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.Improvement effects and mechanism of Xiangsha yiwei tang on gastric mucosal injury in rats with chronic atrophic gastritis
Pengfei XIA ; Di JIN ; Jin LIANG ; Yi YU ; Jinjun DU ; Zhanyong JIN ; Jun FANG ; Xia YANG ; Huiwu LIU
China Pharmacy 2025;36(11):1311-1316
OBJECTIVE To investigate the improvement effects and mechanism of Xiangsha yiwei tang on gastric mucosal injury in rats with chronic atrophic gastritis (CAG). METHODS Rats were randomly assigned into normal control group, model group, Xiangsha yiwei tang low-, medium- and high-dose groups (6, 12, 18 g/kg, calculated by crude drug), and high-dose group of Xiangsha yiwei tang+740 Y-P [Xiangsha yiwei tang 18 g/kg+transforming growth factor β1/phosphatidyl inositol 3 kinase/ protein kinase B(TGF-β1/PI3K/Akt) pathway activator group 740 Y-P 10 mg/kg], with 18 rats in each group. Rats in each group were administered the corresponding drugs via oral gavage or injection, once daily, for 4 consecutive weeks. Gastric mucosal blood flow, the levels of serum gastrointestinal hormones [including motilin (MTL), gastrin (GAS), and pepsinogen (PP)], as well as inflammatory cytokines [including tumor necrosis factor- α (TNF- α), interleukin-1β (IL-1β), IL-6] in rats were measured. Pathological damage to gastric mucosal tissue was observed in rats; the apoptotic rate of gastric mucosal cells was detected. The expressions of TGF-β1/PI3K/Akt signaling pathway-related proteins and apoptosis-related proteins [including B-cell lymphoma-2 (Bcl-2) and Bcl-2-associated X protein (Bax)] in the gastric mucosal tissues of rats were assessed. RESULTS Compared with normal control group, model group had abnormal gastric mucosal tissue structure, with shedding of gastric mucosal epithelial cells, and prominent infiltration of inflammatory cells. Gastric mucosal blood flow, the serum levels of MTL, GAS, PP, and Bcl-2 protein expression were lowered significantly, while serum levels of TNF-α, IL-1β and IL-6, apoptosis rate, protein expressions of Bax and TGF-β1, the phosphorylations of PI3K and Akt were increased significantly (P<0.05). Compared with model group, Xiangsha yiwei decoction groups exhibited attenuated histopathological injuries in gastric mucosal tissues, reduced inflammatory cell infiltration, and significant improvements in the aforementioned quantitative parameters (P<0.05). Compared with high-dose group of Xiangsha yiwei tang, high-dose group of Xiangsha yiwei decoction combined with 740 Y-P exhibited significantly aggravated histopathological injuries in gastric mucosal tissues, and the aforementioned quantitative parameters were markedly reversed (P<0.05). CONCLUSIONS Xiangsha yiwei tang can alleviate gastric mucosal damage in CAG rats, and its mechanism of action is related to the inhibition of TGF-β1/PI3K/Akt signaling pathway.
3.Association between cannabis use and risk of gynecomastia: commentary on "Gynecomastia in adolescent males: current understanding of its etiology, pathophysiology, diagnosis, and treatment"
Jia-Lin WU ; Jun-Yang LUO ; Xin-Yi DENG ; Zai-Bo JIANG
Annals of Pediatric Endocrinology & Metabolism 2025;30(1):52-53
4.Frontalis sling surgery using polypropylene non-absorbable sutures: a novel approach for the treatment of senile ptosis
Yi YANG ; Xueyong MENG ; Jun ZHANG ; Jinlong HUANG
Chinese Journal of Plastic Surgery 2025;41(1):8-14
