1.Clinical Efficacy of Modified Linggui Zhugan Tang in Patients with Obstructive Sleep Apnea-Hypopnea Syndrome of Spleen Deficiency and Dampness Obstruction with Blood Stasis Type and Its Effect on MIF, miR-223, and IL-18
Jun ZHANG ; Mengmei WEI ; Bo LI ; Yi YANG ; Changhui LINGHU ; Mingchang ZHANG ; Zhengxing GE
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(9):171-179
ObjectiveTo investigate the intervention effects of modified Linggui Zhugan Tang (LGZGT) on patients with obstructive sleep apnea-hypopnea syndrome (OSAHS) of the spleen deficiency and dampness obstruction with blood stasis type, reveal its possible mechanisms, and provide a theoretical basis for the clinical treatment of OSAHS with traditional Chinese medicine (TCM). MethodsEighty OSAHS patients with spleen deficiency and dampness obstruction with blood stasis were randomly assigned to a control group and an observation group (1∶1) using a random number table, with 40 patients in each group. The control group received standard basic treatment combined with oral Doxofylline tablets, while the observation group received standard basic treatment combined with modified LGZGT. Serum levels of macrophage migration inhibitory factor (MIF), microRNA-223 (miR-223), and interleukin-18 (IL-18) were measured by enzyme-linked immunosorbent assay (ELISA), and the mRNA expression levels of MIF, miR-223, and IL-18 were measured by real-time quantitative polymerase chain reaction (Real-time PCR). After two months of treatment, the total clinical efficacy, apnea-hypopnea index (AHI), lowest nocturnal oxygen saturation (LSpO2), body mass index (BMI), TCM syndrome scores, and expression levels of MIF, miR-223, and IL-18 before and after treatment were compared between the two groups. Correlations between MIF, miR-223, IL-18 and AHI and LSpO2 were also analyzed. ResultsCompared with the control group, the observation group showed a significantly higher total clinical effective rate (P<0.01, Z=-3.49). Within the control group, no significant changes were observed in AHI, LSpO2, BMI, TCM syndrome scores, or MIF, miR-223, IL-18 levels and their mRNAs after treatment. In the observation group, AHI, BMI, TCM syndrome scores, and MIF and IL-18 levels and their mRNAs decreased significantly, while LSpO2 increased significantly (P<0.01). After treatment, compared with the control group, the observation group exhibited significantly lower AHI, BMI, TCM syndrome scores, and MIF and IL-18 levels and their mRNAs, and significantly higher LSpO2 (P<0.01). Correlation analysis showed that MIF and IL-18 were positively correlated with AHI (P<0.01) and negatively correlated with LSpO2 (P<0.01), whereas miR-223 was negatively correlated with AHI (P<0.01) and positively correlated with LSpO2 (P<0.01). ConclusionModified LGZGT may improve OSAHS of the spleen deficiency and dampness obstruction with blood stasis type by reducing airway inflammatory factors, alleviating airway inflammation, relieving airway edema and stenosis, and improving airway obstruction.
