1.Correlation Analysis of Huanglian Jiedu Wan on Syndrome Improvement and Clinical Biomarkers of "Excess Heat-Toxicity" Based on Machine Learning Model
Qi LI ; Keke LUO ; Baolin BIAN ; Hongyu YU ; Mengxiao WANG ; Mengyao TIAN ; Wen XIA ; Yuan MA ; Xinfang ZHANG ; Pengyue LI ; Nan SI ; Hongjie WANG ; Yanyan ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):162-173
ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally, the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome, such as oral ulcers, sore throat, and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation, oxidative stress, and energy metabolism in the early phase, Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting (XGBoost) algorithm was used to develop a prediction model for main symptom classification, with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers, sore throat, and overall symptoms, with significant effects observed especially in sore throat and overall symptom analyses (P<0.01). Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement, were also called "heat-related biomarkers", including succinic acid, α-ketoglutaric acid, glycine, lactic acid, adenosine monophosphate (AMP), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin-1β (IL-1β), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-10 (IL-10), and so on. Conversely, clinical biomarkers negatively correlated with symptom severity, were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan, including malic acid, fumaric acid, cis-aconitic acid, adrenocorticotropic hormone (ACTH), IL-1β, IL-4, IL-8, succinic acid, and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables, with importance scores of 0.081 and 0.080, respectively. After screening out 14 key variables and optimizing the parameters, model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables, confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established, achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.
2.Correlation Analysis of Huanglian Jiedu Wan on Syndrome Improvement and Clinical Biomarkers of "Excess Heat-Toxicity" Based on Machine Learning Model
Qi LI ; Keke LUO ; Baolin BIAN ; Hongyu YU ; Mengxiao WANG ; Mengyao TIAN ; Wen XIA ; Yuan MA ; Xinfang ZHANG ; Pengyue LI ; Nan SI ; Hongjie WANG ; Yanyan ZHOU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(8):162-173
ObjectiveThis paper aims to find the identified and validated clinical biomarker data building upon a clinical study of early-phase phase Ⅱ and investigate the correlation analysis of Huanglian Jiedu Wan on syndrome improvement and clinical biomarkers in the treatment of "excess heat-toxicity" based on a machine learning model. Additionally, the effective prediction of clinical biomarker values for the main symptoms of the "excess heat-toxicity" syndrome was assessed. MethodsA total of 229 patients meeting the inclusion criteria for "excess heat-toxicity" syndrome were randomly divided into the Huanglian Jiedu Wan group and the placebo group. Syndrome score transition matrices were constructed for the Huanglian Jiedu Wan group and the placebo group based on three main symptoms of "excess heat-toxicity" syndrome, such as oral ulcers, sore throat, and gum swelling and pain. Data from the patients with these three syndromes were also integrated for an overall analysis. The corresponding syndrome score transition matrices were further constructed to visualize symptom change trends of the patients in the two groups via heatmaps. Based on the identified and validated clinical biomarkers related to inflammation, oxidative stress, and energy metabolism in the early phase, Spearman correlation analysis was employed to analyze and evaluate the associations between clinical biomarkers and syndrome improvement. Key clinical biomarkers reflecting the effect of Huanglian Jiedu Wan were screened through the comparison of differences between groups. An extreme gradient boosting (XGBoost) algorithm was used to develop a prediction model for main symptom classification, with classification performance evaluated through 10-fold cross-validation. Feature importance analysis was applied to identify variables with the greatest contribution to the prediction result. ResultsThe syndrome transition matrix results indicated that the Huanglian Jiedu Wan group showed a superior effect to the placebo group in improving oral ulcers, sore throat, and overall symptoms, with significant effects observed especially in sore throat and overall symptom analyses (P<0.01). Spearman