Engineering of clinical glioma treatment: Prediction of pro-invasive molecular events in treated gliomas

Author(s):  
D Trog ◽  
K Yeghiazaryan ◽  
H H Schild ◽  
O Golubnitschaja

The diffusely infiltrative nature of malignant gliomas is the main obstacle to successful treatment approaches. Advanced simulation models of the in vivo response to therapy conditions are expected to improve malignant glioma treatment substantially. In parallel experiments, human malignant glioma cells underwent either radiation or chemotherapy treatment (chemotreatment) with temozolomide alone, or combined chemoradiation. Cells were treated according to diverse, clinically relevant, therapeutic algorithms. Quantitative ‘real-time’ polymerase chain reaction (PCR) measurements were performed for target genes, namely vascular endothelial growth factor, p53, and cyclooxygenase-2, which allow a comparative evaluation of pro-invasive molecular events in treated gliomas. The proof-of-principle study simulated variable intratumoural regional conditions. Pro-invasive molecular patterns were strongly dependent on the treatment algorithm, cellular density, and drug delivery. The highest pro-invasive potential was demonstrated for simulated peripheral regions under continued chemoradiation. This result strongly supports the clinical observations of increased aggressiveness and relatively poor response to second-line therapies in post-operatively chemoradiation-treated malignant gliomas at the time of relapse. Individualized and potentially the most effective treatment algorithms can be designed using established gene expression patterns applied on primary cell cultures obtained from individual patients. Individual drug toxicity and response to anti-cancer therapy can be predicted.

2021 ◽  
Vol 20 (1) ◽  
Author(s):  
Junjie Cen ◽  
Yanping Liang ◽  
Yong Huang ◽  
Yihui Pan ◽  
Guannan Shu ◽  
...  

Abstract Background There is increasing evidence that circular RNAs (circRNAs) have significant regulatory roles in cancer development and progression; however, the expression patterns and biological functions of circRNAs in renal cell carcinoma (RCC) remain largely elusive. Method Bioinformatics methods were applied to screen for circRNAs differentially expressed in RCC. Analysis of online circRNAs microarray datasets and our own patient cohort indicated that circSDHC (hsa_circ_0015004) had a potential oncogenic role in RCC. Subsequently, circSDHC expression was measured in RCC tissues and cell lines by qPCR assay, and the prognostic value of circSDHC evaluated. Further, a series of functional in vitro and in vivo experiments were conducted to assess the effects of circSDHC on RCC proliferation and metastasis. RNA pull-down assay, luciferase reporter and fluorescent in situ hybridization assays were used to confirm the interactions between circSDHC, miR-127-3p and its target genes. Results Clinically, high circSDHC expression was correlated with advanced TNM stage and poor survival in patients with RCC. Further, circSDHC promoted tumor cell proliferation and invasion, both in vivo and in vitro. Analysis of the mechanism underlying the effects of circSDHC in RCC demonstrated that it binds competitively to miR-127-3p and prevents its suppression of a downstream gene, CDKN3, and the E2F1 pathway, thereby leading to RCC malignant progression. Furthermore, knockdown of circSDHC caused decreased CDKN3 expression and E2F1 pathway inhibition, which could be rescued by treatment with an miR-127-3p inhibitor. Conclusion Our data indicates, for the first time, an essential role for the circSDHC/miR-127-3p/CDKN3/E2F1 axis in RCC progression. Thus, circSDHC has potential to be a new therapeutic target in patients with RCC.


2006 ◽  
Vol 24 (8) ◽  
pp. 1228-1235 ◽  
Author(s):  
Yue Cao ◽  
Pia C. Sundgren ◽  
Christina I. Tsien ◽  
Thomas T. Chenevert ◽  
Larry Junck

Magnetic resonance (MR) imaging provides excellent soft tissue differentiation and in vivo assessment of physiologic and metabolic properties of tissue. As new and more aggressive treatment modalities and combined modalities are being investigated for brain tumor treatment, it is becoming more important to accurately define tumor volumes for treatment planning, to determine the most aggressive tumor regions for intensified radiation treatment, to identify early regional response to therapy for reoptimization of treatment, and to detect early indicators of developing normal tissue toxicity. Readily available MR techniques of physiologic and metabolic imaging can currently provide useful information regarding tumor tissue properties including chemical composition, cerebral blood volume, perfusion, vascular permeability, and water mobility. This article will focus on the potential value of MR physiologic and metabolic imaging in the clinical management of malignant gliomas.


