1.Ten-year real-world data analysis of clinical characteristics in treatment-naive patients with highly suspected prostate cancer and PSA level ≥20 ng/mL
Baolong PENG ; Mingzhe CHEN ; Junxin WANG ; Ranlu LIU ; Baojie MA ; Shanqi GUO ; Xingkang JIANG
Journal of Modern Urology 2025;30(1):13-21
[Objective] To analyze the clinicopathological characteristics of treatment-naive patients with highly suspected prostate cancer (PCa) with prostate-specific antigen (PSA) level ≥20 ng/mL, to provide reference for promoting early screening of PCa. [Methods] A retrospective analysis was conducted on the clinical data of treatment-naive patients with PSA level ≥20 ng/mL, undergoing prostate biopsy for highly suspected PCa at the Department of Urology, Tianjin Medical University Second Hospital during Jan.2013 and Jun.2023. The correlation between patients' age, body mass index (BMI), PSA, prostate volume (PV), prostate cancer-specific antigen density (PSAD), prostate imaging reporting and data system (PI-RADS) score, and International Society of Urological Pathology (ISUP) grade with highly suspected PCa metastasis and PSA stratification were analyzed. [Results] A total of 1778 suspected patients were enrolled. Pathological findings confirmed PCa in 1465 cases (82.4%), with 487(33.2%) diagnosed as metastatic PCa. Over the past decade, the number of patients undergoing prostate biopsy for highly suspected PCa and being confirmed has been increasing annually, with the proportion of metastatic cases remaining at around 30%. Compared with those with PSA level being 20-50 ng/mL, patients with PSA level >50 ng/mL had older age, lower BMI, higher PSAD, higher PI-RADS, higher ISUP, more diverse pathological types, and a higher incidence of metastasis (P<0.05) with lower proportion of urban residents. Additionally, analysis of metastatic PCa cases showed that 46.8%(228/487) had oligometastasis (≤5 metastatic lesions), including 99.0% bone metastasis, 4.1% extraregional lymph node metastasis, and 4.3% other organ metastasis. [Conclusion] Over the past 10 years, there has been a continuous increase in the number of treatment-naive biopsied cases and newly diagnosed cases of highly suspicious PCa with PSA level ≥20 ng/mL, while the proportion of metastatic cases remains high. Therefore, proactive efforts should be made to promote early screening of high-risk suspected cases.
2.Effect of Modified Shoutai Pill (寿胎丸加味方) on Inflammatory Reaction and Expression of Endometrial Receptivity-Related Factors in A Rat Model of Polycystic Ovary Syndrome and Miscarriage with High Testosterone-Insulin Resistance
Tingting GUO ; Meng JIANG ; Huaiying YANG ; Xiang JI ; Yuehui ZHANG
Journal of Traditional Chinese Medicine 2025;66(3):275-282
ObjectiveTo explore the possible mechanisms of Modified Shoutai Pill (寿胎丸加味方, MSP) in treating polycystic ovary syndrome (PCOS) with hyperandrogenism, insulin resistance, and miscarriage, focusing on inflammatory response and endometrial receptivity. MethodsThirty female SPF-grade SD rats with regular estrous cycles and in proestrus, and 15 male SPF-grade SD rats were housed together in a 2∶1 ratio at 18:00. At 8:00 next morning, rats showing abundant sperm and vaginal plugs were considered pregnant on the day 0.5. The 30 pregnant rats were randomly divided into three groups, normal group, model group, and MSP group, with 10 rats in each group. From day 0.5 to day 13.5 of pregnancy, the MSP group was given 26.6 g/(kg·d) of the MSP via gavage twice a day for 14 consecutive days. The normal group and the model group received 4 ml of normal saline daily. From day 7.5 to day 13.5 of pregnancy, the rats in the model group and MSP group were intraperitoneally injected with dihydrotestosterone (DHT) and insulin (INS) for 7 consecutive days to establish a PCOS model with hyperandrogenism, insulin resistance, and miscarriage. On day 13.5 of pregnancy, an oral glucose tolerance test (OGTT) was performed to measure blood glucose levels at 0, 30, 60, 90, and 120 minutes. On day 14.5, serum level of progesterone (P4), estradiol (E2), fasting insulin (FINS), interleukin-6 (IL-6), and tumor necrosis factor-alpha (TNF-α) were measured by ELISA. The insulin resistance index (HOMA-IR) was calculated. Embryo implantation, miscarriage rate, and