1.Generalized Functional Linear Models: Efficient Modeling for High-dimensional Correlated Mixture Exposures.
Bing Song ZHANG ; Hai Bin YU ; Xin PENG ; Hai Yi YAN ; Si Ran LI ; Shutong LUO ; Hui Zi WEIREN ; Zhu Jiang ZHOU ; Ya Lin KUANG ; Yi Huan ZHENG ; Chu Lan OU ; Lin Hua LIU ; Yuehua HU ; Jin Dong NI
Biomedical and Environmental Sciences 2025;38(8):961-976
OBJECTIVE:
Humans are exposed to complex mixtures of environmental chemicals and other factors that can affect their health. Analysis of these mixture exposures presents several key challenges for environmental epidemiology and risk assessment, including high dimensionality, correlated exposure, and subtle individual effects.
METHODS:
We proposed a novel statistical approach, the generalized functional linear model (GFLM), to analyze the health effects of exposure mixtures. GFLM treats the effect of mixture exposures as a smooth function by reordering exposures based on specific mechanisms and capturing internal correlations to provide a meaningful estimation and interpretation. The robustness and efficiency was evaluated under various scenarios through extensive simulation studies.
RESULTS:
We applied the GFLM to two datasets from the National Health and Nutrition Examination Survey (NHANES). In the first application, we examined the effects of 37 nutrients on BMI (2011-2016 cycles). The GFLM identified a significant mixture effect, with fiber and fat emerging as the nutrients with the greatest negative and positive effects on BMI, respectively. For the second application, we investigated the association between four pre- and perfluoroalkyl substances (PFAS) and gout risk (2007-2018 cycles). Unlike traditional methods, the GFLM indicated no significant association, demonstrating its robustness to multicollinearity.
CONCLUSION
GFLM framework is a powerful tool for mixture exposure analysis, offering improved handling of correlated exposures and interpretable results. It demonstrates robust performance across various scenarios and real-world applications, advancing our understanding of complex environmental exposures and their health impacts on environmental epidemiology and toxicology.
Humans
;
Environmental Exposure/analysis*
;
Linear Models
;
Nutrition Surveys
;
Environmental Pollutants
;
Body Mass Index
2.Efficacy of stented elephant trunk procedure for right-sided aortic arch with Kommerell's diverticulum
Yongliang ZHONG ; Bing TANG ; Suwei CHEN ; Yipeng GE ; Hai' ; ou HU ; Zhiyu QIAO ; Chengnan LI ; Yongmin LIU ; Junming ZHU
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2024;31(07):1020-1026
Objective To summarize our experience and the early and midterm outcomes of stented elephant trunk procedure for right-sided aortic arch (RAA) with Kommerell's diverticulum (KD). Methods From April 2013 to July 2020, patients with RAA and KD who underwent stented elephant trunk procedure at our center were collected. Surgery was performed under moderate hypothermic circulatory arrest combined with selective antegrade cerebral perfusion via median sternotomy. Results A total of 8 patients were included, including 7 males and 1 female with a mean age of 51.88±9.61 years. All patients had an aneurysmal KD and aberrant left subclavian artery. Preoperative comorbidities included acute Stanford type B aortic dissection in 1 patient, aortic arch pseudoaneurysm in 1 patient, acute type B intramural hematoma in 2 patients, and coronary artery disease in 1 patient. Concomitant procedures included reconstruction of the left subclavian artery in all patients and coronary artery bypass grafting in 1 patient. The mean time of operation, cardiopulmonary bypass, aortic cross-clamping, and selective cerebral perfusion was 6.25±1.16 h, 157.75±40.07 min, 77.75±33.10 min, and 28.50±5.55 min, respectively. No intraoperative death occurred. There was 1 in-hospital death. Follow-up was completed in all patients with a mean period of 3.58±2.08 years. No late death occurred. A persistent anastomotic leak of the proximal arch was detected in 1 patient, but reintervention was not performed because neither aortic dilatation nor symptoms of tracheal and esophageal compression were observed during the follow-up. The remaining 6 patients showed positive aortic remodeling with complete thrombosis of the aneurysmal KD, and neither aortic event nor tracheal and esophageal compression occurred. Conclusion Stented elephant trunk procedure is a safe and feasible technique for selected patients with RAA and KD, which can achieve favorable early and midterm outcomes.
