A Genome Wide shRNA Screen In Primary Human AML Cells Identifies ROCK1 As a Novel Therapeutic Target

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 170-170
Author(s):  
Martin Wermke ◽  
Aylin Camgoz ◽  
Maciej Paszkowski-Rogacz ◽  
Sebastian Thieme ◽  
Malte von Bonin ◽  
...  

Abstract In spite of recent advances, the prognosis especially of elderly AML patients remains unsatisfactory with survival rates of less than 10 % at 10 years. Genome-wide RNA-interference screens systematically interrogating the specific vulnerabilities of leukemic cells could be a valuable tool to identify novel therapeutic targets in this patient population. So far, such screens have only been done in immortalized cell lines and / or at sub-genome scale, which limits their transferability to individual patients. Therefore, we set out to establish an unbiased genome-wide pooled shRNA screen in primary human AML cells to prove the feasibility and test the possible clinical implications of such an approach. Lentiviral transduction of primary leukemic blasts from a 67-year old patient with AML FAB M1 with a pooled shRNA library (Mission TRC shRNA library SP1, Sigma) according to a specifically optimized protocol resulted in a transduction rate of 25 %, thus rendering multiple integrants unlikely. An aliquot of the cells was separated for DNA extraction directly after removal of viral supernatant (day 0) and after 9 days of suspension culture (day 9). ShRNA barcodes integrated into the genome of the host cells were read out using PCR-coupled next-generation sequencing (HiSeq 2000, Illumina). Of 7709 shRNA contained in the library, 6626 were recovered with at least 10 reads in the day 0 sample. After 9 days of culture, 25 shRNA targeting a total of 12 genes were identified as potentially lethal to the patient's AML-cells (Table 1). All of these shRNA were subjected to single-shRNA transduction experiments using leukemic cells from the same donor. In fact, 18 of 25 shRNA were validated with respect to viability. Knockdown specificity was documented for all validated shRNA by qPCR. For further analyses we focused only on those 7 genes in which more than 50% of the shRNA identified in the pooled screen could be validated (Table 1). These genes were assessed for druggability using publicly available databases. For exploration of the potential therapeutic implications of our screen we chose ROCK1 as a potential target, because Fasudil, a specific ROCK1 inhibitor, has already been licensed for the treatment of pulmonary hypertension in humans.Table.Table1No. shRNAs >100 reads day 0No. scoring shRNA in pooled screenNo. valdiated shRNA in single shRNA experimentsOverall gene validation statusBNIPL322ValidatedC7orf16322ValidatedCCRL1321Not validatedDGAT2321Not validatedDUSP14320Not validatedMAP3K6422ValidatedROCK1532ValidatedRPS13322ValidatedSF3A1321Not validatedSNX27422ValidatedSTK3422ValidatedWDHD1220Not validated Knockdown of ROCK1 in primary leukemic blasts led to rapid cell-cycle arrest and cell-death. Treatment with Fasudil proved to be equally effective in killing leukemic cells. Compared to primary leukemic cells from the original as well as from other AML patients, Fasudil seemed to be less toxic to hematopoietic cells derived from healthy volunteer donors. RNA-sequencing revealed that in comparison to the healthy controls none of the studied AML patients demonstrated a significant overexpression of ROCK1. Moreover there was no indication for a functional ROCK1 mutation in the analyzed AML samples. Feeder based long-term culture initiating cell (LTC-IC) assays further suggested that Fasudil had a significant negative effect on the self-renewal capacity of primary human leukemic stem/progenitor cells (Figure 1). Studies in xenograft-models to assess the stem cell toxicity of ROCK1 inhibition in more detail are currently ongoing.Figure.Figure. Taken together our results show that pooled shRNA screens in primary patient-derived leukemic cells are feasible and able to pinpoint novel therapeutic targets, which might be missed in mutation- or overexpression-based approaches. Further optimization of transduction and screening protocols might enable such screens to assist physicians in the selection of optimal therapeutic strategies especially in poor risk AML. Disclosures: No relevant conflicts of interest to declare.

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2457-2457
Author(s):  
Hong (Jenny) Gao ◽  
Xiaoming Wu ◽  
Zhenglun (Jerry) Zhu

