The high rate of early recurrence in hepatocellular carcinoma(HCC)post curative surgical intervention poses a substantial clinical hurdle,impacting patient outcomes and complicating postoperative management.The advent...The high rate of early recurrence in hepatocellular carcinoma(HCC)post curative surgical intervention poses a substantial clinical hurdle,impacting patient outcomes and complicating postoperative management.The advent of machine learning provides a unique opportunity to harness vast datasets,identifying subtle patterns and factors that elude conventional prognostic methods.Machine learning models,equipped with the ability to analyse intricate relationships within datasets,have shown promise in predicting outcomes in various medical disciplines.In the context of HCC,the application of machine learning to predict early recurrence holds potential for personalized postoperative care strategies.This editorial comments on the study carried out exploring the merits and efficacy of random survival forests(RSF)in identifying significant risk factors for recurrence,stratifying patients at low and high risk of HCC recurrence and comparing this to traditional COX proportional hazard models(CPH).In doing so,the study demonstrated that the RSF models are superior to traditional CPH models in predicting recurrence of HCC and represent a giant leap towards precision medicine.展开更多
Inflammatory bowel disease(IBD)is the consequence of a complex interplay between environmental factors,like dietary habits,that alter intestinal microbiota in response to luminal antigens in genetically susceptible in...Inflammatory bowel disease(IBD)is the consequence of a complex interplay between environmental factors,like dietary habits,that alter intestinal microbiota in response to luminal antigens in genetically susceptible individuals.Epigenetics represents an auspicious area for the discovery of how environmental factors influence the pathogenesis of inflammation,prognosis,and response to therapy.Consequently,it relates to gene expression control in response to environmental influences.The increasing number of patients with IBD globally is indicative of the negative effects of a food supply rich in trans and saturated fats,refined su-gars,starches and additives,as well as other environmental factors like seden-tarism and excess bodyweight,influencing the promotion of gene expression and increasing DNA hypomethylation in IBD.As many genetic variants are now associated with Crohn's disease(CD),new therapeutic strategies targeting modi-fiable environmental triggers,such as the implementation of an anti-inflammatory diet that involves the removal of potential food antigens,are of growing interest in the current literature.Diet,as a strong epigenetic factor in the pathogenesis of inflammatory disorders like IBD,provides novel insights into the pathophysio-logy of intestinal and extraintestinal inflammatory disorders.展开更多
AIM: To assess the distribution of human leukocyte antigen (HLA)-DQ2 and -DQ8 in Iranian celiac disease (CD) patients and compare them to healthy Iranian controls.
Microscopic enteritis(ME) is an inflammatory condition of the small bowel that leads to gastrointestinal symptoms,nutrient and micronutrient deficiency.It is characterised by microscopic or sub-microscopic abnormaliti...Microscopic enteritis(ME) is an inflammatory condition of the small bowel that leads to gastrointestinal symptoms,nutrient and micronutrient deficiency.It is characterised by microscopic or sub-microscopic abnormalities such as microvillus changes and enterocytic alterations in the absence of definite macroscopic changes using standard modern endoscopy.This work recognises a need to characterize disorders with microscopic and submicroscopic features,currently regarded as functional or non-specific entities,to obtain further understanding of their clinical relevance.The consensus working party reviewed statements about the aetiology,diagnosis and symptoms associated with ME and proposes an algorithm for its investigation and treatment.Following the 5th International Course in Digestive Pathology in Bucharest in November 2012,an international group of 21 interested pathologists and gastroenterologists formed a working party with a view to formulating a consensus statement on ME.A five-step agreement scale(from strong agreement to strong disagreement) was used to score 21 statements,independently.There was strong agreement on all statements about ME histology(95%-100%).Statements concerning diagnosis achieved 85% to 100% agreement.A statement on the management of ME elicited agreement from the lowest rate(60%) up to 100%.The remaining two categories showed general agreement between experts on clinical presentation(75%-95%) and pathogenesis(80%-90%) of ME.There was strong agreement on the histological definition of ME.Weaker agreement on management indicates a need for further investigations,better definitions and clinical trials to produce quality guidelines for management.This ME consensus is a step toward greater recognition of a significant entity affecting symptomatic patients previously labelled as non-specific or functional enteropathy.展开更多
