1.Study on the construction of a red blood cell rare blood type database and physical repository in the Guangzhou Region
Zhijian LIAO ; Shuangshuang JIA ; Yuan SHAO ; Boquan HUANG ; Chunyan MO ; Jizhi WEN ; Runqing ZHANG ; Xia RONG ; Hong LUO ; Huaqin LIANG ; Yanli JI
Chinese Journal of Blood Transfusion 2026;39(5):619-628
Objective: To conduct screening for rare blood types within important blood group systems for the Chinese population, such as Rh, Duffy, Kidd, P1Pk, Diego, and MNS, in the Guangzhou region, and to establish a corresponding rare blood type database and physical repository. Methods: The saline medium microplate method was used to screen blood donors with the ccDEE phenotype combined with either Jk(a-) or Jk(b-). The polybrene microplate method was employed to screen for donors with Fy(a-), s(-), Lu(b-), Di(b-), k(-), and p phenotypes. The urea lysis microplate method was applied to screen for the Jk(a-b-) phenotype. A high-resolution melting (HRM) curve method was established for screening some donors with the Di(b-) phenotype. Subsequently, expanded phenotyping of antigens in the Rh, Kidd, MNS, Duffy, P1Pk, Lewis, Kell, and Lutheran blood group systems was performed on identified rare blood type donors using monoclonal antibodies. The test results are entered into the Rare Blood Type Bank Management System of the Guangzhou Blood Center, enabling functions such as confirmation reminders and cryopreservation storage when the donor donates again. Red blood cells of rare blood types are processed into frozen red blood cells for long-term storage. Results: Among voluntary blood donors, 16 cases of the ccDEE combined with Jk(a-) phenotype were identified (0.221 7%, 16/7 216); 10 cases of the ccDEE combined with Jk(b-) phenotype (0.138 6%, 10/7 216); 78 cases of the Fy(a-) phenotype (0.169 5%, 78/46 012); 39 cases of the Lu(b-) phenotype (0.138 2%, 39/28 214); 31 cases of the s(-) phenotype (0.081 8%, 31/37 913); 22 cases of the Di(b-) phenotype (0.029 9%, 22/73 691); 30 cases of the Jk(a-b-) phenotype (0.010 1%, 30/298 250); and 1 case of the k(-) phenotype (0.001 3%, 1/77 382), which was further identified as KELnull phenotype (K0). No p phenotype donors were identified (0/88 528). A total of 228 units of frozen red blood cells were prepared. The screening results were compared and analyzed with rare blood type data from other regions. Conclusion: This study, through a combination of different screening methods, significantly improved the efficiency of rare blood type screening while remaining cost-effective. By conducting large-scale screening and performing data informatization processing, a database and physical repository of rare blood types in the Guangzhou region were successfully established. This provides a strong guarantee for the timely supply of blood to patients with difficult-to-match and rare blood types in the region, effectively enhances the level of transfusion safety in the region, and offers a practical paradigm for constructing a comprehensive blood transfusion support system.
2.Statistical analysis of vector monitoring in port areas of Shandong Province from 2017 to 2023
Huan-mei HAN ; Tao ZHANG ; Zhi-ping SU ; Rong-jun YAN ; Wei HUANG ; Wen-wen ZHANG
Acta Parasitologica et Medica Entomologica Sinica 2026;33(2):121-127
Objective To provide a scientific basis for vector prevention and control in port areas, vector monitoring has been conducted continuously to characterize the composition, density, and seasonal fluctuations of vectors across 21 port-areas of Shandong province from 2017 to 2023. Methods In accordance with the Regional Vector Monitoring Plan for Frontier Ports, vector surveillance of mosquitoes, flies, cockroaches, rodents, and other disease vectors was performed. Data were analyzed to describe vector community composition and identify seasonal fluctuations. Results A total of 601 rodents belonging to 1 family, 4 genera, and 4 species were captured. Three dominant rodent species inhabit port areas. In addition, 88 104 mosquitoes were captured and classified into 3 subfamilies, 4 genera, and 12 species; 38 959 flies were trapped and classified into 8 families,31 genera, and 51 species, including 9 dominant fly species in port-areas; and 54 672 captured cockroaches were classified into 2 families,4 genera, and 4 species, with Blattella germanica as the dominant species. Conclusions Significant vector community changes(P<0.005)have been identified after the epidemic. To improve the pertinence and efficacy of port health quarantine work, continuous and strong attention should be paid to vector compositions and population densities at Shandong ports.
