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2.
Nat Med ; 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38824244

RESUMO

Inhibition of histone lysine acetyltransferases (KATs) KAT6A and KAT6B has shown antitumor activity in estrogen receptor-positive (ER+) breast cancer preclinical models. PF-07248144 is a selective catalytic inhibitor of KAT6A and KAT6B. In the present study, we report the safety, pharmacokinetics (PK), pharmacodynamics, efficacy and biomarker results from the first-in-human, phase 1 dose escalation and dose expansion study (n = 107) of PF-07248144 monotherapy and fulvestrant combination in heavily pretreated ER+ human epidermal growth factor receptor-negative (HER2-) metastatic breast cancer (mBC). The primary objectives of assessing the safety and tolerability and determining the recommended dose for expansion of PF-07248144, as monotherapy and in combination with fulvestrant, were met. Secondary endpoints included characterization of PK and evaluation of antitumor activity, including objective response rate (ORR) and progression-free survival (PFS). Common treatment-related adverse events (any grade; grades 3-4) included dysgeusia (83.2%, 0%), neutropenia (59.8%, 35.5%) and anemia (48.6%, 13.1%). Exposure was approximately dose proportional. Antitumor activity was observed as monotherapy. For the PF-07248144-fulvestrant combination (n = 43), the ORR (95% confidence interval (CI)) was 30.2% (95% CI = 17.2-46.1%) and the median PFS was 10.7 (5.3-not evaluable) months. PF-07248144 demonstrated a tolerable safety profile and durable antitumor activity in heavily pretreated ER+HER2- mBC. These findings establish KAT6A and KAT6B as druggable cancer targets, provide clinical proof of concept and reveal a potential avenue to treat mBC. clinicaltrial.gov registration: NCT04606446 .

3.
Neurooncol Adv ; 4(1): vdac096, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35821680

RESUMO

Background: The genomic and overall biologic landscape of glioblastoma (GB) has become clearer over the past 2 decades, as predictive and prognostic biomarkers of both de novo and transformed forms of GB have been identified. The oral chemotherapeutic agent temozolomide (TMZ) has been integral to standard-of-care treatment for nearly 2 decades. More recently, the use of non-pharmacologic interventions, such as application of alternating electric fields, called Tumor-Treating Fields (TTFields), has emerged as a complementary treatment option that increases overall survival (OS) in patients with newly diagnosed GB. The genomic factors associated with improved or lack of response to TTFields are unknown. Methods: We performed comprehensive genomic analysis of GB tumors resected from 55 patients who went on to receive treatment using TTFields, and compared results to 57 patients who received standard treatment without TTFields. Results: We found that molecular driver alterations in NF1, and wild-type PIK3CA and epidermal growth factor receptor (EGFR), were associated with increased benefit from TTFields as measured by progression-free survival (PFS) and OS. There were no differences when stratified by TP53 status. When NF1, PIK3CA, and EGFR status were combined as a Molecular Survival Score, the combination of the 3 factors significantly correlated with improved OS and PFS in TTFields-treated patients compared to patients not treated with TTFields. Conclusions: These results shed light on potential driver and passenger mutations in GB that can be validated as predictive biomarkers of response to TTFields treatment, and provide an objective and testable genomic-based approach to assessing response.

4.
Bioinformatics ; 37(20): 3626-3631, 2021 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-34009295

RESUMO

MOTIVATION: When designing prediction models built with many features and relatively small sample sizes, feature selection methods often overfit training data, leading to selection of irrelevant features. One way to potentially mitigate overfitting is to incorporate domain knowledge during feature selection. Here, a feature ranking algorithm called 'Family Rank' is presented in which features are ranked based on a combination of graphical domain knowledge and feature scores computed from empirical data. RESULTS: A simulated dataset is used to demonstrate a scenario in which family rank outperforms other state-of-the-art graph based ranking algorithms, decreasing the sample size needed to detect true predictors by 2- to 3-fold. An example from oncology is then used to explore a real-world application of family rank. AVAILABILITY AND IMPLEMENTATION: An implementation of Family Rank is freely available at https://cran.r-project.org/package=FamilyRank. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.

