1.Feasibility of flight fatigue detection using photoplethysmography and regional cerebral oxygen saturation
Dalong GUO ; Yubin ZHOU ; Yufei QIN ; Lamei SHANG ; Zhen TIAN ; Baosen TAN ; Zichuan GUO ; Cong WANG
Chinese Journal of Aerospace Medicine 2025;36(3):161-166
Objective:To investigate the feasibility of flight fatigue being detected via photoplethysmography (PPG) and regional cerebral oxygen saturation (rScO 2) in order to address the challenges posed by flight fatigue during prolonged or multiple consecutive flights. Methods:A total of 16 healthy male volunteers were enrolled. A wireless cerebral oximetry monitor headband was employed to collect PPG and rScO 2 data from the forehead while a multi-lead physiological data acquisition system was used concurrently to record three-lead electrocardiograms (ECGs). After 18 h of sleep deprivation, each volunteer performed a flight-simulating task, which was divided into 4 stages: the baseline period (T1), relaxation period (T2), early fatigue period (T3) and severe fatigue period (T4). Five-minute data was collected from each stage for analysis using AcqKnowledge 6.0. Heart rate (HR) and 3 HR variability (HRV) metrics, namely standard deviation of NN intervals (SDNN), root mean square of successive differences (RMSSD), and low frequency to high frequency power ratio (LF/HF), were computed independently from both ECG and PPG traces. The mean rScO 2 value for each stage was used to represent the cerebral oxygen saturation during that stage. The intra-class correlation coefficient (ICC) was employed to assess the consistency of the measurements, and the differences in HR and HRV indicators of the volunteers in the 4 stages of the experiment were analyzed. Results:The HR measured by ECG and PPG was highly consistent across the 4 stages among the 14 volunteers ( ICC=0.951, 0.963, 0.962, 0.963, P=0.013, 0.011, 0.021, 0.015), so were SDNN, RMSSD and LF/HF values ( ICC=0.935-0.983, all P<0.05). HR values calculated with either method showed significant differences across the 4 stages in the 14 volunteers ( F=21.63, 20.52, P=0.007, 0.008). HR gradually declined from T1 to T4, and was significantly lower at T4 than at T1 ( P=0.011, 0.009). There were significant differences in SDNN ( F=22.31, 24.26, P=0.006, 0.003), RMSSD ( F=22.30, 22.26, P=0.006, 0.006), and LF/HF ( F=20.37, 25.13, P=0.009, 0.002) across the 4 stages among the 14 volunteers. SDNN and RMSSD kept increasing as fatigue was intensified, while LF/HF decreased correspondingly. Statistically significant differences were found in SDNN, RMSSD and LF/HF values between T4 and T1 (all P<0.01). rScO 2 measured during the flight-simulating trial also differed significantly across the 4 stages ( F=21.39, P=0.007). rScO? at both T3 and T4 was significantly lower than at T1 ( P=0.009, 0.007). Conclusions:PPG can replace ECG for monitoring HR and HRV indicators under flight fatigue. Furthermore, the combination of PPG with rScO 2 monitoring allows for earlier detection of flight fatigue. This study is expected to offer a user-friendly and non-invasive approach to management of pilot fatigue.
