1.Relationship between physical activity and postoperative delirium in elderly patients undergoing knee or hip arthroplasty
Jian KONG ; Yunfei QIU ; Shanling XU ; Yuanlong WANG ; Shuhui HUA ; Yanan LIN ; Chuan LI ; Rui DONG ; Hongyan GONG ; Xu LIN ; Bin WANG ; Yanlin BI
Chinese Journal of Anesthesiology 2024;44(8):922-926
Objective:To evaluate the relationship between physical activity (PA) and postoperative delirium (POD) in elderly patients undergoing knee or hip arthroplasty.Methods:The study was conducted as part of the Perioperative Neurocognitive Impairment and Biomarkers Lifestyle Cohort, which was a nested case-control study. Medical records from elderly patients undergoing elective knee or hip arthroplasty under spinal-epidural anesthesia at Qingdao Municipal Hospital from August 2022 to August 2023 were collected. The patients were divided into a POD group ( n=89) and a non-POD group ( n=221) based on the occurrence of POD. Peripheral blood samples were collected before surgery, and the cerebrospinal fluid (CSF) 2 ml was extracted after successful puncture under spinal-epidural anesthesia for determination of the concentrations of amyloid-β 42 (Aβ 42), total tau protein (t-tau), and phosphorylated tau protein (p-tau) by enzyme-linked immunosorbent assay. Logistic regression was used to analyze the influencing factors of POD, and the mediation analysis was conducted to examine the mediating role of CSF biomarker in the relationship between PA and POD. Results:Logistic regression analysis showed that the increased concentration of CSF biomarkers Aβ 42 ( OR=0.997, P=0.006), elevated ratio of Aβ 42/t-tau ( OR=0.642, P=0.003), elevated ratio of Aβ 42/p-tau ratio ( OR=0.872, P=0.001) and PA ( OR=0.374, P=0.001) were protective factors for POD, while the elevated concentrations of t-tau ( OR=1.006, P=0.001) and p-tau ( OR=1.030, P=0.011) were risk factors for POD after adjusting for multi-confounders such as hypertension, diabetes, history of drinking, years of education and Mini-Mental State Examination score. The results of the mediation analysis showed that Aβ 42 (20%), t-tau (16%), Aβ 42/t-tau (23%) and Aβ 42/p-tau (28%) played mediating roles in the relationship between PA and POD. Conclusions:PA is a protective factor for POD in elderly patients undergoing knee or hip arthroplasty and CSF biomarkers may play a mediating role in the relationship between PA and POD.
2.To compare the efficacy and incidence of severe hematological adverse events of flumatinib and imatinib in patients newly diagnosed with chronic phase chronic myeloid leukemia.
Xiao Shuai ZHANG ; Bing Cheng LIU ; Xin DU ; Yan Li ZHANG ; Na XU ; Xiao Li LIU ; Wei Ming LI ; Hai LIN ; Rong LIANG ; Chun Yan CHEN ; Jian HUANG ; Yun Fan YANG ; Huan Ling ZHU ; Ling PAN ; Xiao Dong WANG ; Gui Hui LI ; Zhuo Gang LIU ; Yan Qing ZHANG ; Zhen Fang LIU ; Jian Da HU ; Chun Shui LIU ; Fei LI ; Wei YANG ; Li MENG ; Yan Qiu HAN ; Li E LIN ; Zhen Yu ZHAO ; Chuan Qing TU ; Cai Feng ZHENG ; Yan Liang BAI ; Ze Ping ZHOU ; Su Ning CHEN ; Hui Ying QIU ; Li Jie YANG ; Xiu Li SUN ; Hui SUN ; Li ZHOU ; Ze Lin LIU ; Dan Yu WANG ; Jian Xin GUO ; Li Ping PANG ; Qing Shu ZENG ; Xiao Hui SUO ; Wei Hua ZHANG ; Yuan Jun ZHENG ; Qian JIANG
Chinese Journal of Hematology 2023;44(9):728-736
Objective: To analyze and compare therapy responses, outcomes, and incidence of severe hematologic adverse events of flumatinib and imatinib in patients newly diagnosed with chronic phase chronic myeloid leukemia (CML) . Methods: Data of patients with chronic phase CML diagnosed between January 2006 and November 2022 from 76 centers, aged ≥18 years, and received initial flumatinib or imatinib therapy within 6 months after diagnosis in China were retrospectively interrogated. Propensity score matching (PSM) analysis was performed to reduce the bias of the initial TKI selection, and the therapy responses and outcomes of patients receiving initial flumatinib or imatinib therapy were compared. Results: A total of 4 833 adult patients with CML receiving initial imatinib (n=4 380) or flumatinib (n=453) therapy were included in the study. In the imatinib cohort, the median follow-up time was 54 [interquartile range (IQR), 31-85] months, and the 7-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.2%, 88.4%, 