2020 ◽  
Author(s):  
Huiying Cao ◽  
Xinyue Zhang ◽  
Yanye Ruan ◽  
Lijun Zhang ◽  
Zhenhai Cui ◽  
...  

AbstractCallus formation and adventitious shoot differentiation could be observed on the cut surface of completely decapitated tomato plants. We propose that this process can be used as a model system to investigate the mechanisms that regulate indirect regeneration of higher plants without the addition of exogenous hormones. This study analyzed the patterns of trans-zeatin and miRNA expression during in vivo regeneration of tomato. Analysis of trans-zeatin revealed that the hormone cytokinin played an important role in in vivo regeneration of tomato. Among 183 miRNAs and 1168 predicted target genes sequences identified, 93 miRNAs and 505 potential targets were selected based on differential expression levels for further characterization. Expression patterns of six miRNAs, including sly-miR166, sly-miR167, sly-miR396, sly-miR397, novel 156, and novel 128, were further validated by qRT-PCR. We speculate that sly-miR156, sly-miR160, sly-miR166, and sly-miR397 play major roles in callus formation of tomato during in vivo regeneration by regulating cytokinin, IAA, and laccase levels. Overall, our microRNA sequence and target analyses of callus formation during in vivo regeneration of tomato provide novel insights into the regulation of regeneration in higher plants.


Molecules ◽  
2020 ◽  
Vol 25 (10) ◽  
pp. 2315 ◽  
Author(s):  
Kimberly Fung ◽  
Delphine Vivier ◽  
Outi Keinänen ◽  
Elaheh Khozeimeh Sarbisheh ◽  
Eric W. Price ◽  
...  

High expression levels of the tumor-associated antigen MUC1 have been correlated with tumor aggressiveness, poor response to therapy, and poor survival in several tumor types, including breast, pancreatic, and epithelial ovarian cancer. Herein, we report the synthesis, characterization, and in vivo evaluation of a novel radioimmunoconjugate for the immuno-positron emission tomography (immunoPET) imaging of MUC1 expression based on the AR20.5 antibody. To this end, we modified AR20.5 with the chelator desferrioxamine (DFO) and labeled it with the positron-emitting radiometal zirconium-89 (t1/2 ~3.3 d) to produce [89Zr]Zr-DFO-AR20.5. In subsequent in vivo experiments in athymic nude mice bearing subcutaneous MUC1-expressing ovarian cancer xenografts, [89Zr]Zr-DFO-AR20.5 clearly delineated tumor tissue, producing a tumoral activity concentration of 19.1 ± 6.4 percent injected dose per gram (%ID/g) at 120 h post-injection and a tumor-to-muscle activity concentration ratio of 42.4 ± 10.6 at the same time point. Additional PET imaging experiments in mice bearing orthotopic MUC1-expressing ovarian cancer xenografts likewise demonstrated that [89Zr]Zr-DFO-AR20.5 enables the visualization of tumor tissue—including metastatic lesions—with promising tumor-to-background contrast.


Blood ◽  
2004 ◽  
Vol 104 (11) ◽  
pp. 1469-1469
Author(s):  
Niels Borregaard ◽  
Lars C. Jacobsen ◽  
Rehanah Borup ◽  
Thomas Rasmussen ◽  
Malene D. Bjerregaard ◽  
...  

