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1.
Front Cell Infect Microbiol ; 14: 1264525, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38585651

RESUMO

Introduction: Dengue is an arboviral disease causing severe illness in over 500,000 people each year. Currently, there is no way to constrain dengue in the clinic. Host kinase regulators of dengue virus (DENV) infection have the potential to be disrupted by existing therapeutics to prevent infection and/or disease progression. Methods: To evaluate kinase regulation of DENV infection, we performed kinase regression (KiR), a machine learning approach that predicts kinase regulators of infection using existing drug-target information and a small drug screen. We infected hepatocytes with DENV in vitro in the presence of a panel of 38 kinase inhibitors then quantified the effect of each inhibitor on infection rate. We employed elastic net regularization on these data to obtain predictions of which of 291 kinases are regulating DENV infection. Results: Thirty-six kinases were predicted to have a functional role. Intriguingly, seven of the predicted kinases - EPH receptor A4 (EPHA4), EPH receptor B3 (EPHB3), EPH receptor B4 (EPHB4), erb-b2 receptor tyrosine kinase 2 (ERBB2), fibroblast growth factor receptor 2 (FGFR2), Insulin like growth factor 1 receptor (IGF1R), and ret proto-oncogene (RET) - belong to the receptor tyrosine kinase (RTK) family, which are already therapeutic targets in the clinic. We demonstrate that predicted RTKs are expressed at higher levels in DENV infected cells. Knockdown of EPHB4, ERBB2, FGFR2, or IGF1R reduces DENV infection in hepatocytes. Finally, we observe differential temporal induction of ERBB2 and IGF1R following DENV infection, highlighting their unique roles in regulating DENV. Discussion: Collectively, our findings underscore the significance of multiple RTKs in DENV infection and advocate further exploration of RTK-oriented interventions against dengue.


Assuntos
Vírus da Dengue , Dengue , Humanos , Vírus da Dengue/fisiologia , Receptor EphA1 , Hepatócitos/metabolismo , Tirosina , Replicação Viral
2.
J Med Chem ; 67(9): 7312-7329, 2024 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-38680035

RESUMO

N-myristoyltransferase (NMT) is a promising antimalarial drug target. Despite biochemical similarities between Plasmodium vivax and human NMTs, our recent research demonstrated that high selectivity is achievable. Herein, we report PvNMT-inhibiting compounds aimed at identifying novel mechanisms of selectivity. Various functional groups are appended to a pyrazole moiety in the inhibitor to target a pocket formed beneath the peptide binding cleft. The inhibitor core group polarity, lipophilicity, and size are also varied to probe the water structure near a channel. Selectivity index values range from 0.8 to 125.3. Cocrystal structures of two selective compounds, determined at 1.97 and 2.43 Å, show that extensions bind the targeted pocket but with different stabilities. A bulky naphthalene moiety introduced into the core binds next to instead of displacing protein-bound waters, causing a shift in the inhibitor position and expanding the binding site. Our structure-activity data provide a conceptual foundation for guiding future inhibitor optimizations.


Assuntos
Aciltransferases , Antimaláricos , Inibidores Enzimáticos , Plasmodium vivax , Pirazóis , Pirazóis/química , Pirazóis/farmacologia , Pirazóis/síntese química , Plasmodium vivax/enzimologia , Plasmodium vivax/efeitos dos fármacos , Aciltransferases/antagonistas & inibidores , Aciltransferases/metabolismo , Aciltransferases/química , Relação Estrutura-Atividade , Antimaláricos/química , Antimaláricos/farmacologia , Antimaláricos/síntese química , Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Inibidores Enzimáticos/síntese química , Cristalografia por Raios X , Humanos , Modelos Moleculares , Sítios de Ligação
3.
Life Sci Alliance ; 7(5)2024 May.
Artigo em Inglês | MEDLINE | ID: mdl-38467420

