RESUMO
Brainstem gliomas (BSGs) are a class of clinically refractory malignant tumors for which there is no uniform and effective treatment protocol. Ultrasound and radiation can activate hematoporphyrin and produce sonodynamic and radiodynamic effects to kill cancer cells. Therefore, we conducted the first phase I clinical trial of sonodynamic therapy (SDT) combined with radiotherapy (RT) for the treatment of BSGs to verify its safety and efficacy. We conducted a study of SDT combined with RT in 11 patients with BSGs who received SDT and RT after hematoporphyrin administration. Magnetic resonance imaging was performed during this period to assess the tumor, and adverse events were recorded. All adverse events recorded were grade 1-2; no grade 3 or more serious adverse events were observed. Treatment was well tolerated, and no dose-limiting toxicities were observed. There were no treatment-related deaths during the course of treatment. 8 of 11 patients (72.7%) maintained stable disease, 2 (18.2%) achieved partial response, and the tumors were still shrinking as of the last follow-up date. The median progression-free survival (PFS) for patients was 9.2 (95% confidence interval [CI] 6.2-12.2) months, and the median overall survival (OS) was 11.7 (95% CI 9.6-13.8) months. Therefore, SDT combined with RT has a favorable safety and feasibility and shows a preliminary high therapeutic potential.
RESUMO
Directed evolution stands as a seminal technology for generating novel protein functionalities, a cornerstone in biocatalysis, metabolic engineering, and synthetic biology. Today, with the development of various mutagenesis methods and advanced analytical machines, the challenge of diversity generation and high-throughput screening platforms is largely solved, and one of the remaining challenges is: how to empower the potential of single beneficial substitutions with recombination to achieve the epistatic effect. This review overviews experimental and computer-assisted recombination methods in protein engineering campaigns. In addition, integrated and machine learning-guided strategies were highlighted to discuss how these recombination approaches contribute to generating the screening library with better diversity, coverage, and size. A decision tree was finally summarized to guide the further selection of proper recombination strategies in practice, which was beneficial for accelerating protein engineering.
Assuntos
Evolução Molecular Direcionada , Engenharia de Proteínas , Mutagênese , Recombinação Genética , Poder PsicológicoRESUMO
Deep eutectic solvents (DESs), heralded for their synthesis simplicity, economic viability, and reduced volatility and flammability, have found increasing application in biocatalysis. However, challenges persist due to a frequent diminution in enzyme activity and stability. Herein, we developed a general protein engineering strategy, termed corner engineering, to acquire DES-resistant and thermostable enzymes via precise tailoring of the transition region in enzyme structure. Employing Bacillus subtilis lipase A (BSLA) as a model, we delineated the engineering process, yielding five multi-DESs resistant variants with highly improved thermostability, such as K88E/N89â K exhibited up to a 10.0-fold catalytic efficiency (kcat /KM ) increase in 30 % (v/v) choline chloride (ChCl): acetamide and 4.1-fold in 95 % (v/v) ChCl: ethylene glycol accompanying 6.7-fold thermal resistance improvement than wild type at ≈50 °C. The generality of the optimized approach was validated by two extra industrial enzymes, endo-ß-1,4-glucanase PvCel5A (used for biofuel production) and esterase Bs2Est (used for plastics degradation). The molecular investigations revealed that increased water molecules at substrate binding cleft and finetuned helix formation at the corner region are two dominant determinants governing elevated resistance and thermostability. This study, coupling corner engineering with obtained molecular insights, illuminates enzyme-DES interaction patterns and fosters the rational design of more DES-resistant and thermostable enzymes in biocatalysis and biotransformation.
