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1.
Cytopathology ; 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38822635

RESUMEN

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.
Crit Rev Oncol Hematol ; 193: 104220, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38036154

RESUMEN

Specific tumor-derived extracellular vesicles, called exosomes, are considered as potential key players in cross-talk between immune system and tumor microenvironment in several solid tumors. Different studies highlighted the clinical relevance of exosomes in ovarian cancer (OC) for their role in early diagnosis, prognosis, chemoresistance, targeted therapy. The exosomes are nanosize vesicles carrying lipids, proteins, and nucleic acids. In particular, exosomes shuttle a wide spectrum of microRNAs (miRNAs) able to induce phenotypic reprogramming of target cells, contributing to tumor progression. In this review, we will discuss the promising role of miRNAs shuttled by exosomes, called exosomal miRNAs (exo-miRNAs), as potential biomarkers for early detection, tumour progression and metastasis, prognosis, and response to therapy in OC women, in order to search for new potential biological fingerprints able to better characterize the evolution of this malignancy and provide a clinically relevant non-invasive approach useful for adopting, in future, personalized therapeutic strategies.


Asunto(s)
Exosomas , Vesículas Extracelulares , MicroARNs , Neoplasias Ováricas , Humanos , Femenino , MicroARNs/genética , Exosomas/genética , Exosomas/metabolismo , Relevancia Clínica , Neoplasias Ováricas/diagnóstico , Neoplasias Ováricas/genética , Neoplasias Ováricas/terapia , Vesículas Extracelulares/metabolismo , Vesículas Extracelulares/patología , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , Microambiente Tumoral/genética
3.
Crit Rev Oncol Hematol ; 182: 103899, 2023 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-36596401

RESUMEN

Liquid biopsy has gained increasing interest in the growing era of precision medicine as minimally invasive technique. Recent findings demonstrated that detecting minimal or molecular residual disease (MRD) in NSCLC is a challenging matter of debate that need multidisciplinary competencies, avoiding the overtreatment risk along with achieving a significant survival improvement. This review aims to provide practical consideration for solving data interpretation questions about MRD in NSCLC thanks to the close cooperation between biologists and oncology clinicians. We discussed with a translational approach the critical point of view from benchside, bedside and bunchside to facilitate the future applicability of liquid biopsy in this setting. Herein, we defined the clinical significance of MRD, focusing on relevant practical consideration about advantages and disadvantages, speculating on future clinical trial design and standardization of MRD technology.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Humanos , Carcinoma de Pulmón de Células no Pequeñas/diagnóstico , Carcinoma de Pulmón de Células no Pequeñas/terapia , Neoplasias Pulmonares/diagnóstico , Neoplasias Pulmonares/terapia , Neoplasia Residual/diagnóstico , Neoplasia Residual/patología , Biopsia Líquida/métodos , Medicina de Precisión
4.
Crit Rev Oncol Hematol ; 172: 103626, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35150867

RESUMEN

Hereditary breast and ovarian cancer syndrome is caused by germline mutations in BRCA1/2 genes. These genes are very large and their mutations are heterogeneous and scattered throughout the coding sequence. In addition to the above-mentioned mutations, variants of uncertain/unknown significance (VUSs) have been identified in BRCA genes, which make more difficult the clinical management of the patient and risk assessment. In the last decades, several laboratories have developed different databases that contain more than 2000 variants for the two genes and integrated strategies which include multifactorial prediction models based on direct and indirect genetic evidence, to classify the VUSs and attribute them a clinical significance associated with a deleterious, high/low or neutral risk. This review provides a comprehensive overview of literature studies concerning the VUSs, in order to assess their impact on the population and provide new insight useful for the appropriate patient management in clinical practice.


Asunto(s)
Proteína BRCA1 , Proteína BRCA2 , Neoplasias de la Mama , Síndrome de Cáncer de Mama y Ovario Hereditario , Neoplasias Ováricas , Proteína BRCA1/genética , Proteína BRCA2/genética , Neoplasias de la Mama/genética , Femenino , Predisposición Genética a la Enfermedad , Mutación de Línea Germinal , Síndrome de Cáncer de Mama y Ovario Hereditario/diagnóstico , Síndrome de Cáncer de Mama y Ovario Hereditario/genética , Humanos , Mutación , Neoplasias Ováricas/genética , Medición de Riesgo
5.
Crit Rev Oncol Hematol ; 170: 103597, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-35033663

RESUMEN

Alterations in short-repetitive DNA sequences, known as microsatellite instability (MSI), can reflect deficiencies in Mismatch Repair (MMR) system which represents a major player in DNA integrity maintenance. The incidence of MSI-H/dMMR has been shown to be variable depending on the tumor type. Several studies confirmed that dMMR/MSI status, although less frequent than PD-L1 expression, may better predict response to immune-checkpoint inhibitors (ICIs) in patients with solid tumors. In October 2016, the FDA granted pembrolizumab as breakthrough therapy for the treatment of non-CRC, MSI-H/dMMR tumors, providing, for the first time, a tumor-agnostic indication. In the next future, the tissue-agnostic evaluation of MSI-H/dMMR could become the common denominator for the immunotherapy treatment of patients with different advanced solid tumors, in order to select patient subgroups which may benefit from this therapy. In this Review we provided an overview of the main clinical studies describing the association between MSI-H/dMMR tumors and immunotherapy response.


Asunto(s)
Neoplasias Colorrectales , Neoplasias , Reparación de la Incompatibilidad de ADN , Humanos , Inmunoterapia , Inestabilidad de Microsatélites , Neoplasias/genética , Neoplasias/terapia
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