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1.
Cancers (Basel) ; 15(18)2023 Sep 08.
Article in English | MEDLINE | ID: mdl-37760447

ABSTRACT

Differentiated non-medullary thyroid cancer (NMTC) can be effectively treated by surgery followed by radioactive iodide therapy. However, a small subset of patients shows recurrence due to a loss of iodide transport, a phenotype frequently associated with BRAF V600E mutations. In theory, this should enable the use of existing targeted therapies specifically designed for BRAF V600E mutations. However, in practice, generic or specific drugs aimed at molecular targets identified by next generation sequencing (NGS) are not always beneficial. Detailed kinase profiling may provide additional information to help improve therapy success rates. In this study, we therefore investigated whether serine/threonine kinase (STK) activity profiling can accurately classify benign thyroid lesions and NMTC. We also determined whether dabrafenib (BRAF V600E-specific inhibitor), as well as sorafenib and regorafenib (RAF inhibitors), can differentiate BRAF V600E from non-BRAF V600E thyroid tumors. Using 21 benign and 34 malignant frozen thyroid tumor samples, we analyzed serine/threonine kinase activity using PamChip®peptide microarrays. An STK kinase activity classifier successfully differentiated malignant (26/34; 76%) from benign tumors (16/21; 76%). Of the kinases analyzed, PKC (theta) and PKD1 in particular, showed differential activity in benign and malignant tumors, while oncocytic neoplasia or Graves' disease contributed to erroneous classifications. Ex vivo BRAF V600E-specific dabrafenib kinase inhibition identified 6/92 analyzed peptides, capable of differentiating BRAF V600E-mutant from non-BRAF V600E papillary thyroid cancers (PTCs), an effect not seen with the generic inhibitors sorafenib and regorafenib. In conclusion, STK activity profiling differentiates benign from malignant thyroid tumors and generates unbiased hypotheses regarding differentially active kinases. This approach can serve as a model to select novel kinase inhibitors based on tissue analysis of recurrent thyroid and other cancers.

2.
Int J Cancer ; 149(5): 1166-1180, 2021 09 01.
Article in English | MEDLINE | ID: mdl-33890294

ABSTRACT

Signal transduction via protein kinases is of central importance in cancer biology and treatment. However, the clinical success of kinase inhibitors is often hampered by a lack of robust predictive biomarkers, which is also caused by the discrepancy between kinase expression and activity. Therefore, there is a need for functional tests to identify aberrantly activated kinases in individual patients. Here we present a systematic analysis of the tyrosine kinases in head and neck cancer using such a test-functional kinome profiling. We detected increased tyrosine kinase activity in tumors compared with their corresponding normal tissue. Moreover, we identified members of the family of Src kinases (Src family kinases [SFK]) to be aberrantly activated in the majority of the tumors, which was confirmed by additional methods. We could also show that SFK hyperphosphorylation is associated with poor prognosis, while inhibition of SFK impaired cell proliferation, especially in cells with hyperactive SFK. In summary, functional kinome profiling identified SFK to be frequently hyperactivated in head and neck squamous cell carcinoma. SFK may therefore be potential therapeutic targets. These results furthermore demonstrate how functional tests help to increase our understanding of cancer biology and support the expansion of precision oncology.


Subject(s)
Biomarkers, Tumor/metabolism , Head and Neck Neoplasms/pathology , src-Family Kinases/metabolism , Head and Neck Neoplasms/drug therapy , Head and Neck Neoplasms/metabolism , Humans , Phosphorylation , Prognosis , Protein Kinase Inhibitors/pharmacology , Retrospective Studies , Survival Rate , Tissue Array Analysis , Tumor Cells, Cultured , src-Family Kinases/antagonists & inhibitors
3.
Clin Proteomics ; 18(1): 8, 2021 Feb 18.
Article in English | MEDLINE | ID: mdl-33602116

ABSTRACT

BACKGROUND: Based on their potential to analyze aberrant cellular signaling in relation to biological function, kinase activity profiling in tumor biopsies by peptide microarrays and mass spectrometry-based phosphoproteomics may guide selection of protein kinase inhibitors in patients with cancer. Variable tissue handling procedures in clinical practice may influence protein phosphorylation status and kinase activity and therewith may hamper biomarker discovery. Here, the effect of cold ischemia time (CIT) on the stability of kinase activity and protein phosphorylation status in fresh-frozen clinical tissue samples was studied using peptide microarrays and mass spectrometry-based phosphoproteomics. METHODS: Biopsies of colorectal cancer resection specimens from five patients were collected and snap frozen immediately after surgery and at 6 additional time points between 0 and 180 min of CIT. Kinase activity profiling was performed for all samples using a peptide microarray. MS-based global phosphoproteomics was performed in tumors from 3 patients at 4 time points. Statistical and cluster analyses were performed to analyze changes in kinase activity and phosphoproteome resulting from CIT. RESULTS: Unsupervised cluster analysis of kinase activity and phosphoproteome data revealed that samples from the same patients cluster together. Continuous ANOVA analysis of all 7 time points for 5 patient samples resulted in 4 peptides out of 210 (2%) with significantly (p < 0.01 and fold change > 2) altered signal intensity in time. In 4 out of 5 patients tumor kinase activity was stable with CIT. MS-based phosphoproteomics resulted in the detection of 10,488 different phosphopeptides with on average 6044 phosphopeptides per tumor sample. 2715 phosphopeptides were detected in all samples at time point 0, of which 90 (3.3%) phosphopeptides showed significant changes in intensity with CIT (p < 0.01). Only two phosphopeptides were significantly changed in all time points, including one peptide (PKP3) with a fold change > 2. CONCLUSIONS: The vast majority of the phosphoproteome as well as the activity of protein kinases in colorectal cancer resection tissue is stable up to 180 min of CIT and reflects tumor characteristics. However, specific changes in kinase activity with increasing CIT were observed. Therefore, stringent tissue collection procedures are advised to minimize changes in kinase activity during CIT.