correlation analysis revealed that several clinical biomarkers positively correlated with "excess heat-toxicity" syndrome and its main symptom improvement, were also called "heat-related biomarkers", including succinic acid, α-ketoglutaric acid, glycine, lactic acid, adenosine monophosphate (AMP), tumor necrosis factor-α (TNF-α), interferon-γ (IFN-γ), interleukin-1β (IL-1β), interleukin-4 (IL-4), interleukin-6 (IL-6), interleukin-8 (IL-8), interleukin-10 (IL-10), and so on. Conversely, clinical biomarkers negatively correlated with symptom severity, were also called "heat-clearing related biomarkers" after administration of Huanglian Jiedu Wan, including malic acid, fumaric acid, cis-aconitic acid, adrenocorticotropic hormone (ACTH), IL-1β, IL-4, IL-8, succinic acid, and citric acid. The XGBoost classification model using all 52 biomarkers as variables achieved an average test accuracy of 0.754 and an average F1 score of 0.777. Feature importance analysis identified the scores of glutamic acid in saliva and IL-6 were the highest in all the variables, with importance scores of 0.081 and 0.080, respectively. After screening out 14 key variables and optimizing the parameters, model performance improved to an average accuracy of 0.758 and an F1 score of 0.798. Feature importance analysis further determined that the glutamic acid in saliva and IL-6 showed obvious changes after screening the variables, confirming the good syndrome prediction ability of the model constructed by these key clinical biomarkers. ConclusionThis study systematically elucidates the correlation between syndrome improvement and clinical biomarkers of Huanglian Jiedu Wan in the treatment of "excess heat-toxicity" syndrome. An XGBoost classification model based on key clinical biomarkers is successfully established, achieving effective prediction of the symptoms related to the "excess heat-toxicity" syndrome such as oral ulcers and sore throat and providing a new insight for objective identification of traditional Chinese medicine syndromes.
3.Prevalence and associated factors of work-related musculoskeletal disorders among workers in a manganese enterprise
Tianzi SHAN ; Junxiang MA ; Tian CHEN ; Kang NONG ; Yucheng SUN ; Xueting WANG ; Gaoman ZHANG ; Teng MA ; Zhuoran XIA ; Fengtao CUI ; Li CHEN ; Yanyan ZHENG ; Piye NIU
Journal of Environmental and Occupational Medicine 2026;43(3):333-340
Background Work-related musculoskeletal disorders (WMSDs) are a major occupational health concern, particularly among workers exposed to adverse ergonomic conditions. Manganese production involves heavy physical demands, yet research on WMSDs among manganese workers remains limited. Objective To investigate the prevalence and influencing factors of WMSDs among manganese workers in a manganese enterprise in Guangxi. Methods A cross-sectional survey was conducted from May to June 2024 on workers at a manganese factory in Guangxi. The Chinese Musculoskeletal Disorders Questionnaire was used to collect information on demographic characteristics, distribution of musculoskeletal symptoms, and work-related exposures. χ2 test was applied to compare differences in positive WMSDs rates across groups, and logistic regression analysis was performed to identify associated factors. Results A total of 1476 workers were enrolled in the study after pre-determined inclusion and exclusion criteria. The overall prevalence of WMSDs was 34.15%. The most commonly affected body regions were the lower back (17.28%), neck (16.67%), and shoulders (13.82%). The results of logistic regression analysis indicated that female, older age, and education level of college or above were associated with a higher risk of WMSDs (P<0.05). Awkward working postures were significantly associated with WMSDs in corresponding body regions; in particular, awkward postures of the neck, upper limbs, trunk, and lower limbs were related to an increased risk of WMSDs in multiple body sites (P<0.05). In addition, poor lighting conditions, high workplace temperature, frequent or sustained arm support during work, and high job demands were associated with an increased risk of overall or site-specific WMSDs (P<0.05). Conclusion The high prevalence of WMSDs among manganese workers is closely associated with demographic characteristics, working postures, and work environment and organizational factors. Targeted ergonomic interventions focusing on high-risk body regions and key ergonomic exposures are warranted to reduce the risk of WMSDs among manganese workers.
