RESUMO
An enhanced variant of the antimitotic toxin cryptophycin was conjugated to the anti-Her2 monoclonal antibody (mAb) Trastuzumab upon Michael addition. Either antibodies with freed hinge-region cysteines or THIOMAB formats with engineered cysteines in the mAbs light chain were added to a maleimide derivative of cryptophycin. These Antibody-Drug Conjugates (ADCs) showed retained binding to Her2 positive tumor cells and highly efficient cell killing in double-digit pM range on high Her2-expressing SK-BR-3 cells. Two ADCs (DAR 6, DAR 3) showed superior cell killing of the cell lines JIMT-1 and RT112 with medium receptor expression level in comparison with a DAR 6 MMAE ADC serving as reference. The observed cell cytotoxicity is target-dependent since no impact on cell viability was observed for low Her2-expressing MDA-MB468 cells. Particularly the DAR 3 ADC in THIOMAB format exhibiting desirable biophysical properties and high potency emerged as a promising candidate for further in vivo investigations.
RESUMO
BACKGROUND: Non-targeted cytotoxics with anticancer activity are often developed through preclinical stages using response criteria observed in cell lines and xenografts. A panel of the NCI-60 cell lines is frequently the first line to define tumor types that are optimally responsive. Open data on the gene expression of the NCI-60 cell lines, provides a unique opportunity to add another dimension to the preclinical development of such drugs by interrogating correlations with gene expression patterns. Machine learning can be used to reduce the complexity of whole genome gene expression patterns to derive manageable signatures of response. Application of machine learning in early phases of preclinical development is likely to allow a better positioning and ultimate clinical success of molecules. LP-184 is a highly potent novel alkylating agent where the preclinical development is being guided by a dedicated machine learning-derived response signature. We show the feasibility and the accuracy of such a signature of response by accurately predicting the response to LP-184 validated using wet lab derived IC50s on a panel of cell lines. RESULTS: We applied our proprietary RADR® platform to an NCI-60 discovery dataset encompassing LP-184 IC50s and publicly available gene expression data. We used multiple feature selection layers followed by the XGBoost regression model and reduced the complexity of 20,000 gene expression values to generate a 16-gene signature leading to the identification of a set of predictive candidate biomarkers which form an LP-184 response gene signature. We further validated this signature and predicted response to an additional panel of cell lines. Considering fold change differences and correlation between actual and predicted LP-184 IC50 values as validation performance measures, we obtained 86% accuracy at four-fold cut-off, and a strong (r = 0.70) and significant (p value 1.36e-06) correlation between actual and predicted LP-184 sensitivity. In agreement with the perceived mechanism of action of LP-184, PTGR1 emerged as the top weighted gene. CONCLUSION: Integration of a machine learning-derived signature of response with in vitro assessment of LP-184 efficacy facilitated the derivation of manageable yet robust biomarkers which can be used to predict drug sensitivity with high accuracy and clinical value.
Assuntos
Alquilantes , Antineoplásicos , Aprendizado de Máquina , Biomarcadores , Linhagem Celular Tumoral , Humanos , Neoplasias/tratamento farmacológicoRESUMO
Ethanolamine glycerophospholipids are ubiquitous cell membrane components. Trypanosomatid parasites of the genus Leishmania synthesize the majority of their ethanolamine glycerophospholipids as 1-O-alk-1'-enyl-2-acyl-sn-glycero-3-phosphoethanolamine or plasmenylethanolamine (PME) through the Kennedy pathway. PME is a subtype of ether phospholipids also known as ethanolamine plasmalogen whose functions are not well characterized. In this study, we investigated the role of PME synthesis in Leishmania major through the characterization of an ethanolamine phosphotransferase (EPT) mutant. EPT-null parasites are largely devoid of PME and fully viable in regular medium but fail to proliferate in the absence of fetal bovine serum. They exhibit significant abnormalities in the synthesis and localization of GPI-anchored surface molecules. EPT-null mutants also show attenuated virulence in BALB/c mice. Furthermore, in addition to PME synthesis, ethanolamine also contributes to the production of phosphatidylcholine, the most abundant class of lipids in Leishmania. Together, these findings suggest that ethanolamine production is likely required for Leishmania promastigotes to generate bulk phospholipids, to handle stress, and to control the expression of membrane bound virulence factors.
