chemistry.chemical_compound ,Mediator ,Gene Expression Regulation, Plant ,Stress, Physiological ,Transcription (biology) ,Abscisic acid ,biology ,Arabidopsis Proteins ,fungi ,food and beverages ,Promoter ,Cyclin-Dependent Kinase 8 ,biology.organism_classification ,Droughts ,Cell biology ,030104 developmental biology ,chemistry ,biology.protein ,Cyclin-dependent kinase 8 ,Chromatin immunoprecipitation ,Abscisic Acid ,Transcription Factors ,010606 plant biology & botany - Abstract
CDK8 is a key subunit of Mediator complex, a large multiprotein complex that is a fundamental part of the conserved eukaryotic transcriptional machinery. However, the biological functions of CDK8 in plant abiotic stress responses remain largely unexplored. Here, we demonstrated CDK8 as a critical regulator in the abscisic acid (ABA) signaling and drought response pathways in Arabidopsis. Compared to wild-type, cdk8 mutants showed reduced sensitivity to ABA, impaired stomatal apertures and hypersensitivity to drought stress. Transcriptomic and chromatin immunoprecipitation analysis revealed that CDK8 positively regulates the transcription of several ABA-responsive genes, probably through promoting the recruitment of RNA polymerase II to their promoters. We discovered that both CDK8 and SnRK2.6 interact physically with an ERF/AP2 transcription factor RAP2.6, which can directly bind to the promoters of RD29A and COLD-REGULATED 15A (COR15A) with GCC or DRE elements, thereby promoting their expression. Importantly, we also showed that CDK8 is essential for the ABA-induced expression of RAP2.6 and RAP2.6-mediated upregulation of ABA-responsive genes, indicating that CDK8 could link the SnRK2.6-mediated ABA signaling to RNA polymerase II to promote immediate transcriptional response to ABA and drought signals. Overall, our data provide new insights into the roles of CDK8 in modulating ABA signaling and drought responses.
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- 2020
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22. Plasma-Derived Extracellular Vesicle Phosphoproteomics through Chemical Affinity Purification
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W. Andy Tao, Marco Hadisurya, Jie Sun, Anton Iliuk, Li Li, Ronald S. Boris, and Xiaofeng Wu
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Phosphopeptides ,0301 basic medicine ,030102 biochemistry & molecular biology ,Chemistry ,Phosphoproteomics ,Cancer ,General Chemistry ,Extracellular vesicle ,Phosphoproteins ,medicine.disease ,Proteomics ,Biochemistry ,Article ,Mass Spectrometry ,Microvesicles ,Extracellular Vesicles ,03 medical and health sciences ,030104 developmental biology ,Renal cell carcinoma ,Chemical affinity ,medicine ,Humans ,Ultracentrifugation ,Kidney cancer - Abstract
The invasive nature and the pain caused to patients inhibit the routine use of tissue biopsy-based procedures for cancer diagnosis and surveillance. The analysis of extracellular vesicles (EVs) from biofluids has recently gained significant traction in the liquid biopsy field. EVs offer an essential "snapshot" of their precursor cells in real time and contain an information-rich collection of nucleic acids, proteins, lipids, and so on. The analysis of protein phosphorylation, as a direct marker of cellular signaling and disease progression could be an important stepping stone to successful liquid biopsy applications. Here we introduce a rapid EV isolation method based on chemical affinity called EVtrap (extracellular vesicle total recovery and purification) for the EV phosphoproteomics analysis of human plasma. By incorporating EVtrap with high-performance mass spectrometry (MS), we were able to identify over 16 000 unique peptides representing 2238 unique EV proteins from just 5 μL of plasma sample, including most known EV markers, with substantially higher recovery levels compared with ultracentrifugation. Most importantly, more than 5500 unique phosphopeptides representing almost 1600 phosphoproteins in EVs were identified using only 1 mL of plasma. Finally, we carried out a quantitative EV phosphoproteomics analysis of plasma samples from patients diagnosed with chronic kidney disease or kidney cancer, identifying dozens of phosphoproteins capable of distinguishing disease states from healthy controls. The study demonstrates the potential feasibility of our robust analytical pipeline for cancer signaling monitoring by tracking plasma EV phosphorylation.
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- 2020
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23. Low molecular weight protein phosphatase APH mediates tyrosine dephosphorylation and ABA response in Arabidopsis
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Yanyan Du, Shaojun Xie, Yubei Wang, Yu Ma, Bei Jia, Xue Liu, Jingkai Rong, Rongxia Li, Xiaohong Zhu, Chun-Peng Song, W. Andy Tao, and Pengcheng Wang
- Abstract
Low molecular weight protein tyrosine phosphatase (LWM-PTP), also known as acid phosphatase, is a highly conserved tyrosine phosphatase in living organisms. However, the function of LWM-PTP homolog has not been reported yet in plants. Here, we revealed a homolog of acid phosphatase, APH, in Arabidopsis plants, is a functional protein tyrosine phosphatase. The aph mutants are hyposensitive to ABA in post-germination growth. We performed an anti-phosphotyrosine antibody-based quantitative phosphoproteomics in wild-type and aph mutant and identified hundreds of putative targets of APH, including multiple splicing factors and other transcriptional regulators. Consistently, RNA-seq analysis revealed that the expression of ABA-highly-responsive genes is suppressed in aph mutants. Thus, APH regulates the ABA-responsive gene expressions by regulating the tyrosine phosphorylation of multiple splicing factors and other post-transcriptional regulators. We also revealed that Tyr383 in RAF9, a member of B2 and B3 RAF kinases that phosphorylate and activate SnRK2s in the ABA signaling pathway, is a direct target site of APH. Phosphorylation of Tyr383 is essential for RAF9 activity. Our results uncovered a crucial function of APH in ABA-induced tyrosine phosphorylation in Arabidopsis.