2.Feasibility of flight fatigue detection using photoplethysmography and regional cerebral oxygen saturation
Dalong GUO ; Yubin ZHOU ; Yufei QIN ; Lamei SHANG ; Zhen TIAN ; Baosen TAN ; Zichuan GUO ; Cong WANG
Chinese Journal of Aerospace Medicine 2025;36(3):161-166
Objective:To investigate the feasibility of flight fatigue being detected via photoplethysmography (PPG) and regional cerebral oxygen saturation (rScO 2) in order to address the challenges posed by flight fatigue during prolonged or multiple consecutive flights. Methods:A total of 16 healthy male volunteers were enrolled. A wireless cerebral oximetry monitor headband was employed to collect PPG and rScO 2 data from the forehead while a multi-lead physiological data acquisition system was used concurrently to record three-lead electrocardiograms (ECGs). After 18 h of sleep deprivation, each volunteer performed a flight-simulating task, which was divided into 4 stages: the baseline period (T1), relaxation period (T2), early fatigue period (T3) and severe fatigue period (T4). Five-minute data was collected from each stage for analysis using AcqKnowledge 6.0. Heart rate (HR) and 3 HR variability (HRV) metrics, namely standard deviation of NN intervals (SDNN), root mean square of successive differences (RMSSD), and low frequency to high frequency power ratio (LF/HF), were computed independently from both ECG and PPG traces. The mean rScO 2 value for each stage was used to represent the cerebral oxygen saturation during that stage. The intra-class correlation coefficient (ICC) was employed to assess the consistency of the measurements, and the differences in HR and HRV indicators of the volunteers in the 4 stages of the experiment were analyzed. Results:The HR measured by ECG and PPG was highly consistent across the 4 stages among the 14 volunteers ( ICC=0.951, 0.963, 0.962, 0.963, P=0.013, 0.011, 0.021, 0.015), so were SDNN, RMSSD and LF/HF values ( ICC=0.935-0.983, all P<0.05). HR values calculated with either method showed significant differences across the 4 stages in the 14 volunteers ( F=21.63, 20.52, P=0.007, 0.008). HR gradually declined from T1 to T4, and was significantly lower at T4 than at T1 ( P=0.011, 0.009). There were significant differences in SDNN ( F=22.31, 24.26, P=0.006, 0.003), RMSSD ( F=22.30, 22.26, P=0.006, 0.006), and LF/HF ( F=20.37, 25.13, P=0.009, 0.002) across the 4 stages among the 14 volunteers. SDNN and RMSSD kept increasing as fatigue was intensified, while LF/HF decreased correspondingly. Statistically significant differences were found in SDNN, RMSSD and LF/HF values between T4 and T1 (all P<0.01). rScO 2 measured during the flight-simulating trial also differed significantly across the 4 stages ( F=21.39, P=0.007). rScO? at both T3 and T4 was significantly lower than at T1 ( P=0.009, 0.007). Conclusions:PPG can replace ECG for monitoring HR and HRV indicators under flight fatigue. Furthermore, the combination of PPG with rScO 2 monitoring allows for earlier detection of flight fatigue. This study is expected to offer a user-friendly and non-invasive approach to management of pilot fatigue.
3.The time-series association between carotid intima-media thickness and bone mineral density in a Chinese population:a cross-lagged analysis based on a cohort of people undergoing physical examination
Hua HAO ; Can ZHANG ; Peiying YANG ; Hui GENG ; Xiaohui LI ; Baosen MENG ; Jun WANG ; Baibing MI ; Mao MA
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(6):1037-1044
Objective To explore the time cross-lagged effect between carotid intima-media thickness(CIMT)and bone mineral density(BMD)and to assess whether CIMT can be used as an early predictor of osteoporosis.Methods Based on the retrospective cohort study involved,people who underwent health checkups at The First Affiliated Hospital of Xi'an Jiaotong University from January 2019 to December 2023 were selected,and data related to CIMT and BMD were collected.The time-series relationship between CIMT and BMD was explored by cross-lagged modeling.Meanwhile,the effects of CIMT on BMD and its dose-response relationship were assessed using multiple linear regression and restricted cubic spline regression models.Results Analysis of 2 453 study subjects revealed a significant negative relationship between prior physical examination CIMT and subsequent BMD,and this relationship remained significant after controlling for confounders.For every 1-unit increase in CIMT,there was a mean decrease in second-stage BMD T-values of 0.113.Restricted cubic spline regression analysis showed a maximum decrease in BMD T-values of 0.121 for every 1.00 mm increase in CIMT.Conclusion The present study found that there was a significant negative cross-lag effect between CIMT and BMD,and that there was a dose-response between an increase in CIMT and a decrease in BMD.CIMT,as an easy-to-measure indicator,may be a potential marker for early prediction of osteoporosis,especially in the elderly population.
