1.Evaluation of the application effectiveness and optimization strategies of confidential unit exclusion in Zhengzhou
Dan LIU ; Hongwei MA ; Tao WEN ; Yonglei LYU ; Mengru JI ; Ge SONG ; Huanyu LIU ; Mengdi FAN
Chinese Journal of Blood Transfusion 2026;39(3):379-383
Objective: To evaluate the practical effectiveness of confidential unit exclusion (CUE) in ensuring blood safety in Zhengzhou, analyze its application characteristics and existing problems, and provide a basis for optimizing blood safety management strategies. Methods: A retrospective analysis was conducted on CUE data handled by Henan Red Cross Blood Center from January 2019 to December 2024. Parameters such as the number of cases, demographic characteristics, reasons for exclusion, and time of report were statistically analyzed and compared with those of non-CUE. Results: From 2019 to 2024, the CUE reporting rate in Zhengzhou was 0.002 6% (40/1 547 666). CUE donors were predominantly male (65.00%, 26/40), aged 18-34 years (47.50%, 19/40), had college degree orabove (50.00%, 20/40), and were employees of enterprises or public institutions (32.50%, 13/40). Among the 40 CUE blood units, only one was reactive for anti-TP, while all others were qualified. The main reasons for CUE were recent vaccination (32.50%, 13/40), medical conditions unsuitable for donation (27.50%, 11/40), and high-risk sexual behavior (17.50%, 7/40). A total of 70.00% of reports occurred within 24 hours after donation, during which none of the corresponding blood units had been released; all units reported after more than 7 days had already been issued for clinical use, with no adverse transfusion reactions reported upon follow-up. Conclusion: The confidential unit exclusion program has played an active role in establishing a supplementary information feedback channel for blood donors. The procedure can be optimized by strengthening interactive communication and confirmation before donation, improving the accuracy of donors' self-assessment, and expanding convenient and rapid information-based reporting channels.
2.Differentiating and Treating Comorbidities of Childhood Asthma in Cold Regions Based on the Theory of "Syndrome-Based Disease Regulation": An Approach from Dampness,Heat,and Phlegm
Meng ZHANG ; Mengdi SHI ; Yijie WANG ; Lujia LIU ; Luodi WANG ; Tingting GUO ; Youpeng WANG
Journal of Traditional Chinese Medicine 2026;67(16):1793-1797
Childhood bronchial asthma (hereinafter referred to as asthma) is frequently accompanied by comorbidities such as allergic rhinitis, eczema, allergic enteritis, tic disorders, and obesity. Based on the theory of "syndrome-based disease regulation", this paper proposes that dampness, heat, and phlegm constitute the common pathological basis of asthma comorbidities in children living in cold regions. Focusing on the remission stage of asthma, this paper proposes that treatment should emphasize dispersing and draining pathogenic factors, diffusing and unblocking sanjiao (三焦), with clearing heat, draining dampness, and resolving phlegm as the fundamental therapeutic principle. For asthma complicated by allergic rhinitis, Xiebai Wendan Decoction (泻白温胆汤) combined with Cang'erzi Powder (苍耳子散) is recommended. For asthma complicated by eczema, Baiguo Wendan Decoction (白果温胆汤) combined with Yiyi Zhuye Powder (薏苡竹叶散) is applied. For asthma complicated by allergic enteritis, Zhizhu Wendan Decoction (枳术温胆汤) is selected. For asthma complicated by tic disorders, Changyu Wendan Decoction (菖郁温胆汤) is used. And for asthma complicated by obesity, Zexie Wendan Decoction (泽泻温胆汤) is prescribed. This approach aims to achieve the therapeutic goals of "treating different diseases with the same principle" and "regulating both constitution and disease".
