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1.
J Phys Condens Matter ; 34(23)2022 Apr 05.
Article in English | MEDLINE | ID: mdl-35276680

ABSTRACT

We present a fully charge self-consistent implementation of dynamical mean field theory (DMFT) combined with density functional theory (DFT) for electronic structure calculations of materials with strong electronic correlations. The implementation uses theQuantum ESPRESSOpackage for the DFT calculations, theWannier90code for the up-/down-folding and theTRIQSsoftware package for setting up and solving the DMFT equations. All components are available under open source licenses, are MPI-parallelized, fully integrated in the respective packages, and use an hdf5 archive interface to eliminate file parsing. We show benchmarks for three different systems that demonstrate excellent agreement with existing DFT + DMFT implementations in otherab initioelectronic structure codes.

2.
J Clin Invest ; 129(5): 1940-1945, 2019 05 01.
Article in English | MEDLINE | ID: mdl-30835257

ABSTRACT

BRAF and CRAF are critical components of the MAPK signaling pathway which is activated in many cancer types. In approximately 1% of melanomas, BRAF or CRAF are activated through structural arrangements. We describe here a metastatic melanoma with a GOLGA4-RAF1 fusion and pathogenic variants in CTNNB1 and CDKN2A. Anti-CTLA4/anti-PD1 combination immunotherapy failed to control tumor progression. In the absence of other actionable variants the patient was administered MEK inhibitor therapy on the basis of its potential action against RAF1 fusions. This resulted in a profound and clinically significant response. We demonstrated that GOLGA4-RAF1 expression was associated with ERK activation, elevated expression of the RAS/RAF downstream co-effector ETV5, and a high Ki67 index. These findings provide a rationale for the dramatic response to targeted therapy. This study shows that thorough molecular characterization of treatment-resistant cancers can identify therapeutic targets and personalize management, leading to improved patient outcomes.


Subject(s)
Autoantigens/genetics , MAP Kinase Kinase 1/antagonists & inhibitors , Melanoma/genetics , Protein Kinase Inhibitors/pharmacology , Proto-Oncogene Proteins c-raf/genetics , Skin Neoplasms/genetics , Aged , Alleles , Cyclin-Dependent Kinase Inhibitor p16/metabolism , Extracellular Signal-Regulated MAP Kinases/metabolism , Fluorodeoxyglucose F18/pharmacology , Gene Expression Regulation, Neoplastic , Humans , Male , Neoplasm Metastasis , Oncogene Proteins, Fusion/metabolism , Positron-Emission Tomography , beta Catenin/metabolism
3.
Langmuir ; 35(9): 3534-3544, 2019 03 05.
Article in English | MEDLINE | ID: mdl-30802059

ABSTRACT

The binding of the pentameric capsid protein VP1 of simian virus 40 to its glycosphingolipid receptor GM1 is a key step for the entry of the virus into the host cell. Recent experimental studies have shown that the interaction of variants of soluble VP1 pentamers with giant unilamellar vesicles composed of GM1, DOPC, and cholesterol leads to the formation of tubular membrane invaginations to the inside of the vesicles, mimicking the initial steps of endocytosis. We have used coarse-grained and atomistic molecular dynamics (MD) simulations to study the interaction of VP1 with GM1/DOPC/cholesterol bilayers. In the presence of one VP1 protein, we monitor the formation of small local negative curvature and membrane thinning at the protein binding site as well as reduction of area per lipid. These membrane deformations are also observed under cholesterol-free conditions. However, here, the number of GM1 molecules attached to the VP1 binding pockets increases. The membrane curvature is slightly increased for asymmetric GM1 distribution that mimics conditions in vivo, compared to symmetric GM1 distributions which are often applied in experiments. Slightly smaller inward curvature was observed in atomistic control simulations. Binding of four VP1 proteins leads to an increase of the average intrinsic area per lipid in the protein binding leaflet. Membrane fluctuations appear to be the driving force of VP1 aggregation, as was previously shown for membrane-adhering particles because no VP1 aggregation is observed in the absence of a lipid membrane.