4.The time-series association between carotid intima-media thickness and bone mineral density in a Chinese population:a cross-lagged analysis based on a cohort of people undergoing physical examination
Hua HAO ; Can ZHANG ; Peiying YANG ; Hui GENG ; Xiaohui LI ; Baosen MENG ; Jun WANG ; Baibing MI ; Mao MA
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(6):1037-1044
Objective To explore the time cross-lagged effect between carotid intima-media thickness(CIMT)and bone mineral density(BMD)and to assess whether CIMT can be used as an early predictor of osteoporosis.Methods Based on the retrospective cohort study involved,people who underwent health checkups at The First Affiliated Hospital of Xi'an Jiaotong University from January 2019 to December 2023 were selected,and data related to CIMT and BMD were collected.The time-series relationship between CIMT and BMD was explored by cross-lagged modeling.Meanwhile,the effects of CIMT on BMD and its dose-response relationship were assessed using multiple linear regression and restricted cubic spline regression models.Results Analysis of 2 453 study subjects revealed a significant negative relationship between prior physical examination CIMT and subsequent BMD,and this relationship remained significant after controlling for confounders.For every 1-unit increase in CIMT,there was a mean decrease in second-stage BMD T-values of 0.113.Restricted cubic spline regression analysis showed a maximum decrease in BMD T-values of 0.121 for every 1.00 mm increase in CIMT.Conclusion The present study found that there was a significant negative cross-lag effect between CIMT and BMD,and that there was a dose-response between an increase in CIMT and a decrease in BMD.CIMT,as an easy-to-measure indicator,may be a potential marker for early prediction of osteoporosis,especially in the elderly population.
5.Development and validation of a CT-based radiomics model for differentiating pneumonia-like primary pulmonary lymphoma from infectious pneumonia: A multicenter study.
Xinxin YU ; Bing KANG ; Pei NIE ; Yan DENG ; Zixin LIU ; Ning MAO ; Yahui AN ; Jingxu XU ; Chencui HUANG ; Yong HUANG ; Yonggao ZHANG ; Yang HOU ; Longjiang ZHANG ; Zhanguo SUN ; Baosen ZHU ; Rongchao SHI ; Shuai ZHANG ; Cong SUN ; Ximing WANG
Chinese Medical Journal 2023;136(10):1188-1197
BACKGROUND:
Pneumonia-like primary pulmonary lymphoma (PPL) was commonly misdiagnosed as infectious pneumonia, leading to delayed treatment. The purpose of this study was to establish a computed tomography (CT)-based radiomics model to differentiate pneumonia-like PPL from infectious pneumonia.
METHODS:
In this retrospective study, 79 patients with pneumonia-like PPL and 176 patients with infectious pneumonia from 12 medical centers were enrolled. Patients from center 1 to center 7 were assigned to the training or validation cohort, and the remaining patients from other centers were used as the external test cohort. Radiomics features were extracted from CT images. A three-step procedure was applied for radiomics feature selection and radiomics signature building, including the inter- and intra-class correlation coefficients (ICCs), a one-way analysis of variance (ANOVA), and least absolute shrinkage and selection operator (LASSO). Univariate and multivariate analyses were used to identify the significant clinicoradiological variables and construct a clinical factor model. Two radiologists reviewed the CT images for the external test set. Performance of the radiomics model, clinical factor model, and each radiologist were assessed by receiver operating characteristic, and area under the curve (AUC) was compared.
RESULTS:
A total of 144 patients (44 with pneumonia-like PPL and 100 infectious pneumonia) were in the training cohort, 38 patients (12 with pneumonia-like PPL and 26 infectious pneumonia) were in the validation cohort, and 73 patients (23 with pneumonia-like PPL and 50 infectious pneumonia) were in the external test cohort. Twenty-three radiomics features were selected to build the radiomics model, which yielded AUCs of 0.95 (95% confidence interval [CI]: 0.94-0.99), 0.93 (95% CI: 0.85-0.98), and 0.94 (95% CI: 0.87-0.99) in the training, validation, and external test cohort, respectively. The AUCs for the two readers and clinical factor model were 0.74 (95% CI: 0.63-0.83), 0.72 (95% CI: 0.62-0.82), and 0.73 (95% CI: 0.62-0.84) in the external test cohort, respectively. The radiomics model outperformed both the readers' interpretation and clinical factor model ( P <0.05).
CONCLUSIONS
The CT-based radiomics model may provide an effective and non-invasive tool to differentiate pneumonia-like PPL from infectious pneumonia, which might provide assistance for clinicians in tailoring precise therapy.
