1.Synthetic CT generation from NPC MRI using Transformer-based generative adversarial network
Fanghua LI ; Shouliang DING ; Yongbao LI ; Biaoshui LIU ; Li CHEN ; Xiaoyan HUANG ; Hongdong LIU
Chinese Journal of Medical Physics 2025;42(6):701-707
Objective To compare the performance of two different deep learning models,VTcGAN and Pix2pix,in generating synthetic computed tomography(sCT)from magnetic resonance imaging(MRI)of nasopharyngeal carcinoma(NPC),and to evaluate their accuracies in treatment planning dose calculations.Methods MRI and CT images as well as treatment planning data of 115 NPC patients were retrospectively selected,and paired dataset was obtained through rigid image registration,with 105 cases as the training set,and the remaining 10 cases as the test set.Two kinds of models,namely Pix2pix model based on conventional convolutional neural network and the improved VTcGAN model based on Transformer network,were constructed with the consistent structure except for the bottleneck network in the generator.The generated sCT images(sCTPix2pix and sCTVTcGAN)were assessed in terms of image quality,intensity value and dosimetric differences.Results For the cases in test set,the mean error,mean absolute error,peak signal-to-noise ratio,and structural similarity index between the ground truth CT images and the sCTPix2pix were(-0.86±12.42)HU,(40.77±3.06)HU,(33.45±0.62)dB,and 0.928±0.013,respectively;and those between the ground truth CT images and the sCTVTcGAN were(-1.10±8.56)HU,(37.40±2.08)HU,(34.33±0.45)dB,and 0.936±0.009,respectively.For the criterion of 1 mm/1%,the averaged gamma passing rates of sCTPix2pix and sCTVTcGAN were(96.62±1.08)%and(96.88±0.99)%at a dose threshold of 10%,(94.31±1.03)%and(94.72±0.91)%at a dose threshold of 50%,(84.62±1.74)%and(86.06±1.41)%at a dose threshold of 80%,respectively.Conclusion The proposed VTcGAN model is superior to the traditional Pix2pix model in terms of accuracy in generating sCT from MRI of NPC,and it can fulfill the requirements for dose calculation in the MRI-Only workflow.
2.Synthetic CT generation from NPC MRI using Transformer-based generative adversarial network
Fanghua LI ; Shouliang DING ; Yongbao LI ; Biaoshui LIU ; Li CHEN ; Xiaoyan HUANG ; Hongdong LIU
Chinese Journal of Medical Physics 2025;42(6):701-707
Objective To compare the performance of two different deep learning models,VTcGAN and Pix2pix,in generating synthetic computed tomography(sCT)from magnetic resonance imaging(MRI)of nasopharyngeal carcinoma(NPC),and to evaluate their accuracies in treatment planning dose calculations.Methods MRI and CT images as well as treatment planning data of 115 NPC patients were retrospectively selected,and paired dataset was obtained through rigid image registration,with 105 cases as the training set,and the remaining 10 cases as the test set.Two kinds of models,namely Pix2pix model based on conventional convolutional neural network and the improved VTcGAN model based on Transformer network,were constructed with the consistent structure except for the bottleneck network in the generator.The generated sCT images(sCTPix2pix and sCTVTcGAN)were assessed in terms of image quality,intensity value and dosimetric differences.Results For the cases in test set,the mean error,mean absolute error,peak signal-to-noise ratio,and structural similarity index between the ground truth CT images and the sCTPix2pix were(-0.86±12.42)HU,(40.77±3.06)HU,(33.45±0.62)dB,and 0.928±0.013,respectively;and those between the ground truth CT images and the sCTVTcGAN were(-1.10±8.56)HU,(37.40±2.08)HU,(34.33±0.45)dB,and 0.936±0.009,respectively.For the criterion of 1 mm/1%,the averaged gamma passing rates of sCTPix2pix and sCTVTcGAN were(96.62±1.08)%and(96.88±0.99)%at a dose threshold of 10%,(94.31±1.03)%and(94.72±0.91)%at a dose threshold of 50%,(84.62±1.74)%and(86.06±1.41)%at a dose threshold of 80%,respectively.Conclusion The proposed VTcGAN model is superior to the traditional Pix2pix model in terms of accuracy in generating sCT from MRI of NPC,and it can fulfill the requirements for dose calculation in the MRI-Only workflow.
