1.A Diagnostic Trap: Ectopic ACTH Cushing Syndrome With Incidental Pituitary Microadenoma
Khai Seong Khor ; Ying Jie Tan ; Lay Ang Lim
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):25-
Introduction:
Ectopic adrenocorticotropic hormone (ACTH)-dependent
Cushing syndrome is a rare but important cause of
hypercortisolism and can be difficult to diagnose,
particularly in the presence of incidental pituitary lesions.
Case:
A 21-year-old patient presented with recurrent severe
hypokalemia, normotension, and rapid weight gain. The
hypokalemia was persistent, requiring multiple hospital
admissions and ongoing potassium supplementation.
Biochemical evaluation confirmed ACTH-dependent
Cushing syndrome with elevated ACTH (27.4 pmol/L),
elevated late-night salivary cortisol, and failure of
suppression on low-dose dexamethasone suppression
testing (cortisol 875 nmol/L). Pituitary magnetic resonance
imaging demonstrated a 0.5 × 0.3 cm microadenoma, raising
suspicion for a pituitary source. However, inferior petrosal
sinus sampling (IPSS) showed no central-to-peripheral
ACTH gradient, excluding Cushing disease. Computed
tomography of the thorax revealed a 0.6 cm right middle
lobe pulmonary nodule. Gallium-68 DOTATATE PET-CT
demonstrated increased somatostatin receptor uptake,
confirming the lesion as the likely ectopic ACTH source.
The lesion was not amenable to bronchoscopic resection,
and the patient was referred for cardiothoracic surgical
excision.
During the course of illness, the patient developed
resistant hypertension and worsening hypokalemia
requiring high-dose potassium supplementation and
multiple antihypertensive agents. Medical therapy with
ketoconazole and metyrapone was initiated for cortisol
control while awaiting definitive surgical resection.
Conclusion
This case highlights an aggressive and atypical presentation
of ectopic ACTH syndrome in a young patient, initially
presenting with isolated hypokalemia but rapidly
progressing to severe hypercortisolism. It underscores the
importance of early recognition, appropriate localization
with IPSS, and timely initiation of medical therapy to
control cortisol excess prior to definitive surgery.
Cushing Syndrome
;
Adrenocorticotropic Hormone
2.Risk Assessment for Ramadan Fasting in People With Diabetes in Hospital-Based Diabetes Clinics Using the Updated 2026 IDF-DAR Risk Calculator
Raja Nurazni Raja Azwan ; Chin Voon Tong ; Lisa Mohamed Nor ; Marisa Khatijah Borhan ; Syarifah Syahirah Syed Abas ; Poh Shean Wong ; Ying Jie Tan ; Shartiyah Ismail ; Eunice Yi Chwen Lau ; Yueh Chien Kuan ; Noor Hafis Md Tob ; Shu Teng Chai ; Pei Lin Chan ; Xe Hui Lee ; Wei Wei Ng ; Jin Hui Ho ; Miza Hiryanti Zakaria ; Rabeah Md Zuki ; Wan Mohd Hafez Wan Hamzah ; Melissa Vergis ; Choon Peng Sun ; Vanusha Devaraja Pillai ; Chee Koon Low ; Shazatul Reza Mohd Redzuan ; Xin-Yi Ooi ; Siti Sanaa Wan Azman ; Deviga Lachumanan ; Saiful Shahrizal Shudim ; Zanariah Hussein
Journal of the ASEAN Federation of Endocrine Societies 2026;41(S1):42-43
Introduction:
The 2021 IDF-DAR risk calculator had been previously
evaluated in multiple studies and subsequently widely
accepted and applied in clinical practice as a practical
standardized tool for patient risk stratification. Recently
updated, the 2026 IDF-DAR Risk calculator enables a more individualized, evidence-related evaluation of patientrelated and disease-related risk factors, incorporating
modern diabetes technologies, including continuous
glucose monitoring (CGM), automated insulin delivery
(AID) systems, and advanced insulin formulations to
enhance risk stratification. This tool allows medical
professionals to tailor Ramadan practices based on overall
factors toward promoting safe fasting.
Methodology:
This prospective multicentre observational study recruited
adults with Type 1 and Type 2 diabetes attending public
hospitals nationwide. People with diabetes (PwD) intending
to perform Ramadan fasting were invited to participate
and assessed using the 2026 IDF-DAR Risk Calculator in
the 6-week pre-Ramadan period between 30th January and
19th March 2026.