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- 2022
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24. Extracellular Vesicles and Their Emerging Roles as Cellular Messengers in Endocrinology: An Endocrine Society Scientific Statement
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Carlos Salomon, Saumya Das, Uta Erdbrügger, Raghu Kalluri, Sai Kiang Lim, Jerrold M Olefsky, Gregory E Rice, Susmita Sahoo, W Andy Tao, Pieter Vader, Qun Wang, and Alissa M Weaver
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Extracellular Vesicles ,Endocrinology ,Endocrinology, Diabetes and Metabolism ,Humans ,Biological Transport ,Cell Communication ,Signal Transduction - Abstract
During the last decade, there has been great interest in elucidating the biological role of extracellular vesicles (EVs), particularly, their hormone-like role in cell-to-cell communication. The field of endocrinology is uniquely placed to provide insight into the functions of EVs, which are secreted from all cells into biological fluids and carry endocrine signals to engage in paracellular and distal interactions. EVs are a heterogeneous population of membrane-bound vesicles of varying size, content, and bioactivity. EVs are specifically packaged with signaling molecules, including lipids, proteins, and nucleic acids, and are released via exocytosis into biofluid compartments. EVs regulate the activity of both proximal and distal target cells, including translational activity, metabolism, growth, and development. As such, EVs signaling represents an integral pathway mediating intercellular communication. Moreover, as the content of EVs is cell-type specific, it is a “fingerprint” of the releasing cell and its metabolic status. Recently, changes in the profile of EV and bioactivity have been described in several endocrine-related conditions including diabetes, obesity, cardiovascular diseases, and cancer. The goal of this statement is to highlight relevant aspects of EV research and their potential role in the field of endocrinology.
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- 2022
25. Data-Independent Acquisition Phosphoproteomics of Urinary Extracellular Vesicles Enables Renal Cell Carcinoma Grade Differentiation
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Marco Hadisurya, Zheng-Chi Lee, Zhuojun Luo, Guiyuan Zhang, Yajie Ding, Hao Zhang, Anton B. Iliuk, Roberto Pili, Ronald S. Boris, and W. Andy Tao
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Molecular Biology ,Biochemistry ,Analytical Chemistry - Abstract
Translating the research capability and knowledge in cancer signaling into clinical settings has been slow and ineffective. Recently, extracellular vesicles (EVs) have emerged as a promising source for developing disease phosphoprotein markers to monitor disease status. This study focuses on the development of a robust data-independent acquisition (DIA) using mass spectrometry to profile urinary EV phosphoproteomics for renal cell cancer (RCC) grades differentiation. We examined gas-phase fractionated (GPF) library, direct DIA, forbidden zones, and several different windowing schemes. After the development of a DIA mass spectrometry method for EV phosphoproteomics, we applied the strategy to identify and quantify urinary EV phosphoproteomes from 57 individuals representing low-grade clear cell RCC, high-grade clear cell RCC, chronic kidney disease (CKD), and healthy control (HC) individuals. Urinary EVs were efficiently isolated by functional magnetic beads and EV phosphopeptides were subsequently enriched by PolyMAC. We quantified 4,057 unique phosphosites and observed that multiple prominent cancer-related pathways, such as ErbB signaling, renal cell carcinoma, and regulation of actin cytoskeleton, were only upregulated in high-grade clear cell RCC, while those correlated with a higher survival rate were elevated in low-grade clear cell RCC only. These results show that EV phosphoproteome analysis utilizing our optimized procedure of EV isolation, phosphopeptide enrichment, and DIA method provides a powerful tool for future clinical applications.
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- 2023
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26. Meeting Report on the 2nd Chinese American Society for Mass Spectrometry (CASMS) Conference Advancing Biological and Pharmaceutical Mass Spectrometry
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Yue Chen, Ying Ge, Xianlin Han, Ling Hao, Tao Huan, Liang Li, Lingjun Li, Wenkui Li, Xiaorong Liang, Yanping Lin, Xiaowen Liu, Yansheng Liu, Shuguang Ma, Junmin Peng, Wilson Shou, Liangliang Sun, W. Andy Tao, Yu Tian, Y. Karen Wang, Yinsheng Wang, Ronghu Wu, Si Wu, Jianguo Xia, Zhibo Yang, Hui Zhang, Shouxun Zhao, Naidong Weng, and Lan Huang
- Subjects
Molecular Biology ,Biochemistry ,Analytical Chemistry - Published
- 2023
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27. Correction: Epigenetic targeting of neuropilin-1 prevents bypass signaling in drug-resistant breast cancer
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Ammara Abdullah, Saeed Salehin Akhand, Juan Sebastian Paez Paez, Wells Brown, Li Pan, Sarah Libring, Michael Badamy, Emily Dykuizen, Luis Solorio, W. Andy Tao, and Michael K. Wendt
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Cancer Research ,Genetics ,Molecular Biology - Published
- 2023
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28. Quantitative proteomics and phosphoproteomics of urinary extracellular vesicles define diagnostic biosignatures for Parkinson’s Disease
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Marco Hadisurya, Li Li, Kananart Kuwaranancharoen, Xiaofeng Wu, Zheng-Chi Lee, Roy N. Alcalay, Shalini Padmanabhan, W. Andy Tao, and Anton Iliuk
- Abstract
Mutations in the leucine-rich repeat kinase 2 (LRRK2) gene have been recognized as genetic risk factors for both familial and sporadic forms of Parkinson’s disease (PD). However, compared to cancer, overall lower genetic mutations contribute to the cause of PD, propelling the search for protein biomarkers for early detection of the disease. Utilizing 141 urine samples from four groups, healthy individuals (control), healthy individuals with G2019S mutation in the LRRK2 gene (non-manifesting carrier/NMC), PD individuals without G2019S mutation (idiopathic PD/iPD), and PD individuals with G2019S mutation (LRRK2 PD), we applied a proteomics strategy to determine potential diagnostic biomarkers for PD from urinary extracellular vesicles (EVs). After efficient isolation of urinary EVs through chemical affinity followed by mass spectrometric analyses of EV peptides and enriched phosphopeptides, we identified and quantified 4,480 unique proteins and 2,682 unique phosphoproteins. We detected multiple proteins and phosphoproteins elevated in PD EVs that are known to be involved in important PD pathways, in particular the autophagy pathway, as well as neuronal cell death, neuroinflammation, and formation of amyloid fibrils. Our data revealed that LRRK2 and its Rab substrates are altered but not significant PD biomarkers. We established two panels of proteins and phosphoproteins as novel candidates for disease and risk biomarkers, and substantiated using ROC, machine learning, clinical correlation, and in-depth network analysis. Several disease biomarkers were further validated in patients with PD using parallel reaction monitoring (PRM) and immunoassay for targeted quantitation. These findings demonstrate a general strategy of utilizing biofluid EV proteome/phosphoproteome as an outstanding and non-invasive source for a wide range of disease exploration.
