1.Deep learning–driven immunohistochemical analysis of renal lymphatics for chronic kidney disease: bioinformatic and histopathological study
Xin XU ; YanPing LIN ; Guangchang PEI ; Rui ZENG ; Gang XU
Journal of Pathology and Translational Medicine 2026;60(2):220-230
Renal lymphatic vessel density is clinically relevant in kidney disease but is still assessed by slow, subjective visual estimation. We evaluated a weakly supervised, attention-based multiple-instance learning framework for automated detection and quantification of renal lymphatic vessel density on D2-40-stained whole-slide images (WSIs). Methods: Two independent internal datasets from Tongji Hospital were collected, including 198 cases of chronic kidney disease (CKD) and 50 cases of hypertensive nephropathy (HTN). All biopsies were immunohistochemically stained for D2-40 and digitized as WSIs. Pathologists provided only slide-level labels (D2-40 high vs. D2-40 low). Tissue regions were automatically segmented, tiled into patches, and encoded using a pretrained convolutional neural network. Patch embeddings were then analyzed with a clustering-constrained attention multiple-instance learning (CLAM) model. Unlike conventional multiple-instance learning (MIL) methods that only weight instances, CLAM jointly performs attention-based instance selection and instance-level clustering to distinguish positive from negative evidence within each slide, yielding more discriminative slide-level features and interpretable attention maps. Performance was compared with a classic MIL model trained on the same features. Results: CLAM achieved area under the receiver operating characteristic curves of 0.942 and 0.858 on the CKD and HTN datasets, respectively, outperforming classic MIL (0.866 and 0.801). Attention maps highlighted lymphatic-rich regions consistent with renal pathologists’ assessments. Conclusions: This clustering-constrained, attention-based weakly supervised framework enables fully automated, reproducible quantification of renal lymphatic vessel density from WSIs, providing renal pathologists with rapid visual and numerical support for diagnosis and risk stratification in CKD and HTN.
2.Reliability and validity analysis of the attention deficit hyperactivity disorder self-report scale-revised among children aged 8-14
Pei ZHANG ; Lingrong XIAO ; Xian TIAN ; Gang ZHAO ; Hongmei WU
Chinese Journal of Behavioral Medicine and Brain Science 2025;34(1):71-77
Objective:To test the reliability and validity of the ADHD self-report scale-revised (ASRS-R) among Chinese children aged 8-14 and provide preliminary evidence for the use of ASRS-R as a tool for identifying attention deficit hyperactivity disorder (ADHD) symptoms in Chinese children aged 8-14 years.Methods:In October 2023, elementary school students aged 8-14 from five elementary school in Shenzhen were selected for the survey through convenience sampling. The subjects were tested using ASRS-R and strengths and difficulties questionnaire (SDQ). Among them, exploratory factor analysis and item analysis were conducted on sample 1 ( n=1 558), confirmatory factor analysis, calibration correlation validity and reliability analysis were conducted on sample 2 ( n=1 648), and retest reliability analysis was conducted on sample 3 ( n=300).The data was subjected to item analysis, exploratory factor analysis, confirmatory factor analysis, calibration correlation validity and reliability analysis by SPSS 25.0 and AMOS 23.0 softwares. Results:Exploratory factor analysis showed that the KMO value was 0.947, the cumulative variance contribution was 41.061%, and the loadings for the entries ranged from 0.454 to 0.697.The confirmatory factor analysis showed a good fit of the two-factor model ( χ2/ df=3.355, CFI=0.959, TLI=0.952, RMSEA=0.038, SRMR=0.029, AGFI=0.962, NFI=0.943, IFI=0.952), and was applicable to primary school students of different grades and genders. The internal consistency coefficients of the total scale, the dimensions of inattention and hyperactive/impulsivity were 0.876, 0.815, 0.769, respectively and the retest reliability of total scale was 0.984. Item analysis showed that the correlation coefficients between the score of each item and the total score of the scale ranged from 0.503 to 0.663(all P<0.01). Conclusion:The ASRS-R has good reliability and validity and is suitable for the identification of ADHD behavior in Chinese children aged 8-14.