文摘The high rate of early recurrence in hepatocellular carcinoma(HCC)post curative surgical intervention poses a substantial clinical hurdle,impacting patient outcomes and complicating postoperative management.The advent of machine learning provides a unique opportunity to harness vast datasets,identifying subtle patterns and factors that elude conventional prognostic methods.Machine learning models,equipped with the ability to analyse intricate relationships within datasets,have shown promise in predicting outcomes in various medical disciplines.In the context of HCC,the application of machine learning to predict early recurrence holds potential for personalized postoperative care strategies.This editorial comments on the study carried out exploring the merits and efficacy of random survival forests(RSF)in identifying significant risk factors for recurrence,stratifying patients at low and high risk of HCC recurrence and comparing this to traditional COX proportional hazard models(CPH).In doing so,the study demonstrated that the RSF models are superior to traditional CPH models in predicting recurrence of HCC and represent a giant leap towards precision medicine.
文摘Inflammatory bowel disease(IBD)is the consequence of a complex interplay between environmental factors,like dietary habits,that alter intestinal microbiota in response to luminal antigens in genetically susceptible individuals.Epigenetics represents an auspicious area for the discovery of how environmental factors influence the pathogenesis of inflammation,prognosis,and response to therapy.Consequently,it relates to gene expression control in response to environmental influences.The increasing number of patients with IBD globally is indicative of the negative effects of a food supply rich in trans and saturated fats,refined su-gars,starches and additives,as well as other environmental factors like seden-tarism and excess bodyweight,influencing the promotion of gene expression and increasing DNA hypomethylation in IBD.As many genetic variants are now associated with Crohn's disease(CD),new therapeutic strategies targeting modi-fiable environmental triggers,such as the implementation of an anti-inflammatory diet that involves the removal of potential food antigens,are of growing interest in the current literature.Diet,as a strong epigenetic factor in the pathogenesis of inflammatory disorders like IBD,provides novel insights into the pathophysio-logy of intestinal and extraintestinal inflammatory disorders.
文摘AIM: To assess the distribution of human leukocyte antigen (HLA)-DQ2 and -DQ8 in Iranian celiac disease (CD) patients and compare them to healthy Iranian controls.
文摘Microscopic enteritis(ME) is an inflammatory condition of the small bowel that leads to gastrointestinal symptoms,nutrient and micronutrient deficiency.It is characterised by microscopic or sub-microscopic abnormalities such as microvillus changes and enterocytic alterations in the absence of definite macroscopic changes using standard modern endoscopy.This work recognises a need to characterize disorders with microscopic and submicroscopic features,currently regarded as functional or non-specific entities,to obtain further understanding of their clinical relevance.The consensus working party reviewed statements about the aetiology,diagnosis and symptoms associated with ME and proposes an algorithm for its investigation and treatment.Following the 5th International Course in Digestive Pathology in Bucharest in November 2012,an international group of 21 interested pathologists and gastroenterologists formed a working party with a view to formulating a consensus statement on ME.A five-step agreement scale(from strong agreement to strong disagreement) was used to score 21 statements,independently.There was strong agreement on all statements about ME histology(95%-100%).Statements concerning diagnosis achieved 85% to 100% agreement.A statement on the management of ME elicited agreement from the lowest rate(60%) up to 100%.The remaining two categories showed general agreement between experts on clinical presentation(75%-95%) and pathogenesis(80%-90%) of ME.There was strong agreement on the histological definition of ME.Weaker agreement on management indicates a need for further investigations,better definitions and clinical trials to produce quality guidelines for management.This ME consensus is a step toward greater recognition of a significant entity affecting symptomatic patients previously labelled as non-specific or functional enteropathy.