4.
Eur J Cancer ; 144: 17-30, 2021 02.
Article in English | MEDLINE | ID: mdl-33316635

ABSTRACT

INTRODUCTION: High fidelity between non-small cell lung cancer (NSCLC) primary tumours and patient-derived tumour xenografts (PDTXs) is of paramount relevance to spur their application. Extensive proteomic and kinomic analysis of these preclinical models are missing and may inform about their functional status, in terms of phosphopeptides and hyperactive signalling pathways. METHODS: We investigated tumour xenografts derived from patients with NSCLC to identify hyperactive signalling pathways. Fresh tumour fragments from 81 NSCLC surgical samples were implanted in Nod/Scid/Gamma mice, and engrafted tumours were compared with primary specimens by morphology, immunohistochemistry, gene mutation analyses, and kinase activity profiling. Four different tyrosine and serine/threonine kinase inhibitors were tested against primary tumour and PDTX lysates using the PamGene peptide microarray platform. RESULTS: The engraftment rate was 33%, with successful engraftment being more associated with poor clinical outcomes. Genomic profiles led to the recognition of hotspot mutations, some of which were initially undetected in donor samples. Kinomic analyses showed that characteristics of primary tumours were retained in PDTXs, and tyrosine kinase inhibitors (TKIs) responses of individual PDTX lines were either expected, based on the genetic status, or alternatively defined suitable targets unpredictable by single-genome fingerprints. CONCLUSIONS: Collectively, PDTXs mostly resembled their parental NSCLC. Combining genomic and kinomic analyses of tumour xenografts derived from patients with NSCLC, we identified patients' specific targetable pathways, confirming PDTXs as a preclinical tool for biomarker identification and therapeutic algorithm'' improvement.


Subject(s)
Carcinoma, Non-Small-Cell Lung/pathology , Gene Expression Regulation, Enzymologic , Gene Expression Regulation, Neoplastic , Lung Neoplasms/pathology , Protein Kinase Inhibitors/therapeutic use , Protein Kinases/metabolism , Aged , Animals , Apoptosis , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/enzymology , Cell Proliferation , Female , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/enzymology , Male , Mice , Mice, Inbred NOD , Mice, SCID , Prognosis , Protein Kinases/chemistry , Survival Rate , Tumor Cells, Cultured , Xenograft Model Antitumor Assays
5.
Cancers (Basel) ; 12(2)2020 02 22.
Article in English | MEDLINE | ID: mdl-32098410

ABSTRACT

Mitogen-activated protein kinase (MAPK) inhibition with the combination of BRAF (Rapidly Accelerated Fibrosarcoma) and MEK (Mitogen-activated protein kinase kinase) inhibitors has become the standard of first-line therapy of metastatic melanoma harbouring BRAF V600 mutations. However, about half of the patients present with primary resistance while the remaining develop secondary resistance under prolonged treatment. Thus, there is a need for predictive biomarkers for sensitivity and/or resistance to further refine the patient population likely to benefit from MAPK inhibitors. In this study, we explored a top-down approach using a multiplex kinase assay, first, to discover a kinome signature predicting sensitivity, intrinsic and acquired resistance to MAPK inhibitors in melanoma, and second, to understand the mechanism of resistance using cell lines. Pre-dose tissues from patients (four responders and three non-responders to BRAFi monotherapy) were profiled for phosphotyrosine kinase (PTK) and serine-threonine kinase (STK) activities on a PamChip® peptide microarray in the presence and absence of ex vivo BRAFi. In addition, molecular studies were conducted on four sensitive parental lines, their offspring with acquired resistance to BRAFi and two lines with intrinsic resistance. PTK and STK activities in cell lysates were measured in the presence and absence of ex vivo BRAFi and/or MEKi. In tissue lysates, concentration-dependent ex vivo inhibition of STK and PTK activities with dabrafenib was stronger in responders than in non-responders. This difference was confirmed in cell lines comparing sensitive and resistant ones. Interestingly, common features of resistance were increased activity of receptor tyrosine kinases, Proto-oncogene tyrosine-protein kinase Src (Src) family kinases and protein kinase B (PKB, AKT) signalling. These latter results were confirmed by Western blots. While dabrafenib alone showed an inhibition of STK and PTK activities in both tissues and cell lines, the combination of dabrafenib and trametinib showed an antagonism on the STK activities and a synergism on PTK activities, resulting in stronger inhibitions of overall tyrosine kinase activities. Altogether; these data reveal that resistance of tumours and cell lines to MAPK inhibitors can be predicted using a multiplex kinase assay and is associated with an increase in specific tyrosine kinase activities and globally to AKT signalling in the patient's tissue. Thus, such a predictive kinome signature would help to identify patients with innate resistance to MAPK double inhibition in order to propose other therapies.