3.A clinical analysis on the distribution characteristics of dermatophagoides pteronyssinus allergen components among children with allergic rhinitis and asthma in a hospital of pediatric in Shenzhen City from 2021 to 2024
Shijie ZHUANG ; Tingting FAN ; Xinyu RUAN ; Rongli LAI ; Weijuan YAN ; Chunyan LIU ; Zhiwei LU ; Miaofeng HUANG ; Fanghua YANG ; Yanmin BAO
Chinese Journal of Preventive Medicine 2024;58(12):1885-1893
Objective:To investigate the distribution characteristics and analyze the clinical significance of dermatophagoides pteronyssinus allergen components in children with allergic rhinitis and asthma in Shenzhen.Methods:This study was a cross-sectional study. The clinical data of children with allergic rhinitis and asthma induced by dust mites admitted to the allergy clinic of Shenzhen Children′s Hospital from 2021 to 2024 were collected and the serum sIgE levels of dermatophagoides pteronyssinus, dermatophagoides farinae (Der p, Der f) and dermatophagoides pteronyssinus components (Der p 1, Der p 2, Der p 10, Der p 23) were detected by magnetic bead chemiluminescence method. The correlation between dermatophagoides pteronyssinus allergen components and clinical data of children was analyzed. According to the diagnosis, the children were divided into allergic rhinitis (AR) group and AR with asthma (ARAS) group. According to the age, the children were divided into preschool age (5 years ≤age<7 years), school age (7 years ≤age<10 years) and adolescence (10 years ≤age≤15 years). The expression differences of dermatophagoides pteronyssinus components among AR group and ARAS group and different age groups were compared.Results:A total of 314 children with allergic rhinitis and asthma caused by dust mites were included in the study, of whom 112 were male and 202 were female. There were 188 cases of AR and 126 cases of ARAS, aged 5-15 years, with a median age of 7.54 years and an average age of (8.02±2.24) years. BMI was 13.89-31.76 kg/m 2,the median BMI was 15.87 kg/m2 and average BMI was (16.55±3.05) kg/m2. There was not statistically significant difference in gender, age, BMI, blood eosinophils, blood basophils, FeNO, FVC and FEV1 between the AR group and the ARAS group ( P>0.05). There was significant difference in FEV1/FVC and small airway function indexes MMEF, MEF75%, MEF50% and MEF25% between the AR group and the ARAS group ( P<0.05). In the 314 children, the dermatophagoides pteronyssinus allergen components sensitization rates were in the order of Der p 1 (97.1%), Der p 2 (89.8%), Der p 23 (55.1%), Der p 10 (8.6%), and the difference in the positive rate was statistically significant (χ 2=658.31, P<0.001). There was not significant difference in Der p 1, Der p 2 and Der p 10 among children of different ages ( P>0.05). There was significant difference in Der p 23 among children of different ages (χ 2=7.29, P=0.03). A correlation analysis showed that Der p, Der f, Der p 1 and Der p 2 had a high positive correlation ( P<0.001). Eosinophils are positively correlated with Der p, Der f, Der p 1, Der p 2, Der p 10 and Der p 23 ( P<0.001). FeNO is positively correlated with Der p, Der f, and Der p 23 ( P<0.05). Small airway function indicators MMEF, MEF50% and MEF25% are negatively correlated with Der p, Der f and Der p 1 ( P<0.05). The sIgE levels of Der p, Der f, Der p 1, Der p 2 and Der p 10 in the AR group were significantly lower than those in the ARAS group ( P<0.05). In the ARAS group, 120 cases (95.24%) showed positive results for at least 2 dermatophagoides pteronyssinus components, while 71 cases (56.35%) showed positive results for at least 3 dermatophagoides pteronyssinus components. In the AR group, 171 cases (90.96%) showed positive results for at least 2 dermatophagoides pteronyssinus components, while 94 cases (50.00%) showed positive results for at least 3 dermatophagoides pteronyssinus components. Conclusion:Der p 1, Der p 2 and Der p 23 may be the main dermatophagoides pteronyssinus allergen components that induce allergic rhinitis and asthma in Shenzhen City. The elevation of sIgE levels in the dermatophagoides pteronyssinus components can aggravate the severity of lower airway eosinophilic inflammation and airway obstruction. Attention should be paid to the detection of dermatophagoides pteronyssinus components in children with poor response to dust mite-allergen specific immunotherapy.
