1.Huoluo Xiaolingdan Suppresses Triple-negative Breast Cancer in Mice by Regulating TCF1+ CD8+ Stem Cell-like T Cells Infiltration
Bo LUO ; Qu ZHANG ; Yujie SUN ; Lin LIU ; Lan ZENG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(4):108-115
ObjectiveTo investigate the inhibitory effect of Huoluo Xiaolingdan on triple negative breast cancer (TNBC) in mice through its regulation of TCF1+CD8+ stem cell-like T cells infiltration. MethodsA mouse model of TNBC was established and the mice were randomly divided into the model group, low-dose (3.9 g·kg-1), medium-dose (7.8 g·kg-1) and high-dose (15.6 g·kg-1) Huoluo Xiaolingdan groups, and anti-PD-1 antibody treatment group. Each group was given a dose of 0.01 mL·g-1, while the model group and the anti-PD-1 treatment group were also given an equivalent volume of normal saline. The drug was administered for 21 days. In the anti-PD-1 antibody group, mice were intraperitoneally injected with 100 μg of mouse anti-PD-1 antibody twice a week, for a total of five injections. The tumor volume, survival time and tumor mass were measured at different time points. Hematoxylin-eosin (HE) staining was used to observe the histological changes of the tumor. The expression of CD8+T cells and TCF1+CD8+ stem-like T cells in tumor tissues was detected by immunohistochemistry and immunofluorescence staining. Flow cytometry was used to detect the difference of immune cell subsets in tumors and the expression difference of TCF1+CD8+ stem cell-like T cells in tumors and peripheral blood. The expression level of PD-L1 in tumor tissues was detected by Western blot. ResultsCompared with model group, the tumor volume and mass of in low-, medium- and high-dose Huoluo Xiaolingdan groups and anti-PD-1 group were decreased (P<0.05, P<0.01). The median survival time of mice in low-, medium- and high-dose Huoluo Xiaolingdan groups and anti-PD-1 group was as follows: 27.00 days (95%CI, 0.45-2.65), 31.00 days (95%CI, 0.32-1.89), 34.00 days (95%CI, 0.40-2.33), and 35.00 days (95%CI, 0.42-2.47). All of them were higher than that of the model group [24.50 days (95%CI, 0.37-10.5)]. Flow cytometry showed that compared with the model group, the proportion and number of infiltrating CD8+ T cells in tumor were increased in low-, medium- and high-dose Huoluo Xiaolingdan groups and anti-PD-1 group (P<0.05, P<0.01), while the proportion of tumor regulatory T cells (Treg) and M2 macrophages decreased (P<0.05). Compared with the model group, the proportion of IFN-γ+CD8+ T and GrzB+CD8+ T cells in tumors in low-, medium- and high-dose Huoluo Xiaolingdan groups and anti-PD-1 group was increased (P<0.01), and the proportion of TCF1+CD8+ T cells in tumor and peripheral blood was also increased. Immunofluorescence staining further showed that the number of TCF1+CD8+ T cells in tumor tissues increased in low-, medium- and high-dose Huoluo Xiaolingdan groups. Western blot analysis showed no significant decrease in the PD-L1 protein expression in tumor tissues between the Huoluo Xiaolingdan groups and the model group. ConclusionHuoluo Xiaolingdan can inhibit TNBC in mice by increasing tumor infiltration of TCF1+CD8+ stem-like T cells, enhancing CD8+ T cell activity, and regulating immune cell subgroups such as M2 macrophages and Treg cells to enhance anti-tumor immunity. This study provides a theoretical basis for the clinical application of Huoluo Xiaolingdan in breast cancer treatment and combination therapy.
