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.Analysis of Influencing Factors of Death in the Elderly With Coronavirus Disease 2019 Based on Propensity Score Matching.
Ying CHEN ; Hai-Ping HUANG ; Xin LI ; Si-Jie CHAI ; Jia-Li YE ; Ding-Zi ZHOU ; Tao ZHANG
Acta Academiae Medicinae Sinicae 2025;47(3):375-381
Objective To analyze the influencing factors of death in the elderly with coronavirus disease 2019(COVID-19).Methods The case data of death caused by COVID-19 in West China Fourth Hospital from January 1 to July 8,2023 were collected,and surviving cases from the West China Elderly Health Cohort infected with COVID-19 during the same period were selected as the control.LASSO-Logistic regression was adopted to analyze the data after propensity score matching and the validity of the model was verified by drawing the receiver operating characteristic curve.Results A total of 3 239 COVID-19 survivors and 142 deaths with COVID-19 were included.The results of LASSO-Logistic regression showed that smoking(OR=3.33,95%CI=1.46-7.59,P=0.004),stroke(OR=3.55,95%CI=1.15-10.30,P=0.022),malignant tumors(OR=19.93, 95%CI=8.52-49.23, P<0.001),coronary heart disease(OR=7.68, 95%CI=3.52-17.07, P<0.001),fever(OR=0.51, 95%CI=0.26-0.96, P=0.042),difficulty breathing or asthma symptoms(OR=21.48, 95%CI=9.44-51.95, P<0.001),and vomiting(OR=8.19,95%CI=2.87-23.58, P<0.001)increased the risk of death with COVID-19.The prediction model constructed based on the influencing factors achieved an area under the curve of 0.889 in the test set.Conclusions Smoking,stroke,malignant tumors,coronary heart disease,fever,breathing difficulty or asthma symptoms,and vomiting were identified as key factors influencing the death risk in COVID-19.
Humans
;
COVID-19/mortality*
;
Aged
;
Propensity Score
;
China/epidemiology*
;
Risk Factors
;
Logistic Models
;
Smoking
;
SARS-CoV-2
;
Male
;
Female
;
Stroke
;
Neoplasms
3.Dosimetry effect of fluence smoothing in Monaco Treatment Planning System for short-course volumetric modulated arc therapy of preoperative rectal cancer
Yao XIAO ; De-li ZHOU ; Kun-pu SU ; Lin-shan LI ; Meng-yuan SI ; Yan-hai LIU ; Chuan CHEN
Chinese Medical Equipment Journal 2025;46(5):48-53
Objective To investigate the dosimetric differences in preoperative short-course volumetric modulated arc therapy(VMAT)for rectal cancer using different fluence smoothing(FS)levels in the Monaco Treatment Planning System(Monaco TPS).Methods Twenty rectal cancer patients who received preoperative neoadjuvant short-course VMAT at some hospital from September 2021 to December 2022 were retrospectively selected.Four groups of radiotherapy plans were formulated using the Monaco TPS for each case,which were classified into an off group,a low group,a medium group and a high group based on the FS levels.Then the four groups were compared in terms of the dosimetric parameters,monitor unit and number of the segments in the planning target volume(PTV)and organ at risk(OAR).Statistical analysis was performed using SPSS 27.0 software.Results All the four groups had the doses to the target volume meeting clinical requirements,which had no significant differences in the doses to 5%(D5%)and 95%(D95%)to the target volume and the maximum dose(Dmax),minimum dose(Dmin),mean dose(Dmean)and conformity index(all P>0.05).Statistical differences were found between the homogeneity indexes of the four groups(P<0.05),with the medium group behaving the best.The number of the segments rose while the mornitor units decreased siginificantly with the increase of FS levels,with the differences being statistically significant(P<0.05).There were no significant differences between the V25,V20,V15 and V10 of the small intestine,the V25 and V20 of the bladder and the V15 and V10 of the left and right femur(all P>0.05).Conclusion In preoperative short-course VMAT for rectal cancer,clinical requirements can be met with different FS levels in the Monaco TPS,and medium-level FS results in optimal overall dose distribution in terms of treatment planning.[Chinese Medical Equipment Journal,2025,46(5):48-53]
4.Comparison of peri-diaphragmatic hydrodissection versus artificial ascites/pleural effusion in assisting percutaneous ultrasound-guided microwave ablation of right subphrenic colorectal liver metastasis
