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Objective: To determine if baseline diabetic retinopathy (DR) severity mediates the relationship between health insurance status and DR progression. Design: Retrospective cohort study. Subjects: Seven hundred sixteen patients aged ≥ 18 years with a diagnosis of type 1 or 2 diabetes mellitus, and a diagnosis of nonproliferative DR (NPDR) were identified from the electronic health record of a tertiary academic center between June 2012 and February 2022. Methods: NPDR severity at baseline was the proposed mediator in the relationship between insurance status and proliferative DR (PDR) progression. Logistic regression was used to determine the association between insurance status and NPDR severity at baseline, and Cox proportional hazards regression was used to assess the association between insurance status and time to PDR progression. To analyze the mediation effect of NPDR severity at baseline, a counterfactual approach, which decomposes a total effect into a natural direct effect and a natural indirect effect was applied. Main Outcome Measures: Time to progression from first NPDR diagnosis to first PDR diagnosis. Results: Of the 716 patients, 581 (81%) had Medicare or private insurance, 107 (15%) had Medicaid, and 28 (4.0%) were uninsured at their baseline eye visit. Uninsured or Medicaid patients had a higher proportion of moderate or severe NPDR at their baseline eye visit and a higher proportion of progression to PDR. After adjusting for confounders and NPDR severity at baseline, patients who were uninsured had significantly greater risk of progression to PDR compared with that of patients with Medicare/private insurance (hazard ratio [HR]: 2.63; 95% confidence interval [CI]: 1.10-6.25). Patients with Medicaid also had an increased risk of progression to PDR compared with that of patients with Medicare/private insurance, although not statistically significant (HR: 1.53; 95% CI: 0.81-2.89). NPDR severity at baseline mediated 41% of the effect of insurance status (uninsured vs. Medicare/private insurance) on PDR progression. Conclusions: Patients who were uninsured were more likely to have an advanced stage of NPDR at their baseline eye visit and were at significantly greater risk of progression to PDR compared with patients who had Medicare or were privately insured. Mediation analysis revealed that differences in baseline NPDR severity by insurance explained a significant proportion of the relationship between insurance status and DR progression. Financial Disclosures: Proprietary or commercial disclosure may be found in the Footnotes and Disclosures at the end of this article.
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Background: Yungui Plateau is rich in fungal diversity. Hyphomycetes, growing on submerged wood, can promote the degradation of organisms and the reuse of rotten wood energy. During an investigation of hyphomycetes in this region, 19 species of dematiaceous hyphomycetes were collected in Yungui Plateau. New information: Both morphological identification and multi-gene phylogenetic analyses of ITS, tef1 and LSU sequences supported Coryneumsevenseptatis as a new species. Phaeoisariaguizhouensis and Pleurotheciumyunanensis were introduced, based on morphology. Morphological descriptions and illustrations of the new species were detailed. Known species are listed with notes.
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Objective:We applied a hypoxia-induced model of human fetal retinal microvascular endothelial cell (RMEC) to study the effect of carbonic anhydrase 9 (CA9) on cell proliferation.Methods:The eyeballs of spontaneously aborted fetuses in Guangdong Women and Children's Hospital were obtained, and the retinas were isolated. RMEC was obtained by trypsin and collagenase two-step enzyme digestion, and endothelial cells were identified by CD34. The fetal RMEC and the purchased adult RMEC were cultured in normoxic and hypoxic incubators (1%O 2+5%CO 2+94%N 2), and the expression of CA9 was detected by qPCR and Western blot. After knocking down the CA9 by small interference RNA technique, the cell proliferation was detected by CCK-8 method, and the cell viability was detected by CCK-8 after adding CA9 inhibitor U-104. Results:The primary RMEC was extracted successfully. Immunofluorescence staining showed the percentage of CD34 positive cells in the third-generation cells was nearly 100%. The expression of CA9 mRNA in immature fetus and adult RMEC under hypoxia culture was higher than that under normoxic culture (fetal 1% O 2 group vs. fetal 21% O 2 group: 67.80±10.31 vs. 1.00±0.04, P<0.001; adult 1% O 2 group vs. adult 21% O 2 group: 1.72±0.22 vs. 1.00±0.02, P=0.014). Western blot analysis showed significantly increased expression of CA9 in the fetal RMEC exposed to hypoxia, which aligned with the expression of CA9 mRNA. When fetal RMEC was transfected with siCA9 20 nM, the knockdown rate of CA9 was 95% ( P<0.001). CCK-8 assay showed significantly lower proliferation of fetal RMEC cells in siCA9 group compared to siNC group (0.57±0.05 vs. 0.90±0.03, P<0.001), which was reflected by the OD value. With the addition of 100 μM CA9 inhibitor U-104, the viability of fetal RMEC in the treated groupwas significantly lower than that in the untreated group (99.16%±3.82% vs. 119.10% ±1.72%, P=0.002). Conclusions:The expression of CA9 differed between adult and preterm fetus in our hypoxia-induced RMEC model. Inhibiting CA9 can inhibit the proliferation of retinal microvascular endothelial cells of preterm fetus.