Results:
A total of 458 PwD were evaluated and stratified into low
(15.7%), moderate (41%), and high risk (43.3%) categories.
Most participants had Type 2 diabetes (83.6%), with 60.3%
having a disease duration exceeding 10 years and 43%
exhibiting poor glycemic control (hemoglobin A1c >9%).
Insulin therapy was used by 76.4% of participants, including
two individuals with Type 1 diabetes using AID systems.
Most participants reported no recent hypoglycemia (76.4%),
81.0% performed glucose monitoring, and 3.3% used CGM.
Severe comorbidities were uncommon, with 1.1% having
unstable macrovascular disease and 4.4% advanced chronic
kidney disease (estimated glomerular filtration rate <30).
Notably, 72.2% received structured Ramadan education.
Conclusion
Majority of PwD attending tertiary diabetes clinics were
in the moderate- to high-risk category and intended to
fast despite medical advice against fasting in some cases.
Although most participants were on insulin therapy,
hypoglycemia was low in the pre-Ramadan period.
Integration of modern technologies, advanced insulin
therapies, and structured education may support safer
fasting practices.
Risk Assessment
;
Diabetes Mellitus
;
Hospitals
;
Fasting
3.Effectiveness of Lianhua Qingwen Granule and Jingyin Gubiao Prescription in Omicron BA.2 Infection and Hospitalization: A Real-World Study of 56,244 Cases in Shanghai, China.
Yu-Jie ZHANG ; Guo-Jian LIU ; Han ZHANG ; Chen LIU ; Zhi-Qiang CHEN ; Ji-Shu XIAN ; Da-Li SONG ; Zhi LIU ; Xue YANG ; Ju WANG ; Zhe ZHANG ; Lu-Ying ZHANG ; Hua FENG ; Yan-Qi ZHANG ; Liang TAN
Chinese journal of integrative medicine 2025;31(1):11-18
OBJECTIVE:
To examine the effectiveness of Chinese medicine (CM) Lianhua Qingwen Granule (LHQW) and Jingyin Gubiao Prescription (JYGB) in asymptomatic or mild patients with Omicron infection in the shelter hospital.
METHODS:
This single-center retrospective cohort study was conducted in the largest shelter hospital in Shanghai, China, from April 10, 2022 to May 30, 2022. A total of 56,244 asymptomatic and mild Omicron cases were included and divided into 4 groups, i.e., non-administration group (23,702 cases), LHQW group (11,576 cases), JYGB group (12,112 cases), and dual combination of LHQW and JYGB group (8,854 cases). The length of stay (LOS) in the hospital was used to assess the effectiveness of LHQW and JYGB treatment on Omicron infection.
RESULTS:
Patients aged 41-60 years, with nadir threshold cycle (CT) value of N gene <25, or those fully vaccinated preferred to receive CM therapy. Before or after propensity score matching (PSM), the multiple linear regression showed that LHQW and JYGB treatment were independent influence factors of LOS (both P<0.001). After PSM, there were significant differences in LOS between the LHQW/JYGB combination and the other groups (P<0.01). The results of factorial design ANOVA proved that the LHQW/JYGB combination therapy synergistically shortened LOS (P=0.032).
CONCLUSIONS
Patients with a nadir CT value <25 were more likely to accept CM. The LHQW/JYGB combination therapy could shorten the LOS of Omicron-infected individuals in an isolated environment.
Humans
;
Drugs, Chinese Herbal/therapeutic use*
;
Male
;
Female
;
Middle Aged
;
Adult
;
China/epidemiology*
;
Hospitalization
;
COVID-19 Drug Treatment
;
COVID-19/epidemiology*
;
SARS-CoV-2
;
Retrospective Studies
;
Treatment Outcome
;
Length of Stay
;
Young Adult
;
Aged
4.Pathogenicity and Transcriptomic Profiling Revealed Activation of Apoptosis and Pyroptosis in Brain of Mice Infected with the Beta Variant of SARS-CoV-2.