2.Associations of serum low-density lipoprotein cholesterol with hematoma enlargement, early neurological deterioration, and outcome in patients with acute spontaneous intracerebral hemorrhage
Ting LAN ; Xiwa HAO ; Lin LYU ; Cuiqin ZHANG ; Hongmei QIAO ; Bobo ZHANG ; Yongming CHEN ; Qidi BO ; Meiyou YAN ; Hui LYU ; Jingfen ZHANG
International Journal of Cerebrovascular Diseases 2024;32(7):506-511
Objective:To investigate associations of serum low-density lipoprotein cholesterol (LDL-C) with hematoma enlargement, early neurological deterioration (END), and outcome in patients with acute spontaneous intracerebral hemorrhage (ICH).Methods:"A multi-center registration study for spontaneous intracerebral hemorrhage in Inner Mongolia" (registration number: ChiCTR2000029494) database was used to include patients with ICH who completed their first head CT scan within 6 hours after onset, underwent blood lipid examination, CT follow-up within 24 hours of onset, and accurately measured hematoma volume using 3D Slicer software between June 2020 and September 2022. HE was defined as hematoma volume increasing >33% or >6 ml at 24 hours, or ventricular hematoma volume increasing ≥1 ml compared to the baseline. END was defined as an increase of ≥4 in the National Institutes of Health Stroke Scale (NIHSS) score from the baseline or death within 24 hours after onset. The follow-up was conducted at 3 months after onset, and the modified Rankin Scale score >2 was defined as poor outcome. Multivariate logistic analysis was used to determine the independent correlation between LDL-C and HE, END, and outcome. Results:A total of 338 patients with ICH were enrolled, including 206 males (60.9%). LDL-C was 2.39±1.22 mmol/L. Eighty-eight patients (26.0%) developed HE, 67 (19.8%) developed END, and 162 (47.9%) had poor outcome at 3 months. Multivariate logistic analysis showed that after adjusting for confounding factors, there was a significant independent negative correlation between LDL-C and HE (odds ratio 0.312, 95% confidence interval 0.208-0.467; P<0.001) and END (odds ratio 0.408, 95% confidence interval 0.275-0.606; P<0.001), but not with the outcome at 3 months. Conclusion:Lower LDL-C is associated with HE and END in patients with ICH, but not with the outcome.
3.Selection of placement position of support points for early and mid-term mechanical repair of femoral head necrosis
Shuai-Lei LI ; Xiao-Bo CHEN ; Xiao-Lan SONG ; Yang LI ; Yong-Qiang SUN
China Journal of Orthopaedics and Traumatology 2024;37(8):808-813
Objective To investigate the clinical efficacy of the placement of the main mechanical support points in the early and middle stages of mechanical repair of femoral head necrosis in preventing collapse of the femoral head.Methods A retrospective analysis was performed for 17 cases 22 hips of non-traumatic femoral head necrosis in the early and middle stages from June 2018 to June 2019,including 14 males 18 hips and 3 females 4 hips,aged 34 to 47 years old.Among them,6 cases were hormonal,8 were alcoholic and 3 were idiopathic.According to China-Japan Friendship Hospital(CJFH)classification,9 hip were type L1,8 were L2,5 were L3.All cases were given dead bone scraping,autologous iliac granules pressed bone graft-ing,and allogeneic fibula column support treatment.After surgery,Sanqi Jiegu Pill(三 七 接 骨 丸)was administered orally for 3 months.X-rays of both hips were performed after surgery and follow-up,and the clinical efficacy was evaluated by hip Harris score before and after surgery.Results All cases were followed up for 24 to 38 months.The Harris score of 22 hips increased from 58 to 77 preoperative to 68 to 94 at the final follow-up.At the final follow-up,3 hips were excellent,1 1 hips were good,3 hips were acceptable,5 hips were poor.Two hips of L2 type progressed to ARCO Ⅲ B stage and continued to be observed,2 hips of L2 type and 2 hips of L3 type progressed to ARCO Ⅳ stage,and received total hip replacement,and 1 hip infection at 3 months after surgery was given a cement spacer.Conclusion Based on CJFH classification,collapse can be predicted to a cer-tain extent according to the area,volume,location and human biological characteristics of osteonecrosis,and the main mechan-ical support points are found on this basis to prevent collapse.
