1.Staged Efficacy of Qijia Rougan Prescription Combined with Entecavir for Chronic Hepatitis B-related Hepatic Fibrosis with Qi Deficiency and Collateral Stasis Syndrome Based on "Zhu Ke Jiao" Theory
Baixue LI ; Xin WANG ; Jibin LIU ; Li WEN ; Cen JIANG ; Wenjun WU ; Dong WANG ; Shuwan LIU ; Huabao LIU ; Yongli ZHENG ; Liang HUANG ; Yue SU ; Song ZHANG ; Yanan SHANG ; Hang ZHOU ; Quansheng FENG
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(9):180-188
ObjectiveThis paper aims to investigate and evaluate the staged efficacy and safety of the representative empirical prescription of the “Zhu Ke Jiao” theory, Qijia Rougan prescription, combined with entecavir in the treatment of hepatic fibrosis in chronic hepatitis B. MethodsA multicenter randomized controlled clinical study was conducted, and 101 patients diagnosed with chronic hepatitis B-related hepatic fibrosis (CHB-HF) who met the diagnosis and inclusion criteria were randomly assigned to an observation group (Qijia Rougan prescription + entecavir) and a control group (entecavir). The treatment duration was 24 weeks. Liver stiffness measurement (LSM), fibrosis-4 index (FIB-4), portal vein diameter, hepatitis B serology, biochemical indicators, hepatic fibrosis markers in serum [hyaluronic acid (HA), laminin (LN), procollagen Ⅲ peptide (PⅢP), and type Ⅳ collagen (Ⅳ-C)], and traditional Chinese medicine syndrome scores were used as efficacy evaluation indicators. Efficacy assessments and explorations of different staged subgroups of Qijia Rougan prescription were conducted according to LSM values based on the Metavir pathological staging standard. ResultsA total of 98 cases were included for statistical analysis, with 49 cases in the observation group and 49 in the control group. The general data of the patients in both groups were comparable. Compared with the same group before treatment, the observation group showed a significant reduction in LSM and FIB-4 (P<0.01), as well as notable improvements in LN, Ⅳ-C, and various TCM syndrome scores (P<0.05, P<0.01). When compared to the control group after treatment, the observation group demonstrated significant improvements in LSM, FIB-4, and various TCM syndrome score indicators (P<0.05, P<0.01), indicating that the observation group performed better than the control group. Subgroup analysis of the regression of hepatic fibrosis stages showed that compared to the same group before treatment, the observation group had better improvement in regression of stages F2 and F3 (P<0.05). When compared to the control group after treatment, the observation group exhibited superior improvement in regression of stage F3 (P<0.05). No adverse events occurred in either group during the treatment period. ConclusionCompared with entecavir alone, the combination of Qijia Rougan prescription and entecavir significantly improves the degree of hepatic fibrosis and clinical TCM symptoms in patients. The optimal intervention period is primarily during stage F3, which is a potential “interception” point of the “Zhu Ke Jiao” theory.
2.Expert consensus on clinical application of parenteral direct thrombin inhibitors in perioperative period
Mingyu JIANG ; Yuan BIAN ; Lizhu HAN ; Qinan YIN ; Fengjiao KANG ; Anhua WEI ; Danjie ZHAO ; Lin WANG ; Ying SHAO ; Li TANG ; Yi WANG ; Shuhong LIANG ; Huijuan LIU ; Guirong XIAO ; Yue LI
China Pharmacy 2026;37(6):689-699
OBJECTIVE To form an expert consensus on the clinical application of parenteral direct thrombin inhibitors (DTIs) in patients during the perioperative period. METHODS Led by Sichuan Academy of Medical Sciences & Sichuan Provincial People’s Hospital (the Affiliated Hospital of UESTC), a multidisciplinary working group was established. Through literature review and the Delphi method, clinical questions related to the rational perioperative use of parenteral DTIs were identified. A structured design was adopted using the “Population-Intervention-Comparison-Outcome” framework; systematic searches were conducted in CNKI, Medline, Embase and other databases. Relevant evidence from randomized controlled trials and cohort studies was included and synthesized. Evidence quality was assessed using the Grades of Recommendations Assessment,Development and Evaluation (GRADE) approach, and recommendations were formulated through multiple rounds of Delphi surveys and expert consensus meetings. RESULTS &CONCLUSIONS Seven recommendations (each with an expert consensus rate exceeding 90%) on the use of parenteral DTIs in perioperative patients were developed. These recommendations specify drug selection, dosing ranges, key monitoring points, and safety management strategies for parenteral DTIs in various scenarios, including the perioperative period of ventricular assist device implantation, the perioperative period of cardiac surgery, perioperative patients with lower-extremity atherosclerotic disease, the perioperative period of percutaneous coronary intervention in patients with acute coronary syndrome, the perioperative period of carotid artery stenting in patients with carotid stenosis, the perioperative period of patients with right heart thrombosis, and patients who develop related thrombosis and dysfunction after a central venous catheter insertion. In addition, warning and management pathways for perioperative bleeding and thrombotic events were proposed. This expert consensus, which is formulated based on the best available evidence, provides evidence-based guidance for standardized and individualized use of parenteral DTIs in perioperative period.