Assuntos
Solventes Eutéticos Profundos , Água , Solventes/química , Lipase/metabolismo , Biocatálise , Colina/químicaRESUMO
PURPOSE: The prognosis of recurrent glioblastoma (rGBM) is poor, and there is currently no effective treatment strategy. Sonodynamic therapy (SDT) is a new method for cancer treatment that uses a combination of low-frequency ultrasound and sonosensitisers to produce antitumor effects, which have shown good therapeutic effects in preclinical studies. Therefore, we initiated an open, prospective pilot study to evaluate the safety, tolerability, and efficacy of SDT for the treatment of rGBM. METHODS: Nine patients with rGBM were enrolled who had received multiple treatments, but the nidus continued to progress without additional standard treatments. After MRI localisation, porphyrin drugs were injected, and intermittent low-frequency ultrasound therapy was performed for five days. RESULTS: None of the nine patients in this clinical trial showed any clinical, neurological, haematological, or skin-targeted adverse effects associated with SDT. After the completion of the trial, one patient maintained stable disease, and eight patients experienced disease progression. Among the eight with progressive disease, the median progression-free survival time was 84 days. Four patients died, and the median overall survival duration after recurrence was 202.5 days. CONCLUSION: The number of patients in this study was small; therefore, a long-term survival benefit was not demonstrated. However, this study suggests that SDT has potential as a treatment for rGBM and warrants further exploration. Trial information: Chinese Clinical Trial Registry ( http://www.chictr.org.cn/ ): ChiCTR2200065992. November 2, 2022, retrospectively registered.
Assuntos
Neoplasias Encefálicas , Glioblastoma , Humanos , Temozolomida/uso terapêutico , Glioblastoma/terapia , Glioblastoma/tratamento farmacológico , Estudos Prospectivos , Projetos Piloto , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/tratamento farmacológico , Recidiva Local de Neoplasia/tratamento farmacológico , Recidiva Local de Neoplasia/patologiaRESUMO
Secretion of proteins into the extracellular space has great advantages for the production of recombinant proteins. Type 1 secretion systems (T1SS) are attractive candidates to be optimized for biotechnological applications, as they have a relatively simple architecture compared to other classes of secretion systems. A paradigm of T1SS is the hemolysin A type 1 secretion system (HlyA T1SS) from Escherichia coli harboring only three membrane proteins, which makes the plasmid-based expression of the system easy. Although for decades the HlyA T1SS has been successfully applied for secretion of a long list of heterologous proteins from different origins as well as peptides, but its utility at commercial scales is still limited mainly due to low secretion titers of the system. To address this drawback, we engineered the inner membrane complex of the system, consisting of HlyB and HlyD proteins, following KnowVolution strategy. The applied KnowVolution campaign in this study provided a novel HlyB variant containing four substitutions (T36L/F216W/S290C/V421I) with up to 2.5-fold improved secretion for two hydrolases, a lipase and a cutinase. KEY POINTS: ⢠An improvement in protein secretion via the use of T1SS ⢠Reaching almost 400 mg/L of soluble lipase into the supernatant ⢠A step forward to making E. coli cells more competitive for applying as a secretion host.
Assuntos
Proteínas de Escherichia coli , Escherichia coli , Escherichia coli/metabolismo , Proteínas de Escherichia coli/metabolismo , Sistemas de Secreção Tipo I/metabolismo , Proteínas de Membrana/metabolismo , Lipase/genética , Lipase/metabolismo , Proteínas Hemolisinas/metabolismo , Proteínas de Bactérias/genética , Proteínas de Bactérias/metabolismoRESUMO
BACKGROUND: With the growing concern for the environment, there are trends that bio-utilization of keratinous waste by keratinases could ease the heavy burden of keratinous waste from the poultry processing and leather industry. Especially surfactant-stable keratinases are beneficial for the detergent industry. Therefore, the production of keratinase by Bacillus cereus YQ15 was improved; the characterization and use of keratinase in detergent were also studied. RESULTS: A novel alkaline keratinase-producing bacterium YQ15 was isolated from feather keratin-rich soil and was identified as Bacillus cereus. Based on the improvement of medium components and culture conditions, the maximum keratinase activity (925 U/mL) was obtained after 36 h of cultivation under conditions of 35 °C and 160 rpm. Moreover, it was observed that the optimal reacting temperature and pH of the keratinase are 60 °C and 10.0, respectively; the activity was severely inhibited by PMSF and EDTA. On the contrary, the keratinase showed remarkable stability in the existence of the various surfactants, including SDS, Tween 20, Tween 60, Tween 80, and Triton X-100. Especially, 5% of Tween 20 and Tween 60 increased the activity by 100% and 60%, respectively. Furtherly, the keratinase revealed high efficiency in removing blood stains. CONCLUSION: The excellent compatibility with commercial detergents and the high washing efficiency of removing blood stains suggested its suitability for potential application as a bio-detergent additive.
