1.Prediction of pathological classification of ground glass nodules based on artificial intelligence CT quantitative parameters and histogram parameters
Jie XU ; Ruibin YANG ; Lihua ZHAO ; Lizhen LUO ; Xiuqin GUO
Chinese Journal of Postgraduates of Medicine 2025;48(4):318-321
Objective:To analyze the prediction of pathological classification of ground glass nodules based on artificial intelligence computed tomography (CT) quantitative parameters combined with histogram parameters.Methods:The clinical data of 268 suspected patients with ground glass nodules admitted to Foshan Fosun Chancheng Hospital from June 2021 to June 2023 were retrospectively selected as the research subjects. They were divided into pre invasive lesions group (100 cases) and invasive lesions group(168 cases) according to pathological classification. Basic data of patients with different pathological classifications and the CT characteristics were compared, the prediction of pathological classification of ground glass nodules based on CT quantitative parameters combined and histogram parameters were analyzed by receiver operating characteristic (ROC) curve.Results:The edge and boundary of the tumor, shape of the lesion, the peripheral signs of the lesion and the boundary between the two groups had statistical differences ( P<0.05). The CT quantitative parameters of maximum diameter, lesion volume, average CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (15.29 ± 3.20) cm vs. (9.75 ± 2.14) cm, (1.54 ± 0.31) cm 3 vs. (0.51 ± 0.10) cm 3, (- 328.16 ± 46.35) HU vs. (-541.25 ± 100.30) HU, P<0.05. The CT histogram parameters of inproportion of solid components, entropy and maximum CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (66.39 ± 13.25)% vs. (42.65 ± 11.20)%, 4.31 ± 0.52 vs. 3.32 ± 0.39, (-75.34 ± 21.27) HU vs. (-141.72 ± 32.43)HU, P<0.05. Compared with the single prediction of CT quantitative parameters and CT histogram parameters, the combined prediction of the two parameters had higher value in predicting different pathological subtypes of ground glass nodules (the area under the curve was 0.877, P = 0.001). Conclusions:The combined detection of CT quantitative parameters and histogram parameters based on artificial intelligence can effectively evaluate the invasion status of ground glass nodules, which is beneficial for improving the detection of different pathological types of ground glass nodules.
2.Mechanisms of action of Helicobacter pylori colonization factors
Mingming ZHAO ; Lizhen DONG ; Zichao JIA ; Chengxue WANG ; Yamin CHAI ; Wei LUO
International Journal of Laboratory Medicine 2025;46(11):1370-1374,1408
Helicobacter pylori(Hp)is a major pathogen that causes peptic ulcer,mucosa-associated tissue lymphoma and gastric cancer.Adhesion colonization is a prerequisite for the pathogenesis of Hp.After infec-tion,Hp first uses urease to neutralize gastric acid,and then it adapts to the environment through motility and chemotactic swimming of flagella.Finally,Hp adheres to gastric epithelial cells through outer membrane pro-teins.Some outer membrane proteins have the biological effect of transporting virulence factors,mediating in-flammation and assisting Hp to produce pathological changes on human body.This paper reviews the mecha-nism of main colonization factors of Hp.
3.Comparison of postoperative efficacy between leuprorelin and mifepristone in the treatment of endometriosis
Lizhen LIU ; Lifen GUO ; Chunyan LUO ; Ruihong PENG
China Pharmacy 2025;36(11):1379-1383
OBJECTIVE To compare the effects of leuprorelin and mifepristone on sex hormone levels, ovarian function, adverse reactions, and recurrence in patients with endometriosis (EMs) after surgery. METHODS A total of 178 patients who underwent surgical treatment for EMs in Ji’an Central People’s Hospital from September 2021 to September 2023 were randomly divided into the leuprorelin group and the mifepristone group, with 92 cases in each group. Medication was initiated on days 1 to 5 of the first menstrual cycle following surgery. Patients in the leuprorelin group received subcutaneous injections of Leuprorelin acetate microspheres, 3.75 