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1.
J Hepatol ; 79(6): 1418-1434, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37604269

RESUMO

BACKGROUND & AIMS: Integrin αv (ITGAV, CD51) is regarded as a key component in multiple stages of tumor progression. However, the clinical failure of cilengitide, a specific inhibitor targeting surface CD51, suggests the importance of yet-unknown mechanisms by which CD51 promotes tumor progression. METHODS: In this study, we used several hepatocellular carcinoma (HCC) cell lines and murine hepatoma cell lines. To investigate the role of CD51 on HCC progression, we used a 3D invasion assay and in vivo bioluminescence imaging. We used periostin-knockout transgenic mice to uncover the role of the tumor microenvironment on CD51 cleavage. Moreover, we used several clinically relevant HCC models, including patient-derived organoids and patient-derived xenografts, to evaluate the therapeutic efficacy of cilengitide in combination with the γ-secretase inhibitor LY3039478. RESULTS: We found that CD51 could undergo transmembrane cleavage by γ-secretase to produce a functional intracellular domain (CD51-ICD). The cleaved CD51-ICD facilitated HCC invasion and metastasis by promoting the transcription of oxidative phosphorylation-related genes. Furthermore, we identified cancer-associated fibroblast-derived periostin as the major driver of CD51 cleavage. Lastly, we showed that cilengitide-based therapy led to a dramatic therapeutic effect when supplemented with LY3039478 in both patient-derived organoid and xenograft models. CONCLUSIONS: In summary, we revealed previously unrecognized mechanisms by which CD51 is involved in HCC progression and uncovered the underlying cause of cilengitide treatment failure, as well as providing evidence supporting the translational prospects of combined CD51-targeted therapy in the clinic. IMPACT AND IMPLICATIONS: Integrin αv (CD51) is a widely recognized pro-tumoral molecule that plays a crucial role in various stages of tumor progression, making it a promising therapeutic target. However, despite early promising results, cilengitide, a specific antagonist of CD51, failed in a phase III clinical trial. This prompted further investigation into the underlying mechanisms of CD51's effects. This study reveals that the γ-secretase complex directly cleaves CD51 to produce an intracellular domain (CD51-ICD), which functions as a pro-tumoral transcriptional regulator and can bypass the inhibitory effects of cilengitide by entering the nucleus. Furthermore, the localization of CD51 in the nucleus is significantly associated with the prognosis of patients with HCC. These findings provide a theoretical basis for re-evaluating cilengitide in clinical settings and highlight the importance of identifying a more precise patient subpopulation for future clinical trials targeting CD51.


Assuntos
Carcinoma Hepatocelular , Integrina alfaV , Neoplasias Hepáticas Experimentais , Neoplasias Hepáticas , Animais , Humanos , Camundongos , Secretases da Proteína Precursora do Amiloide , Carcinoma Hepatocelular/genética , Linhagem Celular Tumoral , Integrina alfaV/genética , Integrina alfaV/metabolismo , Neoplasias Hepáticas/genética , Microambiente Tumoral
2.
Anal Chem ; 95(16): 6533-6541, 2023 04 25.
Artigo em Inglês | MEDLINE | ID: mdl-37042095

RESUMO

Liquid chromatography-mass spectrometry (LC-MS)-based untargeted metabolomics provides comprehensive and quantitative profiling of metabolites in clinical investigations. The use of whole metabolome profiles is a promising strategy for disease diagnosis but technically challenging. Here, we developed an approach, namely MetImage, to encode LC-MS-based untargeted metabolomics data into multi-channel digital images. Then, the images that represent the comprehensive metabolome profiles can be employed for developing deep learning-based AI models toward clinical diagnosis. In this work, we demonstrated the application of MetImage for clinical screening of esophageal squamous cell carcinoma (ESCC) in a clinical cohort with 1104 participants. A convolutional neuronal network-based AI model was trained to distinguish ESCC screening positive and negative subjects using their serum metabolomics data. Superior performances such as sensitivity (85%), specificity (92%), and area under curve (0.95) were validated in an independent testing cohort (N = 442). Importantly, we demonstrated that our AI-based ESCC screening model is not a "black box". The encoded images reserved the characteristics of mass spectra from the raw LC-MS data; therefore, metabolite identifications in key image features were readily achieved. Altogether, MetImage is a unique approach that encodes raw LC-MS-based untargeted metabolomics data into images and facilitates the utilization of whole metabolome profiles for AI-based clinical applications with improved interpretability.


