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find Keyword "序列分析" 19 results
  • Application value of SARIMA model in forecasting and analyzing inpatient cases of pediatric limb fractures

    ObjectiveTo establish a forecasting model for inpatient cases of pediatric limb fractures and predict the trend of its variation.MethodsAccording to inpatient cases of pediatric limb fractures from January 2013 to December 2018, this paper analyzed its characteristics and established the seasonal auto-regressive integrated moving average (SARIMA) model to make a short-term quantitative forecast.ResultsA total of 4 451 patients, involving 2 861 males and 1 590 females were included. The ratio of males to females was 1.8 to 1, and the average age was 5.655. There was a significant difference in age distribution between males and females (χ2=44.363, P<0.001). The inpatient cases of pediatric limb fractures were recorded monthly, with predominant peak annually, from April to June and September to October, respectively. Using the data of the training set from January 2013 to May 2018, a SARIMA model of SARIMA (0,1,1)(0,1,1)12 model (white noise test, P>0.05) was identified to make short-term forecast for the prediction set from June 2018 to November 2018, with RMSE=8.110, MAPE=9.386, and the relative error between the predicted value and the actual value ranged from 1.61% to 8.06%.ConclusionsCompared with the actual cases, the SARIMA model fits well with good short-term prediction accuracy, and it can help provide reliable data support for a scientific forecast for the inpatient cases of pediatric limb fractures.

    Release date:2020-07-02 09:18 Export PDF Favorites Scan
  • Trends in hospitalization expenses of PCI surgery for coronary heart disease patient based on double breakpoint interrupt time series analysis

    ObjectiveTo investigate the variations in patient hospitalization expenses before the enforcement of the centralized procurement policy, after the implementation of the drug centralized procurement policy, and after the introduction of the consumables centralized procurement policy. The efficacy of the centralized procurement policy will also be examined. MethodsThis retrospective study utilizes data obtained from the medical records homepage of the Health Information Statistics Center under the Health Commission of Gansu Province. It included 32 938 inpatients who underwent PCI surgery for coronary heart disease in Gansu province between January 1, 2018, and December 31, 2022. A double-breakpoint interrupted time series model was employed to analyze the fluctuation trends in hospitalization costs among patients across various stages of the centralized procurement policy's implementation. ResultsThroughout the three phases of implementing the centralized procurement policy, the average total hospitalization costs were RMB 46 149.49 yuan, RMB 46 629.12 yuan, and RMB 28 771.76 yuan, respectively. After the centralized procurement policy with a focus on drug volume was initiated, there was an immediate reduction in average total hospitalization costs, drug costs, consumable costs, and medical service fees by 4.64%, 5.62%, 18.12%, and 8.85%, respectively. However, there was a subsequent increase of 25.28% in average medical service fees. Following this phase, average out-of-pocket costs, treatment costs, and other expenses exhibited a consistent upward trajectory, increasing by an average of 2.23%, 1.51%, and 1.21% per month. Upon the introduction of the centralized procurement policy for consumables, there was an immediate surge of 23.75% in average medical service fees, while average total hospitalization costs, out-of-pocket costs, consumable costs, treatment costs, and rehabilitation costs experienced a gradual decline. ConclusionThe enforcement of centralized procurement policies for drugs and consumables has effectively managed to reduce hospitalization costs for patients undergoing PCI surgery due to coronary heart disease, thereby easing the financial burden on patients. However, changes in consumable costs and average medical service fees were relatively modest. Going forward, it is essential to refine the centralized procurement policy concerning consumables, improve the compensation mechanism for medical service pricing, and enhance the overall value proposition of medical services.

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  • Analysis of gene mutation in a Chinese family with low penetrance retinoblastoma

    ObjectiveTo identify the pathogenic mutation in a three generation Chinese family with low penetrance retinoblastoma (RB). Methods8 from 9 family members received complete ophthalmic examinations. DNA was extracted from 6 family members. Using exon combined target region capture sequencing chip to screen the candidate disease-causing mutations. Sanger sequencing were used to confirm the disease-causing mutation. ResultsAmong 9 family members, the proband (Ⅲ2) was bilateral RB, Ⅲ1 was unilateral RB, Ⅲ3 was dead for bilateral RB. Normal fundus were observed in the left eye ofⅢ1 and the eyes of other family members except the proband. Sequence analysis of RB1 gene revealed a missense mutation c.1981C > T (p.Arg661Trp) in the proband and two carriers (Ⅱ2, Ⅱ3), but not in the two normal subjects (Ⅱ1, Ⅱ4). We suspect that the RB penetrance in the family was 50%. ConclusionsThere is a missense mutation c.1981C > T in a Chinese family with low penetrance RB. The RB penetrance is 50%.