5.
Transl Lung Cancer Res ; 10(3): 1231-1238, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-33889505

RESUMO

BACKGROUND: Higher tumor mutation burden (TMB) in advanced non-small cell lung cancer (NSCLC) is associated with superior outcomes with checkpoint inhibitor therapy. Tissue samples subject to TMB analysis may be acquired after DNA-damaging therapies such as chemotherapy or radiation. The impact of these therapies on TMB results is unclear. This retrospective analysis explored differences in TMB among treatment-naïve samples and treatment-experienced samples. METHODS: NSCLC samples that underwent molecular profiling at a CLIA-certified genomics laboratory (Caris Life Sciences, Phoenix, AZ) and had available treatment and clinical history were identified. TMB was estimated by counting all coding variants (missense, nonsense, frameshift, in-frame InDels) identified by next-generation sequencing. Exceptions were synonymous mutations and any single nucleotide polymorphisms described as germline. History was reviewed under an IRB approved protocol to determine whether patients had received cytotoxic chemotherapy or radiation therapy in the year prior to collection of the tissue subject to TMB analysis. TMB values were compared between cohorts using the Wilcoxon test. Smoking adjusted P values were calculated using the chi-squared test of deviance. RESULTS: TMB was calculated for 970 annotated tumor specimens. Of these, 155 patients received chemotherapy and/or radiation prior to tissue collection. The median TMB was 8 mut/Mb in both the treatment-naïve and treatment-experienced cohorts. After adjusting for smoking, there was no significant difference in TMB between these cohorts (P=0.22). When analyzed separately, neither prior chemotherapy nor prior radiation therapy influenced TMB. TMB was higher when the specimen source was collected from a metastatic site compared to the primary site. CONCLUSIONS: Prior exposure to chemotherapy or radiation therapy was not associated with a significant difference in TMB.

6.
Sci Rep ; 11(1): 5639, 2021 03 11.
Artigo em Inglês | MEDLINE | ID: mdl-33707526

RESUMO

Patients with cancer demonstrate particularly poor outcomes from COVID-19. To provide information essential for understanding the biologic underpinnings of this association, we analyzed whole-transcriptome RNA expression data obtained from a large cohort of cancer patients to characterize expression of ACE2, TMPRSS2, and other proteases that are involved in viral attachment to and entry into target cells. We find substantial variability of expression of these factors across tumor types and identify subpopulations expressing ACE2 at very high levels. In some tumor types, especially in gastrointestinal cancers, expression of ACE2 and TMPRSS2 is highly correlated. Furthermore, we found infiltration with T-cell and natural killer (NK) cell infiltration to be particularly pronounced in ACE2-high tumors. These findings suggest that subsets of cancer patients exist with gene expression profiles that may be associated with heightened susceptibility to SARS-CoV-2 infection, in whom malignant tumors function as viral reservoir and possibly promote the frequently detrimental hyper-immune response in patients infected with this virus.


Assuntos
Enzima de Conversão de Angiotensina 2/metabolismo , COVID-19/enzimologia , Neoplasias/enzimologia , Serina Endopeptidases/metabolismo , Idoso , COVID-19/complicações , Estudos de Casos e Controles , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Neoplasias/complicações , RNA/metabolismo , Microambiente Tumoral , Sequenciamento do Exoma
7.
J Neuroinflammation ; 18(1): 60, 2021 Feb 25.
Artigo em Inglês | MEDLINE | ID: mdl-33632243