78.3%, and 63.0%, respectively. The 7-year FFS, PFS, and OS rates were 71.8%, 93.0%, and 96.9%, respectively. With the median follow-up of 18 (IQR, 13-25) months in the flumatinib cohort, the 2-year cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) were 95.4%, 86.5%, 58.4%, and 46.6%, respectively. The 2-year FFS, PFS, and OS rates were 80.1%, 95.0%, and 99.5%, respectively. The PSM analysis indicated that patients receiving initial flumatinib therapy had significantly higher cumulative incidences of CCyR, MMR, MR(4), and MR(4.5) and higher probabilities of FFS than those receiving the initial imatinib therapy (all P<0.001), whereas the PFS (P=0.230) and OS (P=0.268) were comparable between the two cohorts. The incidence of severe hematologic adverse events (grade≥Ⅲ) was comparable in the two cohorts. Conclusion: Patients receiving initial flumatinib therapy had higher cumulative incidences of therapy responses and higher probability of FFS than those receiving initial imatinib therapy, whereas the incidence of severe hematologic adverse events was comparable between the two cohorts.
Adult
;
Humans
;
Adolescent
;
Imatinib Mesylate/adverse effects*
;
Incidence
;
Antineoplastic Agents/adverse effects*
;
Retrospective Studies
;
Pyrimidines/adverse effects*
;
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy*
;
Treatment Outcome
;
Benzamides/adverse effects*
;
Leukemia, Myeloid, Chronic-Phase/drug therapy*
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Aminopyridines/therapeutic use*
;
Protein Kinase Inhibitors/therapeutic use*
3.A nomogram for preoperative prediction of lymph node metastasis in patients with intrahepatic cholangiocarcinoma based on inflammation-related markers.
Xiao Peng YU ; Jia Lu CHEN ; Yue TANG ; Chen CHEN ; Ying Hong QIU ; Hong WU ; Tian Qiang SONG ; Yu HE ; Xian Hai MAO ; Wen Long ZHAI ; Zhang Jun CHENG ; Xiao LIANG ; Jing Dong LI ; Chuan Dong SUN ; Kai MA ; Rui Xin LIN ; Zhi Min GENG ; Zhao Hui TANG ; Zhi Wei QUAN
Chinese Journal of Surgery 2023;61(4):321-329
Objectives: To construct a nomogram for prediction of intrahepatic cholangiocarcinoma (ICC) lymph node metastasis based on inflammation-related markers,and to conduct its clinical verification. Methods: Clinical and pathological data of 858 ICC patients who underwent radical resection were retrospectively collected at 10 domestic tertiary hospitals in China from January 2010 to December 2018. Among the 508 patients who underwent lymph node dissection,207 cases had complete variable clinical data for constructing the nomogram,including 84 males,123 females,109 patients≥60 years old,98 patients<60 years old and 69 patients were pathologically diagnosed with positive lymph nodes after surgery. Receiver operating characteristic curve was drawn to calculate the accuracy of preoperative imaging examinations to determine lymph node status,and the difference in overall survival time was compared by Log-rank test. Partial regression squares and statistically significant preoperative variables were screened by backward stepwise regression analysis. R software was applied to construct a nomogram,clinical decision curve and clinical influence curve,and Bootstrap method was used for internal verification. Moreover,retrospectively collecting clinical information of 107 ICC patients with intraoperative lymph node dissection admitted to 9 tertiary hospitals in China from January 2019 to June 2021 was for external verification to verify the accuracy of the nomogram. 80 patients with complete clinical data but without lymph node dissection were divided into lymph node metastasis high-risk group and low-risk group according to the score of the nomogram among the 858 patients. Log-rank test was used to compare the overall survival of patients with or without lymph node metastasis diagnosed by pathology. Results: The area under the curve of preoperative imaging examinations for lymph node status assessment of 440 patients was 0.615,with a false negative rate of 62.8% (113/180) and a false positive rate of 14.2% (37/260). The median survival time of 207 patients used to construct a nomogram with positive or negative postoperative pathological lymph node metastases was 18.5 months and 27.1 months,respectively (P<0.05). Five variables related to lymph node