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  • Cloning of rat RDS/peripherin gene

    Objective Molecular cloning of rat retinal degeneration slow(RDS)gene cDNA. Methods Using PolyA+RNA from retina of SD rat as template,a 1555bp positive cDNA band was obtained by RT-PCR and subcloned into pBluescriptⅡKS(+) vector.The cloned fragment was analyzed with restriction endonucleases and sequencing. Results It had been proved that the cloned fragment was rat RDS/peripherin cDNA.Except for the substitute of A1242G and CA1409-1411CCA,the other sequences corresponded to that reported by Begy. Conclusion Rat RDS/peripherin cDNA was obtained.Researches on function of rat RDS/peripherin gene and its role in retinal degeneration are under way. (Chin J Ocul Fundus Dis,1999,15:97-99)

    Release date:2016-09-02 06:07 Export PDF Favorites Scan
  • Comparison of hospitalization expenses for identical diseases between traditional Chinese medicine and Western medicine hospitals based on interrupted time-series analysis

    ObjectiveIn light of the comprehensively implemented reform of medical insurance payments, this study analyzed the impact of the payment intervention and COVID-19 pandemic on hospitalization expenses for identical diseases between traditional Chinese medicine (TCM) and Western medicine hospitals, to provide evidence to promote high-quality coordinated development of hospitals and insurance while reducing patient load. MethodsFrom January 2014 to December 2020, we gathered data including 9 900 individual medical records of woman-related malignant tumors (WMT) from all 23 public hospitals in a district of Shanghai. We developed an interrupted time-series analysis model based on the above two interventions, to compare the inpatient average per-time expenses between different hospitals and different groups. ResultsThe average per-time expenses of WMT in Western hospitals changed from rising to declining after the policy intervention, and increased again during the pandemic. In TCM hospitals, the expenses continued to increase and fluctuated after the pandemic. ConclusionThe policy intervention has achieved a good effect on controlling the cost of Western hospitals, rather than the significant increase in TCM hospitals. Meanwhile, the COVID-19 pandemic has had a significant impact on hospitalization expenses. It’s urgent to develop a payment model that fits the development and characteristics of TCM, to control the unreasonable growth of expenses. Moreover, the financial compensation methods and supervision mechanism of public hospitals should be improved to effectively resist the threat of public health emergencies for the development of hospitals and the legitimate rights of patients.

    Release date:2023-03-16 01:05 Export PDF Favorites Scan
  • A novel FZD4 mutation p.E160K causes familial exudative vitreoretinopathy

    ObjectiveTo reveal the pathogenic mutation in a three-generation Chinese family with autosomal dominant familial exudative vitreoretinopathy (FEVR). MethodsThree patients and a healthy spouse from the index family with FEVR were recruited. The proband was a 5 years old boy. His mother and grandpa were presented with typical FEVR presentations, while his father with normal ocular fundus. DNA was extracted from peripheral blood samples taken from all four participants. All coding and exon-intron boundary regions of five targeted genes, including NDP, FZD4, LRP5, TSPAN12 and ZNF408 were amplified with polymerase chain reaction and sequenced using direct sequencing. In silico analyses were applied to determine the conservation of the mutation site, pathogenic effect and the potential protein crystal structural changes caused by the mutation. ResultsFZD4 c.478G > A, a susceptible mutation was found after four high frequency mutation sites which MAF values were higher than 0.001 was filtered among 5 single nucleotide variations detected in four participants, leading to the residue 160 changing from glutamate to lysine (p.E160K). Co-segregation analysis between genotypes and phenotypes revealed FZD4 p.E160K as the disease-causing mutation for this family. Conservational analysis suggested that this mutation site was highly conserved among all tested species. Functional analysis predicated that this mutation may be a damaging mutation. Crystal structural analysis also indicated that this mutation could lead to the elimination of the hydrogen bond between residue 160 and asparagine at residue 152, thus altering the tertiary structure of the protein and further impairing the protein function. ConclusionOur study demonstrates FZD4 p.E160K as a novel pathogenic mutation for FEVR.