6.
J Immunother Cancer ; 8(2)2020 12.
Article in English | MEDLINE | ID: mdl-33427690

ABSTRACT

BACKGROUND: Many cancer patients do not obtain clinical benefit from immune checkpoint inhibition. Checkpoint blockade targets T cells, suggesting that tyrosine kinase activity profiling of baseline peripheral blood mononuclear cells may predict clinical outcome. METHODS: Here a total of 160 patients with advanced melanoma or non-small-cell lung cancer (NSCLC), treated with anti-cytotoxic T-lymphocyte-associated protein 4 (anti-CTLA-4) or anti-programmed cell death 1 (anti-PD-1), were divided into five discovery and cross-validation cohorts. The kinase activity profile was generated by analyzing phosphorylation of peripheral blood mononuclear cell lysates in a microarray comprising of 144 peptides derived from sites that are substrates for protein tyrosine kinases. Binary grouping into patients with or without clinical benefit was based on Response Evaluation Criteria in Solid Tumors V.1.1. Predictive models were trained using partial least square discriminant analysis (PLS-DA), performance of the models was evaluated by estimating the correct classification rate (CCR) using cross-validation. RESULTS: The kinase phosphorylation signatures segregated responders from non-responders by differences in canonical pathways governing T-cell migration, infiltration and co-stimulation. PLS-DA resulted in a CCR of 100% and 93% in the anti-CTLA-4 and anti-PD1 melanoma discovery cohorts, respectively. Cross-validation cohorts to estimate the accuracy of the predictive models showed CCRs of 83% for anti-CTLA-4 and 78% or 68% for anti-PD-1 in melanoma or NSCLC, respectively. CONCLUSION: Blood-based kinase activity profiling for response prediction to immune checkpoint inhibitors in melanoma and NSCLC revealed increased kinase activity in pathways associated with T-cell function and led to a classification model with a highly accurate classification rate in cross-validation groups. The predictive value of kinase activity profiling is prospectively verified in an ongoing trial.


Subject(s)
Immune Checkpoint Inhibitors/therapeutic use , Immunotherapy/methods , Neoplasms/drug therapy , Adult , Aged , Female , Humans , Immune Checkpoint Inhibitors/pharmacology , Male , Middle Aged , Neoplasm Metastasis , Neoplasms/pathology
7.
Biochem Biophys Res Commun ; 517(1): 36-42, 2019 09 10.
Article in English | MEDLINE | ID: mdl-31311651

ABSTRACT

Acquired cetuximab resistance is a challenge for oncologists treating advanced head and neck carcinoma (HNC). While intrinsic cetuximab resistance mechanism in colorectal cancer is known, resistance in HNC is unclear. We established two different cetuximab resistant HNC cell lines by culturing epidermal growth factor (EGFR) expressing UM-SCC-1 and UM-SCC-6 cell lines in the presence of 5 µg/ml cetuximab. We then explored potential mechanisms of resistance. We found that the 2 cell lines developed resistance by different mechanisms. Specifically, we found that UM-SCC-1 resistant cells (UM-SCC-1R) showed enhanced EGF-induced downstream signals while UM-SCC-6 resistant cells (UM-SCC-6R) demonstrated EGF-independent signaling. Global kinase activity (kinomic) profiling revealed unique signaling differences in the two resistant cell lines. However, both of the resistant lines demonstrated increased phospho-serine 727 and total STAT3 expression compared to the parental lines. STAT3 knockdown promoted increased cytotoxicity both in the presence and absence of cetuximab in the resistant lines suggesting that STAT3 may be a common target in cetuximab resistance.


Subject(s)
Antineoplastic Agents, Immunological/pharmacology , Carcinoma, Squamous Cell/drug therapy , Cetuximab/pharmacology , Drug Resistance, Neoplasm , ErbB Receptors/metabolism , Head and Neck Neoplasms/drug therapy , Carcinoma, Squamous Cell/metabolism , Cell Line, Tumor , Head and Neck Neoplasms/metabolism , Humans , Signal Transduction/drug effects
8.
Methods Mol Biol ; 1930: 99-113, 2019.
Article in English | MEDLINE | ID: mdl-30610604

ABSTRACT

T-Lymphocyte kinases are important checkpoints that control T-cell motility by regulating a diverse range of signal transduction pathways. The distinct configuration of kinase events in T-cell could be used to fingerprint the status of T-cells. However, only small fraction human kinases have been characterized so far and little is known about the dynamics of the kinome in motile T-cells. Although several direct and indirect strategies exist to characterize cellular kinase activities, such as RNA interference, antibody arrays, enzyme kinetics, and mass spectrometry, this chapter focuses on an alternative multiplex phosphopeptide array-based methodology, which allows the kinome-wide identification of hyper-activated kinases involved in the regulation of T-cell migration.


