Gene expression profile of protein kinases reveals a distinctive signature in chronic lymphocytic leukemia and in vitro experiments support a role of second generation protein kinase inhibitors

2010 ◽  
Vol 34 (6) ◽  
pp. 733-741 ◽  
Author(s):  
Simona Tavolaro ◽  
Sabina Chiaretti ◽  
Monica Messina ◽  
Nadia Peragine ◽  
Ilaria Del Giudice ◽  
...  
Blood ◽  
2000 ◽  
Vol 96 (2) ◽  
pp. 393-397 ◽  
Author(s):  
Shinichi Kitada ◽  
Juan M. Zapata ◽  
Michael Andreeff ◽  
John C. Reed

Compounds that inhibit protein kinases are currently undergoing clinical evaluation for the treatment of a variety of malignancies. The kinase inhibitors flavopiridol and 7 hydroxy-staurosporine (UCN-01) were examined for their effects on B-cell chronic lymphocytic leukemia (B-CLL) cells in vitro (n = 49). Flavopiridol and UCN-01 induced concentration-dependent apoptosis of most B-CLL samples tested, with greater than 50% cell killing occurring at concentrations of less than 1 μmol/L, and with flavopiridol displaying more potent activity than UCN-01. Flavopiridol (0.1 μmol/L) and UCN-01 (1 μmol/L) also induced striking decreases in the levels of the antiapoptosis proteins Mcl-1, X-linked inhibitor of apoptosis (XIAP), and BAG-1 in nearly all cases of B-CLL and of Bcl-2 in approximately half of B-CLL specimens evaluated. In contrast, expression of the proapoptotic proteins Bax and Bak was not significantly influenced by these kinase inhibitors. Flavopiridol-induced decreases in the levels of antiapoptosis proteins Mcl-1 and XIAP preceded apoptosis and were not substantially affected by the addition of caspase inhibitors to cultures. In contrast, UCN-01–stimulated decreases in antiapoptosis proteins were slower, occurred concurrently with apoptosis, and were partially prevented by caspase inhibitors. The findings suggest that flavopiridol and UCN-01 induce apoptosis of B-CLL cells through different mechanisms. The potent apoptotic activities of flavopiridol and UCN-01 against cultured B-CLL cells suggest that they may be effective as single agents in the treatment of B-CLL or for sensitizing B-CLL cells to conventional cytotoxic drugs.


Blood ◽  
2000 ◽  
Vol 96 (2) ◽  
pp. 393-397 ◽  
Author(s):  
Shinichi Kitada ◽  
Juan M. Zapata ◽  
Michael Andreeff ◽  
John C. Reed

Abstract Compounds that inhibit protein kinases are currently undergoing clinical evaluation for the treatment of a variety of malignancies. The kinase inhibitors flavopiridol and 7 hydroxy-staurosporine (UCN-01) were examined for their effects on B-cell chronic lymphocytic leukemia (B-CLL) cells in vitro (n = 49). Flavopiridol and UCN-01 induced concentration-dependent apoptosis of most B-CLL samples tested, with greater than 50% cell killing occurring at concentrations of less than 1 μmol/L, and with flavopiridol displaying more potent activity than UCN-01. Flavopiridol (0.1 μmol/L) and UCN-01 (1 μmol/L) also induced striking decreases in the levels of the antiapoptosis proteins Mcl-1, X-linked inhibitor of apoptosis (XIAP), and BAG-1 in nearly all cases of B-CLL and of Bcl-2 in approximately half of B-CLL specimens evaluated. In contrast, expression of the proapoptotic proteins Bax and Bak was not significantly influenced by these kinase inhibitors. Flavopiridol-induced decreases in the levels of antiapoptosis proteins Mcl-1 and XIAP preceded apoptosis and were not substantially affected by the addition of caspase inhibitors to cultures. In contrast, UCN-01–stimulated decreases in antiapoptosis proteins were slower, occurred concurrently with apoptosis, and were partially prevented by caspase inhibitors. The findings suggest that flavopiridol and UCN-01 induce apoptosis of B-CLL cells through different mechanisms. The potent apoptotic activities of flavopiridol and UCN-01 against cultured B-CLL cells suggest that they may be effective as single agents in the treatment of B-CLL or for sensitizing B-CLL cells to conventional cytotoxic drugs.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 3117-3117
Author(s):  
Simona Tavolaro ◽  
Sabina Chiaretti ◽  
Monica Messina ◽  
Nadia Peragine ◽  
Roberta Maggio ◽  
...  

