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.Saikosaponin a alleviates pentylenetetrazol-induced acute epileptic seizures in mouse models of depression by suppressing microglia activation-mediated inflammation
Yifan XIONG ; Xiaoshan LIANG ; Xiaotao LIANG ; Weipeng LI ; Yixiao QIAN ; Wei XIE
Journal of Southern Medical University 2024;44(3):515-522
Objective To explore the inhibitory effect of saikosonin a(SSa)on pentylenetetrazol-induced acute epilepsy seizures in a mouse model of depression and explore the mechanism mediating this effect.Methods Male C57BL/6J mouse models of depression was established by oral administration of corticosterone via drinking water for 3 weeks,and acute epileptic seizures were induced by intraperitoneal injection of a single dose of pentylenetetrazole.The effect of intraperitoneal injection of SSa prior to the treatment on depressive symptoms and epileptic seizures were assessed using behavioral tests,epileptic seizure grading and hippocampal morphology observation.ELISA was used to detect blood corticosterone levels of the mice,and RT-qPCR was performed to detect the pro-and anti-inflammatory factors.Microglia activation in the mice was observed using immunofluorescence staining.Results The mouse model of corticosterone-induced depression showed body weight loss and obvious depressive behaviors with significantly increased serum corticosterone level(all P<0.05).Compared with those with pentylenetetrazole-induced epilepsy alone,the epileptic mice with comorbid depression showed significantly shorter latency of epileptic seizures,increased number,grade and duration of of seizures,reduced Nissl bodies in hippocampal CA1 and CA3 neurons,increased number of Iba1-positive cells,and significantly enhanced hippocampal expressions of IL-1β,IL-10,TNF-α and IFN-γ.Pretreatment of the epileptic mice with SSa significantly prolonged the latency of epileptic seizures,reduced the number,duration,and severity of seizures,increased the number of Nissl bodies,decreased the number of Iba1-positive cells,and reduced the expression levels of IL-1β,IL-10,TNF-α,and IFN-γ in the hippocampus(P<0.05).Conclusion Depressive state aggravates epileptic seizures,increases microglia activation,and elevates inflammation levels.SSA treatment can alleviate acute epileptic seizures in mouse models of depression possibly by suppressing microglia activation-mediated inflammation.
3.Saikosaponin a alleviates pentylenetetrazol-induced acute epileptic seizures in mouse models of depression by suppressing microglia activation-mediated inflammation
Yifan XIONG ; Xiaoshan LIANG ; Xiaotao LIANG ; Weipeng LI ; Yixiao QIAN ; Wei XIE
Journal of Southern Medical University 2024;44(3):515-522
Objective To explore the inhibitory effect of saikosonin a(SSa)on pentylenetetrazol-induced acute epilepsy seizures in a mouse model of depression and explore the mechanism mediating this effect.Methods Male C57BL/6J mouse models of depression was established by oral administration of corticosterone via drinking water for 3 weeks,and acute epileptic seizures were induced by intraperitoneal injection of a single dose of pentylenetetrazole.The effect of intraperitoneal injection of SSa prior to the treatment on depressive symptoms and epileptic seizures were assessed using behavioral tests,epileptic seizure grading and hippocampal morphology observation.ELISA was used to detect blood corticosterone levels of the mice,and RT-qPCR was performed to detect the pro-and anti-inflammatory factors.Microglia activation in the mice was observed using immunofluorescence staining.Results The mouse model of corticosterone-induced depression showed body weight loss and obvious depressive behaviors with significantly increased serum corticosterone level(all P<0.05).Compared with those with pentylenetetrazole-induced epilepsy alone,the epileptic mice with comorbid depression showed significantly shorter latency of epileptic seizures,increased number,grade and duration of of seizures,reduced Nissl bodies in hippocampal CA1 and CA3 neurons,increased number of Iba1-positive cells,and significantly enhanced hippocampal expressions of IL-1β,IL-10,TNF-α and IFN-γ.Pretreatment of the epileptic mice with SSa significantly prolonged the latency of epileptic seizures,reduced the number,duration,and severity of seizures,increased the number of Nissl bodies,decreased the number of Iba1-positive cells,and reduced the expression levels of IL-1β,IL-10,TNF-α,and IFN-γ in the hippocampus(P<0.05).Conclusion Depressive state aggravates epileptic seizures,increases microglia activation,and elevates inflammation levels.SSA treatment can alleviate acute epileptic seizures in mouse models of depression possibly by suppressing microglia activation-mediated inflammation.