average number of live fetuses were observed. Uterine tissue pathology was examined by HE staining, and mRNA expression of Il-6, Tnf-α, leukemia inhibitory factor (Lif), homeobox gene 10 (Hoxa10), prolactin family 8 subfamily A member 2 (Prl8a2), and insulin-like growth factor-binding protein 1 (Igfbp1) in the uterine tissue was detected by qRT-PCR. ResultsCompared with the normal group, the model group had significantly higher blood glucose level at 0, 30, 60, 90, and 120 minutes, increased miscarriage rate, elevated HOMA-IR, decreased average number of live fetuses, lower level of P4 and E2, higher level of IL-6, TNF-α, and FINS, and higher mRNA expression of Il-6 and Tnf-α in the uterine tissue. The mRNA expression of Lif, Hoxa10, and Prl8a2 was reduced (P<0.05 or P<0.01). The uterus had a dark red color, visible areas of bleeding, fewer embryos with developmental abnormalities, and increased placental necrosis. Pathological examination revealed thrombus in the decidual layer, unclear decidual cell morphology, loose arrangement, scattered distribution, edema degeneration in the cytoplasm, and nuclear shrinkage or disappearance, with extensive infiltration of inflammatory cells. In contrast, compared with the model group, the MSP group showed significantly lower blood glucose level at 0, 30, 60, 90, and 120 min, reduced miscarriage rate, lower HOMA-IR, increased number of live fetuses, higher level of P4 and E2, and lower level of IL-6, TNF-α, and FINS. The mRNA expression of Il-6 and Tnf-α in the uterine tissue was lower, while the expression of Lif, Hoxa10, and Prl8a2 mRNA was higher (P<0.05 or P<0.01). There was significant improvement in uterine and embryo conditions, as well as in uterine tissue pathology. ConclusionThe MSP can reduce the miscarriage rate in a PCOS model with hyperandrogenism, insulin resistance, and miscarriage. Its mechanism may involve inhibiting inflammation, improving endometrial receptivity, and restoring the defects in endometrial decidualization.
3.Construction of an artificial intelligence-driven lung cancer database
Libing YANG ; Chao GUO ; Huizhen JIANG ; Lian MA ; Shanqing LI
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2025;32(02):167-174
Objective To develop an artificial intelligence (AI)-driven lung cancer database by structuring and standardizing clinical data, enabling advanced data mining for lung cancer research, and providing high-quality data for real-world studies. Methods Building on the extensive clinical data resources of the Department of Thoracic Surgery at Peking Union Medical College Hospital, this study utilized machine learning techniques, particularly natural language processing (NLP), to automatically process unstructured data from electronic medical records, examination reports, and pathology reports, converting them into structured formats. Data governance and automated cleaning methods were employed to ensure data integrity and consistency. Results As of September 2024, the database included comprehensive data from 18 811 patients, encompassing inpatient and outpatient records, examination and pathology reports, physician orders, and follow-up information, creating a well-structured, multi-dimensional dataset with rich variables. The database’s real-time querying and multi-layer filtering functions enabled researchers to efficiently retrieve study data that meet specific criteria, significantly enhancing data processing speed and advancing research progress. In a real-world application exploring the prognosis of non-small cell lung cancer, the database facilitated the rapid analysis of prognostic factors. Research findings indicated that factors such as tumor staging and comorbidities had a significant impact on patient survival rates, further demonstrating the database’s value in clinical big data mining. Conclusion The AI-driven lung cancer database enhances data management and analysis efficiency, providing strong support for large-scale clinical research, retrospective studies, and disease management. With the ongoing integration of large language models and multi-modal data, the database’s precision and analytical capabilities are expected to improve further, providing stronger support for big data mining and real-world research of lung cancer.