Si QIN ; Jingwen ZHOU ; Hai HUANG ; Guangjian LIU
Chinese Journal of Ultrasonography 2025;34(11):992-998
Objective:To evaluate the efficacy and safety of peri-diaphragmatic hydrodissection in assisting microwave ablation(MWA)of right subphrenic colorectal liver metastasis(CRLM).Methods:A retrospective analysis was conducted on 101 patients with right subphrenic CRLMs(206 lesions)who underwent percutaneous ultrasound-guided MWA at the Sixth Affiliated Hospital,Sun Yat-sen University from June 2020 to June 2023. Patients were divided into contrast-enhanced ultrasound(CEUS)with hydrodissection group( n=63)and artificial ascites/pleural effusion group( n=38,there were 17 patients with artificial pleural effusion,21 patients with artificial ascites). In the CEUS with hydrodissection group,the peri-diaphragmatic water dissection was established during the post-vascular phase of CEUS. Lesion detection rates,visualization scores,local tumor progression(LTP),and complications were compared between the two groups. Results:In both the CEUS with hydrodissection group and the artificial ascites/pleural effusion group,the lesion detection rates(96.9% and 98.7%)and visualization scores[(3.7 ± 1.3)points and(4.6 ± 0.7)points]improved with water dissection assistance compared to conventional ultrasound[detection rates of 57.5% and 55.7%,visualization scores of(1.9 ± 1.0)points and(2.6 ± 1.5)points]and CEUS alone[detection rates of 78.0% and 78.5%,visualization scores of(3.1 ± 1.5)points and(3.7 ± 1.6)points](all P<0.001). The CEUS with hydrodissection group achieved comparable success rates(96.8% vs. 97.4%, P>0.99)but required less saline[60(30,90)ml vs. 500(500,1 000)ml, P<0.001]than artificial ascites/pleural effusion group. No significant differences were observed in LTP rates,complications,or pain scores(all P>0.05). Conclusions:CEUS combined with peri-diaphragmatic hydrodissection improves detection rates and visualization of right subphrenic CRLM while reducing fluid volume compared to artificial hydrothorax/ascites,serving as a safe and effective adjunct for percutaneous MWA.
5.Material basis of toad oil and its pharmacodynamic effect in a mouse model of atopic dermatitis.
Yu-Yang LIU ; Xin-Wei YAN ; Bao-Lin BIAN ; Yao-Hua DING ; Xiao-Lu WEI ; Meng-Yao TIAN ; Wei WANG ; Hai-Yu ZHAO ; Yan-Yan ZHOU ; Hong-Jie WANG ; Ying YANG ; Nan SI
China Journal of Chinese Materia Medica 2025;50(1):165-177
This study aims to comprehensively analyze the material basis of toad visceral oil(hereafter referred to as toad oil), and explore the pharmacological effect of toad oil on atopic dermatitis(AD). Ultra-high performance liquid chromatography-linear ion trap/orbitrap high-resolution mass spectrometry(UHPLC-LTQ-Orbitrap-MS) and gas chromatography-mass spectrometry(GC-MS) were employed to comprehensively identify the chemical components in toad oil. The animal model of AD was prepared by the hapten stimulation method. The modeled animals were respectively administrated with positive drug(0.1% hydrocortisone butyrate cream) and low-and high-doses(1%, 10%) of toad oil by gavage. The effect of toad oil on AD was evaluated with the AD score, ear swelling rate, spleen index, and pathological section results as indicators. A total of 99 components were identified by UHPLC-LTQ-Orbitrap-MS, including 14 bufadienolides, 7 fatty acids, 6 alkaloids, 10 ketones, 18 amides, and other compounds. After methylation of toad oil samples, a total of 20 compounds were identified by GC-MS. Compared with the model group, the low-and high-dose toad oil groups showed declined AD score, ear swelling rate, and spleen index, alleviated skin lesions, and reduced infiltrating mast cells. This study comprehensively analyzes the chemical composition and clarifies the material basis of toad oil. Meanwhile, this study proves that toad oil has a good therapeutic effect on AD and is a reserve resource of traditional Chinese medicine for external use in the treatment of AD.
Animals
;
Dermatitis, Atopic/immunology*
;
Disease Models, Animal
;
Mice
;
Male
;
Gas Chromatography-Mass Spectrometry
;
Humans
;
Bufonidae
;
Oils/administration & dosage*
;
Chromatography, High Pressure Liquid
;
Female
;
Mice, Inbred BALB C
6.Application of genome tagging technology in elucidating the function of sperm-specific protein 411 (Ssp411).
