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1.
Mol Cell Proteomics ; 19(12): 2139-2157, 2020 12.
Article in English | MEDLINE | ID: mdl-33020190

ABSTRACT

Trypsin is the protease of choice in bottom-up proteomics. However, its application can be limited by the amino acid composition of target proteins and the pH of the digestion solution. In this study we characterize ProAlanase, a protease from the fungus Aspergillus niger that cleaves primarily on the C-terminal side of proline and alanine residues. ProAlanase achieves high proteolytic activity and specificity when digestion is carried out at acidic pH (1.5) for relatively short (2 h) time periods. To elucidate the potential of ProAlanase in proteomics applications, we conducted a series of investigations comprising comparative multi-enzymatic profiling of a human cell line proteome, histone PTM analysis, ancient bone protein identification, phosphosite mapping and de novo sequencing of a proline-rich protein and disulfide bond mapping in mAb. The results demonstrate that ProAlanase is highly suitable for proteomics analysis of the arginine- and lysine-rich histones, enabling high sequence coverage of multiple histone family members. It also facilitates an efficient digestion of bone collagen thanks to the cleavage at the C terminus of hydroxyproline which is highly prevalent in collagen. This allows to identify complementary proteins in ProAlanase- and trypsin-digested ancient bone samples, as well as to increase sequence coverage of noncollagenous proteins. Moreover, digestion with ProAlanase improves protein sequence coverage and phosphosite localization for the proline-rich protein Notch3 intracellular domain (N3ICD). Furthermore, we achieve a nearly complete coverage of N3ICD protein by de novo sequencing using the combination of ProAlanase and tryptic peptides. Finally, we demonstrate that ProAlanase is efficient in disulfide bond mapping, showing high coverage of disulfide-containing regions in a nonreduced mAb.


Subject(s)
Disulfides/metabolism , Peptide Hydrolases/metabolism , Proteomics , Trypsin/metabolism , Amino Acid Sequence , Animals , Female , HeLa Cells , Humans , Hydrogen-Ion Concentration , Mammoths , Paleontology , Peptide Hydrolases/chemistry , Phosphorylation , Proteome/metabolism
2.
J Clin Densitom ; 21(1): 3-21, 2018.
Article in English | MEDLINE | ID: mdl-29229501

ABSTRACT

The 18th Annual Santa Fe Bone Symposium was held on August 4-5, 2017, in Santa Fe, New Mexico, USA. The symposium convenes health-care providers and clinical researchers to present and discuss clinical applications of recent advances in research of skeletal diseases. The program includes lectures, oral presentations by endocrinology fellows, case-based panel discussions, and breakout sessions on topics of interest, with emphasis on participation and interaction of all participants. Topics included the evaluation and treatment of adult survivors with pediatric bone diseases, risk assessment and management of atypical femur fractures, nonpharmacologic strategies in the care of osteoporosis, and skeletal effects of parathyroid hormone with opportunities for therapeutic intervention. Management of skeletal complications of rheumatic diseases was discussed. Insights into sequential and combined use of antiresorptive agents were presented. Individualization of patient treatment decisions when clinical practice guidelines may not be applicable was covered. Challenges and opportunities with osteoporosis drug development were discussed. There was an update on progress of Bone Health TeleECHO (Bone Health Extension for Community Healthcare Outcomes), a teleconferencing strategy for sharing knowledge and expanding capacity to deliver best-practice skeletal health care.


Subject(s)
Diphosphonates/therapeutic use , Osteoporosis/drug therapy , Accidental Falls/prevention & control , Diet , Diphosphonates/adverse effects , Drug Development , Exercise , Humans , Life Style , Osteoporosis/complications , Osteoporosis/therapy , Osteoporotic Fractures/etiology , Rheumatic Diseases/complications
3.
Emerg Radiol ; 24(5): 541-546, 2017 Oct.
Article in English | MEDLINE | ID: mdl-28493202