Assuntos
Leishmania major/metabolismo , Plasmalogênios/biossíntese , Animais , Etanolamina/metabolismo , Etanolaminofosfotransferase/metabolismo , Etanolaminas/metabolismo , Feminino , Camundongos , Camundongos Endogâmicos BALB C , Mutação , Fosfatidilcolinas/metabolismo , Fosfatidiletanolaminas/metabolismo , Fosfolipídeos/metabolismo , Plasmalogênios/metabolismoRESUMO
Antibody-Drug Conjugates (ADCs) have emerged as a promising class of targeted cancer therapeutics. Further refinements are essential to unlock their full potential, which is currently limited by a lack of validated targets and payloads. Essential aspects of developing effective ADCs involve the identification of surface antigens, ideally distinguishing target tumor cells from healthy types, uniformly expressed, accompanied by a high potency payload capable of selective targeting. In this study, we integrated transcriptomics, proteomics, immunohistochemistry and cell surface membrane datasets from Human Protein Atlas, Xenabrowser and Gene Expression Omnibus utilizing Lantern Pharma's proprietary AI platform Response Algorithm for Drug positioning and Rescue (RADR®). We used this in combination with evidence based filtering to identify ADC targets with improved tumor selectivity. Our analysis identified a set of 82 targets and a total of 290 target indication combinations for effective tumor targeting. We evaluated the impact of tumor mutations on target expression levels by querying 416 genes in the TCGA mutation database against 22 tumor subtypes. Additionally, we assembled a catalog of compounds to identify potential payloads using the NCI-Developmental Therapeutics Program. Our payload mining strategy classified 729 compounds into three subclasses based on GI50 values spanning from pM to 10 nM range, in combination with sensitivity patterns across 9 different cancer indications. Our results identified a diverse range of both targets and payloads, that can serve to facilitate multiple choices for precise ADC targeting. We propose an initial approach to identify suitable target-indication-payload combinations, serving as a valuable starting point for development of future ADC candidates.
Assuntos
Imunoconjugados , Neoplasias , Humanos , Imunoconjugados/farmacologia , Neoplasias/tratamento farmacológico , Neoplasias/genética , Neoplasias/metabolismo , Simulação por Computador , Mutação , Antineoplásicos/farmacologiaRESUMO
Homologous recombination (HR)-related gene alterations are present in a significant subset of prostate, breast, ovarian, pancreatic, lung, and colon cancers rendering these tumors as potential responders to specific DNA damaging agents. A small molecule acylfulvene prodrug, LP-184, metabolizes to an active compound by the oxidoreductase activity of enzyme prostaglandin reductase 1 (PTGR1), which is frequently elevated in multiple solid tumor types. Prior work demonstrated that cancer cell lines deficient in a spectrum of DNA damage repair (DDR) pathway genes show increased susceptibility to LP-184. Here, we investigated the potential of LP-184 in targeting multiple tumors with impaired HR function and its mechanism of action as a DNA damaging agent. LP-184 induced elevated DNA double-strand breaks in HR deficient (HRD) cancer cells. Depletion of key HR components BRCA2 or ataxia telangiectasia mutated (ATM) in cancer cells conferred up to 12-fold increased sensitivity to the LP-184. LP-184 showed nanomolar potency in a diverse range of HRD cancer models, including prostate cancer organoids, leiomyosarcoma cell lines, and patient-derived tumor graft models of lung, pancreatic, and prostate cancers. LP-184 demonstrated complete, durable tumor regression in 10 patient-derived xenograft (PDX) models of HRD triple-negative breast cancer (TNBC) including those resistant to PARP inhibitors (PARPi). LP-184 further displayed strong synergy with PARPi in ovarian and prostate cancer cell lines as well as in TNBC PDX models. These preclinical findings illustrate the potential of LP-184 as a pan-HRD cancer therapeutic. Taken together, our results support continued clinical evaluation of LP-184 in a large subset of HRD solid tumors. SIGNIFICANCE: New agents with activity against DDR-deficient solid tumors refractory to standard-of-care therapies are needed. We report multiple findings supporting the potential for LP-184, a novel alkylating agent with three FDA orphan drug designations, to fill this void clinically: strong nanomolar potency; sustained, durable regression of solid tumor xenografts; synthetic lethality with HR defects. LP-184 adult phase IA trial to assess safety in advanced solid tumors is ongoing.
