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1.
Nat Cancer ; 4(9): 1309-1325, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37550516

RESUMO

To avoid regulatory T cell promotion and vascular toxicity, the interleukin-2 receptor-ß/interleukin-2 receptor-γ (IL-2Rßγ)-biased approach is used by most IL-2 analogs in immuno-oncology. However, recent clinical disappointments in these IL-2 agonists have questioned this strategy. Here we show that both wild-type (IL-2wt) and IL-2Rßγ-attenuated (IL-2α-bias) agonists that preserve IL-2Rα (CD25) activities can effectively expand tumor-specific CD8+ T cells (TSTs) and exhibit better antitumor efficacy and safety than the 'non-α' counterpart (IL-2nα). Mechanistically, TSTs coexpress elevated CD25 and PD-1 and are more susceptible to stimulation by IL-2Rα-proficient agonists. Moreover, the antitumor efficacy of anti-PD-1 depends on activation of PD-1+CD25+ TSTs through autocrine IL-2-CD25 signaling. In individuals with cancer, a low IL-2 signature correlates with non-responsiveness to anti-PD-1 treatment. In mouse models, IL-2α-bias, but not IL-2nα, restores the IL-2 signature and synergizes with anti-PD-1 to eradicate large established tumors. These findings underscore the indispensable function of CD25 in IL-2-based immunotherapy and provide rationales for evaluating IL-2Rα-biased agonists in individuals with cancer.


Assuntos
Linfócitos T CD8-Positivos , Neoplasias , Camundongos , Animais , Subunidade alfa de Receptor de Interleucina-2 , Linfócitos T CD8-Positivos/patologia , Interleucina-2/farmacologia , Receptor de Morte Celular Programada 1 , Neoplasias/tratamento farmacológico
2.
Cell Rep Med ; 3(6): 100660, 2022 06 21.
Artigo em Inglês | MEDLINE | ID: mdl-35732156

RESUMO

Glucocorticoid-induced tumor necrosis factor receptor (GITR) is a co-stimulatory receptor and an important target for cancer immunotherapy. We herein present a potent FcγR-independent GITR agonist IBI37G5 that can effectively activate effector T cells and synergize with anti-programmed death 1 (PD1) antibody to eradicate established tumors. IBI37G5 depends on both antibody bivalency and GITR homo-dimerization for efficient receptor cross-linking. Functional analyses reveal bell-shaped dose responses due to the unique 2:2 antibody-receptor stoichiometry required for GITR activation. Antibody self-competition is observed after concentration exceeded that of 100% receptor occupancy (RO), which leads to antibody monovalent binding and loss of activity. Retrospective pharmacokinetics/pharmacodynamics analysis demonstrates that the maximal efficacy is achieved at medium doses with drug exposure near saturating GITR occupancy during the dosing cycle. Finally, we propose an alternative dose-finding strategy that does not rely on the traditional maximal tolerated dose (MTD)-based paradigm but instead on utilizing the RO-function relations as biomarker to guide the clinical translation of GITR and similar co-stimulatory agonists.


Assuntos
Glucocorticoides , Receptores de IgG , Linhagem Celular Tumoral , Proteína Relacionada a TNFR Induzida por Glucocorticoide/agonistas , Ligantes , Receptores do Fator de Necrose Tumoral/agonistas , Estudos Retrospectivos , Fatores de Necrose Tumoral
3.
J Gastroenterol Hepatol ; 36(12): 3298-3307, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34327729