ABSTRACT

PURPOSE: The purpose of this study was to identify factors at the time of presentation which could quickly exclude or identify renal dysfunction in blunt trauma patients, thus negating serum measurement of renal function prior to contrast-enhanced imaging and expediting care. METHODS: Patients, >18 years old, without renal failure, presenting after blunt trauma, with serum creatinine measured at presentation, were retrospectively studied at a single center. Variables recorded at presentation including vitals, mechanism, and past medical history were analyzed using multivariate regression analysis to identify independent predictors of abnormal renal function. RESULTS: From 2009 to 2015, a total of 1099 patients met the inclusion criteria. Of those, 75 (6.8%) had renal dysfunction at presentation. Patients with renal dysfunction had a mean age of 74.3 (SD 15.5) years old, and 57.3% were male. Multivariate analysis identified independent predictors of renal dysfunction at presentation as age ≥ 61 (p < 0.001), hypotension (p = 0.02), and diabetes (p = 0.02). The presence of a single identified factor had an 85% sensitivity for renal dysfunction and a 98.5% negative predictive value. CONCLUSIONS: Impaired renal function at presentation was infrequent in our trauma cohort. Trauma patients who were normotensive, under the age of 61, and without diabetes were unlikely to have impaired renal function at presentation. In the urgent setting of trauma, patients without these comorbidities are likely safe to forgo screening of renal function prior to contrast-enhanced imaging.


Subject(s)
Contrast Media/administration & dosage , Iodine/administration & dosage , Renal Insufficiency/diagnosis , Wounds, Nonpenetrating/diagnostic imaging , Adolescent , Adult , Aged , Female , Humans , Injury Severity Score , Kidney Function Tests , Male , Middle Aged , Retrospective Studies , Risk Factors , Sensitivity and Specificity
5.
N Engl J Med ; 376(14): e28, 2017 04 06.
Article in English | MEDLINE | ID: mdl-28379794
6.
Anal Chem ; 87(23): 11635-40, 2015 Dec 01.
Article in English | MEDLINE | ID: mdl-26537636

ABSTRACT

We present a novel proteomic standard for assessing liquid chromatography-tandem mass spectrometry (LC-MS/MS) instrument performance, in terms of chromatographic reproducibility and dynamic range within a single LC-MS/MS injection. The peptide mixture standard consists of six peptides that were specifically synthesized to cover a wide range of hydrophobicities (grand average hydropathy (GRAVY) scores of -0.6 to 1.9). A combination of stable isotope labeled amino acids ((13)C and (15)N) were inserted to create five isotopologues. By combining these isotopologues at different ratios, they span four orders of magnitude within each distinct peptide sequence. Each peptide, from lightest to heaviest, increases in abundance by a factor of 10. We evaluate several metrics on our quadrupole orbitrap instrument using the 6 × 5 LC-MS/MS reference mixture spiked into a complex lysate background as a function of dynamic range, including mass measurement accuracy (MMA) and the linear range of quantitation of MS1 and parallel reaction monitoring experiments. Detection and linearity of the instrument routinely spanned three orders of magnitude across the gradient (500 fmol to 0.5 fmol on column) and no systematic trend was observed for MMA of targeted peptides as a function of abundance by analysis of variance analysis (p = 0.17). Detection and linearity of the fifth isotopologue (i.e., 0.05 fmol on column) was dependent on the peptide and instrument scan type (MS1 vs PRM). We foresee that this standard will serve as a powerful method to conduct both intra-instrument performance monitoring/evaluation, technology development, and inter-instrument comparisons.


Subject(s)
Chromatography, Liquid/methods , Indicators and Reagents/chemistry , Peptides/chemistry , Proteomics/methods , Tandem Mass Spectrometry/methods , Amino Acids/chemistry , HEK293 Cells , Humans , Hydrophobic and Hydrophilic Interactions , Peptides/chemical synthesis
7.
N Engl J Med ; 370(5): 485-6, 2014 Jan 30.
Article in English | MEDLINE | ID: mdl-24476449
8.
Trans Am Clin Climatol Assoc ; 123: 135-50; discussion 150-1, 2012.
Article in English | MEDLINE | ID: mdl-23303981

ABSTRACT

There are 200,000 new cases of breast cancer (BrCa) annually in the United States. Metastasis to bone signals a life-threatening phase of this disease. Little progress has been made in understanding the pathogenesis of metastasis. Few validated drug targets have been identified. So there is a compelling need to understand the molecular mechanisms by which BrCa metastasizes to bone (osteotropism). There is need for animal models that reflect the complex biology of metastasis in humans. We performed research designed to elucidate the mechanisms of osteotropism from both sides of the tumor-stroma interface. We created an "all human" model in which human bone is transplanted into non-obese diabetic/severe combined immunodeficient immunodeficient (NOD/SCID) mice. Human BrCa cells injected into the mammary fat pad later metastasize to bone. We also found traffic in the opposite direction: bone marrow stem cells migrate from human bone to human breast tumors in the mouse. We are identifying osteotropism genes used by BrCa to metastasize to human bone.