    Release date:2016-11-25 01:11 Export PDF Favorites Scan
  • Interrupted time series analysis based on hierarchical data

    Interrupted time series (ITS) analysis is a quasi-experimental design for evaluating the effectiveness of health interventions. By controlling the time trend before the intervention, ITS is often used to estimate the level change and slope change after the intervention. However, the traditional ITS modeling strategy might indicate aggregation bias when the data was collected from different clusters. This study introduced two advanced ITS methods of handling hierarchical data to provide the methodology framework for population-level health intervention evaluation.

    Release date:2023-01-16 02:58 Export PDF Favorites Scan
  • Novel mutations in the USH2A gene in a family affected with Usher syndrome type 2

    ObjectiveTo identify the pathogenic genes and mutations in a family with Usher syndrome type 2.MethodsA three-generation family including 7 individuals was enrolled in this study. There were 2 male patients and 5 unaffected individuals. All participants was underwent related ophthalmologic examination, including best corrected visual acuity, slit-lamp, indirect ophthalmoscopy, electroretinogram (ERG), optical coherence tomography and visual field test. DNA was extracted from 3 ml peripheral venous blood of all participants. A total of 136 hereditary retinal disease target genes were screened and the DNA sequence was performed by Next-generation sequence analysis. Then the suspected mutations compared with databases to identify the suspected mutations, which should be verified with non-affected family members and 100 normal subjects by PCR and Sanger sequence.ResultsThe sequence result showed that 2 patients, the proband and his brother, carried complex heterozygous mutations in the USH2A gene: c.5459T>C (p.M1820T) in exon 27, c.802G>A (p.G268R) in exon 5 and c.1190T>A (p.I397K) in exon 7. The c.5459T>C and c.1190T>A mutations in USH2A have not been reported in the literature and database. Although their mother carried c.5459T>C (p.M1820T) and c.802G>A (p.G268R), and their father carried c.1190T>A (p.I397K) heterozygous mutations, the parents did not present phenotype. These mutations were not detected in other normal family members. The result was supported by co-segregation analysis.ConclusionThe heterozygous mutations c.5459T>C (p.M1820T), c.1190T>A (p.I397K) and c.802G>A (p.G268R) in USH2A gene cause Usher syndrome in this family.

    Release date:2018-05-18 06:38 Export PDF Favorites Scan
  • 抗人视网膜母细胞瘤单克隆抗体轻链可变区基因克隆、测序

    Release date:2016-09-02 06:01 Export PDF Favorites Scan
  • A comparative study of evaluation indicators of different clinical departments before and after the reform of diagnosis-related group payment method under total amount control

    Objective To explore the impact of diagnosis-related group (DRG) payment method reform under total amount control on neurology and neurosurgery departments. Methods The DRG grouping data of the Department of Neurology and the Department of Neurosurgery of Panzhihua Central Hospital from January 2018 to December 2020 were collected, and the mature DRG evaluation indexes in China were selected. Using the interrupt time series analysis method, the DRG-related indexes of the two departments before and after the introduction of the performance appraisal plan in July 2019 were compared, to evaluate the intervention effects on the two departments. Results Both neurology and neurosurgery departments showed a slow downward trend in the overall medical service capacity under the DRG payment. The efficiency of medical services showed a slow upward trend and the consumption of medical expenses showed a slow downward trend in the Department of Neurology, while the efficiency of medical services showed a slow downward trend and the consumption of medical expenses showed a slow upward trend in the Department of Neurosurgery. According to the results of interrupt time series analysis, in the Department of Neurosurgery, the total weight showed a significant downward trend before intervention (β1=−5.526, P=0.003), and the downward trend became sluggish after intervention, with a statistically significant slope difference before and after intervention (β3=4.546, P=0.047); the case-mix index showed a downward trend before intervention (β1=−0.050, P<0.001), and no obvious trend after intervention, with a statistically significant slope difference before and after intervention (β3=0.052, P=0.001); the cost consumption index showed no obvious downward trend before intervention (β1=−0.006, P=0.258), and an upward trend after intervention, with a statistically significant slope difference before and after intervention (β3=0.027, P=0.032). The impact of this assessment plan on the Department of Neurology was not statistically significant (P>0.05), needing further observation. Conclusions The reform of DRG payment method under total amount control has different effects on the evaluation indicators of clinical departments of different natures. It is recommended to implement classified management and assessment for clinical departments of different natures.

    Release date:2023-12-25 11:45 Export PDF Favorites Scan
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