Assuntos
Neoplasias Esofágicas , Carcinoma de Células Escamosas do Esôfago , Humanos , Cromatografia Líquida/métodos , Espectrometria de Massas em Tandem/métodos , Metabolômica/métodos , Metaboloma , Inteligência Artificial
4.
Nat Commun ; 13(1): 7802, 2022 12 17.
Artigo em Inglês | MEDLINE | ID: mdl-36528604

RESUMO

Neoadjuvant chemoradiotherapy (nCRT) has become the standard treatment for patients with locally advanced rectal cancer (LARC). Therapeutic efficacy of nCRT is significantly affected by treatment-induced diarrhea and hematologic toxicities. Metabolic alternations in cancer therapy are key determinants to therapeutic toxicities and responses, but exploration in large-scale clinical studies remains limited. Here, we analyze 743 serum samples from 165 LARC patients recruited in a phase III clinical study using untargeted metabolomics and identify responsive metabolic traits over the course of nCRT. Pre-therapeutic serum metabolites successfully predict the chances of diarrhea and hematologic toxicities during nCRT. Particularly, levels of acyl carnitines are linked to sex disparity in nCRT-induced diarrhea. Finally, we show that differences in phenylalanine metabolism and essential amino acid metabolism may underlie distinct therapeutic responses of nCRT. This study illustrates the metabolic dynamics over the course of nCRT and provides potential to guide personalized nCRT treatment using responsive metabolic traits.


Assuntos
Terapia Neoadjuvante , Neoplasias Retais , Humanos , Quimiorradioterapia/efeitos adversos , Diarreia , Terapia Neoadjuvante/efeitos adversos , Neoplasias Retais/terapia , Reto/metabolismo
5.
Signal Transduct Target Ther ; 7(1): 307, 2022 09 05.
Artigo em Inglês | MEDLINE | ID: mdl-36064538

RESUMO

Mesenchymal stromal cells (MSCs) have been considered a promising alternative for treatment of acute respiratory distress syndrome (ARDS). However, there is significant heterogeneity in their therapeutic efficacy, largely owing to the incomplete understanding of the mechanisms underlying the therapeutic activities of MSCs. Here, we hypothesize that the cholinergic anti-inflammatory pathway (CAP), which is recognized as a neuroimmunological pathway, may be involved in the therapeutic mechanisms by which MSCs mitigate ARDS. Using lipopolysaccharide (LPS) and bacterial lung inflammation models, we found that inflammatory cell infiltration and Evans blue leakage were reduced and that the expression levels of choline acetyltransferase (ChAT) and vesicular acetylcholine transporter (VAChT) in lung tissue were significantly increased 6 hours after MSC infusion. When the vagus nerve was blocked or α7 nicotinic acetylcholine (ACh) receptor (α7nAChR)-knockout mice were used, the therapeutic effects of MSCs were significantly reduced, suggesting that the CAP may play an important role in the effects of MSCs in ARDS treatment. Our results further showed that MSC-derived prostaglandin E2 (PGE2) likely promoted ACh synthesis and release. Additionally, based on the efficacy of nAChR and α7nAChR agonists, we found that lobeline, the nicotinic cholinergic receptor excitation stimulant, may attenuate pulmonary inflammation and alleviate respiratory symptoms of ARDS patients in a clinical study (ChiCTR2100047403). In summary, we reveal a previously unrecognized MSC-mediated mechanism of CAP activation as the means by which MSCs alleviate ARDS-like syndrome, providing insight into the clinical translation of MSCs or CAP-related strategies for the treatment of patients with ARDS.