2.Mechanism of Qiju Dihuang Wan in Treatment of Diabetic Retinopathy Based on NLRP3/Caspase-1/GSDMD Signaling Pathway
Ge ZHANG ; Chunlin ZHAO ; Li PAN ; Ying ZHANG ; Zehai CHEN ; Siya ZHANG ; Yiming FANG ; Wei SHI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):11-21
ObjectiveTo investigate the protective effect of Qiju Dihuang Wan on diabetic retinopathy (DR) and its regulatory mechanism on the NOD-like receptor protein 3/Cysteinyl aspartate-specific proteinase-1/Gasdermin D (NLRP3/Caspase-1/GSDMD) signaling pathway. MethodsHuman retinal microvascular endothelial cells (HRMEC) were divided into the blank group, model group, and Qiju Dihuang Wan low- and high-dose groups. Except for the blank group, all groups were induced with 40 mmol·L-1 high glucose, and the treatment groups were supplemented with 6% and 12% Qiju Dihuang Wan-containing serum, respectively, based on the induction. After 24 h of culture, the levels of interleukin (IL)-1β and IL-18 were measured by enzyme-linked immunosorbent assay (ELISA), pyroptosis-related protein expression was detected by immunofluorescence and Western blot, and the mRNA levels of NLRP3/Caspase-1/GSDMD signaling pathway-related molecules were determined by real-time polymerase chain reaction (Real-time PCR). The mice were randomly divided into the blank group, model group, Qiju Dihuang Wan low-, medium-, and high-dose groups (11, 22, 44 g·kg-1·d-1), and calcium dobesilate group (0.13 g·kg-1·d-1). Except for the blank group, all groups were intraperitoneally injected with streptozotocin to establish the DR model. After successful modeling, the treatment groups received corresponding doses of Qiju Dihuang Wan crude drug or calcium dobesilate suspension by gavage once daily, while the blank group and model group received an equal volume of normal saline, for 8 consecutive weeks. Fundus changes were examined by optical coherence tomography, optical coherence tomography angiography, and fundus fluorescein angiography. Retinal pathological morphology was observed by hematoxylin-eosin staining. Real-time PCR was used to detect the mRNA levels of NLRP3, Caspase‑1, GSDMD, IL‑1β, and IL‑18 in retinal tissue, and Western blot was used to detect the protein expression of NLRP3, ASC, cleaved Caspase‑1, and GSDMD‑N. ResultsCell experiments showed that compared with the blank group, the model group showed significantly decreased HRMEC viability (P<0.01), and significantly increased levels of IL-1β, IL-18, as well as increased protein expression of NLRP3, cleaved Caspase-1, and GSDMD-N (P<0.01). Compared with the model group, the above indicators were significantly reduced in the high-dose Qiju Dihuang Wan groups (P<0.05, P<0.01). Animal experiments showed that compared with the blank group, the model group had elevated blood glucose (P<0.01), decreased retinal thickness and vascular density (P<0.01), up‑regulated mRNA expression of NLRP3, Caspase‑1, GSDMD, IL‑1β and IL‑18 in retinal tissue (P<0.01), and up‑regulated protein expression of NLRP3, ASC, cleaved Caspase‑1 and GSDMD‑N (P<0.01). Compared with the model group, the Qiju Dihuang Wan medium- and high‑dose groups showed decreased blood glucose (P<0.01), increased retinal thickness and vascular density (P<0.01), alleviated retinal pathological damage, and down‑regulated mRNA expression of NLRP3, Caspase‑1, GSDMD, IL‑1β, IL‑18, as well as protein expression of NLRP3, ASC, cleaved Caspase‑1, and GSDMD‑N (P<0.05, P<0.01). ConclusionQiju Dihuang Wan may exert protective effects against diabetic retinopathy by inhibiting the activation of the NLRP3/Caspase-1/GSDMD signaling pathway and alleviating high glucose-induced retinal pyroptosis.
