1.Applications of Lactoferrin and Its Nanoparticles in Cancer Therapy
Wen-Tian YUE ; Shu-Rong HE ; Qin AN ; Yun-Xia ZOU ; Wen-Wen DONG ; Qing-Yong MENG ; Ya-Li ZHANG
Progress in Biochemistry and Biophysics 2026;53(2):342-355
Cancer remains a leading cause of global mortality, necessitating the development of advanced therapeutic strategies with enhanced efficacy and reduced systemic toxicity. Among promising bioactive agents, lactoferrin (LF)—a multifunctional iron-binding glycoprotein abundantly found in mammalian milk and exocrine secretions—has garnered significant interest for its potent and multifaceted anti-cancer properties. This review provides a comprehensive analysis of the current understanding of LF’s role in oncology, encompassing its structural biology, diverse mechanisms of action, and groundbreaking advancements in its application through nano-engineering. LF exerts anti-tumor effects through multiple pathways, including extracellular action, intracellular action, and immune regulation. It demonstrates a remarkable affinity for cancer cell membranes, binding to overexpressed anionic components such as glycosaminoglycans and sialic acids, as well as to specific receptors including the low-density lipoprotein receptor-related protein-1 (LRP-1). This selective binding facilitates targeted uptake. Upon internalization, LF orchestrates a direct assault by inducing cell-cycle arrest in phases such as G0/G1 or S phase through the modulation of key regulators including cyclins, CDKs, and p53. Furthermore, it promotes programmed cell death via apoptotic pathways, involving caspase activation and downregulation of anti-apoptotic proteins such as survivin. A more recently elucidated mechanism is the induction of ferroptosis, an iron-dependent form of cell death characterized by overwhelming lipid peroxidation. Beyond direct cytotoxicity, LF acts as a potent immunomodulator. It enhances natural killer (NK) cell activity, modulates T-lymphocyte populations, and crucially reprograms tumor-associated macrophages (TAMs) from a pro-tumor M2 state to an anti-tumor M1 state, thereby reversing the immunosuppressive tumor microenvironment (TME). The translation of LF’s potential has been significantly accelerated by nanotechnology. The inherent biocompatibility and natural tumor-targeting capabilities of LF make it an ideal platform for sophisticated drug-delivery systems. This review details various fabrication strategies for LF-based nanoparticles (NPs), including self-assembly, sol-in-oil emulsion, and electrostatic nanocomplexes, among others. Research demonstrates that nano-formulations not only protect LF from degradation but also enhance its bioactivity and anti-cancer potency. More importantly, LF NPs serve as versatile carriers for a wide array of therapeutic agents, including conventional chemotherapeutics, natural compounds, and imaging agents. These engineered systems enable synergistic therapy and facilitate site-specific delivery. Notably, the ability of LF to bind to receptors on the blood-brain barrier (BBB) has been leveraged to develop nano-systems for glioblastoma treatment. Other innovative designs utilize LF to modulate the TME—for instance, by alleviating tumor hypoxia to sensitize cells to radiotherapy and chemotherapy. Despite compelling pre-clinical evidence, the clinical translation of LF and its nano-formulations remains nascent. While early-phase trials have established a favorable safety profile for recombinant human LF, larger Phase III studies have yielded mixed results, underscoring the complexity of its action in humans. Key challenges include enhancing drug targeting, optimizing loading efficiency, ensuring batch-to-batch reproducibility, and achieving deep tumor penetration. Future research must focus on the rational design of next-generation LF-NPs. This entails developing standardized manufacturing protocols, engineering “smart” stimuli-responsive systems for targeted drug release in the TME, and constructing multi-targeting platforms. A concerted interdisciplinary effort is paramount to bridge the gap between bench and bedside. In conclusion, LF, particularly in its nano-engineered forms, represents a highly promising and versatile agent in the oncological arsenal, holding immense potential for precise and effective cancer therapy.
