1.Inverse distance weight interpolation method for missing data of PM2.5 spatiotemporal series
Yurou LIANG ; Hongling WU ; Weipeng WANG ; Feng CHENG ; Ping DUAN
Journal of Environmental and Occupational Medicine 2025;42(2):171-178
Background Fine particulate matter (PM2.5) monitoring stations may generate missing data for a certain period of time due to various factors. This data loss will adversely affect air quality assessment and pollution control decision-making. Objective To propose an inverse distance weighted (IDW) spatiotemporal interpolation method based on particle swarm optimization (PSO) to interpolate and fill missing PM2.5 spatiotemporal sequence data and increase interpolation accuracy. Methods An interpolation experiment was designed into two parts. The first part used hourly PM2.5 observational data from four moments on January 1, 2017 in the Yangtze River Delta region. The second part employed daily PM2.5 observational data from the first 10 d of January 2017 in the Beijing-Tianjin-Hebei region. Interpolation accuracy was evaluated using four metrics: root mean square error (RMSE), mean absolute error (MAE), mean absolute percentage error (MAPE), and mean relative error (MRE). Results IDW spatiotemporal interpolation method optimized with PSO significantly improved the accuracy of filling missing PM2.5 spatiotemporal sequence data. In the hourly-scale experiment conducted in the Yangtze River Delta region, compared to a distance index of 2, the accuracy metrics RMSE, MAE, MAPE, and MRE generated by the proposed method improved on average by 0.17 μg·m−3, 0.27 μg·m−3, 0.17%, and 0.01%, respectively. The PM2.5 spatial field maps generated for four moments based on this method clearly illustrated the spatiotemporal distribution characteristics of hourly PM2.5 concentrations in the Yangtze River Delta region. In the daily-scale experiment conducted in the Beijing-Tianjin-Hebei region, the PSO-optimized distance index outperformed the traditional method, with interpolation accuracy improvements of approximately 0.215 μg·m−3, 0.283 μg·m−3, 0.174%, and 0.014%, respectively. Furthermore, the seasonal PM2.5 spatial field maps generated by this method revealed the spatiotemporal distribution characteristics of PM2.5 concentrations in the Beijing-Tianjin-Hebei region across different seasons, further validating the effectiveness and applicability of this method. Conclusion The IDW spatiotemporal interpolation method optimized with PSO is highly accurate and reliable for interpolating the missing data in the Yangtze River Delta region and the Beijing-Tianjin-Hebei region, providing valuable insights for air pollution control and public health protection.
2.Correlation of KRAS Gene 3'UTR Polymorphisms with Cervical Cancer and Cervical Intraepithelial Neoplasia in Chinese Han Population in Yunnan Province
Ni GUO ; Cheng ZHANG ; Chao HONG ; Weipeng LIU ; Yufeng YAO ; Zhiling YAN
Journal of Kunming Medical University 2024;45(2):14-22
Objective To investigate the correlation between rs712 and rs7973450 located at the 3'UTR region of the KRAS gene and the risk of cervical cancer(CC)and cervical intraepithelial neoplasia(CIN)in Chinese Han population in Yunnan province.Methods A total of 2405 individuals(461 subjects with CIN,961 subjects with CC and 983 healthy controls)were enrolled.The SNPs were genotyped used TaqMan assay and the correlation of these SNPs with CIN and CC was analyzed.Results The A allele of rs7973450 might be a protective factor for the occurrence of CIN(P = 0.004,OR= 0.651,95%CI 0.487~0.871)and CC(P = 7.00×10-4,OR= 0.667,95%CI 0.529~0.844).There was no significant difference in allelic and genotypic distribution of rs712 among CIN,CC and Control groups(P>0.017).The haplotype assay showed thatrs712A-rs7973450G was associated with increased risk of CIN(P = 4.00×10-4;OR= 1.714,95%CI 1.269~2.314)and CC(P = 3.84×10-5,OR= 1.667,95%CI 1.305~2.131).While haplotype rs712A-rs7973450A was associated with a lower risk of CC(P = 0.012,OR= 0.790,95%CI 0.658~0.950).Conclusion The A allele of rs7973450 in 3'UTR of KRAS gene might be the protective factor for the occurrence of CIN and CC in a Chinese Han population in Yunnan province.