Assuntos
Bacillus cereus , Detergentes , Animais , Bacillus cereus/metabolismo , Detergentes/química , Estabilidade Enzimática , Plumas/metabolismo , Concentração de Íons de Hidrogênio , Queratinas/metabolismo , Peptídeo Hidrolases/metabolismo , Polissorbatos , Tensoativos , TemperaturaRESUMO
Type 1 secretion systems (T1SS) have a relatively simple architecture compared to other classes of secretion systems and therefore, are attractive to be optimized by protein engineering. Here, we report a KnowVolution campaign for the hemolysin (Hly) enhancer fragment, an untranslated region upstream of the hlyA gene, of the hemolysin T1SS of Escherichia coli to enhance its secretion efficiency. The best performing variant of the Hly enhancer fragment contained five nucleotide mutations at five positions (A30U, A36U, A54G, A81U, and A116U) resulted in a 2-fold increase in the secretion level of a model lipase fused to the secretion carrier HlyA1. Computational analysis suggested that altered affinity to the generated enhancer fragment towards the S1 ribosomal protein contributes to the enhanced secretion levels. Furthermore, we demonstrate that involving a native terminator region along with the generated Hly enhancer fragment increased the secretion levels of the Hly system up to 5-fold.
Assuntos
Proteínas de Escherichia coli , Escherichia coli , Proteínas Hemolisinas , Engenharia de Proteínas , Escherichia coli/genética , Escherichia coli/metabolismo , Proteínas de Escherichia coli/genética , Proteínas de Escherichia coli/metabolismo , Proteínas Hemolisinas/genética , Proteínas Hemolisinas/metabolismo , Regiões Terminadoras Genéticas , Sistemas de Secreção Tipo I/metabolismoRESUMO
The CompassR (computer-assisted recombination) rule enables, among beneficial substitutions, the identification of those that can be recombined in directed evolution. Herein, a recombination strategy is systematically investigated to minimize experimental efforts and maximize possible improvements. In total, 15 beneficial substitutions from Bacillus subtilis lipaseâ A (BSLA), which improves resistance to the organic cosolvent 1,4-dioxane (DOX), were studied to compare two recombination strategies, the two-gene recombination process (2GenReP) and the in silico guided recombination process (InSiReP), employing CompassR. Remarkably, both strategies yielded a highly DOX-resistant variant, M4 (I12R/Y49R/E65H/N98R/K122E/L124K), with up to 14.6-fold improvement after screening of about 270 clones. M4 has a remarkably enhanced resistance in 60 % (v/v) acetone (6.0-fold), 30 % (v/v) ethanol (2.1-fold), and 60 % (v/v) methanol (2.4-fold) compared with wild-type BSLA. Molecular dynamics simulations revealed that attracting water molecules by charged surface substitutions is the main driver for increasing the DOX resistance of BSLA M4. Both strategies and obtained molecular knowledge can likely be used to improve the properties of other enzymes with a similar α/ß-hydrolase fold.