3.Comparative study of combined external fixator and plate fixation in the treatment of humerus throwing fracture
Pei-gang GAO ; Xing-cun WANG ; Li-qiang ZHU
China Journal of Orthopaedics and Traumatology 2025;38(6):613-618
Objective To compare clinical efficacy of combined external fixator and plate fixation in treating throwing fracture of humerus.Methods Sixty-seven male patients with throwing humerus fracture admitted from February 2018 to February 2021 were retrospectively analyzed and divided into external fixator group and plate group according to different treatment methods.There were 32 patients in external fixator group,aged from 18 to 27 years old with an average of(23.6±2.6)years old;19 patients with type A,13 patients with type B according to AO classification;fixed by combined external fixer.There were 35 patients in plate group,aged from 17 to 28 years old with an average of(23.2±2.9)years old;21 patients with type A,14 patients with type B according to AO classification;fixed with steel plate screws.Operation time,intraoperative blood loss,total incision length,fracture healing time and complications were compared between two groups.Clinical effect was evaluated by Mayo elbow performance score(MEPS)and shoulder Neer score at 12 months after operation.Results Patients in both groups were successfully completed operation and followed up for 15 to 21 months with an average of(18.3±3.4)months.In external fixator group,intraoperative blood loss,incision length,fracture healing time and postoperative MEPS of el-bow joint function at 12 months were(68.5±15.7)ml,(4.9±1.2)cm,(10.5±2.9)weeks,(93.6±5.1)min,respectively;which were superior to ml(149.4±38.9)ml,(12.5±2.4)cm,(12.8±2.7)weeks,(85.6±6.8)in plate group(P<0.05),and had signif-icant differences;there were no significant difference in operative time and postoperative Neer score of shoulder joint function at 12 months between two groups(P>0.05).There were 6 patients occurred radial nerve injury in plate group and no patient occurred radial nerve injury in external fixator group,and the difference between two groups was statistically significant(x2=6.025,P<0.05).There were no significant difference in postoperative MEPS grading and Neer shoulder joint grading at 12 months(P>0.05).Bone healing was achieved in both groups without failure of internal fixation.Conclusion The combined ex-ternal fixator for the treatment of humerus throwing fracture has characteristics of low incidence of radial nerve injury,less bleeding,less complications,fast fracture healing,which is convenient to remove after fracture healing.
4.Comparative study of combined external fixator and plate fixation in the treatment of humerus throwing fracture
Pei-gang GAO ; Xing-cun WANG ; Li-qiang ZHU
China Journal of Orthopaedics and Traumatology 2025;38(6):613-618
Objective To compare clinical efficacy of combined external fixator and plate fixation in treating throwing fracture of humerus.Methods Sixty-seven male patients with throwing humerus fracture admitted from February 2018 to February 2021 were retrospectively analyzed and divided into external fixator group and plate group according to different treatment methods.There were 32 patients in external fixator group,aged from 18 to 27 years old with an average of(23.6±2.6)years old;19 patients with type A,13 patients with type B according to AO classification;fixed by combined external fixer.There were 35 patients in plate group,aged from 17 to 28 years old with an average of(23.2±2.9)years old;21 patients with type A,14 patients with type B according to AO classification;fixed with steel plate screws.Operation time,intraoperative blood loss,total incision length,fracture healing time and complications were compared between two groups.Clinical effect was evaluated by Mayo elbow performance score(MEPS)and shoulder Neer score at 12 months after operation.Results Patients in both groups were successfully completed operation and followed up for 15 to 21 months with an average of(18.3±3.4)months.In external fixator group,intraoperative blood loss,incision length,fracture healing time and postoperative MEPS of el-bow joint function at 12 months were(68.5±15.7)ml,(4.9±1.2)cm,(10.5±2.9)weeks,(93.6±5.1)min,respectively;which were superior to ml(149.4±38.9)ml,(12.5±2.4)cm,(12.8±2.7)weeks,(85.6±6.8)in plate group(P<0.05),and had signif-icant differences;there were no significant difference in operative time and postoperative Neer score of shoulder joint function at 12 months between two groups(P>0.05).There were 6 patients occurred radial nerve injury in plate group and no patient occurred radial nerve injury in external fixator group,and the difference between two groups was statistically significant(x2=6.025,P<0.05).There were no significant difference in postoperative MEPS grading and Neer shoulder joint grading at 12 months(P>0.05).Bone healing was achieved in both groups without failure of internal fixation.Conclusion The combined ex-ternal fixator for the treatment of humerus throwing fracture has characteristics of low incidence of radial nerve injury,less bleeding,less complications,fast fracture healing,which is convenient to remove after fracture healing.
5.International clinical practice guideline on the use of traditional Chinese medicine for functional dyspepsia (2025).
