The CRISPR-Cas9 system has revolutionized gene editing both at single genes and in multiplexed loss-of-function screens, thus enabling precise genome-scale identification of genes essential for ...proliferation and survival of cancer cells. However, previous studies have reported that a gene-independent antiproliferative effect of Cas9-mediated DNA cleavage confounds such measurement of genetic dependency, thereby leading to false-positive results in copy number-amplified regions. We developed CERES, a computational method to estimate gene-dependency levels from CRISPR-Cas9 essentiality screens while accounting for the copy number-specific effect. In our efforts to define a cancer dependency map, we performed genome-scale CRISPR-Cas9 essentiality screens across 342 cancer cell lines and applied CERES to this data set. We found that CERES decreased false-positive results and estimated sgRNA activity for both this data set and previously published screens performed with different sgRNA libraries. We further demonstrate the utility of this collection of screens, after CERES correction, for identifying cancer-type-specific vulnerabilities.
A comprehensive understanding of the molecular vulnerabilities of every type of cancer will provide a powerful roadmap to guide therapeutic approaches. Efforts such as The Cancer Genome Atlas Project ...will identify genes with aberrant copy number, sequence, or expression in various cancer types, providing a survey of the genes that may have a causal role in cancer. A complementary approach is to perform systematic loss-of-function studies to identify essential genes in particular cancer cell types. We have begun a systematic effort, termed Project Achilles, aimed at identifying genetic vulnerabilities across large numbers of cancer cell lines. Here, we report the assessment of the essentiality of 11,194 genes in 102 human cancer cell lines. We show that the integration of these functional data with information derived from surveying cancer genomes pinpoints known and previously undescribed lineage-specific dependencies across a wide spectrum of cancers. In particular, we found 54 genes that are specifically essential for the proliferation and viability of ovarian cancer cells and also amplified in primary tumors or differentially overexpressed in ovarian cancer cell lines. One such gene, PAX8, is focally amplified in 16% of high-grade serous ovarian cancers and expressed at higher levels in ovarian tumors. Suppression of PAX8 selectively induces apoptotic cell death of ovarian cancer cells. These results identify PAX8 as an ovarian lineage-specific dependency. More generally, these observations demonstrate that the integration of genome-scale functional and structural studies provides an efficient path to identify dependencies of specific cancer types on particular genes and pathways.
Pharmacologically difficult targets, such as MYC transcription factors, represent a major challenge in cancer therapy. For the childhood cancer neuroblastoma, amplification of the oncogene MYCN is ...associated with high-risk disease and poor prognosis. Here, we deployed genome-scale CRISPR-Cas9 screening of MYCN-amplified neuroblastoma and found a preferential dependency on genes encoding the polycomb repressive complex 2 (PRC2) components EZH2, EED, and SUZ12. Genetic and pharmacological suppression of EZH2 inhibited neuroblastoma growth in vitro and in vivo. Moreover, compared with neuroblastomas without MYCN amplification, MYCN-amplified neuroblastomas expressed higher levels of EZH2. ChIP analysis showed that MYCN binds at the EZH2 promoter, thereby directly driving expression. Transcriptomic and epigenetic analysis, as well as genetic rescue experiments, revealed that EZH2 represses neuronal differentiation in neuroblastoma in a PRC2-dependent manner. Moreover, MYCN-amplified and high-risk primary tumors from patients with neuroblastoma exhibited strong repression of EZH2-regulated genes. Additionally, overexpression of IGFBP3, a direct EZH2 target, suppressed neuroblastoma growth in vitro and in vivo. We further observed strong synergy between histone deacetylase inhibitors and EZH2 inhibitors. Together, these observations demonstrate that MYCN upregulates EZH2, leading to inactivation of a tumor suppressor program in neuroblastoma, and support testing EZH2 inhibitors in patients with MYCN-amplified neuroblastoma.
Using a genome-scale, lentivirally delivered shRNA library, we performed massively parallel pooled shRNA screens in 216 cancer cell lines to identify genes that are required for cell proliferation ...and/or viability. Cell line dependencies on 11,000 genes were interrogated by 5 shRNAs per gene. The proliferation effect of each shRNA in each cell line was assessed by transducing a population of 11M cells with one shRNA-virus per cell and determining the relative enrichment or depletion of each of the 54,000 shRNAs after 16 population doublings using Next Generation Sequencing. All the cell lines were screened using standardized conditions to best assess differential genetic dependencies across cell lines. When combined with genomic characterization of these cell lines, this dataset facilitates the linkage of genetic dependencies with specific cellular contexts (e.g., gene mutations or cell lineage). To enable such comparisons, we developed and provided a bioinformatics tool to identify linear and nonlinear correlations between these features.
A carbon-capped supply chain network problem Diabat, A.; Simchi-Levi, D.
2009 IEEE International Conference on Industrial Engineering and Engineering Management,
2009-Dec.
Conference Proceeding
Odprti dostop
The Kyoto protocol was negotiated as a global effort to reduce greenhouse gas (GHG) emissions. The future standing of companies will be seriously affected by the steps they take today in regards to ...the environment. Perhaps, if vigilant actions are not taken by a firm then it could easily be left behind in today's highly competitive world. This paper presents a novel optimization model for green supply chain management, which integrates environmental management and its impact into the supply chain while taking carbon emissions into account. The model, which we formulate as a mixed-integer program (MIP), can help to reveal an optimal strategy for companies to meet their carbon cap, while minimizing opportunity cost. We demonstrate the viability of the model via a computational study.