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Objective:To explore the clinical features and prognosis of simultaneous double primary and single primary colorectal cancer patients.Methods:A retrospective case series study was conducted. The clinical data of 45 patients with simultaneous double primary colorectal cancer, 53 patients with single primary colon cancer and 59 patients with single primary rectal cancer in Shanxi Province Cancer Hospital from January 2015 to January 2018 were retrospectively analyzed, including gender, age, drinking history, smoking history, body mass index (BMI), carcinoembryonic antigen (CEA), carbohydrate antigen 199 (CA199), hemoglobin, albumin, TNM stage. The clinicopathological characteristics of the three groups were compared. Survival analysis was performed using the Kaplan-Meier method to compare the overall survival of the three groups.Results:The age of simultaneous double primary colorectal cancer patients was (63±11) years old, including 28 males and 17 females; the age of single primary colon cancer patients was (61±12) years old, including 30 males and 23 females; the age of single primary rectal cancer patients was (60±11) years old, including 30 males and 29 females. There was a significant difference in BMI between patients with double primary cancer and single primary colon cancer ( P = 0.041), but there were no significant differences in gender, age, drinking history, smoking history, CEA, CA199, hemoglobin, albumin and TNM stage (all P > 0.05). There were significant differences in BMI, CEA and CA199 between patients with double primary cancer and single primary rectal cancer (all P < 0.05), but there were no significant differences in gender, age, drinking history, smoking history, hemoglobin, albumin and TNM stage (all P > 0.05). The 1-, 3- and 5-year overall survival rates of the double primary cancer patients were 95.56%, 77.78% and 62.22%, the single primary colon cancer patients were 94.34%, 81.13% and 69.81%, and the single primary rectal cancer patients were 100.00%, 88.14% and 72.88%, respectively. There was no significant difference in OS among patients with double primary cancer, single primary rectal cancer and single primary rectal cancer (both P > 0.05). Conclusions:Abnormally elevated BMI may be associated with the risk of developing simultaneous double primary colorectal cancer. Detection of CEA and CA199 is helpful in monitoring rectal cancer patients for the combination of other primary tumors. The prognosis of patients with single primary colon or rectal cancer is comparable to that of patients with simultaneous double primary colorectal cancer.
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Objectives@#The sodium index is an index that converts the estimated sodium intake calculated using a verified and reliable sodium estimation formula. This study aimed to determine the relationship between the sodium index and obesity indicators and the potential impact of excessive sodium consumption on obesity. @*Methods@#Obesity indicators, such as body mass index (BMI), body fat percentage, waist-tohip ratio (WHR), and visceral fat levels, were analyzed in 120 university students (60 men and 60 women). The sodium index was calculated by indexing the estimated sodium intake according to age, sex, BMI, salt-eating habits, and salt-eating behaviors. The relationship between sodium index and obesity indicators was analyzed using multiple logistic regression. @*Results@#The estimated sodium intake was 3,907.1 mg, with 76.7% of the participants categorized under the “careful” level of sodium index and 10.8% under the “moderate” level. As the sodium index increased, the BMI, body fat percentage, WHR, and visceral fat levels significantly increased. All obesity indicators significantly increased in patients with a “severe” sodium index than in those with a “moderate” sodium index. In addition, a strong positive correlation was identified between obesity indicators and sodium index. When the “severe” sodium index was compared with the “moderate” sodium index, the risk of obesity based on body fat percentage increased by 2.181 times (95% confidence interval [CI], 1.526–3.118), while the risk of obesity based on visceral fat level increased by 4.073 times (95% CI, 2.097–7.911). @*Conclusions@#Our findings suggest a correlation between excessive sodium intake and obesity. Moreover, the sodium index can be used to determine sodium intake.