4.Optimization of animal-free fermentation medium and fermentation conditions of pneumococcus
Chinese Journal of Biologicals 2026;39(04):436-451
Objective To optimize the animal-free fermentation medium and fermentation conditions of pneumococcus, and make it suitable for fermentation production.MethodsThe orthogonal method was used to optimize the carbon source(glucose)(12. 5, 18. 75, 25 g/L), nitrogen source(soybean peptone)(30, 40, 50 g/L) and uracil(10, 20, 30 mg/L) concentrations of fermentation medium for type 1, 3, 5, 9N and 33F pneumococci, as well as fermentation culture conditions such as strain concentration(A_(694))(0. 2, 0. 4, 0. 6), fermentation temperature(35, 36, 37 ℃) and pH(6. 8, 7. 2, 7. 6).ResultsThe optimal fermentation medium compositions for pneumococcus were as follows: for type 1, soybean peptone at 50 g/L, initial glucose concentration at 18. 75 g/L, and uracil at 30 mg/L; the optimal fermentation conditions were A_(694)at 0. 6, temperature at 35 ℃,and pH at 7. 6. For type 3, the optimal medium consisted of soybean peptone at 30 g/L, initial glucose concentration at 12. 5 g/L,and uracil at 10 mg/L; the optimal fermentation conditions were A_(694)at 0. 6, temperature at 35 ℃, and pH at 7. 2. For type 5,the optimal medium comprised soybean peptone at 50 g/L, initial glucose concentration at 12. 5 g/L, and uracil at 20 mg/L;the optimal conditions were A_(694)at 0. 6, temperature at 36 ℃, and pH at 6. 8. For type 9N, the optimal medium consisted of soybean peptone at 50 g/L, initial glucose concentration at 18. 75 g/L, and uracil at 10 mg/L; the optimal conditions were A_(694)at 0. 6, temperature at 36 ℃, and pH at 7. 2. For type 33F, the optimal medium comprised soybean peptone at 50 g/L, initial glucose concentration at 12. 5 g/L, and uracil at 30 mg/L; the optimal conditions were A_(694)at 0. 4, temperature at 37 ℃, and pH at 6. 8.ConclusionThe optimized fermentation medium and fermentation conditions can be applied to the research and production of 24-valent pneumococcal polysaccharide vaccine.
5.Prenatal phenotype and genetic analysis of two fetuses with Osteocraniostenosis due to variants of FAM111A gene.
Lingyi ZHANG ; Zhigang ZHANG ; Xingguang WANG ; Yanyan LI
Chinese Journal of Medical Genetics 2026;43(2):96-101
OBJECTIVE:
To investigate the prenatal manifestation and genetic basis for two fetuses suspected for Osteocraniostenosis (OCS).
METHODS:
Two fetuses undergoing invasive prenatal diagnosis at Cangzhou People's Hospital in April and August 2021 for short long bones and abnormal skull morphology were selected as the study subjects. Clinical data were collected and analyzed. Genomic DNA was extracted from amniotic fluid and peripheral blood samples of the two couples. Candidate variants were validated by Sanger sequencing. Literature was retrieved from CNKI, Wanfang Data Knowledge Service Platform and PubMed using keywords including "FAM111A gene", "gracile bone dysplasia", "FAM111A" and "osteocraniostenosis" from January 1, 2000 to June 30, 2025. This study was approved by the Medical Ethics Committee of the hospital (Ethics No.: K2020-049).
RESULTS:
Fetus 1 was found to have short limbs, abnormal skull morphology and shallow cerebral sulci. Fetus 2 showed short limbs, irregular skull halo, prominent forehead and bilateral frontal narrowing. Trio-WES revealed that fetus 1 has carried a heterozygous missense variant c.1582G>C (p.Asp528His) in exon 4 of the FAM111A gene, which was unreported previously. Fetus 2 has harbored a heterozygous in-frame deletion c.1020_1022delTTC (p.Ser343del) in exon 6 of the FAM111A gene, which has been recorded as likely pathogenic by the ClinVar and HGMD databases. Sanger sequencing confirmed that the parents of both fetuses were wild-type for the variant sites. A total of 9 previously reported patients with FAM111A-related gracile bone dysplasia/OCS from 4 publications were retrieved. The main clinical features included intrauterine growth restriction, hypomineralized skull, gracile long bones with narrow medullary cavities and characteristic facial anomalies, which were in large in keeping with the prenatal features of the two fetuses.