3.Quality evaluation of Zhachong-13 pills based on the content determination of 12 components combined with multivariate statistical analysis
Wei ZHANG ; Qian ZHANG ; Tuya BAI ; Xinkui LI ; Yuxia HU ; Mengdi ZHANG ; Jing LIU ; Fang WANG ; Jun LI
China Pharmacy 2026;37(19):2509-2515
OBJECTIVE To evaluate the quality of Zhachong-13 pills.METHODS The contents of agarotetrol, costunolide, hypaconitine, dehydrocostus lactone, mesaconitine, aconitine, liquiritigenin, glycyrrhizic acid, ellagic acid, liquiritin, corilagin, and gallic acid in 18 batches of samples were determined by high-performance liquid chromatography-tandem triple quadrupole mass spectrometry (HPLC-MS/MS) method. Cluster analysis (CA) was performed using the Microbioinformatics online analysis platform. Principal component analysis (PCA) and orthogonal partial least squares discriminant analysis (OPLS-DA) were performed using SIMCA 14.1 software. Random forest, extremely randomized trees, and extreme gradient boosting machine learning models were constructed using the SPSSAU online analysis platform. The comprehensive quality of the samples was evaluated by the entropy weight-technique for order preference by similarity to ideal solution (TOPSIS) method.RESULTS The contents of the above 12 components were 104.331-694.382, 652.217-1 085.075, 6.051-130.980, 612.174-1 417.179, 1.018-32.239, 0.953-24.967, 65.552-652.239, 2 019.412-5 385.807, 52.867-4 990.450, 156.307-883.180, 10.142-475.722, and 1 102.863-4 826.396 μg/g, respectively. The results of CA and PCA showed that the 18 batches of samples were divided into two categories: S1-S6, S10-S15 were grouped into one category, while S7-S9 and S16-S18 were grouped into another category. The OPLS-DA results showed that the variable importance in projection values of mesaconitine, glycyrrhizic acid, liquiritin, ellagic acid, hypaconitine, liquiritigenin, agarotetrol, gallic acid, and dehydrocostus lactone were greater than 1. The results of the three machine learning models showed that ellagic acid and hypaconitine had relatively large differential contributions. The entropy weight-TOPSIS results showed that the overall quality of samples from manufacturer B was superior to that of the other four manufacturers.CONCLUSIONS The established method is stable and feasible, and can be used to evaluate the quality of Zhachong-13 pills, in combination with multivariate statistical analysis. Ellagic acid and hypaconitine are differential markers that affect its quality.
4.Underlying Mechanism of Wuwei Shenqintang in Amelioration of Pulmonary Fibrosis by Regulating "Lung-intestine Axis" Based on UPLC-Q-TOF-MS Metabolomics Technology
Mengdi SUN ; Fang LU ; Donghua YU ; Yu WANG ; Pingping CHEN ; Shumin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(21):11-20
ObjectiveTo explore the mechanism of action of Wuwei Shenqintang in improving pulmonary fibrosis by using ultra-performance liquid chromatography-quadrupole-time-of-flight mass spectrometry (UPLC-Q-TOF-MS) for metabolomic analysis of lung tissue and feces. MethodsA rat model with pulmonary fibrosis was established by intratracheal injection of 5 mg·kg-1 bleomycin. The successfully modeled rats were randomly divided into a blank group, a model group, a prednisone (3.15 mg·kg-1) group, and low-dose, medium-dose, and high-dose groups of Wuwei Shenqintang (4.586, 9.172, 18.344 g·kg-1). The rats were given intragastric administration once a day for 28 consecutive days. Hematoxylin-eosin (HE) staining was used to measure the pathological changes in lung and colon tissue, and Masson staining was used to detect the degree of pulmonary fibrosis. Enzyme-linked immunosorbent assay (ELISA) was used to detect the expression of interleukin-1β (IL-1β), IL-6, IL-8, tumor necrosis factor-α (TNF-α), and secretory immunoglobulin A (SIgA) in bronchoalveolar lavage fluid and intestinal mucus. Immunohistochemistry and reverse transcription quantitative polymerase chain reaction (Real-time PCR) were used to detect the expression of type Ⅰ collagen (Col-Ⅰ), fibronectin (FN), and alpha smooth muscle actin (α-SMA) in lung tissue. UPLC-Q-TOF-MS was used to study the changes in the metabolic network of lung tissue and feces in rats with pulmonary fibrosis treated with Wuwei Shenqintang, screen potential biomarkers for the treatment of pulmonary fibrosis