Objective:To investigate the effect of a new method of utilizing frontalis sling with polypropylene non-absorbable sutures for the treatment of senile ptosis.Methods:A retrospective analysis was conducted on the clinical data of senile patients with blepharoptosis who were treated with frontalis sling surgery with polypropylene non-absorbable sutures at the Department of Plastic Surgery, Affiliated Hospital of Nanjing University of Chinese Medicine between January 2022 and December 2023. The palpebral fissure height and margin reflex distance (MRD1) of the upper eyelid margin were measured and recorded before and after the operation, and the operation time and postoperative detumescence time were recorded. Postoperative complications and recurrence of ptosis were followed up. Patients’ satisfaction with the postoperative effect was investigated and divided into three levels: very satisfied, satisfied, and dissatisfied. Normal distribution measurement data were expressed as Mean±SD; counting data were expressed as frequency.Results:A total of 8 patients were enrolled, including 3 males and 5 females, with an age of (68.8±6.1) years. Six patients underwent bilateral ptosis correction surgery, and two underwent unilateral ptosis correction surgery. The ptosis was graded as follows: 1 case was mild, 2 cases were moderate, and 5 cases were severe. There were 2 cases of aponeurotic ptosis, 3 cases of congenital ptosis and 3 cases of traumatic ptosis (1 of which was prosthetic eye). The operative time of 8 patients (14 eyes) with unilateral ptosis was (43.9±4.9) min. The swelling resolved in (9.4±1.7) days. One patient still had symptoms of lagophthalmos and corneal irritation 7 days after the operation. The symptoms gradually relieved after wearing corneal protective goggles and applying eye ointment. The postoperative follow-up lasted from 2 to 15 months (mean 6.3 months). Palpebral cleft height [(9.8±0.6) mm vs. (3.3±1.2) mm] and MRD1[(4.1±0.5) mm vs. (-1.1±0.8) mm] in 8 patients (14 eyes) after surgery were significantly higher than those before the operation( P<0.01). There was no recurrence of ptosis after the operation. There were 2 cases of upper eyelid hysteresis, of which 1 case was mild upper eyelid hysteresis, and the other case had relatively obvious upper eyelid hysteresis on prosthetic side. Satisfaction survey showed that 7 patients were very satisfied with the result of the operation, and 1 patient was satisfied. Conclusion:Frontal muscle suspension with polypropylene non-absorbable suture is a feasible method for the treatment of ptosis in elderly patients with simple operation, little tissue damage, positive effect, rapid postoperative recovery and acceptable complications.
5.Net Meta-analysis of intramuscular efficacy patch on the recovery of limb function after stroke
Wenshu ZENG ; Yi YANG ; Lanmo LU ; Menglian LIU ; Jun WANG
China Modern Doctor 2025;63(2):24-27,32
Objective To evaluate the effect of different kinesio taping(KT)patches on the improvement of upper limb function and activities of daily living in patients with stroke by using a reticulated Meta-analysis.Methods PubMed,Web of Science,Cochrane Library,EMbase,China Knowledge,Wanfang,and VIP databases were searched for randomised controlled trials on the effect of KT on improving the functional status of the upper limbs or the ability to perform activities of daily living in patients with stroke,using a computer,with a timeframe ranging from 2000 January to 2024 March.Twenty-six articles were included,accounting for a total of 1037 patients.Literature was screened individually,evaluated for quality,and identified for inclusion using RevMan 5.4 and Stata 17.0 software for reticulation Meta-analysis.Results Meta-analysis showed that the effect of different KT patches improved upper limb function in stroke patients:I+X+claw>I+Y>I+X+Y>X+claw>claw+Y>I+claw>X+Y+claw>I+X>Y+T>I+I>control.Order of the efficacy of different KT patch types on improving the daily life ability of stroke patients:I+X+claw>X+claw>I+X>I+X+Y>Y+T>I+Y>X+Y+claw>I+claw>I+I>control.The improvement effect of different ligation maintenance time ranked:24-48h>over 72h>49-72h.Conclusion With the combination of I+X+claw muscle KT,the best maintenance time of a single patch was 24-48h,which had the best improvement effect on the upper limb function and daily living ability of stroke patients.