Assuntos
Antineoplásicos , Recombinação Homóloga , Ensaios Antitumorais Modelo de Xenoenxerto , Humanos , Animais , Camundongos , Linhagem Celular Tumoral , Recombinação Homóloga/efeitos dos fármacos , Antineoplásicos/farmacologia , Antineoplásicos/uso terapêutico , Neoplasias/tratamento farmacológico , Neoplasias/genética , Feminino , Quebras de DNA de Cadeia Dupla/efeitos dos fármacos , Masculino , Reparo do DNA/efeitos dos fármacosRESUMO
Protozoan parasites of the genus Leishmania are important human pathogens that cycle between an extracellular promastigote stage residing in the sandflies and an intracellular amastigote stage colonizing the phagolysosomal compartment of the mammalian macrophages. Here, we used the isobaric tagging method to quantify the global proteomic differences between the promastigotes and the intracellular amastigotes of three different Leishmania donovani clones derived from the THP-1 human macrophage cell line. We identified a substantial number of differentially modulated proteins involved in nutrient acquisition and energy metabolism, cell motility and cytoskeleton, transport, cell signaling and stress response. Proteins involved in vesicular trafficking and endocytosis like the rab7 GTP binding protein, GTP-binding proteins of the Ras superfamily and developmentally regulated GTP-binding protein 1 revealed enhanced expression and also a putative dynein heavy chain protein was found to be up-regulated in the amastigotes and it probably has a role in cargo transport inside the vesicles. Significantly, in the amastigotes the expression of a protein involved in glucose transport was increased eight to fifteen-fold, whereas concentrations of several proteins associated with cell motility and cytoskeleton were reduced. Thus, the quantitative proteomic analysis of L. donovani isolates sheds light on some novel proteins that may have a role in Leishmania differentiation and intracellular survival.
Assuntos
Leishmania donovani/química , Proteômica/métodos , Proteínas de Protozoários/análise , Metabolismo Energético , Humanos , Leishmania donovani/efeitos dos fármacos , Leishmania donovani/fisiologia , Dobramento de Proteína , Proteínas de Protozoários/química , Proteínas de Protozoários/fisiologia , Células Tumorais CultivadasRESUMO
Despite advances in therapies treating non-Hodgkin's lymphoma (NHL), 20~40% of patients experience relapsed or refractory disease. While solid tumors with homologous recombination deficiencies have been successfully targeted with synthetic lethal agents such as poly-ADP ribose polymerase (PARP) inhibitors, such synthetic lethality strategy has not yet been approved to treat patients with NHL. Here we investigated the mechanism of action (MoA) and therapeutic potential of a new-generation acylfulvene compound, LP-284, in both in vitro and in vivo NHL models. One of LP-284's MoA includes inducing the repair of double-strand DNA break (DSB). We found that LP-284 exerts nanomolar potency in a panel of hematological cancer cell lines including fifteen NHL cell lines. In vivo, LP-284 treatment prolongs the survival of mantle cell lymphoma (MCL) cell line JeKo-1 derived xenograft mice by two-fold and shows increased efficacy over bortezomib and ibrutinib. In addition, LP-284 is capable of inhibiting tumor growth of JeKo-1 xenografts that are refractory to bortezomib or ibrutinib. We further showed that LP-284 is particularly lethal in cells with deficient DNA damage response and repair, a targetable vulnerability in NHL.