4.Preliminary experience of neoadjuvant immunochemotherapy in resectable non-small cell lung cancer
Zhenrong ZHANG ; Weipeng SHAO ; Hongxiang FENG ; Bei WANG ; Chaoyang LIANG ; Deruo LIU
Chinese Journal of Thoracic and Cardiovascular Surgery 2022;38(11):641-645
Objective:The study aimed was to explore the safety and efficacy of neoadjuvant immunochemotherapy for non-small cell lung cancer (NSCLC).Methods:We retrospectively collected data of all patients who received neoadjuvant immunochemotherapy and chemotherapy for NSCLC followed by surgery in our unit between January 2019 to September 2021.Results:Forty-four patients were diagnosed with NSCLC in a stageⅠ(2 cases), ⅡA(7 cases), ⅡB(11 cases), ⅢA (15 cases), ⅢB (1 case). The average age was 63 years old(range 44-71 years old). Squamous cell carcinoma accounted for 65.91% of all patients. Central lung cancer accounted for the vast majority, with 39 patients (88.64%). There were 19 cases in the neoadjuvant immunochemotherapy group and 25 cases in the neoadjuvant chemotherapy group; the average interval between the end of neoadjuvant therapy and the day of operation was 34 days, including( 33.74±10.66 )days in the immunochemotherapy group and (33.88±11.9) days in the chemotherapy group, and there was no significant difference between the two groups. No grade 3 or more adverse events occurred in all patients. There were 13 cases (63.16%) reached PR (partial response)+ CR (complete response) according to the Response Evaluation Criteria in Solid Tumors (RECIST v. 1.1) in the neoadjuvant immunity group and 11 cases (44.00%) in the neoadjuvant chemotherapy group. There was no significant difference between the two groups. In the neoadjuvant immunochemotherapy group, 9 cases (47.37%) achieved down-staging, In the neoadjuvant chemotherapy group, 8 cases (32.00%) achieved down-staging, there was no significant difference between the two groups. Seven patients (36.84%) in neoadjuvant immunochemotherapy group showed pCR (pathologic complete remission), but there were no patients who reached pCR in the neoadjuvant chemotherapy group., the difference was statistically significant ( P=0.001). Four patients (21.05%) in the neoadjuvant immunochemotherapy group reached mPR (major pathologic response), 6 patients (24.00%) in the neoadjuvant chemotherapy group reached mPR, and the difference was no statistically significant( P= 0.817). Conclusion:The safety of neoadjuvant immunochemotherapy was satisfactory; Compared with neoadjuvant chemotherapy, neoadjuvant immunochemotherapy did not increase the preoperative grade 3 adverse events and prolong the waiting time before operation; neoadjuvant immunochemotherapy had obvious advantages in pCR, which provided the possibility for the cure of tumor.