Assuntos
Lipase/química , Lipase/genética , Recombinação Genética , Solventes/química , Bacillus subtilis/enzimologia , Evolução Molecular Direcionada , Estabilidade Enzimática/genética , Lipase/metabolismo , Simulação de Dinâmica Molecular , Água/químicaRESUMO
Biocatalysis for the synthesis of fine chemicals is highly attractive but usually requires organic (co-)solvents (OSs). However, native enzymes often have low activity and resistance in OSs and at elevated temperatures. Herein, we report a smart salt bridge design strategy for simultaneously improving OS resistance and thermostability of the model enzyme, Bacillus subtilits Lipaseâ A (BSLA). We combined comprehensive experimental studies of 3450 BSLA variants and molecular dynamics simulations of 36 systems. Iterative recombination of four beneficial substitutions yielded superior resistant variants with up to 7.6-fold (D64K/D144K) improved resistance toward three OSs while exhibiting significant thermostability (thermal resistance up to 137-fold, and half-life up to 3.3-fold). Molecular dynamics simulations revealed that locally refined flexibility and strengthened hydration jointly govern the highly increased resistance in OSs and at 50-100 °C. The salt bridge redesign provides protein engineers with a powerful and likely general approach to design OSs- and/or thermal-resistant lipases and other α/ß-hydrolases.
Assuntos
Bacillus subtilis/enzimologia , Lipase/química , Compostos Orgânicos/química , Biocatálise , Estabilidade Enzimática , Lipase/metabolismo , Simulação de Dinâmica Molecular , Conformação Proteica , Sais/química , Solventes/química , TemperaturaRESUMO
A main remaining challenge in protein engineering is how to recombine beneficial substitutions. Systematic recombination studies show that poorly performing variants are usually obtained after recombination of 3 to 4 beneficial substitutions. This limits researchers in exploiting nature's potential in generating better enzymes. The Computer-assisted Recombination (CompassR) strategy provides a selection guide for beneficial substitutions that can be recombined to gradually improve enzyme performance by analysis of the relative free energy of folding (ΔΔGfold ). The performance of CompassR was evaluated by analysis of 84 recombinants located on 13 positions of Bacillus subtilis lipase A. The finally obtained variant F17S/V54K/D64N/D91E had a 2.7-fold improved specific activity in 18.3 % (v/v) 1-butyl-3-methylimidazolium chloride ([BMIM][Cl]). In essence, the deducted CompassR rule allows recombination of beneficial substitutions in an iterative manner and empowers researchers to generate better enzymes in a time-efficient manner.
RESUMO
Invited for the cover of this issue is the group of Ulrich Schwaneberg at the Institute of Biotechnology, RWTH-Aachen University and DWI Lebniz Institute of Interactive Materials. The picture calls for special attention to be paid to the extra Cu binding site of Copper efflux Oxidase (CueO), due to its predominant function in tuning the electrocatalytic kinetics towards oxygen reduction. Read the full text of the article at 10.1002/chem.201905598.
Assuntos
Ceruloplasmina/metabolismo , Lacase/química , Oxirredutases/química , Sítios de Ligação , Ceruloplasmina/química , Transporte de Elétrons , Proteínas de Escherichia coli/química , Cinética , Oxirredução , Oxirredutases/metabolismoRESUMO
Copper efflux oxidase (CueO) from Escherichia coli is a special bacterial laccase due to its fifth copper binding site. Herein, it is discovered that the fifth Cu occupancy plays a crucial and favorable role of electron relay in bioelectrocatalytic oxygen reduction. By substituting the residues at the four coordinated positions of the fifth Cu, 11 beneficial variants are identified with ≥2.5-fold increased currents at -250â mV (up to 6.13â mA cm-2 ). Detailed electrocatalytic characterization suggests the microenvironment of the fifth Cu binding site governs the electrocatalytic current of CueO. Additionally, further electron transfer analysis assisted by molecular dynamics (MD) simulation demonstrates that an increase in localized structural stability and a decrease of distance between the fifth Cu and the T1 Cu are two main factors contributing to the improved kinetics of CueO variants. It may guide a novel way to tailor laccases and perhaps other oxidoreductases for bioelectrocatalytic applications.
