Early diagnosis and treatment of colorectal polyps are crucial for preventing colorectal cancer. This paper proposes a lightweight convolutional neural network for the automatic detection and auxiliary diagnosis of colorectal polyps. Initially, a 53-layer convolutional backbone network is used, incorporating a spatial pyramid pooling module to achieve feature extraction with different receptive field sizes. Subsequently, a feature pyramid network is employed to perform cross-scale fusion of feature maps from the backbone network. A spatial attention module is utilized to enhance the perception of polyp image boundaries and details. Further, a positional pattern attention module is used to automatically mine and integrate key features across different levels of feature maps, achieving rapid, efficient, and accurate automatic detection of colorectal polyps. The proposed model is evaluated on a clinical dataset, achieving an accuracy of 0.9982, recall of 0.9988, F1 score of 0.9984, and mean average precision (mAP) of 0.9953 at an intersection over union (IOU) threshold of 0.5, with a frame rate of 74 frames per second and a parameter count of 9.08 M. Compared to existing mainstream methods, the proposed method is lightweight, has low operating configuration requirements, high detection speed, and high accuracy, making it a feasible technical method and important tool for the early detection and diagnosis of colorectal cancer.
【摘要】 目的 探讨肺动脉高压患者药物靶向治疗的效果与耐受性。 方法 回顾分析2008年1月〖CD3/5〗2009年8月期间8例肺动脉高压患者分别接受波生坦及西地那非治疗的临床资料,评估其临床表现、WHO肺动脉高压功能分级、6 min步行距离及肺动脉收缩压在基线及治疗3个月后的变化。 结果 治疗后3个月,患者均能耐受药物治疗,无严重不良反应发生。WHO肺动脉高压功能分级在治疗前平均(31±04),治疗后为(23±09),明显得到改善(Plt;005)。肺动脉收缩压在治疗前平均(695±112 ) mm Hg(1 mm Hg=0133 kPa),治疗后为(483±124) mm Hg,明显降低(Plt;005)。6 min步行距离在治疗前平均(324±48) m,治疗后为(400±43) m,明显延长(Plt;005)。 结论 肺动脉高压患者药物靶向治疗的疗效显著,且耐受良好。【Abstract】 Objective To examine the effects of target medical therapy in patients with pulmonary arterial hypertension(PAH). Methods To determine the safety and efficacy of bosentan and sildenafil in eight patients with PAH.The patients’ clinical features, six minutes walking diastance, WHO functional class and systolic pulmonary arterial pressure (SPAP) were measured at baseline and at three months after initiating target medial treatment. Results At the three months followup assessments, WHO functional class was improved with 31±04 vs 23±09 (Plt;005); SPAP was significantly decreased with(695±112 ) mm Hg vs (483±124) mm Hg (Plt;005), the six minutes walking distance was significantly increased with(324±48) m vs(400±43) m (Plt;005). Target medical treatment was well tolerated. Conclusion Target medical treatment is well tolerated and has beneficial effects on PAH.
Objective To review the advances of target gene therapy of liver cancer. MethodsWe analyze and compare the tissuespecific carrier system or cellspecific gene expressing system from current researches of liver cancer gene therapy. ResultsArtificial synthetic DNA transfer system and modified viral vectors could efficiently transfect target cells and get highlevel expression. The ciselements of alpha fetal protein or albumin gene have been often adopted in the regulation of therapeutic gene and have shown their effectiveness. Some other gene therapy strategies also promised a good future. Conclusion Searching for more specific and universal liver cancer antigens is the key to improve the target gene therapy efficiency. The individual situation is the basis to select the best transfer system or regulatory elements in the future.
Objective To summarize the development of gallbladder carcinoma related resistance genes and targeted therapy. Methods Domestic and international publications online involving resistance genes and targeted therapy of gallbladder carcinoma in recent years were collected and reviewed. Results Recent studies had shown that chemotherapy drug resistance of gallbladder carcinoma mainly involved lysosome protein transmembrane β4 （LAPTM4B） gene， NF-E2-related factor 2 （Nrf2） gene， and cancer stem cells （CSCs）. While the latest gene targets of treatment for gallbladder carcinoma mainly involved LAPTM4B， Nemo-like kinase （NLK）， tissue factor way inhibitor-2 （TFPI-2）， vascular endothelial growth factor-D （VEGF-D）， epidermal growth factor receptor （EGFR）， and melanoma differentiation-associated gene 7/interleukin 24 （mda-7/IL-24） gene. Conclusion The research involving resistance genes and targeted therapy of gallbladder carcinoma has make a certain progress， which broaden the concept of traditional treatment of gallbladder carcinoma.