Subject(s)
Bone Neoplasms/secondary , Breast Neoplasms/pathology , Disease Models, Animal , Animals , Bone Transplantation , Bone and Bones/surgery , Cell Movement , Female , Humans , Mice , Mice, Inbred NOD , Mice, SCID , Transplantation, Heterologous
9.
JAMA Netw Open ; 5(3): e221744, 2022 03 01.
Article in English | MEDLINE | ID: mdl-35289860

ABSTRACT

Importance: Crisis standards of care (CSOC) scores designed to allocate scarce resources during the COVID-19 pandemic could exacerbate racial disparities in health care. Objective: To analyze the association of a CSOC scoring system with resource prioritization and estimated excess mortality by race, ethnicity, and residence in a socially vulnerable area. Design, Setting, and Participants: This retrospective cohort analysis included adult patients in the intensive care unit during a regional COVID-19 surge from April 13 to May 22, 2020, at 6 hospitals in a health care network in greater Boston, Massachusetts. Participants were scored by acute severity of illness using the Sequential Organ Failure Assessment score and chronic severity of illness using comorbidity and life expectancy scores, and only participants with complete scores were included. The score was ordinal, with cutoff points suggested by the Massachusetts guidelines. Exposures: Race, ethnicity, Social Vulnerability Index. Main Outcomes and Measures: The primary outcome was proportion of patients in the lowest priority score category stratified by self-reported race. Secondary outcomes were discrimination and calibration of the score overall and by race, ethnicity, and neighborhood Social Vulnerability Index. Projected excess deaths were modeled by race, using the priority scoring system and a random lottery. Results: Of 608 patients in the intensive care unit during the study period, 498 had complete data and were included in the analysis; this population had a median (IQR) age of 67 (56-75) years, 191 (38.4%) female participants, 79 (15.9%) Black participants, and 225 patients (45.7%) with COVID-19. The area under the receiver operating characteristic curve for the priority score was 0.79 and was similar across racial groups. Black patients were more likely than others to be in the lowest priority group (12 [15.2%] vs 34 [8.1%]; P = .046). In an exploratory simulation model using the score for ventilator allocation, with only those in the highest priority group receiving ventilators, there were 43.9% excess deaths among Black patients (18 of 41 patients) and 28.6% (58 of 203 patients among all others (P = .05); when the highest and intermediate priority groups received ventilators, there were 4.9% (2 of 41 patients) excess deaths among Black patients and 3.0% (6 of 203) among all others (P = .53). A random lottery resulted in more excess deaths than the score. Conclusions and Relevance: In this study, a CSOC priority score resulted in lower prioritization of Black patients to receive scarce resources. A model using a random lottery resulted in more estimated excess deaths overall without improving equity by race. CSOC policies must be evaluated for their potential association with racial disparities in health care.


Subject(s)
COVID-19/mortality , Ethnicity/statistics & numerical data , Health Care Rationing/statistics & numerical data , Racial Groups/statistics & numerical data , Residence Characteristics/statistics & numerical data , Standard of Care , Aged , Boston , COVID-19/diagnosis , COVID-19/therapy , Critical Care , Female , Health Priorities , Healthcare Disparities , Hospitalization , Humans , Male , Middle Aged , Organ Dysfunction Scores , Retrospective Studies , Severity of Illness Index , Vulnerable Populations/statistics & numerical data
10.
J Clin Invest ; 118(3): 904-12, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18274675

ABSTRACT

Reducing body myopathy (RBM) is a rare disorder causing progressive muscular weakness characterized by aggresome-like inclusions in the myofibrils. Identification of genes responsible for RBM by traditional genetic approaches has been impossible due to the frequently sporadic occurrence in affected patients and small family sizes. As an alternative approach to gene identification, we used laser microdissection of intracytoplasmic inclusions identified in patient muscle biopsies, followed by nanoflow liquid chromatography-tandem mass spectrometry and proteomic analysis. The most prominent component of the inclusions was the Xq26.3-encoded four and a half LIM domain 1 (FHL1) protein, expressed predominantly in skeletal but also in cardiac muscle. Mutational analysis identified 4 FHL1 mutations in 2 sporadic unrelated females and in 2 families with severely affected boys and less-affected mothers. Transfection of kidney COS-7 and skeletal muscle C2C12 cells with mutant FHL1 induced the formation of aggresome-like inclusions that incorporated both mutant and wild-type FHL1 and trapped other proteins in a dominant-negative manner. Thus, a novel laser microdissection/proteomics approach has helped identify both inherited and de novo mutations in FHL1, thereby defining a new X-linked protein aggregation disorder of muscle.


