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1.
Cytopathology ; 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38822635

RESUMO

The transformative role of artificial intelligence (AI) and multiomics could enhance the diagnostic and prognostic capabilities of liquid biopsy (LB) for lung cancer (LC). Despite advances, the transition from tissue biopsies to more sophisticated, non-invasive methods like LB has been impeded by challenges such as the heterogeneity of biomarkers and the low concentration of tumour-related analytes. The advent of multiomics - enabled by deep learning algorithms - offers a solution by allowing the simultaneous analysis of various analytes across multiple biological fluids, presenting a paradigm shift in cancer diagnostics. Through multi-marker, multi-analyte and multi-source approaches, this review showcases how AI and multiomics are identifying clinically valuable biomarker combinations that correlate with patients' health statuses. However, the path towards clinical implementation is fraught with challenges, including study reproducibility and lack of methodological standardization, thus necessitating urgent solutions to solve these common issues.

2.
Cancer Treat Rev ; 121: 102650, 2023 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-37939446

RESUMO

Breast cancer susceptibility gene 1 (BRCA1) and breast cancer susceptibility gene 2 (BRCA2) deleterious variants were the first and, still today, the main biomarkers of poly(ADP)ribose polymerase (PARP)-inhibitors (PARPis) benefit. The recent, increased, numbers of individuals referred for counseling and multigene panel testing, and the remarkable expansion of approved PARPis, not restricted to BRCA1/BRCA2-Pathogenic Variants (PVs), produced a strong clinical need for non-BRCA biomarkers. Significant limitations of the current testing and assays exist. The different approaches that identify the causes of Homologous Recombination Deficiency (HRD), such as the germline and somatic Homologous Recombination Repair (HRR) gene PVs, the testing showing its consequences, such as the genomic scars, or the novel functional assays such as the RAD51 foci testing, are not interchangeable, and should not be considered as substitutes for each other in clinical practice for guiding use of PARPi in non-BRCA, HRD-associated tumors. Today, the deeper knowledge on the significant relationship among all proteins involved in the HRR, not limited to BRCA, expands the possibility of a successful non-BRCA, HRD-PARPi synthetic lethality and, at the same time, reinforces the need for enhanced definition of HRD biomarkers predicting the magnitude of PARPi benefit.


Assuntos
Neoplasias da Mama , Neoplasias Ovarianas , Humanos , Feminino , Inibidores de Poli(ADP-Ribose) Polimerases/uso terapêutico , Inibidores de Poli(ADP-Ribose) Polimerases/farmacologia , Medicina de Precisão , Recombinação Homóloga , Proteína BRCA2/genética , Proteína BRCA1/genética , Biomarcadores , Neoplasias da Mama/tratamento farmacológico , Neoplasias da Mama/genética , Neoplasias Ovarianas/tratamento farmacológico
3.
Int J Mol Sci ; 21(5)2020 Feb 28.
Artigo em Inglês | MEDLINE | ID: mdl-32121252

RESUMO

The endogenous gasotransmitter H2S plays an important role in the central nervous, respiratory and cardiovascular systems. Accordingly, slow-releasing H2S donors are powerful tools for basic studies and innovative pharmaco-therapeutic agents for cardiovascular and neurodegenerative diseases. Nonetheless, the effects of H2S-releasing agents on the growth of stem cells have not been fully investigated. H2S preconditioning can enhance mesenchymal stem cell survival after post-ischaemic myocardial implantation; therefore, stem cell therapy combined with H2S may be relevant in cell-based therapy for regenerative medicine. Here, we studied the effects of slow-releasing H2S agents on the cell growth and differentiation of cardiac Lin- Sca1+ human mesenchymal stem cells (cMSC) and on normal human dermal fibroblasts (NHDF). In particular, we investigated the effects of water-soluble GSH-garlic conjugates (GSGa) on cMSC compared to other H2S-releasing agents, such as Na2S and GYY4137. GSGa treatment of cMSC and NHDF increased their cell proliferation and migration in a concentration dependent manner with respect to the control. GSGa treatment promoted an upregulation of the expression of proteins involved in oxidative stress protection, cell-cell adhesion and commitment to differentiation. These results highlight the effects of H2S-natural donors as biochemical factors that promote MSC homing, increasing their safety profile and efficacy after transplantation, and the value of these donors in developing functional 3D-stem cell delivery systems for cardiac muscle tissue repair and regeneration.