RESUMO

Kinases are key players in endothelial barrier regulation, yet their temporal function and regulatory phosphosignaling networks are incompletely understood. We developed a novel methodology, Temporally REsolved KInase Network Generation (TREKING), which combines a 28-kinase inhibitor screen with machine learning and network reconstruction to build time-resolved, functional phosphosignaling networks. We demonstrated the utility of TREKING for identifying pathways mediating barrier integrity after activation by thrombin with or without TNF preconditioning in brain endothelial cells. TREKING predicted over 100 kinases involved in barrier regulation and discerned complex condition-specific pathways. For instance, the MAPK-activated protein kinase 2 (MAPKAPK2/MK2) had early barrier-weakening activity in both inflammatory conditions but late barrier-strengthening activity exclusively with thrombin alone. Using temporal Western blotting, we confirmed that MAPKAPK2/MK2 was differentially phosphorylated under the two inflammatory conditions. We further showed with lentivirus-mediated knockdown of MAPK14/p38α and drug targeting the MAPK14/p38α-MAPKAPK2/MK2 complex that a MAP3K20/ZAK-MAPK14/p38α axis controlled the late activation of MAPKAPK2/MK2 in the thrombin-alone condition. Beyond the MAPKAPK2/MK2 switch, TREKING predicts extensive interconnected networks that control endothelial barrier dynamics.


Assuntos
Células Endoteliais , Proteína Quinase 14 Ativada por Mitógeno , Células Endoteliais/metabolismo , Trombina/farmacologia , Proteínas Quinases p38 Ativadas por Mitógeno/metabolismo , Inibidores de Proteínas Quinases
4.
bioRxiv ; 2023 Nov 13.
Artigo em Inglês | MEDLINE | ID: mdl-38014051

RESUMO

Upon transmission to the liver, Plasmodium vivax parasites form replicating schizonts, which continue to initiate blood-stage infection, or dormant hypnozoites that reactivate weeks to months after initial infection. P. vivax phenotypes in the field vary significantly, including the ratio of schizonts to hypnozoites formed and the frequency and timing of relapse. Evidence suggests that both parasite genetics and environmental factors underly this heterogeneity. We previously demonstrated that data on the effect of a panel of kinase inhibitors with overlapping targets on Plasmodium liver stage infection, in combination with a computational approach called kinase regression (KiR), can be used to uncover novel host regulators of infection. Here, we applied KiR to evaluate the extent to which P. vivax liver-stage parasites are susceptible to changes in host kinase activity. We identified a role for a subset of host kinases in regulating schizont and hypnozoite infection and schizont size and characterized overlap as well as variability in host phosphosignaling dependencies between parasite forms and across multiple patient isolates. Striking, our data point to variability in host dependencies across P. vivax isolates, suggesting one possible origin of the heterogeneity observed across P. vivax in the field.

5.
STAR Protoc ; 4(4): 102621, 2023 Dec 15.
Artigo em Inglês | MEDLINE | ID: mdl-37776521

RESUMO

Live mosquitoes are required to comprehensively study vector-borne diseases, including transmission. Traditional mosquito-rearing protocols are laborious and time consuming. Here, we present a protocol for assembling and implementing a partially automated system for rearing and handling Anopheles stephensi mosquitoes. We describe steps for assembling a pupation station, self-emptying bucket, pupal funnel and dish vacuum, automatic aspirator, and sugar tubes. We also detail the application of these systems, along with specific limitations.


Assuntos
Anopheles , Animais , Mosquitos Vetores
6.
Nat Commun ; 14(1): 5408, 2023 09 05.
Artigo em Inglês | MEDLINE | ID: mdl-37669940

RESUMO

Drugs targeting multiple stages of the Plasmodium vivax life cycle are needed to reduce the health and economic burdens caused by malaria worldwide. N-myristoyltransferase (NMT) is an essential eukaryotic enzyme and a validated drug target for combating malaria. However, previous PvNMT inhibitors have failed due to their low selectivity over human NMTs. Herein, we apply a structure-guided hybridization approach combining chemical moieties of previously reported NMT inhibitors to develop the next generation of PvNMT inhibitors. A high-resolution crystal structure of PvNMT bound to a representative selective hybrid compound reveals a unique binding site architecture that includes a selective conformation of a key tyrosine residue. The hybridized compounds significantly decrease P. falciparum blood-stage parasite load and consistently exhibit dose-dependent inhibition of P. vivax liver stage schizonts and hypnozoites. Our data demonstrate that hybridized NMT inhibitors can be multistage antimalarials, targeting dormant and developing forms of liver and blood stage.