mg per time, once every four weeks, for a total of 6 injections. Patients in the mifepristone group took 12.5 mg of Mifepristone capsules orally once daily for six consecutive months. Visual analog scale (VAS), serum sex hormone levels [follicle-stimulating hormone (FSH), luteinizing hormone (LH), and estradiol (E2)], ovarian function indicators [anti- Müllerian hormone (AMH), antral follicle count (AFC)], and T helper 1 cell (Th1)/Th2 shift markers [interferon-γ (IFN-γ), interleukin 2 (IL-2), IL-4, and IL-10] were compared between the two groups before surgery and after treatment. Incidence and outcome of adverse reactions and recurrence within one year were also compared between the two groups. RESULTS There were no statistically significant differences in baseline indicators between the two groups before surgery (P>0.05). After treatment, both groups showed significantly lower VAS scores for chronic pelvic pain, dysmenorrhea and dyspareunia, and significantly reduced serum FSH, LH, E2, IL-4 and IL-10 levels compared to before surgery (P<0.05), while serum IFN-γ and IL-2 levels were significantly increased (P<0.05); the leuprorelin group showed significantly greater improvements than the mifepristone group in all these indicators (P<0.05). After treatment, serum AMH levels in both groups were significantly lower than before surgery levels, while AFC was significantly increased (P<0.05); the leuprorelin group had significantly higher serum AMH levels and more AFC compared to the mifepristone group (P<0.05). There were no significant differences in the incidence of adverse reactions and outcome rates between the two groups (P>0.05). During one year of follow-up after discontinuation, the recurrence rate in the leuprorelin group was significantly lower than in the mifepristone group (1.15% vs. 10.99%, P<0.05). CONCLUSIONS Both leuprorelin and mifepristone are effective therapeutic drugs for EMs, but the former has advantages in alleviating pain, regulating serum sex hormone levels, protecting ovarian function, regulating immune function and reducing recurrence rates.
4.Levels of PCT,NLR,SAA and PLR of newborns with bloodstream infection and their values in early diagnosis
Weiwei XIE ; Jing LUO ; Yanfen YING ; Lizhen WANG
Chinese Journal of Nosocomiology 2025;35(12):1841-1845
OBJECTIVE To investigate the levels of procalcitonin(PCT),platelet-to-lymphocyte ratio(PLR),neu-trophil-to-lymphocyte ratio(NLR),white blood cell count(WBC)and serum amyloid A(SAA)in newborns with bloodstream infection,and their diagnostic value for early diagnosis of bloodstream infection in newborns.METHODS A total of 100 neonates with positive blood culture results from Jan.2021 to Jan.2024 at Taizhou Hos-pital of Zhejiang Province were selected.These cases were divided into three groups based on the type of pathogen:74 cases in the gram-negative bacterial group,19 cases in the gram-positive bacterial group,and 7 cases in the fungal group.Additionally,100 neonates with negative blood culture results during the same period were selected as the control group.By comparing the levels of PCT,PLR,NLR,WBC and SAA in the blood of newborns infec-ted with different pathogens,the diagnostic value of various indicators on the receiver operating characteristic(ROC)curve for diagnosis of bloodstream infection in newborns was evaluated.RESULTS Among 100 newborns with positive blood cultures,74 strains of gram-negative bacteria,19 strains of gram-positive bacteria,and 7 strains of fungi were identified.The levels of PCT,PLR,NLR,WBC and SAA in the gram-positive,gram-negative and fungal groups were all higher than those in the control group(P<0.05).The ROC curve re-sults showed that the diagnostic efficacy of the combination of PCT,PLR,NLR,WBC and SAA for gram-nega-tive and gram-positive bloodstream infections was superior to that of each individual indicator(P<0.05),with ar-ea under the curve(AUC)of 0.982 and 0.969,respectively.CONCLUSION PCT,PLR,NLR,WBC and SAA can serve as effective biomarkers for the early diagnosis of bloodstream infection in newborns,aiding in the rapid and accurate identification of the type of infection.