Subject(s)
Mass Spectrometry/methods , Phosphopeptides/analysis , Protein Kinases/metabolism , Proteome/analysis , T-Lymphocytes/cytology , T-Lymphocytes/metabolism , Cell Movement , Cells, Cultured , Humans , Phosphorylation , Signal Transduction
9.
Anal Biochem ; 547: 77-83, 2018 04 15.
Article in English | MEDLINE | ID: mdl-29408474

ABSTRACT

The use of optimal cutting temperature (OCT) medium has served to improve the long-term preservation of surgical tissue specimens. Unfortunately, the presence of polymers in OCT has been found to generate signal interference in proteomic-based techniques. Indeed the presence of OCT medium in tissue lysates precludes the analysis of activity based proteomic profiles obtained from lung adenocarcinoma (LuAdCa) resection specimens. In order to probe this question further tissue lysates were prepared from 47 lung non-neoplastic and tumour, node, metastasis (TNM) stage 1 LuAdCa resection specimens embedded with or without OCT, and data of activity based multiplex profiles of protein tyrosine kinase peptide substrates were obtained. We found that changes in overall phosphorylation level coincided with the use of OCT and subsequently developed an OCT per peptide median correcting strategy by performing median centering on the values of each peptide. Application of this post-analytical strategy not only can identify changes in kinase activity but can also assist in identifying novel targets for therapeutic intervention against LuAdCa.


Subject(s)
Adenocarcinoma of Lung/metabolism , Lung Neoplasms/metabolism , Neoplasm Proteins/metabolism , Protein-Tyrosine Kinases/metabolism , Proteomics/methods , Adenocarcinoma of Lung/pathology , Female , Humans , Lung Neoplasms/pathology , Male , Phosphorylation
10.
Oncotarget ; 8(40): 68599-68613, 2017 Sep 15.
Article in English | MEDLINE | ID: mdl-28978141

ABSTRACT

Despite constant improvement in existing therapeutic efforts, the overall survival rate of lung cancer patients remains low. Enzyme activities may identify new therapeutically targetable biomarkers and overcome the marked lack of correlation between cellular abundance of translated proteins and corresponding mRNA expression levels. We analysed tyrosine kinase activities to classify lung adenocarcinoma (LuAdCa) resection specimens based on their underlying changes in cellular processes and pathways that are agents of or result from malignant transformation. We characterised 71 same-patient pairs of early-stage LuAdCa and non-neoplastic LuAdCa resection specimen lysates in the presence or absence of a tyrosine kinase inhibitor. We performed ex vivo multiplex tyrosine phosphorylation assays using 144 selected microarrayed kinase substrates. The obtained 76 selected phosphotyrosine signature peptides were subsequently analysed in terms of follow-up treatments and outcomes recorded in the patient files. For tumour, node, metastasis (TNM) stage 1 LuAdCa patients, we noticed a larger tyrosine kinase inhibitor-induced decrease in tyrosine phosphorylation for long-term as opposed to short-term disease survivors, for which 26 of 76 selected peptides were significantly (p < 0.01, FDR < 3%) more inhibited in the long-term survivors. Using statistical class prediction analysis, we obtained a 'prognostic-signature' for long- versus short-term disease survivors and correctly predicted the survival status of 73% of our patients. Our translational approach may assist clinical disease management after surgical resection and may help to direct patients for an optimal treatment strategy.

11.
Med Res Arch ; 2015(3)2015 Jul.
Article in English | MEDLINE | ID: mdl-27158663

ABSTRACT

BACKGROUND: We sought to profile Atypical Meningioma in a high-throughput manner to better understand the altered signaling within these tumors and specifically the kinases altered in recurrent atypical meningioma. Kinomic Profiles could be used to identify prognostic biomarkers for responders/non-responders to classify future patients that are unlikely to benefit from current therapies. Directly these results could be used to identify drug-actionable kinase targets as well. METHODS: Peptide-substrate microarray kinase activity analysis was conducted with a PamStation®12 analyzing the tyrosine kinome in each tumor kinetically against ~144 target peptides. These data were then analyzed relative to clinical outcome (e.g., tumor recurrence). RESULTS: 3 major clusters of atypical meningiomas were identified with highly variant peptides primarily being targets of EGFR family, ABL, BRK and BMX kinases. Kinomic analysis of recurrent atypical meningiomas indicated patterns of increased phosphorylation of BMX, TYRO3 and FAK substrates as compared to non-recurrent tumors. CONCLUSION: The atypical meningiomas profiled here exhibited molecular sub-clustering that may have phenotypic corollaries predictive of outcome. Recurrent tumors had increases in kinase activity that may predict resistance to current therapies, and may guide selection of directed therapies. Taken together these data further the understanding of kinomic alteration in atypical meningioma, and the processes that may not only mediate recurrence, but additionally may identify kinase targets for intervention.