RESUMO

BACKGROUND AND AIM: Artificial intelligence has been extensively studied to assist clinicians in polyp detection, but such systems usually require expansive processing power, making them prohibitively expensive and hindering wide adaption. The current study used a fast object detection algorithm, known as the YOLOv3 algorithm, to achieve real-time polyp detection on a laptop. In addition, we evaluated and classified the causes of false detections to further improve accuracy. METHODS: The YOLOv3 algorithm was trained and validated with 6038 and 2571 polyp images, respectively. Videos from live colonoscopies in a tertiary center and those obtained from public databases were used for the training and validation sets. The algorithm was tested on 10 unseen videos from the CVC-Video ClinicDB dataset. Only bounding boxes with an intersection over union area of > 0.3 were considered positive predictions. RESULTS: Polyp detection rate in our study was 100%, with the algorithm able to detect every polyp in each video. Sensitivity, specificity, and F1 score were 74.1%, 85.1%, and 83.3, respectively. The algorithm achieved a speed of 61.2 frames per second (fps) on a desktop RTX2070 GPU and 27.2 fps on a laptop GTX2060 GPU. Nearly a quarter of false negatives happened when the polyps were at the corner of an image. Image blurriness accounted for approximately 3% and 9% of false positive and false negative detections, respectively. CONCLUSION: The YOLOv3 algorithm can achieve real-time poly detection with high accuracy and speed on a desktop GPU, making it low cost and accessible to most endoscopy centers worldwide.


Assuntos
Inteligência Artificial , Pólipos do Colo , Colonoscopia , Algoritmos , Pólipos do Colo/diagnóstico , Colonoscopia/métodos , Humanos , Redes Neurais de Computação
4.
Nature ; 569(7757): 514-518, 2019 05.
Artigo em Inglês | MEDLINE | ID: mdl-31092918

RESUMO

Nature uses 64 codons to encode the synthesis of proteins from the genome, and chooses 1 sense codon-out of up to 6 synonyms-to encode each amino acid. Synonymous codon choice has diverse and important roles, and many synonymous substitutions are detrimental. Here we demonstrate that the number of codons used to encode the canonical amino acids can be reduced, through the genome-wide substitution of target codons by defined synonyms. We create a variant of Escherichia coli with a four-megabase synthetic genome through a high-fidelity convergent total synthesis. Our synthetic genome implements a defined recoding and refactoring scheme-with simple corrections at just seven positions-to replace every known occurrence of two sense codons and a stop codon in the genome. Thus, we recode 18,214 codons to create an organism with a 61-codon genome; this organism uses 59 codons to encode the 20 amino acids, and enables the deletion of a previously essential transfer RNA.


Assuntos
Engenharia Celular/métodos , Escherichia coli/genética , Código Genético/genética , Genoma Bacteriano/genética , Biologia Sintética/métodos , Aminoácidos/genética , Códon de Terminação/genética , Escherichia coli/crescimento & desenvolvimento , Escherichia coli/metabolismo , Genes Essenciais/genética , RNA de Transferência/genética
5.
Nat Commun ; 9(1): 2212, 2018 06 07.
Artigo em Inglês | MEDLINE | ID: mdl-29880855

RESUMO

DNA is typically found as a double helix, however it must be separated into single strands during all phases of DNA metabolism; including transcription, replication, recombination and repair. Although recent breakthroughs have enabled the design of modular RNA- and double-stranded DNA-binding proteins, there are currently no tools available to manipulate single-stranded DNA (ssDNA). Here we show that artificial pentatricopeptide repeat (PPR) proteins can be programmed for sequence-specific ssDNA binding. Interactions occur using the same code and specificity as for RNA binding. We solve the structures of DNA-bound and apo proteins revealing the basis for ssDNA binding and how hydrogen bond rearrangements enable the PPR structure to envelope its ssDNA target. Finally, we show that engineered PPRs can be designed to bind telomeric ssDNA and can block telomerase activity. The modular mode of ssDNA binding by PPR proteins provides tools to target ssDNA and to understand its importance in cells.