Xue-Hai ZHOU ; Min-Min HUA ; Jia-Nan TANG ; Bang-Guo WU ; Xue-Mei WANG ; Chang-Gen SHI ; Yang YANG ; Jun WU ; Bin WU ; Bao-Li ZHANG ; Yi-Si SUN ; Tian-Cheng ZHANG ; Hui-Juan SHI
Asian Journal of Andrology 2025;27(1):120-128
The genome tagging project (GTP) plays a pivotal role in addressing a critical gap in the understanding of protein functions. Within this framework, we successfully generated a human influenza hemagglutinin-tagged sperm-specific protein 411 (HA-tagged Ssp411) mouse model. This model is instrumental in probing the expression and function of Ssp411. Our research revealed that Ssp411 is expressed in the round spermatids, elongating spermatids, elongated spermatids, and epididymal spermatozoa. The comprehensive examination of the distribution of Ssp411 in these germ cells offers new perspectives on its involvement in spermiogenesis. Nevertheless, rigorous further inquiry is imperative to elucidate the precise mechanistic underpinnings of these functions. Ssp411 is not detectable in metaphase II (MII) oocytes, zygotes, or 2-cell stage embryos, highlighting its intricate role in early embryonic development. These findings not only advance our understanding of the role of Ssp411 in reproductive physiology but also significantly contribute to the overarching goals of the GTP, fostering groundbreaking advancements in the fields of spermiogenesis and reproductive biology.
Animals
;
Female
;
Humans
;
Male
;
Mice
;
Spermatids/metabolism*
;
Spermatogenesis/physiology*
;
Spermatozoa/metabolism*
;
Thioredoxins/genetics*
7.Application progress of micro-CT and finite element analysis techniques in scaphoid bone research
Yuan LYU ; De-zhou ZHANG ; Hai-long QIAN ; Si-min WANG ; Chao-qun WANG ; Kun LI ; Jie CHEN ; Xue BAI ; Hai-long ZHAO ; Shao-jie ZHANG ; Yuan MA ; Zhi-jun LI ; Jun SHI ; Xing WANG
Journal of Regional Anatomy and Operative Surgery 2025;34(2):168-173
The scaphoid bone is one of the important bone of hand,which is frequently injured and difficult to treat in clinical practice.Therefore,it is very important to deeply study the microstructure and biomechanical characteristics of the scaphoid bone for understanding its injury mechanism and optimizing treatment scheme.Microcomputed tomography(micro-CT)provides high-resolution imaging of bone tissue,while finite element analysis can help to simulate the stress distribution and behavioral patterns of the scaphoid bone under various physiological and pathological states.The high-resolution three-dimensional image of the scaphoid bone obtained by micro-CT technology can be used to construct finite element models of real anatomical structure of the scaphoid bone,thus achieving accurate simulation of the mechanical properties of the scaphoid bone.The fusion of these two advanced technologies provides a new perspective for revealing the structural and functional relationships and injury mechanism of the scaphoid bone.Therefore,this paper reviews the anatomical characteristics of the scaphoid bone and its biomechanical behavior in different states,emphasizing the specific applications and advantages of micro-CT and finite element analysis techniques in the study of the scaphoid bone.By summarizing the research findings in recent years,this paper provides novel scientific basis and methods for the diagnosis,treatment,and prevention of scaphoid bone-related disorders.
8.Dosimetry effect of fluence smoothing in Monaco Treatment Planning System for short-course volumetric modulated arc therapy of preoperative rectal cancer
Yao XIAO ; De-li ZHOU ; Kun-pu SU ; Lin-shan LI ; Meng-yuan SI ; Yan-hai LIU ; Chuan CHEN
Chinese Medical Equipment Journal 2025;46(5):48-53
Objective To investigate the dosimetric differences in preoperative short-course volumetric modulated arc therapy(VMAT)for rectal cancer using different fluence smoothing(FS)levels in the Monaco Treatment Planning System(Monaco TPS).Methods Twenty rectal cancer patients who received preoperative neoadjuvant short-course VMAT at some hospital from September 2021 to December 2022 were retrospectively selected.Four groups of radiotherapy plans were formulated using the Monaco TPS for each case,which were classified into an off group,a low group,a medium group and a high group based on the FS levels.Then the four groups were compared in terms of the dosimetric parameters,monitor unit and number of the segments in the planning target volume(PTV)and organ at risk(OAR).Statistical analysis was performed using SPSS 27.0 software.Results All the four groups had the doses to the target volume meeting clinical requirements,which had no significant differences in the doses to 5%(D5%)and 95%(D95%)to the target volume and the maximum dose(Dmax),minimum dose(Dmin),mean dose(Dmean)and conformity index(all P>0.05).Statistical differences were found between the homogeneity indexes of the four groups(P<0.05),with the medium group behaving the best.The number of the segments rose while the mornitor units decreased siginificantly with the increase of FS levels,with the differences being statistically significant(P<0.05).There were no significant differences between the V25,V20,V15 and V10 of the small intestine,the V25 and V20 of the bladder and the V15 and V10 of the left and right femur(all P>0.05).Conclusion In preoperative short-course VMAT for rectal cancer,clinical requirements can be met with different FS levels in the Monaco TPS,and medium-level FS results in optimal overall dose distribution in terms of treatment planning.[Chinese Medical Equipment Journal,2025,46(5):48-53]