3.The therapeutic effect and neurological function impact of dual microcatheter technology in patients with intracranial wide neck aneurysms
Xiuyao MA ; Chao REN ; Bin LIU ; Weipeng CHENG ; Ping HU ; Lei DING ; Xiao ZHOU ; Pengkun FAN
Journal of Clinical Surgery 2024;32(9):915-917
Objective To explore the therapeutic effect of dual microcatheter technology on patients with intracranial wide necked aneurysms and its impact on their neurological function.Method This article adopts a prospective randomized controlled study,collect clinical data of 55 patients with intracranial wide neck aneurysms from the First People's Hospital of Suzhou City from March 2017 to March 2022.According to different treatment methods,divided treatment group 28 cases and control group 27 cases.The control group patients received stent assisted therapy,while the treatment group patients received dual microcatheter intervention therapy.Compare efficacy and complications two groups;changes in NIHSS score and ADL score before and 6 months after surgery;Postoperative prognosis at 6 months.Result The total effective rate of the treatment group was 100.00%,while the total effective rate of the control group was 96.30%;two groups of patients with intracranial wide necked aneurysms treatment efficacy no significant difference(P>0.05).The treatment group complications in patients with intracranial wide necked aneurysms(7.14%)less control group(33.33%)(P<0.05).The two groups NIHSS score of patients with intracranial wide necked aneurysms lower before surgery at 6 months after surgery,while the ADL score higher before surgery(P<0.05);the treatment group NIHSS score of patients with intracranial wide necked aneurysms(8.76±0.87)score lower control group(9.82±0.96)score after 6 months of treatment,while the ADL score(57.82±5.43)score higher control group(64.52±5.16)score(P<0.05).There was no significant difference in mRS Scores between the two groups(P>0.05).Conclusion The dual microcatheter technology has a good therapeutic effect on IWNA patients,can reduce the occurrence of complications,improve patient neurological function.
4.Prognostic factors analysis of YL-1 type hard channel trepanation and drainage combined with stereotactic therapy for hypertensive intracerebral hemorrhage
Bin LIU ; Lei DING ; Weipeng CHENG ; Pengkun FAN ; Yan WANG ; Bing ZHANG ; Chao REN ; Xiuyao MA
Journal of Clinical Surgery 2024;32(11):1142-1146
Objective To explore the clinical efficacy and prognostic factors of YL-1 type hard channel trepanation and drainage combined with stereotactic treatment for hypertensive intracerebral hemorrhage.Methods A retrospective study was conducted on 110 patients with hypertensive intracerebral hemorrhage at the Cerebrovascular Disease Center of the First People's Hospital of Suzhou from August 2019 to October 2022.The observation group(55 cases)received YL-1 type hard channel drilling and drainage combined with stereotactic treatment,while the control group(55 cases)received simple YL-1 type hard channel drilling and drainage.The perioperative indicators,neurological damage,and prognosis of the two groups of patients were compared;Using multiple Logistic regression analysis to identify the prognostic factors affecting patients.Results The perioperative indicators,neurological damage,and prognosis of the observation group were better than those of the control group(P<0.05);The admission NIHSS score(OR=2.504,P<0.05),simple minimally invasive drilling and drainage(OR=1.881,P<0.05),disease duration>24 hours(OR=2.782,P<0.001),and ventricular rupture(OR=2.252,P<0.05)are risk factors for poor prognosis in patients.Conclusion The prolongation of the patient's disease course,ventricular rupture,and severe neurological damage are associated with poor prognosis.Combining stereotactic minimally invasive surgery has a positive significance for improving the prognosis of patients with cerebral hemorrhage.
5.Clinical progress of inflatable video-assisted mediastinoscopic transhiatal esophagectomy
Shangqi SONG ; Yang HU ; Yuyang XU ; Zheng LIU ; Weipeng HU ; Longqi CHENG ; Yong YUAN
Chinese Journal of Digestive Surgery 2023;22(4):474-480
Surgery is an important method for the treatment of resectable esophageal cancer. With the continuous development of minimally invasive esophageal technology, video-assisted thoracoscopic esophagectomy (VATE) has demonstrated obvious advantages over conventional open surgery and has been widely accepted. However, there are still some esophageal cancer patients who cannot benefit from VATE. Inflatable video-assisted mediastinoscopic transhiatal esophagectomy(IVMTE) does not require one-lung ventilation, reduces postoperative complications, expands surgical indications, and brings surgical opportunities for patients with impaired lung function and thoracic lesions, which has become a new choice for the treatment of esophageal cancer. However, the limited field of surgical view and the tunneling surgical approach undoubtedly increase the difficulty of surgery, and how to clearly expose the anatomical structures and thoroughly dissect the lymph nodes has always been the key points and difficulties of surgery. The authors review relevant literatures to discuss the clinical progress and limitations of IVMTE.
