高血压是我国重点防治的心血管疾病, 血压的控制率备受关注。在一些血压控制不良的患者中睡眠呼吸暂停是导致顽固性高血压的重要原因。以睡眠过程中反复、频繁出现呼吸暂停和低通气为特点的睡眠呼吸暂停低通气综合征( sleep apneahypopnea syndrome, SAHS) 自20 世纪80 年代以来也受到广泛关注, 临床和基础研究取得了迅速发展。目前, 多项临床、流行病学和基础研究证实SAHS可以导致和/ 或加重高血压, 与高血压的发生发展密切相关。
Objective To investigate the clinical manifestations and possible reasons of the missed and inaccurate diagnosis of Fuchs syndrome. Methods The clinical data of 85 patients with Fuchs syndrome who were diagnosed and treated from June 1999 to December 2003 were retrospectively analyzed. The disease history of each patient was carefully recorded. Slit-lamp microscopy was performed on the patients. The character and distribution of keratic precipitates (KP), color of the iris, depigmentation, and complications were noted in detail. The data recorded in other hospitals were analyzed and the reasons of missed and inaccurate diagnosis were statistically analyzed. Results The age of the patients ranged from 13 to 72 years, and binocular involvement was noted in 76 patients. None of the patients showed ciliary congestion and iris synechiae. Middle-sized or stellated KP was found. Triangle-distributed KP was seen in 13 patients, and diffuse distribution behind the corneal or in the pupil area was in 72. Anterior-chamber flare was observed in all of the patients, while anterior-chamber cells were only noted in 42 patients. The iris with different degrees of depigmentation was found in all the patients. Complicated cataract and increased intraocular pressure occured in 44 and 19 patients, respectively. The diagnosis in other hospitals mainly included uveitis, anterior uveitis and complicated cataract. Conclusions Fuchs syndrome is characterized by depigmented iris and typical KP. Missed and inaccurate diagnosis is mainly due to the unawareness of its clinical features. (Chin J Ocul Fundus Dis, 2005, 21: 360-362)
Acquired Immunodeficiency Syndrome (AIDS) is a severe infectious disease induced by human immuno deficiency virus (HIV). Laboratory testing plays an important role in the diagnosis of HIV/AIDS. In general, laboratory testing includes detection of virus antibodies and antigens, virus RNA, immune cells (CD4+, CD8+) and anti-HIV drug resistance. During the past twenty years, great progress has been made in laboratory testing. As research on HIV/AIDS has advanced and biotechnology has developed rapidly, different methods of testing have been discovered. In recent years, the application of molecular biotechnology and immunology has led to important advances for epidemiological surveys, clinical diagnosis and treatment of HIV. The existence of a testing method with high sensitivity and specificity is not only helpful for early diagnosis and prediction, monitoring and evaluation of therapeutic efficacy, but can also reduce the risk of false-negative results. HIV laboratory testing is now developing towards a simple, rapid, sensitive, accurate and automatic way of diagnosing this condition.
ObjectiveThe aim of this study was to investigate the value of Artificial Neural Networks (ANNs) in predicting the occurrence of Venous Thromboembolism (VTE) in patients with Obstructive Sleep Apnea (OSA), and to compare it with traditional Logistic regression models to assess its predictive efficacy, providing theoretical basis for the prediction of VTE risk in OSA patients. MethodsA retrospective analysis was conducted on patients diagnosed with OSA and hospitalized in the Department of Respiratory and Critical Care Medicine, Second Affiliated Hospital of Kunming Medical University, from January 2018 to August 2023. Patients were divided into OSA combined with VTE group (n=128) and pure OSA control group (n=680). The dataset was randomly divided into a training set (n=646) and an independent validation set (n=162). The Synthetic Minority Oversampling Technique (SMOTE) was employed to address the issue of data imbalance. Artificial Neural Networks and Logistic regression models were then built on training sets with and without SMOTE. Finally, the performance of each model was evaluated using accuracy, sensitivity, specificity, Youden's index, and Area Under the Receiver Operating Characteristic Curve (AUC). Results When oversampling was conducted using SMOTE on the training set, both the Artificial Neural Network and Logistic regression models showed improved AUC. The Artificial Neural Network model with SMOTE performed the best with an AUC value of 0.935 (95%CI: 0.898–0.961), achieving an accuracy of 90.15%, specificity of 87.32%, sensitivity of 93.44%, and Youden’s index of 0.808 at the optimal cutoff point. The Logistic regression model with SMOTE yielded an AUC value of 0.817 (95%CI: 0.765–0.861), with an accuracy of 77.27%, specificity of 83.80%, sensitivity of 69.67%, and Youden's index of 0.535. The difference in AUC between the Artificial Neural Network model and Logistic regression model was statistically significant after employing SMOTE (P<0.05). Conclusions The Artificial Neural Network model demonstrates high effectiveness in predicting VTE formation in OSA patients, particularly with the further improvement in predictive performance when utilizing SMOTE oversampling technique, rendering it more accurate and stable compared to the traditional Logistic regression model.