Assuntos
Linfoma não Hodgkin , Humanos , Animais , Camundongos , Bortezomib , Reparo do DNA , Quebras de DNA de Cadeia DuplaRESUMO
Sphingosine-1-phosphate phosphatase (SPP) catalyzes the dephosphorylation of sphingosine-1-phosphate (S1P) into sphingosine, the reverse reaction of sphingosine kinase. In mammals, S1P acts as a potent bioactive molecule regulating cell proliferation, migration, and immunity. In Leishmania, S1P production is crucial for the synthesis of ethanolamine and choline phospholipids, and cell survival under stress conditions. To better understand the roles of S1P, we characterized a SPP ortholog in Leishmania major which displays activity towards S1P but not structurally related lipids such as ceramide-1-phosphate or lysophosphatidic acid. While this enzyme is found in the endoplasmic reticulum in mammalian cells, L. major SPP is localized at the Golgi apparatus. Importantly, chromosomal SPP alleles cannot be deleted from L. major even with the addition of a complementing episome, suggesting that endogenously expressed SPP is essential. Finally, SPP overexpression in L. major leads to a slower growth rate and heightened sensitivity to brefeldin A and sodium orthovanadate. Together, these results suggest that the equilibrium between S1P and sphingosine is vital for the function of Golgi apparatus in Leishmania.
Assuntos
Leishmania major , Esfingosina , Animais , Brefeldina A , Ceramidas , Colina , Etanolaminas , Complexo de Golgi , Lisofosfolipídeos , Mamíferos , Proteínas de Membrana , Fosfatos , Monoéster Fosfórico Hidrolases , Sódio , Esfingosina/análogos & derivados , VanadatosRESUMO
Expression of 14q32-encoded miRNAs is a favorable prognostic factor in patients with metastatic cancer. In this study, we used genomic inhibition of DNA methylation through disruption of DNA methyltransferases DNMT1 and DNMT3B and pharmacologic inhibition with 5-Aza-2'-deoxycytidine (5-Aza-dC, decitabine) to demonstrate that DNA methylation predominantly regulates expression of metastasis-suppressive miRNAs in the 14q32 cluster. DNA demethylation facilitated CCCTC-binding factor (CTCF) recruitment to the maternally expressed gene 3 differentially methylated region (MEG3-DMR), which acts as a cis-regulatory element for 14q32 miRNA expression. 5-Aza-dC activated demethylation of the MEG3-DMR and expression of 14q32 miRNAs, which suppressed adhesion, invasion, and migration (AIM) properties of metastatic tumor cells. Cancer cells with MEG3-DMR hypomethylation exhibited constitutive expression of 14q32 miRNAs and resistance to 5-Aza-dC-induced suppression of AIM. Expression of methylation-dependent 14q32 miRNAs suppressed metastatic colonization in preclinical models of lung and liver metastasis and correlated with improved clinical outcomes in patients with metastatic cancer. These findings implicate epigenetic modification via DNA methylation in the regulation of metastatic propensity through miRNA networks and identify a previously unrecognized action of decitabine on the activation of metastasis-suppressive miRNAs. SIGNIFICANCE: This study investigates epigenetic regulation of metastasis-suppressive miRNAs and the effect on metastasis.