3.Analysis of clinical demand trends and supply status of RhD-negative red blood cell products
Weidong ZHANG ; Mingyue LIANG ; Yanli JI ; Ming WANG ; Yongju LIN ; Xia RONG
Chinese Journal of Blood Transfusion 2026;39(7):903-907
Objective: To retrospectively analyze the supply and demand of RhD-negative red blood cell (RBC) components, explore the dynamic changes in clinical demand and application trends of RhD-negative RBC products, and provide evidence for optimizing the preparation and supply management of various RhD-negative RBCs products. Methods: The total supply of RBCs and the demand and supply of RhD-negative RBC products from 2021 to 2025 were retrieved from the information management system. The trend chi-square test was performed using SPSS 22.0 statistical software to analyze the annual supply rate and repeat reservation rate of RhD-negative RBC products. Meanwhile, the clinical transfusion indications for RhD-negative RBC products in 2025 were further analyzed. Results: From 2021 to 2025, the supply rate of RhD-negative RBC products gradually increased from 0.42% (1 904.5 U/448 787 U) to 0.48% (1945U/402088.5U), showing an upward trend across years (P<0.05). The actual demand and supply of RhD-negative RBC products remained balanced, while the repeat reservation rate increased significantly from 29.73% (804 U/2 704 U) to 43.62% (1 505 U/3 450 U), showing an upward trend year by year (P<0.05). Fresh RhD-negative RBC products accounted for 87.09% (8 270 U/9 495.5 U) of the total supply, while RhD-negative frozen RBC products accounted for 12.91% (1 225.5 U/9 495.5 U). In 2025, therapeutic transfusion, elective surgery (including obstetric transfusion), and emergency transfusion accounted for 55.40% (1 077.5 U/1 945 U), 38.56% (750 U/1 945 U), and 6.04% (117.5 U/1 945 U) of the total supply of RhD-negative RBC products, respectively. RhD-negative frozen RBC products accounted for 67.23% (79 U/117.5 U) of emergency use and 29.47% (221 U/750 U) of elective surgery (including obstetrics) use; fresh RhD-negative RBC suspensions accounted for 93.92% (1 012 U/1 077.5 U) of therapeutic use and 70.56% (529 U/750 U) of elective surgery (including obstetrics) use. In recent years, RhD-negative washed RBC products and concentrated washed RBC products have been introduced as new products, and their clinical utilization has shown an increasing trend. Conclusion: Despite a decline in total blood collection volume, the security management system of RhD-negative RBC components in Guangzhou Blood Center has functioned largely meeting clinical demand. Advances in hospital technology had led to the routine application of RhD-negative concentrated washed RBCs. It is recommended that concentrated washed RBCs should be standardized with a formal definition and corresponding national quality standards should be established.
4.Relationship between GST gene polymorphism and susceptibility to occupational noise induced hearing loss
Fang JI ; Jian ZHANG ; Li RONG ; Xiaowen DING ; Xianglan CUI ; Xiaodong LIU ; Jue LI
Chinese Journal of Industrial Hygiene and Occupational Diseases 2025;43(10):728-734
Objective:To investigate the relationship between susceptibility to hearing loss in noise-exposed Han Chinese male homo sapiens and glutathione S-transferase (GST) gene polymorphisms, providing a scientific basis for further understanding the pathogenic mechanisms of noise-induced hearing loss (NIHL) and screening for genetic susceptibility biomarkers.Methods:In May 2024, a cross-sectional survey was conducted to recruit 332 male Han workers exposed to noise from a prominent mechanical maintenance enterprise. Workers were classified into the hearing loss group if they exhibited a binaural high-frequency average hearing threshold exceeding 25 dB and a binaural speech frequency average hearing threshold loss that was less than the binaural high-frequency average hearing threshold loss, resulting in a total of 332 individuals in this group. Furthermore, a matched group of 332 hearing-normal workers was established on a 1∶1 basis for each hearing-impaired worker, using criteria such as the same job type, age, and a noise exposure duration of ≤4 years. Basic data of worker was collected through a questionnaire survey, and individual noise exposure levels were assessed using cumulative noise exposure (CNE). Various PCR and high-throughput sequencing techniques were employed to identify polymorphisms in the GSTT1, GSTM1, and GSTP1rs1695 genes. The basic information and genotypes of the two groups were compared using paired t-tests and paired chi-square tests. A Cox regression model was utilized to establish a 1∶1 paired logistic regression model to examine the correlation between GST gene polymorphisms and susceptibility to NIHL. Results:Individuals with GSTM1 and GSTT1 gene deletion are more susceptible to NIHL compared to those with existing genes, even after adjusting for other factors ( OR=1.464, 95% CI: 1.02-2.09; OR=0.68, 95% CI: 1.06-2.02). Wearing protective equipment occasionally, rather than consistently, significantly increases the risk of NIHL ( OR=1.38, 95% CI: 1.01-1.88). There was no link between GSTP1rs1695 polymorphism and NIHL risk ( P>0.05) . Conclusion:The deletion of GSTM1 and GSTT1 genes is an independent influencing factor that increases the risk of NIHL, and can be considered as a genetic susceptibility biomarker for the NIHL population. Strengthening personal hearing protection is an effective measure to reduce the risk of NIHL.