- Published
- 2022
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29. Proteomic and phosphoproteomic landscape of salivary extracellular vesicles to assess OSCC therapeutical outcomes
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Jie Sun, Xiaole Wang, Yajie Ding, Bolin Xiao, Xinxin Wang, Muhammad Mujahid Ali, Leyao Ma, Zhuoying Xie, Zhongze Gu, Gang Chen, and W. Andy Tao
- Subjects
Molecular Biology ,Biochemistry - Abstract
Circulating extracellular vesicles (EVs) have emerged as an appealing source for surrogates to evaluate the disease status. Herein, we present a novel proteomic strategy to identify proteins and phosphoproteins from salivary EVs to distinguish oral squamous cell carcinoma (OSCC) patients from healthy individuals and explore the feasibility to evaluate therapeutical outcomes. Bi-functionalized magnetic beads (BiMBs) with Ti (IV) ions and a lipid analog, 1,2-Distearoyl-3-sn-glycerophosphoethanolamine (DSPE) are developed to efficiently isolate EVs from small volume of saliva. In the discovery stage, label-free proteomics and phosphoproteomics quantification showed 315 upregulated proteins and 132 upregulated phosphoproteins in OSCC patients among more than 2,500 EV proteins and 1,000 EV phosphoproteins, respectively. We further applied targeted proteomics by coupling parallel reaction monitoring with parallel accumulation-serial fragmentation (prm-PASEF) to measure panels of proteins and phosphoproteins from salivary EVs collected before and after surgical resection. A panel of 3 total proteins and 3 phosphoproteins, most of which have previously been associated with OSCC and other cancer types, show sensitive response to the therapy in individual patients. Our study presents a novel strategy to the discovery of effective biomarkers for non-invasive assessment of OSCC surgical outcomes with small amount of saliva. Significance Statement We reported here the first time to large-scale profile proteins and phosphoproteins in saliva extracellular vesicles (EVs) and demonstrate the feasibility of monitoring EV phosphoproteins to assess therapeutic outcomes with small amount of saliva. Salivary EVs were isolated by a novel bi-functionalized magnetic beads (BiMBs) with high efficiency and specificity, facilitating downstream proteomic and phosphoproteomic analyses and longitudinal measurement of individual patients before and after oral surgery. This article is protected by copyright. All rights reserved.
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- 2023
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30. Identification of Novel Kinases of Tau Using Fluorescence Complementation Mass Spectrometry (FCMS)
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Der-Shyang Kao, Yanyan Du, Andrew G. DeMarco, Sehong Min, Mark C. Hall, Jean-Christophe Rochet, and W. Andy Tao
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Molecular Biology ,Biochemistry ,Analytical Chemistry - Abstract
Hyperphosphorylation of the microtubule-associated protein Tau is a major hallmark of Alzheimer's disease and other tauopathies. Understanding the protein kinases that phosphorylate Tau is critical for the development of new drugs that target Tau phosphorylation. At present, the repertoire of the Tau kinases remains incomplete, and methods to uncover novel upstream protein kinases are still limited. Here, we apply our newly developed proteomic strategy, fluorescence complementation mass spectrometry, to identify novel kinase candidates of Tau. By constructing Tau- and kinase-fluorescent fragment library, we detected 59 Tau-associated kinases, including 23 known kinases of Tau and 36 novel candidate kinases. In the validation phase using in vitro phosphorylation, among 15 candidate kinases we attempted to purify and test, four candidate kinases, OXSR1 (oxidative-stress responsive gene 1), DAPK2 (death-associated protein kinase 2), CSK (C-terminal SRC kinase), and ZAP70 (zeta chain of T-cell receptor-associated protein kinase 70), displayed the ability to phosphorylate Tau in time-course experiments. Furthermore, coexpression of these four kinases along with Tau increased the phosphorylation of Tau in human neuroglioma H4 cells. We demonstrate that fluorescence complementation mass spectrometry is a powerful proteomic strategy to systematically identify potential kinases that can phosphorylate Tau in cells. Our discovery of new candidate kinases of Tau can present new opportunities for developing Alzheimer's disease therapeutic strategies.
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- 2022
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31. Uncovering ubiquitous protein lactylation
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Xiaofeng Wu and W. Andy Tao
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Cell Biology ,Molecular Biology ,Biochemistry ,Biotechnology - Published
- 2022
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32. Mapping proteome-wide targets of protein kinases in plant stress responses
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W. Andy Tao, Chunzhao Zhao, Alberto P. Macho, Jian-Kang Zhu, Peipei Zhu, Yanyan Du, Xing Fu, Pengcheng Wang, Juan Sebastian Paez, Chunguang Zhang, and Chuan-Chih Hsu
- Subjects
0106 biological sciences ,0301 basic medicine ,Proteome ,Arabidopsis ,Biology ,01 natural sciences ,03 medical and health sciences ,Stress, Physiological ,Protein Interaction Mapping ,Protein Interaction Maps ,Phosphorylation ,Protein kinase A ,Multidisciplinary ,Arabidopsis Proteins ,Kinase ,Biological Sciences ,Biotic stress ,Cell biology ,030104 developmental biology ,SOS1 ,Casein kinase 1 ,Protein Kinases ,Function (biology) ,010606 plant biology & botany - Abstract
Protein kinases are major regulatory components in almost all cellular processes in eukaryotic cells. By adding phosphate groups, protein kinases regulate the activity, localization, protein–protein interactions, and other features of their target proteins. It is known that protein kinases are central components in plant responses to environmental stresses such as drought, high salinity, cold, and pathogen attack. However, only a few targets of these protein kinases have been identified. Moreover, how these protein kinases regulate downstream biological processes and mediate stress responses is still largely unknown. In this study, we introduce a strategy based on isotope-labeled in vitro phosphorylation reactions using in vivo phosphorylated peptides as substrate pools and apply this strategy to identify putative substrates of nine protein kinases that function in plant abiotic and biotic stress responses. As a result, we identified more than 5,000 putative target sites of osmotic stress-activated SnRK2.4 and SnRK2.6, abscisic acid-activated protein kinases SnRK2.6 and casein kinase 1-like 2 (CKL2), elicitor-activated protein kinase CDPK11 and MPK6, cold-activated protein kinase MPK6, H 2 O 2 -activated protein kinase OXI1 and MPK6, and salt-induced protein kinase SOS1 and MPK6, as well as the low-potassium-activated protein kinase CIPK23. These results provide comprehensive information on the role of these protein kinases in the control of cellular activities and could be a valuable resource for further studies on the mechanisms underlying plant responses to environmental stresses.