Assuntos
DNA de Cadeia Simples/metabolismo , Proteínas de Ligação a DNA/metabolismo , Engenharia de Proteínas/métodos , Telomerase/metabolismo , Motivos de Aminoácidos/genética , Sítios de Ligação/genética , Cristalografia por Raios X , Replicação do DNA , DNA de Cadeia Simples/química , Proteínas de Ligação a DNA/química , Proteínas de Ligação a DNA/genética , Proteínas de Ligação a DNA/isolamento & purificação , Ensaios Enzimáticos , Células HEK293 , Humanos , Modelos Moleculares , Ligação Proteica , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/isolamento & purificação , Proteínas Recombinantes/metabolismo , Telomerase/antagonistas & inibidores , Telomerase/isolamento & purificação , Telômero/metabolismo
6.
Nature ; 539(7627): 59-64, 2016 11 03.
Artigo em Inglês | MEDLINE | ID: mdl-27776354

RESUMO

Synthetic recoding of genomes, to remove targeted sense codons, may facilitate the encoded cellular synthesis of unnatural polymers by orthogonal translation systems. However, our limited understanding of allowed synonymous codon substitutions, and the absence of methods that enable the stepwise replacement of the Escherichia coli genome with long synthetic DNA and provide feedback on allowed and disallowed design features in synthetic genomes, have restricted progress towards this goal. Here we endow E. coli with a system for efficient, programmable replacement of genomic DNA with long (>100-kb) synthetic DNA, through the in vivo excision of double-stranded DNA from an episomal replicon by CRISPR/Cas9, coupled to lambda-red-mediated recombination and simultaneous positive and negative selection. We iterate the approach, providing a basis for stepwise whole-genome replacement. We attempt systematic recoding in an essential operon using eight synonymous recoding schemes. Each scheme systematically replaces target codons with defined synonyms and is compatible with codon reassignment. Our results define allowed and disallowed synonymous recoding schemes, and enable the identification and repair of recoding at idiosyncratic positions in the genome.


Assuntos
Códon/genética , Escherichia coli/genética , Código Genético/genética , Engenharia Genética/métodos , Genoma Bacteriano/genética , Biologia Sintética/métodos , Sistemas CRISPR-Cas/genética , DNA/biossíntese , DNA/genética , Genes Bacterianos/genética , Genes Essenciais/genética , Óperon/genética , Plasmídeos/genética , Seleção Genética
7.
Mol Endocrinol ; 29(1): 14-27, 2015 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-25375021

RESUMO

Estrogens, in particular 17ß-estradiol, are well-known regulators of essential cellular functions; however, discrepancies remain over the mechanisms by which they act on mitochondria. Here we propose a novel mechanism for the direct regulation of mitochondrial gene expression by estrogen under metabolic stress. We show that in serum-depleted medium, estrogen stimulates a rapid relocation of estrogen receptor-α to mitochondria, in which it elicits a cellular response, resulting in an increase in mitochondrial RNA abundance. Mitochondrial RNA levels are regulated through the association of estrogen receptor-α with 17ß-hydroxysteroid dehydrogenase 10, a multifunctional protein involved in steroid metabolism that is also a core subunit of the mitochondrial ribonuclease P complex responsible for the cleavage of mitochondrial polycistronic transcripts. Processing of mitochondrial transcripts affects mitochondrial gene expression by controlling the levels of mature RNAs available for translation. This work provides the first mechanism linking RNA processing and estrogen activation in mitochondrial gene expression and underscores the coordinated response between the nucleus and mitochondria in response to stress.


Assuntos
3-Hidroxiacil-CoA Desidrogenases/metabolismo , Receptor alfa de Estrogênio/metabolismo , Estrogênios/metabolismo , Regulação da Expressão Gênica/genética , Mitocôndrias/metabolismo , 3-Hidroxiacil-CoA Desidrogenases/biossíntese , 3-Hidroxiacil-CoA Desidrogenases/genética , Linhagem Celular Tumoral , Estradiol/metabolismo , Receptor alfa de Estrogênio/biossíntese , Receptor alfa de Estrogênio/genética , Genes Mitocondriais/genética , Humanos , Células MCF-7 , Mitocôndrias/enzimologia , Mitocôndrias/genética , Interferência de RNA , RNA Interferente Pequeno
8.
Nat Commun ; 5: 5729, 2014 Dec 17.
Artigo em Inglês | MEDLINE | ID: mdl-25517350