2.Applications of Lactoferrin and Its Nanoparticles in Cancer Therapy
Wen-Tian YUE ; Shu-Rong HE ; Qin AN ; Yun-Xia ZOU ; Wen-Wen DONG ; Qing-Yong MENG ; Ya-Li ZHANG
Progress in Biochemistry and Biophysics 2026;53(2):342-355
Cancer remains a leading cause of global mortality, necessitating the development of advanced therapeutic strategies with enhanced efficacy and reduced systemic toxicity. Among promising bioactive agents, lactoferrin (LF)—a multifunctional iron-binding glycoprotein abundantly found in mammalian milk and exocrine secretions—has garnered significant interest for its potent and multifaceted anti-cancer properties. This review provides a comprehensive analysis of the current understanding of LF’s role in oncology, encompassing its structural biology, diverse mechanisms of action, and groundbreaking advancements in its application through nano-engineering. LF exerts anti-tumor effects through multiple pathways, including extracellular action, intracellular action, and immune regulation. It demonstrates a remarkable affinity for cancer cell membranes, binding to overexpressed anionic components such as glycosaminoglycans and sialic acids, as well as to specific receptors including the low-density lipoprotein receptor-related protein-1 (LRP-1). This selective binding facilitates targeted uptake. Upon internalization, LF orchestrates a direct assault by inducing cell-cycle arrest in phases such as G0/G1 or S phase through the modulation of key regulators including cyclins, CDKs, and p53. Furthermore, it promotes programmed cell death via apoptotic pathways, involving caspase activation and downregulation of anti-apoptotic proteins such as survivin. A more recently elucidated mechanism is the induction of ferroptosis, an iron-dependent form of cell death characterized by overwhelming lipid peroxidation. Beyond direct cytotoxicity, LF acts as a potent immunomodulator. It enhances natural killer (NK) cell activity, modulates T-lymphocyte populations, and crucially reprograms tumor-associated macrophages (TAMs) from a pro-tumor M2 state to an anti-tumor M1 state, thereby reversing the immunosuppressive tumor microenvironment (TME). The translation of LF’s potential has been significantly accelerated by nanotechnology. The inherent biocompatibility and natural tumor-targeting capabilities of LF make it an ideal platform for sophisticated drug-delivery systems. This review details various fabrication strategies for LF-based nanoparticles (NPs), including self-assembly, sol-in-oil emulsion, and electrostatic nanocomplexes, among others. Research demonstrates that nano-formulations not only protect LF from degradation but also enhance its bioactivity and anti-cancer potency. More importantly, LF NPs serve as versatile carriers for a wide array of therapeutic agents, including conventional chemotherapeutics, natural compounds, and imaging agents. These engineered systems enable synergistic therapy and facilitate site-specific delivery. Notably, the ability of LF to bind to receptors on the blood-brain barrier (BBB) has been leveraged to develop nano-systems for glioblastoma treatment. Other innovative designs utilize LF to modulate the TME—for instance, by alleviating tumor hypoxia to sensitize cells to radiotherapy and chemotherapy. Despite compelling pre-clinical evidence, the clinical translation of LF and its nano-formulations remains nascent. While early-phase trials have established a favorable safety profile for recombinant human LF, larger Phase III studies have yielded mixed results, underscoring the complexity of its action in humans. Key challenges include enhancing drug targeting, optimizing loading efficiency, ensuring batch-to-batch reproducibility, and achieving deep tumor penetration. Future research must focus on the rational design of next-generation LF-NPs. This entails developing standardized manufacturing protocols, engineering “smart” stimuli-responsive systems for targeted drug release in the TME, and constructing multi-targeting platforms. A concerted interdisciplinary effort is paramount to bridge the gap between bench and bedside. In conclusion, LF, particularly in its nano-engineered forms, represents a highly promising and versatile agent in the oncological arsenal, holding immense potential for precise and effective cancer therapy.
