1.Construction and Clinical Validation of a Deep Learning-Based Automatic Measurement Model for Palmar Tilt and Radial Inclination in Distal Radius Fractures
Guoda DAI ; Jianwei WANG ; Mao WU ; Bin KANG ; Yang SHAO ; Hengyan CUI ; Shaoshuo LI ; Tingchen ZHU ; Zhen HUA ; Zhongming SHEN ; Jintao LIU ; Ming ZHOU
Journal of Traditional Chinese Medicine 2026;67(10):1093-1100
ObjectiveTo construct an automatic measurement model for palmar tilt and radial inclination suitable for traditional Chinese medicine (TCM) clinical scenarios, and to validate its accuracy and efficiency in TCM manipulative reduction settings. MethodsData on anteroposterior (AP) and lateral X-rays of distal radius fractures were collected from patients admitted to 18 TCM/ integrated TCM and western medicine hospitals in Jiangsu province between September 1st, 2023, and September 1st, 2024, via the Jiangsu Diagnosis and Treatment Big Data Platform for TCM Dominant Diseases. A medical image segmentation framework based on multi-scale feature fusion and edge-awareness was employed, combined with anatomical knowledge specific to TCM orthopedics, to optimize the feature extraction strategy of an artificial intelligence (AI) model. This framework enabled automatic segmentation of fracture regions and measurement of distal radius palmar tilt and radial inclination. The accuracy of the AI model in measuring radial inclination and volar tilt was validated, and the measurement time and average time gain rate of the AI model were compared to those of manual measurement. ResultsA total of 15,444 AP and lateral X-ray images of distal radius fractures were collected, and were divided into a training set (11,144 images, 5066 AP and 6078 lateral), a validation set (3700 images, 1840 AP and 1860 lateral), and an independent test set (600 images, 300 AP and 300 lateral) after preprocessing. In the measurement of 300 AP X-rays in the independent test set for radial inclination, when the degree error between AI measurement and manual measurement was <3° and <5°, AI measurement accuracy was 83% and 93%, respectively. In 300 lateral X-rays in the test set for palmar tilt, when AI measurements had an error of <3° and <5° compared to manual measurements, corresponding accuracy rate was 78% and 90%, respectively. For 50 X-ray images, AI measurement time was (1.37±0.05) min for radial inclination while manual measurement time was (22.57±2.52) min (P<0.001); in terms of palmar tilt, the AI measurement time was (1.33±0.14) min, shorter than (23.70±2.80) min for manual measurement time (P<0.001). Average time gain rates for manual and AI measurements were 93.93% and 94.39% respectively. ConclusionAn automatic measurement model for palmar tilt and radial inclination in distal radius fractures has been established, enabling more accurate and efficient assessment as well as providing a tool to support the quantitative evaluation of the efficacy of TCM manipulative reduction and large-sample clinical research.
2.Application of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in the diagnosis of abnormal lymph nodes
Bin QIU ; Kejing SHAO ; Jun CHEN
Chinese Journal of Radiological Health 2026;35(2):246-250
Objective To explore the efficacy of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) in distinguishing the properties of abnormal lymph nodes and its role in assessing the prognosis of patients with related diseases, and to provide more precise evidence for clinical diagnosis and treatment regimen formulation. Methods The clinical data of 97 patients with malignant tumors diagnosed with abnormal lymph nodes at Wuxi People’s Hospital Affiliated to Nanjing Medical University between April 2024 and June 2025 were retrospectively analyzed. Patients were divided into a malignant lymph node group (n=47) and a benign lymph node group (n=50) based on pathological results. PET/CT metabolic parameters [maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), metabolic tumor volume (MTV), and total lesion glycolysis (TLG)] were compared between the two groups of patients. Receiver operating characteristic curves were used to evaluate the diagnostic value of 18F-FDG PET/CT parameters for abnormal lymph nodes. Progression-free survival was compared among patients in the malignant lymph node group stratified by different levels of SUVmax, SUVmean, MTV, and TLG. Results SUVmax, SUVmean, MTV, and TLG were significantly higher in the malignant lymph node group than in the benign lymph node group (P < 0.05). The areas under the receiver operating characteristic curves for predicting malignant lymph nodes with SUVmax, SUVmean, MTV, and TLG were 0.761, 0.855, 0.860, and 0.792, with sensitivities of 74.47%, 82.98%, 74.47%, and 70.21%, and specificities of 76.00%, 76.00%, 90.00%, and 82.00%, respectively (P < 0.05). Comparison of progression-free survival in patients with malignant lymph nodes with different 18F-FDG PET/CT parameter levels revealed that patients with lower levels of SUVmax, SUVmean, MTV, and TLG had significantly longer progression-free survival than those with higher levels (Log-rank χ2=4.297, P=0.038; Log-rank χ2=6.569, P=0.010; Log-rank χ2=5.970, P=0.015; and Log-rank χ2=7.422, P=0.006, respectively). Conclusion 18F-FDG PET/CT metabolic parameters (SUVmax, SUVmean, MTV, and TLG) demonstrate high efficacy in the differential diagnosis of benign and malignant abnormal lymph nodes and prognostic evaluation, providing significant guidance for clinical treatment decisions.