6.Effects of Er Miao Wan on skin lesion inflammation in atopic dermatitis mice and the MAPK/NF-κB signaling pathway of macrophage
Sheng-jin YANG ; Yan-jiao LIU ; Cheng LU ; Shi-jun DENG ; Jing LI ; Xin-jia ZHANG ; Yi ZHANG ; Rui-rui WANG ; Li-juan ZHANG
Chinese Traditional Patent Medicine 2025;47(11):3591-3600
AIM To explore the relieving effect of Er Miao Wan on atopic dermatitis in mice.METHODS In vivo experiment:BALB/c mice were randomly divided into normal group,model group,dexamethasone group(2 mg/kg)and high,medium and low dose groups of Er Miao Wan(4.68,2.34 and 1.17 g/kg).The mouse model of atopic dermatitis was established by repeatedly smearing DNCB solution,and the model was given orally for 21 days.The skin lesion condition on the back of mice,ear swelling degree,and the weight difference between ear lobes were observed and recorded.HE staining was used to observe the histopathological changes in the skin lesion tissues of mice.Toluidine blue(TB)staining was used to observe the infiltration of mast cells in skin lesions.The expression of macrophage marker F4/80 in skin lesions was detected by IHC.The serum levels of TSLP,IL-4,IL-5 and total IgE were detected by ELISA.In vitro experiment:RAW264.7 cells in logarithmic growth period were given 400,200 and 100 μg/mL Er Miao Wan for intervention.Cell proliferation was detected by CCK-8 method.NO level in cell supernatant was detected by Griess method.TNF-α,IL-1 β and IL-6 levels in cell supernatant were detected by ELISA method.The expressions of proteins related to the MAPK/NF-κB signaling pathway in cells was detected by Western blot.RESULTS In vivo experiment:Compared with the model group,the scores of back skin lesions,the swelling degree of right ear and the weight difference between left and right ear pieces in the high-dose group of Er Miao Wan decreased(P<0.05,P<0.01),the thickness of skin lesions decreased,the infiltration of mast cells and macrophages decreased(P<0.05,P<0.01),and the inflammatory factors TSLP,IL-4,IL-5 and total IgE levels in serum decreased(P<0.05,P<0.01),and the expression of F4/80 in the skin lesions decreased(P<0.01).In vitro experiment:Compared with the model group,the levels of NO,TNF-α,IL-1 β and IL-6 in Er Miao Wan 400 and 200 μg/mL groups decreased(P<0.05,P<0.01),and the phosphorylation levels of P38,JNK and P65 proteins decreased(P<0.05,P<0.01).CONCLUSION Er Miao Wan can alleviate skin lesion inflammation in DNCB-induced atopic dermatitis mice,and its mechanism may be related to inhibiting the activation of MAPK/NF-κB signaling pathway of macrophage,reducing macrophage infiltration and reducing Th2 cytokines.
7.Construction of Human-derived Chondrocyte PIEZO2 Overexpressing Cell Line and Identification of Osteoarthritis Phenotype
Bo-Yang XU ; Yi-Fei FAN ; Yu-Qing DU ; Meng-Ze SUN ; Jun-Yan WANG ; Jin CHENG ; Ying-Fang AO ; Xiao-Qing HU
Chinese Journal of Biochemistry and Molecular Biology 2025;41(6):871-878
To investigate the molecular mechanisms underlying the mechanosensitive ion channel PI-EZO2 in osteoarthritis(OA),we developed a lentiviral vector for endogenous PIEZO2 overexpression and established a stable PIEZO2-high-expressing immortalized human primary chondrocyte line.By map-ping the open reading frame of the PIEZO2 locus and designing sequence-specific sgRNA,we employed the CRISPR/Cas9 synergistic activation mediator(SAM)system to precisely integrate transcriptional ac-tivation elements into the PIEZO2 promoter region.Lentiviral-mediated targeted genomic integration en-sured endogenous PIEZO2 overexpression,confirmed by mCherry fluorescence tracing coupled with flow cytometric sorting,which revealed membrane-specific localization of PIEZO2 protein(localization effi-ciency:78.49%).Quantitative PCR demonstrated a 17-fold upregulation of PIEZO2 mRNA,while Western blotting validated enhanced membrane-localized protein expression.Strikingly,PIEZO2-overex-pressing chondrocytes exhibited hallmark OA metabolic phenotypes compared to wild-type controls:typeⅡ collagen mRNA expression decreased to 50%of baseline levels,whereas matrix metalloproteinase 13(MMP13)mRNA surged by 20-fold.These alterations recapitulated the pathological matrix metabolic phenotype observed in biomechanical OA models induced by cyclic mechanical stress(10%strain,0.5 Hz,8 h/day for 2 consecutive days).Collectively,we successfully generated a human chondrocyte model with stable PIEZO2 overexpression,which faithfully mirrors mechanotransduction-driven OA progression.This engineered cellular system provides a robust platform for dissecting PIEZO2-mediated mechanosig-naling networks and advancing targeted therapeutic discovery.