Han LI ; Bao Ying HUANG ; Gao Qian ZHANG ; Fei YE ; Li ZHAO ; Wei Bang HUO ; Zhong Xian ZHANG ; Wen WANG ; Wen Ling WANG ; Xiao Ling SHEN ; Chang Cheng WU ; Wen Jie TAN
Biomedical and Environmental Sciences 2025;38(9):1082-1094
OBJECTIVE:
Patients with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection frequently develop central nervous system damage, yet the mechanisms driving this pathology remain unclear. This study investigated the primary pathways and key factors underlying brain tissue damage induced by the SARS-CoV-2 beta variant (lineage B.1.351).
METHODS:
K18-hACE2 and C57BL/6 mice were intranasally infected with the SARS-CoV-2 beta variant. Viral replication, pathological phenotypes, and brain transcriptomes were analyzed. Gene Ontology (GO) analysis was performed to identify altered pathways. Expression changes of host genes were verified using reverse transcription-quantitative polymerase chain reaction and Western blot.
RESULTS:
Pathological alterations were observed in the lungs of both mouse strains. However, only K18-hACE2 mice exhibited elevated viral RNA loads and infectious titers in the brain at 3 days post-infection, accompanied by neuropathological injury and weight loss. GO analysis of infected K18-hACE2 brain tissue revealed significant dysregulation of genes associated with innate immunity and antiviral defense responses, including type I interferons, pro-inflammatory cytokines, Toll-like receptor signaling components, and interferon-stimulated genes. Neuroinflammation was evident, alongside activation of apoptotic and pyroptotic pathways. Furthermore, altered neural cell marker expression suggested viral-induced neuroglial activation, resulting in caspase 4 and lipocalin 2 release and disruption of neuronal molecular networks.
CONCLUSION
These findings elucidate mechanisms of neuropathogenicity associated with the SARS-CoV-2 beta variant and highlight therapeutic targets to mitigate COVID-19-related neurological dysfunction.
Animals
;
COVID-19/genetics*
;
Mice
;
Brain/metabolism*
;
Apoptosis
;
Mice, Inbred C57BL
;
SARS-CoV-2/physiology*
;
Pyroptosis
;
Gene Expression Profiling
;
Transcriptome
;
Male
;
Female
5.Piezo2 mediates mechanical allodynia in rats with low back pain induced by simulated helicopter low-frequency vibration
Yu TIAN ; Hongzhen LIU ; Jie ZHANG ; Botao TAN ; Ying YIN ; Ce YANG
Journal of Army Medical University 2025;47(16):1894-1903
Objective To explore the role and mechanism of mechanically sensitive ion channel Piezo2 in mechanical allodynia of rats with low back pain induced by simulating the low-frequency vibration of a helicopter.Methods Low-frequency vibration(LFV)model with 3-dimensional 6 degrees of freedom was used to induce low back pain in awake rats in a sitting position.Twenty-four male SD rats(8 weeks old)were randomly divided into control(Ctrl)group and LFV group.HE staining was used to evaluate the injury of the multifidus muscle.Von Frey test was carried out to detect pain sensitivity.Open field test was employed to assess the spontaneous activity and anxiety.ELISA,Western blotting and immunofluorescence staining were performed to detect the expression of NGF,TrkA and downstream molecule Piezo2.Dorsal root ganglia(DRG)neurons was isolated from SD rats and primarily cultured.After identified with immunofluorescence staining,the neurons were divided into the Ctrl group,the LFV group,and the LFV+D-GsMTx4(D-G4,an Piezo2 channel antagonist)group.Western blotting was used to detect the protein expression of Piezo2,and a calcium ion fluorescent probe was utilized to detect the intracellular Ca2+.The DRG neurons were pretreated with 50 ng/mL NGF for 1 h.Calcium ion fluorescent probe was used to observe the changes in intracellular Ca2+in the LFV group,the LFV+NGF group,and the LFV+NGF+D-G4 group.Results The rats of the LFV group showed abnormal morphology in multifidus muscles,accompanied with inflammatory cell infiltration,decreased paw withdrawal reflex threshold(P<0.05),and shortened total active time and active time in the centre,and decreased distance traveled in the centre(P<0.05),while prolonged total stationary time,stationary time in the periphery,and increased distance traveled in the periphery(P<0.05),and moreover,enhanced expression of Piezo2,NGF and TrkA in the DRG tissues(P<0.05).Cell experiments showed that compared with the Ctrl group,the expression of Piezo2 in the neurons was increased(P<0.05),and the intracellular Ca2+level was significantly elevated in the LFV group(P<0.05).Compared with the LFV group,the Ca2+level was higher in the LFV+NGF group(P<0.05),and the sensitization effect of NGF on Piezo2 was reversed after D-G4 treatment(P<0.05).Conclusion Sustained low-frequency vibration induces low back pain and mechanical allodynia in rats through the NGF-TrkA/Piezo2 pathway.