12.
Biochem Pharmacol ; 87(2): 284-91, 2014 Jan 15.
Article in English | MEDLINE | ID: mdl-24200998

ABSTRACT

AKN-028 is a novel tyrosine kinase inhibitor with preclinical activity in acute myeloid leukemia (AML), presently undergoing investigation in a phase I/II study. It is a potent inhibitor of the FMS-like kinase 3 (FLT3) but shows in vitro activity in a wide range of AML samples. In the present study, we have characterized the effects of AKN-028 on AML cells in more detail. AKN-028 induced a dose-dependent G0/1 arrest in AML cell line MV4-11. Treatment with AKN-028 caused significantly altered gene expression in all AML cell types tested (430 downregulated, 280 upregulated transcripts). Subsequent gene set enrichment analysis revealed enrichment of genes associated with the proto-oncogene and cell cycle regulator c-Myc among the downregulated genes in both AKN-028 and midostaurin treated cells. Kinase activity profiling in AML cell lines and primary AML samples showed that tyrosine kinase activity, but not serine/threonine kinase activity, was inhibited by AKN-028 in a dose dependent manner in all samples tested, reaching approximately the same level of kinase activity. Cells sensitive to AKN-028 showed a higher overall tyrosine kinase activity than more resistant ones, whereas serine/threonine kinase activity was similar for all primary AML samples. In summary, AKN-028 induces cell cycle arrest in AML cells, downregulates Myc-associated genes and affect several signaling pathways. AML cells with high global tyrosine kinase activity seem to be more sensitive to the cytotoxic effect of AKN-028 in vitro.


Subject(s)
Antineoplastic Agents/pharmacology , Cell Cycle Checkpoints/drug effects , Down-Regulation/drug effects , Genes, myc/drug effects , Indoles/pharmacology , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Protein Kinase Inhibitors/pharmacology , Protein-Tyrosine Kinases/antagonists & inhibitors , Pyrazines/pharmacology , Antineoplastic Agents/therapeutic use , Cell Cycle Checkpoints/genetics , Dose-Response Relationship, Drug , Down-Regulation/genetics , Genes, myc/genetics , HL-60 Cells , Humans , Indoles/therapeutic use , Leukemia, Myeloid, Acute/enzymology , Protein Kinase Inhibitors/therapeutic use , Protein-Tyrosine Kinases/metabolism , Proto-Oncogene Mas , Pyrazines/therapeutic use , Tumor Cells, Cultured
13.
PLoS One ; 8(8): e72692, 2013.
Article in English | MEDLINE | ID: mdl-24023633

ABSTRACT

BACKGROUND: Treatment of metastatic malignant melanoma patients harboring BRAF(V600E) has improved drastically after the discovery of the BRAF inhibitor, vemurafenib. However, drug resistance is a recurring problem, and prognoses are still very bad for patients harboring BRAF wild-type. Better markers for targeted therapy are therefore urgently needed. METHODOLOGY: In this study, we assessed the individual kinase activity profiles in 26 tumor samples obtained from patients with metastatic malignant melanoma using peptide arrays with 144 kinase substrates. In addition, we studied the overall ex-vivo inhibitory effects of vemurafenib and sunitinib on kinase activity status. RESULTS: Overall kinase activity was significantly higher in lysates from melanoma tumors compared to normal skin tissue. Furthermore, ex-vivo incubation with both vemurafenib and sunitinib caused significant decrease in phosphorylation of kinase substrates, i.e kinase activity. While basal phosphorylation profiles were similar in BRAF wild-type and BRAF(V600E) tumors, analysis with ex-vivo vemurafenib treatment identified a subset of 40 kinase substrates showing stronger inhibition in BRAF(V600E) tumor lysates, distinguishing the BRAF wild-type and BRAF(V600E) tumors. Interestingly, a few BRAF wild-type tumors showed inhibition profiles similar to BRAF(V600E) tumors. The kinase inhibitory effect of vemurafenib was subsequently analyzed in cell lines harboring different BRAF mutational status with various vemurafenib sensitivity in-vitro. CONCLUSIONS: Our findings suggest that multiplex kinase substrate array analysis give valuable information about overall tumor kinase activity. Furthermore, intra-assay exposure to kinase inhibiting drugs may provide a useful tool to study mechanisms of resistance, as well as to identify predictive markers.