4.Development status and ethical challenges of artificial intelligence in traditional Chinese medicine
Jiaqing DAI ; Yuxuan JIANG ; Jingnan HU ; Liu YANG ; Lifang GUO
Chinese Medical Ethics 2025;38(2):173-178
In the context of the rapid development of 5G technology, the development of artificial intelligence (AI) in traditional Chinese medicine (TCM) faces new opportunities and challenges. Focusing on how to uphold tradition while innovating in the development of AI in TCM, starting from the current development status of AI in Chinese medicine, including the integration of four diagnostic methods, syndrome differentiation and treatment, auxiliary diagnosis and treatment, research and development of Chinese herbal medicine, prevention and treatment of diseases, knowledge inheritance, and other aspects, this paper discussed the support of policies and technical advancements, as well as development opportunities such as increased demand for health. Regarding machine ethics, data ethics, regulatory review, and other aspects, it also proposed some suggestions that the training algorithm should be improved to assist medical work; data ownership should be clarified to ensure data security; and an AI ethics committee should be set up to improve the review system, aiming to maximize the advantages of smart healthcare and accelerate the modernization of TCM for the benefit of patients and the service of human health.
5.Mechanism of Huangqi Guizhi Wuwutang in Treatment of Sarcopenia Associated with Rheumatoid Arthritis by Improving Skeletal Muscle Homeostasis Through Regulation of Autophagy
Yakun WAN ; Yuan LIU ; Yuan QU ; Jingyu GUO ; Ting LIU ; Zhihui BAI ; Di ZHANG ; Ping JIANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(16):12-23
ObjectiveThis study aims to explore the mechanism of action of Huangqi Guizhi Wuwutang in treating rheumatoid arthritis (RA)-associated sarcopenia by regulating autophagy and improving skeletal muscle homeostasis based on network pharmacology,bioinformatics,machine learning,and animal experiments. MethodsActive ingredients and targets of Huangqi Guizhi Wuwutang were screened using the Traditional Chinese Medicine Systems Pharmacology Database and Analysis Platform (TCMSP),PubChem,and SwissTargetPrediction databases. RA-related datasets were retrieved from the GEO database,and differential genes were screened. Sarcopenia-related targets were searched through GeneCards and the Comparative Toxicology Database (CTD),and autophagy-related gene sets were downloaded from the Human Autophagy Database (HADb). Their intersection was analyzed to identify autophagy-related therapeutic targets,followed by enrichment analysis. A protein-protein interaction (PPI) network was constructed using the STRING database,and key targets were selected using multiple methods. Machine learning was applied to predict models based on the expression profiles of intersecting targets,and nomogram models were constructed based on key targets. Molecular docking of the top four active ingredients with key targets was performed using AutoDockVina. A collagen-induced arthritis (CIA) rat model was established using bovine type Ⅱ collagen,with SD rats divided into groups including a blank group,a model group,and low-,medium-,and high-dose groups of Huangqi Guizhi Wuwutang (2.44,4.88,and 9.76 g·kg-1) and administered for five consecutive weeks. Joint scores and gastrocnemius muscle mass were recorded and analyzed after modeling. Hematoxylin and eosin (HE) staining and Masson's staining were used to observe pathological changes in muscle tissue. Immunofluorescence staining was applied to observe the protein expression levels of myosin heavy chain (MYHC) and insulin-like growth factor-1 (IGF-1) in skeletal muscle. Western blot was used to detect the protein expression levels of autophagy-related proteins ATG5,Beclin1,LC3B,muscle-specific proteins (MuRF1),MaFbx,and MYHC. Real-time quantitative reverse transcription PCR (Real-time PCR) was performed to measure the mRNA expression levels of ATG5,Beclin1,LC3B,MuRF1,MaFbx,and MYHC in muscle tissue. ResultsNetwork pharmacology revealed that Huangqi Guizhi Wuwutang shared 25 common targets with autophagy genes related to RA-associated sarcopenia. The PPI network and machine learning identified six key targets,which were primarily involved in autophagy and inflammatory pathways. Animal experiments showed that compared to the blank group,the model group had significantly higher joint scores (P<0.01) and lower gastrocnemius muscle index (P<0.01). HE staining indicated a significant reduction in the cross-sectional area of gastrocnemius muscle fibers,with notable inflammatory cell infiltration and muscle atrophy in the model group. Masson's