1.Research and Application of Scalp Surface Laplacian Technique
Rui-Xin LUO ; Si-Ying GUO ; Xin-Yi LI ; Yu-He ZHAO ; Chun-Hou ZHENG ; Min-Peng XU ; Dong MING
Progress in Biochemistry and Biophysics 2025;52(2):425-438
Electroencephalogram (EEG) is a non-invasive, high temporal-resolution technique for monitoring brain activity. However, affected by the volume conduction effect, EEG has a low spatial resolution and is difficult to locate brain neuronal activity precisely. The surface Laplacian (SL) technique obtains the Laplacian EEG (LEEG) by estimating the second-order spatial derivative of the scalp potential. LEEG can reflect the radial current activity under the scalp, with positive values indicating current flow from the brain to the scalp (“source”) and negative values indicating current flow from the scalp to the brain (“sink”). It attenuates signals from volume conduction, effectively improving the spatial resolution of EEG, and is expected to contribute to breakthroughs in neural engineering. This paper provides a systematic overview of the principles and development of SL technology. Currently, there are two implementation paths for SL technology: current source density algorithms (CSD) and concentric ring electrodes (CRE). CSD performs the Laplace transform of the EEG signals acquired by conventional disc electrodes to indirectly estimate the LEEG. It can be mainly classified into local methods, global methods, and realistic Laplacian methods. The global method is the most commonly used approach in CSD, which can achieve more accurate estimation compared with the local method, and it does not require additional imaging equipment compared with the realistic Laplacian method. CRE employs new concentric ring electrodes instead of the traditional disc electrodes, and measures the LEEG directly by differential acquisition of the multi-ring signals. Depending on the structure, it can be divided into bipolar CRE, quasi-bipolar CRE, tripolar CRE, and multi-pole CRE. The tripolar CRE is widely used due to its optimal detection performance. While ensuring the quality of signal acquisition, the complexity of its preamplifier is relatively acceptable. Here, this paper introduces the study of the SL technique in resting rhythms, visual-related potentials, movement-related potentials, and sensorimotor rhythms. These studies demonstrate that SL technology can improve signal quality and enhance signal characteristics, confirming its potential applications in neuroscientific research, disease diagnosis, visual pathway detection, and brain-computer interfaces. CSD is frequently utilized in applications such as neuroscientific research and disease detection, where high-precision estimation of LEEG is required. And CRE tends to be used in brain-computer interfaces, that have stringent requirements for real-time data processing. Finally, this paper summarizes the strengths and weaknesses of SL technology and envisages its future development. SL technology boasts advantages such as reference independence, high spatial resolution, high temporal resolution, enhanced source connectivity analysis, and noise suppression. However, it also has shortcomings that can be further improved. Theoretically, simulation experiments should be conducted to investigate the theoretical characteristics of SL technology. For CSD methods, the algorithm needs to be optimized to improve the precision of LEEG estimation, reduce dependence on the number of channels, and decrease computational complexity and time consumption. For CRE methods, the electrodes need to be designed with appropriate structures and sizes, and the low-noise, high common-mode rejection ratio preamplifier should be developed. We hope that this paper can promote the in-depth research and wide application of SL technology.
2.Glucocorticoid Discontinuation in Patients with Rheumatoid Arthritis under Background of Chinese Medicine: Challenges and Potentials Coexist.
Chuan-Hui YAO ; Chi ZHANG ; Meng-Ge SONG ; Cong-Min XIA ; Tian CHANG ; Xie-Li MA ; Wei-Xiang LIU ; Zi-Xia LIU ; Jia-Meng LIU ; Xiao-Po TANG ; Ying LIU ; Jian LIU ; Jiang-Yun PENG ; Dong-Yi HE ; Qing-Chun HUANG ; Ming-Li GAO ; Jian-Ping YU ; Wei LIU ; Jian-Yong ZHANG ; Yue-Lan ZHU ; Xiu-Juan HOU ; Hai-Dong WANG ; Yong-Fei FANG ; Yue WANG ; Yin SU ; Xin-Ping TIAN ; Ai-Ping LYU ; Xun GONG ; Quan JIANG
Chinese journal of integrative medicine 2025;31(7):581-589
OBJECTIVE:
To evaluate the dynamic changes of glucocorticoid (GC) dose and the feasibility of GC discontinuation in rheumatoid arthritis (RA) patients under the background of Chinese medicine (CM).
