scholarly journals Radiomics for the Diagnosis and Differentiation of Pancreatic Cystic Lesions

Diagnostics ◽  
2020 ◽  
Vol 10 (7) ◽  
pp. 505
Author(s):  
Jorge D. Machicado ◽  
Eugene J. Koay ◽  
Somashekar G. Krishna
Keyword(s):  
Predictive Accuracy ◽  
Quantitative Imaging ◽  
Standard Of Care ◽  
Small Sample ◽  
Cystic Lesions ◽  
Current Standard ◽  
Cross Sectional ◽  
Small Sample Sizes ◽  
Insight Into

Radiomics, also known as quantitative imaging or texture analysis, involves extracting a large number of features traditionally unmeasured in conventional radiological cross-sectional images and converting them into mathematical models. This review describes this approach and its use in the evaluation of pancreatic cystic lesions (PCLs). This discipline has the potential of more accurately assessing, classifying, risk stratifying, and guiding the management of PCLs. Existing studies have provided important insight into the role of radiomics in managing PCLs. Although these studies are limited by the use of retrospective design, single center data, and small sample sizes, radiomic features in combination with clinical data appear to be superior to the current standard of care in differentiating cyst type and in identifying mucinous PCLs with high-grade dysplasia. Combining radiomic features with other novel endoscopic diagnostics, including cyst fluid molecular analysis and confocal endomicroscopy, can potentially optimize the predictive accuracy of these models. There is a need for multicenter prospective studies to elucidate the role of radiomics in the management of PCLs.

scholarly journals AB0407 CARDIOVASCULAR BURDEN IN SYSTEMIC SCLEROSIS: QRISK3 VERSUS FRAMINGHAM FOR RISK ESTIMATION

2021 ◽  
Vol 80 (Suppl 1) ◽  
pp. 1232.1-1232
Author(s):  
M. Di Battista ◽  
S. Barsotti ◽  
A. Della Rossa ◽  
M. Mosca
Keyword(s):  
Risk Factors ◽  
Myocardial Infarction ◽  
Systemic Sclerosis ◽  
High Risk ◽  
General Population ◽  
Risk Score ◽  
Predictive Accuracy ◽  
Risk Estimation ◽  
Cross Sectional

Background:Cardiovascular (CV) diseases, namely myocardial infarction and stroke, are not among the most known and frequent complications of systemic sclerosis (SSc), but there is growing evidence that SSc patients have a higher prevalence of CV diseases than the general population [1].Objectives:To compare two algorithms for CV risk estimation in a cohort of patients with SSc, finding any correlation with clinical characteristics of the disease.Methods:SSc patients without previous myocardial infarction or stroke were enrolled. Traditional CV risk factors, SSc-specific characteristics and ongoing therapies were assessed. Framingham and QRISK3 algorithms were then used to estimate the risk of develop a CV disease over the next 10 years.Results:Fifty-six SSc patients were enrolled. Framingham reported a median risk score of 9.6% (IQR 8.5), classifying 24 (42.9%) subjects at high risk, with a two-fold increase of the mean relative risk in comparison to general population. QRISK3 showed a median risk score of 15.8% (IQR 19.4), with 36 (64.3%) patients considered at high-risk. Both algorithms revealed a significant role of some traditional risk factors and a noteworthy potential protective role of endothelin receptor antagonists (p=0.003). QRISK3 was also significantly influenced by some SSc-specific characteristics, as limited cutaneous subset (p=0.01), interstitial lung disease (p=0.04) and non-ischemic heart involvement (p=0.03), with the first two that maintain statistically significance in the multivariate analysis (p=0.02 for both).Conclusion:QRISK3 classifies more SSc patients at high-risk to develop CV diseases than Framingham, and it seems to be influenced by some SSc-specific characteristics. If its predictive accuracy were prospectively verified, the use of QRISK3 as a tool in the early detection of SSc patients at high CV risk should be recommended.References:[1]Ngian GS, Sahhar J, Proudman SM, Stevens W, Wicks IP, Van Doornum S. Prevalence of coronary heart disease and cardiovascular risk factors in a national cross-sectional cohort study of systemic sclerosis. Ann Rheum Dis. 2012;71:1980-3.Disclosure of Interests:None declared

scholarly journals Age and sex dependent variability of type 2 dopamine receptors in the human brain: A large-scale PET cohort