5.Levels of PCT,NLR,SAA and PLR of newborns with bloodstream infection and their values in early diagnosis
Weiwei XIE ; Jing LUO ; Yanfen YING ; Lizhen WANG
Chinese Journal of Nosocomiology 2025;35(12):1841-1845
OBJECTIVE To investigate the levels of procalcitonin(PCT),platelet-to-lymphocyte ratio(PLR),neu-trophil-to-lymphocyte ratio(NLR),white blood cell count(WBC)and serum amyloid A(SAA)in newborns with bloodstream infection,and their diagnostic value for early diagnosis of bloodstream infection in newborns.METHODS A total of 100 neonates with positive blood culture results from Jan.2021 to Jan.2024 at Taizhou Hos-pital of Zhejiang Province were selected.These cases were divided into three groups based on the type of pathogen:74 cases in the gram-negative bacterial group,19 cases in the gram-positive bacterial group,and 7 cases in the fungal group.Additionally,100 neonates with negative blood culture results during the same period were selected as the control group.By comparing the levels of PCT,PLR,NLR,WBC and SAA in the blood of newborns infec-ted with different pathogens,the diagnostic value of various indicators on the receiver operating characteristic(ROC)curve for diagnosis of bloodstream infection in newborns was evaluated.RESULTS Among 100 newborns with positive blood cultures,74 strains of gram-negative bacteria,19 strains of gram-positive bacteria,and 7 strains of fungi were identified.The levels of PCT,PLR,NLR,WBC and SAA in the gram-positive,gram-negative and fungal groups were all higher than those in the control group(P<0.05).The ROC curve re-sults showed that the diagnostic efficacy of the combination of PCT,PLR,NLR,WBC and SAA for gram-nega-tive and gram-positive bloodstream infections was superior to that of each individual indicator(P<0.05),with ar-ea under the curve(AUC)of 0.982 and 0.969,respectively.CONCLUSION PCT,PLR,NLR,WBC and SAA can serve as effective biomarkers for the early diagnosis of bloodstream infection in newborns,aiding in the rapid and accurate identification of the type of infection.
6.Prediction of pathological classification of ground glass nodules based on artificial intelligence CT quantitative parameters and histogram parameters
Jie XU ; Ruibin YANG ; Lihua ZHAO ; Lizhen LUO ; Xiuqin GUO
Chinese Journal of Postgraduates of Medicine 2025;48(4):318-321
Objective:To analyze the prediction of pathological classification of ground glass nodules based on artificial intelligence computed tomography (CT) quantitative parameters combined with histogram parameters.Methods:The clinical data of 268 suspected patients with ground glass nodules admitted to Foshan Fosun Chancheng Hospital from June 2021 to June 2023 were retrospectively selected as the research subjects. They were divided into pre invasive lesions group (100 cases) and invasive lesions group(168 cases) according to pathological classification. Basic data of patients with different pathological classifications and the CT characteristics were compared, the prediction of pathological classification of ground glass nodules based on CT quantitative parameters combined and histogram parameters were analyzed by receiver operating characteristic (ROC) curve.Results:The edge and boundary of the tumor, shape of the lesion, the peripheral signs of the lesion and the boundary between the two groups had statistical differences ( P<0.05). The CT quantitative parameters of maximum diameter, lesion volume, average CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (15.29 ± 3.20) cm vs. (9.75 ± 2.14) cm, (1.54 ± 0.31) cm 3 vs. (0.51 ± 0.10) cm 3, (- 328.16 ± 46.35) HU vs. (-541.25 ± 100.30) HU, P<0.05. The CT histogram parameters of inproportion of solid components, entropy and maximum CT value in the invasive lesions group and pre invasive lesions group had statistical differences: (66.39 ± 13.25)% vs. (42.65 ± 11.20)%, 4.31 ± 0.52 vs. 3.32 ± 0.39, (-75.34 ± 21.27) HU vs. (-141.72 ± 32.43)HU, P<0.05. Compared with the single prediction of CT quantitative parameters and CT histogram parameters, the combined prediction of the two parameters had higher value in predicting different pathological subtypes of ground glass nodules (the area under the curve was 0.877, P = 0.001). Conclusions:The combined detection of CT quantitative parameters and histogram parameters based on artificial intelligence can effectively evaluate the invasion status of ground glass nodules, which is beneficial for improving the detection of different pathological types of ground glass nodules.
