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世界儿科杂志(英文版)
世界儿科杂志(英文版)

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世界儿科杂志(英文版)/Journal World Journal of PediatricsCSCDCSTPCD北大核心SCI
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    Radiomics and artificial intelligence applications in pediatric brain tumors

    Francesco PacchianoMario TortoraChiara DonedaGiana Izzo...
    747-763页
    查看更多>>摘要:Background The study of central nervous system(CNS)tumors is particularly relevant in the pediatric population because of their relatively high frequency in this demographic and the significant impact on disease-and treatment-related mor-bidity and mortality.While both morphological and non-morphological magnetic resonance imaging techniques can give important information concerning tumor characterization,grading,and patient prognosis,increasing evidence in recent years has highlighted the need for personalized treatment and the development of quantitative imaging parameters that can predict the nature of the lesion and its possible evolution.For this purpose,radiomics and the use of artificial intelligence software,aimed at obtaining valuable data from images beyond mere visual observation,are gaining increasing importance.This brief review illustrates the current state of the art of this new imaging approach and its contributions to understanding CNS tumors in children.Data sources We searched the PubMed,Scopus,and Web of Science databases using the following key search terms:("radiomics"AND/OR"artificial intelligence")AND("pediatric AND brain tumors").Basic and clinical research literature related to the above key research terms,i.e.,studies assessing the key factors,challenges,or problems of using radiomics and artificial intelligence in pediatric brain tumors management,was collected.Results A total of 63 articles were included.The included ones were published between 2008 and 2024.Central nervous tumors are crucial in pediatrics due to their high frequency and impact on disease and treatment.MRI serves as the corner-stone of neuroimaging,providing cellular,vascular,and functional information in addition to morphological features for brain malignancies.Radiomics can provide a quantitative approach to medical imaging analysis,aimed at increasing the information obtainable from the pixels/voxel grey-level values and their interrelationships.The"radiomic workflow"involves a series of iterative steps for reproducible and consistent extraction of imaging data.These steps include image acquisition for tumor segmentation,feature extraction,and feature selection.Finally,the selected features,via training predictive model(CNN),are used to test the final model.Conclusions In the field of personalized medicine,the application of radiomics and artificial intelligence(AI)algorithms brings up new and significant possibilities.Neuroimaging yields enormous amounts of data that are significantly more than what can be gained from visual studies that radiologists can undertake on their own.Thus,new partnerships with other specialized experts,such as big data analysts and AI specialists,are desperately needed.We believe that radiomics and AI algorithms have the potential to move beyond their restricted use in research to clinical applications in the diagnosis,treat-ment,and follow-up of pediatric patients with brain tumors,despite the limitations set out.

    Differentiating rhythmic high-amplitude delta with superimposed(poly)spikes from extreme delta brushes:limitations of standardized nomenclature and implications for patient management

    Rene Andrade-MachadoElham AbushanabNamrata D.PatelAvantika Singh...
    764-773页
    查看更多>>摘要:Background Following the standardized nomenclature proposed by the American Clinical Neurophysiology Society(ACNS),rhythmic high-amplitude delta activity with superimposed spikes(RHADS)can be reported as an extreme delta brush(EDB).The clinical implications of similar electrographic patterns being reported as RHADS versus EDB are important to highlight.We aim to review the electrographic characteristics of RHADS,evaluate whether RHADS is seen in other neurological disorders,and identify the similar and unique characteristics between RHADS and EDB to ultimately determine the most accurate way to differentiate and report these patterns.We believe that the differentiation of RHADS and EDB is important as there is a vast difference in the diagnostic approach and the medical management of associated underlying etiologies.Data source We conducted an extensive search on MEDLINE and Pubmed utilizing various combinations of keywords.Searching for"gamma polymerase and EEG",or"RHADS"or"Alpers syndrome and EEG"or"EEG"AND"Alpers-Hut-tenlocher syndrome".Results Three articles were found to be focused on the description of"RHADS"pattern in Alpers Syndrome.No publica-tion to date were found when searching for the terms"EDB"AND"children",AND"infant"AND"adolescent"excluding"encephalitis"and"neonate".Although RHADS and EDB appear as similar EEG patterns,meticulous analysis can differ-entiate them.RHADS is not exclusive to patients with Alpers-Huttenlocher syndrome and may manifest in regions beyond the posterior head region.Reactivity to eye-opening and response to anesthesia can be two other elements that help in the differentiation of these patterns.Conclusion RHADS is not exclusive to patients with AHS and may manifest in regions beyond the posterior head region.Reactivity to eye-opening and response to anesthesia are features that help in the differentiation of these patterns.