8.HuiNet report of 2024: the distribution and antimicrobial resistance profile of clinical bacterial isolates in Anhui province
Yanyan LIU ; Yasheng LI ; Liang YU ; Yi YANG ; Ting WU ; Jun YIN ; Lifen HU ; Ying YE ; Jiabin LI
Chinese Journal of Clinical Infectious Diseases 2025;18(1):63-76
Objective:To report the surveillance results of the distribution and antimicrobial resistance profile of clinical isolates in Anhui province.Methods:Surveillance data from 94 members of the Anhui Antimicrobial Resistance Surveillance Network(HuiNet)from October 2023 to September 2024 were collected,the major drug-resistant bacteria and the resistance to commonly used antibiotics were analyzed. WHONET 5.6 and SPSS 25.0 software were used for data analysis.Results:Among 240 339 clinical strains,Gram-negative bacteria accounted for 75.0%(180 153 strains). The detected bacteria mainly include Escherichia coli( n=53 587,22.3%), Klebsiella pneumoniae( n=39 774,16.5%), Pseudomonas aeruginosa( n=25 505,10.6%), Staphylococus aureus( n=19 438,8.1%), Acinetobacter baumannii complex( n=14 239,5.9%),and so on. The prevalence of methicillin-resistant Staphylococcus aureus(MRSA)and methicillin-resistant coagulase-negative Staphylococcus aureus(MRCNS)were 37.7%(7 112/18 853)and 73.9%(13 221/17 895),respectively. No vancomycin- and teicolanin-resistant Staphylococcus were detected. The prevalence of carbapenem-resistant Escherichia coli(CREC)and Klebsiella pneumoniae(CRKP)were 1.9%(971/51 991)and 12.3%(4 864/39 414),respectively. The resistance rate of CRKP to tigecycline and polycolistin B was 7.7% and 7.9%,respectively. The prevalence of carbapenem-resistant Acinetobacter baumannii(CRAB)complex and Pseudomonas aeruginosa(CRPA)were 57.9%(8 222/14 198)and 18.2%(4 569/25 052),respectively,with low resistance to polycolistin B(2.0% and 7.2%,respectively). The detection rates of MRSA,MRCNS,CRAB complex,third-generation cephalosporin-resistant Escherichia coli(3GC-R-EC)and quinolone-resistant Escherichia coli(QREC)in northern Anhui were the highest(46.8%,77.1%,65.6%,57.6% and 55.5%,respectively),which were higher than those in central and southern Anhui( χ2=107.858 and 566.202,5.950 and 142.223,39.254 and 289.137,135.402 and 449.114,39.142 and 185.114, P<0.05 or <0.01),and the detection rates in central Anhui were higher than those in southern Anhui( χ2=272.031,102.717,162.409,118.891 and 66.889,all P<0.001). The detection rates of CRKP,CRPA and thirdgeneration cephalosporinresistant Klebsiella pneumoniae(3GC-R-KP)in central Anhui were the highest(16.7%,21.7% and 32.0%,respectively),which were higher than those in northern and southern Anhui( χ2=229.656 and 439.377,156.599 and 65.818,77.386 and 232.568,all P<0.001). The detection rates of CREC,3GC-R-EC and QREC were the highest in the elderly(2.2%,54.0% and 56.4%,respectively),which were higher than those in children and adults( χ2=8.034 and 13.150,17.032 and 103.437,438.353 and 183.099,all P<0.01). The detection rates of CRKP and 3GC-R-KP in neonates were the highest(20.6% and 56.9%,respectively),which were significantly higher than those in children,adults and the elderly( χ2=38.869,8.337 and 7.921;65.517,55.525 and 49.214,all P<0.01),and the detection rate of 3GC-R-KP in the elderly was higher than that in children and adults( χ2=14.122 and 7.501,both P<0.01). The detection rates of CRAB complex,CRPA,CREC,CRKP and 3GC-R-KP in tertiary hospitals were higher than those in secondary hospitals( χ2=25.606,16.501,5.820,33.116 and 117.086, P<0.05 or <0.01). Except for MRSA,vancomycin-resistant Enterococcus faecium and QREC,the detection rates of major drug-resistant bacteria in intensive care unit(ICU)were the highest(all P<0.001). From 2019 to 2024,the detection rates of MRSA,MRCNS,CRKP,CRAB complex and CRPA all showed a slow decreasing trend( χ2=42.319,122.779,340.381,83.512 and 81.668,all P<0.001). Conclusions:The situation of antimicrobial resistance in Anhui province shows a downward trend,but it is still serious,especially in northern and central Anhui. It is necessary to pay attention to the bacterial resistance particularly for the elderly,newborns,children and ICU.