4.Influence of Methylenetetrahydrofolate Reductase C677T Polymorphism on High-Dose Methotrexate Toxicity in Pediatric Mature B-cell lymphoma Patients
Jia-Qian XU ; Juan WANG ; Su-Ying LU ; Yan-Peng WU ; Lan-Ying GUO ; Bo-Yun SHI ; Fei-Fei SUN ; Jun-Ting HUANG ; Jia ZHU ; Zi-Jun ZHEN ; Xiao-Fei SUN ; Yi-Zhuo ZHANG
Journal of Experimental Hematology 2024;32(6):1733-1737
Objective:To investigate the effect of genetic polymorphism of MTHFR C677T (rs1801133) on methotrexate (MTX) related toxicity in pediatric mature B-cell lymphoma patients. Methods:Fifty-eight intermediate and high risk patients under 18 years of age with mature B-cell lymphoma who received 5 g/m2 MTX (24 h intravenous infusion) in Sun Yat-sen University Cancer Center from August 2014 to December 2021 were included,and their toxicity of high-dose MTX (HD-MTX) were monitored and analyzed. Results:Among the 58 pediatric patients,the number of CC,CT,and TT genotypes for MTHFR C677T was 33,19 and 6,respectively. A total of 101 courses of HD-MTX therapy were counted,of which plasma MTX level>0.2 μmol/L at 48 h post-MTX infusion were observed in 35 courses,≤0.2 μmol/L in 66 courses. Inter-group comparison showed that plasma MTX level>0.2 μmol/L at 48 h post-MTX infusion increased the risk of developing oral mucositis (P<0.05). Compared with wild-type (CC genotype),patients in the mutant group (CT+TT genotype) were more likely to develop myelosuppression,manifested as anemia,leucopenia,neutropenia and thrombocytopenia. However,plasma MTX level at 48 h was not associated with MTHFR C677T gene polymorphism. Conclusion:The risk of developing oral mucositis in children with mature B-cell lymphoma is associated with plasma MTX concentration. Polymorphism of MTHFR C677T gene is not related to plasma MTX concentration in children with mature B-cell lymphoma,but is related to grade Ⅲ to Ⅳ hematological toxicity.
5.Mechanism of Tongfu Lifei decoction inhibiting the programmed death-1/programmed death-ligand 1 signaling pathway in THP-1 cells by regulating microRNA-146a
Bo LYU ; Lan LI ; Ruifeng HUANG ; Xiahui ZHOU ; Lipeng HAN
Chinese Critical Care Medicine 2024;36(10):1038-1043
Objective:To explore the protective effect and mechanism of Tongfu Lifei decoction (TFL) on human monocytic leukemia cell THP-1 induced by lipopolysaccharide (LPS).Methods:① THP-1 cells were cultured in vitro, and incubated with 1 mg/L LPS for 18 hours to construct an in vitro THP-1 cell inflammation model. Other THP-1 cells were taken as blank control group. Enzyme-linked immunosorbent assay (ELISA) was used to detect the levels of tumor necrosis factor-α(TNF-α) and interleukin-6 (IL-6) secreted by cells. ② THP-1 cells were divided into seven groups and treated with 0, 0.005, 0.01, 0.02, 0.04, 0.08, and 0.16 mL/mL TFL for 24 hours (added different dosages of TFL solution per milliliter of culture medium, with a crude drug content of 1 kg/L). The cell survival rate was detected using methyl thiazolyl tetrazolium (MTT) colorimetric method, and the intervention dosage of TFL for its non-toxic effect on THP-1 cells was screened. ③ Another THP-1 cells were divide into inflammatory model group and 0.01, 0.02, and 0.04 mL/mL TFL groups according to the intervention dosage of TFL screened by MTT colorimetry. After 24 hours of intervention, the levels of TNF-α and IL-6 secreted by cells were measured using ELISA. Western blotting was used to detect the expressions of programmed death-1/programmed death-ligand 1 (PD-1/PD-L1) signaling pathway proteins in cells. Real time fluorescence quantitative reverse transcription-polymerase chain reaction (RT-PCR) was used to detect the expressions of microRNAs (miR-146a, miR-146b, miR-155) in