4.Aanlysis on Quality Attribute Transfer Law of Liquid-solid Preparation of Shengxuebao
Aijun CHEN ; Siqi HUANG ; Xiaoxuan LIU ; Yu TANG ; Fanghua ZHANG ; Yumeng KONG ; Wenlong LIU ; Xili ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(20):135-140
ObjectiveTaking Shengxuebao as the model traditional Chinese medicine(TCM), this study aims to explore the methodologies and transfer patterns in the composition changes of TCM compound preparations from liquid to solid dosage forms. MethodBased on the previously established ultra-high performance liquid chromatography(UPLC) qualitative and quantitative methods for Shengxuebao, the fingerprint profiles of three preparations of Shengxuebao(homemade decoction, commercially available granules and mixtures) were established, and nineteen components were quantitatively analyzed. The similarities of fingerprint profiles among these three preparations were assessed using the Similarity Evaluation System for Chromatographic Fingerprint of TCM(2012 edition) and the total quantum statistical moment similarity method, respectively. The molecular connectivity index (MCI) and the average molar MCI of the chemical components in the three preparations were calculated. Seventy-two MCI values across 0-8 orders, including 8 subclasses, were calculated. The average molar MCI of 0-3 orders was used to study the "imprint template" structural characteristics and transfer patterns of the medicinal component groups. ResultThe similarities of the fingerprint profile of the decoction with those of the control, granules, and mixtures were 0.971, 0.888 and 0.799, respectively, indicating that the chemical composition of the granules and mixtures differed from that of the decoction, and that the 19 components were able to basically respond to the overall situation of the component group of Shengxuebao decoction. The total mass fractions of the detectable major components in Shengxuebao decoction, granules and mixtures was measured to be 5.498 6, 2.282 0, 1.416 6 mg·g-1, respectively. The average molar MCI of 0-3 orders showed a gradual decrease across the three preparations, with the trend of decoction>granules>mixtures, indicating subtle changes in the overall structural characteristics of the chemical components in the samples of the three preparations. ConclusionAmong the three formulations of Shengxuebao, the traditional decoction contained the highest variety and quantity of components and carried the most substantial amount of component information, with a decreasing order observed in the granules and mixtures. This study further validates that traditional decoction is a reliable and fundamental dosage form, providing a reference for the modernization of TCM dosage forms and the quality consistency evaluation of compound preparations.
5.A clinical analysis on the distribution characteristics of dermatophagoides pteronyssinus allergen components among children with allergic rhinitis and asthma in a hospital of pediatric in Shenzhen City from 2021 to 2024
Shijie ZHUANG ; Tingting FAN ; Xinyu RUAN ; Rongli LAI ; Weijuan YAN ; Chunyan LIU ; Zhiwei LU ; Miaofeng HUANG ; Fanghua YANG ; Yanmin BAO
Chinese Journal of Preventive Medicine 2024;58(12):1885-1893
Objective:To investigate the distribution characteristics and analyze the clinical significance of dermatophagoides pteronyssinus allergen components in children with allergic rhinitis and asthma in Shenzhen.Methods:This study was a cross-sectional study. The clinical data of children with allergic rhinitis and asthma induced by dust mites admitted to the allergy clinic of Shenzhen Children′s Hospital from 2021 to 2024 were collected and the serum sIgE levels of dermatophagoides pteronyssinus, dermatophagoides farinae (Der p, Der f) and dermatophagoides pteronyssinus components (Der p 1, Der p 2, Der p 10, Der p 23) were detected by magnetic bead chemiluminescence method. The correlation between dermatophagoides pteronyssinus allergen components and clinical data of children was analyzed. According to the diagnosis, the children were divided into allergic rhinitis (AR) group and AR with asthma (ARAS) group. According to the age, the children were divided into preschool age (5 years ≤age<7 years), school age (7 years ≤age<10 years) and adolescence (10 years ≤age≤15 years). The expression differences of dermatophagoides pteronyssinus components among AR group and ARAS group and different age groups were compared.Results:A total of 314 children with allergic rhinitis and asthma caused by dust mites were included in the study, of whom 112 were male and 202 were female. There were 188 cases of AR and 126 cases of ARAS, aged 5-15 years, with a median age of 7.54 years and an average age of (8.02±2.24) years. BMI was 13.89-31.76 kg/m 2,the median BMI was 15.87 kg/m2 and average BMI was (16.55±3.05) kg/m2. There was not statistically significant difference in gender, age, BMI, blood eosinophils, blood basophils, FeNO, FVC and FEV1 between the AR group and the ARAS