Sheng-Sheng ZHANG ; Lu-Qing ZHAO ; Xiao-Hua HOU ; Zhao-Xiang BIAN ; Jian-Hua ZHENG ; Hai-He TIAN ; Guan-Hu YANG ; Won-Sook HONG ; Yu-Ying HE ; Li LIU ; Hong SHEN ; Yan-Ping LI ; Sheng XIE ; Jin SHU ; Bin-Fang ZENG ; Jun-Xiang LI ; Zhen LIU ; Zheng-Hua XIAO ; Jing-Dong XIAO ; Pei-Yong ZHENG ; Shao-Gang HUANG ; Sheng-Liang CHEN ; Gui-Jun FEI
Journal of Integrative Medicine 2025;23(5):502-518
Functional dyspepsia (FD), characterized by persistent or recurrent dyspeptic symptoms without identifiable organic, systemic or metabolic causes, is an increasingly recognized global health issue. The objective of this guideline is to equip clinicians and nursing professionals with evidence-based strategies for the management and treatment of adult patients with FD using traditional Chinese medicine (TCM). The Guideline Development Group consulted existing TCM consensus documents on FD and convened a panel of 35 clinicians to generate initial clinical queries. To address these queries, a systematic literature search was conducted across PubMed, EMBASE, the Cochrane Library, China National Knowledge Infrastructure (CNKI), VIP Database, China Biology Medicine (SinoMed) Database, Wanfang Database, Traditional Medicine Research Data Expanded (TMRDE), and the Traditional Chinese Medical Literature Analysis and Retrieval System (TCMLARS). The evidence from the literature was critically appraised using the Grading of Recommendations Assessment, Development, and Evaluation (GRADE) approach. The strength of the recommendations was ascertained through a consensus-building process involving TCM and allopathic medicine experts, methodologists, pharmacologists, nursing specialists, and health economists, leveraging their collective expertise and empirical knowledge. The guideline comprises a total of 43 evidence-informed recommendations that span a range of clinical aspects, including the pathogenesis according to TCM, diagnostic approaches, therapeutic interventions, efficacy assessments, and prognostic considerations. Please cite this article as: Zhang SS, Zhao LQ, Hou XH, Bian ZX, Zheng JH, Tian HH, Yang GH, Hong WS, He YY, Liu L, Shen H, Li YP, Xie S, Shu J, Zeng BF, Li JX, Liu Z, Xiao ZH, Xiao JD, Zheng PY, Huang SG, Chen SL, Fei GJ. International clinical practice guideline on the use of traditional Chinese medicine for functional dyspepsia (2025). J Integr Med. 2025; 23(5):502-518.
Dyspepsia/drug therapy*
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Humans
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Medicine, Chinese Traditional/methods*
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Practice Guidelines as Topic
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Drugs, Chinese Herbal/therapeutic use*
6.Effects of Yiqi Juanbi Formula on chondrocyte pyroptosis in collagen-induced arthritic rats via NF-κB/NLRP3/Caspase-1 signaling pathway
Xin-yu CUI ; Hao-lin LI ; Wei-qing LI ; Hui-qin KANG ; Wei-gang CHENG ; Pei-xin HE ; Cai-hong YANG ; Ping CHEN ; Hai-dong WANG
Chinese Traditional Patent Medicine 2025;47(9):2880-2887
AIM To investigate the effects of Yiqi Juanbi Formula on chondrocyte pyroptosis in rat models of collagen-induced arthritis(CIA).METHODS Fifty rats were subcutaneously injected at the tail base with an emulsion containing equal volumes of bovine type Ⅱ collagen and incomplete Freund's adjuvant(IFA)to establish the CIA models.These rats were then randomly assigned to the model group,the methotrexate group(0.35 mg/kg),and the low-dose,medium-dose,and high-dose Yiqi Juanbi Formula groups(9.4,18.7,37.4 g/kg),in contrast to the ten intact rats serving in the normal control group.Following four weeks of intragastric administration,the rats had their general conditions observed;their joint swelling and arthritis indices measured;their ankle joint pathology assessed by HE staining;their serum levels of IL-1β,IL-18 and TNF-ɑ detected by ELISA;their mRNA expressions of NLRP3,Caspase-1,GSDMD,IL-1β,IL-18 and TNF-ɑ in ankle cartilage quantified by RT-qPCR;their protein expressions of NF-κB,NLRP3 and Caspase-1 in ankle cartilage analyzed by Western blot;and their NLRP3 and GSDMD positive expressions in