by Wuwei Shenqintang, and perform pathway enrichment analysis. ResultsCompared with the blank group, the model group showed extensive inflammatory cell infiltration and continuous fibrotic lesions in lung tissue, colonic mucosal damage, and connective tissue hyperplasia. The expression of IL-6, IL-8, IL-1β, TNF-α, and SIgA in bronchoalveolar lavage fluid and intestinal mucus was significantly increased (P<0.01). The expression of Col-Ⅰ, FN, and α-SMA proteins and mRNAs in lung tissue was significantly upregulated (P<0.01). Compared with the model group, the groups of Wuwei Shenqintang exhibited significantly reduced inflammatory infiltration and blue collagen deposition in lung tissue, alleviated colonic damage, decreased expression of IL-6, IL-8, IL-1β, TNF-α, and SIgA in bronchoalveolar lavage fluid and intestinal mucus (P<0.01), and reduced average absorbance values and mRNA expression of Col-Ⅰ, FN, and α-SMA in lung tissue (P<0.05, P<0.01), with the prednisone group and the medium-dose and high-dose groups of Wuwei Shenqintang showing the most significant effects. The metabolomics results for lung tissue showed that compared with the blank group, the model group had 19 significantly different compounds (P<0.05, P<0.01). Wuwei Shenqintang could normalize 17 of these compounds compared with the model group (P<0.05, P<0.01). Fecal metabolomics results showed that compared with those in the blank group, there were 42 compounds with significant differences in the model group (P<0.05, P<0.01). Compared with the model control group, Wuwei Shenqintang could normalize 41 of these compounds (P<0.05, P<0.01). The combined analysis results indicated that Wuwei Shenqintang might inhibit pulmonary fibrosis by regulating the biosynthesis of phenylalanine, tyrosine, and tryptophan as well as the retinol metabolism pathway. ConclusionWuwei Shenqintang can ameliorate pulmonary fibrosis, which may be related to the regulation of the "lung-intestine axis".
5.Underlying Mechanism of Wuwei Shenqintang in Amelioration of Pulmonary Fibrosis by Regulating "Lung-intestine Axis" Based on UPLC-Q-TOF-MS Metabolomics Technology
Mengdi SUN ; Fang LU ; Donghua YU ; Yu WANG ; Pingping CHEN ; Shumin LIU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(21):11-20
ObjectiveTo explore the mechanism of action of Wuwei Shenqintang in improving pulmonary fibrosis by using ultra-performance liquid chromatography-quadrupole-time-of-flight mass spectrometry (UPLC-Q-TOF-MS) for metabolomic analysis of lung tissue and feces. MethodsA rat model with pulmonary fibrosis was established by intratracheal injection of 5 mg·kg-1 bleomycin. The successfully modeled rats were randomly divided into a blank group, a model group, a prednisone (3.15 mg·kg-1) group, and low-dose, medium-dose, and high-dose groups of Wuwei Shenqintang (4.586, 9.172, 18.344 g·kg-1). The rats were given intragastric administration once a day for 28 consecutive days. Hematoxylin-eosin (HE) staining was used to measure the pathological changes in lung and colon tissue, and Masson staining was used to detect the degree of pulmonary fibrosis. Enzyme-linked immunosorbent assay (ELISA) was used to detect the expression of interleukin-1β (IL-1β), IL-6, IL-8, tumor necrosis factor-α (TNF-α), and secretory immunoglobulin A (SIgA) in bronchoalveolar lavage fluid and intestinal mucus. Immunohistochemistry and reverse transcription quantitative polymerase chain reaction (Real-time PCR) were used to detect the expression of type Ⅰ collagen (Col-Ⅰ), fibronectin (FN), and alpha smooth muscle actin (α-SMA) in lung tissue. UPLC-Q-TOF-MS was used to study the changes in the metabolic network of lung tissue and feces in rats with pulmonary fibrosis treated with Wuwei Shenqintang, screen potential biomarkers for the treatment of pulmonary fibrosis by Wuwei Shenqintang, and perform pathway enrichment analysis. ResultsCompared with the blank group, the model group showed extensive inflammatory cell infiltration and continuous fibrotic lesions in lung tissue, colonic mucosal damage, and connective tissue hyperplasia. The expression of IL-6, IL-8, IL-1β, TNF-α, and SIgA in bronchoalveolar lavage fluid and intestinal mucus was significantly increased (P<0.01). The expression of Col-Ⅰ, FN, and α-SMA proteins and mRNAs in lung tissue was significantly upregulated (P<0.01). Compared