Subject(s)
Indoles/pharmacology , Indoles/therapeutic use , Melanoma/drug therapy , Melanoma/enzymology , Proto-Oncogene Proteins B-raf/antagonists & inhibitors , Skin Neoplasms/drug therapy , Skin Neoplasms/enzymology , Sulfonamides/pharmacology , Sulfonamides/therapeutic use , Aged , Cell Line, Tumor , Cluster Analysis , ErbB Receptors/antagonists & inhibitors , ErbB Receptors/metabolism , Female , Humans , Male , Melanoma/pathology , Middle Aged , Mutant Proteins/antagonists & inhibitors , Mutant Proteins/metabolism , Mutation/genetics , Neoplasm Metastasis , Protein Kinase Inhibitors/pharmacology , Protein Kinase Inhibitors/therapeutic use , Proto-Oncogene Proteins B-raf/genetics , Pyrroles/pharmacology , Pyrroles/therapeutic use , Receptor, Platelet-Derived Growth Factor beta/antagonists & inhibitors , Receptor, Platelet-Derived Growth Factor beta/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Skin/drug effects , Skin/enzymology , Skin/pathology , Skin Neoplasms/pathology , Substrate Specificity/drug effects , Sunitinib , Vemurafenib
14.
PLoS One ; 7(11): e50806, 2012.
Article in English | MEDLINE | ID: mdl-23226389

ABSTRACT

BACKGROUND: Recognizing EGFR as key orchestrator of the metastatic process in colorectal cancer, but also the substantial heterogeneity of responses to anti-EGFR therapy, we examined the pattern of composite tumor kinase activities governed by EGFR-mediated signaling that might be implicated in development of metastatic disease. PATIENTS AND METHODS: Point mutations in KRAS, BRAF, and PIK3CA and ERBB2 amplification were determined in primary tumors from 63 patients with locally advanced rectal cancer scheduled for radical treatment. Using peptide arrays with tyrosine kinase substrates, ex vivo phosphopeptide profiles were generated from the same baseline tumor samples and correlated to metastasis-free survival. RESULTS: Unsupervised clustering analysis of the resulting phosphorylation of 102 array substrates defined two tumor classes, both consisting of cases with and without KRAS/BRAF mutations. The smaller cluster group of patients, with tumors generating high ex vivo phosphorylation of phosphatidylinositol-3-kinase-related substrates, had a particularly aggressive disease course, with almost a half of patients developing metastatic disease within one year of follow-up. CONCLUSION: High phosphatidylinositol-3-kinase-mediated signaling activity of the primary tumor, rather than KRAS/BRAF mutation status, was identified as a hallmark of poor metastasis-free survival in patients with locally advanced rectal cancer undergoing radical treatment of the pelvic cavity.


Subject(s)
Phosphatidylinositol 3-Kinases/metabolism , Rectal Neoplasms/enzymology , Rectal Neoplasms/pathology , Signal Transduction , Amino Acid Sequence , Disease-Free Survival , Humans , Mutation , Neoplasm Metastasis , Phosphatidylinositol 3-Kinases/chemistry , Phosphatidylinositol 3-Kinases/genetics , Rectal Neoplasms/diagnosis , Rectal Neoplasms/genetics
15.
Angiogenesis ; 14(4): 481-9, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21833622

ABSTRACT

Tumor hypoxia is a common determinant of resistance to cytotoxic therapies and metastatic behavior. In rectal cancer patients receiving preoperative chemoradiotherapy, tyrosine kinase activities in tumors with poor and good treatment responses were found to differ. Given that tyrosine kinase signaling mediates hypoxic tissue adaptation, the present study examined whether tumor kinase activity might also correlate with systemic dissemination of rectal cancer. Immunomagnetic selection of disseminated tumor cells (DTC) from bone marrow aspirates was undertaken in 55 patients with locally advanced rectal cancer. Using peptide arrays with 144 tyrosine kinase substrates, phosphopeptide signatures were generated from patients' baseline tumor biopsies, to study association between DTC and tumor tyrosine kinase activity regulated ex vivo by sunitinib. Disseminated tumor cells were detected in 60% of cases, and these patients had significantly poorer metastasis-free survival than patients without DTC. Phosphorylation of 31 array tyrosine kinase substrates by tumor samples was significantly more strongly inhibited by sunitinib in the DTC-negative patients, with a number of phosphosubstrates representing angiogenic factors. In this cohort of rectal cancer patients, tumor phenotypes defined by a subset of tyrosine kinase activities correlating with weak ex vivo inhibition by sunitinib, was associated with early systemic dissemination.


Subject(s)
Cell Hypoxia/physiology , Neoplastic Cells, Circulating/pathology , Protein-Tyrosine Kinases/metabolism , Rectal Neoplasms/enzymology , Rectal Neoplasms/pathology , Signal Transduction/physiology , Adult , Aged , Analysis of Variance , Bone Marrow Cells/pathology , Female , Humans , Immunomagnetic Separation , Indoles/metabolism , Male , Middle Aged , Neovascularization, Pathologic/enzymology , Phosphopeptides/metabolism , Phosphorylation , Pyrroles/metabolism , Sunitinib
16.
Int J Radiat Oncol Biol Phys ; 78(2): 555-62, 2010 Oct 01.
Article in English | MEDLINE | ID: mdl-20675069