Abstract Purpose. CLL is a malignancy of mature B cells with an heterogeneous clinical course. In order to identify novel therapeutic targets and given the role of protein kinase (PK) deregulation in cancer development and the availability of specific PK inhibitors, oligonucleotide arrays were used to determine if CLL patients exhibit a specific PK pattern. The results were validated by Q-PCR, and the in vitro efficacy of a dual specific inhibitor, dasatinib (Bristol-Myers Squibb, Princeton, NJ), was tested. Methods. The gene expression profile of 44 CLL and 137 acute lymphocytic leukemia (ALL) patients was evaluated using the HG U133 Plus 2.0 Affymetrix arrays. Two additional sets of CLL (49 cases) were utilized as test sets: 505 PK genes were used for all analyses, which included unsupervised clustering, Analysis of Variance (ANOVA) and t-test analysis. To validate the gene expression data, a Q-PCR approach was used on 14 CLL, 6 B-lineage ALL, 3 T-ALL and CD19+ enriched normal B cells, isolated from peripheral blood of 3 healthy donors. Finally, to evaluate the in vitro effects of dasatinib on primary CLL cells, the MTT assay was performed on 21 untreated CLL samples following 72 and 96 hours of drug exposure. Results. Unsupervised analysis on CLL samples and different ALL subgroups showed a very homogeneous PK gene profile in CLL. ANOVA corroborated these results. Among the PK that proved overexpressed in CLL, we identified 16 PK genes highly expressed in all 3 CLL sets analyzed. For these genes, Q-PCR analysis showed that CLL cases display a significantly higher expression level, when compared to B-lineage ALL, T-ALL and, more importantly, to CD19+ cells from healthy controls. PK expression was also analyzed within different CLL subclasses, subdivided on the basis of the IgVH mutational status, as well as CD38 and ZAP-70 expression. The comparison among these groups did not show a specific PK signature associated with biologic features; similar results were obtained by Q-PCR analysis. To validate the gene expression profiling and Q-PCR findings, and to test the efficacy of dasatinib, functional in vitro experiments were performed on primary CLL cells. Treatment with 1μM dasatinib induced an overall viability reduction of 40% after 96 hours in the CLL samples analyzed; no significant differences were associated with the IgVH mutational status. These findings indicate that this inhibitor is functionally active on CLL cells, without however reaching marked levels of cytotoxicity when used as a single agent. Conclusions. Our results highlight a very homogeneous PK signature in CLL, independently of specific biologically-defined prognostic subgroups. A set of these PKs is more highly expressed in CLL cells than in CD19+ cells from healthy donors. Dasatinib treatment induces a ∼40% viability reduction after 96 hours exposure. Overall, these results suggest that PK inhibitors, namely dual kinase inhibitors, may have a role in the management of CLL patients particularly in combination with other therapeutic agents. * ST and SC equally contributed to the study


Blood ◽  
2006 ◽  
Vol 108 (11) ◽  
pp. 2794-2794
Author(s):  
Simona Tavolaro ◽  
Sabina Chiaretti ◽  
Monica Messina ◽  
Francesca R. Mauro ◽  
Ilaria Del Giudice ◽  
...  