cells. ④ The maximum non-toxic concentration of TFL (0.04 mL/mL) on the THP-1 cell was selected as the intervention dose. THP-1 cells were divided into inflammation model group, TFL group, TFL+miR-146a inhibitor group, TFL+miR-146b inhibitor group, and TFL+miR-155 inhibitor group. The inflammation model group was not given any drug intervention. The other inhibitor groups were added 100 nmol/L corresponding inhibitor. After 24 hours of intervention, the levels of TNF-α and IL-6 secreted by cells were measured using ELISA. Western blotting was used to detect the expressions of PD-1/PD-L1 signaling pathway proteins in cells. Results:① Compared with the blank control group, the levels of TNF-α and IL-6 secreted by cells in the inflammatory model group were significantly increased, indicating the successful construction of the THP-1 inflammatory cell model in vitro. ② 0-0.04 mL/mL TFL had no toxic effect on THP-1 cells. However, the survival rates of cells in the 0.08 mL/mL and 0.16 mL/mL TFL groups were significantly lower than those in the inflammation model group, indicating that TFL dosages exceeding 0.04 mL/mL had toxic effects on THP-1 cells. ③ Compared with the inflammation model group, 0.01 mL/mL TFL had no significant effect on the levels of TNF-α and IL-6 secreted by THP-1 cells, while intervention with 0.02 mL/mL and 0.04 mL/mL TFL significantly reduced the levels of TNF-α and IL-6 secreted by cells [TNF-α(ng/L): 95.89±8.55, 70.73±11.70 vs. 137.10±7.19, IL-6 (ng/L): 23.03±2.55, 16.58±1.72 vs. 32.60±2.55, all P < 0.01]. Compared with the inflammation model group, the expressions of PD-1/PD-L1 signaling pathway proteins in THP-1 cells in different dosages of TFL groups were significantly reduced, and showed a certain dosage dependence. The expressions of the pathway proteins in the 0.04 mL/mL TFL group were significantly lower than those in the inflammation model group [PD-1 protein (PD-1/β-actin): 0.28±0.04 vs. 1.00±0.10, PD-L1 protein (PD-L1/β-actin): 0.54±0.05 vs. 1.00±0.08, phosphoinositide 3-kinase (PI3K) protein (PI3K/β-actin): 0.28±0.03 vs. 1.00±0.08, phosphorylated protein kinase B (p-Akt) protein (p-Akt/Akt): 0.38±0.04 vs. 1.00±0.10, all P < 0.01]. Compared with the inflammation model group, the expression of miR-146a in THP-1 cells in the 0.01, 0.02, and 0.04 mL/mL TFL groups was significantly reduced (2 -ΔΔCt: 0.46±0.11, 0.31±0.13, 0.23±0.14 vs. 1.01±0.18, all P < 0.01), while there was no significant change in the expressions of miR-146b and miR-155. ④ Compared with the inflammation model group, the TFL group showed a significant decrease in the levels of TNF-α and IL-6 secreted by THP-1 cells. The miR-146a inhibitor could significantly reverse the inhibitory effect of TFL on inflammatory factors, and the difference was statistically significant as compared with the TFL group [TNF-α (ng/L): 138.55±10.30 vs. 72.33±10.59, IL-6 (ng/L): 31.35±3.98 vs. 15.75±3.76, both P < 0.01]. Compared with the inflammation model group, the expressions of PD-1/PD-L1 signaling pathway proteins in THP-1 cells in the TFL group were significantly reduced. The expressions of pathway proteins in cells in the TFL+miR-146a inhibitor group were significantly higher than those in the TFL group [PD-1 protein (PD-1/β-actin): 0.85±0.09 vs. 0.37±0.04, PD-L1 protein (PD-L1/β-actin): 0.83±0.08 vs. 0.55±0.06, PI3K protein (PI3K/β-actin): 0.85±0.09 vs. 0.63±0.06, p-Akt protein (p-Akt/Akt): 0.98±0.10 vs. 0.75±0.07, all P < 0.05]. Conclusion:TFL regulates the expression of miR-146a to inhibit the PD-1/PD-L1 signaling pathway in THP-1 cells, regulates the immune barrier of sepsis induced in cell inflammation model in vitro, and thus protects LPS induced THP-1 cells.