    Intervention at an early threshold for post-hemorrhagic ventricular dilatation in preterm infants:a systematic review and meta-analysis

    Patrick BlundellLloyd AboodMallinath ChakrabortySujoy Banerjee...
    774-786页
    查看更多>>摘要:Background Very few adequately powered studies exploring early thresholds for intervention in the management of post-hemorrhagic ventricular dilatation(PHVD)in preterm infants have identified consistent neurodevelopmental advantages at 12-30 months.We aimed to conduct a meta-analysis on the efficacy and safety of early versus conservative thresholds for intervention,primarily aimed at normalizing cerebrospinal fluid(CSF)pressure,in the management of PHVD in preterm infants.Methods Multiple databases were searched for eligible papers,and prospective randomized trials involving preterm infants were selected.The results are expressed as relative risks(RRs)with 95%confidence intervals(Cis).The main outcome was survival without moderate-to-severe neurodevelopmental impairment at 12-30 months.Results Ten articles representing seven randomized trials comparing early versus conservative thresholds for interventions were included.Five trials(n=545 infants)reported no difference in the main outcome between early and conservative groups[RR 0.99(0.71,1.37)].Sensitivity analysis excluding data from a medication trial did not alter the main outcome[RR 1.15(0.95,1.39)].Infants in the early threshold group received significantly more interventions[RR 1.48(1.05,2.09)].Deaths before discharge/during the initial study period[RR 1.04(0.70,1.54)]or a composite of death or shunt insertion[RR 1.04(0.86,1.27)]were comparable between the two groups.Conclusions Early intervention for PHVD,before a clinical or ultrasound threshold is met,leads to additional clinical pro-cedures but does not improve survival without moderate-severe neurodevelopmental impairment at 12-30 months.Caution should be exercised in interpreting these results due to significant variation between the studies.

    Children with obesity have poorer circadian health as assessed by a global circadian health score

    María Rodríguez-MartínNuria Martínez-LozanoVicente Santaclara-ManeiroAntonio Gris-Peñas...
    787-800页
    查看更多>>摘要:Background Circadian health refers to individuals'well-being and balance in terms of their circadian rhythm.It is influenced by external cues.In adults,a close relationship between circadian-related alterations and obesity has been described.How-ever,studies in children are scarce,and circadian health and its association with obesity have not been evaluated globally.We aimed to assess whether circadian health differed between children with and without obesity as determined by a global circadian score(GCS)in a school-age population.Methods Four hundred and thirty-two children(7-12 years)were recruited in Spain.Non-invasive tools were used to calcu-late the GCS:(1)7-day rhythm of wrist temperature(T),activity(A),position(P),an integrative variable that combines T,A,and P(TAP);(2)cortisol;and(3)7-day food and sleep records.Body mass index,body fat percentage,waist circumference(WC),melatonin concentration,and cardiometabolic marker levels were determined.Results Circadian health,as assessed by the GCS,differed among children with obesity,overweight,and normal weight,with poorer circadian health among children with obesity.Children with obesity and abdominal obesity had 3.54 and 2.39 greater odds of having poor circadian health,respectively,than did those with normal weight or low WC.The percentage of rhythmicity,a marker of the robustness of the TAP rhythm,and the amplitude,both components of the GCS,decreased with increasing obesity.Different lifestyle behaviors were involved in the association between circadian health and obesity,particularly protein intake(P=0.024),physical activity level(P=0.076)and chronotype(P=0.029).Conclusions The GCS can capture the relationship between circadian health and obesity in school-age children.Protein intake,physical activity level,and chronotype were involved in this association.Early intervention based on improving circadian health may help to prevent childhood obesity.