Abstract Background. Chronic lymphocytic leukemia (CLL) is characterized by the accumulation of relatively mature B cells and by a very variable clinical course. This clinical heterogeneity is sustained by different biologic parameters, such as the mutational status of the immunoglobulin variable genes (IgVH), CD38 and ZAP-70 expression. In order to investigate the potential role of protein kinase (PK) inhibitors in CLL, we evaluated the gene expression profile of 1324 probesets annotated as PK using the HGU133 Plus2.0 Affymetrix arrays. Methods. We evaluated 44 CLL and 137 acute lymphocytic leukemia (ALL) patients. Two additional sets of CLL (49 cases) were utilized to validate the results obtained. Probesets identified as PK genes were used for all the analyses, namely unsupervised clustering, Analysis of Variance (ANOVA) and t-test analysis. ANOVA was performed using a p-value of ≤0.001: further selection was performed retaining only those probesets whose mean expression level was ≥300 in at least one group and showed a fold change difference of ≥1.5 across all groups. Finally, to specifically identify genes differentially expressed between different subclasses of CLL, a t-test was applied: probesets were required to have a p-value ≤0.05 and a fold change>1.5. Results. Unsupervised analysis, performed on CLL samples and different ALL subgroups, highlighted in CLL a unique and very homogeneous pattern characterized by the overexpression of a large set of PK; these results were further confirmed by ANOVA. Moreover, we identified 16 PK genes that were highly expressed in all 3 CLL sets analyzed. These genes codify for proteins with tyrosine kinase activity (SYK, LYN, BLK, LCK, JAK1, CSK and FGR), serin-threonin kinase activity (PIM2, PFTK1, TLK1, MAP4K1, PDPK1, PRKCB1 and STK10) or both (GRK6 and WEE1). Some of the selected genes are members of important protein kinase families, involved in cellular signaling, such as Src kinases (SFK), MAPK and JAK kinase family. PK expression was also analyzed in different CLL subclasses, subdivided according to different prognostic factors; in particular, we compared IgVH mutated vs unmutated patients, CD38+ vs CD38- cases and, finally, ZAP-70+ vs ZAP-70- patients in the 3 experimental CLL sets. Comparison between IgVH mutated vs unmutated cases highlighted a differential expression of ZAP-70 in all the 3 sets analyzed. Contrariwise, no PK was associated with the other prognostic parameters. Thus, these analyses did not show a specific signature associated with the abovementioned biologic features, suggesting that PK overexpression is specific of the disease itself rather than of CLL subclasses. Conclusions. Our results show that CLL is characterized by a very peculiar PK signature and identify some potential molecular targets. Moreover, our findings indicate that a common mechanism of PK-mediated deregulation is operational in CLL cells, independently of other prognostic factors. Based on these pre-clinical data, we propose that second generation PK inhibitors may have a role in the management of all CLL patients.


2021 ◽  
Author(s):  
Maria I Edilova ◽  
Jaclyn C Law ◽  
Safoura Zangiabadi ◽  
Kenneth Ting ◽  
Achire Mbanwi ◽  
...  

TRAF1 is a pro-survival adaptor molecule in TNFR superfamily (TNFRSF) signaling. TRAF1 is overexpressed in many B cell cancers including refractory chronic lymphocytic leukemia (CLL). Little has been done to assess the role of TRAF1 in human cancer. Here we show that the protein kinase C related kinase Protein Kinase N1 (PKN1) is required to protect TRAF1 from cIAP-mediated degradation during constitutive CD40 signaling in lymphoma. We show that the active phospho-Thr774 form of PKN1 is constitutively expressed in CLL but minimally detected in unstimulated healthy donor B cells. Through a screen of 700 kinase inhibitors, we identified two inhibitors, OTSSP167 and XL-228, that inhibited PKN1 in the nanomolar range and induced dose-dependent loss of TRAF1 in RAJI cells. OTSSP167 and XL-228 treatment of primary patient CLL samples led to a reduction in TRAF1, pNF-kappaB p65, pS6, pERK, Mcl-1 and Bcl-2 proteins, and induction of activated caspase-3. OTSSP167 synergized with venetoclax in inducing CLL death, correlating with loss of TRAF1, Mcl-1 and Bcl-2. Although correlative, these findings suggest the PKN1-TRAF1 signaling axis as a potential new target for CLL. These findings also suggest OTSSP167 and venetoclax as a combination treatment for TRAF1 high CLL.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 2911-2911
Author(s):  
Cecelia R Miller ◽  
Amy S. Ruppert ◽  
Kevin Coombes ◽  
Amy M. Lehman ◽  
James S. Blachly ◽  
...  

