Metabolic dysfunction-associated fatty liver disease （MAFLD） has become one of the most prevalent chronic liver diseases worldwide， posing a serious challenge to public health. In this context， the integration of artificial intelligence （AI）， especially intelligent diagnosis and treatment and digital health interventions based on machine learning， can break through the limitations of traditional methods， realize efficient screening of multi-dimensional data such as key genes， biomarkers， and biochemical metabolites， and achieve revolutionary breakthroughs in risk prediction， subtype identification， and therapeutic effect assessment for MAFLD. This article systematically reviews the ground-breaking application of machine learning models in driving the innovation of clinical diagnosis and precise risk prediction of MAFLD， conducts a comprehensive comparative analysis of digital health practice cases of MAFLD in China and globally， and deeply analyzes their advantages and limitations in terms of research subjects， interventions， and management team. Studies have shown that the deep integration of digital health and long-term management of MAFLD is becoming the key engine driving the transformation of disease management modes towards an intelligent， individualized， and precise era， but there are various ethical and technical issues that need to be addressed urgently.

Objective:To establish a complete system for the isolation, purification, identification, and culture of Kaposiform hemangioendothelioma-derived endothelial cells (KHE-ECs), to analyze the phenotype of KHE-ECs, and to explore the possibility of establishing a KHE-EC bank.Methods:A novel digestion solution for KHE tumors (patent number: CN202410500224.2) was formulated using collection fluid, Liberase TM and dispase stock solutions, and was used to process tumor tissues to obtain cells. High-purity KHE-ECs were purified using CD31 + immunomagnetic beads. The EGM-2 complete medium containing 10% fetal bovine serum and 2% penicillin-streptomycin solution was employed for cell culture. To verify the characteristics of KHE-ECs, immunofluorescence assay was conducted to determine the expression of endothelial cell-specific markers CD31 and CD34, KHE disease markers podoplanin (D2-40), prospero-related homeobox 1 (Prox-1), and lymphatic vessel endothelial hyaluronan receptor 1 (LYVE1), as well as an infantile hemangioma-specific diagnostic marker glucose transporter 1 (GLUT-1). Human umbilical vein endothelial cells (HUVECs) served as controls for the phenotype analysis of KHE-ECs, including cell viability, cytoskeleton, proliferation, migration, invasion, tube formation, and sprouting ability. Results:Primary cells were successfully isolated from KHE tumor tissues, and high-purity KHE-ECs were obtained by using CD31 + immunomagnetic beads. The cells exhibited typical spindle-shaped morphology and an adherent growth pattern. Immunofluorescence assay showed that KHE-ECs expressed CD31, CD34, D2-40, Prox-1, and LYVE1, but did not express GLUT-1. There were significant differences in cell morphology, cell viability, and cytoskeletal structures between KHE-ECs and HUVECs. Additionally, the KHE-EC group showed significantly increased percentages of proliferative cells (29.1% ± 2.5%), numbers of migratory cells (114.3 ± 9.4) and invasive cells (110.0 ± 6.1), tube length (32 121.0 ± 892.0 μm), and number of sprouting cells (25.0 ± 3.6) compared with the HUVEC group (13.0% ± 2.2%, 38.0 ± 3.6, 35.3 ± 2.3, 25 345.0 ± 448.1 μm, 5.0 ± 1.0, respectively, all P ≤ 0.001) . Conclusion:An innovative digestion solution specifically for KHE tumors was formulated for the first time, and high-purity and well-growing KHE-EC strains were successfully isolated and purified by using the novel digestion solution in combination with CD31 + immunomagnetic beads, providing a stable and reliable cell source for subsequent experimental studies on KHE and laying the foundation for establishing a KHE-EC bank.