metastasis were screened out by backward stepwise regression analysis,which were combined calculi,neutrophil/lymphocyte ratio,albumin,liver capsule invasion and systemic immune inflammation index,according to which a nomogram was constructed with concordance index(C-index) of 0.737 (95%CI: 0.667 to 0.806). The C-index of external verification was 0.674 (95%CI:0.569 to 0.779). The calibration prediction curve was in good agreement with the reference curve. The results of the clinical decision curve showed that when the risk threshold of high lymph node metastasis in the nomogram was set to about 0.32,the maximum net benefit could be obtained by 0.11,and the cost/benefit ratio was 1∶2. The results of clinical influence curve showed that when the risk threshold of high lymph node metastasis in the nomogram was set to about 0.6,the probability of correctly predicting lymph node metastasis could reach more than 90%. There was no significant difference in overall survival time between patients with high/low risk of lymph node metastasis assessed by the nomogram and those with pathologically confirmed lymph node metastasis or without lymph node metastasis (Log-rank test:P=0.082 and 0.510,respectively). Conclusion: The prediction accuracy of preoperative nomogram for ICC lymph node metastasis based on inflammation-related markers is satisfactory,which can be used as a supplementary method for preoperative diagnosis of lymph node metastasis and is helpful for clinicians to make personalized decision of lymph node dissection for patients with ICC.
4.New model of PIRADS and adjusted prostatespecific antigen density of peripheral zone improves the detection rate of initial prostate biopsy: a diagnostic study.
Chen HUANG ; Zong-Qiang CAI ; Feng QIU ; Jin-Xian PU ; Qi-Lin XI ; Xue-Dong WEI ; Xi-Ming WANG ; Xiao-Jun ZHAO ; Lin-Chuan GUO ; Jian-Quan HOU ; Yu-Hua HUANG
Asian Journal of Andrology 2023;25(1):126-131
This study explored a new model of Prostate Imaging Reporting and Data System (PIRADS) and adjusted prostate-specific antigen density of peripheral zone (aPSADPZ) for predicting the occurrence of prostate cancer (PCa) and clinically significant prostate cancer (csPCa). The demographic and clinical characteristics of 853 patients were recorded. Prostate-specific antigen (PSA), PSA density (PSAD), PSAD of peripheral zone (PSADPZ), aPSADPZ, and peripheral zone volume ratio (PZ-ratio) were calculated and subjected to receiver operating characteristic (ROC) curve analysis. The calibration and discrimination abilities of new nomograms were verified with the calibration curve and area under the ROC curve (AUC). The clinical benefits of these models were evaluated by decision curve analysis and clinical impact curves. The AUCs of PSA, PSAD, PSADPZ, aPSADPZ, and PZ-ratio were 0.669, 0.762, 0.659, 0.812, and 0.748 for PCa diagnosis, while 0.713, 0.788, 0.694, 0.828, and 0.735 for csPCa diagnosis, respectively. All nomograms displayed higher net benefit and better overall calibration than the scenarios for predicting the occurrence of PCa or csPCa. The new model significantly improved the diagnostic accuracy of PCa (0.945 vs 0.830, P < 0.01) and csPCa (0.937 vs 0.845, P < 0.01) compared with the base model. In addition, the number of patients with PCa and csPCa predicted by the new model was in good agreement with the actual number of patients with PCa and csPCa in high-risk threshold. This study demonstrates that aPSADPZ has a higher predictive accuracy for PCa diagnosis than the conventional indicators. Combining aPSADPZ with PIRADS can improve PCa diagnosis and avoid unnecessary biopsies.
Male
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Humans
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Prostate/pathology*
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Prostate-Specific Antigen/analysis*
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Prostatic Neoplasms/diagnostic imaging*
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Biopsy
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Nomograms
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Retrospective Studies
5.A comparative study for the efficacies of transaxillary non-inflatable endoscopic surgery versus traditional surgery for papillary thyroid carcinoma.