Subject(s)
Inclusion Bodies/chemistry , Intracellular Signaling Peptides and Proteins/genetics , Muscle Proteins/genetics , Muscular Diseases/genetics , Mutation , Proteomics/methods , Amino Acid Sequence , Genetic Diseases, X-Linked/genetics , Intracellular Signaling Peptides and Proteins/analysis , Intracellular Signaling Peptides and Proteins/chemistry , LIM Domain Proteins , Models, Molecular , Molecular Sequence Data , Muscle Proteins/analysis , Muscle Proteins/chemistry , Muscular Diseases/metabolism , Transfection
11.
Genet Med ; 13(1): 63-6, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21057320

ABSTRACT

PURPOSE: There is an expanding gap between the availability of direct-to-consumer whole genome testing and physician knowledge regarding interpretation of test results. Advances in the genomic literacy of health care providers will be necessary for genomics to exert its potential to affect clinical practice. However, implementation of a major shift in medical education to include genomics is not easily done. The purpose of this educational report is to describe efforts to incorporate knowledge of personalized medicine into a medical school curriculum. METHODS: In this report, we describe the experiences, both good and bad, of a multidisciplinary faculty group that examined ways to improve genomic education at Tufts University School of Medicine during a 16-month period. RESULTS: The results of the faculty's deliberation process resulted in the use of anonymous, rather than student genomes, to teach material on genomic medicine. CONCLUSION: Increased medical school education regarding genomic analysis and personalized medicine is a necessity, both to be able to translate the advances made by the Human Genome Project into improvements in human health and to begin to think of diseases as disruptions in specific pathways. Our experiences illustrate that adding this material to a medical school curriculum is a complex process that deserves careful thought and broad discussion within the academic community.


Subject(s)
Curriculum/standards , Education, Medical , Genetic Testing , Precision Medicine , Genotyping Techniques , Humans , Pilot Projects , Precision Medicine/ethics
12.
Bioconjug Chem ; 22(8): 1605-10, 2011 Aug 17.
Article in English | MEDLINE | ID: mdl-21739966

ABSTRACT

The present study demonstrates pDNA complexes of recombinant silk proteins containing poly(L-lysine) and tumor-homing peptides (THPs), which are globular and approximately 150-250 nm in diameter, show significant enhancement of target specificity to tumor cells by additions of F3 and CGKRK THPs. We report herein the preparation and study of novel nanoscale silk-based ionic complexes containing pDNA able to home specifically to tumor cells. Particular focus was on how the THP, F3 (KDEPQRRSARLSAKPAPPKPEPKPKKAPAKK), and CGKRK, enhanced transfection specificity to tumor cells. Genetically engineered silk proteins containing both poly(L-lysine) domains to interact with pDNA and the THP to bind to specific tumor cells for target-specific pDNA delivery were prepared using Escherichia coli, followed by in vitro and in vivo transfection experiments into MDA-MB-435 melanoma cells and highly metastatic human breast tumor MDA-MB-231 cells. Non-tumorigenic MCF-10A breast epithelial cells were used as a control cell line for in vitro tumor-specific delivery studies. These results demonstrate that combination of the bioengineered silk delivery systems and THP can serve as a versatile and useful new platform for nonviral gene delivery.


Subject(s)
Arthropod Proteins/therapeutic use , Breast Neoplasms/therapy , Gene Transfer Techniques , Genetic Therapy/methods , Melanoma, Experimental/therapy , Animals , Arthropod Proteins/genetics , Breast Neoplasms/pathology , Cell Line, Tumor , Female , Humans , Melanoma, Experimental/pathology , Nanoparticles/therapeutic use , Plasmids/administration & dosage , Plasmids/therapeutic use , Protein Engineering , Silk/genetics , Silk/therapeutic use , Transfection
13.
Anal Biochem ; 416(1): 39-44, 2011 Sep 01.
Article in English | MEDLINE | ID: mdl-21640699