3.Mechanism of Qiju Dihuang Wan in Treatment of Diabetic Retinopathy Based on NLRP3/Caspase-1/GSDMD Signaling Pathway
Ge ZHANG ; Chunlin ZHAO ; Li PAN ; Ying ZHANG ; Zehai CHEN ; Siya ZHANG ; Yiming FANG ; Wei SHI
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(20):11-21
ObjectiveTo investigate the protective effect of Qiju Dihuang Wan on diabetic retinopathy (DR) and its regulatory mechanism on the NOD-like receptor protein 3/Cysteinyl aspartate-specific proteinase-1/Gasdermin D (NLRP3/Caspase-1/GSDMD) signaling pathway. MethodsHuman retinal microvascular endothelial cells (HRMEC) were divided into the blank group, model group, and Qiju Dihuang Wan low- and high-dose groups. Except for the blank group, all groups were induced with 40 mmol·L-1 high glucose, and the treatment groups were supplemented with 6% and 12% Qiju Dihuang Wan-containing serum, respectively, based on the induction. After 24 h of culture, the levels of interleukin (IL)-1β and IL-18 were measured by enzyme-linked immunosorbent assay (ELISA), pyroptosis-related protein expression was detected by immunofluorescence and Western blot, and the mRNA levels of NLRP3/Caspase-1/GSDMD signaling pathway-related molecules were determined by real-time polymerase chain reaction (Real-time PCR). The mice were randomly divided into the blank group, model group, Qiju Dihuang Wan low-, medium-, and high-dose groups (11, 22, 44 g·kg-1·d-1), and calcium dobesilate group (0.13 g·kg-1·d-1). Except for the blank group, all groups were intraperitoneally injected with streptozotocin to establish the DR model. After successful modeling, the treatment groups received corresponding doses of Qiju Dihuang Wan crude drug or calcium dobesilate suspension by gavage once daily, while the blank group and model group received an equal volume of normal saline, for 8 consecutive weeks. Fundus changes were examined by optical coherence tomography, optical coherence tomography angiography, and fundus fluorescein angiography. Retinal pathological morphology was observed by hematoxylin-eosin staining. Real-time PCR was used to detect the mRNA levels of NLRP3, Caspase‑1, GSDMD, IL‑1β, and IL‑18 in retinal tissue, and Western blot was used to detect the protein expression of NLRP3, ASC, cleaved Caspase‑1, and GSDMD‑N. ResultsCell experiments showed that compared with the blank group, the model group showed significantly decreased HRMEC viability (P<0.01), and significantly increased levels of IL-1β, IL-18, as well as increased protein expression of NLRP3, cleaved Caspase-1, and GSDMD-N (P<0.01). Compared with the model group, the above indicators were significantly reduced in the high-dose Qiju Dihuang Wan groups (P<0.05, P<0.01). Animal experiments showed that compared with the blank group, the model group had elevated blood glucose (P<0.01), decreased retinal thickness and vascular density (P<0.01), up‑regulated mRNA expression of NLRP3, Caspase‑1, GSDMD, IL‑1β and IL‑18 in retinal tissue (P<0.01), and up‑regulated protein expression of NLRP3, ASC, cleaved Caspase‑1 and GSDMD‑N (P<0.01). Compared with the model group, the Qiju Dihuang Wan medium- and high‑dose groups showed decreased blood glucose (P<0.01), increased retinal thickness and vascular density (P<0.01), alleviated retinal pathological damage, and down‑regulated mRNA expression of NLRP3, Caspase‑1, GSDMD, IL‑1β, IL‑18, as well as protein expression of NLRP3, ASC, cleaved Caspase‑1, and GSDMD‑N (P<0.05, P<0.01). ConclusionQiju Dihuang Wan may exert protective effects against diabetic retinopathy by inhibiting the activation of the NLRP3/Caspase-1/GSDMD signaling pathway and alleviating high glucose-induced retinal pyroptosis.
4.Effects of Electrothermal Acupuncture on the HIF-1α/S1P/S1PR3 Pathway and Macrophage Polarization in Epididymal White Adipose Tissue of Obese Model Mice
Xiaobo GE ; Yuanyuan LI ; Jiangyan WEI ; Limin NIE ; Xin YANG ; Quan MIAO ; Mina WANG ; Yawei XI ; Luopeng ZHAO ; Yine SONG ; Xinru SUN ; Lu LIU ; Bin LI
Journal of Traditional Chinese Medicine 2026;67(20):2227-2235