Assuntos
Ceruloplasmina/metabolismo , Lacase/química , Oxirredutases/química , Sítios de Ligação , Ceruloplasmina/química , Transporte de Elétrons , Proteínas de Escherichia coli/química , Cinética , Oxirredução , Oxirredutases/metabolismoRESUMO
The telomerase activator cycloastragenol (CA) is regarded as a potential anti-aging drug with promising applications in the food and medical industry. However, one remaining challenge is the low efficiency of CA production. Herein, we developed an enzyme-based approach by applying two enzymes (ß-xylosidase: Xyl-T; ß-glucosidase: Bgcm) for efficient CA production. Both key glycosidases, mined by activity tracking or homology sequence screening, were successfully over-expressed and showed prominent enzymatic activity profiles, including widely pH stability (Xyl-T: pH 3.0-8.0; Bgcm: pH 4.0-10.0), high catalytic efficiency (kcat/Km: 0.096 mM-1s-1 (Xyl-T) and 3.08 mM-1s-1 (Bgcm)), and mesophilic optimum catalytic temperature (50 °C). Besides, the putative catalytic residues (Xyl-T: Asp311/Glu 521; Bgcm: Asp311/Glu 521) and the potential substrate-binding mechanism of Xyl-T and Bgcm were predicted by comprehensive computational analysis, providing valuable insight into the hydrolysis of substrates at the molecular level. Notably, a rationally designed two-step reaction process was introduced to improve the CA yield and increased up to 96.5% in the gram-scale production, providing a potential alternative for the industrial CA bio-production. In essence, the explored enzymes, the developed enzyme-based approach, and the obtained knowledge from catalytic mechanisms empower researchers to further engineer the CA production and might be applied for other chemicals synthesis. KEY POINTS: ⢠A ß-xylosidase and a ß-glucosidase were mined to hydrolyze ASI into CA. ⢠The two recombinant glycosidases showed prominent catalytic profiles. ⢠Two-step enzymatic catalysis for CA production from ASI was developed. Graphical abstract.
Assuntos
Preparações Farmacêuticas , Sapogeninas , Estabilidade Enzimática , Glicosídeo Hidrolases/genética , Glicosídeo Hidrolases/metabolismo , CinéticaRESUMO
Escherichia coli's copper efflux oxidase (CueO) has rarely been employed in the cathodic compartment of enzymatic biofuel cells (EBFCs) due to its low redox potential (0.36â V vs. Ag/AgCl, pHâ 5.5) towards O2 reduction. Herein, directed evolution of CueO towards a more positive onset potential was performed in an electrochemical screening system. An improved CueO variant (D439T/L502K) was obtained with a significantly increased onset potential (0.54â V), comparable to that of high-redox-potential fungal laccases. Upon coupling with an anodic compartment, the EBFC exhibited an open-circuit voltage (Voc ) of 0.56â V. Directed enzyme evolution by tailoring enzymes to application conditions in EBFCs has been validated and might, in combination with molecular understanding, enable future breakthroughs in EBFC performance.
Assuntos
Fontes de Energia Bioelétrica , Proteínas de Escherichia coli/metabolismo , Oxirredutases/metabolismo , Técnicas Eletroquímicas , Eletrodos , Enzimas Imobilizadas/química , Enzimas Imobilizadas/metabolismo , Escherichia coli/citologia , Escherichia coli/enzimologia , Proteínas de Escherichia coli/química , Oxirredutases/químicaRESUMO
BACKGROUND: Suppression of Aurora kinase A (Aurora-A, AURKA) by Aurora-A siRNA has been proposed for lung tumor treatment. However, protocols using single administration have shown little benefit in some types of lung tumor. Given that transfection efficiency of Aurora-A siRNA is low due to tightly packed cells in the tumor, we hypothesized that repeated administration would result in efficient cell apoptosis. METHODS: We compared single vs. repeated transfection (thrice) in A549 cells by transfecting Aurora-A siRNA (siA) on the 1st or 1st, 2nd and 3rd day after cell seeding. A random sequence was used as the negative siRNA control (siC). Cells in the single transfection group received only transfection reagent without siRNAs on the 2nd and 3rd day. RESULTS: Two days after the third transfection, both single and repeated siA administration decreased mRNA expression of Aurora-A and cell viability compared to no administration and siC single administration. However, the decrease in these two indices with repeated transfection was more obvious than that following single administration: cell viability decreased to 72.8 ± 3.05% (p < 0.05) following siA single transfection and to 64.2 ± 1.99% (p < 0.05) following siA repeated transfection, compared with normal control cells, respectively. Gene expression decreased to 17 ± 16.6% (p < 0.05 vs. normal control) following siA repeated transfection and to 43.2 ± 13.0% (p < 0.05 vs. normal control) following siA single transfection. CONCLUSIONS: Compared to single transfection, repeated Aurora-A siRNA transfection decreased Aurora-A, which, in turn, resulted in effective apoptosis of A549 cells.