3.Beverage Interventions in Metabolic Dysfunction-associated Steatotic Liver Disease
Jiawen WEI ; Meng XIA ; Yujun CHEN ; Yong YANG ; Ying ZHANG ; Jiangyin ZHANG ; Kuikui CHEN ; Xianglong QIU
Journal of Kunming Medical University 2025;46(10):145-155
Metabolic dysfunction-associated steatotic liver disease(MASLD)has become the most prevalent chronic liver disease worldwide,and China is facing a severe challenge of rapidly increasing MASLD burden.Beverages,as an important modifiable factor,have become a research focus for primary prevention and lifestyle management of MASLD.This article reviews beverage consumption trends,provides an in-depth analysis of the mechanisms and health effects of sugar-sweetened beverages,alcoholic drinks,coffee,and tea on MASLD,summarizes their potential pathogenic and protective pathways,and explores comprehensive strategies including beverage intervention,lifestyle coordination,functional beverage development,psychological and behavioral mechanism regulation,and targeted population prevention.The aim is to provide theoretical basis and practical guidance for the localized and precise prevention and control of MASLD.
4.Thoughts and Practices on the Development of Forensic Medicine Discipline in the Perspective of Building a Regional High-Level Medical University
Guang CHEN ; Rong-Shuai WANG ; Li SU ; Yue ZHANG ; Xue-Xia LIU ; Shi-Yong FANG ; Zhan-Zhan LIU ; Ya-Jun XU ; Xiang XU
Journal of Forensic Medicine 2025;41(1):35-39
Under the background of forensic medicine becoming a first-level discipline,the opportuni-ties and challenges of discipline development coexist.Starting from the actual situation and characteris-tics of local medical colleges and universities,this paper discusses the problems and solutions for the development of forensic medicine discipline from the perspective of building a regional high-level medical university.Combined with the experiences of carrying out forensic medicine education in our college,this paper supplies our thoughts and practices on improving the discipline system,enhancing the ability to serve society,perfecting the talent cultivation model and promoting forensic culture,to provide reference and inspiration for the development of forensic medicine in other universities,jointly promote the advancement of forensic medicine in China to a new stage,and contribute the wisdom and strength of forensic medical experts to the construction of a law-based China,a safe China and a healthy China.
5.Effect of Jianpi Rougan Xifeng Decoction on behavioral manifestations in rats with tic disorder model and its mechanism of Ca 2+-CaM-CaMK Ⅱ signaling pathway
Yun XIA ; Qinquan ZHU ; Yong YE ; Xinyi LIU ; Jiajia ZHANG ; Qiumei YANG ; Di ZHANG
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(5):397-404
Objective:To investigate the effects of Jianpi Rougan Xifeng Decoction on the behaviors and the Ca 2+ -CaM-CaMK Ⅱ signaling pathway in the striatum of rats with tic disorder models. Methods:Seventy-two SPF-grade SD male rats were randomly divided into blank group, model group, tiapride group (15.93 mg/kg, intragastric administration), low-dose (4.32 g/kg, intragastric administration), medium-dose (8.64 g/kg, intragastric administration) and high-dose (17.28 g/kg, intragastric administration) Jianpi Rougan Xifeng Decoction groups, with 12 rats in each group. Rats in the blank group and model group were gavaged with 0.5 mg/kg of distilled water while rats in other 4 groups were gavaged with corresponding drugs, all rats were gavaged once a day for 28 days.The evaluations of motor behavior and stereotyped behavior were conducted using the Kadasah scoring method and the Diamond scoring method. Calcium content in the striatum was detected using a calcium assay kit. Immunohistochemical analysis was employed to detect the expression of dopamine transporter (DAT) and inositol 1, 4, 5-triphosphate (IP3) in the striatum of rats. Western blot was used to assess the expression of calmodulin (CaM) and calcium/calmodulin-dependent