    Clinical heterogeneity and five phenotypes identified in pediatric Beh?et's syndrome:a cohort study from Shanghai Beh?et's syndrome database

    Dan HuChun-Hui SheHua-Fang BaoJun Zou...
    801-808页
    查看更多>>摘要:Objectives Behçet's syndrome(BS)is a rare disease of unknown etiology,with limited reports especially in pediatric BS.The clinical characteristics and phenotypes of pediatric BS as a highly heterogeneous variable vessel vasculitis were inves-tigated in this study.Methods A cross-sectional study was conducted to compare clinical variables and descriptive characteristics of BS by age of onset and gender.Cluster analysis was then performed to identify the phenotypes of pediatric BS.Results A total of 2082 BS patients were included in this study,1834 adults and 248 children.Compared with adult-onset BS,pediatric BS had a higher incidence of folliculitis[relative risks(RR)and 95%confidence interval(CI)1.3(1.0-1.5)],uveitis of the left eye[RR and 95%CI 2.3(1.0-5.0)],intestinal ulcer complications[RR and 95%CI 2.1(1.1-4.2)],pericarditis[RR and 95%CI 2.5(1.0-6.2)],and psychiatric disorders[RR and 95%CI 2.8(1.0-7.9)],while the incidence of thrombocytopenia was lower[RR 0.2(0.1-1.0)].Among pediatric BS,females had more genital ulcers,while males were more likely to have skin lesions,panuveitis,vascular involvement,venous lesions,cardiac involvement,and aortic aneurysms.Cluster analysis classified pediatric BS into five clusters(C1-C5):Cl(n=61,24.6%)showed gastrointestinal(GI)involvement;C2(n=44,17.7%)was the central nervous system(CNS)type where 23 cases overlapped joint involvement;in C3(n=35,14.1%),all patients presented with arthritis or arthralgia;all patients in C4(n=29,11.7%)manifested ocular involvement,with a few patients overlapping with GI involvement or joint damage;C5(n=79,31.9%)was the mucocutaneous type,presenting both oral ulcers,genital ulcers,and skin lesions.Conclusions The clinical features of pediatric and adult BS differ significantly.Male and female pediatric BS also have a distinct demography.Five phenotypes including GI,CNS,joint,ocular,and mucocutaneous types were identified for pedi-atric BS.

    Long-term clinical outcomes and health-related quality of life in patients with isolated methylmalonic acidemia after liver transplantation:experience from the largest cohort study in China

    Yi-Zhou JiangGuang-Peng ZhouLin WeiWei Qu...
    809-821页
    查看更多>>摘要:Background Liver transplantation(LT)has been proposed as a viable treatment option for selected methylmalonic acidemia(MMA)patients.However,there are still controversies regarding the therapeutic value of LT for MMA.The systematic assessment of health-related quality of life(HRQoL)-targeted MMA children before and after LT is also undetermined.This study aimed to comprehensively assess the long-term impact of LT on MMA,including multiorgan sequelae and HRQoL in children and families.Methods We retrospectively evaluated 15 isolated MMA patients undergoing LT at our institution between June 2013 and March 2022.Pre-and post-transplant data were compared,including metabolic profiles,neurologic consequences,growth parameters,and HRQoL.To further assess the characteristics of the HRQoL outcomes in MMA,we compared the results with those of children with biliary atresia(BA).Results All patients had early onset MMA,and underwent LT at a mean age of 4.3 years.During 1.3-8.2 years of follow-up,the patient and graft survival rates were 100%.Metabolic stability was achieved in all patients with liberalized dietary protein intake.There was a significant overall improvement in height Z scores(P=0.0047),and some preexisting neuro-logical complications remained stable or even improved after LT.On the Pediatric Quality of Life Inventory(PedsQLTM)generic core scales,the mean total,physical health,and psychosocial health scores improved significantly posttransplant(P<0.05).In the family impact module,higher mean scores were noted for all subscales post-LT,especially family function and daily activities(P<0.01).However,the total scores on the generic core scales and transplant module were significantly lower(Cohen's d=0.57-1.17)when compared with BA recipients.In particular,social and school functioning(Cohen's d=0.86-1.76),treatment anxiety,and communication(Cohen's d=0.99-1.81)were far behind,with a large effect size.Conclusions This large single-center study of the mainland of China showed an overall favorable impact of LT on isolated MMA in terms of long-term survival,metabolic control,and HRQoL in children and families.The potential for persistent neurocognitive impairment and inherent metabolic fragility requires long-term special care.