with the model group, the groups of Wuwei Shenqintang exhibited significantly reduced inflammatory infiltration and blue collagen deposition in lung tissue, alleviated colonic damage, decreased expression of IL-6, IL-8, IL-1β, TNF-α, and SIgA in bronchoalveolar lavage fluid and intestinal mucus (P<0.01), and reduced average absorbance values and mRNA expression of Col-Ⅰ, FN, and α-SMA in lung tissue (P<0.05, P<0.01), with the prednisone group and the medium-dose and high-dose groups of Wuwei Shenqintang showing the most significant effects. The metabolomics results for lung tissue showed that compared with the blank group, the model group had 19 significantly different compounds (P<0.05, P<0.01). Wuwei Shenqintang could normalize 17 of these compounds compared with the model group (P<0.05, P<0.01). Fecal metabolomics results showed that compared with those in the blank group, there were 42 compounds with significant differences in the model group (P<0.05, P<0.01). Compared with the model control group, Wuwei Shenqintang could normalize 41 of these compounds (P<0.05, P<0.01). The combined analysis results indicated that Wuwei Shenqintang might inhibit pulmonary fibrosis by regulating the biosynthesis of phenylalanine, tyrosine, and tryptophan as well as the retinol metabolism pathway. ConclusionWuwei Shenqintang can ameliorate pulmonary fibrosis, which may be related to the regulation of the "lung-intestine axis".
6.Natural diosmin alleviating obesity and nonalcoholic fatty liver disease by regulating the activating the AMP-activated protein kinase (AMPK) pathway.
Can LIU ; Siyu HAO ; Mengdi ZHANG ; Xueyu WANG ; Baiwang CHU ; Tingjie WEN ; Ruoyu DANG ; Hua SUN
Chinese Journal of Natural Medicines (English Ed.) 2025;23(7):863-870
Obesity and metabolic dysfunction-associated steatotic liver disease (MASLD) are linked to numerous chronic conditions, including cardiovascular disease, atherosclerosis, chronic kidney disease, and type II diabetes. Previous research identified the natural flavonoid diosmin, derived from Chrysanthemum morifolium, as a regulator of glucose metabolism. However, its effects on lipid metabolism and underlying mechanisms remained unexplored. The AMP-activated protein kinase (AMPK) pathway serves a critical function in glucose and lipid metabolism. The relationship between diosmin and the AMPK pathway has not been previously documented. This investigation examined diosmin's capacity to reduce lipid content through AMPK pathway activation in hepatoblastoma cell line G2 (HepG2) and 3T3-L1 cells. The study revealed that diosmin inhibits lipogenesis, indicating its potential as an anti-obesity agent in obese mice. Moreover, diosmin demonstrated effective MASLD alleviation in vivo. These findings suggest that diosmin may represent a promising therapeutic candidate for treating obesity and MASLD.
Diosmin/administration & dosage*
;
Animals
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AMP-Activated Protein Kinases/genetics*
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Humans
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Non-alcoholic Fatty Liver Disease/enzymology*
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Mice
;
Obesity/enzymology*
;
Hep G2 Cells
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Male
;
3T3-L1 Cells
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Mice, Inbred C57BL
;
Signal Transduction/drug effects*
;
Lipid Metabolism/drug effects*
;
Chrysanthemum/chemistry*
;
Lipogenesis/drug effects*
7.Risk factors for dural tears in patients with thoracolumbar burst fracture and their predictive efficacy
Kun ZHAO ; Jia LIU ; Kewei WEI ; Geng XU ; Jiayue HAN ; Mengdi QI
Chinese Journal of Trauma 2025;41(6):542-548