3.Application of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in the diagnosis of abnormal lymph nodes
Bin QIU ; Kejing SHAO ; Jun CHEN
Chinese Journal of Radiological Health 2026;35(2):246-250
Objective To explore the efficacy of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) in distinguishing the properties of abnormal lymph nodes and its role in assessing the prognosis of patients with related diseases, and to provide more precise evidence for clinical diagnosis and treatment regimen formulation. Methods The clinical data of 97 patients with malignant tumors diagnosed with abnormal lymph nodes at Wuxi People’s Hospital Affiliated to Nanjing Medical University between April 2024 and June 2025 were retrospectively analyzed. Patients were divided into a malignant lymph node group (n=47) and a benign lymph node group (n=50) based on pathological results. PET/CT metabolic parameters [maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), metabolic tumor volume (MTV), and total lesion glycolysis (TLG)] were compared between the two groups of patients. Receiver operating characteristic curves were used to evaluate the diagnostic value of 18F-FDG PET/CT parameters for abnormal lymph nodes. Progression-free survival was compared among patients in the malignant lymph node group stratified by different levels of SUVmax, SUVmean, MTV, and TLG. Results SUVmax, SUVmean, MTV, and TLG were significantly higher in the malignant lymph node group than in the benign lymph node group (P < 0.05). The areas under the receiver operating characteristic curves for predicting malignant lymph nodes with SUVmax, SUVmean, MTV, and TLG were 0.761, 0.855, 0.860, and 0.792, with sensitivities of 74.47%, 82.98%, 74.47%, and 70.21%, and specificities of 76.00%, 76.00%, 90.00%, and 82.00%, respectively (P < 0.05). Comparison of progression-free survival in patients with malignant lymph nodes with different 18F-FDG PET/CT parameter levels revealed that patients with lower levels of SUVmax, SUVmean, MTV, and TLG had significantly longer progression-free survival than those with higher levels (Log-rank χ2=4.297, P=0.038; Log-rank χ2=6.569, P=0.010; Log-rank χ2=5.970, P=0.015; and Log-rank χ2=7.422, P=0.006, respectively). Conclusion 18F-FDG PET/CT metabolic parameters (SUVmax, SUVmean, MTV, and TLG) demonstrate high efficacy in the differential diagnosis of benign and malignant abnormal lymph nodes and prognostic evaluation, providing significant guidance for clinical treatment decisions.