    Accurate prediction of biliary atresia with an integrated model using MMP-7 levels and bile acids

    Yi-Jiang HanShu-Qi HuJin-Hang ZhuXiao Cai...
    822-833页
    查看更多>>摘要:Background Biliary atresia(BA)is a rare fatal liver disease in children,and the aim of this study was to develop a method to diagnose BA early.Methods We determined serum levels of matrix metalloproteinase-7(MMP-7),the results of 13 liver tests,and the levels of 20 bile acids,and integrated computational models were constructed to diagnose BA.Results Our findings demonstrated that MMP-7 expression levels,as well as the results of four liver tests and levels of ten bile acids,were significantly different between 86 BA and 59 non-BA patients(P<0.05).The computational prediction model revealed that MMP-7 levels alone had a higher predictive accuracy[area under the receiver operating characteristic curve(AUC)=0.966,95%confidence interval(CI):0.942,0.989]than liver test results and bile acid levels.The AUC was 0.890(95%CI 0.837,0.943)for liver test results and 0.825(95%CI 0.758,0.892)for bile acid levels.Furthermore,bile levels had a higher contribution to enhancing the predictive accuracy of MMP-7 levels(AUC=0.976,95%CI 0.953,1.000)than liver test results.The AUC was 0.983(95%CI 0.962,1.000)for MMP-7 levels combined with liver test results and bile acid levels.In addition,we found that MMP-7 levels were highly correlated with gamma-glutamyl transferase levels and the liver fibrosis score.Conclusion The innovative integrated models based on a large number of indicators provide a noninvasive and cost-effective approach for accurately diagnosing BA in children.

    Adrenocorticotropic hormone combined with magnesium sulfate therapy for infantile epileptic spasms syndrome:a real-world study

    Wen HeQiu-Hong WangJiu-Wei LiYang-Yang Wang...
    834-847页
    查看更多>>摘要:Background Infantile epileptic spasms syndrome(IESS)is a serious disease in infants,and it usually evolves to other epilepsy types or syndromes,especially refractory or super-refractory focal epilepsies.Although adrenocorticotropic hormone(ACTH)is one of the first-line and effective treatment plans for IESS,it has serious side effects and is not sufficiently effective.Methods A retrospective study of the clinical outcomes of ACTH combined with magnesium sulfate(MgSO4)therapy for IESS in two hospital centers was conducted.The major outcome of the single and combined treatment was evaluated by changes in seizure frequency and improvements in hypsarrhythmia electroencephalography(EEG).To reduce the confound-ing bias between the two groups,we used SPSS for the propensity score matching(PSM)analysis.Results We initially recruited 1205 IESS patients from two Chinese hospitals and treated them with ACTH combined with MgSO4 and ACTH alone.Only 1005 patients were enrolled in the treatment(ACTH combined with MgSO4:744,ACTH:261),and both treatment plans had a more than 55%response rate.However,compared to patients treated with ACTH alone,those patients treated with ACTH combined with MgSO4 had better performance in terms of the seizure frequency and hypsarrhythmia EEG.After PSM,the two groups also showed significant differences in responder rate[70.8%(95%confidence interval,CI)=66.7%-74.8%)vs.53.8%(95%CI=47.4%-60.2%),P<0.001],seizure frequency(P<0.001)and hypsarrhythmia EEG resolution(P<0.001).Notably,multivariate analysis revealed that the lead time to treatment and the number of antiseizure medications taken before treatment were two factors that may affect the clinical outcome.Patients with less than 3 months of lead time responded to the treatment much better than those with>3 months(P<0.05).In addi-tion,the overall incidence of adverse reactions in the ACTH combined with MgSO4 group was much lower than that in the ACTH group(31.4%vs.63.1%,P<0.001).During the treatment,only infection(P=0.045)and hypertension(P=0.025)were significantly different between the two groups,and no baby died.Conclusion Our findings support that ACTH combined with MgSO4 is a more effective short-term treatment protocol for patients with IESS than ACTH alone,especially for those patients with short lead times to treatment.