METHODS:
This multicenter retrospective cohort study included 1,196 RA patients enrolled in the China Rheumatoid Arthritis Registry of Patients with Chinese Medicine (CERTAIN) from September 1, 2019 to December 4, 2023, who initiated GC therapy. Participants were divided into the Western medicine (WM) and integrative medicine (IM, combination of CM and WM) groups based on medication regimen. Follow-up was performed at least every 3 months to assess dynamic changes in GC dose. Changes in GC dose were analyzed by generalized estimator equation, the probability of GC discontinuation was assessed using Kaplan-Meier curve, and predictors of GC discontinuation were analyzed by Cox regression. Patients with <12 months of follow-up were excluded for the sensitivity analysis.
RESULTS:
Among 1,196 patients (85.4% female; median age 56.4 years), 880 (73.6%) received IM. Over a median 12-month follow-up, 34.3% (410 cases) discontinued GC, with significantly higher rates in the IM group (40.8% vs. 16.1% in WM; P<0.05). GC dose declined progressively, with IM patients demonstrating faster reductions (median 3.75 mg vs. 5.00 mg in WM at 12 months; P<0.05). Multivariate Cox analysis identified age <60 years [P<0.001, hazard ratios (HR)=2.142, 95% confidence interval (CI): 1.523-3.012], IM therapy (P=0.001, HR=2.175, 95% CI: 1.369-3.456), baseline GC dose ⩽7.5 mg (P=0.003, HR=1.637, 95% CI: 1.177-2.275), and absence of non-steroidal anti-inflammatory drugs use (P=0.001, HR=2.546, 95% CI: 1.432-4.527) as significant predictors of GC discontinuation. Sensitivity analysis (545 cases) confirmed these findings.
CONCLUSIONS
RA patients receiving CM face difficulties in following guideline-recommended GC discontinuation protocols. IM can promote GC discontinuation and is a promising strategy to reduce GC dependency in RA management. (Trial registration: ClinicalTrials.gov, No. NCT05219214).
Adult
;
Aged
;
Female
;
Humans
;
Male
;
Middle Aged
;
Arthritis, Rheumatoid/drug therapy*
;
Glucocorticoids/therapeutic use*
;
Medicine, Chinese Traditional
;
Retrospective Studies
4.Application value of single energy metal artifact reduction in the follow-up CT angiography after endovascular repair of abdominal aortic aneurysm combined with coil embolization
Ying ZHANG ; Chun ZHOU ; Cheng LIU ; Kai HOU
Chinese Journal of Clinical Medicine 2024;31(6):984-989
Objective To explore the application value of single energy metal artifact reduction technology (SEMAR) in the CTA follow-up of complex abdominal aortic aneurysm endovascular repair (EVAR) combined with coil embolization using 320-slice CT spiral scanning mode. Methods A retrospective analysis was conducted on the images of 14 patients with abdominal aortic aneurysm and 2 patients with internal iliac artery aneurysm who underwent abdominal CTA reexamination 30 days after EVAR combined with coil embolization at Zhongshan Hospital, Fudan University from August 2023 to February 2024. The original data were reconstructed using a hybrid iterative reconstruction algorithm (non-SEMAR group) and a combined reconstruction and SEMAR algorithm (SEMAR group), and the artifact index (AI), contrast-to-noise ratio (CNR), and subjective scores between the two groups were compared. Results The AI values of up, down, left, right around the spring coil and adjacent aortic cavity in the SEMAR group were lower than those in the non-SEMAR group (38.16±19.20 vs 89.29±30.93, 30.75±16.28 vs 82.62±28.01, 33.61±16.18 vs 74.90±26.28, 44.99±15.91 vs 87.72±33.70, and 24.49±12.58 vs 47.29±13.55; P<0.001), and the CNRs in the SEMAR group were higher than those in the non-SEMAR group (2.47±2.15 vs 1.01±0.74, 2.32±2.01 vs 0.72±0.50, 4.93±4.15 vs 1.38±0.79, 4.10±4.14 vs 1.56±1.18, and 19.91±11.01 vs 11.01±7.77; P<0.05). Compared with the non-SEMAR group, the subjective scores of image in the SEMAR group were higher (P<0.001). Conclusions SEMAR technology can significantly reduce the artifact of spring coil, improve the clarity of tumors, visceral arteries, stents, and internal leaks images, and has important clinical significance for follow-up after EVAR surgery.