5.Exploring the role and mechanism of Saussurea involucrata injection in alleviating rheumatoid arthritis by inhibiting M1 macrophage polarization based on the Toll-like receptor 4/nuclear factor-kappaBp65 pathway
Shan CONG ; SaiMire Maimaiti TUERSUN ; Xue ZHAO ; Jiao SUN ; Rong WAN ; Peng JI
Chinese Journal of Rheumatology 2025;29(10):863-870
Objective:To investigate the efficacy of Saussurea involucrata injection (SII) in alleviating rheumatoid arthritis (RA) and to explore the mechanism of action of SII in alleviating RA through the Toll-like receptor 4 (TLR4)/nuclear factor-kappaBp65 (NF-κBp65) pathway-mediated M1 macrophage polarization.Methods:In vivo experiments were conducted using a collagen-induced arthritis (CIA) rat model. After successful modeling, the CIA rats were randomly assigned into five groups ( n=10 per group): CIA control group, MTX group, low-dose SII (L-SII) group, medium-dose SII (M-SII) group, and high-dose SII (H-SII) group. The efficacy of SII in alleviating RA was evaluated using arthritis index scores, histopathology, and ELISA to measure serum levels of nitric oxide (NO), interleukin 1β (IL-1β), IL-6, and tumor necrosis factor α (TNF-α). Subsequently, Western blot analysis was used to detect the expression of inducible nitric oxide synthase (iNOS) and CD86 proteins in synovial tissue. In vitro experiments involved first isolating and inducing rat bone marrow-derived macrophages (BMDMs). Then, BMDMs were polarized toward the M1 phenotype using lipopolysaccharide (LPS) combined with interferon-γ (IFN-γ). Concurrently, cells were treated with SII and the TLR4 inhibitor TAK242. Subsequently, ELISA was used to detect NO, IL-1β, TNF-α levels in the cell culture supernatant via ELISA. RT-qPCR was used to detect the expression of IL-1b, IL-6, and TNF-α genes in each group of cells. Western blot analysis was performed to detect the expression of iNOS, CD86, TLR4, myeloid differentiation primary response 88 (MyD88), and p-NF-κBp65/NF-κBp65 proteins in the cells. Data analysis between multiple groups was performed using one-way analysis of variance, and between pairs using LSD- t-tests. Results:In vivo experimental results showed that compared with the CIA group(7.90 ± 0.70), MTX and SII both improved the pathological symptoms of rats and reduced the ankle joint pathological score [MTX (4.40 ± 0.92), L-SII (7.00 ± 0.89), M-SII (5.10 ± 1.30), H-SII (4.90 ± 0.94), t=33.86, P<0.001; t=9.10, P<0.001; t=2.38, P=0.029; t=5.69, P<0.001; t=7.66, P<0.001], while downregulating serum levels of NO, IL-1β, IL-6, and TNF-α levels in serum, as well as iNOS [ t=30.01, P<0.001; t=6.17, P=0.003; t=10.86, P<0.001; t=28.95, P<0.001; t=19.03, P<0.001] and CD86 [ t=65.61, P<0.001; t=8.76, P<0.001; t=13.18, P<0.001; t=13.22, P<0.001; t=18.91, P<0.001] expression. In vitro experimental results showed that compared with BMDMs treated with LPS and IFN-γ, SII and TAK242 treatment reduced the levels of NO, IL-1β, IL-6, and TNF-α in the supernatant and decreased the expression of IL-1b, IL-6, and TNF-α genes. Additionally, SII and TAK242 treatment downregulated the expression of iNOS and CD86 proteins in cells, and simultaneously downregulated TLR4, MYD88, and p-NF-κBp65/NF-κBp65 expression ( t=35.84, P<0.001; t=15.69, P<0.001; t=21.99, P<0.001; t=23.64, P<0.001; t=22.50, P<0.001). Additionally, compared with the TAK242 group alone, TAK242 + H-SII showed no significant differences in the modulation of M1 macrophage polarization and TLR4/NF-κBp65 pathway-related indicators. Conclusion:SII exerts anti-inflammatory and anti-RA effects by inhibiting TLR4/NF-κBp65-mediated M1 macrophage polarization.