6.Stress analysis of trabecular hip prosthesis stem implantation
Bo LI ; Li-Lan GAO ; Ya CHEN ; Shu-Hong LIU ; Ya-Hui HU ; Lin-Wei LYU ; Jin-Duo YE ; Chun-Qiu ZHANG
Chinese Medical Equipment Journal 2024;45(3):29-35
Objective To analyze the stresses in implanted titanium solid and bone trabecular prosthesis hip replacements.Methods A femur model was built inversely based on Mimics software,and optimized using Geomagic software,and then materialized by SolidWorks software.The osteotomized femur was assembled with the metal femoral stem to form a model,and then the model was imported into ABAQUS for finite element calculation.The upper femur was divided into four regions in different states of integration:medial proximal point(small trochanter region),lateral proximal region(large trochanter region),proximal point of the femoral stem(region around the mid-portion of the styloid process)and distal region(around the end of the styloid process and distal portion).Calculations were carried out over the femoral stresses before and after implantation of titanium solid and trabecular prostheses under gait and stair-climbing loads and the interfacial stresses when the region was unintegrated.The type of deformation at the bone interface was analyzed by means of a stress ellipsoid.Results At the small trochanter region,the stress shielding rates of the trabecular prosthesis under gait and stair climbing loads were reduced by 20.5%and 14.7%compared to the titanium solid prosthesis,respectively.In case of different integration states of the titanium solid prosthesis,the interface tensile stresses under the gait and stair climbing loads were up to 10.842 MPa and 12.900 MPa,and the shear stresses reached 7.050 MPa and 6.805 MPa,respectively;in case of different integration states of the trabecular prosthesis,the interface tensile stresses under the gait and stair climbing loads were up to 3.858 MPa and 4.389 MPa,and the shear stresses reached 4.156 MPa and 3.854 MPa,respectively.Under the 2 different loads,the inboard shear stress ellipsoid of the interface opened toward the sides and the bone interface showed tensile deformation;the outboard shear stress ellipsoid of the interface opened up and down and had compressive deformation.Conclusion After total hip arthroplasty,the overall performance of the trabecular prosthesis is better than that of the titanium solid prosthesis.The unintegrated edges of the prosthesis-bone interface are susceptible to stress concentrations and distortion which may result in occurrence of failures.[Chinese Medical Equipment Journal,2024,45(3):29-35]
7.Flexor Digitorum Superficialis to Flexor Digitorum Profundus Tendon Transfer after Wide Excision of Myxoinflammatory Fibroblastic Sarcoma: A Case Report
Bo Hyun LEE ; Lan Sook CHANG ; Youn Hwan KIM ; Chang Hun LEE ; Seong Oh PARK
Journal of Wound Management and Research 2024;20(2):178-183
Myxoinflammatory fibroblastic sarcoma (MIFS) is a rare, low-grade soft tissue neoplasm that typically arises in the extremities. A 72-yearold woman presented with recurrent masses on her left forearm. Four years prior, she underwent an excisional biopsy, diagnosed as MIFS, followed by wide excision and split-thickness skin graft coverage. Preoperative magnetic resonance imaging was conducted for the recurrent mass, revealing multiple tumors invading the flexor digitorum profundus (FDP) muscle and fascia. The tumors including most of the FDP muscle were therefore excised. The third flexor digitorum superficialis (FDS) tendon was harvested, divided in half, and connected to the second and fifth FDP tendons. The same procedure was performed for the third and fourth FDP tendons with fourth FDS tendon. An anterolateral thigh free flap was used to reconstruct the skin and soft tissue defect of the left forearm. Adjuvant radiation therapy was performed. At 12 weeks postoperatively, the patient exhibited no wound complications and achieved spontaneous partial flexion of the metacarpophalangeal and proximal interphalangeal joints.