3.Intra-abdominal Hernia with Bowel Obstruction Triggering Multi-organ Failure: The Role of Preoperative Enteritis
Yue-zhen Wang ; Ben-yi Tian ; Jian-hui Qin ; Hao Liang
Journal of Surgical Academia 2026;16(1):1-4
Intra-abdominal Hernia with Bowel Obstruction Triggering Multi-organ Failure: The Role of Preoperative Enteritis
This report details the clinical course of a 41-year-old male who developed fulminant multiple organ dysfunction syndrome following emergency surgery for a strangulated intra-abdominal hernia. Preoperative manifestations, including diarrhea and marked leukocytosis, pointed towards an underlying infectious enteritis. We posited that surgical release of the obstructed, ischemic bowel segment precipitated a massive systemic influx of endotoxins and inflammatory mediators, triggering septic shock and rapid sequential organ failure. This case underscored the critical need to suspect concomitant gastrointestinal infection in patients presenting with mechanical bowel obstruction accompanied by infectious signs. Aggressive perioperative sepsis management encompassing early empiric antimicrobial therapy, vigilant hemodynamic monitoring, and preparedness for advanced organ support is essential to mitigate this severe complication.
4.Exploring Effect of Method of Warming Yang and Relieving Depression on Susceptibility to Mental Disorders in a Two-hit Mice via BDNF/TrkB Signaling Pathway
Zihan GONG ; Jingwen YANG ; Ying WANG ; Wenqing LIANG ; Guangxin YUE
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):154-163
ObjectiveTo investigate the mechanism underlying the effects of three formulas of the method of warming Yang and relieving depression on anxiety- and depression-like behaviors in the mice subjected to a two-hit paradigm of maternal separation (MS) combined with restraint stress (RS). MethodsNeonatal mice were randomly assigned into the following groups: Blank control, MS alone, model (MS+RS), warming Yang (WY,5.85 g·kg-1), relieving depression (RD,12.03 g·kg-1), warming Yang and relieving depression (WYRD,16.71 g·kg-1), and fluoxetine groups (2.6 mg·kg-1). MS was conducted on postnatal day 5 (PD5). Weaning and preventive drug administration were carried out on PD21, and restraint stress was applied on PD90. Anxiety- and depression-like behaviors were assessed using the open field test (OFT), the elevated zero maze test and tail suspension test (TST). High-performance liquid chromatography with electrochemical detection (HPLC-ECD) was employed to measure the levels of neurotransmitters, including 5-hydroxytryptamine (5-HT) and dopamine (DA), in the hippocampus. Real-time quantitative polymerase chain reaction (Real-time PCR) was used to detect the mRNA expression levels of 5-HT1A receptor (5-HT1AR), serotonin transporter (SERT), monoamine oxidase A (MAOA), glucocorticoid receptor (GR), adrenocorticotropic hormone (ACTH), corticotropin-releasing hormone (CRH), brain-derived neurotrophic factor (BDNF), and tyrosine kinase receptor B (TrkB). Immunohistochemistry (IHC) was applied to assess the protein expression levels of 5-HT1AR, 5-HT2A receptor (5-HT2AR), 5-HT2C receptor (5-HT2CR), GR, and CRH receptor 1 (CRHR1). The protein expression levels of BDNF and TrkB in the hippocampus were measured using the fully automated protein expression analysis system (Simple Wes). ResultsIn the behavioral tests, compared with the blank control group, the model group exhibited significant increases in locomotor distance and central area crossings (P<0.05, P<0.01)in OFT, as well as a significant increase in immobility time in the TST (P<0.05). Compared with the model group, the RD, WYRD, and fluoxetine groups all showed significantly reduced central area crossings (P<0.05, P<0.01). Regarding neurotransmitter levels, compared with the blank control group, the model group had significantly decreased hippocampal epinephrine (E) and dopamine (DA) content (P<0.05, P<0.01). Compared