4.Application of 18F-fluorodeoxyglucose positron emission tomography/computed tomography in the diagnosis of abnormal lymph nodes
Bin QIU ; Kejing SHAO ; Jun CHEN
Chinese Journal of Radiological Health 2026;35(2):246-250
Objective To explore the efficacy of 18F-fluorodeoxyglucose positron emission tomography/computed tomography (18F-FDG PET/CT) in distinguishing the properties of abnormal lymph nodes and its role in assessing the prognosis of patients with related diseases, and to provide more precise evidence for clinical diagnosis and treatment regimen formulation. Methods The clinical data of 97 patients with malignant tumors diagnosed with abnormal lymph nodes at Wuxi People’s Hospital Affiliated to Nanjing Medical University between April 2024 and June 2025 were retrospectively analyzed. Patients were divided into a malignant lymph node group (n=47) and a benign lymph node group (n=50) based on pathological results. PET/CT metabolic parameters [maximum standardized uptake value (SUVmax), mean standardized uptake value (SUVmean), metabolic tumor volume (MTV), and total lesion glycolysis (TLG)] were compared between the two groups of patients. Receiver operating characteristic curves were used to evaluate the diagnostic value of 18F-FDG PET/CT parameters for abnormal lymph nodes. Progression-free survival was compared among patients in the malignant lymph node group stratified by different levels of SUVmax, SUVmean, MTV, and TLG. Results SUVmax, SUVmean, MTV, and TLG were significantly higher in the malignant lymph node group than in the benign lymph node group (P < 0.05). The areas under the receiver operating characteristic curves for predicting malignant lymph nodes with SUVmax, SUVmean, MTV, and TLG were 0.761, 0.855, 0.860, and 0.792, with sensitivities of 74.47%, 82.98%, 74.47%, and 70.21%, and specificities of 76.00%, 76.00%, 90.00%, and 82.00%, respectively (P < 0.05). Comparison of progression-free survival in patients with malignant lymph nodes with different 18F-FDG PET/CT parameter levels revealed that patients with lower levels of SUVmax, SUVmean, MTV, and TLG had significantly longer progression-free survival than those with higher levels (Log-rank χ2=4.297, P=0.038; Log-rank χ2=6.569, P=0.010; Log-rank χ2=5.970, P=0.015; and Log-rank χ2=7.422, P=0.006, respectively). Conclusion 18F-FDG PET/CT metabolic parameters (SUVmax, SUVmean, MTV, and TLG) demonstrate high efficacy in the differential diagnosis of benign and malignant abnormal lymph nodes and prognostic evaluation, providing significant guidance for clinical treatment decisions.
5.Study on extraction technology of flavonoids from Potentilla discolor with deep eutectic solvents
Bin LIU ; Chenyi YANG ; Meiling SHAO ; Liangyong HUANG ; Yanguo GAO ; Xueqin WANG ; Guanghui LYU ; Qian HU ; Fang YE
China Pharmacy 2026;37(16):2119-2123
OBJECTIVE To optimize the extraction process of flavonoids from Potentilla discolor .METHODS Deep eutectic solvents (DESs) were used as the extraction solvent to prepare test sample solutions. The contents of rutin, quercitrin, and kaempferol were determined by ultra-performance liquid chromatography. The analytic hierarchy process combined with the criteria importance through intercriteria correlation weighting method was employed to assign comprehensive weights to the contents of the three flavonoids, and calculate the comprehensive score. The optimal DESs were screened based on the comprehensive score.Mean while, using the comprehensive score as the response variable and the liquid-to-solid ratio, ultrasonic time, and urltrasonic temperature as the influencing factors, the extraction technology of flavonoids from P.discolor was optimized by Box-Behnken response surface methodology and subsequently validated.RESULTS The comprehensive weight coefficients of rutin, quercitrin, and kaempferol were 0.646 7, 0.207 5, and 0.145 8, respectively. The optimal DESs were choline chloride-lactic acid (molar ratio 1∶4) with a water content of 40%. The optimal extraction conditions were determined as follows: liquid-to-solid ratio of 25∶1, ultrasonic time of 40 min, and ultrasonic temperature of 50 ℃. The validation results showed that the average comprehensive score of three batches of samples was 99.28, with an RSD of 0.54% ( n =3).CONCLUSIONS The optimal extraction technology of flavonoids from P. discolor based on DESs obtained in this study was stable and feasible.