7.Efficacy and prognostic factors of allogeneic hematopoietic stem cell transplantation in the treatment of secondary acute myeloid leukemia
Xiaolin YUAN ; Yibo WU ; Xiaolu SONG ; Yi CHEN ; Ying LU ; Xiaoyu LAI ; Jimin SHI ; Lizhen LIU ; Yanmin ZHAO ; Jian YU ; Luxin YANG ; Jianping LAN ; Zhen CAI ; He HUANG ; Yi LUO
Chinese Journal of Hematology 2024;45(1):41-47
Objective:To evaluate the efficacy and prognostic factors of allogeneic hematopoietic stem cell transplantation (allo-HSCT) in patients with secondary acute myeloid leukemia (sAML) .Methods:In this multicenter, retrospective clinical study, adult patients aged ≥18 years who underwent allo-HSCT for sAML at four centers of the Zhejiang Hematopoietic Stem Cell Transplantation Collaborative Group from January 2014 to November 2022 were included, and the efficacy and prognostic factors of allo-HSCT were analyzed.Results:A total of 95 patients were enrolled; 66 (69.5%) had myelodysplastic syndrome-acute myeloid leukemia (MDS-AML) , 4 (4.2%) had MDS/MPN-AML, and 25 (26.3%) had therapy-related AML (tAML) . The 3-year CIR, LFS, and overall survival (OS) rates were 18.6% (95% CI 10.2%-27.0%) , 70.6% (95% CI 60.8%-80.4%) , and 73.3% (95% CI 63.9%-82.7%) , respectively. The 3-year CIRs of the M-AML group (including MDS-AML and MDS/MPN-AML) and the tAML group were 20.0% and 16.4%, respectively ( P=0.430) . The 3-year LFSs were 68.3% and 75.4%, respectively ( P=0.176) . The 3-year OS rates were 69.7% and 75.4%, respectively ( P=0.233) . The 3-year CIRs of the groups with and without TP53 mutations were 60.0% and 13.7%, respectively ( P=0.003) ; the 3-year LFSs were 20.0% and 76.5%, respectively ( P=0.002) ; and the 3-year OS rates were 40.0% and 77.6%, respectively ( P=0.002) . According to European LeukmiaNet 2022 (ELN2022) risk stratification, the 3-year CIRs of patients in the low-, intermediate-, and high-risk groups were 8.3%, 17.8%, and 22.6%, respectively ( P=0.639) . The three-year LFSs were 91.7%, 69.5%, and 65.6%, respectively ( P=0.268) . The 3-year OS rates were 91.7%, 71.4%, and 70.1%, respectively ( P=0.314) . Multivariate analysis revealed that advanced disease at allo-HSCT and TP53 mutations were independent risk factors for CIR, LFS, and OS. Conclusion:There was no significant difference in the prognosis of patients who underwent allo-HSCT among the MDS-AML, MDS/MPN-AML, and tAML groups. Advanced disease at transplantation and TP53 mutations were poor prognostic factors. ELN2022 risk stratification had limited value for predicting the prognosis of patients with sAML following allo-HSCT.
8.Effect of Modified Cangfu Daotantang on Glucose and Lipid Metabolism in Simple Obese Children with Phlegm Dampness and Stagnation
Zhenfang LUAN ; Fengru WANG ; Bin LUO ; Xiaochang WANG ; Tingting WANG ; Lizhen YANG
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(3):90-97
ObjectiveTo observe and compare the intervention effect of modified Cangfu Daotantang on glucose and lipid metabolism in simple obese children with phlegm dampness and stagnation. MethodA total of 60 children with simple obesity were randomly divided into two groups according to the simple randomization method of the random number table. The odd number was included in the test group, and the even number was included in the basic treatment group, with 30 cases in each group. On the basis of signing the informed consent notice, the treatment group was given modified Cangfu Daotantang combined with basic treatment, while the control group was only given basic treatment. After three months of treatment, the body mass index (BMI), glucose and lipid metabolism level [total cholesterol (TC), triglyceride (TG), low-density lipoprotein cholesterol (LDL-C), fasting plasma glucose (FPG), fasting insulin (FINS), and homeostasis model assessment-insulin resistance (HOMA-IR)], the change in the total score of traditional Chinese medicine (TCM) syndromes, and the effective rate of treatment were observed and compared. ResultAfter treatment, the BMI of the observation group and the control group decreased significantly (P<0.01). Compared with the control group, the BMI level in the observation group decreased significantly (P<0.05). After treatment, the levels of TC, TG, and LDL-C in the observation group and the control group decreased significantly (P<0.01). Compared with the control group, the levels of TC, TG, and LDL-C in the observation group decreased significantly (P<0.05). In addition, the level of TC in the observation group improved significantly compared with that in the control group (P<0.01). The levels of FPG, FINS, and HOMA-IR in the observation group and the control group were significantly lower than those before treatment (P<0.05). After treatment, compared with the control group, the levels of FPG, FINS, and HOMA-IR in the observation group were significantly reduced (P<0.05). The level of FPG in the observation group was significantly improved compared with that in the control group (P<0.01). After treatment, the total score of TCM syndromes in the two groups decreased significantly (P<0.01). Compared with the control group, the total score of TCM syndromes in the observation group was lower (P<0.01). After treatment, the total effective rate of treatment was 86.67% (26/30) in the observation group and 73.33% (22/30) in the control group. By rank sum test, the total effective rate of the observation group was better than that of the control group (Z=-2.100, P<0.05). ConclusionModified Cangfu Daotantang combined with basic treatment can effectively reduce the BMI of obese children and improve their glucose and lipid metabolism. It has good clinical effects and high clinical application value, which is worth further in-depth research and promotion.