3.Treatment of Gastroesophageal Reflux Cough with Beimu Zhizhu Prescription:A Retrospective Cohort Study
Hai-Qiang WANG ; Ji-Zhang MA ; Feng GAO ; Wei WU ; Xue-Bing HU ; Bin WANG
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(9):2333-2339
Objective To explore the clinical efficacy and safety of Beimu Zhizhu Prescription(derived from the modification of Zhizhu Pills)in the treatment of GERC by retrospectively analyzing the clinical data of 297 patients with gastroesophageal reflux cough(GERC).Methods A retrospective cohort study was conducted in a total of 297 patients with GERC of rebellious stomach qi type who were admitted to the Outpatient Department of Wangjing Hospital of China Academy of Chinese Medical Sciences from July 2021 to July 2023.The patients were divided into an exposure group(136 cases)and a non-exposure group(161 cases)according to the medication of Beimu Zhizhu Prescription or not.The exposure group was treated with Beimu Zhizhu Decoction,and the non-exposure group was treated with proton pump inhibitor of Esomeprazole Magnesium Enteric-coated Tablets.A total of 119 pairs of cases were obtained after propensity score matching(PSM)at the ratio of 1 to 1.The changes of salivary pepsin level before and after treatment in the two groups were observed.After two weeks and eight weeks of treatment,the cough response rate and the remission rates for reflux-related symptoms of acid reflux,heartburn,belching and gastric distension were compared between the two groups,and the incidence of adverse reactions was recorded.Results(1)After two weeks of treatment,the comparison of symptom remission rate after PSM showed that the cough response rate and the remission rates for reflux-related symptoms of acid reflux,heartburn,belching and gastric distension in the exposure group were 84.87%(101/119),80.77%(84/104),82.61%(76/92),82.5%(66/80),84.42%(65/77),respectively,and those in the non-exposure group were 73.95%(88/119),72.90%(78/107),70.41%(69/98),65.38%(51/78),64.38%(47/73),respectively.The intergroup comparison showed that the remission rates for all of the symptoms except for acid reflux in the exposure group was significantly superior to that in the non-exposure group(P<0.05 or P<0.01).After eight weeks of treatment,the cough response rate and the remission rates for reflux-related symptoms of acid reflux,heartburn,belching,and gastric distension in the exposure group were 94.74%(36/38),91.67%(33/36),91.43%(32/35),93.75%(30/32),94.12%(32/34),respectively,and those in the non-exposure group were 77.78%(35/45),74.42%(32/43),71.43%(30/42),68.42%(26/38),66.67%(24/36),respectively.The intergroup comparison showed that the remission rate of all of the symptoms in the exposure group was significantly superior to that in the non-exposure group(P<0.05 or P<0.01).(2)After two weeks of treatment,the comparison of salivary pepsin level after PSM showed that the salivary pepsin level of the exposure group was significantly lower than that before treatment(P<0.01),while that of the non-exposure group was not significantly decreased(P>0.05).The decrease of salivary pepsin level in the exposure group was significantly superior to that in the non-exposure group.Statistically significant differences were presented in the post-treatment salivary pepsin level after two weeks of treatment and in the pre-and post-treatment difference of salivary pepsin level between the two groups(P<0.05 or P<0.01).(3)There were four cases(2.48%)of adverse reactions in the non-exposure group,while no related adverse reactions occurred in the exposure group.There was no significant difference in the incidence of adverse reactions between the two groups(x2=1.180,P=0.178).Conclusion Beimu Zhizhu Decoction can effectively relieve cough and reflux-related symptoms of acid reflux,heartburn,belching,and gastric distension in patients with GERC of rebellious stomach qi type,reduce the level of salivary pepsin,and has high safety.