staining revealed obvious collagen fiber proliferation and deposition,with significant muscle fibrosis in the model group. The protein and mRNA expression levels of ATG5,Beclin1,LC3B,MuRF1,and MaFbx were significantly increased (P<0.01),while the protein expression of MYHC and IGF1 was significantly downregulated (P<0.01). Compared with the model group,the high-dose group of Huangqi Guizhi Wuwutang showed significantly reduced protein and mRNA expression levels of ATG5,Beclin1,LC3B,MuRF1,and MaFbx (P<0.01) and increased protein expression levels of MYHC and IGF1 (P<0.01). The cross-sectional area of muscle fibers increased,and the muscle cell morphology approached normal. Moreover,pathological abnormalities in the gastrocnemius muscle were significantly improved,with reduced collagen fiber proliferation (P<0.01). ConclusionHuangqi Guizhi Wuwutang can mediate autophagy by regulating the expression of ATG5,Beclin1,LC3B,and IGF1,thereby reducing skeletal muscle catabolism and improving skeletal muscle homeostasis,which contributes to the treatment of RA-associated sarcopenia. The findings provide insight into the mechanisms underlying the effects of Huangqi Guizhi Wuwutang in the treatment of RA-related sarcopenia and offer a reference for its enhanced clinical application.
6.Ameliorative effects and mechanisms of two probiotics combined with Aurantii Fructus Immaturus on functional dyspepsia in rats
Zongnian LI ; Ying XIONG ; Xiaohui GONG ; Lanlan WANG ; Zhongqing GUO ; Linlin JIANG ; Hongying LIU ; Kezhong DENG
China Pharmacy 2025;36(13):1593-1598
OBJECTIVE To investigate ameliorative effects and mechanisms of two probiotics (Bacillus subtilis, Lactobacillus acidophilus) combined with Aurantii Fructus Immaturus (AFI) on functional dyspepsia (FD) in rats. METHODS Rats were randomly divided into blank group, model group, positive control group (domperidone group, 2.7 mg/kg), AFI group (9 g/kg), L. acidophilus group (5×107 cfu/kg), B. subtilis group (5×107 cfu/kg), L. acidophilus+ AFI group (L. acidophilus 5×107 cfu/kg+ AFI 9 g/kg), and B. subtilis+AFI group (B. subtilis 5×107 cfu/kg+AFI 9 g/kg), with 8 rats in each group. Except for the blank group, FD model was established by tail-clamping stimulation+hunger and satiety disorder+swimming exhaustion in other groups. After modeling, each group was given the corresponding drug/probiotic suspensions/physiological saline intragastrically, once a day, for 14 consecutive days. After the last medication, gastric emptying rate and the rate of propulsion of the small intestine in rats were measured; the levels of brain-gut peptide-related indicators [gastrin (GAS), substance P (SP), vasoactive intestinal peptide (VIP), somatostatin (SS) and cholecystokinin (CCK)] in the serum of rats were measured. The pathological morphology of the gastric antrum tissue and duodenal tissue was observed. Cecal contents from the rats were collected for gut microbiota sequencing analysis. The protein expression levels of tyrosine kinase receptor c-Kit and stem cell factor (SCF) in the gastric antrum tissue, as well as Toll-like receptor 4 (TLR4), myeloid differentiation factor 88 (MyD88), and nuclear factor κB (NF-κB) in the duodenal tissue of the rats were detected. RESULTS Compared with the blank group, model group showed significantly lower gastric emptying rate, small intestinal propulsion rate, serum levels of GAS and SP, relative abundance of Firmicutes, Ace, Chao and Sobs indexes of the gut microbiota, and protein levels of SCF and c-Kit in gastric antrum (P<0.05), while serum levels of VIP, SS and CCK, relative abundance of Bacteroidetes, as well as protein expressions of TLR4, MyD88, and NF-κB, were significantly higher (P<0.05). The histological structure JZYC23S53) of the gastric antrum tissue appeared basically normal; however, abnormalities were observed in the duodenal structure, with a significant infiltration of inflammatory cells visible. Compared with the model group, all treatment groups significantly modulated most of the above indexes (P<0.05). The histological structure of the gastric antrum tissue was normal. Except for the B. subtilis group and the B. subtilis+AFI group, the pathological states of the duodenum in the remaining rats gradually recovered. Compared with each single drug group, most of above indexes in rats from each combination group showed further improvement (P<0.05). CONCLUSIONS The combination of AFI with two probiotics can improve gastrointestinal motility in FD rats, and the effect is superior to that of using the drugs alone. The specific underlying mechanisms may be related to the activation of the SCF/c-Kit signaling pathway and the inhibition of the TLR4/MyD88/NF-κB signaling pathway.