CONCLUSION
Both fetuses were diagnosed with FAM111A-related OCS based on the characteristic prenatal findings and identification of the FAM111A variants. Above finding expanded the phenotypic spectrum of FAM111A-associated disorders and provided clues for the prenatal diagnosis and genetic counseling.
Humans
;
Female
;
Pregnancy
;
Prenatal Diagnosis
;
Phenotype
;
Fetus
;
Male
;
Bone Diseases, Developmental/genetics*
;
Adult
6.Mechanisms of Modified Xiexintang Ointment in Promoting Healing of Deep Second-degree Scald Wounds in Mice
Changhe LIU ; Dandan JIAN ; Huani LI ; Yanyan WANG ; Hongyi LIU
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(18):134-142
ObjectiveTo investigate the pharmacological effects of modified Xiexintang ointment on anti-infection and promotion of wound healing in mice with deep second-degree scalds, as well as its underlying mechanisms. MethodsA mouse model of deep second-degree scald was established and mice were randomly divided into six groups: blank group, model group, positive control group (Jingwanhong ointment, 0.1 g·cm-2), low-, medium-, and high-dose modified Xiexintang ointment group (0.05, 0.1, and 0.2 g·cm-2), with 10 mice in each group. Treatment was administered for 16 days. Wound recovery was recorded by photography, and the wound healing rate was calculated. Hematoxylin-eosin (HE) staining was used to observe histopathological changes in the scalded skin tissues. The levels of inflammatory cytokines, including interleukin-1β (IL-1β), interleukin-6 (IL-6), and tumor necrosis factor-α (TNF-α), were measured by enzyme-linked immunosorbent assay (ELISA). Immunohistochemistry was used to evaluate the expression levels of vascular endothelial growth factor (VEGF) and cluster of differentiation 31 (CD31) in wound tissues. Western blot analysis was performed to determine the protein expression levels of nerve growth factor (NGF), its high-affinity receptor tropomyosin receptor kinase A (TrkA), and its low-affinity receptor nerve growth factor receptor (NGFR). ResultsCompared with the blank group, the burn site in the model group showed swelling and whitening on the day of modeling, followed by hardening and scab formation on the next day. HE staining on day 2 revealed dermal tissue damage, swelling and degeneration of collagen fibers with homogeneous eosinophilic staining, partial destruction of hair follicles and sebaceous glands, and inflammatory cell infiltration in the dermis, indicating successful model establishment. Compared with the model group, from day 8 of treatment, the low-, medium-, and high-dose groups of modified Xiexintang ointment significantly increased the wound healing rate (P<0.01). Compared with the model group, all dose groups significantly promoted thickening of the newly formed epidermis, reduced hemorrhage, decreased inflammatory cell infiltration, and increased neovascularization. Compared with the model group, all dose groups significantly reduced the levels of pro-inflammatory cytokines IL-1β, IL-6, and TNF-α in wound tissues (P<0.01). Meanwhile, the expression levels of angiogenesis-related proteins VEGF and CD31 in wound tissues were significantly increased in all dose groups (P<0.01). Compared with the model group, the protein expression levels of NGF, NGFR, and TrkA were increased in the medium-dose group (P<0.05, P<0.01). With increasing dosage, the high-dose group showed a more pronounced increase in NGF, NGFR, and TrkA expression compared with the model group (P<0.01). ConclusionModified Xiexintang ointment exerts anti-infective and wound-healing effects on skin wounds in mice with deep second-degree scalds. The underlying mechanisms may be related to the regulation of VEGF, CD31, NGF, TrkA, and NGFR protein expression, thereby reducing inflammation and promoting angiogenesis and nerve regeneration at the wound site.
7.Association between executive function and emotional and behavioral problems among first-grade elementary school students
Chinese Journal of School Health 2026;47(7):922-925
Objective:
To explore the association between executive function and emotional and behavioral problems in first-grade elementary school students, so as to provide a reference for promoting children s mental health.
Methods:
From March to May 2024, 423 first-grade elementary school students from 6 primary schools aged 6-7 were selected by using stratified cluster random sampling in Shanxi, Shanghai, Shandong, Guangxi, Xinjiang, and Jiangxi. Data were collected by using the Executive Function Assessment Scale and the Strengths and Difficulties Questionnaire. An independent samples t-test was used to analyze differences in executive function of different genders and differences in emotional and behavioral problems among first-grade school students with varying executive function levels; a linear regression model was employed to analyze the association between children s executive function and emotional and behavioral problems.