4.Study on the effect of different administration regimens of iprrazole enteric-coated tablets on inhibiting gastric acid secretion
Ting-Yuan PANG ; Zhi WANG ; Zi-Shu HU ; Zi-Han SHEN ; Yue-Qi WANG ; Ya-Qian CHEN ; Xue-Bing QIAN ; Jin-Ying LIANG ; Liang-Ying YI ; Jun-Long LI ; Zhi-Hui HAN ; Guo-Ping ZHONG ; Guo-Hua CHENG ; Hai-Tang HU
The Chinese Journal of Clinical Pharmacology 2024;40(1):92-96
Objective To compare the effects of 20 mg qd and 10 mg bidadministration of iprrazole enteric-coated tablets on the control of gastric acid in healthy subjects.Methods A randomized,single-center,parallel controlled trial was designed to include 8 healthy subjects.Randomly divided into 2 groups,20 mg qd administration group:20 mg enteric-coated tablets of iprrazole in the morning;10 mg bid administration group:10 mg enteric-coated tablets of iprrazole in the morning and 10 mg in the evening.The pH values in the stomach of the subjects before and 24 h after administration were monitored by pH meter.The plasma concentration of iprazole after administration was determined by HPLC-MS/MS.The main pharmacokinetic parameters were calculated by Phoenix WinNonlin(V8.0)software.Results The PK parameters of iprrazole enteric-coated tablets and reference preparations in fasting group were as follows:The Cmax of 20 mg qd group and 10 mg bid group were(595.75±131.15)and(283.50±96.98)ng·mL-1;AUC0-t were(5 531.94±784.35)and(4 686.67±898.23)h·ng·mL-1;AUC0-∞ were(6 003.19±538.59)and(7 361.48±1 816.77)h·ng·mL-1,respectively.The mean time percentage of gastric pH>3 after 20 mg qd and 10 mg bid were 82.64%and 61.92%,and the median gastric pH within 24 h were 6.25±1.49 and 3.53±2.05,respectively.The mean gastric pH values within 24 h were 5.71±1.36 and 4.23±1.45,respectively.The correlation analysis of pharmacokinetic/pharmacodynamics showed that there was no significant correlation between the peak concentration of drug in plasma and the inhibitory effect of acid.Conclusion Compared with the 20 mg qd group and the 10 mg bid group,the acid inhibition effect is better,the administration times are less,and the safety of the two administration regimes is good.
5.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
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Antineoplastic Agents/adverse effects*
;
Retrospective Studies
;
Pyrimidines/adverse effects*
;
Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy*
;
Treatment Outcome
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Benzamides/adverse effects*
;
Leukemia, Myeloid, Chronic-Phase/drug therapy*
;
Aminopyridines/therapeutic use*
;
Protein Kinase Inhibitors/therapeutic use*
6.Long-term outcome of EVAHEART I implantable ventricular assist device for the treatment of end stage heart failure: clinical 3-year follow-up results of 15 cases.
Hai Bo CHEN ; Xian Qiang WANG ; Juan DU ; Jia SHI ; Bing Yang JI ; Li SHI ; Yi Sheng SHI ; Xing Tong ZHOU ; Xiao Han YANG ; Sheng Shou HU
Chinese Journal of Cardiology 2023;51(4):393-399
Objective: To evaluate the long-term efficacy and safety of the implantable ventricular assist system EVAHEART I in clinical use. Methods: Fifteen consecutive patients with end-stage heart failure who received left ventricular assist device therapy in Fuwai Hospital from January 2018 to December 2021 were enrolled in this study, their clinical data were retrospectively analyzed. Cardiac function, liver and kidney function, New York Heart Association (NYHA) classification, 6-minute walk distance and quality of life were evaluated before implantation and at 1, 6, 12, 24 and 36 months after device implantation. Drive cable infection, hemolysis, cerebrovascular events, mechanical failure, abnormally high-power consumption and abnormal pump flow were recorded during follow up. Results: All 15 patients were male, mean average age was (43.0±7.5) years, including 11 cases of dilated cardiomyopathy, 2 cases of ischemic cardiomyopathy, and 2 cases of valvular heart disease. All patients were hemodynamically stable on more than one intravenous vasoactive drugs, and 3 patients were supported by preoperative intra aortic balloon pump (IABP). Compared with before device implantation, left ventricular end-diastolic dimension (LVEDD) was significantly decreased ((80.93±6.69) mm vs. (63.73±6.31) mm, P<0.05), brain natriuretic peptide (BNP), total bilirubin and creatinine were also significantly decreased ((3 544.85±1 723.77) ng/L vs. (770.80±406.39) ng/L; (21.28±10.51) μmol/L vs. (17.39±7.68) μmol/L; (95.82±34.88) μmol/L vs. (77.32±43.81) μmol/L; P<0.05) at 1 week after device implantation. All patients in this group were in NYHA class Ⅳ before implantation, and 9 patients could recover to NYHA class Ⅲ, 3 to class Ⅱ, and 3 to class Ⅰ at 1 month after operation. All patients recovered to class Ⅰ-Ⅱ at 6 months after operation. The 6-minute walk distance, total quality of life and visual analogue scale were significantly increased and improved at 1 month after implantation compared with those before operation (P<0.05). All patients were implanted with EVAHEART I at speeds between 1 700-1 950 rpm, flow rates between 3.2-4.5 L/min, power consumption of 3-9 W. The 1-year, 2-year, and 3-year survival rates were 100%, 87%, and 80%, respectively. Three patients died of multiple organ failure at 412, 610, and 872 d after surgery, respectively. During long-term device carrying, 3 patients developed drive cable infection on 170, 220, and 475 d after surgery, respectively, and were cured by dressing change. One patient underwent heart transplantation at 155 d after surgery due to bacteremia. Three patients developed transient ischemic attack and 1 patient developed hemorrhagic stroke events, all cured without sequelae. Conclusion: EVAHEART I implantable left heart assist system can effectively treat critically ill patients with end-stage heart failure, can be carried for long-term life and significantly improve the survival rate, with clear clinical efficacy.