Objective:To investigate the risk factors for dural tears in patients with thoracolumbar burst fracture (TLBF) and their predictive efficacy.Methods:A retrospective cohort study was conducted to analyze the clinical data of 135 TLBF patients admitted to Tianjin Fifth Central Hospital from March 2020 to February 2025, including 83 males and 52 females, aged 16-65 years [41(31, 50)years]. Among them, 31 patients had thoracic fracture and 104 lumbar fracture. The patients were divided into dural tear group ( n=82) and dural intact group ( n=53) based on the presence of dural tear. The following data of the two groups were collected including gender, age, underlying diseases, body mass index (BMI), bone density T-score, cause of injury, AO fracture classification, distribution of injured vertebrae, vertical laminar fracture (VLF) classification, radiological parameters (pedicle spacing, vertebral canal area, sagittal diameter of the vertebral canal, vertebral compression rate), and American Spinal Injury Association (ASIA) impairment scale. Univariate analysis and multivariate Logistic regression analysis were conducted to assess and identify the independent risk factors for dural tears in TLBF patients. Receiver operating characteristic (ROC) curve and area under the curve (AUC) were used to evaluate the predictive efficacy of each independent risk factor. Results:Univariate analysis showed statistically significant differences in VLF classification, pedicle spacing, vertebral canal area, sagittal diameter of the vertebral canal, vertebral compression rate, and ASIA impairment scale between the two groups ( P<0.05). Multivariate Logistic regression analysis revealed that VLF classification ( OR=4.16, 95% CI 1.03, 11.46, P<0.05), pedicle spacing ( OR=1.08, 95% CI 0.81, 1.16, P<0.05), and ASIA impairment scale ( OR=3.06, 95% CI 2.00, 8.48, P<0.01) were significantly associated with dural tears in TLBF patients. ROC curve analysis showed that VLF classification (AUC=0.86, 95% CI 0.62, 0.95), pedicle spacing (AUC=0.86, 95% CI 0.77, 1.00), and ASIA impairment scale (AUC=0.76, 95% CI 0.74, 0.97) had relatively high predictive efficacy for dural tear. The combination of VLF classification and pedicle spacing had the highest predictive efficacy (AUC=0.89, 95% CI 0.78, 1.01). Conclusions:VLF classification, pedicle spacing, and ASIA impairment scale are independent risk factors for dural tears in TLBF patients. VLF classification and pedicle spacing have relatively high independent predictive efficacy and their combination can further improve the predictive efficacy.
8.Progress in method development and application of distributed learning for estimation of epidemiological effect
Junting YANG ; Xin GAO ; Xiaoxuan WANG ; Mengdi ZHANG ; Xin CHEN ; Yulin WANG ; Zhike LIU ; Siyan ZHAN
Chinese Journal of Epidemiology 2025;46(5):895-906
Objective:To systematically review the progress in the method development and application of distributed learning in the estimation of epidemiological effect and provide methodological reference for multi-center studies.Methods:We conducted a literature retrieval for English papers published up to December 31, 2023 by using keywords of "health/medical big data" and "distributed/federated learning". After consulting experts, we set criteria of paper inclusion and exclusion and created a framework for data extraction. We collected information about basic study details, including method, application, and evaluation. Two researchers independently screened the papers and extracted information. We used EndNote 20 for the management of literatures and EpiData for the management of data.Results:A total of 3 444 papers were collected, and 29 papers were included in the final analysis. Most of the papers (25, 86.2%) were published in or after 2019, and the papers were mainly from the United States (21/29, 72.4%). For the estimation of epidemiological effects, 22 distributed learning methods had been developed, including methods for logistic regression (8), Cox regression (8), Poisson regression (2), and generalized linear mixed model (GLMM) (4), as well as three platforms for distributed analysis (VLP, Vantage6, AusCAT). The 29 papers described 45 applications, with 20 (44.4%) focusing on the establishment of prediction model and 25 (55.6%) on association analysis. Importantly, except for GLMM, current distributed learning methods can estimate effects with little bias in 1-3 rounds of communication. These methods show less bias compared with meta-analysis, especially in the address of data heterogeneity and rare outcomes. However, less studies examined how differences in data structure and sparse data affect results, an area that requires further research.Conclusion:While distributed learning shows promise in epidemiological effect estimation, it is still in early development, requiring further research on data heterogeneity handling and communication efficiency improvement.