ObjectiveTo investigate the mechanism underlying the weight loss effect of electrothermal acupuncture (ETA) in diet-induced obese (DIO) model mice based on the hypoxia-inducible factor-1α (HIF-1α)/sphingosine-1-phosphate (S1P)sphingosine-1-phosphate receptor 3 (S1PR3) signaling pathway-mediated macrophage polarization. MethodsAn obesity mouse model was established by continuously feeding at a high-fat diet (HFD) for 8 weeks. Twenty successfully modeled obese mice were randomly divided into a model group and an electrothermal acupuncture (ETA) group with 10 mice per group, both of which continued to receive the HFD till week 12. Another 10 mice were assigned to the normal group and fed a standard chow diet continuously for 12 weeks. Starting from week 9 of the experiment, mice in the ETA group received electrothermal acupuncture stimulation at Zhongwan (CV12), bilateral Tianshu (ST25), and bilateral Zusanli (ST36) for 30 minutes per session, with the instrument current set at (40±0.5)mA and a constant temperature of (40±0.5)℃. Mice in the normal group and the model group were restrained in the same manner for 30 minutes without acupuncture. All interventions were performed once every other day for a total of 4 weeks. Ten hours after the final intervention, the body weight, waist circumference, and body length of mice in each group were measured, and Lee's index was calculated. Serum biochemical analysis was performed to assess fasting blood glucose (FBG), total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), alanine aminotransferase (ALT), aspartate aminotransferase (AST), blood urea nitrogen (BUN), and creatinine (Cr). Serum leptin (LEP) and adiponectin (ADPN) levels, as well as sphingosine-1-phosphate (S1P) levels in epididymal white adipose tissue (eWAT), were detected by ELISA. Histomorphological changes in eWAT were monitored via HE staining. Flow cytometry was used to analyze macrophage subtype-related indexes in eWAT, including the total proportion of macrophages, the proportion of M1 macrophages, the proportion of M2 macrophages, and the M1/M2 ratio. Antibody array technology was used to determine the levels of differentially expressed inflammatory factors in eWAT between the model and blank groups, as well as between the ETA and model groups. Western blot and qPCR were used to detect the protein and mRNA expression levels of HIF-1α and S1PR3 in the eWAT, respectively. ResultsCompared to the normal group, the model group showed significantly increased body weight, Lee's index, waist circumference, and FBG, TC, TG, HDL-C, LDL-C, AST, and ALT levels, upgraded LEP and S1P levels, decreased ADPN level and ADPN/LEP ratio, elevated proportion of M1 macrophages and the M1/M2 ratio, reduced proportion of M2 macrophages, and upregulated protein and mRNA expression levels of HIF-1α and S1PR3 (P<0.05 or P<0.01). With the exception of HDL-C, all the abovementioned indicators in the ETA group were significantly improved compared to the model group (P<0.05 or P<0.01). Analysis of differentially expressed inflammatory cytokines revealed that, compared to the normal group, the levels of interleukin-1β (IL-1β), interferon-γ (IFN-γ), interleukin-6 (IL-6), and interleukin-12p70 (IL-12p70) in the eWAT of the model group were elevated; conversely, the levels of interleukin-17 (IL-17), interleukin-5 (IL-5), IL-6, and interleukin-23 (IL-23) in the eWAT of the ETA group decreased compared to the model group (P<0.05 or P<0.01). ConclusionETA exerts a weight-reducing effect in obese model mice, and the mechanism may involve inhibition of the HIF-1α/S1P/S1PR3 signaling pathway activation, which shifts macrophage polarization from the M1 to M2 phenotype, thereby alleviating chronic inflammation.
5.Analysis of Thalassemia Gene Screening and Diagnosis Results in the Dehong Population
Peng LI ; Wei YI ; Jie ZHANG ; Yangjia ZHANG ; Shijun GE
Journal of Kunming Medical University 2025;46(11):74-80
Objective To study the carrier rate and mutation spectrum of thalassemia genes in the population in Dehong Prefecture,Yunnan Province,thereby providing a scientific basis for developing precise thalassemia prevention and control strategies in this region.Methods A total of 6946 samples were screened and diagnosed for α-thalassemia and β-thalassemia using genetic screening and diagnostic techniques.The carrier status of thalassemia genes in the population was statistically analyzed.Results Among the 6946 samples,1880 tested positive for thalassemia genes,yielding a positive rate of 27.07%(1880/6946).This study detected 1174 α-thalassemia positive samples,with a positive rate of 16.90%(1174/6946).Among the mutation types,-α3.7/αα was identified as the predominant genotype.There were 493 β-thalassemia positive samples,with a positive rate of 7.10%(493/6946).Among the mutation types,CD26 was the most predominant mutation type.The differences in carrier rates between α-thalassemia and β-thalassemia was statistically significant(P<0.01).Additionally,213 samples were positive for both α-thalassemia and β-thalassemia(compound carriers),with a positive rate of 3.07%(213/6946).There were also 207 intermediate thalassemia positive samples,with a positive rate of 2.98%(207/6946).Among these,the-α3.7/--SEA genotype was the most predominant.Conclusion Dehong region is a high-prevalence area for thalassemia carriers,with a relatively high positive rate for thalassemia.The most common gene mutation type was-α3.7/αα and CD26.