Humans
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Male
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Adult
;
Middle Aged
;
Female
;
Heart Failure/complications*
;
Follow-Up Studies
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Retrospective Studies
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Heart-Assist Devices
;
Quality of Life
7.Clinical Analysis of Colistin Sulfate in the Treatment of Hematonosis Infected by Multidrug-Resistant Gram-Negative Bacteria.
Yuan-Bing WU ; Shan-Shan JIANG ; Ya-Xue WU ; Dong-Yang LI ; Qian LI ; Xing WANG ; Bin LIU ; Hai-Yan BAO ; Xiao-Hui HU
Journal of Experimental Hematology 2023;31(6):1878-1884
OBJECTIVE:
To investigate the efficacy and safety of colistin sulfate in the treatment of hematonosis patients infected by multidrug-resistant (MDR) gram-negative bacteria (GNB), and discuss the possible factors that affect the efficacy of colistin sulfate.
METHODS:
The clinical data of 85 hematologic patients infected with MDR GNB in the Soochow Hopes Hematonosis Hospital from April 2022 to November 2022 were collected and divided into clinically effective group with 71 cases and ineffective group with 14 cases according to the therapeutic efficacy of colistin sulfate. The age, gender, type of hematologic disease, status of hematopoietic stem cell transplantation, infection sites, type of pathogen, timing of administration, daily dose and duration of colistin sulfate, and combination with other antibacterial agents of patients in two groups were compared. Logistic regression was used to analyze on the meaningful variables to study the influencing factors of colistin sulfate. The adverse reactions of colistin sulfate were also evaluated.
RESULTS:
There were no significant differences in age, gender, type of hematologic disease, hematopoietic stem cell transplantation status, infection sites and pathogen type between the effective group and the ineffective group (P>0.05). Compared with the medication time more than 7 days, meropenem used within 7 days in the clinical effective group, and timely replacement with colistin sulfate could obtain better efficacy, the difference was statistically significant (P=0.018). The duration of tigacycline before colistin sulfate did not affect the efficacy, and there was no significant difference in efficacy between the effective and ineffective groups. The therapeutic effect of colistin sulfate at daily dose of 500 000 U q8h was better than that of 500 000 U q12h, the difference was statistically significant (P=0.035). The time of colistin sulfate use in the clinically effective group was longer than that in the ineffective group, which had a statistical difference (P=0.003). Compared with the clinical ineffective group, the efficacy of combination regimens with colistin sulfate was better than that of colistin sulfate monotherapy, and the difference was statistically significant (P=0.013). Multivariate logistic regression analysis was performed on the indicators with statistical differences in the two groups of patients, which suggested that the use time of colistin sulfate (B: 2.358; OR: 10.573; CI: 1.567-71.361; P=0.015) and the combination of colistin sulfate (B: 1.720; OR: 5.586; CI: 1.210-25.787; P=0.028) were influential factors in the efficacy of colistin sulfate. During the treatment, the incidence of nephrotoxicity, hepatotoxicity and peripheral neurotoxicity were 5.9%, 1.2% and 1.2%, respectively.
CONCLUSION
The use of colistin sulfate improves the clinical efficacy of MDR GNB infections in hematological patients, and the timing of colistin sulfate administration and the combination of drugs are independent factors affecting its clinical efficacy, and the safety during treatment is high.