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- 2020
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33. Tracking Pathogen Infections by Time‐Resolved Chemical Proteomics
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Der‐Shyang Kao, W. Andy Tao, Ying Zhang, Mayank Srivastava, Rajdeep Bomjan, Daoguo Zhou, Haojie Lu, and Bing Gu
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Lipopolysaccharides ,Proteomics ,Salmonella typhimurium ,Time Factors ,Ultraviolet Rays ,Quantitative proteomics ,Succinimides ,Computational biology ,Vacuole ,010402 general chemistry ,01 natural sciences ,Article ,Catalysis ,Maleimides ,Pathogen-Host Interactions ,Molecular level ,Bacterial Proteins ,Photo crosslinking ,Humans ,Pathogen ,Principal Component Analysis ,CD11b Antigen ,biology ,010405 organic chemistry ,Macrophages ,General Chemistry ,biology.organism_classification ,0104 chemical sciences ,Molecular Probes ,Host-Pathogen Interactions ,Salmonella Infections ,Bacteria - Abstract
Studying the dynamic interaction between host cells and pathogen is vital but remains technically challenging. We describe herein a time-resolved chemical proteomics strategy enabling host and pathogen temporal interaction profiling (HAPTIP) for tracking the entry of a pathogen into the host cell. A novel multifunctional chemical proteomics probe was introduced to label living bacteria followed by in vivo crosslinking of bacteria proteins to their interacting host-cell proteins at different time points initiated by UV for label-free quantitative proteomics analysis. We observed over 400 specific interacting proteins crosslinked with the probe during the formation of Salmonella-containing vacuole (SCV). This novel chemical proteomics approach provides a temporal interaction profile of host and pathogen in high throughput and would facilitate better understanding of the infection process at the molecular level.
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- 2020
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34. Tracking Pathogen Infections by Time‐Resolved Chemical Proteomics
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Ying Zhang, Der‐Shyang Kao, Bing Gu, Rajdeep Bomjan, Mayank Srivastava, Haojie Lu, Daoguo Zhou, and W. Andy Tao
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0303 health sciences ,03 medical and health sciences ,010405 organic chemistry ,General Medicine ,01 natural sciences ,030304 developmental biology ,0104 chemical sciences - Published
- 2020
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35. A RAF-SnRK2 kinase cascade mediates early osmotic stress signaling in higher plants
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Yuan Li, Jian-Kang Zhu, W. Andy Tao, Yubei Wang, Chuan-Chih Hsu, Tian Sang, Yang Zhao, Pengcheng Wang, Chen Zhu, Xiaolei Liu, Chun-Peng Song, Viswanathan Satheesh, Yanyan Du, Zhen Lin, Zhengjing Zhang, and Pritu Pratibha
- Subjects
0106 biological sciences ,0301 basic medicine ,Osmotic shock ,Science ,DNA Mutational Analysis ,Arabidopsis ,General Physics and Astronomy ,Protein Serine-Threonine Kinases ,01 natural sciences ,General Biochemistry, Genetics and Molecular Biology ,Article ,03 medical and health sciences ,chemistry.chemical_compound ,Osmotic Pressure ,Stress, Physiological ,Arabidopsis thaliana ,Osmotic pressure ,Phosphorylation ,Protein kinase A ,lcsh:Science ,Abscisic acid ,Multidisciplinary ,biology ,Abiotic ,Kinase ,Arabidopsis Proteins ,fungi ,food and beverages ,General Chemistry ,biology.organism_classification ,Phosphoproteins ,Cell biology ,030104 developmental biology ,chemistry ,Plant signalling ,Mutation ,Osmoregulation ,raf Kinases ,lcsh:Q ,Signal transduction ,010606 plant biology & botany ,Protein Binding ,Signal Transduction - Abstract
Osmoregulation is important for plant growth, development and response to environmental changes. SNF1-related protein kinase 2s (SnRK2s) are quickly activated by osmotic stress and are central components in osmotic stress and abscisic acid (ABA) signaling pathways; however, the upstream components required for SnRK2 activation and early osmotic stress signaling are still unknown. Here, we report a critical role for B2, B3 and B4 subfamilies of Raf-like kinases (RAFs) in early osmotic stress as well as ABA signaling in Arabidopsis thaliana. B2, B3 and B4 RAFs are quickly activated by osmotic stress and are required for phosphorylation and activation of SnRK2s. Analyses of high-order mutants of RAFs reveal critical roles of the RAFs in osmotic stress tolerance and ABA responses as well as in growth and development. Our findings uncover a kinase cascade mediating osmoregulation in higher plants., Rapid activation of SnRK2 kinases is central to plant responses to osmotic stress and abscisic acid. Here the authors show that a group of Raf-like kinases are very quickly activated by osmotic stress, and then phosphorylate and activate SnRK2s.
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- 2020
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36. Sequential phosphoproteomics and N-glycoproteomics of plasma-derived extracellular vesicles
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I-Hsuan Chen, W. Andy Tao, Anton Iliuk, and Hillary Andaluz Aguilar
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Proteomics ,Glycosylation ,Computational biology ,Article ,General Biochemistry, Genetics and Molecular Biology ,Extracellular Vesicles ,Plasma ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Protein purification ,Humans ,Biomarker discovery ,Glycoproteins ,030304 developmental biology ,chemistry.chemical_classification ,0303 health sciences ,Phosphopeptide ,Phosphoproteomics ,Phosphoproteins ,Glycoproteomics ,chemistry ,Proteome ,Glycoprotein ,Protein Processing, Post-Translational ,030217 neurology & neurosurgery - Abstract
Extracellular vesicles (EVs) are increasingly being recognized as important vehicles for intercellular communication and as promising sources for biomarker discovery. Because the state of protein post-translational modifications (PTMs) such as phosphorylation and glycosylation can be a key determinant of cellular physiology, comprehensive characterization of protein PTMs in EVs can be particularly valuable for early-stage diagnostics and monitoring of disease status. However, the analysis of PTMs in EVs has been complicated by limited amounts of purified EVs, low-abundance PTM proteins, and interference from proteins and metabolites in biofluids. Recently, we developed an approach to isolate phosphoproteins and glycoproteins in EVs from small volumes of human plasma that enabled us to identify nearly 10,000 unique phosphopeptides and 1,500 unique N-glycopeptides. The approach demonstrated the feasibility of using these data to identify potential markers to differentiate disease from healthy states. Here we present an updated workflow to sequentially isolate phosphopeptides and N-glycopeptides, enabling multiple PTM analyses of the same clinical samples. In this updated workflow, we have improved the reproducibility and efficiency of EV isolation, protein extraction, and phosphopeptide/N-glycopeptide enrichment to achieve sensitive analyses of low-abundance PTMs in EVs isolated from 1 mL of plasma. The modularity of the workflow also allows for the characterization of phospho- or glycopeptides only and enables additional analysis of total proteomes and other PTMs of interest. After blood collection, the protocol takes 2 d, including EV isolation, PTM/peptide enrichment, mass spectrometry analysis, and data quantification.