RESUMO

BACKGROUND: The term sepsis is used to designate a systemic condition of infection and inflammation associated with hemodynamic changes that result in organic dysfunction. Gestational sepsis can impair the development of the central nervous system and may promote permanent behavior alterations in the offspring. The aim of our work was to evaluate the effects of maternal sepsis on inflammatory cytokine levels and synaptic proteins in the hippocampus, neocortex, frontal cortex, and cerebellum of neonatal, young, and adult mice. Additionally, we analyzed the motor development, behavioral features, and cognitive impairments in neonatal, young and adult offspring. METHODS: Pregnant mice at the 14th embryonic day (E14) were intratracheally instilled with saline 0.9% solution (control group) or Klebsiella spp. (3 × 108 CFU) (sepsis group) and started on meropenem after 5 h. The offspring was sacrificed at postnatal day (P) 2, P8, P30, and P60 and samples of liver, lung, and brain were collected for TNF-α, IL-1ß, and IL-6 measurements by ELISA. Synaptophysin, PSD95, and ß-tubulin levels were analyzed by Western blot. Motor tests were performed at all analyzed ages and behavioral assessments were performed in offspring at P30 and P60. RESULTS: Gestational sepsis induces a systemic pro-inflammatory response in neonates at P2 and P8 characterized by an increase in cytokine levels. Maternal sepsis induced systemic downregulation of pro-inflammatory cytokines, while in the hippocampus, neocortex, frontal cortex, and cerebellum an inflammatory response was detected. These changes in the brain immunity were accompanied by a reduction of synaptophysin and PSD95 levels in the hippocampus, neocortex, frontal cortex, and cerebellum, in all ages. Behavioral tests demonstrated motor impairment in neonates, and depressive-like behavior, fear-conditioned memory, and learning impairments in animals at P30 and P60, while spatial memory abilities were affected only at P60, indicating that gestational sepsis not only induces an inflammatory response in neonatal mouse brains, but also affects neurodevelopment, and leads to a plethora of behavioral alterations and cognitive impairments in the offspring. CONCLUSION: These data suggest that maternal sepsis may be causatively related to the development of depression, learning, and memory impairments in the litter.


Assuntos
Encéfalo/imunologia , Efeitos Tardios da Exposição Pré-Natal/imunologia , Sepse/imunologia , Animais , Comportamento Animal , Encéfalo/metabolismo , Disfunção Cognitiva/etiologia , Feminino , Inflamação , Camundongos , Atividade Motora/fisiologia , Gravidez , Efeitos Tardios da Exposição Pré-Natal/metabolismo , Sepse/complicações , Sinapses/metabolismo
8.
Oncotarget ; 11(33): 3118-3128, 2020 Aug 18.
Artigo em Inglês | MEDLINE | ID: mdl-32913556

RESUMO

BACKGROUND: Brain metastases are a significant cause of mortality and morbidity for patients with melanoma. We hypothesize that the development of brain metastases may be explained by molecular heterogeneity between primary cutaneous melanoma (PCM) or extracranial (ECM) and brain (MBM) melanoma metastases. MATERIALS AND METHODS: We compared next-generation sequencing, tumor mutational burden (TMB), and immunohistochemical staining for PD-L1 expression, among 132 MBM, 745 PCM, and 1190 ECM. RESULTS: The most common genetic alterations among MBM included: BRAF (52.4%), NRAS (26.6%), CDKN2A (23.3%), NF1 (18.9%), TP53 (18%), ARID2 (13.8%), SETD2 (11.9%), and PBRM1 (7.5%). Four genes were found with higher frequency among MBM compared to PCM or ECM: BRAF (52.4% v 40.4% v 40.9%), SETD2 (11.9% v 1.9% v 3.9%), PBRM1 (7.5% v 1.6% v 2.6%), and DICER1 (4.4% v 0.6% v 0.4%). MBM showed higher TMB (p = .04) and higher PD-L1 expression (p = .002), compared to PCM. PD-L1 expression was slightly higher among MBM compared to ECM (p = .042), but there was no difference between TMB (p = .21). CONCLUSIONS: Our findings suggest a unique molecular profile for MBM, including higher rates of BRAF mutations, higher TMB and higher PD-L1 expression, and also implicate chromatin remodeling in the pathogenesis of MBM.