Assuntos
Malária Falciparum , Malária Vivax , Humanos , Animais , Plasmodium vivax , Esquizontes , Fígado , Aciltransferases
7.
ACS Infect Dis ; 9(10): 1821-1833, 2023 10 13.
Artigo em Inglês | MEDLINE | ID: mdl-37722671

RESUMO

Each year, approximately 50,000 children under 5 die as a result of diarrhea caused by Cryptosporidium parvum, a protozoan parasite. There are currently no effective drugs or vaccines available to cure or prevent Cryptosporidium infection, and there are limited tools for identifying and validating targets for drug or vaccine development. We previously reported a high throughput screening (HTS) of a large compound library against Plasmodium N-myristoyltransferase (NMT), a validated drug target in multiple protozoan parasite species. To identify molecules that could be effective against Cryptosporidium, we counter-screened hits from the Plasmodium NMT HTS against Cryptosporidium NMT. We identified two potential hit compounds and validated them against CpNMT to determine if NMT might be an attractive drug target also for Cryptosporidium. We tested the compounds against Cryptosporidium using both cell-based and NMT enzymatic assays. We then determined the crystal structure of CpNMT bound to Myristoyl-Coenzyme A (MyrCoA) and structures of ternary complexes with MyrCoA and the hit compounds to identify the ligand binding modes. The binding site architectures display different conformational states in the presence of the two inhibitors and provide a basis for rational design of selective inhibitors.


Assuntos
Criptosporidiose , Cryptosporidium , Plasmodium , Criança , Humanos , Criptosporidiose/tratamento farmacológico , Desenvolvimento de Medicamentos
8.
Trends Parasitol ; 39(5): 321-322, 2023 05.
Artigo em Inglês | MEDLINE | ID: mdl-36935339

RESUMO

Chora and colleagues show that infection of the liver by Plasmodium modulates severity of disease in the experimental cerebral malaria (ECM) model by generating gamma delta (ɣδ) T cells that produce IL-17. This work calls into question the long-standing assumption that liver infection does not modulate severity of malaria.


Assuntos
Doenças Transmissíveis , Hepatopatias , Malária Cerebral , Humanos , Plasmodium berghei
9.
J Cell Biol ; 221(11)2022 11 07.
Artigo em Inglês | MEDLINE | ID: mdl-36305789

RESUMO

Viruses co-opt host proteins to carry out their lifecycle. Repurposed host proteins may thus become functionally compromised; a situation analogous to a loss-of-function mutation. We term such host proteins as viral-induced hypomorphs. Cells bearing cancer driver loss-of-function mutations have successfully been targeted with drugs perturbing proteins encoded by the synthetic lethal (SL) partners of cancer-specific mutations. Similarly, SL interactions of viral-induced hypomorphs can potentially be targeted as host-based antiviral therapeutics. Here, we use GBF1, which supports the infection of many RNA viruses, as a proof-of-concept. GBF1 becomes a hypomorph upon interaction with the poliovirus protein 3A. Screening for SL partners of GBF1 revealed ARF1 as the top hit, disruption of which selectively killed cells that synthesize 3A alone or in the context of a poliovirus replicon. Thus, viral protein interactions can induce hypomorphs that render host cells selectively vulnerable to perturbations that leave uninfected cells otherwise unscathed. Exploiting viral-induced vulnerabilities could lead to broad-spectrum antivirals for many viruses, including SARS-CoV-2.


Assuntos
Fatores de Troca do Nucleotídeo Guanina , Poliovirus , Proteínas do Core Viral , Humanos , Fatores de Troca do Nucleotídeo Guanina/metabolismo , Mutações Sintéticas Letais , Replicação Viral , Regulação Viral da Expressão Gênica , Proteínas do Core Viral/genética , Proteínas do Core Viral/metabolismo , Interações Hospedeiro-Patógeno
10.
Front Cell Infect Microbiol ; 12: 979996, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36171757

RESUMO

The mechanistic target of rapamycin (mTOR) functions in two distinct complexes: mTORC1, and mTORC2. mTORC1 has been implicated in the pathogenesis of flaviviruses including dengue, where it contributes to the establishment of a pro-viral autophagic state. Activation of mTORC2 occurs upon infection with some viruses, but its functional role in viral pathogenesis remains poorly understood. In this study, we explore the consequences of a physical protein-protein interaction between dengue non-structural protein 5 (NS5) and host cell mTOR proteins during infection. Using shRNA to differentially target mTORC1 and mTORC2 complexes, we show that mTORC2 is required for optimal dengue replication. Furthermore, we show that mTORC2 is activated during viral replication, and that mTORC2 counteracts virus-induced apoptosis, promoting the survival of infected cells. This work reveals a novel mechanism by which the dengue flavivirus can promote cell survival to maximize viral replication.