5.The predictive value of stair climbing test combined with arterial blood gas analysis on postoperative complications in lung cancer patients with limited pulmonary function
Fei XIAO ; Weipeng SHAO ; Yang HAO ; Yu HAN ; Huajie XING ; Zhenrong ZHANG ; Chaoyang LIANG ; Deruo LIU
Chinese Journal of Thoracic and Cardiovascular Surgery 2021;37(12):745-749
Objective:To evaluate the predictive value of stair climbing test combined with arterial blood gas analysis on postoperative complications in lung cancer patients with limited pulmonary function.Methods:A total of 1 231 hospitalized lung cancer patients with limited pulmonary function dating from August 2012 to August 2020 were retrospectively reviewed. Included in the cohort were 766 of patients who underwent stair climbing test(SCT) preoperatively and completed data collection. Patients were grouped according to their general condition, past medical history, surgical approach, pulmonary function test(PFT) and SCT results. Comparison of the postoperative cardiopulmonary complication rates were made between different groups, and independent risk factors were identified.Results:A total of 182 cardiopulmonary-related complications occurred in 144 cases, accounting for 18.8% of the entire cohort. Perioperative mortality rate was 0.9%(7/766). The rate of postoperative cardiopulmonary complications was significantly different between the groups stratified by gender, age, smoking index, PFT index(FEV1%, DLCO%), SCT results(height achieved, speed, changes in heart rate and oxygen saturation of the arteries before and after the test), ASA score, surgical approach(VATS/Open), resection range(Lobectomy/Sublobectomy), anesthetic duration, blood loss volume, etc. Logistic regression analysis showed that only height achieved( P<0.001), changes in heart rate( P<0.001), changes in oxygen saturation of the arteries( P=0.001), resection range( P=0.006) and anesthetic duration( P=0.025) were independent risk factors for cardiopulmonary-related complications in lung cancer patients with limited pulmonary function. Conclusion:The stair climbing test combined with arterial blood gas analysis could be used as a preoperative screening method for lung cancer patients with limited lung function and may have a predictive value for postoperative cardiopulmonary-related complications.
6.Comparison of postoperative bowel function between patients undergoing transanal and laparoscopic total mesorectal excision.
Ruoxu DOU ; Weipeng SUN ; Shuangling LUO ; Yujie HOU ; Chi ZHANG ; Liang KANG
Chinese Journal of Gastrointestinal Surgery 2019;22(3):246-254
OBJECTIVE:
To compare the effects of transanal total mesorectal excision (taTME) and laparoscopic total mesorectal excision (laparoscopic TME) on patients' postoperative long-term bowel function.
METHODS:
A retrospective cohort study was used in this study. We analyzed the clinical data of 134 patients with locally advanced mid-low rectal cancer, who underwent transanal TME or laparoscopic TME in the TaLaR randomized controlled trial at the Sixth Affiliated Hospital, Sun Yat-sen University from April 2016 to November 2017. Inclusion criteria included age of 18 to 80 years old, distance from tumor low margin to anal edge ≤10 cm, preoperative staging of T1-3NxM0, and single rectal adenocarcinoma. Exclusion criteria included local recurrence, distant metastases, abdominoperineal resection, unreduced stoma, new stoma, less than 1 year after protectomy or stoma reduction, or preoperative poor anal function or incontinence. Patients were divided into taTME group and laparoscopic TME group. The taTME group received hybrid transanal and transabdominal approach performed simultaneously. The effects of surgical procedures on postoperative bowel function were evaluated with LARS (low anterior resection syndrome) scale, where 0-20 was defined as " no LARS" , 21-29 as " minor LARS" , and 30-42 as " major LARS" . Univariate and multivariate logistic regression analyses were performed to determine the risk factors associated with major LARS, with surgical approach as a pre-selected variate.
RESULTS:
A total of 107 patients were included. Of the 54 patients in the taTME group, 35 were male, median age was 57.2 (26.0-77.0) years old, and 22 cases had a tumor less than 5 cm from anal verge. Of the 53 patients in the laparoscopic TME group, 35 were male, median age was 62.0 (33.0-73.0) years old, and 25 cases had a tumor less than 5 cm from anal verge. All baseline clinical data including age, gender, preoperative staging, and tumor height were comparable between the two groups (all P>0.05). All operations in both groups were performed successfully. The operation time, intra-operative blood loss, postoperative anastomotic complication, postoperative hospital stay were comparable between the two groups (all P>0.05), except for a lower diverting stoma rate in the taTME group [37.0% (20/54) vs. 64.2% (34/53), χ²=7.866, P=0.005]. Of the 107 patients, 27 (25.2%) had no LARS, 32 (29.9%) had minor LARS, and 48 (44.9%) had major LARS, after a median follow-up of 17.2 (12.1-30.4) months. No significant difference was found between the two groups in overall bowel function [major LARS: 48.1% (26/54) vs. 41.5% (22/53), Z=-0.994, P=0.320]. Compared with the laparoscopic TME group, the taTME group experienced worse clustering of stools [68.5% (37/54) vs. 45.3% (24/53), Z=-2.354, P=0.019]. However, there were no significant differences between the two groups in terms of gas incontinence, liquid stool incontinence, frequency of defecation, and urgency (all P>0.05). Multivariate analysis identified preoperative radiotherapy (OR=5.073, 95% CI: 1.336 to 19.259, P=0.017) and anastomotic height (OR=3.633, 95% CI: 1.501 to 8.802, P=0.004) as independent risk factors for major LARS, but no impact of taTME on LARS (OR=1.442, 95% CI: 0.638 to 3.261, P=0.379).