Objective:To investigate the optimal timing of oral propranolol treatment for proliferative infantile hemangiomas (IH) .Methods:A bidirectional cohort study was conducted. Infants with proliferative IH receiving oral propranolol treatment were collected from the Department of Pediatric Surgery, West China Hospital, Sichuan University between June 2015 and May 2019, and their general information and IH-related clinical data were analyzed. The primary outcome was the satisfactory regression rate of IH during 6-12 months of continuous oral propranolol treatment; secondary outcomes included the time to achieve satisfactory regression, incidence of adverse reactions, incidence of IH ulceration, and IH recurrence rate. Multivariate logistic regression was performed to identify factors influencing the satisfactory regression of IH after propranolol treatment, and a receiver operating characteristic (ROC) curve was employed to determine the optimal age for initiating propranolol therapy.Results:A total of 122 IH infants were enrolled in the study, including 32 males (26.2%) and 90 females (73.8%), with ages ( M[ Q1, Q3]) of 8.6 [6.3, 12.3] weeks. IH was located on the head and face in 56 cases (45.9%). There were 57 cases (46.7%) of localized IH, 53 (43.4%) of segmental IH, and 86 (70.5%) of mixed-type IH. Ulceration occurred in 17 cases (13.9%). After 6 months of propranolol treatment, 8 patients (6.6%) experienced treatment failure, and 12 (9.8%) experienced relapse within 6 months after discontinuation of propranolol. During 6 months of oral propranolol treatment, 56 infants (45.9%) experienced mild to moderate adverse reactions, with no drug-related deaths observed. Multivariate logistic regression analysis revealed that the age at initiation of propranolol treatment was an independent factor influencing satisfactory regression of IH ( OR = 0.879, 95% CI: 0.808 - 0.957). ROC curve analysis revealed that the optimal age for starting propranolol therapy was 9.9 weeks, with a sensitivity of 75.7% and a specificity of 61.5%. Infants aged ≤ 9.9 weeks (73 cases) had a significantly higher satisfactory regression rate (72.6% [53/73]) compared with those aged > 9.9 weeks (49 cases, 34.7% [17/49]; χ2 = 17.23, P < 0.001) ; the time to achieve satisfactory regression of IH was significantly shorter in the infants aged ≤ 9.9 weeks ( M[ Q1, Q3]: 46.0 [38.5, 48.0] weeks) than in those aged > 9.9 weeks (57.0 [40.0, 73.5] weeks; Z = -2.01, P = 0.045) . Conclusion:For IH infants requiring systemic therapy, initiation of oral propranolol before the age of 10 weeks appeared to improve the satisfactory regression rate of IH.

Objective:To establish a complete system for the isolation, purification, identification, and culture of Kaposiform hemangioendothelioma-derived endothelial cells (KHE-ECs), to analyze the phenotype of KHE-ECs, and to explore the possibility of establishing a KHE-EC bank.Methods:A novel digestion solution for KHE tumors (patent number: CN202410500224.2) was formulated using collection fluid, Liberase TM and dispase stock solutions, and was used to process tumor tissues to obtain cells. High-purity KHE-ECs were purified using CD31 + immunomagnetic beads. The EGM-2 complete medium containing 10% fetal bovine serum and 2% penicillin-streptomycin solution was employed for cell culture. To verify the characteristics of KHE-ECs, immunofluorescence assay was conducted to determine the expression of endothelial cell-specific markers CD31 and CD34, KHE disease markers podoplanin (D2-40), prospero-related homeobox 1 (Prox-1), and lymphatic vessel endothelial hyaluronan receptor 1 (LYVE1), as well as an infantile hemangioma-specific diagnostic marker glucose transporter 1 (GLUT-1). Human umbilical vein endothelial cells (HUVECs) served as controls for the phenotype analysis of KHE-ECs, including cell viability, cytoskeleton, proliferation, migration, invasion, tube formation, and sprouting ability. Results:Primary cells were successfully isolated from KHE tumor tissues, and high-purity KHE-ECs were obtained by using CD31 + immunomagnetic beads. The cells exhibited typical spindle-shaped morphology and an adherent growth pattern. Immunofluorescence assay showed that KHE-ECs expressed CD31, CD34, D2-40, Prox-1, and LYVE1, but did not express GLUT-1. There were significant differences in cell morphology, cell viability, and cytoskeletal structures between KHE-ECs and HUVECs. Additionally, the KHE-EC group showed significantly increased percentages of proliferative cells (29.1% ± 2.5%), numbers of migratory cells (114.3 ± 9.4) and invasive cells (110.0 ± 6.1), tube length (32 121.0 ± 892.0 μm), and number of sprouting cells (25.0 ± 3.6) compared with the HUVEC group (13.0% ± 2.2%, 38.0 ± 3.6, 35.3 ± 2.3, 25 345.0 ± 448.1 μm, 5.0 ± 1.0, respectively, all P ≤ 0.001) . Conclusion:An innovative digestion solution specifically for KHE tumors was formulated for the first time, and high-purity and well-growing KHE-EC strains were successfully isolated and purified by using the novel digestion solution in combination with CD31 + immunomagnetic beads, providing a stable and reliable cell source for subsequent experimental studies on KHE and laying the foundation for establishing a KHE-EC bank.