Assuntos
Dengue , Complexos Multiproteicos , Apoptose , Humanos , Alvo Mecanístico do Complexo 1 de Rapamicina/genética , Alvo Mecanístico do Complexo 1 de Rapamicina/metabolismo , Alvo Mecanístico do Complexo 2 de Rapamicina/genética , Alvo Mecanístico do Complexo 2 de Rapamicina/metabolismo , Complexos Multiproteicos/genética , Complexos Multiproteicos/metabolismo , RNA Interferente Pequeno , Sirolimo/farmacologia , Serina-Treonina Quinases TOR/metabolismo , Replicação Viral
11.
PLoS Pathog ; 18(7): e1010671, 2022 07.
Artigo em Inglês | MEDLINE | ID: mdl-35793394

RESUMO

Blocking Plasmodium, the causative agent of malaria, at the asymptomatic pre-erythrocytic stage would abrogate disease pathology and prevent transmission. However, the lack of well-defined features within vaccine-elicited antibody responses that correlate with protection represents a major roadblock to improving on current generation vaccines. We vaccinated mice (BALB/cJ and C57BL/6J) with Py circumsporozoite protein (CSP), the major surface antigen on the sporozoite, and evaluated vaccine-elicited humoral immunity and identified immunological factors associated with protection after mosquito bite challenge. Vaccination achieved 60% sterile protection and otherwise delayed blood stage patency in BALB/cJ mice. In contrast, all C57BL/6J mice were infected similar to controls. Protection was mediated by antibodies and could be passively transferred from immunized BALB/cJ mice into naïve C57BL/6J. Dissection of the underlying immunological features of protection revealed early deficits in antibody titers and polyclonal avidity in C57BL/6J mice. Additionally, PyCSP-vaccination in BALB/cJ induced a significantly higher proportion of antigen-specific B-cells and class-switched memory B-cell (MBCs) populations than in C57BL/6J mice. Strikingly, C57BL/6J mice also had markedly fewer CSP-specific germinal center experienced B cells and class-switched MBCs compared to BALB/cJ mice. Analysis of the IgG γ chain repertoires by next generation sequencing in PyCSP-specific memory B-cell repertoires also revealed higher somatic hypermutation rates in BALB/cJ mice than in C57BL/6J mice. These findings indicate that the development of protective antibody responses in BALB/cJ mice in response to vaccination with PyCSP was associated with increased germinal center activity and somatic mutation compared to C57BL/6J mice, highlighting the key role B cell maturation may have in the development of vaccine-elicited protective antibodies against CSP.


Assuntos
Vacinas Antimaláricas , Malária , Animais , Anticorpos Antiprotozoários , Formação de Anticorpos , Centro Germinativo , Camundongos , Camundongos Endogâmicos BALB C , Camundongos Endogâmicos C57BL , Proteínas de Protozoários/genética
12.
Cell Chem Biol ; 29(9): 1419-1433.e5, 2022 09 15.
Artigo em Inglês | MEDLINE | ID: mdl-35738280

RESUMO

Prior to initiating symptomatic malaria, a single Plasmodium sporozoite infects a hepatocyte and develops into thousands of merozoites, in part by scavenging host resources, likely delivered by vesicles. Here, we demonstrate that host microtubules (MTs) dynamically reorganize around the developing liver stage (LS) parasite to facilitate vesicular transport to the parasite. Using a genome-wide CRISPR-Cas9 screen, we identified host regulators of cytoskeleton organization, vesicle trafficking, and ER/Golgi stress that regulate LS development. Foci of γ-tubulin localized to the parasite periphery; depletion of centromere protein J (CENPJ), a novel regulator identified in the screen, exacerbated this re-localization and increased infection. We demonstrate that the Golgi acts as a non-centrosomal MT organizing center (ncMTOC) by positioning γ-tubulin and stimulating MT nucleation at parasite periphery. Together, these data support a model where the Plasmodium LS recruits host Golgi to form MT-mediated conduits along which host organelles are recruited to PVM and support parasite development.