Precision medicine is a personalized medical system based on patients' individual biological information, clinical symptoms and signs, forming a new clinical research model and medical practice path. The basic idea of traditional Chinese medicine and the concept of precision medicine share many similarities. The basket trial developed for precision medicine is also suitable for clinical trials and evaluation of the efficacy of traditional Chinese medicine syndrome differentiation and treatment systems. Basket trials are used to evaluate the efficacy of a drug in the treatment of multiple diseases or disease subtypes. It has the advantages of sharing a master protocol, unifying management of subsidiary studies, simplifying the test implementation process, unifying statistical analysis, saving resources, reducing budgets and accelerating the drug evaluation progress. This is similar to the concept of using the "same treatment for different diseases" found in traditional Chinese medicine. This paper introduced the concept and method of basket trials and explored their application and advantages in clinical research into traditional Chinese medicine. This study is expected to provide references for the methodological innovation of clinical research into traditional Chinese medicine.
Objective To observe the clinical characteristics of idiopathic retinal vasculitis, aneurysms, and neuroretinitis (IRVAN) syndrome. Methods The clinical data of 3 patients with IRVAN syndrome which were diagnosed by systemic examination, fundus photography and fundus fluorescein angiography (FFA) were retrospectively analyzed. Results Idiopathic retinal vasculitis, which was induced by retinal arterial inflammation, multiple macroaneurysms of optic disc and retinal vessels, edema of optic disc, and exudation around the optic disc, was found in all of the 3 patients, multiple arteriolar aneurysms of optic disc and retinal vascular and exudative neuroretinitis. Two patients had peripheral retinal vascular nonperfusion area, which belonged to typical IRVAN syndrome. Conclusions The clinical characteristics of IRVAN syndrome include idiopathic retinal vasculitis which only involved in artery, multiple retinal macroaneurysms which located on the dissepiment of optic disc and retinal artery, and the neuroretinitis induced by exudation of retina and optic disc because of vasculitis and aneurysms. (Chin J Ocul Fundus Dis, 2007, 23: 180-183)
ObjectiveTo evaluate the predictive value of critical illness scores for hospital mortality of severe respiratory diseases in respiratory intensive care unit (ICU).MethodsThe clinical data of the patients who needed intensive care and primary diagnosed with respiratory diseases from June, 2001 to Octomber, 2012 were extracted from MIMIC-Ⅲ database. The Acute Physiology Score (APS) Ⅲ, Simplified Acute Physiology Score (SAPS) Ⅱ, Oxford Acute Severity of Illness Score (OASIS), Logistic Organ Dysfunction System (LODS), Systemic Inflammatory Response Syndrome (SIRS) and Sequential Organ Failure Assessment (SOFA) were calculated according to the requirements of each scoring system. ICU mortality was set up as primary outcome and receiver operating characteristic (ROC) analysis was performed to evaluate the predictive performances by comparing the areas under ROC curve (AUC). According to whether they received invasive mechanical ventilation during ICU, the patients were divided into two groups (group A: without invasive mechanical ventilation group; group B: with invasive mechanical ventilation group). The AUCs of six scoring systems were calculated for groups A and B, and the ROC curves were compared independently.ResultsA total of 2988 patients were recruited, male accounted for 49.4%, median age was 67 (55, 79), and ICU mortality was 13.2%. The AUCs of SAPSⅡ, LODS, APSⅢ, OASIS, SOFA and SIRS were 0.73 (0.70, 0.75), 0.71 (0.68, 0.73), 0.69 (0.67, 0.72), 0.69 (0.67, 0.72), 0.67 (0.64, 0.70) and 0.58 (0.56, 0.62). Subgroup analysis showed that in group A, the AUCs of OASIS, SAPSⅡ, LODS, APSⅢ, SOFA and SIRS were 0.81 (0.76, 0.85), 0.80 (0.75, 0.85), 0.77 (0.72, 0.83), 0.75 (0.70, 0.80), 0.73 (0.68, 0.78) and 0.63 (0.56, 0.69) in the prediction of ICU mortality; in group B, the AUCs of SAPSⅡ, APSⅢ, LODS, SOFA, OASIS and SIRS were 0.68 (0.64, 0.71), 0.67 (0.63, 0.70), 0.65 (0.62, 0.69), 0.62 (0.59, 0.66), 0.62 (0.58, 0.65) and 0.57 (0.54, 0.61) in the prediction of ICU mortality. The results of independent ROC curve showed that the AUC differences between groups A and B were statistically significant in terms of OASIS, SAPSⅡ, LODS, APSⅢ and SOFA, but there were no significant differences in SIRS.ConclusionsThe predictive values of six critical illness scores for ICU mortality in respiratory intensive care are low. Lack of ability to predict ICU mortality of patients with invasive mechanical ventilation should hold primary responsibility.