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It was a cross-sectional study. Six myocardial infarction patients with non-obstructive coronary artery disease (MINOCA group) admitted to Shanghai Sixth People′s Hospital Affiliated to Shanghai Jiao Tong University School of Medicine from July 2021 to August 2022 were enrolled in the study and 78 healthy subjects were selected as control group. The patients and healthy controls were selected with 1∶1 propensity score matching according to age, gender, body mass index, occupation and marriage status; and 5 study subjects of each group were finally enrolled in the study. The general clinical data and magnetocardiographic (MCG) results were collected from the hospital′s electronic medical record system. Compared with control group, MINOCA group showed abnormal QR rotation, discrete changes in positive and negative magnetic poles in TT segment, and disordered current direction. The analysis of MCG data revealed 35 parameters with statistically significant difference between the two groups, involving TT interval, QRS complex, RS interval and QR interval. This study explored the magnetocardiographic characteristics of MINOCA, which suggest that MCG may be conducive for diagnosis of MINOCA in the future.
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Objective To compare the differences in lower limb force line between degenerative medial meniscus injuries and lateral meniscus injuries and investigate their correlation.Methods A total of 90 patients who underwent arthroscopic treatment for meniscal injuries between March 2019 and March 2022 were enrolled in the study.They were 45 males and 45 females,at a median age of 52 years(ranging from 40 to 59 years).Of these patients,47 had medial meniscus injuries,while 43 had lateral meniscus injuries.The hip-knee-ankle(HKA)angle was measured on full-length films,and the differences were compared between the 2 groups.Results There were no significant differences in terms of gender,age,lower limb laterality,body mass index,site of injury,and type of injury between the medial meniscus injury group and the lateral meniscus injury group.Statistical difference was observed in the mean HKA angle,with a value of(177.20±2.46)° in the medial meniscus injury group and of(181.05±3.13)° in the lateral meniscus injury group(P<0.01).Conclusion There is a significant difference in HKA angle between medial meniscus injury group and the lateral meniscus injury group.A correlation is found between lower limb alignment and degenerative meniscus injury.
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Background@#Smoking can reduce taste sensitivity, the ability to sense various tastes, and diet quality and can increase the incidence of diseases such as hypertension. This study aimed to analyze the association between the smoking amount, subjective salt preference, and salt-related eating behaviors. @*Methods@#Data of more than 16 million individuals from the Korean Community Health Survey were used. Forest plots were drawn to compare the cumulative odds ratios of salt taste preference and salt-related eating behaviors, adjusted for sex, age, body mass index, education level, household income, marital status, and drinking status at various smoking levels. @*Results@#Subjective salt preference and salt-related eating behaviors increased with smoking amount; the adjusted odds ratios (AORs) for smoking >20 cigarettes were higher than those for smoking <20 cigarettes. For daily smokers, the AOR was 1.27 (95% confidence interval [CI], 1.22–1.31) for 1–5 cigarettes per day and 1.68 (95% CI, 1.65–1.71) for 16–20 cigarettes per day (P<0.001). Smokers were more likely to have more frequent salt-related eating behaviors than nonsmokers. @*Conclusion@#The subjective salt preference of smokers was higher than that of nonsmokers. Additionally, smokers used salt or soy sauce and dipped fried food in soy sauce more frequently than nonsmokers, which was also related to smoking amount.