Assuntos
Malária , Proteínas Associadas aos Microtúbulos , Microtúbulos , Sistemas CRISPR-Cas , Humanos , Fígado/metabolismo , Fígado/parasitologia , Malária/metabolismo , Proteínas Associadas aos Microtúbulos/metabolismo , Microtúbulos/metabolismo , Plasmodium/metabolismo , Tubulina (Proteína)/metabolismo
13.
ACS Biomater Sci Eng ; 8(1): 196-207, 2022 01 10.
Artigo em Inglês | MEDLINE | ID: mdl-34927415

RESUMO

The use of cyclosporine A (CsA) in transplantation is frequently associated with nephrotoxicity, characterized by renal vascular injury, thrombotic microangiopathy, and striped interstitial fibrosis. Here, using human kidney-specific microvascular endothelial cells (HKMECs), we showed that CsA inhibited NFAT1 activation and impaired VEGF signaling in these ECs in a dose- and time-dependent manner. Integrated genome regulatory analyses identified key distinctions in the landscapes of HKMECs compared to human umbilical vein endothelial cells, particularly around genes related to the formation and maintenance of fenestrae. Using a bioengineered flow-directed 3D kidney microphysiological system, we revealed that CsA-induced kidney microvascular injury was associated with fenestrae and cell adhesion impairment, membrane swelling, and erythrocyte adhesion and extravasation into the interstitial space. Our data provide novel insights into kidney-specific molecular and structural mechanisms of CsA-induced microvascular injury. Our results also suggest VEGF-related pathways as potential targets for therapy during CsA treatment and emphasize the importance of leveraging species and organ-specific cells to better reflect human pathophysiology and the response to injury.


Assuntos
Ciclosporina , Células Endoteliais , Ciclosporina/toxicidade , Humanos , Imunossupressores/toxicidade , Rim , Microvasos
14.
Cell Rep Med ; 2(10): 100423, 2021 10 19.
Artigo em Inglês | MEDLINE | ID: mdl-34693368

RESUMO

Host-directed therapy (HDT) is gaining traction as a strategy to combat infectious diseases caused by viruses and intracellular bacteria, but its implementation in the context of parasitic diseases has received less attention. Here, we provide a brief overview of this field and advocate HDT as a promising strategy for antimalarial intervention based on untapped targets. HDT provides a basis from which repurposed drugs could be rapidly deployed and is likely to strongly limit the emergence of resistance. This strategy can be applied to any intracellular pathogen and is particularly well placed in situations in which rapid identification of treatments is needed, such as emerging infections and pandemics, as starkly illustrated by the current COVID-19 crisis.


Assuntos
Antimaláricos/uso terapêutico , Reposicionamento de Medicamentos , Malária/tratamento farmacológico , Humanos
15.
Cell Rep ; 36(5): 109489, 2021 08 03.
Artigo em Inglês | MEDLINE | ID: mdl-34348141

RESUMO

Both subunit and attenuated whole-sporozoite vaccination strategies against Plasmodium infection have shown promising initial results in malaria-naive westerners but less efficacy in malaria-exposed individuals in endemic areas. Here, we demonstrate proof of concept by using a rodent malaria model in which non-neutralizing antibodies (nNAbs) can directly interfere with protective anti-circumsporozoite protein (CSP) humoral responses. We characterize a monoclonal antibody, RAM1, against Plasmodium yoelii sporozoite major surface antigen CSP. Unlike the canonical PyCSP repeat domain binding and neutralizing antibody (NAb) 2F6, RAM1 does not inhibit sporozoite traversal or entry of hepatocytes in vitro or infection in vivo. Although 2F6 and RAM1 bind non-overlapping regions of the CSP-repeat domain, pre-treatment with RAM1 abrogates the capacity of NAb to block sporozoite traversal and invasion in vitro. Importantly, RAM1 reduces the efficacy of the polyclonal humoral response against PyCSP in vivo. Collectively, our data provide a proof of concept that nNAbs can alter the efficacy of malaria vaccination.