ABSTRACT

Detergents are commonly used in protein-chemistry protocols and may be necessary for protein extraction, solubilization, and denaturation; however, their presence interferes with many downstream analysis techniques, including mass spectrometry (MS). To enable downstream analysis, it is critical to remove unbound detergents from protein and peptide samples. In this study, we describe a high-performance resin that offers exceptional detergent removal for proteins and peptides. When used in a spin column format, this resin dramatically improves protein and peptide MS results by more than 95% removal of 1-5% detergents, including sodium dodecyl sulfate (SDS), sodium deoxycholate, Chaps, Triton X-100, Triton X-114, NP-40, Brij-35, octyl glucoside, octyl thioglucoside, and lauryl maltoside, with high recovery of proteins and peptides. Postcolumn liquid chromatography-tandem MS (LC-MS/MS) analysis of trypsin digests of bovine serum albumin (BSA) and HeLa cell lysate revealed excellent sequence coverage, indicating successful removal of detergent from the peptides. Matrix-assisted laser desorption/ionization (MALDI)-MS analysis of unprocessed and processed samples further confirmed efficient removal of detergents. The advantages of this method include speed (<15min), efficient detergent removal, and high recovery of proteins and peptides.


Subject(s)
Chemical Fractionation/instrumentation , Detergents/isolation & purification , Oligosaccharides/chemistry , Peptides/chemistry , Proteins/chemistry , Resins, Synthetic/chemistry , Animals , Cattle , Chromatography, Liquid , HeLa Cells , Humans , Mass Spectrometry , Serum Albumin, Bovine/chemistry , Surface Properties , Trypsin/chemistry
14.
J Trauma ; 70(1): E1-5, 2011 Jan.
Article in English | MEDLINE | ID: mdl-20693913

ABSTRACT

BACKGROUND: The yield of head computed tomography (CT) for patients who suffered head trauma with a presenting Glasgow Coma Scale (GCS) score of 15 has been reported to be low, even in patients who are anticoagulated or on antiplatelet therapy. We undertook this study to (1) determine the frequency of intracranial hemorrhage in anticoagulated patients and patients on antiplatelet therapy and its impact on clinical management, (2) identify predictors of positive imaging findings, and (3) assess potential differences between anticoagulation and antiplatelet therapy. METHODS: We conducted a retrospective review of the trauma registry at our institution, a Level II trauma center. All trauma registry patients with a minor head injury registered between the years 2004 and 2006 who were taking warfarin or clopidogrel, had a presenting GCS score of 15, and underwent head CT were included in this study. Intracranial hemorrhage on head CT was considered a positive result. RESULTS: One hundred forty-one patients (male, n=67; female, n=74), mean age 79 years (range, 36-101 years), were included in this study. Forty-one patients (29%) were diagnosed with intracranial hemorrhage. Thirty-nine (95%) of these 41 patients underwent reversal and/or discontinuation of clopidogrel and/or warfarin. Five patients required surgical evacuation of an intracranial hemorrhage. Four patients died. Loss of consciousness (Wald=7.468, ß=1.179, p=0.008) predicted a positive CT result. Type of medication (warfarin, aspirin, or clopidogrel) did not reach statistical significance as a predictor of positive result. CONCLUSION: Despite a presenting GCS score of 15, patients with minor head injury from the trauma registry at our institution taking anticoagulation or antiplatelet therapy have a high incidence of intracranial hemorrhage especially after reported loss of consciousness.


Subject(s)
Anticoagulants/adverse effects , Craniocerebral Trauma/complications , Intracranial Hemorrhage, Traumatic/chemically induced , Platelet Aggregation Inhibitors/adverse effects , Ticlopidine/analogs & derivatives , Warfarin/adverse effects , Adult , Aged , Aged, 80 and over , Clopidogrel , Craniocerebral Trauma/diagnostic imaging , Female , Glasgow Coma Scale , Humans , Incidence , Intracranial Hemorrhage, Traumatic/diagnostic imaging , Intracranial Hemorrhage, Traumatic/epidemiology , Intracranial Hemorrhage, Traumatic/etiology , Male , Massachusetts/epidemiology , Middle Aged , Retrospective Studies , Ticlopidine/adverse effects , Tomography, X-Ray Computed , Trauma Centers/statistics & numerical data
18.
ACS Chem Biol ; 16(2): 404-413, 2021 02 19.
Article in English | MEDLINE | ID: mdl-33543920