Abstract Abstract 2457 Acute lymphoblastic leukemia (ALL) is the most common malignancy in children, representing about a third of all pediatric cancers. Despite significant progress in ALL treatment over the past decades, relapse occurs in about 20% cases, which are often resistant to conventional chemotherapy. The canonical Wnt/b-catenin signaling has been implicated in pathogenesis of ALL, and has been a target of intensive investigation for its potential application in cancer prevention and treatment. During our recent studies, using methods of reverse genetics and developmental modeling of Xenopus embryogenesis, we identified VentX as a novel Wnt antagonist and a putative tumor suppressor in lymphocyte leukemia. On the basis of our prior findings that VentX inhibit proliferation of lymphoblastic leukemic cells, our current studies are designed to explore the potential role of VentX as a novel therapeutic target of ALL and its underlying mechanisms. Using lymphoblastic cell model and real-time RT-PCR technique, we found that VentX expression can be induced by chemotherapeutic agents. We found that elevated expression of VentX caused a senescence phenotype in lymphoblastic leukemic cells and importantly, down-regulation of VentX expression by RNA interference technique led to strong attenuation of the cytotoxic effects of chemotherapeutic agents. Mechanistically, we found that VentX binds to the promoter and p53 and p16 and transactivates the p53/p21 and the p16/pRb senescence pathways, which have been implicated in pathogenesis of ALL. We found further that VentX control these two senescence pathways in primary B lymphocytes and that inactivation of both pathways rather than one is required to abolish the inhibitory effects of VentX on the proliferation of lymphoblastic leukemia cells. In summary, the results of our investigation suggest that VentX is a novel therapeutic target of ALL. We found that VentX poised as a pivotal link between the oncogenic Wnt signaling pathway and the tumor suppressing senescence pathway. Given the implications of Wnt and senescence pathway in leukemia stem cells, a resource of chemo-resistance and relapse, targeting VentX may present novel opportunities for managing refractory cases of ALL and the eventual cure of the diseases. Disclosures: No relevant conflicts of interest to declare.


2013 ◽  
Vol 20 (5) ◽  
pp. 1135-1145 ◽  
Author(s):  
Sophia Adamia ◽  
Benjamin Haibe-Kains ◽  
Patrick M. Pilarski ◽  
Michal Bar-Natan ◽  
Samuel Pevzner ◽  
...  

2013 ◽  
Author(s):  
Janice Pong ◽  
Aleksandra Pandyra ◽  
Carolyn Goard ◽  
Elke Ericson ◽  
Kevin Brown ◽  
...  

2014 ◽  
Author(s):  
Sean J. Leith ◽  
Susan E. Kuruvilla ◽  
Jason Moffat ◽  
Ann F. Chambers ◽  
Eva A. Turley ◽  
...  

2019 ◽  
Vol 11 (10) ◽  
Author(s):  
Abir Arfaoui ◽  
Claire Rioualen ◽  
Violette Azzoni ◽  
Guillaume Pinna ◽  
Pascal Finetti ◽  
...  

Blood ◽  
2011 ◽  
Vol 118 (21) ◽  
pp. 2739-2739
Author(s):  
Carlo Gambacorti-Passerini ◽  
Simona Valletta ◽  
Alessandra Stasia ◽  
Alexander Leeksma ◽  
Nitesh Sharma ◽  
...  

Abstract Abstract 2739 Chronic Myeloid Leukemia (CML) is caused by the BCR-ABL1 fusion. It is however unknown if CML patients at diagnosis harbor additional genetic mutations and whether these mutation, if present, contribute to the clinical course of the disease and to the response to tyrosine kinase inhibitors (TKIs).To this aim 8 CML patients (pts) in Chronic Phase (CP) were studied at diagnosis after informed consent and before any specific treatment. Mononuclear cells were obtained from the Peripheral Blood or the Bone Marrow (BM) and consisted of >80% myeloid cells, as evaluated by FACS analysis. Lymphocytes were obtained from PB samples, after culture with PHA/IL2 for 2–3 weeks and consisted of >80% Ph negative lymphoid cells. The exon-capture protocol was performed on myeloid leukemic cells and normal lymphocytes from the same patients using the Illumina TruSeq Exome Enrichment Kit. The enriched DNA was sequenced with a Genome Analyzer IIx (Illumina), using a 60 bases paired-end run protocol and the TruSeq chemistry. On average, 10 Gigabases per exome were generated. The bioinformatic analysis was performed using the Galaxy framework (http://main.g2.bx.psu.edu/); the cross-match between leukemic and normal exomes was performed with dedicated in-house C# software. The percentage of reads matching the reference human genome was over 90%, with a mean exon coverage of over 73-fold and a percentage of exons with a mean coverage ≥ 20x of over 90% for both the leukemic sample and the control. A total of 61 non synonymous heterozygous somatic mutations were identified (range 1–26/pt), vs 40 synonymous mutations (range 0–20/pt) which were present in ≥35% of reads, corresponding to ≥88% of cells analyzed.A positive correlation (r=0.55, p=0.03) was found between pt age and number of mutations identified, but not with other clinical variables such as Sokal score. Among the 61 variants, 31.4% ranked more than 1.0 and 19.7% more than 2.0 in the GeneRanker cancer scoring system (http://cbio.mskcc.org/tcga-generanker/), including genes such as ASXL1, PATZ1, MAP3K4 and ROR2. The average number of total mutations (see Table) did not differ between pts with positive and negative clinical course (7.3 vs 7.6). However, pts who showed a negative clinical course tended to have more mutations with high scores than pts who responded to first line TKI therapy (7.7±3.7 vs. 3.4±2.8 p=0.08). These data show that genetic alterations (including genes known to cause cancer) are usually present at the time of CML diagnosis, in addition to the BCR-ABL1 fusion. This fact does not necessarily impair the effect of TKI treatment. The number of mutations is proportional to pt age and pts with TKI treatment failure tend to have a higher number of mutations known to be involved in malignant transformation. Patient CharacteristicsPtAgeSokal scoreSynonimous mutationsNon-synonimous mutationsMCyR by 9 months on imatinib1250.811Yes2230.823No3681.62026Yes4552.61115No5520.6626Yes6450.0101Yes7490.6524Yes8221.5225No Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2012 ◽  
Vol 120 (21) ◽  
pp. 2466-2466 ◽  
Author(s):  
Laura B. Ramsey ◽  
John C Panetta ◽  
Colton Smith ◽  
Wenjian Yang ◽  
Yiping Fan ◽  
...  