5.Distribution Patterns of Traditional Chinese Medicine Constitution in 959 Patients with Endometriosis
Xin-Chun YANG ; Wei-Wei SUN ; Ying WU ; Qing-Wei MENG ; Cai XU ; Zeng-Ping HAO ; Yu-Huan LIU ; Rui-Jie HOU ; Rui-Hua ZHAO
Journal of Guangzhou University of Traditional Chinese Medicine 2024;41(6):1387-1392
Objective To investigate the distribution patterns of traditional Chinese medicine(TCM)constitution in 959 patients with endometriosis(EMs).Methods From January 2019 to November 2019,959 EMs patients were selected from Guang'anmen Hospital of China Academy of Chinese Medical Sciences,Beijing Obstetrics and Gynecology Hospital Affiliated to Capital Medical University,Beijing Hospital,Dongfang Hospital of Beijing University of Chinese Medicine,Beijing Friendship Hospital Affiliated to Capital Medical University,and Fuxing Hospital Affiliated to Capital Medical University.The general clinical information of the patients was recorded and then the TCM constitution was identified.After that,the correlation of TCM constitution distribution with concurrent constitution and the relationship of TCM constitution distribution with age and the complication of dysmenorrhea were analyzed.Results(1)The constitution types of EMs patients listed in descending order of the proportion were yang deficiency constitution(65.1%,624/959),qi stagnation constitution(58.4%,560/959),qi deficiency constitution(52.8%,506/959),blood stasis constitution(44.2%,424/959),phlegm-damp constitution(42.5%,408/959),damp-heat constitution(41.9%,402/959),yin deficiency constitution(39.6%,380/959),balanced constitution(26.8%,257/959),and inherited special constitution(16.6%,159/959).Among the patients,there were fewer patients with single constitution,accounting for 20.2%(194/959),and most of them had concurrent constitution types,accounting for 79.8%(765/959).(2)The association rule mining based on Apriori algorithm obtained 33 related rules.The concurrent constitution types of qi deficiency-yang deficiency,blood stasis-yang deficiency,and blood stasis-qi stagnation were the association rules with high confidence.(3)Compared with patients aged 35 years and below,the patients over 35 years old were predominated by high proportion of blood stasis constitution(P<0.05).Compared with patients without dysmenorrhea,the patients with dysmenorrhea had the increased proportion of biased constitutions and the decreased proportion of balanced constitution(P<0.05 or P<0.01).Conclusion Yang deficiency constitution,qi stagnation constitution,qi deficiency constitution and blood stasis constitution are the high-risk constitution types of EMs patients.The concurrent constitution types are commonly seen in EMs patients,which are more common than single biased constitution.Management of EMs patients with the methods of warming yang,relieving stagnation,benefiting qi and activating blood will be helpful for correcting the biased constitutions in time and preventing disease progression,which will achieve the preventive treatment efficacy through TCM constitution correction.
6.A comparative study of chronic obstructive pulmonary disease models in rats established by exposure to cigarette smoke and motor vehicle exhaust
De-Fu LI ; Yuan-Yuan YE ; Hong-Ping ZHANG ; Run-Hua HOU ; Yao-Jun HE ; Chun-Yun ZHANG ; Jie-Ying HU ; Rui CHEN
Medical Journal of Chinese People's Liberation Army 2024;49(9):1038-1044
Objective To compare the fidelity of chronic obstructive pulmonary disease(COPD)models established using two methods:exposure to cigarette smoke(CS)and exposure to motor vehicle exhaust(MVE)in rats.Methods Twenty-four male SD rats were randomly divided into control,CS-exposed(CS),and MVE-exposed(MVE)groups,with 8 rats per group.Rats in CS and MVE groups were exposed to CS or MVE,respectively,to induce COPD models.After COPD model established,lung function of each group was assessed.Bronchoalveolar lavage fluid(BALF)was collected to measure inflammatory cell counts,levels of inflammatory cytokines interleukin-6(IL-6)and tumor necrosis factor(TNF)-α,and expression levels of mucin 5AC(MUC5AC).Lung tissue sections were stained with hematoxylin and eosin(HE)to observe pulmonary tissue and airway pathological changes.Periodic acid-Schiff(PAS)staining was used to detect goblet cell hyperplasia in airways.Results Compared with control group,rats in CS and MVE groups showed significantly increased inspiratory resistance(RI),total lung capacity(TLC),and lung static compliance(Cchord)(P<0.05),while expiratory flow parameters FEV50/FVC were significantly decreased(P<0.05).Compared with MVE group,rats in CS group had significantly higher RI,TLC,and Cchord(P<0.05),and lower FEV50/FVC(P<0.05).HE staining of lung tissues showed that mean linear intercept(MLI)was significantly higher in both CS and MVE groups