6.Clinical Practice of Coronary Microvascular Disease with the Integrated Approach of Traditional Chinese and Western Medicine
Aolin LI ; Xinnong CHEN ; Lerong YU ; Jun GE ; Wei ZHOU ; Kangzheng GUO ; Junping ZHANG
Journal of Traditional Chinese Medicine 2025;66(16):1662-1667
This paper analyzed the traditional Chinese medicine (TCM) and western medical understanding of coronary microvascular disease (CMVD) from the three dimensions of "disease-syndrome-symptom". In western medicine, by summarizing the suspected diagnosis and understanding of CMVD, it is believed that inflammatory responses and vascular endothelial damage are the key mechanisms of the pathogenesis. From the perspective of TCM, the disease location is at blood, vessels and heart, and the fundamental cause is spleen and kidney depletion, closely realted to phlegm, stasis, toxin, wind and qi. Integrating the understanding of both TCM and western medicine, clinical treatment advocates taking the CMVD pathology as the base, and the TCM understanding of pathogenesis as the main focus. The properties of Chinese herbal medicinals is used as the guidance for medication, and the pharmacological understanding as the assisstance of treatment, with the medical history and the severity of the condition are additionally considered. It is finally proposed that during the acute phase, the methods of nourishing yin and resolving toxins, softening hardness and dissipating masses, dispelling wind and unblocking collaterals should be applied to alleviate the emergency. In the subacute phase, the focus should be on raising and lifting qi promote its movement, with flexible use of medicinals that can unblock yang. In the remission phase, the method of tonifying spleen and fortifying kidney should be used to maintain the stability of the condition.
7.Reflection and recommendation on the current status of acupuncture direction selection and reporting.
Hongbo JIA ; Yibing LI ; Kangchen LEI ; Wenyi GE ; Wei LIU ; Songjiao LI ; Shuwen SHI ; Yutong DONG ; Congcong MA ; Li LI ; Jian LIU ; Xiaonong FAN
Chinese Acupuncture & Moxibustion 2025;45(8):1187-1194
The randomized controlled trials (RCTs) regarding acupuncture direction published from January 1st, 2013, to November 7th, 2023 were searched in China National Knowledge Infrastructure (CNKI), Wanfang Data Knowledge Service Platform, and VIP Chinese Journal Database. As a result, 21 RCTs were included. The problems identified included conceptual misunderstandings regarding acupuncture direction, incomplete selection strategies, confounding research factors, and inaccuracies in reporting. Based on the findings, four strategic approaches for enhancing therapeutic efficacy through acupuncture direction were summarized: aligning needle direction with the meridian pathway, directing the needle toward the lesion site, orienting the needle toward adjacent acupoints, and targeting special anatomical structures. Two additional strategies were proposed for optimizing the procedure: simplifying acupuncture operations and directing the needle toward safe anatomical sites. Recommendations were made to improve the rationality of research factor settings and the completeness of acupuncture operation reporting. Furthermore, three methods for reporting acupuncture direction were discussed: reporting the tip-pointed position, reporting the insertion angle and orientation, and reporting azimuth and polar angles, aiming to promote greater standardization and completeness in acupuncture practice and reporting.
Acupuncture Therapy/standards*
;
Humans
;
Acupuncture Points
;
Randomized Controlled Trials as Topic
;
Meridians
8.Comprehensive Analysis of Oncogenic, Prognostic, and Immunological Roles of FANCD2 in Hepatocellular Carcinoma: A Potential Predictor for Survival and Immunotherapy.