7.Study on mechanism of Chanbao zhichuang suppository in treating hemorrhoids based on network pharmacology and metabolomics
Chunfeng GUO ; Xin JIANG ; Ruyang CHENG ; Shumin LIU ; Chunxiang XIE ; Fang LU
China Pharmacy 2025;36(13):1622-1628
OBJECTIVE To explore the mechanism of improvement effect of Chanbao zhichuang suppository (CBZCS) on hemorrhoids in rats through network pharmacology and metabolomics. METHODS A hemorrhoid model was established by subcutaneous injection of rhododendron oil to induce anal swelling. SD rats were divided into blank group (NC group, 0.32 g/kg vaseline), model group (Model group, 0.32 g/kg vaseline), CBZCS low-, medium-, and high-dose groups (CBZCS-L, CBZCS- M, CBZCS-H groups, with dosages of 0.16, 0.32, and 0.64 g/kg respectively), and Mayinglong musk hemorrhoids suppository group (Positive group, 0.32 g/kg), with 9 rats in each group. Anal administration was performed at 6, 12, 24, 48, and 72 hours after modeling. After the last administration, the pathological changes of the anal tissues in rats were observed, and the serum levels of interleukin-6 (IL-6) and tumor necrosis factor-α (TNF-α) in rats were detected. Differential metabolite analysis and enrichment analysis were conducted by metabolomics methods, and the target proteins of CBZCS in treating hemorrhoids were obtained by network pharmacology. The core metabolic pathways were screened by interaction and enrichment analysis of differential metabolites and proteins, and the core proteins were experimentally verified. RESULTS Compared with the NC group, the anal tissues of the Model group showed obvious lesions, and the levels of IL-6 and TNF- α in the serum were significantly increased (P<0.05); compared with the Model group, the pathological damage of the anal tissues in the treatment groups was alleviated to varying degrees, and serum levels of IL-6 in CBZCS-H group, CBZCS-M group, and Positive group as well as serum levels of TNF-α in CBZCS-H group were significantly reduced (P<0.05). The metabolomics results showed that 34 differential metabolites were screened from the anal tissues of rats, and 22 of them showed a return after CBZCS administration. The differential metabolites mainly enriched in arachidonic acid metabolism, histidine metabolism, and glycerophospholipid metabolism. Through the network pharmacology, 138 intersection genes of CBZCS against hemorrhoids were determined. The analysis results showed that differential metabolites and target proteins were mainly enriched in the arachidonic acid metabolism pathway, and the regulation of this pathway might be related to cyclooxygenase-2 (COX-2), Myc proto-oncogene protein (c-MYC), cytochrome P450 1B1 (CYP1B1), interleukin-1β (IL-1β), and IL-6 protein expression. The experimental verification results showed that the expression levels of key proteins (COX-2, c-MYC, CYP1B1, IL-6, IL-1β) in the anal tissues of the Model group were significantly higher than those in the NC group (P<0.05), and the levels of the above proteins in the anal tissues of CBZCS-H group and Positive group were significantly lower than those in the Model group (P<0.05). CONCLUSIONS The mechanism of CBZCS in treating hemorrhoids may be to inhibit the expression of COX-2, c-MYC and CYP1B1 proteins, thereby inhibiting arachidonic acid metabolism and reducing the release of inflammatory factors IL-6 and IL-1β.