with the MS group, the model group showed significant decreases in hippocampal norepinephrine (NE), E, and 5-HT content (P<0.05, P<0.01). Compared with the model group, the WY group decreased hippocampal NE, DA, and 5-HT content (P<0.01), while the RD, WYRD, and fluoxetine groups exhibited significantly increased hippocampal E content (P<0.01). At the molecular level, compared with the blank control and MS groups, the model group showed significant increases in mRNA levels of 5-HT1AR, SERT, MAOA, ACTH, and CRH (P<0.01), and significant decreases in mRNA levels of tryptophan hydroxylase (TPH), GR, BDNF, and TrkB (P<0.01). Protein expression of 5-HT1AR, 5-HT2AR, and 5-HT2CR was also significantly elevated (P<0.05, P<0.01) in the model group. Compared with the model group, the RD group showed significant decreases in SERT, MAOA, and CRH mRNA (P<0.05, P<0.01), significant increases in TPH, BDNF, and TrkB mRNA (P<0.01), significantly reduced protein expression of 5-HT1AR, 5-HT2AR, and 5-HT2CR (P<0.05), and significantly increased GR protein expression. The WY group showed a significant increase in ACTH mRNA expression (P<0.01). The fluoxetine group exhibited significant decreases in MAOA and CRH mRNA (P<0.05, P<0.01), significant increases in TPH, BDNF, and TrkB mRNA (P<0.01), significantly reduced 5-HT2AR protein expression (P<0.01), and significantly increased GR protein expression(P<0.05). ConclusionThe method of warming Yang and relieving depression can ameliorate anxiety- and depression-like behaviors in two-hit mice. Its mechanism may be associated with the BDNF/TrkB signaling pathway, as well as the HPA axis and serotonergic system.
5.Causal Relationship Between 731 Immune Cell Phenotypes and Breast Cancer Subtypes: A Bidirectional Two-Sample Mendelian Randomization Study
Tianci LIANG ; Weicong LIANG ; Yue ZHAO ; Chenchen SONG ; Tingzhi WEN ; Hui WANG ; Biaoxue RONG
Cancer Research on Prevention and Treatment 2026;53(6):448-456
Objective To investigate the causal relationship between immune cells and various molecular subtypes of breast cancer (BC) by using two-sample Mendelian randomization (MR). Methods This study employed a two-sample MR analysis, with 731 immune cell types from the GWAS catalog as the exposure factors and four BC molecular subtypes (HR+/HER2−, HR+/HER2+, HR−/HER2+, and HR−/HER2−) from the BCAC Consortium as the outcome variables. For causal inference, inverse variance weighting (IVW) was employed as the primary analytical method, alongside multiple consistency validation approaches, including MR-Egger, weighted median, weighted mode, simple mode, and Bayesian weighted Mendelian randomization. Reverse MR and sensitivity analyses were employed to effectively evaluate and exclude potential biases and interference from reverse causality. Results Significant causal associations were identified for specific immune cell phenotypes across subtypes. In HR+ BC, the HER2+ subtype was associated with seven immunophenotypes (five protective and two risk increasing), whereas the HER2− subtype was associated with eight immunophenotypes (four protective and four risk increasing). In HR− BC, the HER2+ subtype was associated with five immunophenotypes (one protective and four risk increasing), and the HER2− subtype (triple-negative BC) was associated with seven immunophenotypes (six protective and one risk-increasing). CD28+CD45RA−CD8+ T cells and naive CD8+ T cells have a bidirectional causal relationship with HR+/HER2+ breast cancer, Whereas the expression of CD8 on CD39+CD8+ cells also has a bidirectional relationship with HR+/HER2− breast cancer. Furthermore, CD4−CD8− NKT cells exhibited opposing effect directions in HER2+ versus HER2− subtypes. Conclusion From a genetic perspective, this study confirms the existence of subtype-specific causal associations between immune cell phenotypes and distinct molecular subtypes of BC, revealing heterogeneity in immune regulation.