Assuntos
Cromossomos Humanos Par 14 , Metilação de DNA , MicroRNAs/genética , Animais , Azacitidina/farmacologia , Neoplasias Colorretais/genética , Neoplasias Colorretais/metabolismo , Neoplasias Colorretais/patologia , DNA (Citosina-5-)-Metiltransferase 1/antagonistas & inibidores , DNA (Citosina-5-)-Metiltransferase 1/genética , DNA (Citosina-5-)-Metiltransferase 1/metabolismo , DNA (Citosina-5-)-Metiltransferases/antagonistas & inibidores , DNA (Citosina-5-)-Metiltransferases/genética , DNA (Citosina-5-)-Metiltransferases/metabolismo , Metilação de DNA/efeitos dos fármacos , Regulação Neoplásica da Expressão Gênica , Técnicas de Silenciamento de Genes , Células HCT116 , Xenoenxertos , Humanos , Neoplasias Hepáticas/secundário , Células MCF-7 , Camundongos , Camundongos Nus , MicroRNAs/biossíntese , Metástase Neoplásica , RNA Longo não Codificante/biossíntese , RNA Longo não Codificante/genética , DNA Metiltransferase 3BRESUMO
Iron oxide nanoparticles (INPs) have potential biological, biomedical and environmental applications. These applications require surface modification of the iron oxide nanoparticles, which makes it non-toxic, biocompatible, stable and non-agglomerative in natural and biological surroundings. In the present study, iron oxide nanoparticles (INPs) and chitosan oligosaccharide coated iron oxide nanoparticles (CSO-INPs) were synthesized to evaluate the effect of surface coating on the stability and toxicity of nanoparticles. Comparative in vitro cytotoxicity of nanoparticles was evaluated in HeLa (human cervix carcinoma), A549 (human lung carcinoma) and Hek293 (human embryonic kidney) cells by using 3-(4,5-dimethylthiazol-2-yl)-2,5-diphenyltetrazolium bromide (MTT) assay along with flow cytometry study for cell viability, membrane integrity, mitochondrial membrane potential (MMP) and reactive oxygen species (ROS) production. Morphological alteration in nanoparticles treated cells was analyzed by Acridine orange/ethidium bromide double staining and electron microscopy. Synthesized nanoparticles were found to be spherical in shape, well dispersed and stable at various pH values, making them suitable for biomedical and environmental applications. The present study also indicates that the chitosan oligosaccharide coating on iron oxide nanoparticles results in the decrease in cellular damage and moderate ROS production, thereby, significantly decreasing the cytotoxic impact of bare iron oxide nanoparticles.
RESUMO
Plants and most animals can synthesize ascorbate (vitamin C) for their own requirements, but humans have lost this ability during evolution. The last step in the biosynthesis of L-ascorbic acid involves the conversion of an aldonolactone substrate to ascorbate (or analogues), reactions catalyzed by a family of flavoprotein aldonolactone oxidase/dehydrogenases. We report cloning, molecular characterization, localization and functional importance of arabinonolactone oxidase (LdALO), an enzyme from L. donovani, a protozoan parasite that causes visceral leishmaniasis. L. donovani arabinonolactone oxidase gene is 1509-bp and encodes a putative 502-amino acid protein with a molecular mass of 57-kDa. A 57-kDa protein was obtained by heterologous expression of LdALO in Escherichia coli. Recombinant arabinonolactone oxidase (LdALO) obeys Michaelis-Menten kinetics utilizing D-arabinono-γ-lactone as a substrate, a property characteristic of the yeast enzyme. Activity towards the mammalian substrate, L-gulono-γ-lactone, could not be detected. The inhibitor study profile suggested the essentiality of cysteine residues for the activity of this enzyme. LdALO displayed glycosomal localization as in other kinetoplastids. Overexpression of LdALO in L. donovani resulted in better ability of survival of the parasite within the host in comparison to the vector transfectants. D-arabinono-γ-lactone oxidase required for synthesizing ascorbate in Leishmania could be considered as a therapeutically exploitable target.