Abstract To characterize the transcriptional program that governs terminal granulocytic differentiation in vivo, we performed comprehensive microarray analyses of human bone marrow (BM) populations highly enriched in promyelocytes (PMs), myelocytes/metamyelocytes (MYs), and neutrophils (bm-PMNs). These analyses identified 11,310 genes involved in differentiation, of which 6,700 were differentially regulated including granule proteins and surface receptors previously not identified in neutrophils. Functional clustering demonstrated that differentially expressed genes were assigened to all of the major gene categories including apoptosis, cell cycle, chaperones, enzymes, immunity proteins, kinases, motor proteins, signal transducers, structural proteins, and transcription factors. In an attempt to define the developmental distance between PM, MY, and bm-PMN populations, we assessed the Pearsons correlation coefficient (γ) by correlating the transcriptomes (=all 44.760 probe sets, Affymetrix) of BM populations. The correlation coefficients among replicates of BM populations were in the range of 0.97–0.99. On the other hand the correlation coefficients between BM populations were 0.81 (γPM - MY), 0.79 (γMY - bm-PMN), and 0.52 (γPM - bm-PMN), and thus, provided a useful quantitative measure reflecting the hierarchical relationship between the three BM populations. Additional correlation of bm-PMN and peripheral blood-PMN transcriptomes revealed a high similarity of both populations (γbm-PMN - pb-PMN=0.95) indicating a termination of granulocytic differentiation in the BM microenvironment during steady state hematopoesis. Differentiation of PMs towards MYs was accompanied by a marked decline of proliferative and general cellular activity as defined by downregulation of E2F target genes, cyclin dependent kinases 2/4/6, and various metabolic, proteasomal, and mitochondrial genes. Expression patterns of apoptosis genes indicated death control by the p53-pathway in PMs and by death receptor pathways in bm-PMNs. Effector proteins critical for host defense were expressed successively throughout granulocytic differentiation, whereas receptors and receptor ligands essential for the activation of the host defense program were terminally upregulated in bm-PMNs. The upregulation of ligand-receptor pairs, which are defined inducers as well as target genes of NF-kB, suggests a constitutive activation of NF-kB in bm-PMNs by autocrine loops. Overall, these results define a granulocytic differentiation model governed by a highly coordinated fail-safe program, which promotes completion of differentiation before cells gain responsiveness towards activating stimuli that accompany infections.


Blood ◽  
2008 ◽  
Vol 112 (11) ◽  
pp. 1622-1622 ◽  
Author(s):  
Medhat Shehata ◽  
Dita Demirtas ◽  
Stefanie Tauber ◽  
Susanne Schnabl ◽  
Martin Bilban ◽  
...  

Abstract Fludarabine and cyclophosphamide are the backbone of therapy for patients with CLL. The addition of rituximab leads to further improvement of response rates and progression free survival (results from the randomized CLL8 study of the GCLLSG). However, a considerable number of patients have insufficient or short responses to FC or RFC and there is a need to identify factors influencing response or resistance to therapy. The aims of this study are to identify gene expression associated with response or resistance before the start of therapy, to investigate changes in the expression of specific genes or pathways associated with response or resistance during the first cycle of FC and RFC, to provide a rationale for the additional use of novel drugs to improve remission and overcome resistance. We investigated peripheral blood samples from 20 patients receiving FC (n=10) or RFC (n=10) by gene expression profiling, flow cytometry, RT-PCR and western blotting before and during therapy. Sixteen patients received FC or RFC as first line (8 within the CLL8 study) and 4 as second line treatment. All patients were in stage Binet B or C. Gene expression was analyzed and correlated to good (CR or PR) or poor clinical response (SD or PD) at the end of therapy based on NCI-WG/IWCLL criteria. CD19+ cells were harvested by cell sorting before therapy, 24 hours after FC (FC arm), 24 hours after rituximab, and 24 hours after FC (RFC arm). Microarray analysis was performed using Affymetrix U133A gene chips. Genes with a consistent pattern of expression (high or low) in the majority of samples in the good or poor response group were further analyzed. Overall, 9 patients responded adequately to therapy (3 CR, 7 PR), while 11 did not (7 SD, 3PD). Unmutated IgVH status and poor risk cytogenetics were more frequent in poor responders. Gene expression signature before treatment showed that overexpression of 39 genes strongly correlated with response, while overexpression of 20 genes (including HSPA1B, IFI6, APP, CEACAM1, CD9, GAB1, INPP5F) was associated with resistance. Changes in expression after initiation of treatment was also analyzed. Seven genes (including CENTD1, HBA2, COL9A2 and APRIN) were significantly upregulated after rituximab in non-responders. Upregulation of 13 genes (including PMAIP1, SFRS11, CLK1, EFHC1, MRPL39, TUG1, TBRG1, CD49d, PTPRC) after R-FC and 7 genes (including ITPKB, LOC641298, CD44, TAF5) after FC was associated with poor response (resistance) to RFC and FC respectively. Many of these genes are involved in regulation of apoptosis, cell cycle, integrin and PI3-K signaling Therapeutic antibodies or inhibitors against some of these targets are already available. RT-PCR analysis demonstrated a significant downregulation of Akt1 mRNA 24 hours after rituximab infusion in RFC group but no significant changes were observed in patients receiving FC alone. In vitro exposure to rituximab confirmed its in vivo effect and resulted in a significant downregulation of Akt1 and PI3-K-p85 mRNA expression. FACS analysis demonstrated a decrease in the percentage and mean fluorescence intensity (MFI) of surface CD20 after rituximab infusion. This effect was associated with a significant change in total amount and phosphorylation state of CD20 in the RFC group. There was also a decrease in the MFI of CD44 and CD23 after rituximab in the majority of patients in the RFC group but this effect was not consistent in the FC group. In conclusion, we have identified a set of markers associated with good or poor response to FC or RFC before therapy and during the first cycle of treatment. The data provide a rationale for targeted drug combinations to overcome resistance and improve response to therapy in CLL.