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- 2019
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37. Tracing Endocytosis by Mass Spectrometry
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W. Andy Tao, Ying Zhang, Linna Wang, and Mayank Srivastava
- Subjects
Caveolae-mediated endocytosis ,chemistry.chemical_compound ,Fluorophore ,Chemistry ,Phagocytosis ,Pinocytosis ,Biophysics ,Receptor-mediated endocytosis ,Endocytosis ,Mass spectrometry - Published
- 2019
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38. Methyltransferase‐like 21e inhibits 26S proteasome activity to facilitate hypertrophy of type IIb myofibers
- Author
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Shihuan Kuang, Chao Wang, Keping Hu, Yaohui Nie, Anna C. Ratliff, Jingjuan Chen, Justine V. Arrington, Feng Yue, Xiaobo Sun, Christine A. Hrycyna, Bin Zhang, Wen Jin, Yan Xiong, and W. Andy Tao
- Subjects
0301 basic medicine ,Proteasome Endopeptidase Complex ,Immunoprecipitation ,Blotting, Western ,Muscle Fibers, Skeletal ,Myostatin ,Real-Time Polymerase Chain Reaction ,Biochemistry ,Muscle hypertrophy ,Bortezomib ,Myoblasts ,Mice ,03 medical and health sciences ,0302 clinical medicine ,Myofibrils ,Genetics ,medicine ,Animals ,Myocyte ,Muscle, Skeletal ,Molecular Biology ,Cells, Cultured ,Mice, Knockout ,biology ,Sequence Analysis, RNA ,Chemistry ,Research ,Cell Differentiation ,Methyltransferases ,Muscle atrophy ,Cell biology ,Blot ,Muscular Atrophy ,030104 developmental biology ,Real-time polymerase chain reaction ,Proteasome ,Mutation ,biology.protein ,Female ,medicine.symptom ,030217 neurology & neurosurgery ,Biotechnology - Abstract
Skeletal muscles contain heterogeneous myofibers that are different in size and contractile speed, with type IIb myofiber being the largest and fastest. Here, we identify methyltransferase-like 21e (Mettl21e), a member of newly classified nonhistone methyltransferases, as a gene enriched in type IIb myofibers. The expression of Mettl21e was strikingly up-regulated in hypertrophic muscles and during myogenic differentiation in vitro and in vivo. Knockdown (KD) of Mettl21e led to atrophy of cultured myotubes, and targeted mutation of Mettl21e in mice reduced the size of IIb myofibers without affecting the composition of myofiber types. Mass spectrometry and methyltransferase assay revealed that Mettl21e methylated valosin-containing protein (Vcp/p97), a key component of the ubiquitin-proteasome system. KD or knockout of Mettl21e resulted in elevated 26S proteasome activity, and inhibition of proteasome activity prevented atrophy of Mettl21e KD myotubes. These results demonstrate that Mettl21e functions to maintain myofiber size through inhibiting proteasome-mediated protein degradation.—Wang, C., Zhang, B., Ratliff, A. C., Arrington, J., Chen, J., Xiong, Y., Yue, F., Nie, Y., Hu, K., Jin, W., Tao, W. A., Hrycyna, C. A., Sun, X., Kuang, S. Methyltransferase-like 21e inhibits 26S proteasome activity to facilitate hypertrophy of type IIb myofibers.
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- 2019
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39. High Throughput Isolation and Data Independent Acquisition Mass Spectrometry (DIA-MS) of Urinary Extracellular Vesicles to Improve Prostate Cancer Diagnosis
- Author
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Hao Zhang, Gui-Yuan Zhang, Wei-Chao Su, Ya-Ting Chen, Yu-Feng Liu, Dong Wei, Yan-Xi Zhang, Qiu-Yi Tang, Yu-Xiang Liu, Shi-Zhi Wang, Wen-Chao Li, Anke Wesselius, Maurice P. Zeegers, Zi-Yu Zhang, Yan-Hong Gu, W. Andy Tao, Evan Yi-Wen Yu, Epidemiologie, RS: NUTRIM - R3 - Respiratory & Age-related Health, and RS: CAPHRI - R5 - Optimising Patient Care
- Subjects
Male ,Prostatic Neoplasms/diagnosis ,Organic Chemistry ,Prostate ,Pharmaceutical Science ,Extracellular Vesicles/metabolism ,prostate cancer ,extracellular vesicles ,liquid biopsy ,diagnostic biomarker ,Analytical Chemistry ,Chemistry (miscellaneous) ,Drug Discovery ,Humans ,Molecular Medicine ,Proteomics/methods ,Physical and Theoretical Chemistry ,Mass Spectrometry/methods - Abstract
Proteomic profiling of extracellular vesicles (EVs) represents a promising approach for early detection and therapeutic monitoring of diseases such as cancer. The focus of this study was to apply robust EV isolation and subsequent data-independent acquisition mass spectrometry (DIA-MS) for urinary EV proteomics of prostate cancer and prostate inflammation patients. Urinary EVs were isolated by functionalized magnetic beads through chemical affinity on an automatic station, and EV proteins were analyzed by integrating three library-base analyses (Direct-DIA, GPF-DIA, and Fractionated DDA-base DIA) to improve the coverage and quantitation. We assessed the levels of urinary EV-associated proteins based on 40 samples consisting of 20 cases and 20 controls, where 18 EV proteins were identified to be differentiated in prostate cancer outcome, of which three (i.e., SERPINA3, LRG1, and SCGB3A1) were shown to be consistently upregulated. We also observed 6 out of the 18 (33%) EV proteins that had been developed as drug targets, while some of them showed protein-protein interactions. Moreover, the potential mechanistic pathways of 18 significantly different EV proteins were enriched in metabolic, immune, and inflammatory activities. These results showed consistency in an independent cohort with 20 participants. Using a random forest algorithm for classification assessment, including the identified EV proteins, we found that SERPINA3, LRG1, or SCGB3A1 add predictable value in addition to age, prostate size, body mass index (BMI), and prostate-specific antigen (PSA). In summary, the current study demonstrates a translational workflow to identify EV proteins as molecular markers to improve the clinical diagnosis of prostate cancer.