Xiao Lei CHEN ; Chao LI ; Yu Qiu ZHOU ; Yong Cong CAI ; Yu Dong NING ; Chun Yan SHUI ; Xu WANG ; Zi Xun ZENG ; Gang QIN ; Ming Hua GE ; Chuan Ming ZHENG
Chinese Journal of Otorhinolaryngology Head and Neck Surgery 2023;58(4):351-357
Objective: To compare the efficacies between open surgery and axillary non-inflatable endoscopic surgery in papillary thyroid carcinoma (PTC). Methods: A retrospective analysis was performed on 343 patients with unilateral PTC treated by traditional open surgery (201 cases) and transaxillary non-inflating endoscopic surgery (142 cases) from May 2019 to December 2021 in the Head and Neck Surgery of Sichuan Cancer Hospital. Among them, 97 were males and 246 were females, aged 20-69 years. 1∶1 propensity score matching (PSM) was performed on the enrolled patients, and the basic characteristics, perioperative clinical outcomes, postoperative complications, postoperative quality of life (Thyroid Cancer-Specific Quality of Life), aesthetic satisfaction and other aspects of the two groups were compared after successful matching. SPSS 26.0 software was used for statistical analysis. Results: A total of 190 patients were enrolled after PSM, with 95 cases in open group and 95 cases in endoscopic group. Intraoperative blood losses for endoscopic and open groups were [20 (20) ml vs. 20 (10) ml, M (IQR), Z=-2.22], postoperative drainage volumes [170 (70)ml vs. 101 (55)ml, Z=-7.91], operative time [135 (35)min vs. 95 (35)min, Z=-7.34], hospitalization cost [(28 188.7±2 765.1)yuan vs. (25 643.5±2 610.7)yuan, x¯±s, t=0.73], postoperative hospitalization time [(3.1±0.9)days vs. (2.6±0.9)days, t=-3.24], and drainage tube placement time [(2.5±0.8) days vs. (2.0±1.0)days, t=-4.16], with statistically significant differrences (all P<0.05). There was no significant difference in surgical complications (P>0.05). There were significant diffferences between two groups in the postoperative quality of life scores in neuromuscular, psychological, scar and cold sensation (all P<0.05), while there were no statistically significant differences in other quality of life scores (all P>0.05). In terms of aesthetic satisfaction 6 months after surgery, the endoscopic group was better than the open group, with statistically significant difference (χ2=41.47, P<0.05). Conclusion: Endoscopic thyroidectomy by a gasless unilateral axillary approach is a safe and reliable surgical method, which has remarkable cosmetic effect and can improve the postoperative quality of life of patients compared with the traditional thyroidectomy.
Male
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Female
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Humans
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Thyroid Cancer, Papillary/surgery*
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Retrospective Studies
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Quality of Life
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Thyroid Neoplasms/pathology*
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Endoscopy
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Thyroidectomy/methods*
6.Policy Framework and Methodological System of Inclusive Development of Health Service System and Physical Activity
Fu-bing QIU ; Zhuo-ying QIU ; Guo-xiang WANG ; Yan LU ; Xiu-qi TANG ; Chuan-ping HAO ; Fen QIU ; An-qiao LI ; Yu-dong GENG ; Li-ya YU ; Shi-wei MO ; Hao LIU
Chinese Journal of Rehabilitation Theory and Practice 2021;27(8):881-888
Objective:To explore the theory and methods of integrating sports into modern health service systems. Methods:Based on the theory of World Health Organization modern health service systems and the policy guideline Rehabilitation in Health Service Systems, we analyzed how to promote the integration of sports into modern health service systems in six areas: leadership and governance capacity, financing, health human resources, service delivery, medical technology and health information systems, systematically analyzed the key elements and requirements for integrating physical education and sports into the health service system in the four segments of the health service continuum: prevention, intervention, rehabilitation and health promotion. Results:The goal of building a human-centered, cross-sectoral and multidisciplinary health service system was proposed, requiring the promotion of the integration of medicine and sports, the use of sports intervention as a method of health intervention, the development of service technologies and standards for the integration of sports and health; the training of professionals who master sports intervention and sports rehabilitation, and the development of information systems to promote the development of the integration of sports and health services. Conclusion:Sports is an important mean of health and an important part of modern health services. Starting from the components of the health service system, we can build a theoretical and methodological system for integrating sports into the modern health service system, so as to promote the realization of a health service system covering the whole population and the whole life cycle, achieve the United Nations 2030 Sustainable Development Goal 3: ensure healthy lives and promote well-being for all at all ages; and realize the goals related to "Healthy China".
7.Efficacy and Safety of Teriflunomide in Chinese Patients with Relapsing Forms of Multiple Sclerosis: A Subgroup Analysis of the Phase 3 TOWER Study.