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BACKGROUND/OBJECTIVES@#Excessive sodium intake, cigarette smoking, and alcohol consumption are risk factors for a wide range of diseases. This study aimed to determine whether smokers and drinkers are more likely to enjoy their food with more salt, and whether the combination of smoking and drinking is associated with salty taste preferences. @*SUBJECTS/METHODS@#This study analyzed the data of over 16 million Koreans from two four-year Korean Community Health Survey cycles (i.e., 2010 to 2013 and 2014 to 2017). The respondents’ preferences for salty foods (i.e., their salt intake levels, whether they added salt or soy sauce to foods served on the table, and whether they dipped fried foods in salt or soy sauce), and the odds ratio (OR) of their preference were examined among smokers and drinkers when adjusted for sex, age, body mass index, educational level, household income, marital status, and cigarette smoking or alcohol consumption status. @*RESULTS@#Cigarette smoking and alcohol consumption were correlated with the consumption of salty food. Based on the adjusted model, cigarette smokers and alcohol drinkers preferred adding salt or soy sauce or dipping fried foods in soybean more than non-smokers and nondrinkers. In addition, people who smoked and consumed alcohol reported a more significant stacking effect regarding the salty taste preference. @*CONCLUSION@#This large population-based study found that both cigarette smoking and alcohol consumption were correlated with salty taste preferences, which may cause excessive sodium intake.
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Objective:To design a lung function prediction method that combines transfer learning and multimodal feature fusion, aiming to improve the accuracy of lung function prediction in patients with idiopathic pulmonary fibrosis (IPF).Methods:CT images and clinical text data were reprocessed, and an adaptive module was designed to find the most suitable lung function attenuation function for IPF patients. The feature extraction module was utilized to comprehensively extract features. The feature extraction module comprises three sub-modules, including CT feature extraction, clinical text feature extraction, and lung function feature extraction. A multimodal feature prediction network was used to comprehensively evaluate the attenuation of lung function. The pre-trained model was fine-tuned to improve the predictive performance of the model.Results:Based on the OSIC pulmonary fibrosis progression competition dataset, it is found through the adaptive module that the linear attenuation hypothesis is more in line with the trend of pulmonary function decline in patients. Different modal data prediction experiments show that the model incorporating clinical text features has better predictive ability than the model using only CT images. The model combining CT images, clinical text features, and lung function features have optimal predictive results. The lung function prediction method combining transfer learning and multimodal feature fusion has modified version of the Laplace log likelihood (LLLm) of ?6.706 5, root mean squared error (RMSE) of 184.5, and mean absolute error (MAE) of 146.2, which outperforms other methods in terms of performance. The pre-trained model has higher prediction accuracy compared to the zero base training model.Conclusions:The lung function prediction method designed by combining transfer learning and multimodal feature fusion can effectively predict the lung function status of IPF patients at different weeks, providing important support for patient health management and disease diagnosis.
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The background and scope of the revision of GB 9706.255-2022"Medical Electrical Equipment-Part 2-55:Particular requirements for the basic safety and essential performance of respiratory gas monitors"were introduced.The differences between GB 9706.255-2022 and YY 0601-2009"Medical electrical equipment particular requirements for basic safety and essential performance of respiratory gas monitors"were summarized.The key points of the revision of GB 9706.255-2022 were interpreted in terms of basic performance,marking signs and documents,protection level,calibration/nulling,rough handling,functional connectivity and usability.References were provided for manufacturers and inspection technicians to correctly understand GB 9706.255-2022.[Chinese Medical Equipment Journal,2023,44(11):79-82]
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OBJECTIVE@#Current mainstream PET scattering correction methods are introduced and evaluated horizontally, and finally, the existing problems and development direction of scattering correction are discussed.@*METHODS@#Based on NeuWise Pro PET/CT products of Neusoft Medical System Co. Ltd. , the simulation experiment is carried out to evaluate the influence of radionuclide distribution out of FOV (field of view) on the scattering estimation accuracy of each method.@*RESULTS@#The scattering events produced by radionuclide out of FOV have an obvious impact on the spatial distribution of scattering, which should be considered in the model. The scattering estimation accuracy of Monte Carlo method is higher than single scatter simulation (SSS).@*CONCLUSIONS@#Clinically, if the activity of the adjacent parts out of the FOV is high, such as brain, liver, kidney and bladder, it is likely to lead to the deviation of scattering estimation. Considering the Monte Carlo scattering estimation of the distribution of radionuclide out of FOV, it's helpful to improve the accuracy of scattering distribution estimation.