8.PARP1 promotes the progression of hepatocellular carcinoma by regulating expression of POU2F2
Ziqiang WEN ; Junliang LAN ; Bo ZHOU ; Qiwei XU
China Oncology 2024;34(9):848-856
Background and purpose:Hepatocellular carcinoma(HCC)is a major disease seriously threatening human health.Poly(ADP-ribose)polymerase-1(PARP1)is an enzyme that catalyzes poly ADP-ribosylation.Given the role of PARP1 in DNA damage repair,it is generally considered as an oncogene.However,the expression of PARP1 and its mechanism in HCC are not yet clear.This study aimed to investigate the role of PARP1 in the occurrence and development of HCC and its potential mechanisms.Methods:First,we analyzed the expression pattern of PARP1 in The Cancer Genome Atlas(TCGA)and Clinical Proteomic Tumor Analysis Consortium(CPTAC)HCC database,and identified the expression trend of PARP1 in our HCC cohort using real-time fluorescence quantitative polymerase chain reaction(RTFQ-PCR)and Western blot.Then,the enzyme activity of PARP1 was inhibited by PJ34,an inhibitor of PARP1 and the expression of PARP1 in HCC cell lines was downregulated with small RNA interference technology.Based on these models,the following experiments were conducted:First,the effect of PARP1 on cell viability was assessed by cell counting kit-8(CCK-8)assay and flow cytometry;Second,the expression levels of stemness-related genes in HCC cells were identified using RTFQ-PCR;Third,the effect of inhibition of PARP1 on migration and invasion of HCC cells was detected by migration and invasion assay(transwell assay).Finally,bioinformatic analysis was performed to identify new target genes and the pathways regulated by PARP1 in HCC progression.Rescue experiments were performed to determine whether PARP1 target genes were involved in the malignant phenotypes of HCC cells.Results:The expression of PARP1 was significantly up-regulated in HCC tissues in both TCGA and CPTAC database.RTFQ-PCR and Western blot assays showed that PARP1 was obviously up-regulated in HCC tissues compared to paracancerous tissues.Survival analysis showed that PARP1 expression was significantly negatively correlated with the prognosis of patients.The results of CCK-8,flow cytometry,RTFQ-PCR and transwell assay indicated that inhibition of PARP1 attenuated proliferation and activity of HCC cells,as well as weakened their stemness,migration and invasion.Bioinformatics analysis suggested that PARP1-regulated genes were enriched in the nuclear factor-κB(NF-κB)and necroptosis pathways,with POU class homeobox 2(POU2F2)potentially being a target gene of PARP1.Correlation analysis,along with RTFQ-PCR and Western blot detection,confirmed that the expression of POU2F2 was regulated by PARP1,while not affected by PJ34,indicating the effect of nonenzymatic function of PARP1 on POU2F2.CCK-8,flow cytometry and RTFQ-PCR results showed that the reintroduction of POU2F2 enhanced proliferative capacity,increased activity,and promoted stemness of HCC cell lines with PARP1 knockdown.Conclusion:By positively regulating the expression of POU2F2,PARP1 promotes malignant phenotypes of HCC cells,providing new insights for clinical treatment and drug development for HCC.
