scholarly journals Prostate Cancer Radiogenomics—From Imaging to Molecular Characterization

2021 ◽  
Vol 22 (18) ◽  
pp. 9971
Author(s):  
Matteo Ferro ◽  
Ottavio de Cobelli ◽  
Mihai Dorin Vartolomei ◽  
Giuseppe Lucarelli ◽  
Felice Crocetto ◽  
...  

Radiomics and genomics represent two of the most promising fields of cancer research, designed to improve the risk stratification and disease management of patients with prostate cancer (PCa). Radiomics involves a conversion of imaging derivate quantitative features using manual or automated algorithms, enhancing existing data through mathematical analysis. This could increase the clinical value in PCa management. To extract features from imaging methods such as magnetic resonance imaging (MRI), the empiric nature of the analysis using machine learning and artificial intelligence could help make the best clinical decisions. Genomics information can be explained or decoded by radiomics. The development of methodologies can create more-efficient predictive models and can better characterize the molecular features of PCa. Additionally, the identification of new imaging biomarkers can overcome the known heterogeneity of PCa, by non-invasive radiological assessment of the whole specific organ. In the future, the validation of recent findings, in large, randomized cohorts of PCa patients, can establish the role of radiogenomics. Briefly, we aimed to review the current literature of highly quantitative and qualitative results from well-designed studies for the diagnoses, treatment, and follow-up of prostate cancer, based on radiomics, genomics and radiogenomics research.

Cancers ◽  
2020 ◽  
Vol 12 (6) ◽  
pp. 1493 ◽  
Author(s):  
Carmelo Messina ◽  
Rodolfo Bignone ◽  
Alberto Bruno ◽  
Antonio Bruno ◽  
Federico Bruno ◽  
...  

To date, diffusion weighted imaging (DWI) is included in routine magnetic resonance imaging (MRI) protocols for several cancers. The real additive role of DWI lies in the “functional” information obtained by probing the free diffusivity of water molecules into intra and inter-cellular spaces that in tumors mainly depend on cellularity. Although DWI has not gained much space in some oncologic scenarios, this non-invasive tool is routinely used in clinical practice and still remains a hot research topic: it has been tested in almost all cancers to differentiate malignant from benign lesions, to distinguish different malignant histotypes or tumor grades, to predict and/or assess treatment responses, and to identify residual or recurrent tumors in follow-up examinations. In this review, we provide an up-to-date overview on the application of DWI in oncology.


2016 ◽  
Vol 23 (4) ◽  
pp. 496-504 ◽  
Author(s):  
Laura Airas ◽  
Eero Rissanen ◽  
Juha Rinne

Multiple sclerosis (MS) is a complex disease, where several processes can be selected as a target for positron emission topography (PET) imaging. Unlike magnetic resonance imaging (MRI), PET provides specific and quantitative information, and unlike neuropathology, it can be non-invasively applied to living patients, which enables longitudinal follow-up of the MS pathology. In the study of MS, PET can be useful for in vivo evaluation of specific pathological characteristics at various stages of the disease. Increased understanding of the progressive MS pathology will enhance the treatment options of this undertreated condition. The ultimate goal of developing and expanding PET in the study of MS is to have clinical non-invasive in vivo imaging biomarkers of neuroinflammation that will help to establish prognosis and accurately measure response to therapeutics. This topical review provides an overview of the promises and challenges of the use of PET in MS.


2022 ◽  
Vol 12 ◽  
Author(s):  
P. Porras-Quesada ◽  
JM. González-Cabezuelo ◽  
V. Sánchez-Conde ◽  
I. Puche-Sanz ◽  
V. Arenas-Rodríguez ◽  
...  

Prostate Cancer (PC) is commonly known as one of the most frequent tumors among males. A significant problem of this tumor is that in early stages most of the cases course as indolent forms, so an active surveillance will anticipate the appearance of aggressive stages. One of the main strategies in medical and biomedical research is to find non-invasive biomarkers for improving monitoring and performing a more precise follow-up of diseases like PC. Here we report the relevant role of IGF2 and miR-93-5p as non-invasive biomarker for PC. This event could improve current medical strategies in PC.


2021 ◽  
Vol 10 (2) ◽  
pp. 322
Author(s):  
Marco Marcarelli ◽  
Marcello Zappia ◽  
Lorenzo Rissolio ◽  
Chiara Baroni ◽  
Carlo Astarita ◽  
...  

(1) Background: Focal chondral defects of the knee can significantly impair patient quality of life. Although different options are available, they are still not conclusive and have several limitations. The aim of this study was to evaluate the role of autologous cartilage micrografts in the treatment of knee chondropathy. (2) Methods: Eight patients affected by knee chondropathy were evaluated before and after 6 months and 3 years following autologous cartilage micrografts by magnetic resonance imaging (MRI) for cartilage measurement and clinical assessment. (3) Results: All patients recovered daily activities, reporting pain reduction without the need for analgesic therapy; Oxford Knee Score (OKS) was 28.4 ± 6 and 40.8 ± 6.2 and visual analogue scale (VAS) was 5.5 ± 1.6 and 1.8 ± 0.7 before and after 6 months following treatment, respectively. Both scores remained stable after 3 years. Lastly, a significant improvement of the cartilage thickness was observed using MRI after 3 years. (4) Conclusions: Autologous cartilage micrografts can promote the formation of new cartilage, and could be a valid approach for the treatment of knee chondropathy.