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Tomografía Computarizada por Tomografía de Emisión de Positrones , Dispersión de Radiación , Simulación por Computador , Encéfalo , Método de Montecarlo , Fantasmas de Imagen , Procesamiento de Imagen Asistido por ComputadorRESUMEN
OBJECTIVE@#To explore the clinical and genetic characteristics of two children with developmental delay.@*METHODS@#Two children who had presented at the Children's Hospital Affiliated to Shandong University on August 18, 2021 were enrolled as the study subjects. Clinical and laboratory examination, chromosomal karyotyping and high-throughput sequencing were carried out for both children.@*RESULTS@#Both children had a 46,XX karyotype. High-throughput sequencing showed that they have respectively carried a c.489delG (p.Q165Rfs*14) and a c.1157_1158delAT (p.Y386Cfs*22) frameshifting variant of the CTCF gene, both had a de novo origin and were unreported previously.@*CONCLUSION@#The CTCF gene variants probably underlay the development delay in the two children. Above discovery has enriched the mutational spectrum of the CTCF gene and has important implications for revealing the genotype-phenotype correlation for similar patients.
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Niño , Humanos , Discapacidades del Desarrollo/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Discapacidad Intelectual/genética , Cariotipificación , MutaciónRESUMEN
Integrating multisensory inputs to generate accurate perception and guide behavior is among the most critical functions of the brain. Subcortical regions such as the amygdala are involved in sensory processing including vision and audition, yet their roles in multisensory integration remain unclear. In this study, we systematically investigated the function of neurons in the amygdala and adjacent regions in integrating audiovisual sensory inputs using a semi-chronic multi-electrode array and multiple combinations of audiovisual stimuli. From a sample of 332 neurons, we showed the diverse response patterns to audiovisual stimuli and the neural characteristics of bimodal over unimodal modulation, which could be classified into four types with differentiated regional origins. Using the hierarchical clustering method, neurons were further clustered into five groups and associated with different integrating functions and sub-regions. Finally, regions distinguishing congruent and incongruent bimodal sensory inputs were identified. Overall, visual processing dominates audiovisual integration in the amygdala and adjacent regions. Our findings shed new light on the neural mechanisms of multisensory integration in the primate brain.
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Animales , Macaca , Estimulación Acústica , Percepción Auditiva/fisiología , Percepción Visual/fisiología , Amígdala del Cerebelo/fisiología , Estimulación LuminosaRESUMEN
OBJECTIVE@#To explore the clinical and genetic characteristics of a patient with Hermansky-Pudlak syndrome type 5 (HPS-5).@*METHODS@#A child with HPS-5 who had attended the Children's Hospital Affiliated to Shandong University on October 3, 2019 was selected as the study subject. Clinical data of the child were collected. Genetic variant was analyzed through high-throughput sequencing. A literature review was also carried out.@*RESULTS@#The child, a 1-year-and-5-month-old girl, had nystagmus since childhood, lost of retinal pigmentation by fundus examination and easy bruising. High-throughput sequencing revealed that she has harbored compound heterozygous variants of the HPS5 gene, namely c.1562_1563delAA (p.F521Sfs*27) and c.1404C>A (p.C468X), which were inherited from his father and mother, respectively. Based on the guidelines from the American College for Medical Genetics and Genomics (ACMG), both variants were predicted to be pathogenic (PVS+PM2_Supporting+PM3+PP4). Among 18 previously reported HPS-5 patients, all had had eye problems, and most of them had tendency for bleeding. Eight cases had carried compound heterozygous variants of the HPS5 gene, 8 carried homozygous variants, 2 carried double homozygous variants, and most of them were null mutations.@*CONCLUSION@#The c.1562_1563delAA(p.F521Sfs*27) and c.1404C>A (p.C468X) compound heterozygous variants of the HPS5 gene probably underlay the HPS-5 in this child. High-throughput sequencing has provided an important tool for the diagnosis. HSP-5 patients usually have typical ocular albinism and/or oculocutaneous albinism and tendency of bleeding, which are commonly caused by compound heterozygous and homozygous variants of the HPS5 gene, though serious complications have been rare.