8.Preliminary development with reliability and validity testing of health literacy assessment scale for junior high school students
QI Tiantian, ZHU Fan, ZHU Guiyin, GUO Shihao, YANG Shuang, WU Huiyun, HU Bin, JIANG He, MA Yinghua
Chinese Journal of School Health 2025;46(6):816-820
Objective:
To develop and validate a health literacy assessment scale for junior high school students, providing an effective tool for evaluating and monitoring health literacy among Chinese adolescents.
Methods:
Based on school health education policy documents, a health literacy assessment framework was constructed, comprising five horizontal and four vertical dimensions. From May to June and August to September in 2024, the framework was refined through Delphi expert consultations and focus group discussions, leading to the development of the Health Literacy Assessment Scale for Junior High School Students. In September 2024, a convenience sample of 625 students from three junior high schools in Beijing and Tianjin completed the questionnaire. Item analysis, reliability, and validity tests were conducted to evaluate the scale.
Results:
The recovery rate for two rounds of expert consultation questionnaires was 100%. The expert authority coefficients ( Cr ) were 0.86 and 0.87 respectively (both >0.70), with Kendall W values of 0.34 and 0.27 ( P <0.05). The focus group discussions followed a rigorous structure, and after multiple rounds of item screening and revision, the version 3.0 of the junior high school students health literacy assessment scale was developed, comprising 57 items. Three items that failed to meet the comprehensive screening criteria were preliminarily removed, and the final scale contained 54 items. The scale demonstrated excellent reliability, with an overall Cronbach s α coefficient of 0.92 and split half reliability of 0.93. Confirmatory factor analysis [ χ 2/df =2.094, root mean square error of approximation ( RMSEA )=0.042, comparative fit index ( CFI )=0.911, Tucker Lewis index ( TLI )=0.907] indicated good model fit indices.
Conclusions
The preliminary development of the health literacy assessment scale for junior high school students follows a rigorous item screening process with well designed dimensions, demonstrating good reliability and validity, thus serving as an appropriate evaluation tool for adolescent health literacy.
9.PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in nasopharyngeal carcinoma
Ranran FENG ; Yilin GUO ; Meilin CHEN ; Ziying TIAN ; Yijun LIU ; Su JIANG ; Jieyu ZHOU ; Qingluan LIU ; Xiayu LI ; Wei XIONG ; Lei SHI ; Songqing FAN ; Guiyuan LI ; Wenling ZHANG
Journal of Pathology and Translational Medicine 2025;59(1):68-83
Background:
Nasopharyngeal carcinoma (NPC) is characterized by high programmed death-ligand 1 (PD-L1) expression and abundant infiltration of non-malignant lymphocytes, which renders patients potentially suitable candidates for immune checkpoint blockade therapies. Palate, lung, and nasal epithelium clone (PLUNC) inhibit the growth of NPC cells and enhance cellular apoptosis and differentiation. Currently, the relationship between PLUNC (as a tumor-suppressor) and PD-L1 in NPC is unclear.
Methods:
We collected clinical samples of NPC to verify the relationship between PLUNC and PD-L1. PLUNC plasmid was transfected into NPC cells, and the variation of PD-L1 was verified by western blot and immunofluorescence. In NPC cells, we verified the relationship of PD-L1, activating transcription factor 3 (ATF3), and β-catenin by western blot and immunofluorescence. Later, we further verified that PLUNC regulates PD-L1 through β-catenin. Finally, the effect of PLUNC on β-catenin was verified by co-immunoprecipitation (Co-IP).