Assuntos
Apoptose , Aurora Quinase A/genética , RNA Interferente Pequeno/genética , Transfecção , Aurora Quinase A/fisiologia , Linhagem Celular Tumoral , Sobrevivência Celular , HumanosRESUMO
The purpose of this study was to investigate the impact of conjugated estrogen cream, in conjunction with progesterone, on the endometrium, following vaginal administration, and assess the combined dose-effect relationship with progesterone. Initially, bilateral ovaries from mature, female, Sprague Dawley rats were excised to establish a hypoestrogenic (perimenopausal) model. A conjugated estrogen-progesterone combination cream was administered vaginally for a duration of 12 days. Subsequently, this study used pathological sections, Enzyme-Linked Immunosorbent Assay (ELISA) for pharmacodynamic studies, network pharmacology to explore possible signalling pathways associated with the drug and menopausal syndrome, and partial validation using a real-time quantitative polymerase chain reaction (RT-qPCR) and immunohistochemistry (ICH). The results demonstrate that, relative to the model group, the conjugated estrogen monotherapy significantly increased the uterine weight coefficients (p < 0.0001) and endometrial thickness (p < 0.001) and upregulated the expression of Cyclin D1 and VEGF. Moreover, this treatment downregulated PTEN expression. The co-administration of progesterone reversed these effects in a dose-dependent manner. Overall, the vaginal administration of a combination of progesterone and conjugated estrogen cream demonstrated the ability to mitigate endometrial hyperplasia induced by conjugated estrogen vaginal cream monotherapy. Furthermore, the effect of progesterone exhibited a dose-dependent response.
RESUMO
The heterogeneous monomers obtained from plastic waste degradation are unfavorable for PET recondensation and high-value derivative synthesis. Herein, we developed an efficient chemical-enzymatic approach to convert mixed plastic wastes into homogeneous mono-2-hydroxyethyl terephthalate (MHET) without downstream purification, benefiting from three discovered BHETases (KbEst, KbHyd, and BrevEst) in nature. Towards the mixed plastic waste, integrating the chemical K2CO3-driven glycolysis process with the BHETase depolymerization technique resulted in an MHET yield of up to 98.26 % in 40â h. Remarkably, BrevEst accomplished the highest BHET hydrolysis (~87 % efficiency in 12â h) for yielding analytical-grade MHET compared to seven state-of-the-art PET hydrolases (18 %-40 %). In an investigation combining quantum theoretical computations and experimental validations, we established a MHET-initiated PET repolymerization pathway. This shortcut approach with MHET promises to strengthen the valorization of mixed plastics, offering a substantially more efficient and energy-saving route for PET recycling.
Assuntos
Reciclagem , Ácidos Ftálicos/química , Plásticos/química , Polietilenotereftalatos/química , Hidrólise , Hidrolases/metabolismo , PolimerizaçãoRESUMO
The intricate crosstalk of various cell death forms was recently implicated in cancers, laying a foundation for exploring the association between cell death and cancers. Recent evidence has demonstrated that biological networks outperform snapshot gene expression profiles at discovering promising biomarkers or heterogenous molecular subtypes across different cancer types. In order to investigate the behavioral patterns of cell death-related interaction perturbation in colorectal cancer (CRC), this study constructed the interaction-perturbation network with 11 cell death pathways and delineated four cell death network (CDN) derived heterogeneous subtypes (CDN1-4) with distinct molecular characteristics and clinical outcomes. Specifically, we identified a subtype (CDN4) endowed with high autophagy activity and the worst prognosis. Furthermore, AOC3 was identified as a potential autophagy-related biomarker, which demonstrated exceptional predictive performance for CDN4 and significant prognostic value. Overall, this study sheds light on the complex interplay of various cell death forms and reveals an autophagy-related gene AOC3 as a critical prognostic marker in CRC.