6.Retrospective Electrocardiography-Gated Real-Time Cardiac Cine MRI at 3T: Comparison with Conventional Segmented Cine MRI.
Chen CUI ; Gang YIN ; Minjie LU ; Xiuyu CHEN ; Sainan CHENG ; Lu LI ; Weipeng YAN ; Yanyan SONG ; Sanjay PRASAD ; Yan ZHANG ; Shihua ZHAO
Korean Journal of Radiology 2019;20(1):114-125
OBJECTIVE: Segmented cardiac cine magnetic resonance imaging (MRI) is the gold standard for cardiac ventricular volumetric assessment. In patients with difficulty in breath-holding or arrhythmia, this technique may generate images with inadequate quality for diagnosis. Real-time cardiac cine MRI has been developed to address this limitation. We aimed to assess the performance of retrospective electrocardiography-gated real-time cine MRI at 3T for left ventricular (LV) volume and mass measurement. MATERIALS AND METHODS: Fifty-one patients were consecutively enrolled. A series of short-axis cine images covering the entire left ventricle using both segmented and real-time balanced steady-state free precession cardiac cine MRI were obtained. End-diastolic volume (EDV), end-systolic volume (ESV), stroke volume (SV), ejection fraction (EF), and LV mass were measured. The agreement and correlation of the parameters were assessed. Additionally, image quality was evaluated using European CMR Registry (Euro-CMR) score and structure visibility rating. RESULTS: In patients without difficulty in breath-holding or arrhythmia, no significant difference was found in Euro-CMR score between the two techniques (0.3 ± 0.7 vs. 0.3 ± 0.5, p > 0.05). Good agreements and correlations were found between the techniques for measuring EDV, ESV, EF, SV, and LV mass. In patients with difficulty in breath-holding or arrhythmia, segmented cine MRI had a significant higher Euro-CMR score (2.3 ± 1.2 vs. 0.4 ± 0.5, p < 0.001). CONCLUSION: Real-time cine MRI at 3T allowed the assessment of LV volume with high accuracy and showed a significantly better image quality compared to that of segmented cine MRI in patients with difficulty in breath-holding and arrhythmia.
Arrhythmias, Cardiac
;
Diagnosis
;
Heart Ventricles
;
Humans
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Magnetic Resonance Imaging
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Magnetic Resonance Imaging, Cine*
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Retrospective Studies*
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Stroke Volume
7.Surgical techniques and short-term outcomes of transvesical robot assisted radical prostatectomy
Xiaochen ZHOU ; Bin FU ; Cheng ZHANG ; Weipeng LIU ; Ju GUO ; Gongxian WANG
Chinese Journal of Urology 2019;40(2):127-131
Objective To introduce the technique and report our initial experience of transvesical robot assisted radical prostatectomy (TvRARP).Methods From April 2018 to August 2018,10 patients underwent TvRARP performed by a single surgical team were retrospectively reviewed.Preoperative data of patients [aged (58.6 ± 9.4) years,BMI (26.5 ± 3.1) kg/m2,tPSA (19.5 ± 4.1) ng/ml,biopsy Gleason score 6(6-7),prostate volume (33.4 ± 15.8) ml and IIEF-5 score 12 (10-16)] were collected.Preoperative study revealed 8 cases of cT1c,1 case of cT2a and 1 case of cT2b.All patients were continent preoperatively.During the surgical procedure,the bladder was opened,and a circumferential incision was then made around the internal urethral orifice.Initially,posterior dissection of bilateral vas deferens and seminal vesicles was performed,followed by posterior dissection towards apex.Lateral dissection of neurovascular bundles was performed before anterior dissection towards apex.The exposed urethra was transected and specimen was removed.Vesicourethral anastomosis and closure of bladder was performed in a standard way.Results All 10 cases were successfully performed robotically without conversion,transfusion or other major intraoperative or postoperative complications.Postoperative pathology confirmed 6 cases of pT2a,3 cases of pT2b and 1 case of pT2c [median Gleason score 6 (6-7)].One case was reported positive surgical margin.Operative time was (140.5 ± 35.5) mins.Estimated blood loss was (65.5 ± 35.5) ml.Urethral catheter was removed at 7 days postoperatively.Nine patients achieved urinary continence (0 pads) immediately after the removal of urinary catheter,while 1 patient returned to full continence at 2 weeks postoperatively.During a mean follow-up of 3 months (2-4 months),no biochemical recurrence was detected (tPSA < 0.2 ng/ml).At 2 months postoperatively,IIEF-5 score was 11 (8-13) and no statistically difference was made compared with preoperative data (p > 0.05).Conclusions Transvesical approach is a valid alternative of RARP in patients bearing localized low-risk prostate cancer.Tumor control and preservation of erectile function remains to be determined by long term follow-up.