6.Targets and Molecular Mechanisms of Salidroside in Improving High-Altitude Cognitive Function
Yuemei SUN ; Ningning QIN ; Qian JI ; Yanling WANG ; Fangfang QIU ; Jielong SUN ; Rong WANG
Journal of Sichuan University (Medical Sciences) 2025;56(1):112-119
Objective To explore the targets and molecular mechanisms of salidroside in improving cognitive function at high altitudes using network pharmacology,molecular docking,and experimental validation.Methods The SwissTargetPrediction platform was used to screen for salidroside-related targets,and the GeneCards database was used to search for targets associated with high-altitude cognitive function.The VENNY 2.1 platform was used to create a Venn diagram showing the intersection of salidroside and the targets of high-altitude cognitive function.The STRING11.5 database was used to construct a protein-protein interaction network diagram to screen for the key targets.The DAVID database was used to perform the Gene Ontology(GO)analysis and Kyoto Encyclopedia of Genes and Genomes(KEGG)pathway enrichment analysis,and a component-target-pathway network was constructed using the Cytoscape 3.7.2 software platform.Furthermore,molecular docking and experimental studies were conducted for preliminary validation.Male C57BL/6J mice were randomly assigned to three groups,a low-altitude control group(Con group)receiving sterile water via intragastric gavage,a high-altitude hypoxia group(Hyp group)receiving sterile water via intragastric gavage,and a salidroside group administered with 10 mg/kg salidroside via intragastric gavage.The Hyp group and the salidroside group were pre-treated for 3 days(once daily)before rapid ascension to an altitude of 4010 m.Then,the 2 groups were exposed to a hypoxic environment for 1 day and received an additional treatment.Hippocampal tissues were collected from all three groups,and the relevant proteins were measured by Western blot.Results A total of 100 salidroside targets,2212 high-altitude cognition-related gene targets,and 52 common targets were identified.The improvement in high-altitude cognitive function by salidroside could be closely associated with core targets such as VEGFA,GAPDH,MMP-9,HRAS,FGF-2,HSP90AA1,and MAPK1,involving mainly the PI3K-Akt,MAPK,and VEGF signaling pathways.According to the molecular docking results,GAPDH,MMP-9,and VEGFA showed the best binding ability with salidroside.Experimental findings showed that salidroside improved high-altitude cognitive function by regulating the levels of Bcl-2/Bax,SRC-1,NF-κB,Beclin-1,and LC3B Ⅱ/Ⅰ.Conclusion Salidroside exerts its therapeutic effects in improving high-altitude cognitive function by regulating the expression levels of proteins associated with cell apoptosis,cell proliferation,and cell autophagy,inhibiting inflammation and stress response,and reducing apoptosis and excessive autophagy in hippocampal neurons.