Humans
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Retrospective Studies
;
Pneumonia/diagnostic imaging*
;
Analysis of Variance
;
Tomography, X-Ray Computed
;
Lymphoma/diagnostic imaging*
6.China guideline for the screening and early detection of female breast cancer(2021, Beijing)
Jie HE ; Wanqing CHEN ; Ni LI ; Hongbing SHEN ; Jiang LI ; Yong WANG ; Jing LI ; Jinhui TIAN ; Baosen ZHOU
Chinese Journal of Oncology 2021;43(4):357-382
Breast cancer is the commonest malignant tumor among Chinese females, ranking first in terms of incidence of female cancers. Commissioned by the Disease Prevention and Control Bureau of National Health Commission of the People′s Republic of China, the National Cancer Center formulated the Guideline for Screening and Early Diagnosis and Treatment of Female Breast Cancer in China according to WHO Handbook for Guideline Development. The methods on Cochrane China were referred to for the formulation of the system evaluation procedures. The GRADE methods for assessment, formulation and evaluation were adopted for the classification of evidence quality and recommendation strength, and the items were reported according to Reporting Items for Practice Guidelines in Healthcare. Based on the results of evaluation, the guideline gives evidence-based recommendations for the appropriate population and technical procedures for breast cancer screening and early diagnosis and treatment after comprehensive consideration of China′s national conditions, the advantages and disadvantages of the evidence, the quality of the evidence, the economic cost of screening, the feedback of multidisciplinary clinical research respondents, and in-person expert consensus. It is aimed at regulating the practices of female breast cancer screening and early diagnosis and treatment and enhancing the effectiveness of the prevention and control of female breast cancer in China.
7.China guideline for the screening and early detection of female breast cancer(2021, Beijing)
Jie HE ; Wanqing CHEN ; Ni LI ; Hongbing SHEN ; Jiang LI ; Yong WANG ; Jing LI ; Jinhui TIAN ; Baosen ZHOU
Chinese Journal of Oncology 2021;43(4):357-382
Breast cancer is the commonest malignant tumor among Chinese females, ranking first in terms of incidence of female cancers. Commissioned by the Disease Prevention and Control Bureau of National Health Commission of the People′s Republic of China, the National Cancer Center formulated the Guideline for Screening and Early Diagnosis and Treatment of Female Breast Cancer in China according to WHO Handbook for Guideline Development. The methods on Cochrane China were referred to for the formulation of the system evaluation procedures. The GRADE methods for assessment, formulation and evaluation were adopted for the classification of evidence quality and recommendation strength, and the items were reported according to Reporting Items for Practice Guidelines in Healthcare. Based on the results of evaluation, the guideline gives evidence-based recommendations for the appropriate population and technical procedures for breast cancer screening and early diagnosis and treatment after comprehensive consideration of China′s national conditions, the advantages and disadvantages of the evidence, the quality of the evidence, the economic cost of screening, the feedback of multidisciplinary clinical research respondents, and in-person expert consensus. It is aimed at regulating the practices of female breast cancer screening and early diagnosis and treatment and enhancing the effectiveness of the prevention and control of female breast cancer in China.
8.A survey of pre-anesthesia anxiety and analysis of risk factors
Jingwei ZHANG ; Wei ZHENG ; Zhun WANG ; Baosen ZHENG ; Yongjin HE
Chinese Journal of Anesthesiology 2019;39(6):673-675
Objective To investigate the occurrence of anxiety before anesthesia and identify the risk factors for anxiety. Methods A total of 500 patients of both sexes, aged 18-80 yr, of American So-ciety of Anesthesiologists physical statusⅠ-Ⅲ, scheduled for elective surgery, were selected. The patients were investigated using the Generalized Anxiety Disorder 7-item scale and anxiety factor questionnaires. It was evaluated whether the patient had anxiety before anesthesia according to the scale score, and then the patients were divided into anxiety group and non-anxiety group. The possible risk factors for anxiety were compared, and the statistically significant variables were further analyzed by Logistic regression to stratify the risk factors. Results The incidence of pre-anesthesia anxiety was 46. 80%. Logistic regression analysis showed that gender, lack of understanding of the next treatment, fear of death, fear of surgical failure, fear of intraoperative and postoperative pain were independent risk factors for anxiety before anesthesia. Conclusion The incidence of pre-anesthesia anxiety is 46. 80%, and gender, lack of understanding of the next treatment, fear of death, fear of surgical failure, fear of intraoperative and postoperative pain are in-dependent risk factors for pre-anesthesia anxiety in the patients undergoing surgery.