6.Efficacy of Conbercept 3+PRN and 5+PRN regimens in the treatment of macular edema secondary to ischemic branch retinal vein occlusion
Jing LIANG ; Hua SONG ; Xiaoying WANG ; Yue WANG ; Fei WANG
International Eye Science 2026;26(11):2044-2048
AIM: To compare the clinical efficacy of Conbercept 3+pro re nata(PRN)and 5+PRN regimens in the treatment of macular edema secondary to ischemic branch retinal vein occlusion(BRVO).METHODS: A retrospective cohort study design was adopted. Patients with macular edema secondary to ischemic BRVO admitted to our hospital from June 2021 to March 2024 were selected and divided into the 3+PRN group and the 5+PRN group. Both groups received intravitreal injections of Conbercept(0.5 mg per dose). The 3+PRN group received three consecutive monthly loading injections followed by PRN treatment, while the 5+PRN group received five consecutive monthly loading injections followed by PRN treatment. The best-corrected visual acuity(BCVA), central foveal retinal thickness(CRT), mean macular sensitivity(MS), number of injections, and adverse reactions were observed before treatment and at 1, 3, 6, and 12 mo after treatment in both groups.RESULTS:Totally 97 patients(97 eyes)were included. There were 49 cases(49 eyes)in 3+PRN group(26 males and 23 females, aged 58.61±8.67 y)and 48 cases(48 eyes)in 5+PRN group(23 males and 25 females, aged 59.18±8.54 y)(all P>0.05). There was no significant difference in BCVA and MS between the two groups before and after treatment(all P>0.05). CRT in 5+PRN group was smaller than that in 3+PRN group at 6 and 12 mo after treatment(all P<0.05). BCVA, CRT, and MS were improved after treatment compared with before treatment in both groups(all P<0.05). There was no significant difference in the total number of injections during the whole follow-up between the 5+PRN group(6.24±0.94 injections)and the 3+PRN group(6.41±0.88 injections)(P>0.05). There was no significant difference in the incidence of adverse reactions between the two groups during follow-up(10% vs 13%, P=0.721).CONCLUSION: Both the Conbercept 3+PRN and 5+PRN regimens are safe and effective for treating macular edema secondary to ischemic BRVO. The 5+PRN regimen is characterized by “more injections in the early loading phase and fewer injections in the later PRN phase”, while the 3+PRN regimen features “fewer injections in the early loading phase and more injections in the later PRN phase”. The two regimens show comparable efficacy in long-term visual function improvement, while the 5+PRN regimen has greater advantages in macular edema resolution.
7.Acute impact of persistent high ambient fine particulate matter exposures on hospital visits for respiratory diseases from 2013 to 2018 in the Beijing-Tianjin-Hebei region and surrounding areas
Yiqi QIU ; Chen CHEN ; Jianan LI ; Yue LIANG ; Changzhen XIANG ; Huiting LING ; Jinxia YANG ; Yu WANG ; Jianlong FANG ; Jiaonan WANG ; Chen MAO ; Xiaoming SHI
Chinese Journal of Epidemiology 2025;46(6):979-985
Objective:To investigate the acute effects of persistent high exposure to atmospheric fine particulate matter (PM 2.5) on residents' outpatient visits for respiratory diseases. Methods:We collected daily outpatient records from 92 hospitals in 13 cities across the Beijing-Tianjin-Hebei region, along with daily PM 2.5, nitrogen dioxide (NO 2), and meteorological data from 2013 to 2018. Five persistent high PM 2.5 exposure scenarios were defined in terms of daily mean PM 2.5 concentrations (>75 μg/m 3 and >150 μg/m 3), duration (≥2 days and ≥3 days), and whether or not there was concurrent exposure to high levels of NO 2 (daily mean NO 2 concentration >50 μg/m 3). A two-stage statistical analysis strategy based on a generalized linear model was applied to conduct a time-series analysis to assess the exposure-response relationship between persistent high PM 2.5 exposure scenarios and residents' outpatient visits for a variety of respiratory diseases, and to estimate excess outpatient visits. Results:During the period, M ( Q1, Q3) PM 2.5 and NO 2 concentrations were 61.2 (42.3, 95.1) μg/m 3 and 40.2 (31.4, 54.4) μg/m 3, respectively, and the daily respiratory disease outpatient visits were 57 (52, 66) cases. When compared with non-permanent high PM 2.5 exposure periods, exposure scenarios with PM 2.5 >75 μg/m 3 and lasting for ≥2 days caused an increased risk of outpatient visits for respiratory diseases by 2.10% (95% CI: 1.44%-2.77%), and resulted in 43 787 (95% CI: 30 025-57 757) excess visits; in this scenario, the concurrent exposure to high levels of NO 2 had a greater acute effect on respiratory disease visits than the absence of exposure to high levels of NO 2 ( P<0.001). The risk of respiratory disease visits increased substantially by 4.41% (95% CI: 3.15%-5.68%) when the daily mean PM 2.5 concentration exceeded 150 μg/m 3 for ≥2 days. Subgroup disease analyses showed that scenarios with daily mean PM 2.5 concentrations exceeding 75 μg/m 3 for ≥3 days caused a significant increase in the risk of lower respiratory tract infections, chronic lower respiratory disease, and asthma visits. Conclusions:Sustained persistent high PM 2.5 exposure increases the risk of outpatient visits for various respiratory diseases; concurrent exposure to high concentrations of NO 2 leads to a greater risk of visiting the clinic, suggesting that the prevention and control of PM 2.5 pollution should be synchronized with the control of mobile source emissions, to synergistically manage the compound pollution of PM 2.5 and NO 2 in the atmosphere.