9.
Cancer Med ; 9(17): 6452-6460, 2020 09.
Artigo em Inglês | MEDLINE | ID: mdl-32644297

RESUMO

Microsatellite instability (MSI) is a key secondary effect of a defective DNA mismatch repair mechanism resulting in incorrectly replicated microsatellites in many malignant tumors. Historically, MSI detection has been performed by fragment analysis (FA) on a panel of representative genomic markers. More recently, using next-generation sequencing (NGS) to analyze thousands of microsatellites has been shown to improve the robustness and sensitivity of MSI detection. However, NGS-based MSI tests can be prone to population biases if NGS results are aligned to a reference genome instead of patient-matched normal tissue. We observed an increased rate of false positives in patients of African ancestry with an NGS-based diagnostic for MSI status utilizing 7317 microsatellite loci. We then minimized this bias by training a modified calling model that utilized 2011 microsatellite loci. With these adjustments 100% (95% CI: 89.1% to 100%) of African ancestry patients in an independent validation test were called correctly using the updated model. This poses not only a significant technical improvement but also has an important clinical impact on directing immune checkpoint inhibitor therapy.


Assuntos
Reparo de Erro de Pareamento de DNA , Sequenciamento de Nucleotídeos em Larga Escala , Instabilidade de Microssatélites , Neoplasias/genética , Viés , População Negra , Intervalos de Confiança , Proteínas de Ligação a DNA/análise , Reações Falso-Positivas , Feminino , Marcadores Genéticos , Humanos , Masculino , Endonuclease PMS2 de Reparo de Erro de Pareamento/análise , Proteína 1 Homóloga a MutL/análise , Proteína 2 Homóloga a MutS/análise , Reprodutibilidade dos Testes , Fatores Sexuais
10.
Mol Cancer Ther ; 19(6): 1373-1382, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32220973

RESUMO

Patients with prostate cancer with tumors harboring defects in DNA-repair genes (DRD) generally do not respond well to AR-directed therapy. Furthermore, canonical pathways evolve during disease progression and may affect treatment with existing therapies. Due to the limited treatment options after failure of hormonal and taxane therapy, and the tumor heterogeneity induced by DRD, we sought to characterize the alterations in primary and metastatic prostate cancer. Tumors from 1,027 patients with advanced prostate cancer that underwent comprehensive genomic profiling for routine clinical care were reviewed to assess DRD mutation rates (27-gene panel) and co-occurring mutations in select canonical prostate cancer pathways. DRD alterations were identified in 20 genes and in 17% of patients (BRCA2 and ATM most common) occurring with slightly higher frequency in specimens from metastatic biopsy sites and men older than 50 years of age. Microsatellite instability-high (MSI-H) and tumor mutational burden-high occurred with 3% frequency in the overall cohort but were not enriched in metastatic disease. Biomarkers previously associated with antitumor immunity are found at high frequencies in MSI-H patients, including JAK1 (68%) and PTEN (32%). Lastly, mutations in TP53, AR, PTEN, APC, CTNNB1, and PIK3CA were all significantly enriched in metastatic samples. We identified clinically significant subgroups of patients demonstrating (1) defects in DNA-repair pathways, (2) intrinsic prostate cancer signaling pathways that may prevent antitumor immunity, and (3) distinct genomic differences between localized and metastatic prostate cancer. These results lend support that genomic profiling for advanced prostate cancer may identify actionable targets not routinely used in the current metastatic paradigm.


Assuntos
Biomarcadores Tumorais/genética , Regulação Neoplásica da Expressão Gênica , Genômica/métodos , Instabilidade de Microssatélites , Mutação , Neoplasias da Próstata/genética , Neoplasias da Próstata/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Humanos , Masculino , Pessoa de Meia-Idade , Metástase Neoplásica , Prognóstico , Estudos Retrospectivos
11.
Nat Cancer ; 1(12): 1140-1152, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-35121933

RESUMO

Lung cancer accounts for an alarming human and economic burden in low- and middle-income countries (LMICs). Recent landmark trials from high-income countries (HICs) by demonstrating that low-dose computed tomography (LDCT) screening effectively reduces lung cancer mortality have engendered enthusiasm for this approach. Here we examine the effectiveness and affordability of LDCT screening from the viewpoint of LMICs. We consider resource-restricted perspectives and discuss implementation challenges and strategies to enhance the feasibility and cost-effectiveness of LDCT screening in LMICs.