Assuntos
Anticorpos Neutralizantes/imunologia , Anticorpos Antiprotozoários/imunologia , Imunidade Humoral , Estágios do Ciclo de Vida , Fígado/parasitologia , Plasmodium yoelii/crescimento & desenvolvimento , Plasmodium yoelii/imunologia , Animais , Anticorpos Monoclonais/imunologia , Anticorpos Monoclonais/isolamento & purificação , Linhagem Celular , Epitopos/imunologia , Feminino , Cinética , Vacinas Antimaláricas/imunologia , Camundongos Endogâmicos BALB C , Modelos Biológicos , Ligação Proteica , Domínios Proteicos , Proteínas de Protozoários/química , Proteínas de Protozoários/imunologia , Esporozoítos/imunologia , Vacinas Sintéticas/imunologia
16.
Chem Rev ; 121(17): 10452-10468, 2021 09 08.
Artigo em Inglês | MEDLINE | ID: mdl-34197083

RESUMO

Terminal and benign diseases alike in adults, children, pregnant women, and others are successfully treated by pharmacological inhibitors that target human enzymes. Despite extensive global efforts to fight malaria, the disease continues to be a massive worldwide health burden, and new interventional strategies are needed. Current drugs and vector control strategies have contributed to the reduction in malaria deaths over the past 10 years, but progress toward eradication has waned in recent years. Resistance to antimalarial drugs is a substantial and growing problem. Moreover, targeting dormant forms of the malaria parasite Plasmodium vivax is only possible with two approved drugs, which are both contraindicated for individuals with glucose-6-phosphate dehydrogenase deficiency and in pregnant women. Plasmodium parasites are obligate intracellular parasites and thus have specific and absolute requirements of their hosts. Growing evidence has described these host necessities, paving the way for opportunities to pharmacologically target host factors to eliminate Plasmodium infection. Here, we describe progress in malaria research and adjacent fields and discuss key challenges that remain in implementing host-directed therapy against malaria.


Assuntos
Antimaláricos/farmacologia , Antimaláricos/uso terapêutico , Interações Hospedeiro-Parasita/efeitos dos fármacos , Malária/tratamento farmacológico , Terapia de Alvo Molecular , Humanos , Malária/parasitologia
17.
Cell Chem Biol ; 28(12): 1679-1692.e4, 2021 12 16.
Artigo em Inglês | MEDLINE | ID: mdl-34216546

RESUMO

Kinase inhibitors are promising drugs to stabilize the endothelial barrier following inflammatory damage. However, our limited knowledge of how kinase signaling activates barrier-restorative pathways and the complexity of multi-target drugs have hindered drug discovery and repurposing efforts. Here, we apply a kinase regression approach that exploits drug polypharmacology to investigate endothelial barrier regulation. A screen of 28 kinase inhibitors identified multiple inhibitors that promote endothelial barrier integrity and revealed divergent barrier phenotypes for BCR-ABL drugs. Target deconvolution predicted 50 barrier-regulating kinases from diverse kinase families. Using gene knockdowns, we identified kinases with a role in endothelial barrier regulation and dissected different mechanisms of action of barrier-protective kinase inhibitors. These results demonstrate the importance of polypharmacology in the endothelial barrier phenotype of kinase inhibitors and provide promising new leads for barrier-strengthening therapies.


Assuntos
Compostos de Anilina/farmacologia , Carbazóis/farmacologia , Alcaloides Indólicos/farmacologia , Nitrilas/farmacologia , Fosfotransferases/antagonistas & inibidores , Inibidores de Proteínas Quinases/farmacologia , Quinolinas/farmacologia , Compostos de Anilina/química , Carbazóis/química , Linhagem Celular , Células Endoteliais/efeitos dos fármacos , Células Endoteliais/metabolismo , Humanos , Alcaloides Indólicos/química , Nitrilas/química , Fosfotransferases/genética , Fosfotransferases/metabolismo , Polifarmacologia , Inibidores de Proteínas Quinases/química , Quinolinas/química , Transdução de Sinais/efeitos dos fármacos
18.
Nucleic Acids Res ; 49(9): 4891-4906, 2021 05 21.
Artigo em Inglês | MEDLINE | ID: mdl-33450011