Wei QIU ; De-Hui HUANG ; Shi-Fang HOU ; Mei-Ni ZHANG ; Tao JIN ; Hui-Qing DONG ; Hua PENG ; Chao-Dong ZHANG ; Gang ZHAO ; Yi-Ning HUANG ; Dong ZHOU ; Wei-Ping WU ; Bao-Jun WANG ; Ji-Mei LI ; Xing-Hu ZHANG ; Yan CHENG ; Hai-Feng LI ; Ling LI ; Chuan-Zhen LU ; Xu ZHANG ; Bi-Tao BU ; Wan-Li DONG ; Dong-Sheng FAN ; Xue-Qiang HU ; Xian-Hao XU ; TOWER Trial Chinese Group
Chinese Medical Journal 2018;131(23):2776-2784
Background:
Disease-modifying therapy is the standard treatment for patients with multiple sclerosis (MS) in remission. The primary objective of the current analysis was to assess the efficacy and safety of two teriflunomide doses (7 mg and 14 mg) in the subgroup of Chinese patients with relapsing MS included in the TOWER study.
Methods:
TOWER was a multicenter, multinational, randomized, double-blind, parallel-group (three groups), placebo-controlled study. This subgroup analysis includes 148 Chinese patients randomized to receive either teriflunomide 7 mg (n = 51), teriflunomide 14 mg (n = 43), or placebo (n = 54).
Results:
Of the 148 patients in the intent-to-treat population, adjusted annualized relapse rates were 0.63 (95% confidence interval [CI]: 0.44, 0.92) in the placebo group, 0.48 (95% CI: 0.33, 0.70) in the teriflunomide 7 mg group, and 0.18 (95% CI: 0.09, 0.36) in the teriflunomide 14 mg group; this corresponded to a significant relative risk reduction in the teriflunomide 14 mg group versus placebo (-71.2%, P = 0.0012). Teriflunomide 14 mg also tended to reduce 12-week confirmed disability worsening by 68.1% compared with placebo (hazard ratio: 0.319, P = 0.1194). There were no differences across all treatment groups in the proportion of patients with treatment-emergent adverse events (TEAEs; 72.2% in the placebo group, 74.5% in the teriflunomide 7 mg group, and 69.8% in the teriflunomide 14 mg group); corresponding proportions for serious adverse events were 11.1%, 3.9%, and 11.6%, respectively. The most frequently reported TEAEs with teriflunomide versus placebo were neutropenia, increased alanine aminotransferase, and hair thinning.
Conclusions:
Teriflunomide was as effective and safe in the Chinese subpopulation as it was in the overall population of patients in the TOWER trial. Teriflunomide has the potential to meet unmet medical needs for MS patients in China.
Trial Registration
ClinicalTrials.gov, NCT00751881; https://clinicaltrials.gov/ct2/show/NCT00751881?term=NCT00751881&rank=1.
China
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Crotonates
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administration & dosage
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adverse effects
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therapeutic use
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Double-Blind Method
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Drug Administration Schedule
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Humans
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Immunosuppressive Agents
;
administration & dosage
;
adverse effects
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therapeutic use
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Multicenter Studies as Topic
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Multiple Sclerosis
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drug therapy
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metabolism
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Proportional Hazards Models
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Toluidines
;
administration & dosage
;
adverse effects
;
therapeutic use
8.Re-operation treatment in uremic patients complicated with persistent secondary hyperparathyroidism after parathyroidectomy with autotransplantation.