ABSTRACT

Identification of physiologically relevant targets for lead compounds emerging from drug discovery screens is often the rate-limiting step toward understanding their mechanism of action and potential for undesired off-target effects. To this end, we developed a streamlined chemical proteomic approach utilizing a single, photoreactive cleavable chloroalkane capture tag, which upon attachment to bioactive compounds facilitates selective isolation of their respective cellular targets for subsequent identification by mass spectrometry. When properly positioned, the tag does not significantly affect compound potency and membrane permeability, allowing for binding interactions with the tethered compound (probe) to be established within intact cells under physiological conditions. Subsequent UV-induced covalent photo-cross-linking "freezes" the interactions between the probe and its cellular targets and prevents their dissociation upon cell lysis. Targets cross-linked to the capture tag are then efficiently enriched through covalent capture onto HaloTag coated beads and subsequent selective chemical release from the solid support. The tag's built-in capability for selective enrichment eliminates the need for ligation of a capture tag, thereby simplifying the workflow and reducing variability introduced through additional operational steps. At the same time, the capacity for adequate cross-linking without structural optimization permits modular assembly of photoreactive chloroalkane probes, which reduces the burden of customized chemistry. Using three model compounds, we demonstrate the capability of this approach to identify known and novel cellular targets, including those with low affinity and/or low abundance as well as membrane targets with several transmembrane domains.


Subject(s)
Affinity Labels/chemistry , Azides/chemistry , Cross-Linking Reagents/chemistry , Diazomethane/analogs & derivatives , Hydrocarbons, Chlorinated/chemistry , Proteomics/methods , Affinity Labels/radiation effects , Azides/radiation effects , Chromatography, Liquid , Cross-Linking Reagents/radiation effects , Dasatinib/analogs & derivatives , Dasatinib/pharmacology , Dasatinib/radiation effects , Diazomethane/radiation effects , Histone Deacetylases/analysis , Histone Deacetylases/chemistry , Humans , Hydrocarbons, Chlorinated/radiation effects , Hydrolases/chemistry , K562 Cells , Mass Spectrometry , Propranolol/analogs & derivatives , Propranolol/pharmacology , Propranolol/radiation effects , Protein Kinases/analysis , Protein Kinases/chemistry , Receptors, Adrenergic, alpha-2/analysis , Receptors, Adrenergic, alpha-2/chemistry , Ultraviolet Rays , Vorinostat/analogs & derivatives , Vorinostat/pharmacology , Vorinostat/radiation effects
19.
J Proteome Res ; 9(1): 430-43, 2010 Jan.
Article in English | MEDLINE | ID: mdl-19899826

ABSTRACT

Initiation and maintenance of several cancers including glioblastoma (GBM) may be driven by a small subset of cells called cancer stem cells (CSCs). CSCs may provide a repository of cells in tumor cell populations that are refractory to chemotherapeutic agents developed for the treatment of tumors. STAT3 is a key transcription factor associated with regulation of multiple stem cell types. Recently, a novel autocrine loop (IL-6/STAT3/HIF1alpha) has been observed in multiple tumor types (pancreatic, prostate, lung, and colon). The objective of this study was to probe perturbations of this loop in a glioblastoma cancer stem cell line (GSC11) derived from a human tumor by use of a JAK2/STAT3 phosphorylation inhibitor (WP1193), IL-6 stimulation, and hypoxia. A quantitative phosphoproteomic approach that employed phosphoprotein enrichment, chemical tagging with isobaric tags, phosphopeptide enrichment, and tandem mass spectrometry in a high-resolution instrument was applied. A total of 3414 proteins were identified in this study. A rapid Western blotting technique (<1 h) was used to confirm alterations in key protein expression and phosphorylation levels observed in the mass spectrometric experiments. About 10% of the phosphoproteins were linked to the IL-6 pathway, and the majority of remaining proteins could be assigned to other interlinked networks. By multiple comparisons between the sample conditions, we observed expected changes and gained novel insights into the contribution of each factor to the IL6/STAT3/HIF1alpha autocrine loop and the CSC response to perturbations by hypoxia, inhibition of STAT3 phosphorylation, and IL-6 stimulation.


Subject(s)
Glioblastoma/chemistry , Hypoxia-Inducible Factor 1, alpha Subunit/metabolism , Interleukin-6/metabolism , Neoplastic Stem Cells/chemistry , Phosphoproteins/analysis , Proteome/analysis , STAT3 Transcription Factor/metabolism , Blotting, Western , Chemokines/metabolism , Chromatography, Liquid/methods , Glioblastoma/metabolism , Humans , Hypoxia/metabolism , Models, Biological , Neoplastic Stem Cells/metabolism , Nitric Oxide Synthase Type II/metabolism , Phosphopeptides/analysis , Phosphopeptides/metabolism , Phosphoproteins/metabolism , Phosphorylation , Proteome/metabolism , Signal Transduction , Tandem Mass Spectrometry/methods , Tryptophan/metabolism
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