Cerebrospinal fluid (CSF) drainage serves an important role in the management of patients with established or potential CSF fistulae. Classically, a lumbar CSF drain has been used for this purpose ...and has been shown to be safe and effective. In certain cases, such as extensive previous lumbar surgery, a lumbar drain cannot be used. In such instances, a cervical CSF drain can be inserted via a lateral C1-2 puncture and provides an excellent and safe alternative.
To describe the technique, safety, and effectiveness of placing a cervical drain for CSF drainage. Pitfalls and possible complications and their avoidance are also discussed.
Twenty-seven cervical drains were placed in 24 patients with a mean age of 56.1 years (range, 19-82 years). There were 13 women and 11 men. All cervical drains were placed via a lateral C1-2 puncture under direct fluoroscopic vision. A standard Hermetic closed-tip lumbar catheter was used in all cases. The drains were in place for an average of 5.96 days (range, 3-11 days). CSF surveillance was performed on the day of placement as well as every 48 hours that the drain was in place.
Cervical drain placement was achieved in all cases, allowing for continuous CSF drainage. No permanent procedural complications occurred. There were no instances of meningitis.
Placement of a cervical intrathecal catheter for CSF drainage is a safe and effective alternative when lumbar access is contraindicated or not achievable.
BACKGROUND:
Cystic lesions of the liver consist of a heterogeneous group of disorders and may present a diagnostic and therapeutic challenge. Large hepatic cysts tend to be symptomatic and can cause ...complications more often than smaller ones.
STUDY DESIGN:
We performed a retrospective review of adults diagnosed with large (≥4cm) hepatic cystic lesions at our center, over a period of 15 years. Polycystic disease and abscesses were not included.
RESULTS:
Seventy-eight patients were identified. In 57 the lesions were simple cysts, in 8 echinococcal cysts, in 8 hepatobiliary cystadenomas, and in 1 hepatobiliary cystadenocarcinoma. In four patients, the precise diagnosis could not be ascertained. Mean size was 12.1cm (range, 4 to 30cm). Most simple cysts were found in women (F:M, 49:8). Bleeding into a cyst (two patients) and infection (one patient) were rare manifestations. Percutaneous aspiration of 28 simple cysts resulted in recurrence in 100% of the cases within 3 weeks to 9 months (mean 4
1
2
months). Forty-eight patients were treated surgically by wide unroofing or resection (laparoscopically in 18), which resulted in low recurrence rates (11% for laparoscopy and 13% for open unroofing). Four of the eight patients with echinococcal cysts were symptomatic. All were treated by open resection after irrigation of the cavity with hypertonic saline. There was no recurrence during a followup period of 2 to 14 years. Hepatobiliary cystadenomas occurred more commonly in women (F:M, 7:1) and in the left hepatic lobe (left:right, 8:0). Seven were multiloculated. All were treated by open resection, with no recurrence, and none had malignant changes. Cystadenocarcinoma was diagnosed in a 77-year-old man, and was treated by left hepatic lobectomy.
CONCLUSIONS:
Large symptomatic simple cysts invariably recur after percutaneous aspiration. Laparoscopic unroofing can be successfully undertaken, with a low recurrence rate. Open resection after irrigation with hypertonic saline is a safe and effective treatment for echinococcal cysts. Hepatobiliary cystadenomas have predilection for women and for the left hepatic lobe. Malignant transformation is an uncommon but real risk. Open resection is a safe and effective treatment for hepatobiliary cystadenoma, and is associated with a low recurrence rate.
Pharmacologically difficult targets, such as MYC transcription factors, represent a major challenge in cancer therapy. For the childhood cancer neuroblastoma, amplification of the oncogene MYCN is ...associated with high-risk disease and poor prognosis. Here, we deployed genome-scale CRISPR-Cas9 screening of MYCN-amplified neuroblastoma and found a preferential dependency on genes encoding the polycomb repressive complex 2 (PRC2) components EZH2, EED, and SUZ12. Genetic and pharmacological suppression of EZH2 inhibited neuroblastoma growth in vitro and in vivo. Moreover, compared with neuroblastomas without MYCN amplification, MYCN-amplified neuroblastomas expressed higher levels of EZH2. ChIP analysis showed that MYCN binds at the EZH2 promoter, thereby directly driving expression. Transcriptomic and epigenetic analysis, as well as genetic rescue experiments, revealed that EZH2 represses neuronal differentiation in neuroblastoma in a PRC2-dependent manner. Moreover, MYCN-amplified and high-risk primary tumors from patients with neuroblastoma exhibited strong repression of EZH2-regulated genes. Additionally, overexpression of IGFBP3, a direct EZH2 target, suppressed neuroblastoma growth in vitro and in vivo. We further observed strong synergy between histone deacetylase inhibitors and EZH2 inhibitors. Together, these observations demonstrate that MYCN upregulates EZH2, leading to inactivation of a tumor suppressor program in neuroblastoma, and support testing EZH2 inhibitors in patients with MYCN-amplified neuroblastoma.
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