RESUMO

Pentatricopeptide repeat (PPR) proteins control diverse aspects of RNA metabolism in eukaryotic cells. Although recent computational and structural studies have provided insights into RNA recognition by PPR proteins, their highly insoluble nature and inconsistencies between predicted and observed modes of RNA binding have restricted our understanding of their biological functions and their use as tools. Here we use a consensus design strategy to create artificial PPR domains that are structurally robust and can be programmed for sequence-specific RNA binding. The atomic structures of these artificial PPR domains elucidate the structural basis for their stability and modelling of RNA-protein interactions provides mechanistic insights into the importance of RNA-binding residues and suggests modes of PPR-RNA association. The modular mode of RNA binding by PPR proteins holds great promise for the engineering of new tools to target RNA and to understand the mechanisms of gene regulation by natural PPR proteins.


Assuntos
Proteínas Mitocondriais/química , Proteínas de Ligação a RNA/química , RNA/química , Motivos de Aminoácidos , Arabidopsis/genética , Arabidopsis/metabolismo , Sítios de Ligação , Regulação da Expressão Gênica , Humanos , Proteínas Mitocondriais/genética , Proteínas Mitocondriais/metabolismo , Modelos Moleculares , Dados de Sequência Molecular , Ligação Proteica , Engenharia de Proteínas , Estabilidade Proteica , Estrutura Terciária de Proteína , RNA/genética , RNA/metabolismo , Proteínas de Ligação a RNA/genética , Proteínas de Ligação a RNA/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/genética , Proteínas Recombinantes/metabolismo
9.
Blood ; 120(4): 812-21, 2012 Jul 26.
Artigo em Inglês | MEDLINE | ID: mdl-22700722

RESUMO

Angioimmunoblastic T-cell lymphoma (AITL) is the second most common peripheral T-cell lymphoma with unusual clinical and pathologic features and a poor prognosis despite intensive chemotherapy. Recent studies have suggested AITL derives from follicular helper T (T(FH)) cells, but the causative molecular pathways remain largely unknown. Here we show that approximately 50% of mice heterozygous for the "san" allele of Roquin develop tumors accompanied by hypergammaglobulinemia by 6 months of age. Affected lymph nodes displayed the histologic features diagnostic of AITL, except for the presence of expanded FDC networks. Accumulation of T(FH) cells preceded tumor development, and clonal rearrangements in the TCR-ß genes were present in most tumors. Furthermore, T(FH) cells exhibited increased clonality compared with non-T(FH) cells from the same lymph nodes, even in the absence of tumors. Genetic manipulations that prevent T(FH) development, such as deletion of ICOS, CD28, and SAP, partially or completely abrogated tumor development, confirming a T(FH)-derived origin. Roquin(san/+) mice emerge as a useful model to investigate the molecular pathogenesis of AITL and for preclinical testing of therapies aimed at targeting dysregulated T(FH) cells or their consequences.


Assuntos
Hipergamaglobulinemia/etiologia , Linfadenopatia Imunoblástica/etiologia , Perda de Heterozigosidade , Linfonodos/patologia , Linfoma Folicular/etiologia , Linfoma de Células T/etiologia , Ubiquitina-Proteína Ligases/fisiologia , Animais , Antígenos CD28/fisiologia , Ensaio de Imunoadsorção Enzimática , Citometria de Fluxo , Hipergamaglobulinemia/patologia , Linfadenopatia Imunoblástica/patologia , Técnicas Imunoenzimáticas , Proteína Coestimuladora de Linfócitos T Induzíveis/fisiologia , Linfoma Folicular/patologia , Linfoma de Células T/patologia , Camundongos , Camundongos Knockout , Receptores de Antígenos de Linfócitos T alfa-beta/metabolismo , Linfócitos T Auxiliares-Indutores/metabolismo , Linfócitos T Auxiliares-Indutores/patologia
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