9.Deep learning model based on fundus images for detection of coronary artery disease with mild cognitive impairment
Yi YE ; Wei FENG ; Yao-dong DING ; Qing CHEN ; Yang ZHANG ; Li LIN ; Tong MA ; Bin WANG ; Xian-gang CHANG ; Zong-yuan GE ; Xiao-yi WANG ; Long-jun CAI ; Yong ZENG
Chinese Journal of Interventional Cardiology 2025;33(6):303-311
Objective To develop a deep learning model based on fundus retinal images to improve the detection rate of mild cognitive impairment(MCI)in patients with coronary heart disease,achieve early intervention and improve prognosis.Methods The study was a single-center cross-sectional study that retrospectively included patients diagnosed with coronary heart disease(CHD)by coronary angiography(≥50% stenosis of at least one coronary vessel)from Beijing Anzhen Hospital between November 2021 and December 2022.The whole data set was randomly divided into the training set and the testing set according to the ratio of 8∶2 for model development.After that,the patient data of the same center from January 2023 to April 2023 were included in the time verification method to verify the model.The diagnostic criteria for MCI were MMSE<27 or MoCA<26.Four kinds of convolutional neural network(CNN)architectures were used to train fundus images,and a comprehensive vision model of MCI detection was established through model integration.The area under the curve(AUC),sensitivity and specificity of the receiver operating curve(ROC)were used to evaluate the performance of the AI model.Results We collected 5 880 eligible fundus images from 3 368 CHD patients.Based on the results of the MMSE scale,the algorithm was labeled,including 2 898 males and 527 MCI patients.The AUC of the deep learning model in the test group is 0.733(95%CI 0.688-0.778),and the sensitivity of the algorithm in the test group is 0.577(95%CI 0.528-0.625)by using the operating point with the maximum sum of sensitivity and specificity.With a specificity of 0.758(95%CI 0.714-0.802),corresponding to a validated AUC of 0.710(95%CI 0.601-0.818).Based on the results of the MoCA scale,the algorithm labels 2 437 males and 1 626 MCI patients.The AUC of the deep learning model in the test group was 0.702(95%CI 0.671-0.733).The operating point with the maximum sum of sensitivity and specificity was selected,and the sensitivity of the algorithm was 0.749(95%CI 0.719-0.778)and the specificity was 0.561(95%CI 0.527-0.595),corresponding to the AUC value of the verification group was 0.674(95%CI 0.622-0.726).Conclusions The deep learning algorithm model based on fundus images has good diagnostic performance,and may be used as a new non-invasive,convenient and rapid screening method for MCI in CHD population.
10.Evaluation of a deep learning-driven centerline extraction algorithm for optimizing the diagnosis of the"gray zone"in noninvasive coronary fractional flow reserve
Zi-qiang GUO ; Xi WANG ; Zi-nuan LIU ; Yi-pu DING ; Ran XIN ; Dong-kai SHAN ; Jun GUO ; Yun-dai CHEN ; Jun-jie YANG
Chinese Journal of Interventional Cardiology 2025;33(6):312-318
Objective To evaluate the diagnostic performance of the minimum-cost-path-based CT angiography-derived fractional flow reserve(MCP-FFR)and the deep learning-driven CT angiography-derived fractional flow reserve(DeepCL-FFR),and to particularly explore the potential value of the DeepCL algorithm in improving diagnostic accuracy within the"gray zone."Methods A retrospective analysis was conducted on 151 coronary vessels from 109 patients with coronary artery disease,who were hospitalized at the General Hospital of the People's Liberation Army between January 2020 and June 2021.Pearson correlation and Bland-Altman plots were employed to assess the correlation and agreement of the two CT-FFR methods with invasive FFR.A CT-FFR range of 0.70-0.80 was defined as the diagnostic"gray zone."The accuracy,sensitivity,specificity,positive predictive value,and negative predictive value for detecting hemodynamic abnormalities were calculated and analyzed.The DeLong test was used to compare the areas under the receiver operating characteristic curves(AUC)between the two CT-FFR calculation methods.Results Both CT-FFR methods exhibited a positive correlation with invasive FFR(MCP-FFR:r=0.75,P<0.001;DeepCL-FFR:r=0.86,P<0.001)and showed good agreement(MCP-FFR:mean difference=0.010,P=0.351;DeepCL-FFR:mean difference=-0.003,P=0.772).Both DeepCL-FFR(AUC 0.97,95%CI 0.94-0.99)and MCP-FFR(AUC 0.92,95%CI 0.88-0.97)demonstrated favorable diagnostic performance for detecting hemodynamic abnormalities(P=0.122).In the"gray zone"for hemodynamic abnormality,the diagnostic accuracy of MCP-FFR was 68.8%,whereas DeepCL-FFR increased it to 89.7%.DeepCL-FFR also exhibited superior diagnostic performance(AUC 0.89,95%CI 0.73-0.99)within the"gray zone,"which was significantly higher than that of MCP-FFR(AUC 0.71,95%CI 0.54-0.87)(P<0.001).Conclusions The deep learning-driven coronary centerline extraction algorithm,DeepCL,demonstrates superior diagnostic performance in CT-FFR for detecting hemodynamic abnormalities,particularly by significantly improving diagnostic accuracy in the"gray zone."

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