2021 ◽  
Author(s):  
Tuulia Malén ◽  
Tomi Karjalainen ◽  
Janne Isojärvi ◽  
Aki Vehtari ◽  
Paul-Christian Bürkner ◽  
...  
Keyword(s):  
Human Brain ◽  
Large Scale ◽  
Movement Control ◽  
Heterogeneous Data ◽  
Small Sample ◽  
Cross Sectional ◽  
Psychiatric Conditions ◽  
Small Sample Sizes ◽  
Age And Sex

BACKGROUND: The dopamine system contributes to a multitude of functions ranging from reward and motivation to learning and movement control, making it a key component in goal-directed behavior. Altered dopaminergic function is observed in neurological and psychiatric conditions. Numerous factors have been proposed to influence dopamine function, but due to small sample sizes and heterogeneous data analysis methods in previous studies their specific and joint contributions remain unresolved. METHODS: In this cross-sectional register-based study we investigated how age, sex, body mass index (BMI), as well as cerebral hemisphere and regional volume influence striatal type 2 dopamine receptor (D2R) availability in the human brain. We analyzed a large historical dataset (n=156, 120 males and 36 females) of [11C]raclopride PET scans performed between 2004 and 2018. RESULTS: Striatal D2R availability decreased through age for both sexes and was higher in females versus males throughout age. BMI and striatal D2R availability were weakly associated. There was no consistent lateralization of striatal D2R. The observed effects were independent of regional volumes. These results were validated using two different spatial normalization methods, and the age and sex effects also replicated in an independent sample (n=135). CONCLUSIONS: D2R density is dependent on age and sex, which may contribute to the vulnerability of neurological and psychiatric conditions involving altering D2R expression.

scholarly journals Towards Personalization in the Curative Treatment of Gastric Cancer

2020 ◽  
Vol 10 ◽  
Author(s):  
Astrid E. Slagter ◽  
Marieke A. Vollebergh ◽  
Edwin P. M. Jansen ◽  
Johanna W. van Sandick ◽  
Annemieke Cats ◽  
...  
Keyword(s):  
Gastric Cancer ◽  
Treatment Options ◽  
Treatment Strategies ◽  
Standard Of Care ◽  
Molecular Characteristics ◽  
Perioperative Chemotherapy ◽  
Current Standard ◽  
Common Cancer ◽  
Resectable Gastric Cancer

Gastric cancer is the fifth most common cancer worldwide and has a high mortality rate. In the last decades, treatment strategy has shifted from an exclusive surgical approach to a multidisciplinary strategy. Treatment options for patients with resectable gastric cancer as recommended by different worldwide guidelines, include perioperative chemotherapy, pre- or postoperative chemoradiotherapy and postoperative chemotherapy. Although gastric cancer is a heterogeneous disease with respect to patient-, tumor-, and molecular characteristics, the current standard of care is still according to a one-size-fits-all approach. In this review, we discuss the background of the different treatment strategies in resectable gastric cancer including the current standard, the specific role of radiotherapy, and describe the current areas of research and potential strategies for personalization of therapy.

scholarly journals Radiotherapy of glioblastoma 15 years after the landmark Stupp’s trial: more controversies than standards?

2018 ◽  
Vol 52 (2) ◽  
pp. 121-128 ◽  
Author(s):  
Tomas Kazda ◽  
Adam Dziacky ◽  
Petr Burkon ◽  
Petr Pospisil ◽  
Marek Slavik ◽  
...  
Keyword(s):  
Concurrent Chemoradiotherapy ◽  
Standard Of Care ◽  
Primary Brain Tumor ◽  
Current Standard ◽  
Tumor Treating Fields ◽  
Integrated Boost ◽  
Hippocampal Sparing ◽  
New Treatment ◽  
Personalized Approach

Abstract Background The current standard of care of glioblastoma, the most common primary brain tumor in adults, has remained unchanged for over a decade. Nevertheless, some improvements in patient outcomes have occurred as a consequence of modern surgery, improved radiotherapy and up-to-date management of toxicity. Patients from control arms (receiving standard concurrent chemoradiotherapy and adjuvant chemotherapy with temozolomide) of recent clinical trials achieve better outcomes compared to the median survival of 14.6 months reported in Stupp’s landmark clinical trial in 2005. The approach to radiotherapy that emerged from Stupp’s trial, which continues to be a basis for the current standard of care, is no longer applicable and there is a need to develop updated guidelines for radiotherapy within the daily clinical practice that address or at least acknowledge existing controversies in the planning of radiotherapy. The goal of this review is to provoke critical thinking about potentially controversial aspects in the radiotherapy of glioblastoma, including among others the issue of target definitions, simultaneously integrated boost technique, and hippocampal sparing. Conclusions In conjunction with new treatment approaches such as tumor-treating fields (TTF) and immunotherapy, the role of adjuvant radiotherapy will be further defined. The personalized approach in daily radiotherapy practice is enabled with modern radiotherapy systems.

scholarly journals What Role Does the Prefrontal Cortex Play in the Processing of Negative and Positive Stimuli in Adolescent Depression?