Assuntos
Amina Oxidase (contendo Cobre) , Morte Celular , Neoplasias Colorretais , Humanos , Autofagia/genética , Biomarcadores , Neoplasias Colorretais/genética , Neoplasias Colorretais/metabolismo , Prognóstico , Amina Oxidase (contendo Cobre)/genética , Amina Oxidase (contendo Cobre)/metabolismo , Moléculas de Adesão Celular/genética , Moléculas de Adesão Celular/metabolismoRESUMO
Recent efforts in genome mining of ribosomally synthesized and post-translationally modified peptides (RiPPs) have expanded the diversity of post-translational modification chemistries. However, RiPPs are rarely reported as hybrid molecules incorporating biosynthetic machinery from other natural product families. Here we report lipoavitides, a class of RiPP/fatty-acid hybrid lipopeptides that display a unique, putatively membrane-targeting 4-hydroxy-2,4-dimethylpentanoyl (HMP)-modified N terminus. The HMP is formed via condensation of isobutyryl-coenzyme A (isobutyryl-CoA) and methylmalonyl-CoA catalysed by a 3-ketoacyl-(acyl carrier protein) synthase III enzyme, followed by successive tailoring reactions in the fatty acid biosynthetic pathway. The HMP and RiPP substructures are then connected by an acyltransferase exhibiting promiscuous activity towards the fatty acyl and RiPP substrates. Overall, the discovery of lipoavitides contributes a prototype of RiPP/fatty-acid hybrids and provides possible enzymatic tools for lipopeptide bioengineering.
Assuntos
Ribossomos , Acilação , Ribossomos/metabolismo , Ácido Graxo Sintases/metabolismo , Ácido Graxo Sintases/química , Ácido Graxo Sintases/genética , Processamento de Proteína Pós-Traducional , Peptídeos/química , Peptídeos/metabolismo , Lipopeptídeos/química , Lipopeptídeos/metabolismo , Lipopeptídeos/biossíntese , Ácidos Graxos/química , Ácidos Graxos/metabolismoRESUMO
Objective: To investigate the correlation between programmed death ligand 1(PD-L1), tumor mutation burden (TMB) and the short-term efficacy and clinical characteristics of anti-PD-1 immune checkpoint inhibitor combination chemotherapy in NSCLC patients. The efficacy of the prediction model was evaluated. Methods: A total of 220 NSCLC patients receiving first-line treatment with anti-PD-1 immune checkpoint inhibitor combined with chemotherapy were retrospectively collected. The primary endpoint was short-term efficacy ORR. The correlation between short-term efficacy, PD-L1, TMB, and clinical characteristics using χ2 test or t-test was evaluated. Screen the independent prognostic factors using univariate and multivariate logistic regression analyses, and construct a nomogram prediction model using the "rms" package in R software. Using receiver operating characteristic (ROC) curve analysis to evaluate the independent Prognostic factors and the prediction model. Using decision curve analysis (DCA) to verify the superiority of the prediction model. Results: The mean values of PD-L1, TMB, neutrophils, lymphocytes, neutrophil-to-lymphocyte ratio, and albumin were the highest in the ORR group, PD-L1 expression and TMB correlated with epidermal growth factor receptor expression. Multivariate analyses showed that PD-L1, TMB, and neutrophil were independent prognostic factors for ORR. The area under the ROC curve (AUC) values of the ROC constructed based on these three indicators were 0.7104, 0.7139, and 0.7131, respectively. The AUC value under the ROC of the nomogram model was 0.813. The DCA of the model showed that all three indicators used together to build the prediction model of the net return were higher than those of the single indicator prediction model. Conclusion: PD-L1, TMB, and neutrophils are independent prognostic factors for short-term efficacy. The nomogram prediction model constructed using these three indicators can further improve predictive efficacy of ICIs in patients with NSCLC.