6.Microchannel-based Electrochemiluminescence Sensor for Tetracycline Detection Using Luminol/Hydrogen Peroxide as Reporter System
Shao-Kun HUANG ; Xiu-Lin XIE ; Hua-Bin CAI ; Yan-Ling HUANG ; Yue LIN ; Zhen-Yu LIN
Chinese Journal of Analytical Chemistry 2025;53(3):356-363
A microchannel-based electrochemiluminescence(ECL)sensor was developed for detection of tetracycline(TC)utilizing luminol/H2O2 as ECL reporting system.The low excitation potential of luminol/H2O2 effectively mitigated the impact of clamping voltage,thereby enhancing the detection performance of the microchannel-based ECL sensor.The microchannel modified with TC aptamer selectively recognized and captured target TC.The positively charged TC reduced the surface charge density within the microchannel,thereby increasing the ionic current in the microchannel,leading to change of ECL signal of system.The experimental conditions such as electrolyte concentration,TC-aptamer concentration,and reaction time between TC and TC-aptamer were optimized.Under optimal conditions,the difference of ECL signal in the absence and presence of TC(?ECL)exhibited a good linear relationship with TC concentration in the range from 1.00 ng/mL to 200 ng/mL,with a detection limit as low as 0.69 ng/mL.The sensor had good selectivity and was successfully used in detection of TC in milk samples.
7.Quantification of Atmospheric Total Reactive Nitrogen Oxides by Thermal Decomposition-Broadband Cavity Enhanced Absorption Spectroscopy
Dou SHAO ; Min QIN ; Wu FANG ; Bao-Bin HAN ; Ke TANG ; Jian-Ye XIE ; Xia-Dan ZHAO ; Zhi-Tang LIAO ; En-Bo REN
Chinese Journal of Analytical Chemistry 2025;53(3):387-396
Nitrogen oxides(NOx=NO+NO2)are important precursors of ozone(O3),and NOx and its oxides together constitute reactive nitrogen oxides(NOy)in the atmosphere.A comprehensive understanding of the total NOy level in the atmosphere is of great significance for a deeper understanding of the atmospheric nitrogen cycle and oxidation,as well as for formulating strategies for air pollution prevention and control.In this work,a thermal decomposition-broadband cavity enhanced absorption spectroscopy(TD-BBCEAS)technique for online measurement of total NOy in the atmosphere was developed.With this method,the NOy was efficiently converted into NO2,and the total NOy concentration in the atmosphere was indirectly obtained by measuring NO2.Focusing on the key factors affecting the measurement of total NOy,the influence of NO titration efficiency and other NOy component TD efficiency on measurement accuracy was emphasized.By changing the oxygen(O2)flow rate through the mercury lamp to alter the O3 concentration for titrating NO,the conversion efficiency of NO was evaluated.At O2 flow rate of 6 mL/min,the conversion efficiency of NO was greater than 99%.TD efficiency testing and analysis on NO2,peroxyacetyl nitrate(PAN),nitric acid(HNO3),and nitrous acid(HONO),which account for a large proportion of atmospheric NOy components,was carried out using 680℃as the optimal TD temperature for efficient conversion of NOy.With NO and HONO sample gases as typical verification gases,the conversion efficiency of NOy and the accuracy of NOy measurement by TD-BBCEAS system were verified by switching the on and off modes of mercury lamp and TD device.At integration time of 60 s,the detection limit of the system for NOy was 2.83×1010 molecules/cm3(60 s,2σ).A comparative measurement of actual atmospheric NOy was conducted between the TD-BBCEAS system and the NOy analyzer.The observation results showed a correlation coefficient(R2)of 0.98 and a slope of 0.93,further verifying the feasibility and accuracy of applying the TD-BBCEAS system to measurement of total NOy.
8.A Pneumatic Micro-valve with Sandwich Structure Based on Micro-electro-mechanical System
Shao-Jie MA ; Wen-Bo LI ; Yu-Chen ZHU ; Zhi-Rui LI ; Bin ZHAO ; Fei FENG
Chinese Journal of Analytical Chemistry 2025;53(5):758-764
In this study,an ON/OFF type micro-valve with a sandwich(glass-silicon-glass)structure was designed and fabricated based on the micro-electro-mechanical system(MEMS)technique.The deformable membrane of this micro-valve was prepared on the silicon on insulator(SOI)substrate and sealed using Si-Si bonding and anodic bonding methods.The micro-valve had high-temperature stability and was suitable for integration with other gas chromatography components.The deformable membrane with a thickness of 10 μm was processed on the top silicon of the SOI substrate.The flow control of the micro-valve could be achieved by changing the driving pressure applied to the deformable membrane to deform it.Compared with polymer membranes,the deformable membrane prepared on the top layer silicon of SOI had better temperature stability and could be released using the deep reactive ion etching technique after silicon-silicon bonding,avoiding deformation during the preparation process.In addition,due to the small gap between the membrane and the inlet/outlet holes,the dead volume of the microvalve was very small.The test results indicated that the micro-valve achieved flow control and ON/OFF functions with good repeatability.