ABSTRACT

PURPOSE: Tumor response of rectal cancer to preoperative chemoradiotherapy (CRT) varies considerably. In experimental tumor models and clinical radiotherapy, activity of particular subsets of kinase signaling pathways seems to predict radiation response. This study aimed to determine whether tumor kinase activity profiles might predict tumor response to preoperative CRT in locally advanced rectal cancer (LARC). METHODS AND MATERIALS: Sixty-seven LARC patients were treated with a CRT regimen consisting of radiotherapy, fluorouracil, and, where possible, oxaliplatin. Pretreatment tumor biopsy specimens were analyzed using microarrays with kinase substrates, and the resulting substrate phosphorylation patterns were correlated with tumor response to preoperative treatment as assessed by histomorphologic tumor regression grade (TRG). A predictive model for TRG scores from phosphosubstrate signatures was obtained by partial-least-squares discriminant analysis. Prediction performance was evaluated by leave-one-out cross-validation and use of an independent test set. RESULTS: In the patient population, 73% and 15% were scored as good responders (TRG 1-2) or intermediate responders (TRG 3), whereas 12% were assessed as poor responders (TRG 4-5). In a subset of 7 poor responders and 12 good responders, treatment outcome was correctly predicted for 95%. Application of the prediction model on the remaining patient samples resulted in correct prediction for 85%. Phosphosubstrate signatures generated by poor-responding tumors indicated high kinase activity, which was inhibited by the kinase inhibitor sunitinib, and several discriminating phosphosubstrates represented proteins derived from signaling pathways implicated in radioresistance. CONCLUSIONS: Multiplex kinase activity profiling may identify functional biomarkers predictive of tumor response to preoperative CRT in LARC.


Subject(s)
Neoplasm Proteins/metabolism , Phosphotransferases/metabolism , Rectal Neoplasms/enzymology , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Capecitabine , Combined Modality Therapy/methods , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Female , Fluorouracil/administration & dosage , Fluorouracil/analogs & derivatives , Fluorouracil/therapeutic use , Humans , Indoles/administration & dosage , Least-Squares Analysis , Leucovorin/administration & dosage , Male , Middle Aged , Organoplatinum Compounds/therapeutic use , Oxaliplatin , Phosphorylation , Pyrroles/administration & dosage , Radiation Tolerance/physiology , Rectal Neoplasms/drug therapy , Rectal Neoplasms/pathology , Rectal Neoplasms/radiotherapy , Rectum/enzymology , Rectum/pathology , Remission Induction , Signal Transduction , Substrate Specificity , Sunitinib , Treatment Outcome
17.
Cancer Res ; 69(14): 5987-95, 2009 Jul 15.
Article in English | MEDLINE | ID: mdl-19567681

ABSTRACT

Progression in pediatric brain tumor growth is thought to be the net result of signaling through various protein kinase-mediated networks driving cell proliferation. Defining new targets for treatment of human malignancies, without a priori knowledge on aberrant cell signaling activity, remains exceedingly complicated. Here, we introduce kinome profiling using flow-through peptide microarrays as a new concept for target discovery. Comprehensive tyrosine kinase activity profiles were identified in 29 pediatric brain tumors using the PamChip kinome profiling system. Previously reported activity of epidermal growth factor receptor, c-Met, and vascular endothelial growth factor receptor in pediatric brain tumors could be appreciated in our array results. Peptides corresponding with phosphorylation consensus sequences for Src family kinases showed remarkably high levels of phosphorylation compared with normal tissue types. Src activity was confirmed applying Phos-Tag SDS-PAGE. Furthermore, the Src family kinase inhibitors PP1 and dasatinib induced substantial tumor cell death in nine pediatric brain tumor cell lines but not in control cell lines. Thus, this study describes a new high-throughput technique to generate clinically relevant tyrosine kinase activity profiles as has been shown here for pediatric brain tumors. In the era of a rapidly increasing number of small-molecule inhibitors, this approach will enable us to rapidly identify new potential targets in a broad range of human malignancies.


Subject(s)
Brain Neoplasms/enzymology , Microarray Analysis/methods , Protein-Tyrosine Kinases/metabolism , Brain Neoplasms/pathology , Cell Line , Cell Line, Tumor , Cell Proliferation , Cell Survival , Child , Cluster Analysis , HL-60 Cells , Humans , Immunoblotting , K562 Cells , Peptides/classification , Peptides/metabolism , Phosphorylation , Reproducibility of Results , src-Family Kinases/metabolism
18.
Nucleic Acids Res ; 32(15): e123, 2004 Aug 27.
Article in English | MEDLINE | ID: mdl-15333674

ABSTRACT

A novel microarray system that utilizes a porous aluminum-oxide substrate and flow-through incubation has been developed for rapid molecular biological testing. To assess its utility in gene expression analysis, we determined hybridization kinetics, variability, sensitivity and dynamic range of the system using amplified RNA. To show the feasibility with complex biological RNA, we subjected Jurkat cells to heat-shock treatment and analyzed the transcriptional regulation of 23 genes. We found that trends (regulation or no change) acquired on this platform are in good agreement with data obtained from real-time quantitative PCR and Affymetrix GeneChips. Additionally, the system demonstrates a linear dynamic range of 3 orders of magnitude and at least 10-fold decreased hybridization time compared to conventional microarrays. The minimum amount of transcript that could be detected in 20 microl volume is 2-5 amol, which enables the detection of 1 in 300,000 copies of a transcript in 1 microg of amplified RNA. Hybridization and subsequent analysis are completed within 2 h. Replicate hybridizations on 24 identical arrays with two complex biological samples revealed a mean coefficient of variation of 11.6%. This study shows the potential of flow-through porous microarrays for the rapid analysis of gene expression profiles in clinical applications.