group ( P>0.05). There was significant difference in FEV1/FVC and small airway function indexes MMEF, MEF75%, MEF50% and MEF25% between the AR group and the ARAS group ( P<0.05). In the 314 children, the dermatophagoides pteronyssinus allergen components sensitization rates were in the order of Der p 1 (97.1%), Der p 2 (89.8%), Der p 23 (55.1%), Der p 10 (8.6%), and the difference in the positive rate was statistically significant (χ 2=658.31, P<0.001). There was not significant difference in Der p 1, Der p 2 and Der p 10 among children of different ages ( P>0.05). There was significant difference in Der p 23 among children of different ages (χ 2=7.29, P=0.03). A correlation analysis showed that Der p, Der f, Der p 1 and Der p 2 had a high positive correlation ( P<0.001). Eosinophils are positively correlated with Der p, Der f, Der p 1, Der p 2, Der p 10 and Der p 23 ( P<0.001). FeNO is positively correlated with Der p, Der f, and Der p 23 ( P<0.05). Small airway function indicators MMEF, MEF50% and MEF25% are negatively correlated with Der p, Der f and Der p 1 ( P<0.05). The sIgE levels of Der p, Der f, Der p 1, Der p 2 and Der p 10 in the AR group were significantly lower than those in the ARAS group ( P<0.05). In the ARAS group, 120 cases (95.24%) showed positive results for at least 2 dermatophagoides pteronyssinus components, while 71 cases (56.35%) showed positive results for at least 3 dermatophagoides pteronyssinus components. In the AR group, 171 cases (90.96%) showed positive results for at least 2 dermatophagoides pteronyssinus components, while 94 cases (50.00%) showed positive results for at least 3 dermatophagoides pteronyssinus components. Conclusion:Der p 1, Der p 2 and Der p 23 may be the main dermatophagoides pteronyssinus allergen components that induce allergic rhinitis and asthma in Shenzhen City. The elevation of sIgE levels in the dermatophagoides pteronyssinus components can aggravate the severity of lower airway eosinophilic inflammation and airway obstruction. Attention should be paid to the detection of dermatophagoides pteronyssinus components in children with poor response to dust mite-allergen specific immunotherapy.
6.Rice bran oil supplementation protects swine weanlings against diarrhea and lipopolysaccharide challenge.
Juncheng HUANG ; Wenxia QIN ; Baoyang XU ; Haihui SUN ; Fanghua JING ; Yunzheng XU ; Jianan ZHAO ; Yuwen CHEN ; Libao MA ; Xianghua YAN
Journal of Zhejiang University. Science. B 2023;24(5):430-441
Early weaned piglets suffer from oxidative stress and enteral infection, which usually results in gut microbial dysbiosis, serve diarrhea, and even death. Rice bran oil (RBO), a polyphenol-enriched by-product of rice processing, has been shown to have antioxidant and anti-inflammatory properties both in vivo and in vitro. Here, we ascertained the proper RBO supplementation level, and subsequently determined its effects on lipopolysaccharide (LPS)-induced intestinal dysfunction in weaned piglets. A total of 168 piglets were randomly allocated into four groups of seven replicates (42 piglets each group, (21±1) d of age, body weight (7.60±0.04) kg, and half males and half females) and were given basal diet (Ctrl) or basal diet supplemented with 0.01% (mass fraction) RBO (RBO1), 0.02% RBO (RBO2), or 0.03% RBO (RBO3) for 21 d. Then, seven piglets from the Ctrl and the RBO were treated with LPS (100 μg/kg body weight (BW)) as LPS group and RBO+LPS group, respectively. Meanwhile, seven piglets from the Ctrl were treated with the saline vehicle (Ctrl group). Four hours later, all treated piglets were sacrificed for taking samples of plasma, jejunum tissues, and feces. The results showed that 0.02% was the optimal dose of dietary RBO supplementation based on diarrhea, average daily gain, and average daily feed intake indices in early weaning piglets. Furthermore, RBO protected piglets against LPS-induced jejunal epithelium damage, which was indicated by the increases in villus height, villus height/crypt depth ratio, and Claudin-1 levels, as well as a decreased level of jejunal epithelium apoptosis. RBO also improved the antioxidant ability of LPS-challenged piglets, which was indicated by the elevated concentrations of catalase and superoxide dismutase, and increased total antioxidant capacity, as well as the decreased concentrations of diamine oxidase and malondialdehyde in plasma. Meanwhile, RBO improved the immune function of LPS-challenged weaned piglets, which was indicated by elevated immunoglobulin A (IgA), IgM, β-defensin-1, and lysozyme levels in the plasma. In addition, RBO supplementation improved the LPS challenge-induced dysbiosis of gut microbiota. Particularly, the indices of antioxidant capacity, intestinal damage, and immunity were significantly associated with the RBO-regulated gut microbiota. These findings suggested that 0.02% RBO is a suitable dose to protect against LPS-induced intestinal damage, oxidative stress, and jejunal microbiota dysbiosis in early weaned piglets.