2018 ◽  
Vol 51 (6) ◽  
pp. 2496-2508 ◽  
Author(s):  
Danfeng Zhang ◽  
Dawei Dai ◽  
Mengxia Zhou ◽  
Zhenxing Li ◽  
Chunhui Wang ◽  
...  

Background/Aims: Cyclin D1 (CCND1) is frequently overexpressed in malignant gliomas. We have previously shown ectopic overexpression of CCND1 in human malignant gliomas cell lines. Methods: Quantitative reverse transcriptase PCR (qRT-PCR) and Western Blot (WB) was performed to investigate the expression of CCND1 in glioma tissues and cell lines. The biological function of CCND1 was also investigated through knockdown and overexpression of BCYRN1 in vitro. Results: Here we reported that CCND1 expression was positively associated with the pathological grade and proliferative activity of astrocytomas, as the lowest expression was found in normal brain tissue (N = 3) whereas the highest expression was in high-grade glioma tissue (N = 25). Additionally, we found that the expression level of CCND1 was associated with IC50 values in malignant glioma cell lines. Forced inhibition of CCND1 increased temozolomide efficacy in U251 and SHG-44 cells. After CCND1 overexpression, the temozolomide efficacy decreased in U251 and SHG-44 cells. Colony survival assay and apoptosis analysis confirmed that CCND1 inhibition renders cells more sensitive to temozolomide treatment and temozolomide-induced apoptosis in U251 and SHG-44 cells. Inhibition of P-gp (MDR1) by Tariquidar overcomes the effects of CCND1 overexpression on inhibiting temozolomide-induced apoptosis. Inhibition of CCND1 inhibited cell growth in vitro and in vivo significantly more effectively after temozolomide treatments than single temozolomide treatments. Finally, inhibition of CCND1 in glioma cells reduced tumor volume in a murine model. Conclusion: Taken together, these data indicate that CCND1 overexpression upregulate P-gp and induces chemoresistance in human malignant gliomas cells and that inhibition of CCND1 may be an effective means of overcoming CCND1 associated chemoresistance in human malignant glioma cells.


2002 ◽  
Vol 1 (6) ◽  
pp. 507-507
Author(s):  
Laurence P. Clarke ◽  
Houston Baker ◽  
Gary Kelloff ◽  
Daniel Sullivan

The National Cancer Institute (NCI) invites applications for cooperative agreement (U54) awards to establish a Specialized Research Resource Center that will participate as a member of a network of inter-disciplinary, inter-institutional research teams for the purpose of supporting translational research in optical imaging and/or spectroscopy in vivo. The network is to be named the “Network for Translational Research: Optical Imaging” (NTROI) and will operate under the guidance of a Steering Committee (SC). The goal of this request for applications (RFA) is to organize a consortium with flexibility in scope, funding, and incentives to encourage inter- and intra-team collaborations on translational cancer research. The objective is to accelerate the pace of translational research by developing a consensus process to improve methods for system integration, optimization and validation of next-generation in vivo optical imaging and/or spectroscopy methods and technologies, including contrast agents. Investigators are encouraged to include in vivo molecular imaging methods that give information about molecular events in cells or the extra-cellular milieu. The research scope includes feasibility studies for the detection of pre-cancerous lesions, cancer detection and diagnosis, and measurement or prediction of response to therapy.


2020 ◽  
Vol 2 (1) ◽  
Author(s):  
Dominique Bozec ◽  
Anirudh Sattiraju ◽  
Alexandros Bouras ◽  
Joe G Jesu Raj ◽  
Daniel Rivera ◽  
...  