Results:
A total of 42 first-grade elementary school students (9.9%) were identified as having executive function deficits. Students in the executive function deficit group scored higher on internalizing behavior (7.50±0.52), externalizing behavior (11.26±0.52), and total difficulties (18.52± 0.93 ) were significantly higher than those of children without deficits (4.37±0.14, 6.69±0.17, 10.64±0.27) ( t =5.79, 8.50, 9.23, all P <0.05). Results of linear regression analysis showed that, after controlling for relevant covariates such as gender, age, family economic status, being an only child, and body mass index, the factor scores, dimensional scores, and total scores of executive function were all positively correlated with scores for externalizing problems, internalizing problems, and total difficulties ( β =0.07-0.32, all P <0.05).
Conclusions
Children s executive function is closely associated with emotional and behavioral problems, and those with poorer executive function exhibit more pronounced emotional and behavioral problems. Improving children s executive function may help promote their mental health.
8.Multi-segment inverted Y-shaped vein transplantation using anterior lateral malleolar venous network for repair of amputated palm injury distal to superficial palmar arch.
Zhao ZHANG ; Yanyan WANG ; Fei GAO ; Yuehai PAN ; Heng HUANG ; Chao LU ; Guozhong WANG ; Zhigang QU ; Benjun BI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(5):628-632
OBJECTIVE:
To explore the effectiveness of multi-segment inverted Y-shaped vein transplantation using the anterior lateral malleolar venous network for repair of amputated palm injury distal to the superficial palmar arch.
METHODS:
Between September 2018 and July 2023, 5 patients with amputated palm injury distal to the superficial palmar arch were treated. There were 3 males and 2 females with an average age of 35.4 years (range, 29-52 years). The time from injury to admission was 1-6 hours (mean, 3.2 hours). The multi-segment inverted Y-shaped vein transplantation in the anterior lateral malleolar venous network were used to repair the common and proper palmar digital arteries; the another anterior lateral malleolar venous network was used to repair the dorsal vein of the hand. The soft tissue defect of dorsal hand in 1 patient was repaired with the pedicled ilioinguinal flap, and the wound at the donor site was directly sutured. Postoperative treatment included anti-infection therapy, antispasmodic therapy, and thrombosis prevention measures.
RESULTS:
The partial necrosis of the fingertip of the thumb occurred in 1 case, and the marginal necrosis of the abdominal flap after operation occurred in 1 case. The remaining fingers showed good blood supply with normal tension. The incision at donor site of the abdominal flap healed by first intention. All patients were followed up 8-41 months (median, 19 months). At last follow-up, the hand contour was satisfactory; the grasping function, opposition function, and proprioception recovered, and two-point discrimination ranged from 5 to 7 mm (mean, 6 mm). According to the upper extremity function evaluation criteria issued by Hand Surgery Society of the Chinese Medical Association, the functional outcomes were excellent in 3 cases, good in 1 case, and fair in 1 case.
CONCLUSION
The multi-segment inverted Y-shaped vein transplantation using the anterior lateral malleolar venous network for repairing defects in the common and proper palmar digital arteries distal to the superficial palmar arch offers advantages such as superficial location, flexible harvesting, and high compatibility. This technique has demonstrated favorable outcomes in complex transmetacarpal amputation reconstruction.
Humans
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Adult
;
Male
;
Female
;
Hand Injuries/surgery*
;
Middle Aged
;
Plastic Surgery Procedures/methods*
;
Veins/transplantation*
;
Surgical Flaps/blood supply*
;
Hand/surgery*
;
Treatment Outcome
;
Soft Tissue Injuries/surgery*
9.Design and Verification of a Human Energy Metabolism Detection System Based on Breath-by-Breath Method.