protein kinase Ⅱ (CaMK Ⅱ) in the striatum. RT-PCR was utilized to detect the expression of CaM and CaMK Ⅱ mRNA in the striatum. All data were processed using SPSS 26.0 software, and comparisons among multiple groups were performed using one-way ANOVA and Kruskal-Wallis test.Results:(1) After four weeks of pharmacological intervention, statistically significant differences were observed in the locomotor activity scores and stereotyped scores among the six groups of rats ( H=41.20, 44.24, both P<0.01). Specifically, the locomotor activity scores(3.00(3.00, 3.25), 1.00(0.75, 1.25), 1.00(0.75, 2.00), 1.00(0, 1.00)) and stereotyped scores(3.00(3.00, 4.00), 1.00(0.75, 2.00), 2.00(0.75, 2.00), 1.00(0, 1.25)) in the tiapride group and the medium- and high-dose Jianpi Rougan Xifeng Decoction groups were significantly lower than those in the model group (all P<0.01). (2) Results from the calcium assay kit revealed statistically significant differences in striatal calcium content among the six groups of rats ( F=146.67, P<0.01). The calcium content in the tiapride group and the medium- and high-dose Jianpi Rougan Xifeng Decoction groups was significantly lower than that in the model group (all P<0.01). Additionally, the calcium content in the medium-dose ((0.40±0.02)mmol/g) and high-dose ((0.30±0.03)mmol/g) Jianpi Rougan Xifeng Decoction groups was lower than that in the low-dose group ((0.48±0.02)mmol/g) (both P<0.01). (3) Immunohistochemical results showed that there were statistically significant differences in the mean optical density values of DAT and IP3 in the striatum among the six groups of rats ( F=25.57, 154.98, both P<0.01). The IP3 mean optical density in the tiapride group and the Jianpi Rougan Xifeng Decoction groups with medium and high doses exhibited lower values compared to the model group (all P<0.05), whereas the DAT mean optical density displayed higher values in these groups compared to the model group (all P<0.05). The low-dose Jianpi Rougan Xifeng Decoction group also exhibited a lower optical density value of IP3 compared to the model group( P<0.05). The optical density values of IP3 (2.68±0.21, 2.40±0.22) in the medium-dose and high-dose Jianpi Rougan Xifeng Decoction groups were lower than that in the low-dose group (4.27±0.23) (both P<0.01). (4) Western blot results indicated that there were statistically significant differences in the protein expression levels of CaM and CaMK Ⅱ in the striatum among the six groups of rats ( F=233.03, 118.60, both P<0.01). The protein expression levels of CaM and CaMK Ⅱ in the tiapride group and the low-dose, medium-dose, and high-dose Jianpi Rougan Xifeng Decoction groups were lower than those in the model group (all P<0.01). The protein expression levels of CaM (1.02±0.06, 0.84±0.02) and CaMK Ⅱ (0.48±0.03, 0.40±0.02) in the medium-dose and high-dose Jianpi Rougan Xifeng Decoction groups were lower than those in the low-dose group (1.21±0.03, 0.57±0.02)) (all P<0.05). Additionally, the protein expression level of CaM in the high-dose Jianpi Rougan Xifeng Decoction group was lower than that in the medium-dose group( P<0.05).(5) The RT-PCR results indicated significant variations in the mRNA expression levels of CaM and CaMK Ⅱ within the striatum across the six groups rats ( F=30.54, 20.78, both P<0.01). The mRNA expression levels of CaM and CaMK Ⅱ in the tiapride group and the high-dose Jianpi Rougan Xifeng Decoction group were lower than those in the model group (both P<0.05). The mRNA expression levels of CaMK Ⅱ (1.38±0.17) in the high-dose Jianpi Rougan Xifeng Decoction group were lower than those in the low-dose group (1.99±0.27) ( P<0.01). Conclusion:Jianpi Rougan Xifeng Decoction can improve locomotor activity and stereotyped behavior in rats with tic disorder model. The mechanism may be through inhibiting the Ca 2+ -CaM-CaMK Ⅱ signaling pathway and regulating the expression of DAT and IP3, thereby modulating the release and recovery of dopamine and reducing the occurrence of tic symptoms.