8. Impact of hypertensive disorder complicating pregnancy on neonatal mortality and major complications in preterm infants
Meiyu WANG ; Xiangyong KONG ; Zhichun FENG ; Fengdan XU ; Hongyan LYU ; Lihong YANG ; Sujing WU ; Rong JU ; Jin WANG ; Li PENG ; Zhankui LI ; Xiaolin ZHAO ; Shujuan ZENG ; Huixian QIU ; Weixi WEN ; Hui WU ; Ying LI ; Nan LI ; Xuefeng ZHANG ; Wenzheng JIA ; Guo GUO ; Weipeng LIU ; Feng WANG ; Gaimei LI ; Fang LIU ; Wei LI ; Xiao-ying ZHAO ; Hongbin CHENG ; Yunbo XU ; Wenchao CHEN ; Huan YIN ; Yanjie DING ; Xiaoliang WANG ; Ruiyan SHAN ; Ping XU ; Meiying HAN ; Chunyan YANG ; Tieqiang CHEN ; Xiaomei TONG ; Shaojun LIU ; Ziyuan LIU
Chinese Journal of Applied Clinical Pediatrics 2018;33(14):1065-1070
Objective:
To investigate the effect of hypertensive disorder complicating pregnancy (HDCP) on the mortality and early complications of premature infants.
Methods:
The general clinical data of preterm infants with gestational age 24-36+ 6 weeks were collected from the cooperative units in the task group from January 1, 2013 to December 31, 2014.According to the severity of HDCP, the infants were divided into 4 groups: HDCP group, preeclampsia group, eclampsia group and non HDCP group, the mortality and major complications of preterm infants were compared, and the influencing factors were analyzed.
Results:
The mortality rate of preterm in the HDCP group was significantly higher than that of non HDCP group, and there was statistical significance (
9.A comparative study of Retzius-sparing technique with veil of Aphrodite technique nerve sparing robotic-assisted laparoscopic radical prostatectomy
Xiaochen ZHOU ; Bin FU ; Weipeng LIU ; Cheng ZHANG ; Ju GUO ; Enjun LEI ; Gongxian WANG
Chinese Journal of Urology 2017;38(6):428-432
Objective To introduce the technique and report our initial experience of Retziussparing robotic-assisted laparoscopic radical prostatectomy (RALP) and compare perioperative outcomes with the standard veil of Aphrodite technique (Veil technique).Methods nineteen Retzius-sparing RALP and 20 Veil nerve sparing RALP with posterior reconstruction for T1c to T2c prostate cancer performed by a single surgical team between 2015 January and 2016 December were retrospectively reviewed.Preoperative data of patients in Retzius-sparing group [patient age (66.3 ± 5.9) years,BMI (25.5 ± 3.1) kg/m2,tPSA (16.4 ± 5.0) ng/ml,biopsy Gleason score 6 (5-7),prostate volume (32.7 ± 7.4) ml and IIEF-5 score 14(5-18)] and Veil group[patient age (64.6 ±7.3) years,BMI (25.5 ±2.0) kg/m2,tPSA (18.5 ± 11.0) ng/ml,biopsy Gleason score 7(5-8),prostate volume (31.4± 10.8)ml and IIEF-5 score 15(6-19)].No significant difference was found between the two group in the above parameters (all P > 0.05).All patients were continent preoperatively.Retzius-sparing RALP and Veil nerve sparing RALP were performed via transperitoneal RALP.Operative time,estimated blood loss,postoperative hospital stay,postoperative staging,postoperative Gleason score,return of urinary continence and postoperative IIEF-5 score of the two groups were statistically analyzed.Results All 39 cases were successfully performed robotically without conversion,transfusion or other major intraoperative and postoperative complications.Postoperative pathology confirmed pT2a 5 cases,pT2b 8 cases and pT2c 6 cases in Retzius-sparing group and pT2a 7 cases,pT2b 5 cases and pT2c 8 cases in Veil group (all P > 0.05).For Retzius group,operative time was (106.5 ± 26.4) min and estimated blood loss was (48.9 ± 20.2) ml;for Veil group,operative time was (93.2± 20.8) min and estimated blood loss was (42.5 ± 16.8) ml.No significant difference was found in the above parameters (all P > 0.05).Urethral catheter was removed