8.Effect of reconstruction of Achilles insertion with Suture bridge technology after extirpation of avulsed bones block in the treatment of Beavis type Ⅲ avulsion fracture of the calcaneal tuberosity
Rongliang YAN ; Lihai CAO ; Yi PENG ; Zihao SONG ; Yue YANG ; Hongda LIU ; Liang WANG ; Yuan REN
Clinical Medicine of China 2025;41(1):26-31
Objective:To observe the effect of reconstruction of Achilles insertion with Suture bridge technology after extirpation of avulsed bones block in the treatment of Beavis type Ⅲ avulsion fracture of the calcaneal tuberosity.Methods:The retrospective analysis was used. From January 2013 to January 2023, 78 patients with Beavis type Ⅲ avulsion fracture of the calcaneal tuberosity, treated in the Department 1 of Foot and Ankle and Department 2 of Foot and Ankle of the second Hospital of Tangshan were selected as research objects. According to different operation performed, 41 patients with the reconstruction of Achilles insertion with Suture bridge technology after extirpation of avulsed bones block were divided into the observation group and 37 patients with the open reduction internal fixation (ORIF) were divided into the control group. The delayed wound healing rate and the Haglund malformation rate, Maryland foot score, the American Orthopedic Foot and ankle Society (AOFAS) ankle-hindfoot score, the pain Visual Analogue Scale/Score (VAS) score, the Victorian Institute of Sports Assessment-Achilles (VISA-A) score, Arner-Lindholm scale of One-year postoperative were compared between these two groups. The measurement data with normal or approximate normal distribution were analyzed using t test, count data using chi-square test for comparison of between groups.Results:One year after surgery, the incidence of Haglund malformation in the observation group was 4.88% (2/41), which was lower than the control group's 29.73% (11/37). The difference between the two groups was statistically significant ( χ2=8.65,P=0.003). The excellent and good rate of Maryland foot function assessment in the observation group was 85.37% (35/41) higher than that in the control group (56.76% (21/37), and the difference between the two groups was statistically significant ( χ2=7.86, P=0.005). The AOFAS ankle hind foot score of the observation group ((90.44±6.66) points) was higher than that of the control group ((82.84±7.43) points), and the difference between the two groups was statistically significant ( t=4.77, P<0.001). The pain score of the observation group ((1.51±1.05) points) was lower than that of the control group ((2.95±1.13) points), and the difference between the two groups was statistically significant ( t=-5.81, P<0.001). The Achilles tendon score of the observation group ((81.05±5.87) points) was higher than that of the control group ((71.62±8.60) points), and the difference between the two groups was statistically significant ( t=5.70, P<0.001). The excellent and good rate of Arner Lindholm treatment efficacy evaluation for Achilles tendon in the observation group was 87.80% (36/41), which was higher than that in the control group (67.57% (25/37)), and the difference between the groups was statistically significant. Conclusion:The treatment of Beavis Ⅲ type calcaneal nodule avulsion fracture by removing the bone fragment can simultaneously remove the hypertrophic osteophyte, hardened bone, and Haglund deformity of the calcaneus, and clean the degenerated Achilles tendon and inflammatory tissue around the insertion point; The use of suture bridge technology to reconstruct the Achilles tendon insertion point has the advantages of high fixed strength, allowing early functional exercise, avoiding secondary removal of internal fixation, and achieving satisfactory therapeutic effects, which is worthy of clinical promotion.