7.Gender differences and age-related changes in body composition of Miao adults in Guangxi Rongshui
Zhi-Hong LIAO ; Ling LAN ; Peng LIU ; Li-Ning ZHOU ; Ji-Chun GONG ; Lin XU ; Qiong-Ying DENG ; Hong-Rong YU
Acta Anatomica Sinica 2025;56(3):329-335
Objective To investigate gender differences and age-related changes in body composition(BC)among Miao adults in Rongshui,Guangxi Province,and to provide the basis for assessing nutritional status and health.Methods With informed consent,630 Miao adults(218 males,412 females)were randomly selected for this study.Body composition was assessed using bioelectrical impedance analysis(BIA).Results Weight,fat-free mass,muscle mass,trunk muscle mass,limb muscle mass,waist-to-hip ratio(WHR),body water,presumtion of bone mass and protein were significantly higher in males than in females.And the fat mass,trunk fat mass,limb fat mass,visceral fat content,subcutaneous fat content and percentage of body fat were significantly higher in females than in males.According to the evaluation of body mass index(BMI)and WHR,the proportion of overweight and obesity of Miao adults was higher than the average level of Miao residents,and their obesity was characterized by central obesity.With age,weight,fat mass,muscle mass,fat-free mass,limb muscle mass,limb fat mass,subcutaneous fat content,percentage of body fat,body water,presumtion of bone mass,and protein of Rongshui Miao adults showed a gradual decreasing trend,while visceral fat content and WHR increased progressively.BMI in male Miao adults,along with BMI,fat mass,trunk fat mass,subcutaneous fat content,percentage of body fat,and body water in female Miao adults,showed a trend of increasing followed by decreasing,peaking at the age of 40-49 years.Conclusion The body composition of Miao adults in Rongshui,Guangxi,exhibits significant gender differences and age-related variation change patterns,which may increase the risk of sarcopenia and metabolic diseases with aging.
8.Advances in the Studies of MicroRNA-1976 in Aberrant Cell Cycle Diseases.
Hao-Yu JI ; Hao CHEN ; Liang SHI ; Meng ZHANG ; Ting CHEN ; Ying-Ming KONG ; Rong-Ke FENG
Acta Academiae Medicinae Sinicae 2025;47(4):644-650
Most tumor cells and healthy neurons are at rest during G0 phase.Once the cell cycle is abnormally re-entered under certain conditions,the proliferation of tumor cells and the degenerative necrosis of neurons can be initiated.From the perspective of the cell cycle,cancer and central nervous system diseases,two seemingly different disease types,have a common pathogenesis.This type of diseases is named aberrant cell cycle diseases.As a newly discovered microRNA(miR),miR-1976 is closely related to the regulation of the cell cycle.This review summarizes the progress in the research on miR-1976 in cancer and central nervous system diseases,aiming to provide a reference for the clinical application of miR-1976 in aberrant cell cycle diseases in the future.
MicroRNAs/genetics*
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Humans
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Cell Cycle/genetics*
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Neoplasms/genetics*
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Central Nervous System Diseases/genetics*
9.Mechanism prediction and experimental verification of Maxing Shigan Decoction against influenza A virus infection based on UPLC-MS/MS and network pharmacology
Jiawang HUANG ; Jianing SHI ; Yang LIU ; Zhiying FENG ; Jingmin FU ; Siyu WANG ; Xuan JI ; Rong YU ; Ling LI
Digital Chinese Medicine 2025;8(4):532-542
Objective:
To investigate the chemical compositions of Maxing Shigan Decoction (麻杏石甘汤, MXSGD) and elucidate its anti-influenza A virus (IAV) mechanism from prediction to validation.
Methods:
Ultra high-performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS) was employed to analyze the chemical compositions of MXSGD. Network pharmacology theories were used to screen and identify shared targets of both the potential targets of active ingredients of MXSGD and IAV. A protein-protein interaction (PPI) network was then constructed, followed by Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses. The binding stability between core bioactive compounds and key targets was validated by molecular docking and dynamic simulations. A total of 24 BALB/c mice were infected with IAV to build IAV mouse models. After successful modelling, the mouse models were randomly divided into model, MXSGD high-dose (2.8 g/kg), MXSGD low-dose (1.4 g/kg), and oseltamivir (20.14 mg/kg) groups, with an additional normal mice as control group (n = 6 per group). The treatments were administered by gavage daily between 8:00 a.m. and 10:00 a.m. for five consecutive days. Upon completion of the administration, the body weight ratio, lung index, protein content in the bronchoalveolar lavage fluid (BALF), and the levels of inflammatory factors including interleukin (IL)-6 and tumor necrosis factor (TNF)-α in mice were measured to preliminarily analyze the therapeutic efficacy of MXSGD against IAV infection. Furthermore, the expression levels of mechanistic target of rapamycin (mTOR), hypoxia inducible factor (HIF)-1α, and vascular endothelial growth factor (VEGF) proteins in the HIF-1 signaling pathway, which was enriched by network pharmacology, were detected by Western blot.