6.A Sensitive Lateral Flow Immunoassay for Detection of Interleukin-6 Using Carbon Dots-Mesoporous Silica Nanocomposite Fluorescent Probes
Yue-Qian YANG ; Peng-Yue WANG ; Jia-Qi REN ; Xiao PAN ; Feng-Hua TAN ; Yu-Jie MA ; Cong-Ying WEN ; Jing-Bin ZENG
Chinese Journal of Analytical Chemistry 2025;53(9):1467-1475
In this study,a sensitive lateral flow immunoassay(LFIA)platform based on carbon dots-mesoporous silica nanocomposite(CD-MSNs)fluorescent probes was constructed for high-performance detection of inflammatory marker interleukin-6(IL-6).Green fluorescent carbon dots(CDs)were prepared by hydrothermal method with 3,9-perylenic acid and 3-aminopropyltriethoxysilane(APTES)as raw materials,and highly fluorescent CD-MSNs composites were then constructed by encapsulating the prepared CDs in mesoporous silica nanoparticles(MSNs).Fluorescent probes were prepared by covalent coupling of CD-MSNs with IL-6 antibody.Fluorescent immunochromatographic test strips were constructed by spraying IL-6 capture antibody and goat anti-mouse IgG on nitrocellulose membrane as detection line(T-line)and quality control line(C-line),respectively.The fluorescence immunoassay analyzer was used to quantitatively detect the fluorescence intensity of T-line,and the experimental results showed that the LFIA platform based on this probe had a good linear relationship in IL-6 concentration range of 102-106 pg/mL,and the detection limit was 64 pg/mL,which was two orders of magnitude more sensitive than that of the traditional colloidal gold test strips.This method effectively solved the issue of insufficient sensitivity of traditional LFIA technique,and provided a rapid and highly sensitive detection method for early diagnosis of inflammatory diseases.
7.Effect and mechanism of salt-processed Phellodendri Chinensis Cortex in improving insulin resistance based on network pharmacology and experimental verification.
Jin-Jie LEI ; Yang-Miao XIA ; Shang-Ling ZHAO ; Rui TAN ; Ling-Ying YU ; Zhi-Min CHEN
China Journal of Chinese Materia Medica 2025;50(9):2373-2381
This study explores the therapeutic differences and mechanisms of salt-processed Phellodendri Chinensis Cortex in improving insulin resistance(IR) based on network pharmacology, molecular docking, and cellular experiments. The components and intersection targets of Phellodendri Chinensis Cortex in improving IR were collected from databases, and a "drug-component-target-disease" network and protein-protein interaction(PPI) network were constructed to screen core components and targets. A total of 29 active components and 240 intersection targets were identified, of which 13 were core targets. Gene Ontology(GO) and Kyoto Encyclopedia of Genes and Genomes(KEGG) pathway enrichment analyses were used to identify key signaling pathways, and molecular docking was performed to validate the binding activity between core components and targets. An IR model in HepG2 cells was induced using insulin combined with high glucose, and the effects of Phellodendri Chinensis Cortex before and after salt-processing on cell glucose consumption were evaluated. The expression of proteins related to the mitogen-activated protein kinase(MAPK) and phosphatidylinositol 3-kinase(PI3K)-protein kinase B(AKT) signaling pathways was detected by Western blot. The cellular experimental results showed that, compared with the model group, glucose consumption in the drug-treated groups was significantly increased(P<0.01), the phosphorylation level of extracellular regulated protein kinase(ERK) was decreased(P<0.05), the phosphorylation levels of PI3K and AKT were increased, and the expression of glucose transporter 4(GLUT4) was also upregulated(P<0.05). Furthermore, the effect of salt-processed Phellodendri Chinensis Cortex was better than that of raw Phellodendri Chinensis Cortex. The study demonstrates that Phellodendri Chinensis Cortex, both before and after salt-processing, improves IR by regulating the expression of related proteins in the MAPK and PI3K-AKT signaling pathways, with enhanced effects after salt-processing.
