Radiomics signature as a new biomarker for preoperative prediction of neoadjuvant chemoradiotherapy response in locally advanced rectal cancer

PURPOSEWhether radiomics methods are useful in prediction of therapeutic response to neoadjuvant chemoradiotherapy (nCRT) is unclear. This study aimed to investigate multiple magnetic resonance imaging (MRI) sequence-based radiomics methods in evaluating therapeutic response to nCRT in patients with locally advanced rectal cancer (LARC).METHODSThis retrospective study enrolled patients with LARC (06/2014–08/2017) and divided them into nCRT-sensitive and nCRT-resistant groups according to postoperative tumor regression grading results. Radiomics features from preoperative MRI were extracted, followed by dimension reduction using the minimum redundancy maximum relevance filter. Three machine-learning classifiers and an ensemble classifier were used for therapeutic response prediction. Radiomics nomogram incorporating clinical parameters were constructed using logistic regression. The receiver operating characteristic (ROC), decision curves analysis (DCA) and calibration curves were also plotted to evaluate the prediction performance.RESULTSThe machine learning classifiers showed good prediction performance for therapeutic responses in LARC patients (n=189). The ROC curve showed satisfying performance (area under the curve [AUC], 0.830; specificity, 0.794; sensitivity, 0.815) in the validation group. The radiomics signature included 30 imaging features derived from axial T1-weighted imaging with contrast and sagittal T2-weighted imaging and exhibited good predictive power for nCRT. A radiomics nomogram integrating carcinoembryonic antigen levels and tumor diameter showed excellent performance with an AUC of 0.949 (95% confidence interval, 0.892–0.997; specificity, 0.909; sensitivity, 0.879) in the validation group. DCA confirmed the clinical usefulness of the nomogram model.CONCLUSIONThe radiomics method using multiple MRI sequences can be used to achieve individualized prediction of nCRT in patients with LARC before treatment.

Colorectal cancer is one of the most common malignancies. It ranks fourth for morbidity and third for mortality among malignant tumors, among which the proportion of rectal cancer with poor prognosis is over 60% (1, 2). Neoadjuvant therapy, combined with total mesorectal excision, has become a common strategy for rectal cancer (3). Response to neoadjuvant chemoradiotherapy (nCRT) is a marker of good prognosis in patients with locally advanced rectal cancer (LARC) (4). Tumor regression grading (TRG) is a reliable biomarker for evaluating the efficacy of nCRT (5, 6). TRG reflects the treatment effect of nCRT by evaluating fibrosis and the ratio of residual tumor cells (4). The accurate nCRT evaluation can only be achieved by postoperative histopathological TRG (3, 4), and there is still no technology that can noninvasively evaluate the therapeutic response.Magnetic resonance imaging (MRI) is commonly used in the diagnosis, preoperative staging, and therapeutic efficacy evaluation of rectal cancer. Prediction of the efficacy of nCRT by MRI has been rarely reported, partly due to the heterogeneity of the tumor combined with the prevalence of fibrosis and edema of lesions and surrounding tissue after nCRT. Over the recent years, a magnetic resonance TRG system was proposed for the evaluation of nCRT efficacy by using MRI and evaluating residual tumor and fibrosis. Nevertheless, the magnetic resonance TRG method has a low predictive value for pathological TRG and poor consistency, which hinders its clinical applications (7, 8).In recent years, radiomics has drawn increasing attention in oncology. Radiomics features selected from medical images have shown to be highly associated with the diagnosis and prognosis of cancers, and even with gene expression patterns (9). Studies highlighted the value of radiomics approaches in determining tumor status, preoperative staging, and efficacy evaluation (9, 10). Nevertheless, the application of the radiomics methods in evaluating therapeutic responses to nCRT is limited (11).Accordingly, the aim of the present study was to establish an nCRT prediction model based on multiple MRI sequences combined with tumor anatomy and biological characteristics so as to achieve a comprehensive preliminary prediction of nCRT efficacy for rectal cancer before treatment, to provide an essential basis for the rational formulation of clinical diagnosis and treatment decisions, and to avoid unnecessary exposure to radiotherapy and chemotherapy and the related risks such as toxicity and delayed definitive surgery.     

Optimize the management of urological tube-related emergencies during the coronavirus disease 2019 (COVID-19) pandemic