Diagnostics ◽  
2021 ◽  
Vol 11 (9) ◽  
pp. 1551
Author(s):  
Suraj Samtani ◽  
Mauricio Burotto ◽  
Juan Carlos Roman ◽  
Daniela Cortes-Herrera ◽  
Annerleim Walton-Diaz

Prostate cancer (PCa) is one of the most frequent causes of cancer death worldwide. Historically, diagnosis was based on physical examination, transrectal (TRUS) images, and TRUS biopsy resulting in overdiagnosis and overtreatment. Recently magnetic resonance imaging (MRI) has been identified as an evolving tool in terms of diagnosis, staging, treatment decision, and follow-up. In this review we provide the key studies and concepts of MRI as a promising tool in the diagnosis and management of prostate cancer in the general population and in challenging scenarios, such as anteriorly located lesions, enlarged prostates determining extracapsular extension and seminal vesicle invasion, and prior negative biopsy and the future role of MRI in association with artificial intelligence (AI).


2016 ◽  
Vol 1 (1) ◽  
pp. 4
Author(s):  
Marymol Koshy ◽  
Bushra Johari ◽  
Mohd Farhan Hamdan ◽  
Mohammad Hanafiah

Hypertrophic cardiomyopathy (HCM) is a global disease affecting people of various ethnic origins and both genders. HCM is a genetic disorder with a wide range of symptoms, including the catastrophic presentation of sudden cardiac death. Proper diagnosis and treatment of this disorder can relieve symptoms and prolong life. Non-invasive imaging is essential in diagnosing HCM. We present a review to deliberate the potential use of cardiac magnetic resonance (CMR) imaging in HCM assessment and also identify the risk factors entailed with risk stratification of HCM based on Magnetic Resonance Imaging (MRI).


2015 ◽  
Vol 33 (1) ◽  
pp. 16.e1-16.e7 ◽  
Author(s):  
Heikki Seikkula ◽  
Kari T. Syvänen ◽  
Samu Kurki ◽  
Tuomas Mirtti ◽  
Pekka Taimen ◽  
...  

Author(s):  
Carlotta Giani ◽  
Liborio Torregrossa ◽  
Ramone Teresa ◽  
Romei Cristina ◽  
Antonio Matrone ◽  
...  

Abstract Context Tumour capsule integrity is becoming a relevant issue to predict the biological behaviour of human tumours, including thyroid cancer. Aim To verify if a whole tumour capsule in the classical variant of PTC (CVPTC) could have a predictive role of a good outcome as for follicular variant (FVPTC). Methods FVPTC (n=600) and CVPTC (n=554) cases, were analysed. We distinguished encapsulated-FVPTC (E-FVPTC) and encapsulated-CVPTC (E-CVPTC) and, thereafter, invasive (Ei-FVPTC and Ei-CVPTC) and non-invasive (En-FVPTC and En-CVPTC) tumours, according to the invasion or integrity of tumour capsule, respectively. Cases without tumour capsule were indicated as invasive-FVPTC (I-FVPTC) and invasive-CVPTC (I-CVPTC). Sub-group of each variant was evaluated for BRAF mutations. Results E-FVPTC was more frequent than E-CVPTC (p<0.0001). No differences were found between En-FVPTC and En-CVPTC or between Ei-FVPTC and Ei-CVPTC. After 18 years of follow-up, a greater number of not-cured cases were observed in Ei-CVPTC with respect to Ei-FVPTC, but not in En-CVPTC to En-FVPTC. Multivariate clustering analysis showed that En-FVPTC, En-CVPTC, and Ei-FVPTC have similar features but different from I-FVPTC and I-CVPTC and, to a lesser extent, from Ei-CVPTC. 177/614 (28.8%) cases were BRAF  V600E-mutated and 10/614(1.6%) carried BRAF-rare alterations. Significantly higher rate of En-CVPTC (22/49,44.9%) than En-FVPTC (15/195,7.7%) (p<0.0001) were BRAF  V600E-mutated. Conclusions En-CVPTC is less prevalent than En-FVPTC. However, they have a good clinical/ pathological behavior comparable to En-FVPTC. This finding confirms the good prognostic role of a whole tumour capsule also in CVPTC. New nomenclature for En-CVPTC, similar to that introduced for En-FVPTC (i.e, NIFTP) could be envisaged.


2021 ◽  
pp. 973-976
Author(s):  
Ivan Zammit-Maempel

Various imaging techniques are used in the staging and follow-up of head and neck cancer and evaluating patients presenting with a neck mass. The workhorses in imaging the neck are ultrasonography, computed tomography (CT), and magnetic resonance imaging (MRI) with positron emission tomography CT (PET-CT) increasingly being requested. Plain radiographs, contrast studies, video fluoroscopy, angiography, and cone beam CT have limited but important roles. This chapter discusses the role of some of these modalities.


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