compared with control group(P<0.05),with CS group having higher MLI than MVE group(P<0.05).BALF analysis revealed that white blood cells,neutrophils,macrophages,lymphocytes,IL-6,and TNF-α levels were significantly higher in both CS and MVE groups compared with control group(P<0.05),and inflammatory cell counts,IL-6,and TNF-α levels were higher in CS group compared with MVE group(P<0.05).PAS staining of lung tissues indicated that goblet cells in large airways were significantly increased in both CS and MVE groups compared with control group(P<0.05),with CS group showing higher goblet cell counts than MVE group(P<0.05).Expression levels of MUC5AC in BALF were significantly higher in both CS and MVE groups compared with control group(P<0.05),with CS group having significantly higher MUC5AC levels than MVE group(P<0.05).Conclusions Exposure to CS or MVE can establish a rat model of COPD,with CS exposure better mimicking characteristics of acute exacerbation of COPD compared to MVE exposure.
7.Effect of Biantie pretreatment on serum level of PHD2/HIF-1α and brain tissue damage in rats during acute hypobaric hypoxia exposure.
Xiao-Ya LI ; Chun-Hua WU ; Ying-Jie YAN ; Deng-Hui WANG ; Meng-Jie WANG ; Zhong-Wei HOU
Chinese Acupuncture & Moxibustion 2022;42(11):1278-1284
OBJECTIVE:
To observe the effect of Biantie (bian stone plaste) pretreatment on serum level of prolyl hydroxylase domain 2 (PHD2) and hypoxia-inducible factor-1α (HIF-1α) in rats with acute hypobaric hypoxia induced-brain injury, and to explore the possible mechanism of Biantie on preventing brain injury at high altitude.
METHODS:
Forty-five male SD rats were randomly divided into a blank group, a model group, a Biantie group, a medication group and a Biantie+inhibitor group, 9 rats in each group. The rats in the Biantie group the and the Biantie+inhibitor group were pretreated with Biantie at "Taiyuan" (LU 9), "Neiguan" (PC 6) and "Renying" (ST 9), 2 h each time, once a day; the rats in the medication group were treated with intragastric administration of rhodiola capsule solution (280 mg/kg) for 14 d; the rats in the Biantie+inhibitor group were intraperitoneally injected with the PHD inhibitor dimethyloxalyl glycine (DMOG) at a dose of 40 mg/kg 24 h before the establishment of the model. After the intervention, except for the blank group, the rats in the remaining 4 groups were placed in the oxygen chamber to simulate a high-altitude environment to establish the acute hypobaric hypoxia brain injury model. The arterial blood-gas analysis indexes [blood oxygen saturation (SaO2), lactic acid (Lac), blood sodium (Na+), blood potassium (K+)] and brain water content were detected in each group; the histomorphology of cerebral cortex was observed by HE staining; the serum levels of PHD2 and HIF-1α as well as vascular endothelial growth factor (VEGF) were detected by ELISA; the VEGF protein expression in brain tissue was detected by Western blot; the VEGF mRNA expression in brain tissue was detected by real-time fluorescent quantitative PCR.
RESULTS:
Compared with the blank group, the levels of SaO2 and Na+ in the model group were decreased (P<0.05), while the levels of Lac and K+ as well as the water content of brain tissue were increased (P<0.05). Compared with the model group, the level of SaO2 in the Biantie group and the medication group was increased (P<0.05), while the levels of Lac, K+ and the water content of brain tissue were decreased (P<0.05); the level of Na+ in the Biantie group was increased (P<0.05). Compared with the Biantie group, the level of SaO2 in the Biantie+inhibitor group was decreased (P<0.05), and the level of Lac and the water content of brain tissue were increased (P<0.05). In the model group, the cortical tissue cells were loose and disordered, the cortical blood vessels were dilated, and the cells were obviously swollen; the anoxic injury in the Biantie group and the medication group was lighter, and the anoxic injury in the Biantie+inhibitor group was more obvious than that in the Biantie group. Compared with the blank group, the serum PHD2 content in the model group was decreased and the HIF-1α content was increased (P<0.05), and the content of VEGF in serum and VEGF protein and mRNA expressions in brain were increased (P<0.05). Compared with the model group, the content of PHD2 in serum in the Biantie group and the medication group was increased (P<0.05), and the level of HIF-1α was decreased (P<0.05), and the content of VEGF in serum as well as VEGF protein and mRNA expressions in brain were decreased (P<0.05). Compared with the Biantie group, the serum PHD2 content in the Biantie+inhibitor group was decreased and HIF-1α level were increased (P<0.05), and the content of VEGF in serum as well as VEGF mRNA expression in brain were increased (P<0.05).