Assuntos
Transplante de Células-Tronco Mesenquimais , Neuroimunomodulação , Síndrome do Desconforto Respiratório , Receptor Nicotínico de Acetilcolina alfa7 , Animais , Células-Tronco Mesenquimais/imunologia , Camundongos , Camundongos Knockout , Neuroimunomodulação/genética , Neuroimunomodulação/imunologia , Síndrome do Desconforto Respiratório/genética , Síndrome do Desconforto Respiratório/imunologia , Síndrome do Desconforto Respiratório/terapia , Receptor Nicotínico de Acetilcolina alfa7/genética , Receptor Nicotínico de Acetilcolina alfa7/imunologia
6.
Int J Med Sci ; 19(2): 393-401, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35165524

RESUMO

Abnormal cellular lipid metabolism has a very important role in the occurrence and progression of diabetic kidney disease (DKD). However, the lipid composition and differential expression by high glucose stimulation of renal tubular cells and their exosomes, which is a vital part of the development of DKD, are largely unknown. In this study, based on targeted lipid analysis by isotope labeling and tandem mass spectrometry, a total of 421 and 218 lipid species were quantified in HK-2 cells and exosomes, respectively. More importantly, results showed that GM3 d18:1/22:0, GM3 d18:1/16:0, GM3 d18:0/16:0, GM3 d18:1/22:1 were significantly increased, while LPE18:1, LPE, CL66:4 (16:1), BMP36:3, CL70:7 (16:1), CL74:8 (16:1) were significantly decreased in high glucose-stimulated HK-2 cells. Also, PG36:1, FFA22:5, PC38:3, SM d18:1/16:1, CE-16:1, CE-18:3, CE-20:5, and CE-22:6 were significantly increased, while GM3 d18:1/24:1, GM3 were significantly decreased in exosomes secreted by high glucose-stimulated HK-2 cells. Furthermore, TAG, PC, CL were decreased significantly in the exosomes comparing with the HK-2 cells, and LPA18:2, LPI22:5, PG32:2, FFA16:1, GM3 d18:1/18:1, GM3 d18:1/20:1, GM3 d18:0/20:0, PC40:6p, TAG52:1(18:1), TAG52:0(18:0), CE-20:5, CE-20:4, CE-22:6 were only found in exosomes. In addition, the expression of PI4P in HK-2 cells decreased under a high glucose state. These data may be useful to provide new targets for exploring the mechanisms of DKD.


Assuntos
Nefropatias Diabéticas/metabolismo , Exossomos/metabolismo , Glucose/metabolismo , Metabolismo dos Lipídeos/efeitos dos fármacos , Linhagem Celular , Células Epiteliais , Humanos , Túbulos Renais/citologia , Lipidômica , Estimulação Química
8.
Ther Adv Chronic Dis ; 11: 2040622320957143, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32994913

RESUMO

BACKGROUND: HPV16 E6/E7 proteins are the main oncogenes and only long-term persistent infection causes lung cancer. Our previous studies have shown that HPV16 E6/E7 protein up-regulates the expression of GLUT1 in lung cancer cells. However, whether E6 and E7 protein can promote the glucose uptake of GLUT1 and its molecular mechanism are unclear. METHODS: The regulatory relationships of E6 or E7, miR-451, CAB39, PI3K/AKT, and GLUT1 were detected by double directional genetic manipulations in lung cancer cell lines. Immunofluorescence and flow cytometry were used to detect the effect of CAB39 on promoting the translocation to the plasma membrane of GLUT1. Flow cytometry and confocal microscopy were performed to detect the glucose uptake levels of GLUT1. RESULTS: The overexpression both E6 and E7 proteins significantly down-regulated the expression level of miR-451, and the loss of miR-451 further up-regulated the expression of its target gene CAB39 at both protein and mRNA levels. Subsequently, CAB39 up-regulated the expression of GLUT1 at both protein and mRNA levels. Our results demonstrated that HPV16 E6/E7 up-regulated the expression and activation of GLUT1 through the HPV-miR-451-CAB39-GLUT1 axis. More interestingly, we found that CAB39 prompted GLUT1 translocation to the plasma membrane and glucose uptake, and this promotion depended on the PI3K/AKT pathway. CONCLUSION: Our findings provide new evidence to support the critical roles of miR-451 and CAB39 in the pathogenesis of HPV-related lung cancer.