6.Mechanism of Lizhong decoction in treating cold-damp diarrhea through network pharmacology,molecular docking and animal experiments
Hao ZHANG ; Wen-wen MI ; Rong-xia GUO ; Chun NIU ; Bao-xia CHEN ; Peng JI ; Yan-ming WEI ; Fang YANG ; Zhen-he LI ; Yong-li HUA
Chinese Pharmacological Bulletin 2025;41(8):1552-1561
Aim To explore the key components and mechanisms of Lizhong decoction in treating rats with cold-damp diarrhea based on network pharmacology,molecular docking technology and animal experiments.Methods By literature review and database collec-tion,the components of Lizhong decoction,therapeutic targets,and the mapping with diarrhea disease targets were conducted to construct an intersection target pro-tein-protein interaction network for screening core tar-gets,and GO and KEGG pathway enrichment analysis was performed to build an"active component-target-pathway"network,followed by molecular docking vali-dation.Forty-eight rats were randomly divided into the normal control group(K),model group(DG),Lizhong decoction group(LZDG),and Pulsatilla decoction group(BTDG).Subsequently,a rat cold-damp diar-rhea model was established using Senna combined with low-temperature high-humidity environment,and the rats were intervened with Lizhong decoction and Pul-satilla decoction.HE staining was used to detect path-ological changes in intestinal tissue,ELISA was em-ployed to measure the levels of peripheral blood IL-6,IL-10,IL-1 β,and TNF-α,and western blot was used to determine the expression of colon tight junction pro-teins.Results Network pharmacology initially identi-fied 125 compounds in Lizhong decoction,5 186 drug target components,438 disease targets,and 60"drug-disease"shared targets.GO and KEGG enrichment a-nalysis showed that signaling pathways such as IL-17 and TNF were highly enriched.Molecular docking in-dicated that the core components of the drug had good binding activity with corresponding key targets.Liz-hong decoction could effectively improve the clinical symptoms of rats with cold-damp diarrhea,and com-pared with the DG group,the diarrhea rate,diarrhea in-dex,and other related indicators also gradually de-creased to normal levels.Compared with the DG group,the LZDG group showed reduced inflammation levels and a recovery in energy metabolism levels.Conclusion It can regulate targets such as MMP9 and IL-17 signaling pathways through multi-components like Calycosin and formononetin to exert its therapeutic effect on cold-damp diarrhea.
7.Effects of high-altitude hypoxia exposure on brain injury in rats based on oxidative stress and aquaporins
Xin-jue ZHANG ; Wang-jie CAO ; Yun SU ; Hong-xia GONG ; Yong HUANG ; Yong-qi LIU ; Jian-zheng HE ; Jia-wang GUO ; Neng-xian ZHANG
The Chinese Journal of Clinical Pharmacology 2025;41(1):81-85
Objective To explore the brain damage of SD rats under different time points of hypobaric hypoxia exposure.Methods A rat high-altitube cerebral edema(HACE)model was constructed by simulating an altitude of 6 000 m in a hypobaric hypoxia animal experimental chamber.Thirty-six SD male rats were randomly divided into the control group and the hypobaric hypoxia exposure 3,7 and 14 d groups,with 9 rats in each group.Except for the control group,the rats in each group were continuously exposed to hypobaric hypoxia for 3,7,and 14 d.At the end of the modeling period,serum was collected by blood sampling via the abdominal aorta,and brain tissue samples were taken.The wet-to-dry ratio(W/D)of brain tissue was calculated,and the levels of relevant oxidative enzymes in serum and brain tissue were measured.The expression levels of hypoxia-inducible factor-1α(HIF-1α)and aquaporin 4(AQP4)mRNAs in brain tissue were detected by real-time fluorescence quantitative polymerase chain reaction.Results The W/D of brain tissues in the control group and the group exposed to hypobaric hypoxia for 3,7 and 14 d were 4.46±0.12,4.98±0.16,5.07±0.18 and 4.95±0.07;the superoxide dismutase contents were(111.86±2.45),(90.73±1.48),(79.64±2.56)and(55.33±1.45)U·g-1;the glutathione contents were(126.91±5.18),(125.26±1.53),(56.20±2.17)and(122.73±1.78)μg·mL-1;the malondialdehyde contents were(230.94±2.00),(362.65±3.28),(407.34±3.47)and(237.50±1.59)nmol·g-1;the relative expression levels of HIF-1 α mRNA were 1.00±0,2.99±0.49,4.72±0.49 and 1.91±0.28;the relative expression levels of AQP4 mRNA were 1.00±0,2.62±0.34,8.38±0.84 and 5.27±0.42,respectively.Statistically significant differences were found between the above indexes in the 3,7 and 14 d of hypobaric hypoxia exposure group compared with the control group(P<0.05,P<0.01).Conclusion Different time of hypobaric hypoxia exposure can up-regulate the expression of AQPs proteins in HACE rats and cause the disruption of the blood-brain barrier,and the HACE model constructed in the hypobaric hypoxia chamber with 6 000 m intervention for 7 d was more stable.