CONCLUSION
Biantie at "Taiyuan" (LU 9), "Neiguan" (PC 6) and "Renying" (ST 9) could regulate serum PHD2/HIF-1α to down-regulate VEGF expression, reduce brain edema and enhance anti-hypoxia ability, so as to achieve the purpose of preventing brain injury at high altitude.
Animals
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Rats
;
Male
;
Prolyl Hydroxylases/metabolism*
;
Hypoxia-Inducible Factor 1, alpha Subunit/metabolism*
;
Vascular Endothelial Growth Factor A/metabolism*
;
Rats, Sprague-Dawley
;
Procollagen-Proline Dioxygenase/metabolism*
;
Brain Injuries
;
Brain/metabolism*
;
RNA, Messenger
;
Water
8.Correlation between daily fluid intake behavioral habits and pathological characteristics of upper tract urothelial carcinoma.
Zhi Hua LI ; Chun Ru XU ; Ying LIU ; Hua GUAN ; Meng ZHANG ; Xin Yan CHE ; Qi TANG ; Yan Bo HUANG ; Xue Song LI ; Li Qun HOU
Journal of Peking University(Health Sciences) 2022;54(4):621-627
OBJECTIVE:
To investigate the correlation between drinking habits and pathological characteristics of patients with upper tract urothelial carcinoma (UTUC).
METHODS:
A preoperative questionnaire survey was conducted to understand the drinking habits of UTUC patients who were admitted to the Department of Urology, Peking University First Hospital for radical nephroureterectomy within one year from August 2020 to July 2021, and statistical analysis was performed in combination with their postoperative pathological characteristics. The statistical procedure was performed using SPSS 22.0 software, and firstly, the preliminary analysis was performed one by one using the columnar χ2 test on the pathological characteristics of UTUC tumors as the dependent variable and the factors related to patients' general information, past history and drinking habits as the independent variables, and the independent variables that met P < 0.2 between the case and control groups for each dependent variable were specified for screening. The screened variables were included in the binary Logistic regression analysis. A difference of P < 0.05 was used to indicate a statistically significant difference.
RESULTS:
A total of 239 patients, 134 males and 105 females, with a mean age of (68.1±9.98)years and a median disease duration of 4.8 months, were included in this study. Multifactorial Logistic regression results suggested that after adjusting for the effects of other variables, UTUC patients who had the habit of drinking at least once every hour during the daytime had a significantly increased risk of high grade (G3) tumors(OR=1.941, 95%CI: 0.352-1.029, P < 0.01); these patients also had a significantly decreased risk of multifocal UTUC tumors (OR=0.344, 95% CI: 1.18-5.582, P=0.004). The patients who had the habit of drinking over 100 mL water each time had a significantly decreased risk of mutifocal UTUC incidence (OR=0.477, 95%CI: 0.225-1.012, P=0.046). Patients who pay attention to daily water intakes had a significantly increased risk of renipelvic carcinoma (OR=2.530, 95%CI: 1.434-4.463, P=0.001) and a significantly decreased risk of ureteral carcinoma (OR=0.314, 95%CI: 0.172-0.573, P < 0.01). Other variables included in the regression model did not differ significantly in their effects on the occurrence of tumor pathological characteristics.
CONCLUSION
Having the awareness of drinking water every 1 h during the day, drinking over 100 mL water each time, having the awareness of daily drinking habits correlated significantly with pathological characteristics of UTUC such as the presence of G3 tumor, multifocal tumors and location of the tumor. This conclusion still needs to be verified by subsequent trials with higher levels of evidence.