Abstract Long noncoding RNAs (lncRNAs) have emerged as important regulators of gene expression, and dysregulated expression of lncRNAs has been reported in many cancers. One of the most documented ways by which lncRNAs can contribute to cancer aggressiveness is by altering gene expression through associations with chromatin modifying proteins. However, the vast majority of lncRNAs dysregulated in cancer remain to be functionally characterized. Specifically, there have been few studies investigating the role of lncRNAs in chronic lymphocytic leukemia (CLL). Numerous studies have been published documenting the role of micro RNAs (miRs) in CLL, indicating that non-coding RNAs can play a significant role in this disease. Therefore we hypothesize that dysregulated lncRNA expression in CLL contributes to aggressive disease. We performed microarray analysis using Arraystar Human LncRNA Array v2.0, a platform that analyzes over 30,000 lncRNA transcripts in addition to 30,000 coding transcripts. We found that many lncRNAs are aberrantly expressed in CLL compared to healthy donor B cells. We identified the lncRNA treRNA (TRERNA1) as overexpressed in CLL cells (p = .0014). treRNA has been previously described to have enhancer-like function (Ørom et al., 2010) as well as translational regulatory functions (Gummireddy et al., 2013). It has been reported as overexpressed in breast cancer lymph-node metastases and colon cancer (Gummireddy et al., 2013). In addition to expressing spliced treRNA, CLL cells contain a transcript that retains the intron between the two coding exons due to insufficient splicing. Therefore we investigated the prognostic significance of both spliced and retained intron treRNA (ri-treRNA) in subsequent studies. We obtained 144 well-characterized CLL patient samples from the CLL Research Consortium (CRC) and measured transcript expression by quantitative reverse transcription PCR (qRT-PCR). We separated patients into high or low expressers of treRNA relative to the overall median expression and found that patients with higher expression of treRNA have significantly shorter time to treatment (p = .04). High expression of treRNA also correlates with the poor prognostic indicators unmutated IGHV (p < .0001) and low ZAP70 methylation (p <.001). We validated the correlation with unmutated IGHV in a second cohort of 147 previously untreated CLL samples collected prior to starting therapy in a clinical trial (E2997; Grever et al., 2007) comparing fludarabine to the combination of fludarabine plus cyclophosphamide (FC). We found that high expression (relative to the median) of spliced, but not ri-treRNA, independently predicts for shorter progression free survival in patients receiving FC (HR 3.14, 95% CI 1.61-6.14, p < .001). Since the data from this clinical study suggests a role for treRNA in mediating DNA damage response, we established a stable retroviral system to further study this observation in vitro. We used the CLL cell line established in our lab (OSUCLL; Hertlein et al., 2013) to express empty vector or treRNA. Expression of treRNA does not alter viability, proliferation, or migration. However, OSUCLL expressing treRNA display modest resistance to FC treatment. This correlates with less induction of the DNA damage indicator, γH2AX, as well as the DNA damage response protein, TP53, although these changes were not statistically significant. Consistent with the clinical data, ri-treRNA did not show a differential response to in vitro FC treatment. In summary, we have identified a lncRNA in CLL which may play a role in DNA damage response, and serve as a biomarker predictive of aggressive disease. Disclosures Flinn: Celgene Corporation: Research Funding.


Blood ◽  
2006 ◽  
Vol 107 (5) ◽  
pp. 2090-2093 ◽  
Author(s):  
Dirk Kienle ◽  
Axel Benner ◽  
Alexander Kröber ◽  
Dirk Winkler ◽  
Daniel Mertens ◽  
...  

The mutation status and usage of specific VH genes such as V3-21 and V1-69 are potentially independent pathogenic and prognostic factors in chronic lymphocytic leukemia (CLL). To investigate the role of antigenic stimulation, we analyzed the expression of genes involved in B-cell receptor (BCR) signaling/activation, cell cycle, and apoptosis control in CLL using these specific VH genes compared to VH mutated (VH-MUT) and VH unmutated (VH-UM) CLL not using these VH genes. V3-21 cases showed characteristic expression differences compared to VH-MUT (up: ZAP70 [or ZAP-70]; down: CCND2, P27) and VH-UM (down: PI3K, CCND2, P27, CDK4, BAX) involving several BCR-related genes. Similarly, there was a marked difference between VH unmutated cases using the V1-69 gene and VH-UM (up: FOS; down: BLNK, SYK, CDK4, TP53). Therefore, usage of specific VH genes appears to have a strong influence on the gene expression pattern pointing to antigen recognition and ongoing BCR stimulation as a pathogenic factor in these CLL subgroups.