Objective A series of N-of-1 trials were conducted to evaluate the effects of traditional Chinese medicine (TCM) individualized syndrome differentiation on stable bronchiectasis, and to explore a clinical trial method that is consistent with the characteristics of TCM. Methods The original plan consisted of 3 cycles, with each cycle consisting of two observation periods: experimental and control. Take the medication for 3 weeks each period and then stop for 1 week. Because the results were not as expected, another cycle of trials was added (a total of 4 cycles). The trial period was treated with individualized syndrome differentiation prescription and the control period was treated with placebo. The outcome measures were Likert scale score of general symptoms (primary outcome), Likert scale score of respiratory symptoms, CAT score, 24h sputum volume and TCM symptom score. Data analysis (including residual effects and stage effects analysis) used group-designed independent sample t tests, paired t tests or non-parametric tests, mixed effects models, and Bayesian analysis. Results A total of 31 participants were formally enrolled, with 24 completing all four cycles. Independent sample t-tests and mixed-effects models showed no significant period or carryover effects. Bayesian analysis showed that there were residual effects on some outcome measures of some individuals. Six participants showed statistically significant differences in overall symptom Likert scale scores (P<0.05). Bayesian analysis found that TCM was more effective than placebo in more individuals. No significant differences were found between individualized TCM and placebo at the group level for any of the outcome measures. Conclusion This study method highly simulates the clinical practice of TCM, with good operability and patient compliance, and has no obvious residual effect of TCM on the whole, which can provide the best individualized evidence-based medicine evidence of short-term efficacy of TCM. Bayesian analysis can improve the sensitivity of individual statistics.
ARDS 是引起重症患者呼吸衰竭的主要原因, 尽管医疗技术有了很大的进步, 但对ARDS 的治疗只局限在器官支持层面, 其病死率仍高达40% [ 1] 。ARDS的主要病理改变为肺泡上皮细胞和毛细血管内皮细胞受损, 通透性增加, 富含蛋白质的液体渗出积聚于肺间质和肺泡。因此促进损伤肺毛细血管内皮细胞和肺泡上皮细胞的有效修复可能是ARDS治疗的关键所在。随着干细胞工程学的发展, 间充质干细胞( MSC) 作为一种理想的组织修复来源, 在ARDS 治疗中的应用受到越来越多的关注, 这可能为ARDS 的治疗开辟一条新的途径。
Objective To investigate the characteristics of images of angiography in uveal effusion syndrome (UES). Methods The clinical data of fundus fluorescein angiography (FFA) and indocyanine green angiography (ICGA) in 11 patients (17 eyes) with UES were retrospectively analyzed, and 4 patients (7 eyes) underwent angiography again 1 month to 28 months after segmental sclerectomy. Result The results of FFA and ICGA showed papilledema and venous tortuosity and dilation in 12 eyes, leakage spots at the post pole of ocular fundus in 2 eyes, leopard spots in 14 eyes, linear or meshy pigment stripes in 8 eyes. The results of ICGA showed uneven flecked hyperfluorescence lasted to later stage in 4 patients (5 eyes), a triangle hypofluorescence area at the inferior fundus in 1 eye, and a geographic pattern hypofluorescence at the posterior pole in 1 eye. Segmental sclerectomy was performed on 5 patients (8 eyes), and after surgery, cilia-choroidal detachment was gradually alleviated and even disappeared, the status of choroidal hyperpermeability was alleviated, and the leakage spots disappeared. The subretinal fluid increased in only 1 eye 2 years after the surgery. Conclusion The characteristics of aniography for UES are venous tortuosity and dilation, papilledema, leopard spots, and linear or meshy pigmentary stripes, which may deepen our understanding about the disease and help to diagnose it. (Chin J Ocul Fundus Dis, 2007, 23: 189-192)