8.Effects and mechanisms of traditional Chinese medicine guiding technique five animal exercises on cor-onary heart disease
Tian-li SONG ; Li-an LIU ; Yong-zhang SUN ; Hai-xia LI
Chinese Journal of cardiovascular Rehabilitation Medicine 2025;34(5):728-735
The number of patients suffering from coronary heart disease in China is large and growing rapidly,and it shows a younger trending,which brings a heavy burden to the patients' families and society.Traditional Chinese medicine(TCM)guiding technique is an important component of China's traditional medicine,which is an exercise method that involves essence,energy and spirit and combines limb movement,breathing and mental regulation.TCM guiding techniques include five animal exercises,Tai chi,Baduanjin,Yijinjing and six-character formula etc.In recent years,more and more researches show that as one of the TCM guiding techniques,five animal exercise has a positive promoting effect on the prevention,treatment and rehabilitation of coronary heart disease,and it also has a good effect on the improvement of the risk factors and complications of coronary heart disease.Combined with modern medical research,this paper provides a systematic and comprehensive summary and analysis of the applica-tion of five animal exercise in cardiac rehabilitation,which provides sufficient theoretical basis for choosing five ani-mal exercise as the cardiac rehabilitation exercise program for patients with coronary heart disease in the future.
9.Exploring urban versus rural disparities in atrial fibrillation: prevalence and management trends among elderly Chinese in a screening study.
Wei ZHANG ; Yi CHEN ; Lei-Xiao HU ; Jia-Hui XIA ; Xiao-Fei YE ; Wen-Yuan-Yue WANG ; Xin-Yu WANG ; Quan-Yong XIANG ; Qin TAN ; Xiao-Long WANG ; Xiao-Min YANG ; De-Chao ZHAO ; Xin CHEN ; Yan LI ; Ji-Guang WANG ; FOR THE IMPRESSION INVESTIGATORS AND COORDINATORS
Journal of Geriatric Cardiology 2025;22(2):246-254
BACKGROUND:
Atrial fibrillation (AF) is a common cardiac arrhythmia in the elderly. This study aimed to evaluate urban-rural disparities in its prevalence and management in elderly Chinese.
METHODS:
Consecutive participants aged ≥ 65 years attending outpatient clinics were enrolled for AF screening using handheld single-lead electrocardiogram (ECG) from April 2017 to December 2022. Each ECG rhythm strip was reviewed from the research team. AF or uninterpretable single-lead ECGs were referred for 12-lead ECG. Primary study outcome comparison was between rural and urban areas for the prevalence of AF. The Student's t-test was used to compare mean values of clinical characteristics between rural and urban participants, while the Pearson's chi-square test was used to compare between-group proportions. Multivariate stepwise logistic regression analysis was performed to estimate the association between AF and various patient characteristics.