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Femenino , Humanos , Lactante , Síndrome de Hermanski-Pudlak/patología , Secuenciación de Nucleótidos de Alto Rendimiento , MutaciónRESUMEN
Valencene, a kind of sesquiterpenoid with a citrus flavor, is mainly found in Valencia orange and is commonly used in cosmetics and food additives, as well as industrial synthetic nootkatone. In this study, synthetic biology was used to create a Saccharomyces cerevisiae cell factory to produce valencene. Fistly, valencene synthase gene (CnVS) from Callitropsis nootkatensis was inserted into the chromosome of the chassis strain YTT-T5. The resulting strain VAL-01 could produce 1.1 mg·L-1 valencene. Protein fusion technique was used, different valencene synthases were compared and the copy number of key genes was adjusted, yielding valencene to 436.4 mg·L-1. Then, knocking-out the transcription factor ROX1 resulted in valencene improvement by 17.4%. Moreover, the induction system of galactose was regulated, transcription factor PDR3 and INO2 were overexpressed. The engineered strain VAL-10 could produce 2 798.6 mg·L-1 valencene by high cell density fermentation method (nearly 2 500 times higher than VAL-01). This study provides a basis for green production of valencene.
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BACKGROUND/OBJECTIVES@#South Korea has been conducting the Sodium Reduction Restaurant Project since 2015 to reduce sodium contents in restaurant menus. The purpose of this study was to analyze changes in the sodium content of menus as determined by the Daegu Sodium Reduction Restaurant Project between 2015 and 2019.MATERIALS/METHODS: Intervention was aimed at reducing the sodium contents of over 10% of menu items in participating restaurants. On-site inspections and evaluations were conducted using a checklist, and reductions in sodium contents were determined by analyzing the salinities and sodium contents of menus after intervention. @*RESULTS@#Post-intervention salinities and sodium contents were significantly lower than baseline values in 2016 (P < 0.001), 2017 (P < 0.001), 2018 (P < 0.001), and 2019 (P < 0.001). However, sodium contents and salinities differences before and after intervention were not significant in 2015. Sodium contents of more than 20% of menu items offered by restaurants that participated in the Sodium Reduction Restaurant Project for 2 yrs starting in 2016 declined by 28.9%. On the other hand, the sodium reduction rate achieved by restaurants that participated for 4 yrs from 2015 reached 55.4%. The percentage of restaurants that participated in the project increased annually, though some failed to be designated as Sodium Reduction Restaurants because they did not meet sodium reduction rate requirements. @*CONCLUSIONS@#Positive correlations were found between duration of participation in the project and sodium reduction and designation rates. Sustainable long-term support at the national level is required to expand the project to other regions.
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Objective:To evaluate the efficacy of percutaneous curved kyphoplasty (PCKP) for the treatment of osteoporotic vertebral compression fracture (OVCF).Methods:A retrospective cohort study was conducted to analyze the clinical data of 70 patients with OVCF admitted to Third People′s Hospital of Datong from May 2020 to December 2021, including 32 males and 38 females, aged 60-89 years [(73.0±8.7)years]. The patients were treated with PCKP (PCKP group, n=20) or percutaneous vertebroplasty (PVP) (PVP group, n=50). The operation time, intraoperative blood loss, length of hospital stay, excellent rate of bone cement distribution at postoperative 1 day, and leakage rate of bone cement were compared between the two groups. In addition, anterior height ratio of the injured vertebrae, upper and lower Cobb angle, visual analogue scale (VAS), and Oswestry dysfunction index (ODI) were measured preoperatively and at postoperative 24 hours and 3 months. Results:All patients were followed up for 3-4 months [(3.0±0.6)months]. There were no significant differences in the operation time, intraoperative blood loss, and length of hospital stay between the two groups (all P>0.05). At postoperative 1 day, the excellent rate of bone cement distribution was 100% in PCKP group (excellent in 13 patients, good in seven, poor in zero), significantly higher than 82% in PVP group (excellent 21 patients, good in 20, and poor in nine). The leakage rate of bone cement was 0%(0/20) in PCKP group, lower than 20% (10/50) in PVP group ( P<0.05). There were no significant differences in the anterior height ratio of injured vertebrae, upper Cobb angle, lower