Chendong LI ; Wei FANG ; Youcai WANG ; Yanyan CHEN ; Wei CAO ; Jun XU ; Yuyang WANG ; Fei YANG ; Zijun HE ; Yining SUN
Chinese Journal of Medical Instrumentation 2025;49(2):197-203
OBJECTIVE:
To accurately measure human energy metabolism with high temporal resolution, a respiratory gas analysis system was designed using a breath-by-breath approach.
METHODS:
Firstly, indirect calorimetry was employed in respiratory gas analysis to measure the respiratory flow and concentration signals in real-time. Secondly, oxygen consumption
Humans
;
Energy Metabolism
;
Breath Tests/instrumentation*
;
Calorimetry, Indirect/instrumentation*
;
Equipment Design
10.Expression of SLC7A11, GPX4 and ACSL4 in nasopharyngeal carcinoma and their correlation with radiotherapy resistance.
Donghui YAN ; Yanyan ZHENG ; Ningxiang ZENG ; Hongxun GONG ; Yanqiu HUANG ; Maoxin WANG
Journal of Clinical Otorhinolaryngology Head and Neck Surgery 2025;39(5):462-469
Objective:To explore the correlation between ferroptosis-related proteins SLC7A11, GPX4, ACSL4 and the radiosensitivity and prognosis of nasopharyngeal carcinoma. And to investigate the potential of these proteins as molecular markers for predicting the radiosensitivity of nasopharyngeal carcinoma. Methods: A retrospective analysis was conducted on 52 cases of nasopharyngeal carcinoma (nasopharyngeal carcinoma group) and 20 cases of chronic nasopharyngiti s(control group). The relevant clinical data were reviewed, and paraffin-embedded tissue blocks were collected for study. The expressions of SLC7A11, GPX4, and ACSL4 in pathological specimens were detected by immunohistochemical staining. The expression differences of ferroptosis-related proteins between the nasopharyngeal carcinoma group and the control group were analyzed. The nasopharyngeal carcinoma group was further divided based on the protein expression levels into high and low expression subgroups for SLC7A11, GPX4, and ACSL4. Subsequently, a differential analysis of clinical data and survival analysis was conducted for each of these subgroups. Finally, logistic regression analysis was performed to identify the factors influencing radiotherapy resistance in nasopharyngeal carcinoma. Results:①The differential analysis revealed that, compared to the control group, the nasopharyngeal carcinoma group exhibited significantly higher expression of SLC7A11 and GPX4, and lower expression of ACSL4 (P<0.05). ②Notably, the proportion of patients displaying radioresistance was higher in the SLC7A11 and GPX4 high expression groups compared to their respective low expression groups (P<0.05). However, the proportion of radioresistance in the ACSL4 high expression group was lower than that in the ACSL4 low expression group (P<0.05). Survival analysis indicated that the 5-year overall survival rate was lower in the SLC7A11 and GPX4 high expression groups compared to their respective low expression groups(P<0.05). However, the 5-year overall survival rate of the ACSL4 high expression group was higher than that of the ACSL4 low expression group(P<0.05). ③logistic regression analysis showed that SLC7A11 and GPX4 was an independent risk factor for radioresistance in patients with nasopharyngeal carcinoma(P<0.05). Conclusion:Nasopharyngeal carcinoma tissues over-express SLC7A11, GPX4, and under-express ACSL4. Over-expression of SLC7A11 and GPX4 are independent risk factors for radioresistance in patients with nasopharyngeal carcinoma. The inhibition of ferroptosis may be related to the occurrence, progression and radioresistance of nasopharyngeal carcinoma. Detection of the expression of SLC7A11, GPX4, and ACSL4 has guiding significance for the evaluation of radiosensitivity and prognosis of patients with nasopharyngeal carcinoma.
Humans
;
Nasopharyngeal Carcinoma/radiotherapy*
;
Nasopharyngeal Neoplasms/pathology*
;
Coenzyme A Ligases/metabolism*
;
Radiation Tolerance
;
Phospholipid Hydroperoxide Glutathione Peroxidase
;
Amino Acid Transport System y+/metabolism*
;
Prognosis
;
Long-Chain-Fatty-Acid-CoA Ligase
;
Retrospective Studies
;
Ferroptosis
;
Male
;
Female
;
Middle Aged


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