Humans
;
Network Pharmacology
;
Phellodendron/chemistry*
;
Insulin Resistance
;
Drugs, Chinese Herbal/chemistry*
;
Hep G2 Cells
;
Signal Transduction/drug effects*
;
Molecular Docking Simulation
;
Protein Interaction Maps/drug effects*
;
Proto-Oncogene Proteins c-akt/genetics*
;
Phosphatidylinositol 3-Kinases/genetics*
;
Glucose/metabolism*
8.Causal relationship between gout and Alzheimer's disease: a two-sample Mendelian randomization analysis
Chuijia KONG ; Ying ZHANG ; Zhenkun TAN ; Junjiao PING ; Haibo ZHANG ; Jie ZHANG ; Jiali LUO ; Xinxia LIU
Sichuan Mental Health 2025;38(2):115-122
BackgroundDementia seriously affects the quality of life and lifespan of elderly people, with Alzheimer's disease (AD) being the most common type of dementia. Previous studies have suggested that gout may reduce the risk of developing AD, but the causal relationship between the two still requires further research. ObjectiveTo investigate the potential causal relationship between gout and AD through a two-sample Mendelian randomization (MR) analysis, so as to provide references for the prevention and treatment of AD. MethodsData from Genome-Wide Association Studies (GWAS) extracted in 2024 were analyzed, using pooled data on gout (6 810 cases in the case group and 477 788 cases in the control group) published by UK Biobank in 2021 as the exposure variable, and data on AD (3 899 cases in the case group and 214 893 cases in the control group) published by FinnGen in the same year as the outcome variable. The inverse-variance weighted, MR-Egger regression, weighted median estimation, simple model and weighted model were used to analyze the potential causal relationship between gout and AD. Pleiotropic effects were assessed using MR-Egger regression. Heterogeneity assessment was conducted using Cochran's Q test. The leave-one-out analysis was carried out for sensitivity analysis. And a funnel plot was drawn to detect potential publication bias. ResultsThe inverse-variance weighted analysis demonstrated a negative causal relationship between gout and AD (OR=0.004, 95% CI: 0~0.700, P<0.05). The plot resembled a symmetrical inversed funnel, indicating the absence of publication bias. No heterogeneity was detected by Cochran's Q test. The MR-Egger regression indicated no significant horizontal pleiotropy. Concerning the reverse directions, no significant associations between AD and gout were noted. ConclusionThere is a negative causal relationship between gout and AD, with gout potentially reducing the risk of developing AD. [Funded by The Third Batch of Social Welfare and Basic Research Projects (Medical and Health) of Zhongshan City in 2022 (number, 2022B3017)]
9.Exercise-induced Modulation of Ferroptosis: Potential Mechanisms for Improvement in Parkinson’s Disease
Dong-Lei LU ; Wen-Yu ZHANG ; Si-Jie TAN ; Feng-Ying YANG
Progress in Biochemistry and Biophysics 2024;51(11):2880-2896
Parkinson’s disease (PD) is a neurodegenerative disorder characterized by muscle rigidity, resting tremor, and postural instability, which severely impair the quality of life in middle-aged and elderly individuals. PD’s pathogenesis is complex, involving oxidative stress, immune inflammation, and genetic factors. Despite extensive research, precise therapeutic targets for PD remain elusive, necessitating further investigation into its underlying mechanisms. Recent studies highlight the pivotal role of regional brain iron overload, oxidative stress, and lipid peroxidation in PD’s pathogenesis. Ferroptosis, a form of regulated cell death driven by iron dependency and lipid peroxidation, has emerged as a critical factor in PD pathology. This review examines the relationship between ferroptosis and PD and explores the potential of exercise as a therapeutic intervention to modulate ferroptosis and alleviate PD symptoms. Ferroptosis, distinct from other forms of cell death such as necrosis, autophagy, pyroptosis, and apoptosis, is characterized by mitochondrial shrinkage, reduced cristae, and membrane collapse, without nuclear fragmentation, DNA cleavage, or caspase activation. It is induced by the accumulation of intracellular Fe2+, which enhances lipid peroxidation and reactive oxygen species (ROS) generation, ultimately leading to cell death. Studies show disrupted iron metabolism in PD patients, with elevated iron levels in dopaminergic neurons of the substantia nigra correlating with disease severity. Iron chelation therapy has shown promise in alleviating PD symptoms by reducing brain iron levels, highlighting the significance of iron metabolism in PD pathogenesis. Lipid peroxidation, a hallmark of ferroptosis, involves