Objective:To investigate the optimal timing of oral propranolol treatment for proliferative infantile hemangiomas (IH) .Methods:A bidirectional cohort study was conducted. Infants with proliferative IH receiving oral propranolol treatment were collected from the Department of Pediatric Surgery, West China Hospital, Sichuan University between June 2015 and May 2019, and their general information and IH-related clinical data were analyzed. The primary outcome was the satisfactory regression rate of IH during 6-12 months of continuous oral propranolol treatment; secondary outcomes included the time to achieve satisfactory regression, incidence of adverse reactions, incidence of IH ulceration, and IH recurrence rate. Multivariate logistic regression was performed to identify factors influencing the satisfactory regression of IH after propranolol treatment, and a receiver operating characteristic (ROC) curve was employed to determine the optimal age for initiating propranolol therapy.Results:A total of 122 IH infants were enrolled in the study, including 32 males (26.2%) and 90 females (73.8%), with ages ( M[ Q1, Q3]) of 8.6 [6.3, 12.3] weeks. IH was located on the head and face in 56 cases (45.9%). There were 57 cases (46.7%) of localized IH, 53 (43.4%) of segmental IH, and 86 (70.5%) of mixed-type IH. Ulceration occurred in 17 cases (13.9%). After 6 months of propranolol treatment, 8 patients (6.6%) experienced treatment failure, and 12 (9.8%) experienced relapse within 6 months after discontinuation of propranolol. During 6 months of oral propranolol treatment, 56 infants (45.9%) experienced mild to moderate adverse reactions, with no drug-related deaths observed. Multivariate logistic regression analysis revealed that the age at initiation of propranolol treatment was an independent factor influencing satisfactory regression of IH ( OR = 0.879, 95% CI: 0.808 - 0.957). ROC curve analysis revealed that the optimal age for starting propranolol therapy was 9.9 weeks, with a sensitivity of 75.7% and a specificity of 61.5%. Infants aged ≤ 9.9 weeks (73 cases) had a significantly higher satisfactory regression rate (72.6% [53/73]) compared with those aged > 9.9 weeks (49 cases, 34.7% [17/49]; χ2 = 17.23, P < 0.001) ; the time to achieve satisfactory regression of IH was significantly shorter in the infants aged ≤ 9.9 weeks ( M[ Q1, Q3]: 46.0 [38.5, 48.0] weeks) than in those aged > 9.9 weeks (57.0 [40.0, 73.5] weeks; Z = -2.01, P = 0.045) . Conclusion:For IH infants requiring systemic therapy, initiation of oral propranolol before the age of 10 weeks appeared to improve the satisfactory regression rate of IH.

Panax ginseng, a perennial herbaceous plant and a representative of the Panax genus, is renowned for its exceptional medicinal value and economic benefits, often referred to as the “King of Herbs.” With the increasing market demand and the limited availability of suitable cultivation land, the issue of continuous cropping obstacles for P. ginseng has become increasingly prominent, directly hindering the sustainable development of the ginseng industry. This article summarizes the concept and hazards of continuous cropping obstacles and, drawing on the latest research, provides an in-depth analysis of the causes and response mechanisms. This work aims to establish a solid foundation for future research into the mechanisms of continuous cropping obstacles in P. ginseng.

Panax ginseng, a perennial herbaceous plant and a representative of the Panax genus, is renowned for its exceptional medicinal value and economic benefits, often referred to as the “King of Herbs.” With the increasing market demand and the limited availability of suitable cultivation land, the issue of continuous cropping obstacles for P. ginseng has become increasingly prominent, directly hindering the sustainable development of the ginseng industry. This article summarizes the concept and hazards of continuous cropping obstacles and, drawing on the latest research, provides an in-depth analysis of the causes and response mechanisms. This work aims to establish a solid foundation for future research into the mechanisms of continuous cropping obstacles in P. ginseng.