9.Effect of application of pulsed radiofrequency to dorsal root ganglia on activation of spinal astrocytes in a rat model of neuropathic pain
Jingzhi LIU ; Kemei SHI ; Xiaojuan WANG ; Wenting MA ; Quanbo LI ; Huixing WANG ; Baosen ZHENG ; Guolin WANG
Chinese Journal of Anesthesiology 2018;38(6):691-694
Objective To evaluate the effect of application of pulsed radiofrequency to dorsal root ganglia on activation of spinal astrocytes in a rat model of neuropathic pain (NP).Methods Eighty male Sprague-Dawley rats,aged 6-8 weeks,weighing 200-250 g,were divided into 4 groups (n=20 each) using a random number table method:sham operation group (group Sham),group NP,pulsed radiofrequency group (PRF group) and sham pulsed radiofrequency group (group SPRF).NP was induced by chronic constriction injury (CCI).The mechanical paw withdrawal threshold (MWT) and thermal paw withdrawal latency (TWL) were measured at 1 day before CCI and 1,7,14 and 21 days after CCI.Four rats were sacrificed at 1 day before CCI and 14 and 21 days after CCI,and the L4.6 segments of the spinal cord were harvested to detect the expression of glial fibrillary acidic protein (GFAP) and interleukin-1beta (IL-1β) by Western blot.Results Compared with group Sham,the MWT was significantly decreased and the TWL was shortened at each time point after CCI,and the expression of GFAP and IL-1β was up-regulated at 14 and 21 days after CCI in NP,PRF and SPRF groups (P<0.05).Compared with group NP,the MWT was significantly increased and the TWL was prolonged at 14 and 21 days after CCI (P<0.05),and the expression of GFAP and IL-1β was down-regulated at 14 and 21 days after CCI in group PRF (P<0.05),and no significant change was found in the parameters mentioned above in group SPRF (P>0.05).Conclusion The mechanism by which pulsed radiofrequency reduces NP is probably related to inhibiting spinal astrocyte activation in rats.
10. Clinical effect and safety of pegylated interferon-α-2b injection (Y shape, 40 kD) in treatment of HBeAg-positive chronic hepatitis B patients
Fengqin HOU ; Yalin YIN ; Lingying ZENG ; Jia SHANG ; Guozhong GONG ; Chen PAN ; Mingxiang ZHANG ; Chibiao YIN ; Qing XIE ; Yanzhong PENG ; Shijun CHEN ; Qing MAO ; Yongping CHEN ; Qianguo MAO ; Dazhi ZHANG ; Tao HAN ; Maorong WANG ; Wei ZHAO ; Jiajun LIU ; Ying HAN ; Longfeng ZHAO ; Guanghan LUO ; Jiming ZHANG ; Jie PENG ; Deming TAN ; Zhiwei LI ; Hong TANG ; Hao WANG ; Yuexin ZHANG ; Jun LI ; Lunli ZHANG ; Liang CHEN ; Jidong JIA ; Chengwei CHEN ; Zhen ZHEN ; Baosen LI ; Junqi NIU ; Qinghua MENG ; Hong YUAN ; Yongtao SUN ; Shuchen LI ; Jifang SHENG ; Jun CHENG ; Li SUN ; Guiqiang WANG
Chinese Journal of Hepatology 2017;25(8):589-596
Objective:
To investigate the clinical effect and safety of long-acting pegylated interferon-α-2b (Peg-IFN-α-2b) (Y shape, 40 kD) injection (180 μg/week) in the treatment of HBeAg-positive chronic hepatitis B (CHB) patients, with standard-dose Peg-IFN-α-2a as positive control.
Methods:
This study was a multicenter, randomized, open-label, and positive-controlled phase III clinical trial. Eligible HBeAg-positive CHB patients were screened out and randomized to Peg-IFN-α-2b (Y shape, 40 kD) trial group and Peg-IFN-α-2a control group at a ratio of 2:1. The course of treatment was 48 weeks and the patients were followed up for 24 weeks after drug withdrawal. Plasma samples were collected at screening, baseline, and 12, 24, 36, 48, 60, and 72 weeks for centralized detection. COBAS® Ampliprep/COBAS® TaqMan® HBV Test was used to measure HBV DNA level by quantitative real-time PCR. Electrochemiluminescence immunoassay with Elecsys kit was used to measure HBV markers (HBsAg, anti-HBs, HBeAg, anti-HBe). Adverse events were recorded in detail. The primary outcome measure was HBeAg seroconversion rate after the 24-week follow-up, and non-inferiority was also tested. The difference in HBeAg seroconversion rate after treatment between the trial group and the control group and two-sided confidence interval (

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