Assuntos
Ácido Ascórbico/biossíntese , L-Gulonolactona Oxidase/metabolismo , Leishmania donovani/enzimologia , Proteínas de Protozoários/metabolismo , Sequência de Aminoácidos , Vias Biossintéticas , Linhagem Celular , Humanos , L-Gulonolactona Oxidase/química , L-Gulonolactona Oxidase/genética , Leishmania donovani/classificação , Leishmania donovani/genética , Leishmania donovani/metabolismo , Leishmaniose Visceral/parasitologia , Dados de Sequência Molecular , Filogenia , Proteínas de Protozoários/química , Proteínas de Protozoários/genética , Alinhamento de SequênciaRESUMO
Visceral Leishmaniasis (VL) is a parasitic disease caused by the protozoan parasite Leishmania donovani. Resistance to pentavalent antimonials (SbV), the mainstay therapy for leishmaniasis is now a major concern, due to emergence of drug resistance. Hence, understanding the underlying mechanism of resistance to antimonials is required. Here we used quantitative mass spectrometery to identify global proteome differences between antimony-susceptible/-resistant isolates. We detected modification of expression of proteins involved in the key metabolic pathways. Comparative proteomic analysis indicated increase in glycolysis in the antimony-resistant isolates. Elevated expression of stress related proteins implicated in oxidative stress was observed in the resistant parasites. Most importantly, we observed upregulation of proteins that may have a role in intracellular survival of the parasite in the resistant isolates. The identified parasite proteins could serve as surrogate markers for resistance or susceptibility and would also help in understanding the underlying mechanism of resistance to antimonials.
Assuntos
Antimônio/farmacologia , Leishmania donovani/efeitos dos fármacos , Proteoma/metabolismo , Proteínas de Protozoários/metabolismo , Biomarcadores/análise , Cromatografia Líquida de Alta Pressão , Regulação para Baixo , Resistência a Medicamentos , Glicólise , Proteínas de Choque Térmico/metabolismo , Leishmania donovani/metabolismo , Espectrometria de Massas/métodos , Estresse Oxidativo , Proteoma/análise , Proteínas Ribossômicas/metabolismo , Tubulina (Proteína)/metabolismo , Regulação para CimaRESUMO
Leishmania donovani, a protozoan parasite, resides in the macrophages of the mammalian host. The aquaporin family of proteins form important components of the parasite-host interface. The parasite-host interface could be a potential target for chemotherapy. Analysis of L. major and L. infantum genomes showed the presence of five aquaporins (AQPs) annotated as AQP9 (230aa), AQP putative (294aa), AQP-like protein (279aa), AQP1 (314aa) and AQP-like protein (596aa). We report here the structural modeling, localization and functional characterization of the AQPs from L. donovani. LdAQP1, LdAQP9, LdAQP2860 and LdAQP2870 have the canonical NPA-NPA motifs, whereas LdAQP putative has a non-canonical NPM-NPA motif. In the carboxyl terminal to the second NPA box of all AQPs except AQP1, a valine/alanine residue was found instead of the arginine. In that respect these four AQPs are similar to tonoplast intrinsic proteins in plants, which are localized to intracellular organelles. Confocal microscopy of L. donovani expressing GFP-tagged AQPs showed an intracellular localization of LdAQP9 and LdAQP2870. Real-time PCR assays showed expression of all aquaporins except LdAQP2860, whose level was undetectable. Three-dimensional homology modeling of the AQPs showed that LdAQP1 structure bears greater topological similarity to the aquaglyceroporin than to aquaporin of E. coli. The pore of LdAQP1 was very different from the rest in shape and size. The cavity of LdAQP2860 was highly irregular and undefined in geometry. For functional characterization, four AQP proteins were heterologously expressed in yeast. In the fps1Δ yeast cells, which lacked the key aquaglyceroporin, LdAQP1 alone displayed an osmosensitive phenotype indicating glycerol transport activity. However, expression of LdAQP1 and LdAQP putative in a yeast gpd1Δ strain, deleted for glycerol production, conferred osmosensitive phenotype indicating water transport activity or aquaporin function. Our analysis for the first time shows the presence of subcellular aquaporins and provides structural and functional characterization of aquaporins in Leishmania donovani.