Subject(s)
Capsid Proteins/metabolism , Lipid Bilayers/metabolism , Receptors, Cell Surface/metabolism , Simian virus 40/chemistry , Cholesterol/chemistry , G(M1) Ganglioside/chemistry , Lipid Bilayers/chemistry , Molecular Dynamics Simulation , Phosphatidylcholines/chemistry
4.
Intern Med J ; 49(11): 1378-1385, 2019 11.
Article in English | MEDLINE | ID: mdl-30779277

ABSTRACT

BACKGROUND: The impact of regulatory approvals of new therapies for castration-resistant prostate cancer (CRPC) in Australia is unclear. AIMS: To determine if changes in novel therapy access in Australia affected how clinicians initially managed men with newly diagnosed CRPC. METHODS: Data from patients diagnosed with CRPC from 2013 to 2016 across three Australian hospitals were retrospectively collected. Baseline clinicopathological factors and initial management decision at the time of CRPC development (early treatment (ET) vs deferred treatment (DT)) were recorded. Categorical variables between cohorts were compared by Chi-squared analysis. Cox regression analysis was performed to assess the impact of CRPC diagnosis year on time to commencing life-prolonging systemic treatment (TTT). RESULTS: Our study identified 137 CRPC patients, with 126 (92%) patients receiving life-prolonging systemic treatment. The median age was 73 years. The initial management decision was DT in 71 (52%) patients and ET in 66 (48%) patients. There was a significant shift from DT to ET during the study period (2013-2014: DT 61% vs ET 33%; 2015-2016: DT 39% vs ET 67%; P = 0.004), with a rise in novel androgen receptor signalling inhibitor use and simultaneous reduction in first-generation antiandrogen use at CRPC development. Each successive CRPC diagnosis year was associated with shorter TTT on univariate analysis (HR: 1.5, 95% CI: 1.3-1.7, P < 0.001). CONCLUSION: Over time, clinicians are favouring earlier introduction of life-prolonging systemic treatment at the development of CRPC. This trend is largely driven by substantial uptake of novel androgen receptor signalling inhibitors as the preferred initial treatment for CRPC patients.


Subject(s)
Androgen Antagonists/therapeutic use , Androgen Receptor Antagonists/therapeutic use , Prostatic Neoplasms, Castration-Resistant/drug therapy , Adult , Aged , Aged, 80 and over , Australia , Disease Progression , Factor Analysis, Statistical , Humans , Male , Middle Aged , Proportional Hazards Models , Prostate-Specific Antigen , Retrospective Studies , Time Factors
5.
Asia Pac J Clin Oncol ; 15(3): 136-143, 2019 Jun.
Article in English | MEDLINE | ID: mdl-30761750

ABSTRACT

BACKGROUND: Metastatic colorectal cancer (mCRC) patients with a right-sided primary (RC) have an inferior survival to mCRC arising from a left-sided primary (LC). Previous analyses have suggested multiple factors contribute. METHODS: The Treatment of Recurrent and Advanced Colorectal Cancer (TRACC) Registry prospectively captured data on consecutive mCRC patients. RC were defined as tumors proximal to the splenic flexure; LC were those at and distal to the splenic flexure and included rectal cancers. Patient, tumor, treatment, and survival data were analyzed stratified by side. RESULTS: Of 2306 patients enrolled from July 2009-March 2018, 747 (32%) had an RC. Patients with RC were older, more likely to be female and have a Charlson score ≥3. RC were more frequently BRAF mutated, deficient in mismatch repair, associated with peritoneal metastases, and less likely to receive chemotherapy. Progression-free survival on first-line systemic therapy was inferior for RC patients (8.1 vs. 10.8 months, hazard ratio [HR] for progression in RC 1.38, P < 0.001). Median overall survival for all RC patients was inferior (19.6 vs. 27.5 months, HR for death in RC 1.44, P < 0.001), and inferior within the treated (21 vs. 29.5 months, HR 1.52, P < 0.001) and untreated subgroups (5.9 vs. 10.3 months, HR 1.38, P = 0.009). Primary side remained a significant factor for overall survival in multivariate analysis. CONCLUSION: Our data from a real-world population confirms the poorer prognosis associated with RC. Primary tumor location remains significantly associated with overall survival even when adjusting for multiple factors, indicating the existence of further side-based differences that are as yet undefined.