CONCLUSIONS
Compared with laparoscopic TME, taTME has similar outcomes of postoperative long-term bowel function. Preoperative radiotherapy and anastomotic height, but not surgical approach, are independent risk factors for postoperative bowel function.
Adult
;
Aged
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Defecation
;
Female
;
Humans
;
Laparoscopy
;
Male
;
Middle Aged
;
Neoplasm Recurrence, Local
;
Postoperative Complications
;
Rectal Neoplasms
;
surgery
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Rectum
;
Retrospective Studies
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Syndrome
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Transanal Endoscopic Surgery
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Young Adult
7.Advantage of D2+ lymph node dissection for distal advanced gastric cancer.
Haibin CUI ; Jingyu DENG ; Han LIANG ; Rupeng ZHANG ; Xuewei DING ; Yuan PAN ; Baogui WANG ; Weipeng WU
Chinese Journal of Gastrointestinal Surgery 2015;18(2):127-130
OBJECTIVETo evaluate the value of D2+ lymph node dissection for patients with distal advanced gastric cancer.
METHODSClinicopathological data of 305 cases with distal advanced gastric cancer receiving D2+(n=68) or D2(n=237) lymph node dissection in the Tianjin Cancer Hospital from January 2003 to December 2007 were analyzed retrospectively. The overall 5-year survival rate between the 2 groups.
RESULTSThe median survival was 36 months and the 5-year overall survival rate was 40.3% in all patients. The 5-year overall survival rates in the D2+ and D2 groups were 50.4% and 37.4% respectively, and the difference was statistically significant(P=0.049). In multivariate prognostic analysis however, the extent of lymph node dissection was not identified as an independent prognostic factor(P=0.174). Subgroup analysis showed that 5-year survival rate of D2+ group was significantly higher as compared to D2 group for the following subgroups: maximum diameter of tumor larger than 4 cm(43.9% vs. 27.0%), Borrmann type III(-IIII((55.5% vs. 30.1%), poorly differentiated and undifferentiated tumor (49.8% vs. 37.0%), T4 stage (47.8% vs. 31.0%), N2 stage (53.3% vs. 13.9%), N3 stage (20.0% vs. 9.6%) and positive No.6 lymph nodes (33.1% vs. 16.0%).
CONCLUSIONCompared with D2 lymph node dissection, D2+ lymph node dissection may benefit some patients with large, poorly differentiated, or late-stage tumor.
Humans ; Lymph Node Excision ; Lymph Nodes ; Lymphatic Metastasis ; Multivariate Analysis ; Neoplasm Staging ; Prognosis ; Retrospective Studies ; Stomach Neoplasms ; Survival Rate
8.Function of miR-19a and miR-92a determined by seed-targeting inhibition in multiple myeloma cells and their signal pathway analysis
Maoxiao FENG ; Chunming GU ; Zhao YIN ; Tianfu LI ; Yuyu ZHAO ; Weipeng LIANG ; Ruirui WANG ; Jia FEI
Chinese Journal of Pathophysiology 2015;(8):1505-1509
AIM:TostudythefunctionofmicroRNA(miR)-19aandmiR-92abyseed-targetinginhibitionin multiple myeloma cells and their signal pathways .METHODS:The experiments were divided into t-antimiR-19a group, t-antimiR-92a group, scramble control group and blank control group .The growth-inhibitory potencies were measured by MTT assay.The ability of cell colony formation was measured by cell colony formation assay .The ability of cell invasion was measured by Transwell experiment .The miR-19a and miR-92a target gene signal pathways were integrated by miRFo-cus software.RESULTS:MTT assay showed that t-antimiR-19a and t-antimiR-92a significantly inhibited the viability of multiple myeloma cells , and the best concentration and time were 0.5μmol/L and 48 h, respectively .The colony number in t-antimiR-19a/92a group was less than that in scramble control group .The transfection with t-antimiR-19a or t-antimiR-92a effectively decreased the cell invasion , as the relative invasion cell number was significantly decreased compared with scramble control group.miR-19a and miR-92a were involved in mTOR signaling, cell cycle and other cancer pathways . CONCLUSION:miR-19a and miR-92a cluster might be a potential target for therapeutic intervention in multiple myelo-ma.