Subject(s)
Gene Expression Profiling/methods , Oligonucleotide Array Sequence Analysis/methods , Aluminum Oxide/chemistry , Humans , Jurkat Cells , Kinetics , Reproducibility of Results , Time Factors
19.
Biochim Biophys Acta ; 1557(1-3): 1-12, 2003 Mar 06.
Article in English | MEDLINE | ID: mdl-12615343

ABSTRACT

The bacteriopheophytin a molecules at the H(A) and H(B) binding sites of reaction centers (RCs) of the Y(M210)W mutant of Rhodobacter sphaeroides were chemically exchanged with plant pheophytin a. The Y(M210)W mutation slows down the formation of H(A)(-), presumably by raising the free energy level of the P(+)B(A)(-) state above that of P* due to increasing the oxidation potential of the primary electron donor P and lowering the reduction potential of the accessory bacteriochlorophyll B(A). Exchange of the bacteriopheophytins with pheophytin a on the contrary lowers the redox potential of H(A), inhibiting its reduction. A combination of the mutation and pigment exchange was therefore expected to make the A-side of the RC incapable of electron transfer and cause the excited state P* to deactivate directly to the ground state or through the B-side, or both. Time-resolved absorption difference spectroscopy at 10 K on the RCs that were modified in this way showed a lifetime of P* lengthened to about 500 ps as compared to about 200 ps measured in the original Y(M210)W RCs. We show that the decay of P* in the pheophytin-exchanged preparations is accompanied by both return to the ground state and formation of a new charge-separated state, the absorption difference spectrum of which is characterized by bleachings at 811 and 890 nm. This latter state was formed with a time constant of ca. 1.7 ns and a yield of about 30%, and lasted a few nanoseconds. On the basis of spectroscopic observations these bands at 811 and 890 nm are tentatively attributed to the presence of the P(+)B(B)(-) state, where B(B) is the accessory bacteriochlorophyll in the "inactive" B-branch of the cofactors. The B(B) molecules in Y(M210)W RCs are suggested to be spectrally heterogeneous, absorbing in the Q(y) region at 813 or 806 nm. The results are discussed in terms of perturbation of the free energy level of the P(+)B(B)(-) state and absorption properties of the B(B) bacteriochlorophyll in the mutant RCs due to a long-range effect of the Y(M210)W mutation on the protein environment of the B(B) binding pocket.


Subject(s)
Pheophytins/metabolism , Photosynthetic Reaction Center Complex Proteins/metabolism , Rhodobacter sphaeroides/metabolism , Electron Transport , Light-Harvesting Protein Complexes , Mutation , Pheophytins/chemistry , Photosynthetic Reaction Center Complex Proteins/chemistry , Plants/metabolism , Spectrophotometry , Temperature , Time Factors
20.
Biochim Biophys Acta ; 1553(3): 302-8, 2002 Feb 15.
Article in English | MEDLINE | ID: mdl-11997139

ABSTRACT

Loss by recombination of the charge separated state P(680+)Q(A-) limits the performance of Photosystem II (PS II) as a photochemical energy converter. Time constants reported in literature for this process are mostly either near 0.17 ms or near 1.4 ms. The shorter time is found in plant PS II when reduction of P(680+) by the secondary electron donor Tyrosine Z cannot occur because Y(Z) is already oxidized. The 1.4 ms recombination is seen in Y(Z)-less mutants of the cyanobacterium Synechocystis. However, the rate of P(680+)Q(A-) recombination that actually competes with the stabilization of the charge separation has not been previously reported. We have measured the kinetics of the flash-induced fluorescence yield changes in the microsecond time domain in Tris-washed spinach chloroplasts. In this way the kinetics and yield of P(680+) reduction by Y(Z) were obtained, and the rate of the competing P(680+)Q(A-) recombination could be evaluated. The recombination time was less than 0.5 ms; the best-fitting time constant was 0.1 ms. The presence of Y(Z)(ox) slightly decreased the efficiency of excitation trapping but did not seem to accelerate P(680+)Q(A-) recombination. The two P(680+)Q(A-) lifetimes in the literature probably reflect a significant difference between plant and cyanobacterial PS II.


Subject(s)
Chlorophyll/chemistry , Chloroplasts/chemistry , Photosynthetic Reaction Center Complex Proteins/chemistry , Diuron , Fluorescence , Kinetics , Light-Harvesting Protein Complexes , Mathematics , Oxidation-Reduction , Pheophytins/chemistry , Photosystem II Protein Complex , Tromethamine , Tyrosine/chemistry
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