    Variable phenotypes and outcomes associated with the MMACHC c.482G>A mutation:follow-up in a large CbIC disease cohort

    Sheng-Nan WuHui-Shu EYue YuShi-Ying Ling...
    848-858页
    查看更多>>摘要:Background The aim of this study was to characterize the variable phenotypes and outcomes associated with the meth-ylmalonic aciduria and homocystinuria type C protein gene(MMACHC)c.482G>A mutation in 195 Chinese cases with CbIC disease.Methods We carried out a national,retrospective multicenter study of 195 Chinese patients with CbIC disease attributable to the MMACHC c.482G>A variant either in a homozygous or compound heterozygous state.The control group consisted of 200 patients diagnosed with CbIC disease who did not possess the c.482G>A mutation.Clinical features,including disease onset,symptoms,biochemical metabolites,gene mutation,and follow-up outcomes were reviewed and analyzed in detail.The median follow-up period spanned 3 years and 8 months,with a range of 1 year and 2 months to 12 years and 10 months.Results Among 195 patients carrying the c.482G>A variant,125(64.1%)cases were diagnosed by newborn screening(NBS),60(30.8%)cases were detected due to disease onset,and 10(5.1%)cases were identified from sibling diagnoses.One hundred and seventeen(93.6%)individuals who were diagnosed by NBS,and nine patients who came from sibling diagnoses remained asymptomatic in this study.From 69 symptomatic patients of the c.482G>A group,more patients presented with later onset,and the top six common clinical symptoms at disease onset were developmental delay(59.4%),lower limb weakness and poor exercise tolerance(50.7%),cognitive decline(37.7%),gait instability and abnormal posture(36.2%),seizures(26.1%),and psychiatric and behavioral disturbances(24.6%).In the 159 symptomatic patients lacking c.482G>A variants,the most frequently observed clinical manifestations at disease onset included developmental delay(81.8%),lethargy and feeding difficulty(62.9%),lower limb weakness and poor exercise tolerance(54.7%),prolonged neo-natal jaundice(51.6%),vomiting(47.2%),and seizures(32.7%).Before treatment,the levels of blood propionylcarnitine,propionylcarnitine/acetylcarnitine ratio,and homocysteine in the c.482G>A group were significantly lower(P<0.05)than those in the non-c.482G>A group,while the concentration of urinary methylmalonic acid was slightly lower(P>0.05).The degree of decline in the above metabolites after treatment in different groups significantly differed in both plasma total homocysteine values and urinary methylmalonic acid levels(P<0.05).In patients carrying the c.482G>A variant compared with the non-c.428G>A group,there were markedly lower rates of mortality(0.5%vs.2.0%)and developmental delay(20.5%vs.65.5%).When compared with individuals diagnosed due to disease onset,those identified through NBS in either group exhibited a reduced proportion of disease onset(6.7%vs.100%in the c.482G>A group,54.4%vs.100%in the non-c.482G>A group),lower mortality(0.0%vs.1.7%in the c.482G>A group,0.0%vs.3.6%in the non-c.482G>A group),and had a higher percentage of patients exhibiting normal psychomotor and language development(99.3%vs.33.3%in the c.482G>A group,58.9%vs.10.9%in the non-c.482G>A group).Conclusions The c.482G>A variant in MMACHC is associated with late-onset and milder phenotypes of CbIC disease.Patients with this mutation tend to have a relatively better response to hydroxocobalamin,better metabolic control,and more favorable neurological outcomes.NBS and other appropriate pre-symptomatic treatments seem to be helpful in early diagnosis,resulting in favorable clinical outcomes.

    ARHGAP4 variants are associated with X-linked early-onset temporal lobe epilepsy

    Yuan-Yuan HuWang SongZhi-Gang LiuXing-Guang Ye...
    859-867页