Male
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Female
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Swine
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Animals
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Lipopolysaccharides/toxicity*
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Antioxidants/pharmacology*
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Rice Bran Oil
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Dysbiosis
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Dietary Supplements
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Diarrhea/veterinary*
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Weaning
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Body Weight
7. Research strategies and considerations on non-clinical pharmacokinetics of nanomedicine
Shujun FU ; Fanghua HUANG ; Tao SUN ; Qingli WANG ; Jingkai GU ; Wei WU
Chinese Journal of Clinical Pharmacology and Therapeutics 2021;26(8):842-850
With the rapid development of nanotechnology, the research and development of nanomedicine has become one of the current development directions of drug innovation. The pharmacokinetic characteristics of nanomedicine are significantly different from general drugs because of the scale effect based on nanostructures, and pharmacokinetics studies of nanomedicine may be different from the general drugs. This article focuses on the research strategies and considerations on non-clinical pharmacokinetics of nanomedicine, including test agents, in vivo/in vitro assays, biological sample analysis, data evaluation and analysis etc., providing references for developers.
8.Status quo of research ability and research needs of 577 nurses
Jianhui XIE ; Lihui ZHU ; Huayan LIU ; Fanghua QIN ; Yaqi OUYANG ; Yuan HUANG ; Yuyuan XIONG
Chinese Journal of Modern Nursing 2020;26(32):4489-4494
Objective:To perform principal component analysis on the status quo of nurses' research ability, and explore the status quo of their relevant research needs.Methods:In this cross-sectional study, totally 588 clinical nurses working in a children's hospital in Hunan Province from July to December 2019 were selected by stratified random sampling and investigated with the self-designed questionnaire. The survey content included three parts: the first part was general information; the second part was the survey of the status quo of nurses' research ability; the third part was the survey of the status quo of nurses' research needs. A total of 588 questionnaires were distributed, and 577 questionnaires were collected, accounting for an effective recovery rate of 98.13%.Results:The three items with the higher scores in the survey of research ability status were frequently search for professional materials through the Internet (3.255±0.491) scores, able to perform statistical description (2.931±0.572) scores and able to use Chinese database (2.894±0.429) scores. The three items with the higher need for research ability were project application 80.94% (467/577) , paper writing 76.95% (444/577) and special lecture 71.92% (415/577) , whereas the three items with the lower need for research ability were continuing learning 46.10% (266/577) , retrieving documents 40.90% (236/577) and group symposium 38.30% (211/577) .Conclusions:Nursing staff has relatively good ability in information retrieval and basic statistics, but relatively poor ability in paper writing. The research ability of nurses can be summarized as statistical analysis ability, information retrieval/document reading ability, research topic selection ability and paper writing ability. Attention should be paid to whether there are high research needs in the weak links of research ability, and nursing research guidance and education should be provided purposively.
9. Value of dermoscopy in differential diagnosis of extramammary Paget′s disease and chronic eczema of the vulva
Wei ZHANG ; Liming HUANG ; Jin NIE ; Minzhi WU ; Fanghua HE ; Xinfeng LU ; Yan WANG ; Xuebao SHAO ; Jingjing LI ; Xingfan MO ; Liang ZHAO ; Jianfang SUN
Chinese Journal of Dermatology 2019;52(9):636-639
Objective:
To describe the dermoscopic features of extramammary Paget′s disease (EMPD) and chronic eczema of the vulva, and to explore the value of dermoscopy in the diagnosis and differential diagnosis of the above diseases.
Methods:
Dermoscopic images were collected from 20 patients with histopathologically confirmed vulvar EMPD and 16 patients with clinically confirmed chronic eczema of the vulva in Hospital for Skin Diseases, Chinese Academy of Medical Sciences and Pekin Union Medical College from January 2017 to April 2018, and retrospectively analyzed. Fisher′s exact test was used to compare the prevalence of dermoscopic features between the two groups.
Results:
As dermoscopy showed, the milky red background was observed in 19 EMPD patients and in only 1 patient with chronic eczema, and there was a significant difference in the prevalence of milky red background between the two groups (
10.Research status quo and progress on multimorbidity in elderly patients
Jiaxing LIAO ; Fanghua GONG ; Juan HUANG ; Ting ZHANG ; Yuanyuan ZENG ; Zixin XIONG
Chinese Journal of Modern Nursing 2019;25(28):3569-3573
"Living the old age life with multimorbidity" has become the normal life of the elderly. How to realize the management of multimorbidity in the context of the combination of medical and health care is a hot topic of geriatrics, and also one of the important measures to cope with the national health strategy of "all-round and full-cycle protection of people's health" put forward in "Healthy China 2030". On the basis of literature search, this paper summarizes the research status and progress of the multimorbidity in elderly patients, so that it is expected to play a certain promoting role in the comorbidity management of chronic disease for the elderly in China.

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