2019 ◽  
Vol 9 (5) ◽  
pp. 104 ◽  
Author(s):  
Siyabend Kaya ◽  
Ciara McCabe
Keyword(s):  
Prefrontal Cortex ◽  
Adolescent Depression ◽  
Region Of Interest ◽  
Small Sample ◽  
Symptoms Of Depression ◽  
Small Sample Sizes ◽  
Positive Stimuli ◽  
Larger Sample ◽  
Negative Stimuli

This perspective describes the contribution of the prefrontal cortex to the symptoms of depression in adolescents and specifically the processing of positive and negative information. We also discuss how the prefrontal cortex (PFC) activity and connectivity during tasks and at rest might be a biomarker for risk for depression onset in adolescents. We include some of our recent work examining not only the anticipation and consummation of positive and negative stimuli, but also effort to gain positive and avoid negative stimuli in adolescents with depression. We find, using region of interest analyses, that the PFC is blunted in those with depression compared to controls across the different phases but in a larger sample the PFC is blunted in the anticipatory phase of the study only. Taken together, in adolescents with depression there is evidence for dysfunctional PFC activity across different studies and tasks. However, the data are limited with small sample sizes and inconsistent findings. Larger longitudinal studies with more detailed assessments of symptoms across the spectrum are needed to further evaluate the role of the PFC in adolescent depression.

Penalized Binary Regression for Gene Expression Profiling

2004 ◽  
Vol 43 (05) ◽  
pp. 439-444 ◽  
Author(s):  
Michae Schimek
Keyword(s):  
Microarray Analysis ◽  
Predictive Performance ◽  
Small Sample ◽  
Probit Regression ◽  
Binary Regression ◽  
Data Set ◽  
Small Sample Sizes ◽  
Bayesian Probit Regression

Summary Objectives: A typical bioinformatics task in microarray analysis is the classification of biological samples into two alternative categories. A procedure is needed which, based on the expression levels measured, allows us to compute the probability that a new sample belongs to a certain class. Methods: For the purpose of classification the statistical approach of binary regression is considered. High-dimensionality and at the same time small sample sizes make it a challenging task. Standard logit or probit regression fails because of condition problems and poor predictive performance. The concepts of frequentist and of Bayesian penalization for binary regression are introduced. A Bayesian interpretation of the penalized log-likelihood is given. Finally the role of cross-validation for regularization and feature selection is discussed. Results: Penalization makes classical binary regression a suitable tool for microarray analysis. We illustrate penalized logit and Bayesian probit regression on a well-known data set and compare the obtained results, also with respect to published results from decision trees. Conclusions: The frequentist and the Bayesian penalization concept work equally well on the example data, however some method-specific differences can be made out. Moreover the Bayesian approach yields a quantification (posterior probabilities) of the bias due to the constraining assumptions.

Adjuvant Treatments for Localized Advanced Gastric Cancer: Differences among Geographic Regions

2012 ◽  
pp. e31-e34
Author(s):  
Yoon-Koo Kang ◽  
Changhoon Yoo
Keyword(s):  
Gastric Cancer ◽  
Adjuvant Therapy ◽  
Standard Of Care ◽  
Current Standard ◽  
The West ◽  
The United Kingdom ◽  
Group B ◽  
Leukemia Group ◽  
Postoperative Chemoradiation

Overview: After much debate, adjuvant therapy has become the standard of care worldwide for resected localized gastric cancer. However, geographic differences exist in standard adjuvant treatments: postoperative chemoradiation in North America, perioperative chemotherapy in the United Kingdom, and postoperative chemotherapy in East Asia. Now that D2 gastrectomy has been recognized as the optimal surgery for localized gastric cancer in the West as well as in Asia, the standard adjuvant treatments used in the West may need to be reconsidered. One of the most important issues in adjuvant therapy for localized gastric cancer is how to improve the clinical outcomes of current standard treatments. Recent Cancer and Leukemia Group B (CALGB) and AMC studies suggest that simply intensifying chemotherapy by adding more agents or prolonging treatment duration is insufficient. However, new strategies like early initiation of chemotherapy and/or intraperitoneal chemotherapy may further improve the current standard adjuvant therapy. In the era of targeted therapy, the role of biologic agents for gastric cancer should also be explored in the adjuvant setting. With a deeper understanding of the molecular biology of gastric cancer, adjuvant therapy for patients with localized gastric cancer can be optimized and individualized.