Assuntos
Detecção Precoce de Câncer , Neoplasias Pulmonares , Países em Desenvolvimento , Humanos , Neoplasias Pulmonares/diagnóstico por imagem , Programas de Rastreamento , Tomografia Computadorizada por Raios X
12.
J Gastrointest Oncol ; 10(6): 1099-1109, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31949927

RESUMO

BACKGROUND: Patients with biliary tract cancer (BTC) have a dismal prognosis and limited treatment options. Given the potential for immunotherapy in patients with BTC, we studied the expression of programmed death ligand-1 (PD-L1)/programmed death-1 (PD-1) and evaluated for associated genetic alterations in patients with BTC. METHODS: By immunohistochemistry (IHC), PD-L1 (SP142 antibody; ≥2+ and/or ≥5% staining on tumor cells considered positive) and PD-1 [NAT105 antibody; ≥1+ staining of tumor infiltrating lymphocytes (TILs) considered positive] expression was studied and next-generation sequencing (NGS) was performed using Caris Life Sciences' sequencing panel of 592 genes. A total of 652 patients with BTC were included in this study: 77 extrahepatic cholangiocarcinoma (ECC), 203 gallbladder cancer (GBC), and 372 intrahepatic cholangiocarcinoma (ICC). RESULTS: Of the 652 tumors 8.6% were PD-L1 positive with the following distribution: GBC 12.3% (25/203), ICC 7.3% (27/372), and ECC 5.2% (4/77). There was a statistically significant increase in BRAF, BRCA2, RNF43, and TP53 mutations in PD-L1 positive group as compared to PD-L1 negative. Among other biomarkers tested, TOP2A, tumor mutational burden (TMB) high (≥17 mutations per megabase) (10.7%), and microsatellite instability high (MSI-H) (7.1%) were increased in PD-L1 positive tumors versus PD-L1 negative tumors. CONCLUSIONS: PD-L1 expression was noted in a small percentage (8.6%) of patients with BTC. This finding suggests potential benefit of immunotherapy in this subset of patients. Furthermore, there was a statistically significant association between PD-L1 expression and certain genomic alterations (BRAF, BRCA2, RNF43, TP53) and biomarkers (TOP2A, TMB high, MSI-H), which might direct the use of rational combination strategies and clinical trial development.

13.
Protein Expr Purif ; 47(2): 374-83, 2006 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-16330225

RESUMO

We present a system for the expression and purification of recombinant sea raven type II antifreeze protein, a cysteine-rich, C-type lectin-like globular protein that has proved to be a difficult target for recombinant expression and purification. The cDNAs encoding the pro- and mature forms of the sea raven protein were cloned into a modified pMT Drosophila expression vector. These constructs produced N-terminally His(6)-tagged pro- and mature forms of the type II antifreeze protein under the control of a metallothionein promoter when transfected into Drosophila melanogaster S2 cells. Upon induction of stable cell lines the two proteins were expressed at high levels and secreted into the medium. The proteins were then purified from the cell medium in a simple and rapid protocol using immobilized metal affinity chromatography and specific protease cleavage by tobacco etch virus protease. The proteins demonstrated antifreeze activity indistinguishable from that of wild-type sea raven antifreeze protein purified from serum as illustrated by ice affinity purification, ice crystal morphology, and their ability to inhibit ice crystal growth. This expression and purification system gave yields of 95 mg/L of fully active mature sea raven type II AFP and 9.6 mg/L of the proprotein. This surpasses all previous attempts to express this protein in Escherichia coli, baculovirus-infected fall armyworm cells and Pichia pastoris and will provide sufficient protein for structural analysis.


Assuntos
Proteínas Anticongelantes Tipo II/biossíntese , Proteínas Anticongelantes Tipo II/isolamento & purificação , Precursores de Proteínas/biossíntese , Precursores de Proteínas/isolamento & purificação , Proteínas Recombinantes/biossíntese , Proteínas Recombinantes/isolamento & purificação , Animais , Linhagem Celular , Cromatografia de Afinidade , Drosophila melanogaster
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