Meng Jiao XU ; Wen DENG ; Ting Ting JIANG ; Shi Yu WANG ; Ru Yu LIU ; Min CHANG ; Shu Ling WU ; Ge SHEN ; Xiao Xue CHEN ; Yuan Jiao GAO ; Hongxiao HAO ; Lei Ping HU ; Lu ZHANG ; Yao LU ; Wei YI ; Yao XIE ; Ming Hui LI
Biomedical and Environmental Sciences 2025;38(3):313-327
OBJECTIVE:
Hepatocellular carcinoma (HCC) is sensitive to ferroptosis, a new form of programmed cell death that occurs in most tumor types. However, the mechanism through which ferroptosis modulates HCC remains unclear. This study aimed to investigate the oncogenic role and prognostic value of FANCD2 and provide novel insights into the prognostic assessment and prediction of immunotherapy.
METHODS:
Using clinicopathological parameters and bioinformatic techniques, we comprehensively examined the expression of FANCD2 macroscopically and microcosmically. We conducted univariate and multivariate Cox regression analyses to identify the prognostic value of FANCD2 in HCC and elucidated the detailed molecular mechanisms underlying the involvement of FANCD2 in oncogenesis by promoting iron-related death.
RESULTS:
FANCD2 was significantly upregulated in digestive system cancers with abundant immune infiltration. As an independent risk factor for HCC, a high FANCD2 expression level was associated with poor clinical outcomes and response to immune checkpoint blockade. Gene set enrichment analysis revealed that FANCD2 was mainly involved in the cell cycle and CYP450 metabolism.
CONCLUSION
To the best of our knowledge, this is the first study to comprehensively elucidate the oncogenic role of FANCD2. FANCD2 has a tumor-promoting aspect in the digestive system and acts as an independent risk factor in HCC; hence, it has recognized value for predicting tumor aggressiveness and prognosis and may be a potential biomarker for poor responsiveness to immunotherapy.
Humans
;
Carcinoma, Hepatocellular/diagnosis*
;
Liver Neoplasms/diagnosis*
;
Immunotherapy
;
Fanconi Anemia Complementation Group D2 Protein/metabolism*
;
Prognosis
;
Male
;
Female
;
Middle Aged
;
Biomarkers, Tumor/metabolism*
9.Study of the correlation between bone density and degeneration parameters of small articular process of lumbar vertebra based on QCT
Jingjing LI ; Yutong LI ; Ping LIANG ; Jiaxi LIU ; Wei SUN ; Ge GAO ; Tao WU
China Medical Equipment 2025;22(4):53-57
Objective:To study the correlation between osteoporosis and the joint of small articular process of lumbar vertebra,and the correlation between bone mineral density(BMD)and various parameters of small joint based on quantitative computed tomography(QCT),so as to provide scientific basis for formulating clinically treatment strategies.Methods:This study included 63 patients who admitted to orthopedics of The Second Affiliated Hospital of Liaoning University of Traditional Chinese Medicine from December 2023 to March 2024 due to waist discomfort and lower limb pain.According to BMD standard of CT examination for lumbar vertebra,these patients were divided into normal BMD group(31 cases),osteopenia group(21 cases)and osteoporosis group(11 cases).All patients underwent CT scan on lumbar vertebra.The mode with body membrane were adopted to measure BMD,the area of left and right articular process,CT value,height after the scan was completed.Whether existed osteophytes,endplate inflammation and intervertebral disc herniation in each group were checked.Univariate Analysis of Variance(ANOVA)was employed to assess the differences among different BMD groups in age,gender,area of articular process,CT value and height.The Pathria grading system was adopted to assess the degeneration degree of intervertebral joint,and the Fisher's exact test was used to analyze the differences in degeneration scores of articular process among three groups.At the same time,the pairwise comparison between groups also was conducted.Spearman's rank correlation analysis was conducted to explore the correlation between BMD and the degeneration degree of intervertebral joint.Results:The BMD value of normal BMD group was(165.14±30.11)mg/cm3,and that of osteopenia group was(98.98±10.14)mg/cm3,and that of osteoporosis group was(58.62±18.73)mg/cm3.There was a statistically significant difference in BMD value among three groups(F=103.121,P<0.001),and there was a statistically significant