Subject(s)
Colorectal Neoplasms/mortality , Colorectal Neoplasms/pathology , Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Prognosis , Proportional Hazards Models , Retrospective Studies
6.
Asia Pac J Clin Oncol ; 14(1): 84-90, 2018 Feb.
Article in English | MEDLINE | ID: mdl-29083093

ABSTRACT

AIM: Precision oncology involves molecularly matching patients to targeted agents usually in early drug development (EDD) programs. Molecular profiling (MP) identifies actionable targets. Comprehensive commercial MP platforms are costly and in resource limited environments, a more practical approach to MP is necessary to support EDD and precision oncology. We adopted a clinician-directed, tailored approach to MP to enrol patients onto molecularly targeted trials. We report the feasibility of this approach. METHODS: All patients referred to the Royal Melbourne Hospital (RMH) EDD between September 2013 and September 2015 were identified in a prospective database. Key captured data included clinicopathological data, MP platform ordered (if any), molecular targets identified and subsequent enrolment onto clinical trials. EDD-clinician decisions to order MP and the platform utilized was guided by patient consultation, tumor type, trial availability and requirement for molecular information. RESULTS: We identified 377 patients referred to RMH EDD. A total of 216 (57%) had MP ordered. The remainder had known actionable targets (19%), or were inappropriate for clinical trials (24%). In those undergoing MP, 187 genetic aberrations were found in 113 patients with 98 considered actionable targets in 86 patients. Ninety-eight (25%) patients were enrolled onto a clinical trial, including 40 (11%) receiving molecularly matched treatments. Median progression-free survival was improved in patients enrolled onto molecularly matched trials compared to those on unmatched trials (3.6 months vs 1.9 months, HR 0.58 [0.38-0.89], P  =  0.013). CONCLUSION: A clinician-directed, tailored approach to the use of MP is feasible, resulting in 11% of patients enrolled onto molecularly matched trials.


Subject(s)
Neoplasms/drug therapy , Neoplasms/genetics , Precision Medicine/methods , Disease-Free Survival , Female , Humans , Male , Middle Aged , Molecular Targeted Therapy , Prospective Studies
7.
Article in English | MEDLINE | ID: mdl-28943331

ABSTRACT

OBJECTIVE: To examine the impact of granulocyte-colony stimulating factor (G-CSF) use on the incidence and severity of bleomycin-induced pneumonitis (BIP) in patients with germ cell tumor (GCT) receiving first-line chemotherapy. PATIENTS AND METHODS: Clinical data from our institutional GCT database was complemented by review of radiology, pharmacy, and medical records. All patients receiving first line chemotherapy between January 1, 2000 and December 31, 2010 were included. Patients receiving at least 1 dose of G-CSF were identified. BIP was graded using Common Terminology Criteria for Adverse Events criteria. Logistic regression was used to explore predictors for risk and severity of BIP. Statistical significance was defined as P < .05. RESULTS: Data on 212 patients with GCT treated with a bleomycin-containing chemotherapy regimen were available. The median age was 31 years. The median follow-up period was 36.7 months. BIP occurred in 73 patients (34%), a majority (n = 55) of which were asymptomatic events (Common Terminology Criteria for Adverse Events, grade 1). G-CSF use was not associated with increased risk of BIP in multivariable analyses (odds ratio, 1.60; P = .13), nor was it associated with increased severity of symptomatic BIP (on average 1.22 grades higher; P = .09). There was a non-statistically significant trend towards greater risk of BIP in patients that developed renal impairment during chemotherapy treatment (odds ratio, 2.56; P = .053). CONCLUSION: In patients with GCT receiving first line chemotherapy, G-CSF use is not associated with an increased risk of BIP. Furthermore, the use of G-CSF did not have any significant effect on the severity of BIP events. Clinicians are reminded to be vigilant of patients that develop renal impairment while undergoing chemotherapy treatment, given the greater risk of BIP.

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