Abstract Abstract 2466 High-dose methotrexate (HDMTX) is an important element of chemotherapy for acute lymphoblastic leukemia (ALL) and other malignancies. Methotrexate clearance influences cure and toxicity in children with acute lymphoblastic leukemia (ALL). HDMTX schedules and doses vary widely among treatment protocols. The Children's Oncology Group (COG) tested the efficacy of 6 courses of 2 g/m2 over 4 hours versus 1 g/m2 over 24 hours (P9904 and P9905 protocols). Patients were assigned to one of four arms for consolidation: A, 24-hour methotrexate infusion (1 g/m2) and no delayed intensification (DI); B, 4-hour methotrexate infusion (2 g/m2) with no DI; C, 24-hour methotrexate infusion with DI; D, 4-hour methotrexate infusion with DI. We estimated methotrexate clearance for 1279 patients treated on these protocols, with two plasma MTX concentrations per course, using a Bayesian pharmacokinetic modeling approach. Germline genetic variation was assessed using the Affymetrix 6.0 array, and other single nucleotide polymorphisms (SNPs) were imputed based on 1000 Genomes reference data, yielding 5.2 million SNP genotypes evaluable per patient. Average MTX clearance was highly variable, with a median (range) of 164 (65–355) and 109 (49–290) ml/min/m2 for the 24-hour and 4-hour infusions, respectively. Methotrexate clearance was lower in older children (p = 7 × 10−7), girls (p = 2.7 × 10−4), and patients who received a delayed intensification phase during consolidation (p = 0.0022). Adjusting for age, gender, race, and treatment arm, a genome-wide analysis showed that methotrexate clearance was associated with polymorphisms in SLCO1B1(p = 2.1 × 10−11), a gene that encodes for an organic anion transporter that is known to transport methotrexate. This replicates our previous findings (Trevino et al, J Clin Oncol. 2009;27(35):5972-8) that polymorphisms in SLCO1B1 influence methotrexate clearance in ALL patients treated on St. Jude protocols with three different HDMTX schedules. In a combined meta-analysis including the 1279 COG patients and 699 St. Jude patients, and adjusting for age, gender, race, and treatment arm, the association of methotrexate clearance with SLCO1B1 SNP rs4149056 yields a p-value of 3.1 × 10−19 (Figure). Even after adjustment for the rs4149056 SNP, other polymorphisms in SLCO1B1 remained significantly related to methotrexate clearance, indicating that there are multiple variants in SLCO1B1 that can influence methotrexate clearance. Validation of the association of this gene with five different treatment regimens of methotrexate solidifies the robustness of this pharmacogenomic determinant of methotrexate clearance. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 4892-4892
Author(s):  
Jason X Cheng ◽  
John Anastasi ◽  
James W. Vardiman

Disease- or treatment-associated chromatin conformation has yet to be illustrated. Here we first demonstrate that monocytic and erythroid leukemia cell lines have distinctly different chromatin conformation at the PU.1 locus: a looped, connected, RNA-polymerase-II-bound, active conformation in the former and a disconnected, inactive conformation in the latter. These conformations undergo opposite transformations, becoming more active in the erythroid leukemia line and less active in the monocytic leukemia line, in response to both DNA and histone hypomethylating drugs.To explore the underlying mechanisms we developed a novel method to analyze DNA modifications. We demonstrate that the erythroid leukemia line has a marked drug-responsive change in both hydroxymethyl-CpG and 5-meythyl-CpG at the promoter, whereas the monocytic leukemia line has a higher level bivalent histone/chromatin with co-localized H3K4me3 and H3K27me3 at the enhancer. Consequently, the erythroid leukemia line is more sensitive to DNA hypomethylation while the monocytic leukemia line is more sensitive to histone hypomethylation. Further studies on clinical leukemia samples confirm the findings, and demonstrate that the leukemic cells from the clinical samples have different chromatin conformations with much more bivalent chromatin and denser DNA/histone modifiers and are more sensitive to hypomethylating drugs, compared to normal controls. Different chromatin conformations dictate preferential drug responses and open new diagnostic and therapeutic avenues. Disclosures: No relevant conflicts of interest to declare.


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