9.Regularity of lymph node metastasis in distal gastric cancer and its clinical significance
Weipeng WU ; Jingyu DENG ; Han LIANG ; Rupeng ZHANG ; Liangliang WU ; Li ZHANG ; Yachao HOU ; Xingming XIE ; Jingli CUI
Chinese Journal of Clinical Oncology 2015;(18):906-911
Objective:The characteristics of lymph node metastasis were investigated to guide the range of lymph node dissection during the radical operation of distal gastric cancer. Methods:The clinical data of 773 patients with distal gastric cancer who under-went radical distal subtotal gastrectomy at the Tianjin Medical University Cancer Institute and Hospital between February 2010 and September 2014 were reviewed and analyzed to infer the potential clinical mechanisms of lymph node metastasis. Results:Among the included patients, 423 (54.72%) had lymph node metastasis. The proportion of metastasis in the patients from the highest to the lowest rate was observed in group NO. 6, 3, 4sb, and 5 lymph nodes. The metastasis rates of the N1 lymph nodes from the highest to the low-est were observed in group NO. 3, 6, 5, and 4d lymph nodes, whereas those of the N2 lymph nodes occurred in group NO. 8a, 7, and 1 lymph nodes. Group NO. 8a lymph node with skipped metastasis was observed in 50.68%of the patients. Conclusion:During radical distal gastric cancer surgery, attention should be given to the possibility of metastasis in group NO. 8a lymph node. Appropriate exten-sion of the lymph node dissection should be conducted when necessary.
10.Advantage of D2+ lymph node dissection for distal advanced gastric cancer
Haibin CUI ; Jingyu DENG ; Han LIANG ; Rupeng ZHANG ; Xuewei DING ; Yuan PAN ; Baogui WANG ; Weipeng WU
Chinese Journal of Gastrointestinal Surgery 2015;(2):127-130
Objective To evaluate the value of D2+ lymph node dissection for patients with distal advanced gastric cancer. Methods Clinicopathological data of 305 cases with distal advanced gastric cancer receiving D2+(n=68) or D2 (n=237) lymph node dissection in the Tianjin Cancer Hospital from January 2003 to December 2007 were analyzed retrospectively. The overall 5-year survival rate between the 2 groups. Results The median survival was 36 months and the 5-year overall survival rate was 40.3% in all patients. The 5-year overall survival rates in the D2+ and D2 groups were 50.4% and 37.4% respectively, and the difference was statistically significant (P =0.049). In multivariate prognostic analysis however, the extent of lymph node dissection was not identified as an independent prognostic factor(P=0.174). Subgroup analysis showed that 5-year survival rate of D2+group was significantly higher as compared to D2 group for the following subgroups: maximum diameter of tumor larger than 4 cm (43.9% vs. 27.0%), Borrmann type Ⅲ-Ⅳ (55.5% vs. 30.1%), poorly differentiated and undifferentiated tumor (49.8% vs. 37.0%), T4 stage (47.8% vs. 31.0%), N2 stage (53.3% vs. 13.9%), N3 stage (20.0% vs. 9.6%) and positive No.6 lymph nodes (33.1% vs. 16.0%). Conclusion Compared with D2 lymph node dissection, D2+ lymph node dissection may benefit some patients with large, poorly differentiated, or late-stage tumor.

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