RESULTS:
The 29,166 study participants included 13,253 men (45.4%) and had a mean age of 72.2 years. The 7073 rural participants differed significantly (P ≤ 0.02) from the 22,093 urban participants in several major characteristics, such as older age, greater body mass index, and so on. The overall prevalence of AF was 4.6% (n = 1347). AF was more prevalent in 7073 rural participants than 22,093 urban participants (5.6% vs. 4.3%, P < 0.01), before and after adjustment for age, body mass index, blood pressure, pulse rate, cigarette smoking, alcohol consumption and prior medical history. Multivariate logistic regression analysis identified overweight/obesity (OR = 1.35, 95% CI: 1.17-1.54) in urban areas and cigarette smoking (OR = 1.62, 95% CI: 1.20-2.17) and alcohol consumption (OR = 1.42, 95% CI: 1.04-1.93) in rural areas as specific risk factors for prevalent AF. In patients with known AF in urban areas (n = 781) and rural areas (n = 338), 60.6% and 45.9%, respectively, received AF treatment (P < 0.01), and only 22.4% and 17.2%, respectively, received anticoagulation therapy (P = 0.05).
CONCLUSIONS
In China, there are urban-rural disparities in AF in the elderly, with a higher prevalence and worse management in rural areas than urban areas. Our study findings provide insight for health policymakers to consider urban-rural disparity in the prevention and treatment of AF.
10.Performance assessment of computed tomographic angiography fractional flow reserve using deep learning: SMART trial summary.
Wei ZHANG ; You-Bing YIN ; Zhi-Qiang WANG ; Ying-Xin ZHAO ; Dong-Mei SHI ; Yong-He GUO ; Zhi-Ming ZHOU ; Zhi-Jian WANG ; Shi-Wei YANG ; De-An JIA ; Li-Xia YANG ; Yu-Jie ZHOU
Journal of Geriatric Cardiology 2025;22(9):793-801
BACKGROUND:
Non-invasive computed tomography angiography (CTA)-based fractional flow reserve (CT-FFR) could become a gatekeeper to invasive coronary angiography. Deep learning (DL)-based CT-FFR has shown promise when compared to invasive FFR. To evaluate the performance of a DL-based CT-FFR technique, DeepVessel FFR (DVFFR).
METHODS:
This retrospective study was designed for iScheMia Assessment based on a Retrospective, single-center Trial of CT-FFR (SMART). Patients suspected of stable coronary artery disease (CAD) and undergoing both CTA and invasive FFR examinations were consecutively selected from the Beijing Anzhen Hospital between January 1, 2016 to December 30, 2018. FFR obtained during invasive coronary angiography was used as the reference standard. DVFFR was calculated blindly using a DL-based CT-FFR approach that utilized the complete tree structure of the coronary arteries.
RESULTS:
Three hundred and thirty nine patients (60.5 ±10.0 years and 209 men) and 414 vessels with direct invasive FFR were included in the analysis. At per-vessel level, sensitivity, specificity, accuracy, positive predictive value (PPV) and negative predictive value (NPV) of DVFFR were 94.7%, 88.6%, 90.8%, 82.7%, and 96.7%, respectively. The area under the receiver operating characteristics curve (AUC) was 0.95 for DVFFR and 0.56 for CTA-based assessment with a significant difference (P < 0.0001). At patient level, sensitivity, specificity, accuracy, PPV and NPV of DVFFR were 93.8%, 88.0%, 90.3%, 83.0%, and 95.8%, respectively. The computation for DVFFR was fast with the average time of 22.5 ± 1.9 s.
CONCLUSIONS
The results demonstrate that DVFFR was able to evaluate lesion hemodynamic significance accurately and effectively with improved diagnostic performance over CTA alone. Coronary artery disease (CAD) is a critical disease in which coronary artery luminal narrowing may result in myocardial ischemia. Early and effective assessment of myocardial ischemia is essential for optimal treatment planning so as to improve the quality of life and reduce medical costs.

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