- Published
- 2022
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40. Characterization of the microRNA Transcriptomes and Proteomics of Cochlea Tissue-derived Small Extracellular Vesicles From Different Age of Mice After Birth
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Shasha Zhang, Mengyao Tian, Leilei Wu, Xiangyu Ma, Pei Jiang, Leyao Ma, Jingru Ai, Shanying Han, Yuan Zhang, W. Andy Tao, Hairong Xiao, and Renjie Chai
- Subjects
Transcriptome ,viruses ,microRNA ,otorhinolaryngologic diseases ,virus diseases ,sense organs ,respiratory system ,Biology ,Proteomics ,Extracellular vesicles ,Cochlea ,Cell biology - Abstract
The cochlea is an important sensory organ for both balance and sound perception, and the formation of the cochlea is a complex developmental process. The development of the mouse cochlea begins on embryonic day (E)9 and continues until postnatal day (P)21 when the hearing system is considered mature. Small extracellular vesicles (sEVs), with a diameter ranging from 30 nm to 200 nm, have been considered as a significant medium for information communication in both the processing of physiological and pathological. However, there are no studies exploring the role of sEVs in the development of the cochlea. Here, we isolated tissue-derived sEVs from the cochleae of FVB mice at P3, P7, P14, and P21 by ultracentrifugation. These sEVs were first characterized by transmission electron microscopy, nanoparticle tracking analysis, and western blotting. Next, we used small RNA-seq and mass spectrometry to characterize the microRNA transcriptomes and proteomics of cochlear sEVs from mice at different ages. Many microRNAs and proteins were discovered to be related with inner ear development, anatomical structure development, and the auditory nervous system development. These results all suggest that sEVs exist in the cochlea and are likely to be essential for the normal development of the auditory system. Our findings provide many sEV microRNA and protein targets for future studies of the roles of cochlear sEVs.
- Published
- 2021
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41. Characterization of the microRNA transcriptomes and proteomics of cochlear tissue-derived small extracellular vesicles from mice of different ages after birth
- Author
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Pei Jiang, Xiangyu Ma, Shanying Han, Leyao Ma, Jingru Ai, Leilei Wu, Yuan Zhang, Hairong Xiao, Mengyao Tian, W. Andy Tao, Shasha Zhang, and Renjie Chai
- Subjects
Pharmacology ,Proteomics ,Time Factors ,Proteome ,Cell Biology ,Cochlea ,Cellular and Molecular Neuroscience ,Extracellular Vesicles ,Mice ,MicroRNAs ,Gene Ontology ,Tandem Mass Spectrometry ,Molecular Medicine ,Animals ,Transcriptome ,Molecular Biology ,Chromatography, High Pressure Liquid - Abstract
The cochlea is an important sensory organ for both balance and sound perception, and the formation of the cochlea is a complex developmental process. The development of the mouse cochlea begins on embryonic day (E)9 and continues until postnatal day (P)21 when the hearing system is considered mature. Small extracellular vesicles (sEVs), with a diameter ranging from 30 to 200 nm, have been considered a significant medium for information communication in both physiological and pathological processes. However, there are no studies exploring the role of sEVs in the development of the cochlea. Here, we isolated tissue-derived sEVs from the cochleae of FVB mice at P3, P7, P14, and P21 by ultracentrifugation. These sEVs were first characterized by transmission electron microscopy, nanoparticle tracking analysis, and western blotting. Next, we used small RNA-seq and mass spectrometry to characterize the microRNA transcriptomes and proteomes of cochlear sEVs from mice at different ages. Many microRNAs and proteins were discovered to be related to inner ear development, anatomical structure development, and auditory nervous system development. These results all suggest that sEVs exist in the cochlea and are likely to be essential for the normal development of the auditory system. Our findings provide many sEV microRNA and protein targets for future studies of the roles of cochlear sEVs.
- Published
- 2021
42. Universal Sample Preparation Workflow for Plant Phosphoproteomic Profiling
- Author
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Chuan-Chih, Hsu, Justine V, Arrington, and W Andy, Tao
- Subjects
Phosphopeptides ,Proteomics ,Solanum lycopersicum ,Proteome ,Arabidopsis ,Phosphorylation ,Phosphoproteins ,Mass Spectrometry ,Workflow - Abstract
Mass spectrometry (MS)-based phosphoproteomics is a powerful tool for investigating cell signaling, yet it remains challenging to study plant phosphoproteomes due to the low yield of cell lysis and high complexity of plant lysate. Here we report a streamlined sample preparation workflow to analyze plant phosphoproteomes in a high-throughput manner. This workflow addresses the problem of low yield in the lysis step and eliminates the interferences of pigments and metabolites in plant lysate. Integrating chemical labeling and high pH reverse phase fractionation with this workflow achieves in-depth phosphoproteomic coverage. Notably, the scalability of this approach is demonstrated by systematically analyzing the effect of long-term cold stress in the perturbation of the tomato phosphoproteome. Identification of more than 30,000 phosphopeptides from tomato leaves and more than 5000 kinase-substrate pairs from Arabidopsis create the largest phosphoproteomic and signaling network resource to date.