Effects of concurrent training on physical health and performance

2018 ◽  
Vol 14 (1) ◽  
pp. 63-68 ◽  
Author(s):  
P. Jha ◽  
S. Khurana ◽  
K. Ali ◽  
I. Ahmad ◽  
S. Verma
Keyword(s):  
Physical Health ◽  
Intervention Studies ◽  
Primary Objective ◽  
Concurrent Training ◽  
Physical Parameters ◽  
Cross Sectional ◽  
And Performance ◽  
Insight Into

The primary objective of this narrative review was to evaluate the current literature and to provide further insight into the role of concurrent training on various components of physical health or performance. Literature was obtained by electronic searches of databases using specific keywords. Combined effect of training sessions proved to be as beneficial as drug interactions. Results from cross-sectional, longitudinal, and intervention studies are reviewed and discussed with main focus on physical parameters, such as body composition, physiological parameters, molecular adaptation, athlete’s perspective, order of execution, interference phenomena and recovery. In conclusion, concurrent resistance and endurance training is an effective method for enhancing overall fitness as well as improving quality of life.

scholarly journals Radiotherapy in the treatment of gastrointestinal stromal tumor

Rare Tumors ◽  
2011 ◽  
Vol 3 (4) ◽  
pp. 111-113 ◽  
Author(s):  
Christin A. Knowlton ◽  
Luther W. Brady ◽  
Rebecca C. Heintzelman
Keyword(s):  
Kinase Inhibitor ◽  
Standard Of Care ◽  
High Rate ◽  
Viable Option ◽  
Current Standard ◽  
Mesenchymal Tumors ◽  
Palliative Setting ◽  
Term Response

Gastrointestinal stromal tumors (GISTs) are uncommon mesenchymal tumors of the gastrointestinal tract. Up to one-third of GISTs are malignant with a high rate of metastasis. Surgical resection is the mainstay of care for patients with resectable disease. Imatinib mesylate, a selective tyrosine kinase inhibitor, is the current standard of care for GISTs that cannot be completely resected or in cases of metastatic GIST. Although often overlooked, radiation therapy is a viable option for select patients with GIST. We report the case of a patient with unresectable GIST who was treated with local radiotherapy and achieved long-term response. We also present a review of the literature regarding the use of radiotherapy in the treatment of GIST. GIST has been shown to be a radiosensitive tumor. Radiotherapy can offer long-term local control and should be considered in the adjuvant or palliative setting. The role of radiotherapy delivered concurrently with imatinib in the treatment of GIST may warrant further investigation.

scholarly journals MECHANISMS IN ENDOCRINOLOGY: Epigenetic modifications and gestational diabetes: a systematic review of published literature

2017 ◽  
Vol 176 (5) ◽  
pp. R247-R267 ◽  
Author(s):  
Gunn-Helen Moen ◽  
Christine Sommer ◽  
Rashmi B Prasad ◽  
Line Sletner ◽  
Leif Groop ◽  
...  
Keyword(s):  
Systematic Review ◽  
Gestational Diabetes ◽  
Current Knowledge ◽  
Epigenetic Modifications ◽  
Research Literature ◽  
Small Sample ◽  
Epigenetic Alterations ◽  
Search Terms ◽  
Small Sample Sizes

ObjectiveTo summarize the current knowledge on epigenetic alterations in mother and offspring subjected to gestational diabetes (GDM) and indicate future topics for research.DesignSystematic review.MethodsWe performed extensive searches in PubMed, EMBASE and Google scholar, using a combination of the search terms: GDM, gestational diabetes, epigenetic(s), methylation, histone modification, histone methylation, histone acetylation, microRNA and miRNA. Studies that compared women diagnosed with GDM and healthy controls were included. Two authors independently scanned the abstracts, and all included papers were read by at least two authors. The searches were completed on October 31st, 2016.ResultsWe identified 236 articles, of which 43 were considered relevant for this systematic review. Studies published showed that epigenetic alterations could be found in both mothers with GDM and their offspring. However, differences in methodology, diagnostic criteria for GDM and populations studied, together with a limited number of published studies and small sample sizes, preclude clear conclusions about the role of epigenetic modifications in transmitting risk from GDM mothers to their offspring.ConclusionThe current research literature suggests that GDM may have impact on epigenetic modifications in the mother and offspring. However, larger studies that include multiple cohorts of GDM patients and their offspring are needed.

Sign in / Sign up

Export Citation Format

Share Document