at postoperative 7-day (Retzius-sparing group) and 21-day (Veil group),respectively.18 patients in Retzius-sparing group achieved urinary continence (0 pads) immediately after the removal of urinary catheter,while 1 patient returned to full continence in 2 weeks postoperatively.Patients in Veil group returned to continence (6.8 ± 3.6) weeks postoperatively (P < 0.001).At 3-month follow up,IIEF-5 score was 14 (4-16) in Retziussparing group and 14 (4-18) in Veil group;no significant changes was noted in preoperative and postoperative IIEF-5 score in both groups,or in postoperative IIEF-5 scores in the two groups (P > 0.05).No sign of tumor recurrence was appreciated for all cases (tPSA < 0.2 ng/ml) during follow-up of 6 months (3 to 12 months).Conclusions Retzius-sparing RALP and the Veil nerve sparing RALP were both effective for the surgical treatment of localized prostate cancer.Our data revealed no statistical difference in perioperative outcomes between the two approaches,however,the Retzius-sparing technique seemed to yield a better outcome regarding early return to urinary continence postoperatively.
10.Changes of expression of angiogenic factor mRNA in the spinal cord of rat models of protruded intervertebral disc and the effects of electroacupuncture
Weipeng WU ; Wei LI ; Peng CHENG ; Daixun JIANG ; Wu CHEN
Acta Laboratorium Animalis Scientia Sinica 2015;(3):261-266
Objective The purpose of this study was to determine the changes of expression of angiogenic factor mRNA in the spinal cord of rats with protruded intervertebral disc and the effects of electroacupuncture , and to analyze the role of electroacupuncture in the spinal microvascular angiogenesis .Method Eighteen healthy male Sprague-Dawley rats were divided randomly into 3 groups:the electroacupuncture group , model group and sham-operated group .The protruded intervertebral disc models were generated by the left lateral and ventral spinal cord compression at T 13 using a self-made silicon sheet.Only the rats in the first group were treated by electroacupuncture once a day for consecutive 7 days.Spinal cord tissue samples were taken from the compression site at 7 days after operation .The mRNA levels of Ang-1, Tie-1, Ang-2, Tie-2, VEGF, Flt-1, caspase-3 and Tsp-1 were determined by RT-PCR, and the pathological changes of the spinal cord was examined using HE staining .Results The rats in the electroacupuncture treated group showed significantly im-proved hind leg function , a relatively complete spinal cord structure , and a clear boundary between grey and white matters . The expression levels of Ang-1, Ang-2, Tie-1, Tie-2, capase-3 and Tsp-1 in the spinal cord tissues of the model group were significantly higher than those of sham-operated group ( P<0.01 ) , but the levels of VEGF and Flt-1 between those two groups showed no significant difference (P>0.05).The expression levels of Ang-2, Tie-1, Tie-2, caspase-3 and Tsp-1 of the electroacupuncture group were significantly lower than those in the model group (P<0.01), while the expression levels of Ang-1, VEGF and Flt-1 were not significantly different between the two groups (P>0.05).All the indexes be-tween electroacupuncture and sham-operated groups showed no significant difference ( P>0.05 ) .Conclusions Our re-sults demonstrate that mRNA expression of relevant angiogenic factors were abnormal after spinal cord compression , while electroacupuncture can down-regulate the expression of Ang-2, Tie-2,Tsp-1 and caspase-3, and modulate the promoting and inhibiting factors of angiogenesis to return towards normal , therefore , to create beneficial conditions for the repair of spinal cord injuries .

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