9.
J Phys Chem A ; 118(8): 1287-92, 2014 Feb 27.
Artigo em Inglês | MEDLINE | ID: mdl-24491159

RESUMO

A possible pathway of soot nucleation, in which localized π electrons play an important role in binding the polycyclic aromatic hydrocarbon (PAH) molecules having multiradical characteristics to form stable polymer molecules through covalent bonds, is studied using density functional and semiempirical methods. Results show that the number of covalent bonds formed in the dimerization of two identical PAHs is determined by the radical character, and the sites to form bonds are related to the aromaticity of individual six-membered ring structure. It is further shown that the binding energy of dimerization increases linearly with the diradical character in the range relevant to soot nucleation.


Assuntos
Elétrons , Radicais Livres/química , Hidrocarbonetos Policíclicos Aromáticos/química , Fuligem/química , Dimerização , Teoria Quântica , Termodinâmica
10.
Mol Immunol ; 53(4): 355-62, 2013 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-23079731

RESUMO

Endotoxin, also known as lipopolysaccharide (LPS), is responsible for initiating host responses leading to inflammation and sometimes unwanted sepsis, which is associated with high mortality in patients. No therapeutic agents to date are efficacious enough to protect patients from LPS-mediated tissue damage and organ failure. Previously, egg yolk protein phosvitin (Pv) in zebrafish has been shown to act as a pattern recognition receptor, capable of binding to the microbial cell wall components including LPS, we therefore wonder if it has the capacity to block LPS toxicity. In this study we first demonstrated that hen Pv, a naturally occurring protein rich in egg yolk, had antimicrobial activity against Escherichia coli and Staphylococcus aureus under thermal stress, and then showed that Pv was able to bind to LPS, lipoteichoic acid and peptidoglycan as well as the microbes E. coli and S. aureus. More importantly, we revealed that Pv significantly inhibited LPS-induced tumor-necrosis factor (TNF)-α release from murine RAW264.7 cells and considerably reduced serum TNF-α level in mice. Additionally, hen Pv could promote the survival rate of the endotoxemia mice. Furthermore, hen Pv displayed no cytotoxicity to murine RAW264.7 macrophages and no hemolytic activity towards human red blood cells. Taken together, these data suggest that Pv is an endotoxin-neutralizing agent with a therapeutic potential in clinical treatment of LPS-induced sepsis.


Assuntos
Anti-Inflamatórios/farmacologia , Endotoxemia/tratamento farmacológico , Lipopolissacarídeos/antagonistas & inibidores , Fosvitina/farmacologia , Sepse/tratamento farmacológico , Animais , Linhagem Celular , Endotoxemia/induzido quimicamente , Endotoxemia/imunologia , Endotoxemia/mortalidade , Eritrócitos/efeitos dos fármacos , Escherichia coli/efeitos dos fármacos , Escherichia coli/crescimento & desenvolvimento , Feminino , Humanos , Lipopolissacarídeos/farmacologia , Macrófagos/efeitos dos fármacos , Macrófagos/imunologia , Masculino , Camundongos , Sepse/induzido quimicamente , Sepse/imunologia , Sepse/mortalidade , Staphylococcus aureus/efeitos dos fármacos , Staphylococcus aureus/crescimento & desenvolvimento , Taxa de Sobrevida , Fator de Necrose Tumoral alfa/imunologia
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