Results:
A total of 212 chemical components in MXSGD were identified by the UPLC-MS/MS method. These chemical components can be classified into 9 primary categories and 31 secondary categories. After intersecting the chemical component targets with IAV-related targets, a total of 567 potential MXSGD components targeting IAV were identified. The construction of PPI network and the results of both GO and KEGG enrichment analyses revealed that the anti-IAV effects of MXSGD were associated with multiple pathways, including apoptosis, TNF, HIF-1, and IL-17 signaling pathways. The results of molecular docking demonstrated that the binding energies between the core compound 1-methoxyphaseollin and key targets including HIF-1α, mTOR, and VEGF were all lower than – 5.0 kcal/mol. Furthermore, molecular dynamics simulations confirmed the structural stability of the resulting complexes. Animal experiments showed that compared with the normal controls, IAV-infected mice showed significantly reduced body weight ratio, markedly increased lung index, protein content in BALF, and the levels of inflammatory factors such as IL-6 and TNF-α (P < 0.01), thereby causing damage to the lung tissue; consequently, the expression levels of mTOR, HIF-1α, and VEGF proteins in the lung tissues of these mice were significantly elevated (P < 0.01). However, after MXSGD treatment, the mouse models presented a significant increase in body weight ratio, as well as marked decreases in lung index, protein content in BALF, and the levels of inflammatory factors including IL-6 and TNF-α (P < 0.01). Furthermore, the therapy alleviated IAV-induced injuries and significantly downregulated the expression levels of mTOR, HIF-1α, and VEGF proteins in lung tissues (P < 0.01 or P < 0.05).
Conclusion
MXSGD exerts anti-IAV effects through multi-component, multi-target, and multi-pathway synergism. Among them, 1-methoxyphaseollin is identified as a potential key component, which alleviates virus-induced lung injury and inflammatory response via the regulation of HIF-1 signaling pathway, providing experimental evidence for the clinical application of MXSGD.
10.Evaluating the factors influencing hospitalization costs of malnourished patients based on variations in DRG cost coefficients
Jian-Mei NIU ; Qian ZHAO ; Qian MO ; Hai-Yan WANG ; LI-Qi ; Jing-Yi LIANG ; Qian-Wen YANG ; Ji-Chuan ZHAO ; Rong-Liang SUN
Parenteral & Enteral Nutrition 2025;32(5):273-277
Objectives:The aim is to analyze the cost structure and coefficient of variation for hospitalized patients with malnutrition based on Diagnosis-Related Groups(DRG),providing a reference for the further application and promotion of DRG.Method:Data were collected from patients admitted to Ningxia Hui Autonomous Region People's Hospital between March 2023 and August 2023.A diagnostic system based on artificial intelligence was used to identify malnourished patients.The composition of hospitalization costs for these individuals was described and analyzed,as was the coefficient of variation for various costs within DRG groupings.A multivariate regression analysis was conducted to identify the factors that influence patient hospitalization costs.Results:The average age of hospitalized patients with malnutrition was(68.12±16.43)years,with an average length of stay of(14.55±8.47)days,with an average hospitalization cost of(32 128.89±35 345.61)yuan.Among patients within the same DRG group,the coefficient of variation for various costs was found to be lower in the malnutrition group than in the normal group.This suggests that when assessed individually,the malnutrition group exhibited a higher degree of homogeneity in their cost structures.The factors influencing total hospitalization costs were found to be:length of hospital stay(P=0.001),nutritional monitoring fees(P=0.020),number of chronic diseases(P=0.003),and Karnofsky Performance Status(KPS)score(P=0.038).Hospitalization costs were positively correlated with both length of stay and nutritional assessment fees,but negatively correlated with the number of chronic diseases and KPS scores.Conclusions:Malnutrition has a profound impact on health outcomes,medical expenses,length of hospital stay,and disease severity.The implementation of the DRG system aims to standardize and improve the nutritional diagnosis and treatment process by categorizing different stages of malnutrition.This approach can minimize variations within DRG groups,making it easier to allocate medical resources more precisely and efficiently.Furthermore,it is a valuable reference tool for promoting DRG payment reform in different regions.


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