- Published
- 2021
43. Phosphatase and Kinase Substrate Specificity Profiling with Pooled Synthetic Peptides and Mass Spectrometry
- Author
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Andrew G, DeMarco, Pete E, Pascuzzi, W Andy, Tao, and Mark C, Hall
- Subjects
Proteomics ,Peptide Library ,Tandem Mass Spectrometry ,Computational Biology ,Phosphorylation ,Peptides ,Protein Kinases ,Phosphoric Monoester Hydrolases ,Chromatography, Liquid ,High-Throughput Screening Assays ,Substrate Specificity - Abstract
Reversible phosphorylation is a pervasive regulatory event in cellular physiology controlled by reciprocal actions of protein kinases and phosphatases. Determining the inherent substrate specificity of kinases and phosphatases is essential for understanding their cellular roles. Synthetic peptides have long served as substrate proxies for defining intrinsic kinase and phosphatase specificities. Here, we describe a high throughput protocol to simultaneously measure specificity constants (k
- Published
- 2021
44. Proteomics, Phosphoproteomics and Mirna Analysis of Circulating Extracellular Vesicles through Automated and High-Throughput Isolation
- Author
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Hao Zhang, Yu-Han Cai, Yajie Ding, Guiyuan Zhang, Yufeng Liu, Jie Sun, Yuchen Yang, Zhen Zhan, Anton Iliuk, Zhongze Gu, Yanhong Gu, and W. Andy Tao
- Subjects
Male ,Proteomics ,extracellular vesicles ,miRNA ,phosphoproteomics ,mass spectrometry ,prostate cancer ,Extracellular Vesicles ,MicroRNAs ,Humans ,Prostatic Neoplasms ,Reproducibility of Results ,General Medicine ,Phosphoproteins - Abstract
Extracellular vesicles (EVs) play an important role in the diagnosis and treatment of diseases because of their rich molecular contents involved in intercellular communication, regulation, and other functions. With increasing efforts to move the field of EVs to clinical applications, the lack of a practical EV isolation method from circulating biofluids with high throughput and good reproducibility has become one of the biggest barriers. Here, we introduce a magnetic bead-based EV enrichment approach (EVrich) for automated and high-throughput processing of urine samples. Parallel enrichments can be performed in 96-well plates for downstream cargo analysis, including EV characterization, miRNA, proteomics, and phosphoproteomics analysis. We applied the instrument to a cohort of clinical urine samples to achieve reproducible identification of an average of 17,000 unique EV peptides and an average of 2800 EV proteins in each 1 mL urine sample. Quantitative phosphoproteomics revealed 186 unique phosphopeptides corresponding to 48 proteins that were significantly elevated in prostate cancer patients. Among them, multiple phosphoproteins were previously reported to associate with prostate cancer. Together, EVrich represents a universal, scalable, and simple platform for EV isolation, enabling downstream EV cargo analyses for a broad range of research and clinical applications.
- Published
- 2022
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45. Universal Sample Preparation Workflow for Plant Phosphoproteomic Profiling
- Author
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W. Andy Tao, Justine V. Arrington, and Chuan-Chih Hsu
- Subjects
Profiling (computer programming) ,Workflow ,biology ,Chemistry ,High complexity ,Arabidopsis ,Phosphoproteomics ,food and beverages ,Sample preparation ,Computational biology ,biology.organism_classification ,Chemical labeling ,Cold stress - Abstract
Mass spectrometry (MS)-based phosphoproteomics is a powerful tool for investigating cell signaling, yet it remains challenging to study plant phosphoproteomes due to the low yield of cell lysis and high complexity of plant lysate. Here we report a streamlined sample preparation workflow to analyze plant phosphoproteomes in a high-throughput manner. This workflow addresses the problem of low yield in the lysis step and eliminates the interferences of pigments and metabolites in plant lysate. Integrating chemical labeling and high pH reverse phase fractionation with this workflow achieves in-depth phosphoproteomic coverage. Notably, the scalability of this approach is demonstrated by systematically analyzing the effect of long-term cold stress in the perturbation of the tomato phosphoproteome. Identification of more than 30,000 phosphopeptides from tomato leaves and more than 5000 kinase-substrate pairs from Arabidopsis create the largest phosphoproteomic and signaling network resource to date.
- Published
- 2021
- Full Text
- View/download PDF
46. Phosphatase and Kinase Substrate Specificity Profiling with Pooled Synthetic Peptides and Mass Spectrometry
- Author
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W. Andy Tao, Andrew G. DeMarco, Mark C. Hall, and Pete E. Pascuzzi
- Subjects
chemistry.chemical_classification ,0303 health sciences ,Chemistry ,Kinase ,Cdc14 ,030302 biochemistry & molecular biology ,Phosphatase ,Substrate (chemistry) ,Peptide ,Mass spectrometry ,03 medical and health sciences ,Enzyme ,Biochemistry ,Enzyme kinetics ,030304 developmental biology - Abstract
Reversible phosphorylation is a pervasive regulatory event in cellular physiology controlled by reciprocal actions of protein kinases and phosphatases. Determining the inherent substrate specificity of kinases and phosphatases is essential for understanding their cellular roles. Synthetic peptides have long served as substrate proxies for defining intrinsic kinase and phosphatase specificities. Here, we describe a high throughput protocol to simultaneously measure specificity constants (kcat/KM) of many synthetic peptide substrates in a single pool using label-free quantitative mass spectrometry. The generation of specificity constants from a single pooled reaction provides a rigorous and rapid comparison of substrate variants to help define an enzyme's specificity. Equally applicable to kinases and phosphatases, as well as other enzyme classes, the protocol consists of three general steps: (1) reaction of enzyme with pooled peptide substrates, each ideally with a unique mass and at concentrations well below KM, (2) analysis of reaction products using liquid chromatography-coupled mass spectrometry (LC-MS), and (3) automated extraction and integration of elution peaks for each substrate/product pair. We incorporate an ionization correction strategy allowing direct calculation of reaction progress, and subsequently kcat/KM, from substrate and product peak areas in a single sample, obviating the need for stable isotope labeling. Peptide consumption is minimal, and high peptide purity and accurate concentrations are not required. Access to a high-resolution LC-MS system is the only nonstandard equipment need. We present an analysis pipeline consisting entirely of established open-source software tools, and demonstrate proof of principle with the highly selective cell cycle phosphatase Cdc14 from Saccharomyces cerevisiae.
- Published
- 2021
- Full Text
- View/download PDF
47. Profiling Glycoproteins on Functionalized Reverse Phase Protein Array
- Author
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Anton Iliuk, W. Andy Tao, Ying Zhang, and Liyuan Zhang
- Subjects
0301 basic medicine ,Protein glycosylation ,chemistry.chemical_classification ,Glycosylation ,medicine.diagnostic_test ,Reverse phase protein lysate microarray ,Computational biology ,Highly sensitive ,03 medical and health sciences ,Specific antibody ,chemistry.chemical_compound ,030104 developmental biology ,0302 clinical medicine ,chemistry ,030220 oncology & carcinogenesis ,Immunoassay ,Tissue extracts ,medicine ,Glycoprotein - Abstract
Reverse phase protein array (RPPA), a high-throughput, parallel immunoassay in a dot-blot format, is a powerful tool to quantitatively profile protein expression in multiple samples simultaneously using small amounts of material. Despite its success, analysis of post-translationally modified (PTM) proteins has been limited in RPPA assays, primarily due to relatively low availability of antibodies specific to proteins of PTMs, e.g., glycosylation. Moreover, the high matrix complexity, with tens of thousands of proteins in cell lysates or tissue extracts and the low abundance of proteins with PTMs, makes it extremely challenging to detect these proteins with PTMs. Therefore, there is an urgent need to fill this gap, which would greatly contribute to the analysis of a specific PTM by RPPA. In this chapter, we introduce a novel RPPA platform, termed polymer-based reverse phase glycoprotein array (polyGPA), to measure the variation of glycosylation patterns on a three-dimensionally functionalized RPPA. Without the need of specific antibody towards glycosylation, polyGPA represents a highly sensitive strategy to analyze protein glycosylation in multiple complex biological samples in parallel.