RESUMO

Many of the gene regulatory processes of Plasmodium falciparum, the deadliest malaria parasite, remain poorly understood. To develop a comprehensive guide for exploring this organism's gene regulatory network, we generated a systems-level model of P. falciparum gene regulation using a well-validated, machine-learning approach for predicting interactions between transcription regulators and their targets. The resulting network accurately predicts expression levels of transcriptionally coherent gene regulatory programs in independent transcriptomic data sets from parasites collected by different research groups in diverse laboratory and field settings. Thus, our results indicate that our gene regulatory model has predictive power and utility as a hypothesis-generating tool for illuminating clinically relevant gene regulatory mechanisms within P. falciparum. Using the set of regulatory programs we identified, we also investigated correlates of artemisinin resistance based on gene expression coherence. We report that resistance is associated with incoherent expression across many regulatory programs, including those controlling genes associated with erythrocyte-host engagement. These results suggest that parasite populations with reduced artemisinin sensitivity are more transcriptionally heterogenous. This pattern is consistent with a model where the parasite utilizes bet-hedging strategies to diversify the population, rendering a subpopulation more able to navigate drug treatment.


Assuntos
Regulação da Expressão Gênica , Redes Reguladoras de Genes , Modelos Genéticos , Plasmodium falciparum/genética , Antimaláricos/farmacologia , Artemisininas/farmacologia , Resistência a Medicamentos/genética , Regulação da Expressão Gênica/efeitos dos fármacos , Aprendizado de Máquina , Plasmodium falciparum/efeitos dos fármacos , Biologia de Sistemas , Transcrição Gênica
19.
Front Cell Infect Microbiol ; 11: 804186, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-35111697

RESUMO

Upon transmission to the human host, Plasmodium sporozoites exit the skin, are taken up by the blood stream, and then travel to the liver where they infect and significantly modify a single hepatocyte. Low infection rates within the liver have made proteomic studies of infected hepatocytes challenging, particularly in vivo, and existing studies have been largely unable to consider how protein and phosphoprotein differences are altered at different spatial locations within the heterogeneous liver. Using digital spatial profiling, we characterized changes in host signaling during Plasmodium yoelii infection in vivo without disrupting the liver tissue. Moreover, we measured alterations in protein expression around infected hepatocytes and identified a subset of CD163+ Kupffer cells that migrate towards infected cells during infection. These data offer the first insight into the heterogeneous microenvironment that surrounds the infected hepatocyte and provide insights into how the parasite may alter its milieu to influence its survival and modulate immunity.


Assuntos
Malária , Plasmodium , Animais , Humanos , Fígado/parasitologia , Malária/parasitologia , Proteômica , Esporozoítos
20.
bioRxiv ; 221(11)2020 11 06.
Artigo em Inglês | MEDLINE | ID: mdl-33173868

RESUMO

Viruses co-opt host proteins to carry out their lifecycle. Repurposed host proteins may thus become functionally compromised; a situation analogous to a loss-of-function mutation. We term such host proteins viral-induced hypomorphs. Cells bearing cancer driver loss-of-function mutations have successfully been targeted with drugs perturbing proteins encoded by the synthetic lethal partners of cancer-specific mutations. Synthetic lethal interactions of viral-induced hypomorphs have the potential to be similarly targeted for the development of host-based antiviral therapeutics. Here, we use GBF1, which supports the infection of many RNA viruses, as a proof-of-concept. GBF1 becomes a hypomorph upon interaction with the poliovirus protein 3A. Screening for synthetic lethal partners of GBF1 revealed ARF1 as the top hit, disruption of which, selectively killed cells that synthesize poliovirus 3A. Thus, viral protein interactions can induce hypomorphs that render host cells vulnerable to perturbations that leave uninfected cells intact. Exploiting viral-induced vulnerabilities could lead to broad-spectrum antivirals for many viruses, including SARS-CoV-2. SUMMARY: Using a viral-induced hypomorph of GBF1, Navare et al., demonstrate that the principle of synthetic lethality is a mechanism to selectively kill virus-infected cells.

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