9.Ultrasonography Combined with Antibody Status for Predicting ATA Recurrence Risk Stratification of Papillary Thyroid Carcinoma in the Context of Hashimoto's Background
Naiqiao GE ; Yuexiang WANG ; Yu LAN ; Bo JIANG ; Molin LI ; Guanghui XING ; Yukun LUO
Chinese Journal of Medical Imaging 2024;32(9):891-896
Purpose To predict the 2015 American thyroid association(ATA)recurrence risk stratification based on ultrasonographic features and Hashimoto's thyroiditis(HT)-specific antibody status of papillary thyroid carcinoma(PTC)in the context of HT.Materials and Methods A retrospective analysis was conducted on the ultrasonographic and clinical data of 479 patients with coexisting PTC and HT,who underwent their first thyroid surgery at the First Medical Center of Chinese PLA General Hospital from January 2017 to December 2019.All patients were divided in chronological order into a training group(n=327)and a validation group(n=152).Multivariate Logistic regression analysis was utilized to identify independent factors associated with high recurrence risk stratification according to the ATA guidelines.Predictive models were constructed and screened,and the efficacy of these models was evaluated using the area under the curve,calibration curves and Brier scores.Results Multivariate Logistic regression analysis identified the following as independent predictive factors for high recurrence risk stratification:multifocal malignancy of nodules(OR=3.812,95%CI 1.275-11.397,P=0.017),nodule contact with the capsule(OR=8.012,95%CI 1.647-38.972,P=0.010),microcalcifications(OR=4.220,95%CI 1.302-13.678,P=0.016),an aspect ratio>1(OR=4.017,95%CI 1.286-12.548,P=0.017),abundant nodule vascularity(OR=6.120,95%CI 2.225-16.832,P<0.001),maximum nodule diameter ≥1 cm(OR=4.784,95%CI 1.360-16.833,P=0.015),a glandular echo characteristic of typical HT(OR=0.114,95%CI 0.039-0.330,P<0.001),and anti-thyroid peroxidase antibody monopositivity(OR=0.088,95%CI 0.006-1.299,P=0.077).The predictive model demonstrated strong performance,as evidenced by the area under the curve of 0.942(95%CI 0.911-0.972)in the training set and 0.933(95%CI 0.878-0.990)in the validation set.Both groups exhibited well-fitting calibration curves.The Brier scores were 0.054 and 0.058 for the training and validation sets,respectively,indicating excellent predictive efficacy of the model.Conclusion The preoperative prediction model,based on ultrasonographic features combined with antibody status,demonstrates good efficacy in assessing ATA recurrence risk stratification for coexisting PTC and HT patients,which can assist clinicians in formulating treatment plans.
10.Establishment of prediction model for symptomatic radiation pneumonitis: based on a longitudinal cohort
Li WANG ; Han BAI ; Fei LU ; Yaoxiong XIA ; Man LI ; Na PENG ; Zhe ZHANG ; Simeng TAN ; Bo LI ; Chengshu GONG ; Jingyan GAO ; Qian AN ; Lan LI ; Wenhui LI
Chinese Journal of Radiation Oncology 2024;33(10):915-921
Objective:To establish a prediction model for symptomatic radiation pneumonitis (SRP) after radiotherapy for thoracic cancer based on a longitudinal cohort and dose interval variations.Methods:Clinical data of 587 patients who received thoracic radiotherapy in Department of Radiotherapy of Yunnan Cancer Hospital from July 2022 to June 2023 were retrospectively analyzed. The National Cancer Institute common terminology criteria for adverse events (CTCAE) version 5.0 was used to grade radiation pneumonitis, and clinical factors, traditional independent dosimetric characteristics and dose interval variation characteristics were collected. Features used to predict the occurrence of SRP were screened using genetic algorithms and analyzed the correlation between the selected features and SRP occurrence. Predictive models for SRP occurrence were established using the selected features and evaluated, and the optimal predictive model was visualized using a column chart.Results:The incidence of SRP was 35.94%. Five clinical factors, seven independent dosimetric features and six dose interval variation features were screened out by genetic algorithms to effectively predict the occurrence of SRP. The area under ROC curve (AUC) of clinical factors combined with traditional independent dosimetric factors and dose interval variation factors was 76%. The AUC of clinical factors combined with traditional independent dosimetric factors and that of clinical factors combined with dose interval variation factors was 69% and 67%, respectively. The addition of the characteristics of dose interval variation factors significantly improved the effectiveness of the prediction model.Conclusions:The supplement of the characteristics of dose interval variation factors can significantly improve the performance of the SRP prediction model for thoracic tumors after radiotherapy. The SRP prediction model based on dose interval variations can effectively predict the occurrence of SRP.

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