Results:
We found that PLUNC expression was lower in NPC tissues than in paracancer tissues. PD-L1 expression was opposite to that of PLUNC. Western blot and immunofluorescence showed that β-catenin could upregulate ATF3 and PD-L1, while PLUNC could downregulate ATF3/PD-L1 by inhibiting the expression of β-catenin. PLUNC inhibits the entry of β-catenin into the nucleus. Co-IP experiments demonstrated that PLUNC inhibited the interaction of DEAD-box helicase 17 (DDX17) and β-catenin.
Conclusions
PLUNC downregulates the expression of PD-L1 by inhibiting the interaction of DDX17/β-catenin in NPC.
10.Effect modification of amino acid levels in association between polycyclic aromatic hydrocarbon exposure and metabolic syndrome: A nested case-control study among coking workers
Jinyu WU ; Jiajun WEI ; Shugang GUO ; Huixia XIONG ; Yong WANG ; Hongyue KONG ; Liuquan JIANG ; Baolong PAN ; Gaisheng LIU ; Fan YANG ; Jisheng NIE ; Jin YANG
Journal of Environmental and Occupational Medicine 2025;42(3):325-333
Background Exposure to polycyclic aromatic hydrocarbons (PAHs) is associated with the development of metabolic syndrome (MS). However, the role of amino acids in PAH-induced MS remains unclear. Objective To explore the impact of PAHs exposure on the incidence of MS among coking workers, and to determine potential modifying effect of amino acid on this relationship. Methods Unmatched nested case-control design was adopted and the baseline surveys of coking workers were conducted in two plants in Taiyuan in 2017 and 2019, followed by a 4-year follow-up. The cohort comprised 667 coking workers. A total of 362 participants were included in the study, with 84 newly diagnosed cases of MS identified as the case group and 278 as the control group. Urinary levels of 11 PAH metabolites and plasma levels of 17 amino acids were measured by ultrasensitive performance liquid chromatography-tandem mass spectrometry (UPLC-MS/MS). Logistic regression was used to estimate the association between individual PAH metabolites and MS. Stratified by the median concentration of amino acids, Bayesian kernel machine regression (BKMR) model was employed to assess the mixed effects of PAHs on MS. Due to the skewed data distribution, all PAH metabolites and amino acids in the analysis were converted by natural logarithm ln (expressed as lnv). Results The median age of the 362 participants was 37 years, and 83.2% were male. Compared to the control group, the case group exhibited higher concentrations of urinary 2-hydroxyphenanthrene (2-OHPhe), 9-hydroxyphenanthrene (9-OHPhe), and hydroxyphenanthrene (OHPhe) (P=0.005, P=0.049, and P=0.004, respectively), as well as elevated levels of plasma branched chain amino acid (BCAA) and aromatic amino acid (AAA) (P<0.05). After being adjusted for confounding factors, for every unit increase in lnv2-OHPhe in urine, the OR (95%CI) of MS was 1.57 (1.11, 2.26), and for every unit increase in lnvOHPhe, the OR (95%CI) of MS was 1.82 (1.16, 2.90). Tyrosine, leucine, and AAA all presented a significant nonlinear correlation with MS. At low levels, tyrosine, leucine, and AAA did not significantly increase the risk of MS, but at high levels, they increased the risk of MS. In the low amino acid concentration group, as well as in the low BCAA and low AAA concentration groups, it was found that compared to the PAH metabolite levels at the 50th percentile (P50), the log-odds of MS when the PAH metabolite levels was at the 75th percentile (P75) were 0.158 (95%CI: 0.150, 0.166), 0.218 (95%CI: 0.209, 0.227), and 0.262 (95% CI: 0.241, 0.282), respectively, However, no correlation between PAHs and MS was found in the high amino acid concentration group. Conclusion Amino acids modify the effect of PAHs exposure on the incidence of MS. In individuals with low plasma amino acid levels, the risk of developing MS increases with higher concentrations of mixed PAH exposure. This effect is partly due to the low concentrations of BCAA and AAA.


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