目的 探讨原发性IgA肾病临床特征与病理间的关系。 方法 回顾性分析2006年1月-2008年6月经肾活检诊断为原发性IgA肾病患者109例的临床病理资料。 结果 血尿的发生及血尿的程度与肾活检病理Lee分级无关，而尿蛋白定量、症状性高血压、肾功能受损与病理学分级呈正相关，且与肾小球硬化、间质病变等病理特征呈正相关。 结论 大量蛋白尿、症状性高血压等是IgA肾病预后不良的重要因素，需要积极干预。
High-grade serous ovarian cancer has a high degree of malignancy, and at detection, it is prone to infiltration of surrounding soft tissues, as well as metastasis to the peritoneum and lymph nodes, peritoneal seeding, and distant metastasis. Whether recurrence occurs becomes an important reference for surgical planning and treatment methods for this disease. Current recurrence prediction models do not consider the potential pathological relationships between internal tissues of the entire ovary. They use convolutional neural networks to extract local region features for judgment, but the accuracy is low, and the cost is high. To address this issue, this paper proposes a new lightweight deep learning algorithm model for predicting recurrence of high-grade serous ovarian cancer. The model first uses ghost convolution (Ghost Conv) and coordinate attention (CA) to establish ghost counter residual (SCblock) modules to extract local feature information from images. Then, it captures global information and integrates multi-level information through proposed layered fusion Transformer (STblock) modules to enhance interaction between different layers. The Transformer module unfolds the feature map to compute corresponding region blocks, then folds it back to reduce computational cost. Finally, each STblock module fuses deep and shallow layer depth information and incorporates patient's clinical metadata for recurrence prediction. Experimental results show that compared to the mainstream lightweight mobile visual Transformer (MobileViT) network, the proposed slicer visual Transformer (SlicerViT) network improves accuracy, precision, sensitivity, and F1 score, with only 1/6 of the computational cost and half the parameter count. This research confirms that the proposed algorithm model is more accurate and efficient in predicting recurrence of high-grade serous ovarian cancer. In the future, it can serve as an auxiliary diagnostic technique to improve patient survival rates and facilitate the application of the model in embedded devices.
ObjectiveTo observe and analyze the clinical characteristics and correlation between the eye and nervous system in children with infantile gangliosideosis.MethodsFrom November 2018 to January 2021, 3 children with infantile ganglion lipidosis diagnosed by genetic examination in the Department of Ophthalmology and Neurology, Beijing Children's Hospital of Capital Medical University, and through China National Knowledge Infrastructure and Wanfang database and The National Library of Medicine of the United States (PubMed) were searched, and 53 cases of Chinese infantile gangliosideosis diagnosed by gene, enzyme activity or pathological examination were selected and a total of 56 cases were included in the study. The searching time was from the establishment of the database to February 2021, and the search keywords are "gangliosideosis", "cherry-spot" macula and "Chinese". The demographic characteristics of 56 cases of children and other system manifestations were analyzed such as eyes, nervous system, skin, bones. According to the presence or absence of cherry-spot (CS) on the fundus examination, the children were divided into a fundus CS group (group A) and a fundus without CS group (group B), with 20 and 27 cases, respectively. The age of onset, gender, different types and neurological manifestations of the two groups of children were compared and analyzed. The non-parametric rank sum test was used for age comparison between groups; the χ2 test or Fisher's exact test were used for the comparison of gender, disease type and incidence between groups.ResultsAmong the 56 children, 27 were males and 29 were females; the median age of onset was 7.0 months. There were 33 and 23 cases of GM1 and GM2, respectively. Among 44 children with visual function examination records, 41 cases (93.2%, 41/44) were unable to follow the visual object. Of 47 children who underwent ocular fundus examination, 20 cases (42.6%, 20/47) had CS on the fundus. The main manifestations of the nervous system are neuromotor development regression or retardation (100%, 56/56), convulsions (58.1%, 25/43), and "startle" phenomena (89.7%, 26/29). Among 42 patients with brain magnetic resonance imaging examination records, 39 cases (92.9%) were abnormal. The incidence of "startle" and seizures in group A was higher than that in group B, and the difference was statistically significant (χ2=5.815, 6.182, P=0.021, 0.013).Conclusios Chinese infantile gangliosideosis is more common in GM1 type. Ocular visual impairment is the visual object as the main manifestation, the incidence of fundus CS is 42.6%, and the symptoms of neurological damage in children with CS are more severe.