Panax ginseng, a perennial herbaceous plant and a representative of the Panax genus, is renowned for its exceptional medicinal value and economic benefits, often referred to as the “King of Herbs.” With the increasing market demand and the limited availability of suitable cultivation land, the issue of continuous cropping obstacles for P. ginseng has become increasingly prominent, directly hindering the sustainable development of the ginseng industry. This article summarizes the concept and hazards of continuous cropping obstacles and, drawing on the latest research, provides an in-depth analysis of the causes and response mechanisms. This work aims to establish a solid foundation for future research into the mechanisms of continuous cropping obstacles in P. ginseng.

Cytochrome P450 (CYP450) enzymes, as versatile biocatalysts with the broadest range of catalytic reactions in nature, play critical roles in the metabolism of medicinal plants. They are involved in various oxidative modification processes of active ingredients, facilitating both the synthesis and degradation of bioactive substances. This review delves into the classification, structure, and catalytic mechanisms of CYP450 enzymes, emphasizing their indispensable roles in plant biosynthesis. Using representative cases, including the biosynthetic pathways of tanshinones, artemisinin, celastrol, paclitaxel, and berberine, this review highlights the functional importance of specific CYP450s. For instance, CYP71AV1 catalyzes the production of artemisinin and artemisinic aldehyde, with its activity directly affecting artemisinin yield. Similarly, CYP76AH1 and CYP76AK1 play pivotal roles in the backbone construction and postmodification of tanshinones, acting as key players in their metabolic network. In the case of celastrol, CYP712K1, CYP712K2, and CYP712K3 initiate the first oxidative reaction, providing a solid foundation for subsequent biosynthetic processes. These examples highlight the pivotal role of CYP450 enzymes in the biosynthesis of medicinal plants, showcasing both their complexity and significance in plant metabolic pathways. Furthermore, this review examines the oxidative metabolism of CYP450 enzymes under aerobic conditions and their reductive metabolism in specific environments, offering deeper insights into their catalytic mechanisms. A comprehensive understanding of these processes lays the groundwork for the effective application of CYP450 enzymes in biotechnology and plant metabolic engineering.

Objective:To investigate the effect of the key glycolysis enzyme 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 3 (PFKFB3) on the biological activity of hemangioma-derived endothelial cells (HemECs) .Methods:Totally, 4 proliferating infantile hemangioma (IH) tissues and 4 involuting IH tissues were collected. Primary HemECs were isolated from the proliferating IH tissues, and human umbilical vein endothelial cells (HUVECs) served as controls. Immunohistochemical study and Western blot analysis were performed to determine the expression of PFKFB3 in the IH tissues and HemECs, respectively. Cell counting kit-8 (CCK8) assay was conducted to evaluate the effect of PFK15 (a specific inhibitor of PFKFB3) at concentrations of 0 - 10 μmol/L on the proliferation of HemECs, and HemECs treated without PFKFB3 served as the control group. Some in vitro cultured HemECs were treated with 5 μmol/L PFK15, and served as a PFK15 intervention group, while HemECs treated without PFK15 served as a control group; then, the migratory ability of HemECs was assessed by Transwell assay, and the apoptosis level of HemECs was detected by flow cytometry. Comparisons between groups were performed by using t test or analysis of variance. Results:Immunohistochemical study showed that the positive rate of PFKFB3 was significantly higher in the proliferating IH tissues (74.34% ± 5.26%) than in the involuting IH tissues (41.46% ± 2.99%, t = 9.40, P < 0.001). Western blot analysis showed that the relative expression level of PFKFB3 was also significantly higher in HemECs (0.73 ± 0.05) than in HUVECs (0.45 ± 0.04, t = 8.50, P < 0.001). CCK8 assay revealed significantly decreased proliferative activity of HemECs in the 0.625-, 1.25-, 2.5-, 5-, and 10-μmol/L PFK15 groups compared with the control group (all P < 0.01). Compared with the control group, the PFK15 intervention group showed significantly decreased number of migratory HemECs (297 ± 15 vs. 422 ± 8, t = 12.59, P < 0.001), but significantly increased apoptosis rates of HemECs (6.69% ± 0.64% vs. 0.34% ± 0.07%, t = 17.07, P < 0.001) . Conclusion:The key glycolytic enzyme PFKFB3 was highly expressed in the proliferating IH tissues and HemECs, and the PFKFB3 inhibitor PFK15 could suppress the proliferation, migration, and increase the apoptosis of HemECs.