difference in BMD value between normal BMD group and osteopenia group as the result of pairwise comparison between groups(t=10.018,P<0.001).There was statistically significant difference in BMD value between normal BMD group and osteoporosis group(t=12.989,P<0.001),and there was statistically significant difference in BMD value between osteopenia group and osteoporosis group(t=4.641,P<0.001).The areas of left and right upper articular process of normal BMD group were less than that of other two groups,and the differences of CT value and height of left and right upper articular process among three groups were significant(F=27.350,24.458,P<0.05),respectively.The CT value of normal BMD group was higher than that of other two groups,and CT values of right upper articular process of osteopenia group was significantly lower than that of osteoporosis group,and the difference was statistical significance(t=2.191,P<0.05).The heights of left and right upper articular processes of normal BMD group were lower than those of osteoporosis group,and the height of right upper articular process was lower than that of osteopenia group(t=2.331,-2.798,-2.618,P<0.05).There was a negative correlation between osteoporosis degree and the degeneration of articular process joints(r=-0.745,P<0.001).With the decreasing of BMD value,the degeneration of articular process joint gradually aggravated,and the ratios of osteophytes,endplate inflammation and intervertebral discs increased.Conclusion:There is a certain correlation between the osteoporosis and the degeneration of articular process joints of lumbar intervertebral disc.The ratios of osteophytes,endplate inflammation and intervertebral disc herniation increase,and both the area and height of the left and right articular process increase when the reduction of bone mass reaches to a serious degree.
10.Feasibility analysis of radiomics and deep learning models in predicting the efficacy of 131I therapy for papillary thyroid cancer
Lele ZHANG ; Lu LU ; Zhao GE ; Ning LI ; Jinquan HUANG ; Xingyu MU ; Wei FU
Chinese Journal of Nuclear Medicine and Molecular Imaging 2025;45(9):543-548
Objective:To explore the application value of radiomics, deep learning, and their combined models in predicting the efficacy of radioiodine adjuvant therapy in patients with papillary thyroid cancer (PTC).Methods:A retrospective analysis was conducted on the clinical and imaging data of 131 PTC patients (38 males, 93 females; age 41(33, 48) years) who received first 131I treatment at the Affiliated Hospital of Guilin Medical University from January 2018 to March 2023. Patients were randomly divided into a training set ( n=105) and a test set ( n=26) at the ratio of 8∶2. Multivariate logistic regression analysis was used to screen clinical features to determine independent predictors affecting the efficacy of 131I therapy. Radiomics and deep learning features were extracted from the enhanced CT scans and were combined by using the extremely randomized trees (ExtraTrees) algorithm to construct radiomics, deep learning, and combined models. The predictive abilities of the models were evaluated by AUC, and the Delong test was applied to compare the difference between AUCs. Results:Higher pre-ablation stimulated thyroglobulin (ps-Tg) levels (odds ratio( OR)=1.060, 95% CI: 1.025-1.095, P=0.004) and bilateral lesions ( OR=5.085, 95% CI: 1.452-17.814, P=0.033) were independent predictors of the efficacy of 131I therapy in intermediate to high-risk PTC patients. In the training set, the radiomics model (AUC=0.853) and combined model (AUC=0.880) significantly outperformed the deep learning model (AUC=0.711; Z values: 2.48, 3.09, P values: 0.013, 0.002), while there was no statistically significant difference between the radiomics and combined models ( Z=0.51, P=0.610). In the test set, AUCs of the radiomics, deep learning, and combined models were 0.746, 0.624, and 0.876, respectively, and the AUC of the combined model was higher than that of the radiomics model or deep learning model ( Z values: 2.05, 1.99, P values: 0.040, 0.047). Conclusion:The combined model demonstrates superior performance over the standalone radiomics model and deep learning model in predicting the efficacy of 131I treatment in PTC patients.

Result Analysis
Print
Save
E-mail