- Published
- 2020
- Full Text
- View/download PDF
48. Profiling Glycoproteins on Functionalized Reverse Phase Protein Array
- Author
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Ying, Zhang, Liyuan, Zhang, Anton, Iliuk, and W Andy, Tao
- Subjects
Glycosylation ,Proteome ,Immunoblotting ,Protein Array Analysis ,Animals ,Humans ,Protein Processing, Post-Translational ,Glycoproteins - Abstract
Reverse phase protein array (RPPA), a high-throughput, parallel immunoassay in a dot-blot format, is a powerful tool to quantitatively profile protein expression in multiple samples simultaneously using small amounts of material. Despite its success, analysis of post-translationally modified (PTM) proteins has been limited in RPPA assays, primarily due to relatively low availability of antibodies specific to proteins of PTMs, e.g., glycosylation. Moreover, the high matrix complexity, with tens of thousands of proteins in cell lysates or tissue extracts and the low abundance of proteins with PTMs, makes it extremely challenging to detect these proteins with PTMs. Therefore, there is an urgent need to fill this gap, which would greatly contribute to the analysis of a specific PTM by RPPA. In this chapter, we introduce a novel RPPA platform, termed polymer-based reverse phase glycoprotein array (polyGPA), to measure the variation of glycosylation patterns on a three-dimensionally functionalized RPPA. Without the need of specific antibody towards glycosylation, polyGPA represents a highly sensitive strategy to analyze protein glycosylation in multiple complex biological samples in parallel.
- Published
- 2020
49. Glass Fiber-Supported Hybrid Monolithic Spin Tip for Enrichment of Phosphopeptides from Urinary Extracellular Vesicles
- Author
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Haiyang Zhang, W. Andy Tao, Yajie Ding, Zhen Zhan, Yuchen Yang, Yuanyuan Deng, Hao Zhang, Xinyi Liu, Chenxi Yang, Leyao Ma, Anton Iliuk, Jie Sun, and Yanhong Gu
- Subjects
Cell lysates ,Male ,Phosphopeptides ,Glass fiber ,010402 general chemistry ,01 natural sciences ,Extracellular vesicles ,Article ,Analytical Chemistry ,Extracellular Vesicles ,Humans ,Biomarker discovery ,Monolith ,Titanium ,geography ,Chromatography ,geography.geographical_feature_category ,Chemistry ,010401 analytical chemistry ,Pipette ,Phosphoproteomics ,Analytic Sample Preparation Methods ,Prostatic Neoplasms ,0104 chemical sciences ,Stationary phase ,Glass - Abstract
Extracellular vesicles (EVs) are attracting increasing interest with their intriguing role in intercellular communications. Protein phosphorylation in EVs is of great importance for understanding intercellular signaling processes. However, the study of EV phosphoproteomics is impeded by their relatively low amount in limited clinical sample volumes, and it is necessary to have a sensitive and efficient enrichment method for EV phosphopeptides. Herein, a novel Ti(IV)-functionalized and glass fiber-supported hybrid monolithic spin tip, termed PhosTip, was prepared for enriching phosphopeptides from urinary EVs. Glass fiber as the stationary phase positions the hybrid monolith in a standard pipet tip and prevents the monolith from distortion during experiments. The preparation procedure for the new PhosTip is simple and time-saving. The hybrid monolithic PhosTip provides excellent enrichment efficiency of low-abundance phosphopeptides from cell digests and urinary EVs with minimum contamination and sample loss. Using the PhosTip, we demonstrate that 5373 and 336 unique phosphopeptides were identified from 100 and 1 μg of cell lysates, while 3919 and 217 unique phosphopeptides were successfully identified from 10 and 1 mL of urinary samples, respectively. The PhosTip was finally applied to enrich phosphopeptides in urine EVs from prostate cancer patients and healthy controls and quantify 118 up-regulated proteins with phosphosites in prostate cancer samples. These results demonstrated that the PhosTip could be a simple and convenient tool for enriching phosphopeptides from clinical samples and for broader applications in biomarker discovery.
- Published
- 2020
50. Phosphoproteomic Strategy for Profiling Osmotic Stress Signaling in Arabidopsis
- Author
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Chuan-Chih, Hsu, Chia-Feng, Tsai, W Andy, Tao, and Pengcheng, Wang
- Subjects
Phosphopeptides ,Proteomics ,Arabidopsis Proteins ,Osmotic Pressure ,Arabidopsis ,Phosphorylation ,Phosphoproteins ,Mass Spectrometry ,Signal Transduction - Abstract
Protein phosphorylation is crucial for the regulation of enzyme activity and gene expression under osmotic condition. Mass spectrometry (MS)-based phosphoproteomics has transformed the way of studying plant signal transduction. However, requirement of lots of starting materials and prolonged MS measurement time to achieve the depth of coverage has been the limiting factor for the high throughput study of global phosphoproteomic changes in plants. To improve the sensitivity and throughput of plant phosphoproteomics, we have developed a stop and go extraction (stage) tip based phosphoproteomics approach coupled with Tandem Mass Tag (TMT) labeling for the rapid and comprehensive analysis of plant phosphorylation perturbation in response to osmotic stress. Leveraging the simplicity and high throughput of stage tip technique, the whole procedure takes approximately one hour using two tips to finish phosphopeptide enrichment, fractionation, and sample cleaning steps, suggesting an easy-to-use and high efficiency of the approach. This approach not only provides an in-depth plant phosphoproteomics analysis (11,000 phosphopeptide identification) but also demonstrates the superior separation efficiency (5% overlap) between adjacent fractions. Further, multiplexing has been achieved using TMT labeling to quantify the phosphoproteomic changes of wild-type and snrk2 decuple mutant plants. This approach has successfully been used to reveal the phosphorylation events of Raf-like kinases in response to osmotic stress, which sheds light on the understanding of early osmotic signaling in land plants.
- Published
- 2020
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