9.Clinical analysis of metagenome next-generation sequencing for diagnosing invasive fungal disease in patients with early stage of hematopoietic stem cell transplantation
Yuhan JI ; Mingyue PAN ; Xiaoyu LAI ; Lizhen LIU ; Jimin SHI ; Yanmin ZHAO ; Jian YU ; Luxin YANG ; Yi LUO
Journal of Army Medical University 2024;46(4):311-318
Objective To analyze the clinical outcomes of early invasive fungal disease(IFD)in patients after allogenetic hematopoietic stem cell transplantation(allo-HCST)with metagenomic next-generation sequencing(mNGS).Methods A retrospective analysis was conducted on patients undergoing allo-HCST in our Bone Marrow Transplantation Center between July 2021 and October 2022.These patients experienced one of the following conditions within 100 d after transplantation:① Patients with persistent fever and negative blood culture after empiric antimicrobial therapy for 72 h or longer;② Hyperpyrexia of unknown origin occurred again after effective anti-infection in the past;③ Symptoms in lower respiratory tract associated with lung lesions on CT scan,and empiric anti-infective therapy was ineffective.Peripheral blood or bronchoscopic alveolar lavage fluid were tested with mNGS,and overall survival(OS)and non-relapse mortality(NRM)were analyzed.Results There were 60 patients enrolled in this study.For the peripheral blood samples of 47 cases and bronchoalveolar lavage fluid samples of 13 cases,mNGS found that 19 cases were negative to pathogens,30 cases were non-fungal positive,and 11 case were fungal positive,including 3 cases of aspergillus,5 cases of mucor,2 cases of Candida tropicalis,and 1 case of Trichosporon asahii.Of the 11 patients with fungal positive,8 achieved complete remission after antifungal therapy according to the mNGS results.The 1-year OS and NRM of the 60 patients were 70.0%(95%CI:64.1%~75.9%)and 20.0%(95%CI:11.9%~32.5%),respectively,while those of the fungal infection patients were 54.5%(95%CI:49.5%~69.5%)and 36.4%(95% CI:15.5%~70.3%),respectively.No significant differences were seen in 1-year OS(P=0.487)and 1-year NRM(P=0.358)among the negative,fungal infection and non-fungal infection patients,neither OS(P=0.238)and NRM(P=0.154)between the fungal infection and the non-fungal infection patients.Conclusion mNGS can rapidly diagnose the early IFD after allo-HSCT,which is helpful for timely and effective treatment and improves the prognosis of patients.
10.Natural-derived porous nanocarriers for the delivery of essential oils.
Hongxin CHEN ; Xiaoyu SU ; Yijuan LUO ; Yan LIAO ; Fengxia WANG ; Lizhen HUANG ; Aiguo FAN ; Jing LI ; Pengfei YUE
Chinese Journal of Natural Medicines (English Ed.) 2024;22(12):1117-1133
Essential oils (EOs) are natural, volatile substances derived from aromatic plants. They exhibit multiple pharmacological effects, including antibacterial, anticancer, anti-inflammatory, and antioxidant properties, with broad application prospects in health care, food, and agriculture. However, the instability of volatile components, which are susceptible to deterioration under light, heat, and oxygen exposure, as well as limited water solubility, have significantly impeded the development and application of EOs. Porous nanoclays are natural clay minerals with a layered structure. They possess unique structural characteristics such as large pore size, regular distribution, and tunable particle size, which are extensively utilized in drug delivery, adsorption separation, reaction catalysis, and other fields. Natural-derived porous nanoclays have garnered considerable attention for the encapsulation and delivery of EOs. This review comprehensively summarizes the structure, types, and properties of natural-derived porous nanoclays, focusing on the structural characteristics of porous nanoclays such as montmorillonite, palygorskite, halloysite, kaolinite, vermiculite, and natural zeolite. It also examines research advances in their delivery of EOs and explores engineering strategies to enhance the delivery of EOs by natural-derived porous nanoclays. Finally, various applications of natural-derived porous nanoclays for EOs in antibacterial, food preservation, repellent, and insecticide aspects are presented, providing a reference for the development and application of EOs.
Humans
;
Nanoparticles/chemistry*
;
Oils, Volatile/administration & dosage*
;
Porosity
;
Nanoparticle Drug Delivery System/chemistry*

Result Analysis
Print
Save
E-mail