Cobb angle, VAS and ODI between the two groups before operation (all P>0.05). At postoperative 1 day, PCKP group showed significantly higher anterior height ratio of injured vertebrae and significantly lower upper Cobb angle, lower Cobb angle, VAS, and ODI than those in PVP group ( P<0.05 or 0.01). At postoperative 3 months, PCKP group still showed significantly higher anterior height ratio of injured vertebrae and significantly lower upper Cobb angle and lower Cobb angle than those in PVP group ( P<0.05 or 0.01), but there was no significant difference in VAS and ODI between the two groups (all P>0.05). In PCKP group, the anterior height ratio of the injured vertebrae was significantly increased and the upper Cobb angle, lower Cobb angle, VAS, and ODI index were significantly decreased at postoperative 1 day and 3 months when compared with those before operation (all P<0.05). In PVP group, there were no significant changes in the anterior height ratio of the injured vertebrae, upper Cobb angle, and lower Cobb angle at postoperative 1 day and 3 months when compared with those before operation (all P>0.05), but the VAS and ODI were significantly lowered at postoperative 1 day and 3 months when compared with those before operation (all P<0.05). Conclusion:Compared with PVP, PCKP has better diffusion effect of bone cement in the injured vertebrae and lower incidence of bone cement leakage in the treatment of OVCF, which can effectively promote height recovery of the injured vertebrae, relieve the pain early, and improve spinal function.
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Objective:To establish an artificial intelligence robot-assisted diagnosis system for fundus diseases based on deep learning optical coherence tomography (OCT) and evaluate its application value.Methods:Diagnostic test studies. From 2016 to 2019, 25 000 OCT images of 25 000 patients treated at the Eye Center of the Second Affiliated Hospital of Zhejiang University School of Medicine were used as training sets and validation sets for the fundus intelligent assisted diagnosis system. Among them, macular epiretinal membrane (MERM), macular edema, macular hole, choroidal neovascularization (CNV), and age-related macular degeneration (AMD) were 5 000 sheets each. The training set and the verification set are 18 124 and 6 876 sheets, respectively. Through the transfer learning Attention ResNet structure algorithm, the OCT image was characterized by lesion identification, the disease feature was extracted by a specific procedure, and the given image was distinguished from other types of disease according to the statistical characteristics of the target lesion. The model algorithms of MERM, macular edema, macular hole, CNV and AMD were initially formed, and the fundus intelligent auxiliary diagnosis system of five models was established. The performance of each model-assisted diagnosis in the fundus intelligent auxiliary diagnostic system was evaluated by applying the subject working characteristic curve, area under the curve (AUC), sensitivity, and specificity.Results:With the intelligent auxiliary diagnosis system, the diagnostic sensitivity of the MERM was 93.5%, the specificity was 99.23%, and AUC was 0.983 7; the diagnostic sensitivity of macular edema was 99.02%, the specificity was 98.17%, and AUC was 0.994 6; the diagnostic sensitivity of macular hole was 98.91%, the specificity was 99.91%, AUC was 0.996 2; the diagnostic sensitivity of CNV was 97.54%, the specificity was 94.71%, AUC was 0.987 5; the diagnostic sensitivity of AMD was 95.12%, the specificity was 97.09%, AUC was 0.985 3.Conclusions:The artificial intelligence robot-assisted diagnosis system for fundus diseases based on deep learning for OCT images has accurate and efficient diagnostic performance for assisting the diagnosis of MERM, macular edema, macular hole, CNV, and AMD.
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OBJECTIVE@#To explore the genetic basis for a child manifesting with intellectual disability, language delay and autism spectrum disorder.@*METHODS@#Genomic DNA was extracted from peripheral blood samples of the child and his family members, and subjected to whole exome sequencing. Candidate variants were verified by Sanger sequencing and interpreted according to the guidelines of the American College of Medical Genetics and Genomics.@*RESULTS@#The child was found to harbor a heterozygous c.568C>T (p.Q190X) nonsense variant of the ADNP gene, which was not detected in either parent by Sanger sequencing.@*CONCLUSION@#The clinical and genetic testing both suggested that the child has Helsmoortel-van der Aa syndrome due to ADNP gene mutation, which is extremely rare in China.