Carcinoma, Transitional Cell/surgery*
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Female
;
Habits
;
Humans
;
Male
;
Neoplasm Recurrence, Local/epidemiology*
;
Retrospective Studies
;
Ureteral Neoplasms/surgery*
;
Urinary Bladder Neoplasms/surgery*
;
Water
9.Analysis on formulation regularity and characteristics of memory-boosting Chinese medicinal health products and Chinese patent medicines.
Rui ZHANG ; Lin-Yuan WANG ; Jin-Lian LIU ; Ru-Ying TANG ; Chan-di WANG ; Xin-Juan HOU ; Fan ZHAO ; Chun WANG ; Jian-Jun ZHANG
China Journal of Chinese Materia Medica 2021;46(13):3222-3227
The present study analyzed the current Chinese medicinal health products and Chinese patent medicines effective in boosting memory,aiming at providing references for the formulation and development of memory-boosting health products. The information on memory-boosting health products published by the Department of Special Food Safety Supervision and Management,the State Administration for Market Regulation( SAMR) was collected and the Chinese patent medicines on DRUGDATAEXPY were searched. Microsoft Excel and the TCMISS were used to statistically analyze the characteristics of formulations. A total of 212 memory-boosting health products were obtained from SAMR,including 83 ones containing Chinese medicinal materials. Twelve Chinese herbal medicines showed a usage frequency ≥ 8,with 151 times in use. In DRUGDATAEXPY,258 similar Chinese patent medicines were collected.Twelve Chinese herbal medicines showed a usage frequency ≥ 58,with 907 times in use. Through unsupervised hierarchical entropybased clustering of the above-mentioned Chinese medicinal health products and Chinese patent medicines separately,5 and 12 new formulas were obtained. The selection of Chinese herbal medicines for the new formulas was consistent with the principles of traditional Chinese medicine( TCM) theories,i. e.,tonifying kidney and marrow,benefiting Qi,nourishing Yin,resolving phlegm,and eliminating stasis. According to TCM theories,syndrome differentiation of the users was conducted,and the formulas were designed following the correspondence of syndromes with formulas and Chinese herbal medicines. This study is expected to provide new ideas and methods for the development of Chinese medicinal health products and accurately guide practical applications to exert the advantages of TCM in health care based on syndrome differentiation and improve the effect of Chinese medicinal health products.
China
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Drugs, Chinese Herbal
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Humans
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Medicine, Chinese Traditional
;
Nonprescription Drugs
;
Syndrome
10. Bioinformatics analysis of the microRNAs and target genes of microRNAs in salivary adenoid cystic carcinoma
Fa-Hui LIU ; Wan-Yun HOU ; Jing-Jing XU ; Chun-Ying LUO ; Fa-Hui LIU ; Wan-Yun HOU ; Jia-Dong LIANG ; Chun-Ying LUO
Acta Anatomica Sinica 2021;52(4):601-608
Objective To identify potential microRNAs (miRNAs) in salivary adenoid cystic carcinoma and to construct a miRNA-mRNA regulatory network to better understand its potential molecular mechanisms. Methods Two microarray datasets of SACC were downloaded from the database Gene Expression Omnibus (GEO), and the differentially expressed miRNAs and mRNA were analyzed by the R language. FunRich 3. 1. 3 software was used to enrich and analyze the transcription factors of differential miRNAs and to predict the target genes of differentially expressed miRNAs. The target genes of differential miRNAs in SACC were utilized to perform Gene Onotology (GO) and Kyoto Encyclopedia of Gene Genomes (KEGG) pathway enrichment analyses, and protein-protein interaction. The miRNA-mRNA regulatory network was constructed in Cytoscape 3.7.0. Results A total of 144 differentially expressed miRNA (DEMs) and 1216 differentially expressed mRNA (DEGs) were screened. The enrichment analysis of KEGG signaling pathway revealed that target genes were mainly involved in the regulation of Rapi signaling pathway, mitogen active protein kinase (MAPK) signaling pathway, phosphatidylinositol 3-kinase/protein kinase B(PI3K/Akt) signaling pathway, and regulation of actin cytoskeleton. STRING protein interaction analysis shows that ACSL1, SCD, MGLL, FABP4 may be the key proteins in the protein interaction network. Conclusion Differentially expressed miRNA and mRNA between SACC tissues and normal tissues were screened out and the signaling pathways and functions of these differential molecules were found in our research.

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