Author(s):  
Eleanor Jing Yi Cheong ◽  
Daniel Zhi Wei Ng ◽  
Sheng Yuan Chin ◽  
Ziteng Wang ◽  
Eric Chun Yong Chan

Background and Purpose Rivaroxaban is emerging as a viable anticoagulant for the pharmacological management of cancer associated venous thromboembolism (CA-VTE). Being eliminated via CYP3A4/2J2-mediated metabolism and organic anion transporter 3 (OAT3)/P-glycoprotein-mediated renal secretion, rivaroxaban is susceptible to drug-drug interactions (DDIs) with protein kinase inhibitors (PKIs), erlotinib and nilotinib. Physiologically based pharmacokinetic (PBPK) modelling was applied to interrogate the DDIs for dose adjustment of rivaroxaban in CA-VTE. Experimental Approach The inhibitory potencies of erlotinib and nilotinib on CYP3A4/2J2-mediated metabolism of rivaroxaban were characterized. Using prototypical OAT3 inhibitor ketoconazole, in vitro OAT3 inhibition assays were optimized to ascertain the in vivo relevance of derived inhibitory constants (K). DDIs between rivaroxaban and erlotinib or nilotinib were investigated using iteratively verified PBPK model. Key Results Mechanism-based inactivation (MBI) of CYP3A4-mediated rivaroxaban metabolism by both PKIs and MBI of CYP2J2 by erlotinib were established. The importance of substrate specificity and nonspecific binding to derive OAT3-inhibitory K values of ketoconazole and nilotinib for the accurate prediction of DDIs was illustrated. When simulated rivaroxaban exposure variations with concomitant erlotinib and nilotinib therapy were evaluated using published dose-exposure equivalence metrics and bleeding risk analyses, dose reductions from 20 mg to 15 mg and 10 mg in normal and mild renal dysfunction, respectively, were warranted. Conclusion and Implications We established the PBPK-DDI platform to prospectively interrogate and manage clinically relevant interactions between rivaroxaban and PKIs in patients with underlying renal impairment. Rational dose adjustments were proposed, attesting to the capacity of PBPK modelling in facilitating precision medicine.


2018 ◽  
Vol 475 (15) ◽  
pp. 2417-2433 ◽  
Author(s):  
Dominic P. Byrne ◽  
Yong Li ◽  
Krithika Ramakrishnan ◽  
Igor L. Barsukov ◽  
Edwin A. Yates ◽  
...  

Sulfation of carbohydrate residues occurs on a variety of glycans destined for secretion, and this modification is essential for efficient matrix-based signal transduction. Heparan sulfate (HS) glycosaminoglycans control physiological functions ranging from blood coagulation to cell proliferation. HS biosynthesis involves membrane-bound Golgi sulfotransferases, including HS 2-O-sulfotransferase (HS2ST), which transfers sulfate from the cofactor PAPS (3′-phosphoadenosine 5′-phosphosulfate) to the 2-O position of α-l-iduronate in the maturing polysaccharide chain. The current lack of simple non-radioactive enzyme assays that can be used to quantify the levels of carbohydrate sulfation hampers kinetic analysis of this process and the discovery of HS2ST inhibitors. In the present paper, we describe a new procedure for thermal shift analysis of purified HS2ST. Using this approach, we quantify HS2ST-catalysed oligosaccharide sulfation using a novel synthetic fluorescent substrate and screen the Published Kinase Inhibitor Set, to evaluate compounds that inhibit catalysis. We report the susceptibility of HS2ST to a variety of cell-permeable compounds in vitro, including polyanionic polar molecules, the protein kinase inhibitor rottlerin and oxindole-based RAF kinase inhibitors. In a related study, published back-to-back with the present study, we demonstrated that tyrosyl protein sulfotranferases are also inhibited by a variety of protein kinase inhibitors. We propose that appropriately validated small-molecule compounds could become new tools for rapid inhibition of glycan (and protein) sulfation in cells, and that protein kinase inhibitors might be repurposed or redesigned for the specific inhibition of HS2ST.


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