the oxidation of polyunsaturated fatty acids (PUFAs) in cell membranes, compromising membrane integrity and increasing permeability. Elevated lipid peroxidation in the substantia nigra contributes to neuronal damage in PD. Enzymes such as ACSL4 and LPCAT3, crucial in PUFA metabolism, play significant roles in ferroptosis. Exercise has been shown to modulate these enzymes, potentially reducing lipid peroxidation and preventing ferroptosis in PD. Glutathione (GSH) metabolism is another crucial factor in ferroptosis regulation. GSH depletion impairs ROS detoxification, exacerbating oxidative stress and lipid peroxidation. PD patients exhibit reduced GSH levels in the substantia nigra, making dopaminergic neurons more vulnerable to oxidative damage. Exercise enhances GSH synthesis and activity, mitigating oxidative stress and ferroptosis in PD. α-Synuclein aggregation, a hallmark of PD, is closely linked to iron metabolism and oxidative stress. Excessive α‑synuclein binds to iron, promoting its aggregation and inducing ferroptosis. Exercise has been found to reduceα-synuclein accumulation and its pathological phosphorylation, potentially through the upregulation of neuroprotective proteins like DJ-1 and Irisin. These proteins enhance antioxidant defenses and facilitate α‑synuclein degradation, providing a protective effect against PD progression. Additionally, glutamate excitotoxicity, driven by dysregulated glutamate metabolism and receptor activity, contributes to ferroptosis in PD. Exercise modulates glutamate levels and receptor expression, reducing excitotoxicity and iron-induced neuronal damage. In conclusion, emerging research suggests that exercise may inhibit ferroptosis through multiple mechanisms, including regulation of iron metabolism, enhancement of antioxidant defenses, reduction of α-synuclein aggregation, and modulation of glutamate metabolism. These findings highlight the potential of exercise as a non-pharmacological intervention in the prevention and treatment of PD. Further research is needed to elucidate precise mechanisms and optimize exercise protocols for maximum therapeutic benefit.
10.Establishment and validation of depressive symptom predictive model in middle school students
TAN Zhenkun, ZHANG Zhuo, ZHANG Ying, PING Junjiao, LUO Jiali, ZHANG Jie, LIU Xinxia
Chinese Journal of School Health 2024;45(7):998-1002
Objective:
To investigate the influencing factors of depressive symptoms and to construct and verify the prediction model of depressive symptoms in middle school students, so as to provide risk assessment tools for effectively screening depressive symptom.
Methods:
Physical examination and questionnaire survey were conducted among middle school students in one city in Guangdong Province from September to October in 2021 ( n =2 376) and from September to October in 2022 ( n =4 344) by a multistage cluster sampling method, and a nomographic prediction model of depressive symptoms in middle school student was constructed. The questionnaire survey was conducted using the student health status and influencing factors questionnaire (secondary school version) and the Center for Epidemiological Studies Depression Scale (CES-D) to measure the lifestyle and depressive symptom of middle school students.
Results:
The detection rate of depressive symptoms in 2021 was 23.3%. Multivariate Logistic regression analysis showed that irregular breakfast ( OR =2.64), school bullying ( OR =4.28), being beaten by parents ( OR =2.86), using mobile devices for a long time ( OR =1.08) and sitting for a long time ( OR =1.05) were positively related to depressive symptoms in middle school students ( P <0.05). Long sleep duration ( OR =0.78) and outdoor activity durations of 1-<2, 2-<3 and ≥3 h/d (compared with <1 h/d, OR =0.63, 0.61, 0.49) were negatively related to depressive symptoms in middle school students ( P < 0.05 ). Multivariate Logistic regression analysis showed that 7 statistically signifucant predictive factors constructed a nomogram, and the AUC of the nomogram was 0.77, which had been verified internally and externally with good differentiation and reliability.
Conclusions
The nomogram prediction model of depressive symptoms provides a convenient and effective risk assessment tool for depressive symptoms among middle school students. The life behavior, diet behavior and injury behavior of middle school students play an important role in the formation of depressive symptoms. It should pay attention to the impact of the behavioral factors on the mental health of middle school students.


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