Shao Jun BO ; Xian Fa XU ; Chuan Ya QIU ; Tian Tian WANG ; Yu Dong NING ; Hong Yue LI
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2018;32(2):142-147
To analyze the clinical profile and therapeutic effect of re-operation treatment in uremic patients complicated with persistent secondary hyperparathyroidism(SHPT)after parathyroidectomy with autotransplantation.Twelve persistent SHPT patients who were treated with reoperation of paramyroidectomy(PTX)were enrolled in this study during the period from Jan 2014 to Jul 2017 in our hospital.We evaluated the location of the remaining parathyroid glands by ultrasonography,dual-phase 99 Tcm-sestamibi scintigraphy,CT and MR imaging of the neck before the operation.We resected the parathyroid gland tissue in situ,and the ectopic parathyroid glands hiding in thymus,mediastinal,tracheal esophageal groove,thyroid gland and other locations in the neck.During the surgery,nanocarbon imaging was used to help identify the parathyroid gland and parathyroid hormone assay(IOPTH)was measured at the end of the surgery.We observed the changes of clinical symptoms after the surgery and collected blood parameters including serum intact aramyroidhomone(i-PTH),calcium(Ca),phosphoms(P),calcium and phosphorus product before and after surgery.Complications and failure were also analyzed.All the 12 patients underwented successful operation.The postoperative pathological results were hyperplastic parathyroid glands tissue.22 parathyroid glands were resected,among which 14 were located at the neck in situ,8 were ectopic,i.e.,located at thymus in 4 cases,superior mediastinum in 2 cases and thyroid parenchyma in 2 cases.The clinical symptoms were significantly improved including osteoarthritis,skin itching and limb weakness.The levels of serum iPTH,calcium,phosphorus and calcium and phosphorus product were significantly lower than those before operation(<0.05).Ten patients presented hypocalcemia after surgery and the level of calcium returned to normal after supplement of calcium.Temporary injury of laryngeal nerve was found in4 cases,but there was no patient with transient bucking,dyspnea or death.No recurrence was found during 1 year follow-up.It was very important to locate the residual parathyroid gland accurately with a variety of imaging methods in uremic patients complicated with persistent or recurrent SHPT when they needed re-operation.Surgeons should explorate ectopic parathyroid gland according to the concept of the superior mediastinum dissection and the central compartment neck dissection.Meanwhile,the use of nanocarbon assisted parathyroid gland negative imaging and rapid IOPTH can significantly improve the success rate of surgery and reduce surgical complications.
Humans
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Hyperparathyroidism, Secondary
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complications
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surgery
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Parathyroid Glands
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Parathyroid Hormone
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Parathyroidectomy
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Reoperation
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Transplantation, Autologous
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Uremia
;
complications
9.Targeting PDGF receptor inhibitors: synthesis and biological evaluation of oleanolic acid analogs
Qian-wen LI ; Zhen-yu KUAI ; Xiao-xiao LI ; Chuan-dong XU ; Yan-qiu MENG
Acta Pharmaceutica Sinica 2018;53(12):2076-2084
The computer-aided design was used to simulate the docking of PDGF receptor with known active compounds, and the active groups that can bind to key sites were identified by analyzing the key amino acid residue fragments that exerted active effects on the target proteins. The natural product oleanolic acid was used as the parent, and the active group was introduced into the 2-position, and the C-28 carboxyl group was esterified and amidated. A series of oleanolic acid analogues targeting PDGF receptor inhibitors were designed and synthesized. Their structures were confirmed by MS and NMR. Through MTT assay, SGC-7901 and A549 cells were selected for preliminary in vitro anti-tumor activity screening. PDGF receptor protein inhibition test was performed on I3 and Ⅱ5 by FPIA. The activity tests showed that I3 and Ⅱ5, compared with the positive control drug, had stronger inhibition. FPIA test showed that Ⅱ5 and PDGF receptor protein had good binding ability. The newly synthesized oleanolic acid analogues have significantly higher antitumor activity than the parent compound and deserve further study.
10.Rapid identification of geographical origins and determination of polysaccharides contents in Ganoderma lucidum based on near infrared spectroscopy and chemometrics.
LAI CJS ; Rong-Rong ZHOU ; Yi YU ; Wen ZENG ; Ming-Hua HU ; Luo-di FAN ; Lin CHEN ; Zi-Dong QIU ; Chuan SONG ; Shui-Han ZHANG ; Lan-Ping GUO ; Lu-Qi HUANG
China Journal of Chinese Materia Medica 2018;43(16):3243-3248
Near infrared spectroscopy combined with chemometrics methods was used to distinguish Ganoderma lucidum samples collected from different origins, and a prediction model was established for rapid determine polysaccharides contents in these samples. The classification accuracy for training dataset was 96.87%, while for independent dataset was 93.33%; as for the prediction model, 5-fold cross-validation was used to optimize the parameters, and different signal processing methods were also optimized to improve the prediction ability of the model. The best square of correlation coefficients for training dataset was 0.965 4, and 0.851 6 for validation dataset; while the root-mean-square deviation values for training dataset and validation dataset were 0.018 5 and 0.023 6, respectively. These results showed that combining near infrared spectroscopy with suitable chemometrics approaches could accuracy distinguish different origins of G. lucidum samples; the established prediction model could precious predict polysaccharides contents, the proposed method can help determine the activity compounds and quality evaluation of G. lucidum.
Fungal Polysaccharides
;
analysis
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Geography
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Least-Squares Analysis
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Reishi
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chemistry
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Spectroscopy, Near-Infrared

Result Analysis
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