BackgroundTo introduce and determine the value of optimized strategies for the management of urological tube-related emergencies with increased incidence, complexity and operational risk during the global spread of coronavirus disease 2019 (COVID-19).MethodsAll emergent urological patients at Tongji Hospital, Wuhan, during the period of January 23 (the beginning of lockdown in Wuhan) to March 23, 2020, and the corresponding period in 2019 were recruited to form this study’s COVID-19 group and control group, respectively. Tongji Hospital has the most concentrated and strongest Chinese medical teams to treat the largest number of severe COVID-19 patients. Patients in the control group were routinely treated, while patients in the COVID-19 group were managed following the optimized principles and strategies. The case incidence for each type of tube-related emergency was recorded. Baseline characteristics and management outcomes (surgery time, secondary complex operation rate, readmission rate, COVID-19 infection rate) were analyzed and compared across the control and COVID-19 periods.ResultsThe total emergent urological patients during the COVID-19 period was 42, whereas during the control period, it was 124. The incidence of tube-related emergencies increased from 53% to 88% (P<0.001) during the COVID-19 period. In particular, the incidence of nephrostomy tube-related (31% vs. 15%, P=0.027) and single-J stent-related problems (19% vs. 6%, P=0.009) increased significantly. The mean surgery times across the two periods were comparable. The number of secondary complex operations increased from 12 (18%) to 14 (38%) (P=0.028) during the COVID 19-period. The number of 2-week postoperative readmission decreased from 10 (15%) to 1 (3%) (P=0.049). No participants contracted during the COVID-19 period.ConclusionsUrological tube-related emergencies have been found to have a higher incidence and require more complicated and dangerous operations during the COVID-19 pandemic. However, the optimized management strategies introduced in this study are efficient, and safe for both urologists and patients.     

The impact of dusk phenomenon on total glucose exposure in Chinese people with type 2 diabetes

This study was aimed at assessing the impact of the dusk phenomenon on the total glucose exposure in Chinese people with type 2 diabetes.A total of 380 type 2 diabetes who received a retrospective continuous glucose monitoring system (CGMs) for 72 hours were enrolled in our study, 32 of them failed in CGMs. The patients were first divided into 2 groups: dusk phenomenon (n = 95) and non dusk phenomenon group (n = 253). The magnitude of the dusk phenomenon (δDusk) was quantified by pre-dinner glucose minus post-lunch 2 hours glucose. A persistent δDusk ≥ 0 or a once only δDusk < 0 can be diagnosed with the dusk phenomenon. The participants were secondarily matched for the post-lunch 2 hours glucose to assess the impact of the dusk phenomenon on the overall glucose exposure. The impact of the dusk phenomenon was assessed on high-performance liquid chromatography assay (HbA1c) and 24-hour mean glucose.There were 95 of 348 (27.3%) participants with the dusk phenomenon in the overall population, and the median of δDusk level was –0.8 (–1.8, 0.2) mmol/L. The median of glucose differences between the 2 paired groups were 0.4 (–0.4, 1.0)% for HbA_1c, 0.9 (0.2, 1.4) mmol/L for 24 hours mean glucose. The correlation analysis showed no relationship between the magnitude of dawn phenomenon and the dusk phenomenon (r = 0.052, P = .472).The incidence of dusk phenomenon is about 27.3% in people with type 2 diabetes. The impacts of dusk phenomenon on HbA1c and 24-hour mean glucose were about 0.4% and 0.9 mmol/L and the dusk phenomenon was not related with the dawn phenomenon.     

针刺对脑卒中后抑郁动物模型行为学影响的Meta分析

目的:采用系统评价的方法分析针刺对脑卒后抑郁动物模型行为学的影响。方法:检索建库至2020年4月的中国期刊全文数据库(CNKI)、维普期刊数据库(VIP)、万方数据资源系统(WF)、中国生物医学文献数据库(CBM)、Cochrane Library、PubMed等数据库中的针刺对脑卒后抑郁动物模型行为学的影响的相关试验。并且提取文献资料并进行质量评价,并采用Cochrane提供的统计软件Review Manage 5.3对所收集的数据进行统计分析。结果:纳入7篇文献,样本194例,Meta分析结果显示:针刺组大鼠糖水消耗量较模型组更高(WMD=11.49,95%CI[6.16,16.81],Z=4.23,P<0.01),针刺组大鼠较模型组大鼠水平运动次数更多(WMD=19.93,95%CI[11.26,28.60],Z=4.50,P<0.01),差异均具有统计学意义。而两组敞箱实验垂直运动比较(MD=6.79,95%CI[0.75,12.83],Z=2.20,P=0.03),差异无统计学意义。结论:针刺能够改善脑卒中后抑郁动物模型相关行为学指标,但是纳入研究的文献质量及样本数量仍有限,仍需更进一步的研究。     

从肝论治肠腑病的理论探讨＊

中医肠腑病多为肠道传化失常而出现的一系列肠腑病证。随着社会发展，人们情感心理障碍问题日益凸显，使得情志因素成为现代肠腑病发生与复发的重要影响因素，情志失常则会引起肝气或郁结或亢逆，致肝木横克脾土水湿不运而发肠腑病。因此，本文结合现代肠腑病的发病特点，通过论述肝与大肠之间的生理病理联系，分析从肝论治肠腑病的理论与临床依据，从调情志、舒肝气的角度论治肠腑病，为扩展临床治疗肠腑病的处方用药与针灸选穴思路提供借鉴与参考。     

Tumor-associated Macrophage-derived Interleukin-23 Interlinks Kidney Cancer Glutamine Addiction with Immune Evasion

Background

Glutamine addiction is a hallmark of clear cell renal cell carcinoma (ccRCC); yet whether glutamine metabolism impacts local immune surveillance is unclear. This knowledge may yield novel immunotherapeutic opportunities.