9.Effects of Huangqi Bushen Huoxue Decoction on osteoclast activity in a mouse osteoporosis model induced by aromatase inhibitors
Dongqing PU ; Dandan FENG ; Mengdi ZHANG ; Bingwei LIU ; Guangxi SHI ; Hanhan CHEN ; Jingwei LI
Chinese Journal of Tissue Engineering Research 2025;29(14):2861-2867
BACKGROUND:Although aromatase inhibitors significantly improve the clinical benefit of patients with hormone receptor-positive breast cancer,its associated adverse event-osteoporosis seriously affects the quality of life of patients.Huangqi Bushen Huoxue Decoction can effectively prevent the occurrence of aromatase inhibitor-induced osteoporosis,but its mechanism of action is unclear.OBJECTIVE:To investigate the effects of Huangqi Bushen Huoxue Decoction on osteoclast activity in a mouse model of osteoporosis induced by aromatase inhibitors and relevant mechanisms.METHODS:Sixty 8-week-old female C57BL/6J mice were randomly divided into sham operation group,model group,high-,medium-and low-dose Huangqi Bushen Huoxue Decoction,and positive control group,with 10 mice in each group.Bilateral ovaries were removed to establish postmenopausal animal models in all the groups except for the sham operation group.After 1 week of recovery,letrozole was injected subcutaneously to establish postmenopausal osteoporosis models via subcutaneous injection of letrozole(an aromatase inhibitor).The high-,medium-and low-dose Huangqi Bushen Huoxue Decoction groups were intragastrically given 19.24,9.62 and 4.81 g/kg/d Huangqi Bushen Huoxue Decoction(once a day),respectively.The positive control group was given alendronate 5mg/kg once a week.After 3 months of administration,Micro-CT was used to detect tibial bone mineral density and bone microstructure.Hematoxylin-eosin staining and tartrate-resistant acid phosphatase staining of the femur were performed.Immunohistochemistry was used to detect the protein expression of receptor activator of nuclear factor-κB ligand and osteoprotectin in the femur.ELISA was used to detect the serum levels of carboxyterminal cross-linked telopeptides of type I collagen and tartrate-resistant acid phosphatase 5b.RESULTS AND CONCLUSION:(1)Compared with the sham operation group,the model group showed a significant decrease in bone mineral density,sparse and fractured trabecular morphology,and a significant increase in serum levels of carboxyterminal cross-linked telopeptides of type I collagen and tartrate-resistant acid phosphatase 5b,indicating that the model of aromatase inhibitor-induced osteoporosis was successfully constructed.(2)Compared with the model group,the high-,medium-,and low-dose Huangqi Bushen Huoxue Decoction groups showed significant improvement in bone mineral density and bone microstructure,thickening and densification of trabecular morphology,significantly decreased serum levels of carboxyterminal cross-linked telopeptides of type I collagen and tartrate-resistant acid phosphatase 5b,a decrease in the number of osteoclasts and the expression of receptor activator of nuclear factor-κB ligand proteins,and an increase in the expression of osteoprotegerin.To conclude,Huangqi Bushen Huoxue Decoction may regulate the receptor activator of nuclear factor-κB ligand/receptor activator of nuclear factor-κB/osteoprotegerin signaling pathway,inhibit osteoclast activity,improve trabecular morphology and bone microstructure,and increase bone mineral density,thus preventing the occurrence and development of aromatase inhibitor-induced osteoporosis.
10.Meta synthesis of communication of diseases between cancer patients and minor children
Xiaoyu GUO ; Yingying LI ; Yuli LI ; Mengdi LIU ; Yanqiu GAO ; Zhenmei ZHANG
Chinese Journal of Modern Nursing 2025;31(34):4691-4698
Objective:To conduct evidence synthesis on disease communication between parents and their minor children from the perspective of parents with cancer, so as to provide information for clinical healthcare providers to deliver improved health education to patients and their children.Methods:Computer retrieval was implemented in PubMed, CINAHL, Embase, Web of Science, PsycINFO, Cochrane Library, ProQuest, China National Knowledge Infrastructure, and Wanfang Data. The search period was from January 1, 2000 to March 6, 2025. The literature was assessed according to the Joanna Briggs Institute (JBI) Center for Evidence-Based Health Care Quality Assessment Criteria for Qualitative Research. The JBI aggregative integration method was employed for the Meta-synthesis.Results:A total of nine articles were included. Thirty-two results were extracted, divided into ten categories, and integrated into five results, namely willingness to communicate illness, factors influencing communicating willingness, disease communication strategies, supporting children's coping, and perceptions of illness information.Conclusions:Disease communication between cancer parents and their minor children is influenced by multiple factors and exhibits complex diversity. Healthcare providers should fully understand and accurately recognize the distinct approaches of parents with cancer, offering guidance, advice, and encouragement whenever possible, and should dynamically provide timely medical support and assistance tailored to the evolving needs of patients throughout different stages of their disease treatment.

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