After pirfenidone and nintedanib showed efficacy, drug treatment for idiopathic pulmonary fibrosis began to focused on anti-fibrosis. Current research on idiopathic pulmonary fibrosis mainly focus on the pathogenesis and therapeutic targets, and more targeted drugs are gradually entering clinical trials. This article summarizes the results of recent studies on the treatment of idiopathic pulmonary fibrosis with pirfenidone and nintedanib alone or in combination by searching the literature, and reviews the mechanism and test results of the new target anti-fibrosis drugs based on molecular biology that are currently undergoing clinical research in various phases, and aims to provide a basis for how to choose drugs to treat idiopathic pulmonary fibrosis.
With the surged prevalence of myopia, the pathogenic mechanism underlying myopia has attracted attention. At present, it is generally believed in the flied that the reduced blood perfusion in the choroid is crucial for myopigenesis. Then, in the process of myopigenesis, how are the blurred visual signals transmitted to the choroidal blood vessels through the retina and retinal pigment epithelium, leading to the reduced choroidal blood perfusion. The cellular and molecular mechanisms underpinning this process remain elusive. In recent years, the theory of scleral hypoxia has attracted much attention. Popular signaling molecules in current research include dopamine, epidermal growth factor, retinoic acid, cholinergic molecules and adenosine, etc. These factors are likely to participate in signal transduction in retina and RPE, thus causing changes in choroidal blood flow and affecting the occurrence and development of myopia. Therefore, these signaling factors and their downstream pathways may provide new ideas for the prevention and control of myopia targets.
Objective To explore the effect of antihypertensive treatment on target-organ damage in very elderly patients (gt;80 years). Methods One hundred and sixty-seven very elderly hypertensive patients were randomized into two groups, i.e. anti-hypertension treatment group and placebo-control group. All the patients received echocardiographic examination of left ventricular mass index, laboratory tests of urinary creatinine and urinary albumin and 24-hour ambulatory blood pressure monitoring 2 months after placebo washout period and at the end of the one year treatment, respectively. Results After treatment, the improvement in all the dynamic blood pressure parameters except daytime diastolic blood pressure and heart rate(24 h, daytime and night time), were significantly better than that of placebo-control group(Plt;0.05).The improvement in left ventricular and renal functional parameters were significantly better than that of placebo-control group(Plt;0.05). Conclusion Anti-hypertension treatment may significantly improve left ventricular pachynsis and renal function damage in very elderly hypertensive patients.
Angiopoietin-like protein (ANGPTL), a group of secreted glycoproteins, is widely expressed in vivo and is involved in many pathophysiological processes such as glycolipid metabolism, stem cell growth, local inflammation, vascular leakage and angiogenesis. Many kinds of ANGPTL are closely related to the occurrence and development of diabetic retinopathy (DR), especially ANGPTL4, which has gradually become a new hotspot in the field of DR Research. ANGPTL is involved in glucose metabolism and lipid metabolism, promotes increased vascular permeability, pathological angiogenesis, and participates in intraocular inflammation. ANGPTL is a promising molecular target. It can not only be used as a biomarker to predict the occurrence and progression of DR, but also provide new ideas for the treatment of DR by making antibody drugs to interfere with this molecule.
Blood pressure variability (BPV) is a novel predictor related to blood pressure level, and a large number of studies based on the hypertension cohort have shown that BPV is an independent predictor of target organ damages and cardiovascular adverse outcomes. Due to the significant hemodynamic changes, BPV in patients with chronic kidney disease (CKD) and hemodialysis is higher than the simple hypertension cohort, suggesting that BPV may be of great significance to patients with chronic kidney disease and hemodialysis. In recent years, studies based on CKD and hemodialysis cohort have published in succession whose results revealed that BPV of this cohort is of great prognostic significance for predicting target organ damages and cardiovascular disease risks. This article aims to provide an overview on these research, so as to survey and predict the clinical significance of BPV in CKD and hemodialytic patients.
ObjectiveTo analyze and discuss the importance of non-catheter-related hospital infection in intensive care unit (ICU). MethodA prospective target monitoring of all the patients in the general ICU was carried out from January 2011 to December 2013. The hospital infection cases grouped by infection types were analyzed with SPSS 17.0. ResultsA total of 5 364 patients were monitored, 455 of whom had hospital infections totaled 616 times. The hospital infection rate was 11.5%. The amount and constituent ratio of the catheter-related infections showed a declining trend year by year, while the non-catheter-related infections revealed an escalating trend year by year. In these 455 patients, the mixed infection group had the longest hospital stay, followed by the catheter-related infection group and the non-catheter-related infection group (P<0.05). The catheter-related infection group had higher crude mortality rate than both of the mixed infection group and the non-catheter-related infection group (P<0.017). ConclusionsNon-catheter-related infections which get higher and higher proportion in ICU hospital infections should be paid more attention to, while catheter-related infections which could prolong hospitalization and increase the risk of death in ICU patients, remain the focus of the target monitoring of hospital infection in ICU.