9.A Monolithic Integrated Gas Chromatography Chip with Gas Chromatographic Column and Helium Discharge Ionization Detector
Yu-Chen ZHU ; Shao-Jie MA ; Wen-Bo LI ; Zhi-Rui LI ; Bin ZHAO ; Fei FENG
Chinese Journal of Analytical Chemistry 2025;53(7):1064-1071
A monolithic integrated gas chromatography chip,consisting of a micro gas chromatography column(μGCC)and a micro helium discharge ionization detector(μHDID)was proposed.The chip was fabricated using micro electromechanical system(MEMS)technique,and its sensitivity was improved from two aspects.On one hand,open tubular column was selected as the separation device,and the auxiliary helium channel width of μHDID was modulated based on the microchannel width of the μGCC to match the flow rates of μHDID and μGCC.On the other hand,the electrode structure inside the μHDID collection zone was optimized,a bias electrode group around the collection electrode was constructed,and the ion collection efficiency was improved.After coating HKUST-1 as the stationary phase,the monolithic integrated gas chromatography chip could achieve baseline separation and detection of light hydrocarbon gas mixture(methane,ethane,propane,andn-butane),with a detection limit for propane as low as 25 pg.The chip could carried out test under temperature-programmed conditions,with a resolution of 9.24 for ethane and propane.
10.Simultaneous Determination of 21 Kinds of Aconitum Alkaloids in Biological Specimens and Herbal Wines Using Ultra-Performance Liquid Chromatography-Tandem Mass Spectrometry
Ju YANG ; Guo-Jun LI ; Xian-Mou FAN ; Rui-Bin ZHAO ; Shao-Ming SU ; Xu-Xian FU ; En-Jin ZHU ; Qi-Lin HUANG ; Yao QIN ; Li-Na LI
Chinese Journal of Analytical Chemistry 2025;53(8):1391-1401,后插1-后插6,封3
A method for simultaneous determination of 21 kinds of Aconitum alkaloids(ATS)in biological specimens and infused liquor using ultra-performance liquid chromatography-tandem mass spectrometry(UPLC-MS/MS)was developed.The biological samples were pretreated with methanol-acetonitrile(1∶2,V/V)for protein precipitation,while infused liquors were diluted 100-fold with acetonitrile,followed by centrifugation,and filtration by a 0.22-μm membrane.Chromatographic separation was carried out on an EC-C18 column using gradient elution with the mixture of 10 mmol/L ammonium acetate and 0.2%formic acid as mobile phase A and acetonitrile as mobile phase B.With this method,all the analytes were separated within 9.5 min.The samples were detected in positive ESI mode with dynamic multiple reaction monitoring(MRM)and quantified via external standard calibration.The results showed that the concentrations of the analytes in the range of 2-1000 ng/mL had excellent linearity(R2>0.9992)with the peak area.The developed method was successfully used for detection of 21 kinds of aconitum alkaloids,with limits of detection of 0.5-2 ng/mL,quantification limits of 2-6 ng/mL,intra/inter-day precision≤6.0%,spiked recoveries of 89.4%-100.9%,extraction recoveries of 74.2%-104.4%,and matrix effects ranging from-11.1%to 9.2%in blood/urine.The method was applied to detection of 12 samples from 4 fatal aconite poisoning cases,and all 21 kinds of ATS with total alkaloid concentrations of 0.04-4.18 μg/mL in blood and 154.96-422.83 μg/mL in medicinal liquors were detected.Tissue distribution revealed that the order of concentrations from highest to lowest is as follows:urine(157.22 μg/mL)>gastric contents(51.37 μg/mL)>kidney(21.6 μg/g)>whole blood(4.18 μg/mL)>liver(0.03 μg/g).This method showed many advantages such as simple pretreatment,low detection limits,accurate quantification,broad analyte coverage,and superior anti-interference capability in complex matrices,proving ideal for forensic and toxicological analysis of aconitum alkaloids.

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