Assuntos
Glutationa/farmacologia , Transplante de Células-Tronco Mesenquimais , Células-Tronco Mesenquimais/citologia , Compostos de Enxofre/farmacologia , Cicatrização/efeitos dos fármacos , Antioxidantes/farmacologia , Biomarcadores/metabolismo , Doenças Cardiovasculares/genética , Diferenciação Celular/efeitos dos fármacos , Hipóxia Celular/efeitos dos fármacos , Movimento Celular/efeitos dos fármacos , Plasticidade Celular/efeitos dos fármacos , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Fibroblastos/citologia , Fibroblastos/efeitos dos fármacos , Regulação da Expressão Gênica/efeitos dos fármacos , Humanos , Sulfeto de Hidrogênio/farmacologia , Inativação Metabólica/efeitos dos fármacos , Células-Tronco Mesenquimais/efeitos dos fármacos , Células-Tronco Mesenquimais/metabolismo , Miocárdio/citologia , Estresse Oxidativo/efeitos dos fármacos , Fenótipo , Transcrição Gênica/efeitos dos fármacos
4.
Int J Mol Sci ; 19(8)2018 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-30103516

RESUMO

The design of biomaterial platforms able to release bioactive molecules is mandatory in tissue repair and regenerative medicine. In this context, electrospinning is a user-friendly, versatile and low-cost technique, able to process different kinds of materials in micro- and nano-fibers with a large surface area-to-volume ratio for an optimal release of gaseous signaling molecules. Recently, the antioxidant and anti-inflammatory properties of the endogenous gasotramsmitter hydrogen sulfide (H2S), as well as its ability to stimulate relevant biochemical processes on the growth of mesenchymal stem cells (MSC), have been investigated. Therefore, in this work, new poly(lactic) acid fibrous membranes (PFM), doped and functionalized with H2S slow-releasing donors extracted from garlic, were synthetized. These innovative H2S-releasing mats were characterized for their morphological, thermal, mechanical, and biological properties. Their antimicrobial activity and effects on the in vitro human cardiac MSC growth, either in the presence or in the absence of oxidative stress, were here assessed. On the basis of the results here presented, these new H2S-releasing PFM could represent promising and low-cost scaffolds or patches for biomedical applications in tissue repair.


Assuntos
Proliferação de Células/efeitos dos fármacos , Alho/química , Sulfeto de Hidrogênio , Membranas Artificiais , Estresse Oxidativo/efeitos dos fármacos , Extratos Vegetais , Idoso , Idoso de 80 Anos ou mais , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Feminino , Humanos , Sulfeto de Hidrogênio/química , Sulfeto de Hidrogênio/farmacologia , Masculino , Células-Tronco Mesenquimais/patologia , Pessoa de Meia-Idade , Extratos Vegetais/química , Extratos Vegetais/farmacologia
5.
Stem Cells Dev ; 26(19): 1438-1447, 2017 10 01.
Artigo em Inglês | MEDLINE | ID: mdl-28715970

RESUMO

The design of reliable biocompatible and biodegradable scaffolds remains one of the most important challenges for tissue engineering. In fact, properly designed scaffolds must display an adequate and interconnected porosity to facilitate cell spreading and colonization of the inner layers, and must release physical signals concurring to modulate cell function to ultimately drive cell fate. In this study, a combination of optimal mechanical and biochemical properties has been considered to design a one-component three-dimensional (3D) multitextured hydrogel scaffold to favor cell-scaffold interactions. A polyethylene glycol diacrylate woodpile (PEGDa-Wp) structure of the order of 100 µm has been manufactured using a microstereolithography process. Subsequently, the PEGDa-Wp has been embedded in a PEGDa hydrogel to obtain a 3D scaffold-in-scaffold (3D-SS) system. Finally, the 3D-SS capability to address cell fate has been assessed using human Lin- Sca-1+ cardiac progenitor cells (hCPCs). Results have shown that a multitextured 3D scaffold represents a favorable microenvironment to promote hCPC differentiation and orientation. In fact, while cultured on 3D-SS, hCPCs adopt an ordered 3D spatial orientation and activate the expression of structural proteins, such as the α-sarcomeric actinin, a specific marker of the cardiomyocyte phenotype, and connexin 43, the principal gap junction protein of the heart. Although preliminary, this study demonstrates that complex multitextured scaffolds closely mimicking the extracellular matrix structure and function are efficient in driving progenitor cell fate. A leap forward will be determined by the use of advanced 3D printing technologies that will improve multitextured scaffold manufacturing and their biological efficiency.


Assuntos
Células-Tronco Adultas/citologia , Diferenciação Celular , Miócitos Cardíacos/citologia , Alicerces Teciduais/química , Actinina/genética , Actinina/metabolismo , Células-Tronco Adultas/metabolismo , Idoso , Idoso de 80 Anos ou mais , Células Cultivadas , Conexina 43/genética , Conexina 43/metabolismo , Matriz Extracelular/metabolismo , Feminino , Humanos , Ácido Hialurônico/análogos & derivados , Hidrogéis/química , Masculino , Pessoa de Meia-Idade , Miócitos Cardíacos/metabolismo , Polietilenoglicóis , Estereolitografia
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