Abstract Background Longitudinal tracking of tumor growth using noninvasive bioluminescence imaging (BLI) is a key approach for studies of in vivo cancer models, with particular relevance for investigations of malignant gliomas in rodent intracranial transplant paradigms. Akaluciferase (Akaluc) is a new BLI system with higher signal strength than standard firefly luciferase (Fluc). Here, we establish Akaluc BLI as a sensitive method for in vivo tracking of glioma expansion. Methods We engineered a lentiviral vector for expression of Akaluc in high-grade glioma cell lines, including patient-derived glioma stem cell (GSC) lines. Akaluc-expressing glioma cells were compared to matching cells expressing Fluc in both in vitro and in vivo BLI assays. We also conducted proof-of-principle BLI studies with intracranial transplant cohorts receiving chemoradiation therapy. Results Akaluc-expressing glioma cells produced more than 10 times higher BLI signals than Fluc-expressing counterparts when examined in vitro, and more than 100-fold higher signals when compared to Fluc-expressing counterparts in intracranial transplant models in vivo. The high sensitivity of Akaluc permitted detection of intracranial glioma transplants starting as early as 4 h after implantation and with as little as 5000 transplanted cells. The sensitivity of the system allowed us to follow engraftment and expansion of intracranial transplants of GSC lines. Akaluc was also robust for sensitive detection of in vivo tumor regression after therapy and subsequent relapse. Conclusion Akaluc BLI offers superior sensitivity for in vivo tracking of glioma in the intracranial transplant paradigm, facilitating sensitive approaches for the study of glioma growth and response to therapy.


2019 ◽  
Vol 21 (Supplement_3) ◽  
pp. iii55-iii56
Author(s):  
A D Berezovsky ◽  
A Transou ◽  
S Irtenkauf ◽  
L Poisson ◽  
K Hank Wu ◽  
...  

Abstract BACKGROUND Somatic oncogene amplification happens frequently in glioblastoma (GBM). The second most frequently amplified gene encoding receptor tyrosine kinases in GBMs is platelet derived growth factor alpha (PDGFRA) (15%). In contrast, MYC and MYCN amplification occurs in 1.6% and 2.9%, respectively. Our goal was to characterize the role of PDGFRɑ and Myc in GBM. MATERIAL AND METHODS Neurosphere cultures were implanted in cohorts of 10–15 nude mice. 5 PDX lines, presenting median survival of 29–59 days were classified as short survivors, and 5 lines with median survival between 104–134 days classified as long survivors. Total RNA was extracted from PDX terminal tumors (3 biological replicates) and sequenced in a paired-end read format. Mouse reads were filtered out using Xenome. MYC and PDGFRA expression patterns were analyzed in tissue microarrays representing duplicated samples from 40 glioma neurosphere-derived PDX lines by IHC (1 anaplastic oligodendroglioma, 8 recurrent GBM with 2 newly diagnosed/recurrent pairs). Normalized staining intensity (MI) and area (A) were quantified using Fiji/ImageJ. RESULTS PDGFRA, MYC, MYCN gene amplifications were represented in a molecularly diverse panel of GBM patient-derived cancer stem-like cells (CSC) and orthotopic mouse xenografts (PDX). Transforming to a normal distribution (log10), 4/13 of cell lines had a PDGFRA mRNA expression (RPKM) higher than 1.5. Similarly, one PDX line had a staining index of greater than 10, 11 (27.5%) had an index between 5–10. The range of intra-tumoral variance, represented by standard deviation, was 0.09–24.25 highlighting the heterogeneity of PDGFRɑ expression. PDGFRɑ phosphorylation (Y754) did not differ between 8 cell lines cultured in NMGF, but deviated in alternate medias without growth factors, supplemented with FBS. In comparison, MYC(N) mRNA expression is only elevated in the context of a known amplification. Furthermore, a a MYC activity signature consisting of 18 target genes was only evident in the 5 amplified CSC lines. Taking advantage of genomic heterogeneity, we have isolated subclones lacking PDGFRA amplification from a PDGFRA amplified GBM CSC. The absence of PDGFRA amplification reduced the self-renewal potential to 37% of the PDGFRA amplified cell population (p=0.001) in clone 1 and 57% in clone 2 (p=0.013). Pertaining to determinants of in vivo survival, MYC was altered in 80% of short survivors (2/5 MYC, 2/5 MYCN amplification) and in 0% of long survivors. Myc signature was highly correlated with in vivo survival (Pearsons’ corr. = -0.77) and MYC gene expression was correlated with in vivo TMZ resistance (corr. = 0.7). CONCLUSION These results suggest that PDGFRɑ expression and activity can occur in the absence of gene amplification, while Myc activity is dependent on gene amplification. Both oncogenes drive oncogenic pathways that should be explored as therapeutic targets.


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