9.Clinical features of ulcerative colitis in patients with small intestinal bacterial overgrowth
Linru CHEN ; Chenyang LI ; Dong WANG ; Qian LIU ; Xiaonan LIANG ; Yue YAO ; Yuxin LUO ; Jia SONG ; Qian LI ; Xiaolan ZHANG
Chinese Journal of Internal Medicine 2025;64(8):753-758
Objective:To explore the relationship between intestinal bacterial overgrowth (SIBO) and ulcerative colitis (UC).Methods:From December 2023 to June 2024, 85 patients with UC from the Gastroenterology Department of the Luquan branch of the Second Hospital of Hebei Medical University were enrolled. The lactulose hydrogen-methane breath test was performed to assess the prevalence of SIBO. Clinical data, including basic information, clinical manifestations, endoscopic manifestations, inflammatory indicators, current medication regimen, and past medical history, were collected. Furthermore, the body mass index (BMI), modified Mayo score, and patient-reported outcome (PRO2) score were calculated to evaluate disease activity in each patient. The Student′s t-test, Chi-square test, non-parametric test, and multiple logistic regression were used to analyze the data and explore the relationship between SIBO and UC. Results:The incidence of abdominal pain and bloating in patients who were SIBO positive with UC was higher than in those who were SIBO negative [abdominal pain: 50.0%(10/20) vs. 23.1%(15/65), χ2=5.34, P=0.021; abdominal distension: 40.0% (8/20) vs. 13.8% (9/65), χ2=5.01, P=0.025]; the difference was statistically significant ( P<0.05). Patients who were SIBO positive with UC were more likely to develop hypoproteinemia and anemia than those who were SIBO negative [hypoproteinemia: 50.0% (10/20) vs. 15.4% (10/65), χ2=8.35, P=0.004; anemia: 35.0% (7/20) vs. 9.2% (6/65), χ2=5.98, P=0.014]; the difference was statistically significant ( P<0.05). In the intestinal methanogen overgrowth (IMO) positive group, the number of patients with UC with 1-2 stool times/day was higher, and the distribution of stool times between the IMO positive and IMO negative groups was significantly different ( χ2=6.45, P=0.040). Furthermore, combined hypoproteinemia and anemia were risk factors for SIBO in patients with UC (hypoproteinemia OR=4.331, 95% CI 1.117-16.799, P=0.034; anemia OR=5.515, 95% CI 1.231-24.700, P=0.026). Conclusions:We observed a clinical overlap between SIBO and UC. SIBO could be targeted to optimize the treatment of patients with UC in the future.
10.Research Advances of Deep Learning-based Raman Spectroscopy and Their Application in Detection of Microplastics
Yong-Hui HAN ; Chun-Bo SHI ; Wang LIANG ; Xiao-Yue ZHANG ; Jian-Sheng CUI ; Bo YAO
Chinese Journal of Analytical Chemistry 2025;53(2):153-163
Microplastics are widely present in various environments such as water bodies,land,and atmosphere,which pose threats to the ecological environment and human health through transmission and accumulation in the food chain.The existing detection techniques for microplastics face challenges such as complex preparation procedure of samples,low efficiency in processing large batches of samples,and difficulties in handling complex samples.Therefore,there is an urgent need for rapid and efficient detection techniques suitable for complex microplastics samples in the field of environmental monitoring.Raman spectroscopy,known for its advantages such as rapidity,accuracy,high sensitivity,non-destructiveness,and non-contact,demonstrates great application potential in detection of microplastics.Deep learning,an artificial intelligence method known for its large-scale data processing,nonlinear modeling and automatic feature extraction capabilities,is receiving increasing attention in the analysis of Raman spectroscopy signals.The application of deep learning-based Raman spectroscopy has significantly improved performance indicators such as detection efficiency and accuracy.This article introduced the existing Raman enhancement techniques,summarized the deep learning methods applied in Raman spectroscopy signal analysis,reviewed the recent research and application progress of deep learning-based Raman spectroscopy in detection of microplastics,and finally discussed the challenges and future prospects of deep learning-based Raman spectroscopy in detection of microplastics.


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