9.Application progress of micro-CT and finite element analysis techniques in scaphoid bone research
Yuan LYU ; De-zhou ZHANG ; Hai-long QIAN ; Si-min WANG ; Chao-qun WANG ; Kun LI ; Jie CHEN ; Xue BAI ; Hai-long ZHAO ; Shao-jie ZHANG ; Yuan MA ; Zhi-jun LI ; Jun SHI ; Xing WANG
Journal of Regional Anatomy and Operative Surgery 2025;34(2):168-173
The scaphoid bone is one of the important bone of hand,which is frequently injured and difficult to treat in clinical practice.Therefore,it is very important to deeply study the microstructure and biomechanical characteristics of the scaphoid bone for understanding its injury mechanism and optimizing treatment scheme.Microcomputed tomography(micro-CT)provides high-resolution imaging of bone tissue,while finite element analysis can help to simulate the stress distribution and behavioral patterns of the scaphoid bone under various physiological and pathological states.The high-resolution three-dimensional image of the scaphoid bone obtained by micro-CT technology can be used to construct finite element models of real anatomical structure of the scaphoid bone,thus achieving accurate simulation of the mechanical properties of the scaphoid bone.The fusion of these two advanced technologies provides a new perspective for revealing the structural and functional relationships and injury mechanism of the scaphoid bone.Therefore,this paper reviews the anatomical characteristics of the scaphoid bone and its biomechanical behavior in different states,emphasizing the specific applications and advantages of micro-CT and finite element analysis techniques in the study of the scaphoid bone.By summarizing the research findings in recent years,this paper provides novel scientific basis and methods for the diagnosis,treatment,and prevention of scaphoid bone-related disorders.
10.Comparison of peri-diaphragmatic hydrodissection versus artificial ascites/pleural effusion in assisting percutaneous ultrasound-guided microwave ablation of right subphrenic colorectal liver metastasis
Si QIN ; Jingwen ZHOU ; Hai HUANG ; Guangjian LIU
Chinese Journal of Ultrasonography 2025;34(11):992-998
Objective:To evaluate the efficacy and safety of peri-diaphragmatic hydrodissection in assisting microwave ablation(MWA)of right subphrenic colorectal liver metastasis(CRLM).Methods:A retrospective analysis was conducted on 101 patients with right subphrenic CRLMs(206 lesions)who underwent percutaneous ultrasound-guided MWA at the Sixth Affiliated Hospital,Sun Yat-sen University from June 2020 to June 2023. Patients were divided into contrast-enhanced ultrasound(CEUS)with hydrodissection group( n=63)and artificial ascites/pleural effusion group( n=38,there were 17 patients with artificial pleural effusion,21 patients with artificial ascites). In the CEUS with hydrodissection group,the peri-diaphragmatic water dissection was established during the post-vascular phase of CEUS. Lesion detection rates,visualization scores,local tumor progression(LTP),and complications were compared between the two groups. Results:In both the CEUS with hydrodissection group and the artificial ascites/pleural effusion group,the lesion detection rates(96.9% and 98.7%)and visualization scores[(3.7 ± 1.3)points and(4.6 ± 0.7)points]improved with water dissection assistance compared to conventional ultrasound[detection rates of 57.5% and 55.7%,visualization scores of(1.9 ± 1.0)points and(2.6 ± 1.5)points]and CEUS alone[detection rates of 78.0% and 78.5%,visualization scores of(3.1 ± 1.5)points and(3.7 ± 1.6)points](all P<0.001). The CEUS with hydrodissection group achieved comparable success rates(96.8% vs. 97.4%, P>0.99)but required less saline[60(30,90)ml vs. 500(500,1 000)ml, P<0.001]than artificial ascites/pleural effusion group. No significant differences were observed in LTP rates,complications,or pain scores(all P>0.05). Conclusions:CEUS combined with peri-diaphragmatic hydrodissection improves detection rates and visualization of right subphrenic CRLM while reducing fluid volume compared to artificial hydrothorax/ascites,serving as a safe and effective adjunct for percutaneous MWA.

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