Humans
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Colistin/adverse effects*
;
Anti-Bacterial Agents/therapeutic use*
;
Meropenem/adverse effects*
;
Treatment Outcome
;
Gram-Negative Bacteria
;
Hematologic Diseases
8.Discovery of novel covalent selective estrogen receptor degraders against endocrine-resistant breast cancer.
Yubo WANG ; Jian MIN ; Xiangping DENG ; Tian FENG ; Hebing HU ; Xinyi GUO ; Yan CHENG ; Baohua XIE ; Yu YANG ; Chun-Chi CHEN ; Rey-Ting GUO ; Chune DONG ; Hai-Bing ZHOU
Acta Pharmaceutica Sinica B 2023;13(12):4963-4982
Endocrine-resistance remains a major challenge in estrogen receptor α positive (ERα+) breast cancer (BC) treatment and constitutively active somatic mutations in ERα are a common mechanism. There is an urgent need to develop novel drugs with new mode of mechanism to fight endocrine-resistance. Given aberrant ERα activity, we herein report the identification of novel covalent selective estrogen receptor degraders (cSERDs) possessing the advantages of both covalent and degradation strategies. A highly potent cSERD 29c was identified with superior anti-proliferative activity than fulvestrant against a panel of ERα+ breast cancer cell lines including mutant ERα. Crystal structure of ERα‒ 29c complex alongside intact mass spectrometry revealed that 29c disrupted ERα protein homeostasis through covalent targeting C530 and strong hydrophobic interaction collied on H11, thus enforcing a unique antagonist conformation and driving the ERα degradation. These significant effects of the cSERD on ERα homeostasis, unlike typical ERα degraders that occur directly via long side chains perturbing the morphology of H12, demonstrating a distinct mechanism of action (MoA). In vivo, 29c showed potent antitumor activity in MCF-7 tumor xenograft models and low toxicity. This proof-of-principle study verifies that novel cSERDs offering new opportunities for the development of innovative therapies for endocrine-resistant BC.
9.Phylogenetic analysis of chloroplast genome of Tussilago farfara L.
Yi-yao JING ; Ben-xiang HU ; Xiao-ying CHEN ; Hai-yue JI ; Yao LUO ; Jia-zhou SHI ; Bang-qing WANG ; Gang ZHANG ; Jing GAO ; Bing-yue YANG ; Liang PENG
Acta Pharmaceutica Sinica 2023;58(11):3439-3448
italic>Tussilago farfara L. is a perennial herb of
10.Difference in Nocturnal Erectile Function Between SRPE Patients and Normal People
Hai-bing HU ; Kun-kun ZHAO ; Yong-yi CHEN ; Yuan-hao LI ; Wen-jun BAI ; Ping LI
Journal of Sun Yat-sen University(Medical Sciences) 2023;44(4):691-696
ObjectiveTo compare the nocturnal erectile function between SRPE patients and normal people. MethodsFrom July 1st, 2019 to December 15th, 2022, a clinical comparative study was conducted on 29 SRPE patients (experimental group) and 58 volunteers (control group) who visited our urology department. The Rigiscan System was used to monitor sleep monitoring time, the number of nocturnal erections and the rigidity, duration and circumference growth of the penis when the erection reached 60%~79% and 80%~100%, respectively. The patients and volunteers were asked to make written records when they woke up, and then the total number of awakenings and the number of awakenings when the penis erection reached 60% and 80% were compared between the two groups. ResultsAge was eliminated by matching. There was no statistically significant difference in sleep monitoring time, rigidity, circumference growth and duration of the penis when the erection reached 60%~79% and 80%~100%. between the two groups. In terms of sleep, there was a statistically significant difference in the total number of awakenings between the two groups[3(2 ~ 4)vs 0(0 ~ 0),P<0.01] .And the same was true for the number of awakenings when the penis erection exceeded 60%~79% [1(0 ~ 1)vs 0(0 ~ 0),P<0.01]and 80%~100% [2(1 ~ 3)vs 0(0 ~ 0),P<0.01]. ConclusionRigiscan monitoring showed that there was no difference between SRPE patients and normal male in nocturnal penile erection function. Painful awakening usually occurs when the penis erection reaches 60%~79% or 80%~100%, which reveals that SRPE may be caused by abnormal sensation of nocturnal erections or pain sensitivity in some of these patients.

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