ankle cartilage examined by immunohistochemistry.RESULTS Compared to the control group,the model group showed significantly increased joint swelling and arthritis indices(P<0.01);elevated serum levels of IL-1 β,IL-18 and TNF-ɑ(P<0.01);pathological changes including cartilage surface defects,reduced cell count,altered cellular morphology,irregular cell arrangement,and significant inflammatory cell infiltration in synovial tissue;upregulated mRNA expressions of NF-κB,NLRP3,Caspase-1,GSDMD,IL-1β,IL-18 and TNF-ɑ(P<0.01)and increased protein expressions of NF-κB,NLRP3 and Caspase-1(P<0.01)in ankle cartilage;enhanced positive expressions of NLRP3 and GSDMD in ankle cartilage(P<0.01).Compared to the model group,the groups intervened with methotrexate or medium-or high-dose Yiqi Juanbi Formula exhibited reduced joint swelling and arthritis indices(P<0.01);alleviated pathological damage in ankle joints;decreased serum levels of IL-1β,IL-18 and TNF-ɑ(P<0.01);downregulated mRNA expressions of NF-κB,NLRP3,Caspase-1,GSDMD,IL-1β,IL-18 and TNF-ɑ(P<0.05,P<0.01),and reduced protein expressions of NF-κB,NLRP3 and Caspase-1(P<0.05,P<0.01)in ankle cartilage;and diminished positive expressions of NLRP3 and GSDMD in ankle cartilage(P<0.01).CONCLUSION Yiqi Juanbi Formula alleviates inflammation in CIA rats,potentially by inhibiting the activation of the NF-κB/NLRP3/Caspase-1 signaling pathway,thereby suppressing chondrocyte pyroptosis.
7.Predictive value of ox-LDL combined with ECG ischaemia grading for MACE after PCI in STEMI pa-tients
Ya-zhao SUN ; Gang LI ; Shu-yan ZHANG ; Pei SUN ; Hai-lin LI ; Ling-xiao ZHANG ; Bin LIU ; Dong-sheng LIU
Chinese Journal of cardiovascular Rehabilitation Medicine 2025;34(2):199-204
Objective:The predictive value of oxidized low density lipoprotein(ox-LDL)and electrocardiogram(ECG)ischaemia grade for major adverse cardiovascular events(MACE)in patients with ST elevation myocardial infarction(STEMI)after percutaneous coronary intervention(PCI)was assessed by a retrospective cohort study de-sign.Methods:A total of 336 STEMI patients admitted to Cangzhou People's Hospital between October 2019 and May 2022 were selected,and the medical record information was obtained through the hospital medical record sys-tem,and all patients received PCI and physician-recommended basic treatment.With occurrence of MACE with in 12-month follow-up as the evaluation index,they were divided into MACE group(n=65)and no MACE group(n=271).Multifactorial Logistic regression model was used to study the influencing factors of MACE after PCI in STEMI patients,and Spearman test for association of ox-LDL level,ECG ischaemia grade with MACE after PCI.ROC curve was used to evaluate the predictive efficacy of ox-LDL,ECG ischaemia grade and their combination for MACE after PCI.Results:The overall MACE incidence was 19.35%.Compared with patients in no MACE group,those in MACE group had significant higher ox-LDL level[46.34(29.46,66.29)U/L vs.33.00(23.02,50.03)U/L]and proportion of ECG grade Ⅲ ischaemia(64.62%vs.42.80%)(P<0.01 all).Multifactorial Logistic re-gression analysis showed that ox-LDL(OR=1.022,95%CI 1.011~1.033,P=0.001)and ECG grade Ⅲ ischae-mia(OR=1.878,95%CI 1.007~3.504,P=0.048)were the independent risk factors of post-PCI MACE in STEMI patients.Spearman test showed that ox-LDL and ECG grade Ⅲ ischaemia were positively correlated with post-PCI MACE(r=0.209,0.173,P<0.001 all).ROC curve analysis showed that the AUCs of ox-LDL,ECG grade Ⅲ ischaemia and their combination in predicting post-PCI MACE were respectively 0.653(95%CI 0.599~0.704),0.609(95%CI 0.555~0.662)and 0.758(95%CI 0.709~0.803),in which the predictive value of the combination of the two was significantly higher than any single detection(Z=2.030,3.097,P=0.042,0.002).Conclusion:ox-LDL combined with ECG ischaemia grading has a high predictive value for the occurrence of MACE with in 12 months after PCI in STEMI patients.
8.Effect of risk forewarning hierarchical management on postoperative mental state,adverse events and quality of life in patients with acute coronary syndrome
Rong-hui XIN ; Zhi-gang ZUO ; Liu PEI ; Li-kun ZHAO
Chinese Journal of cardiovascular Rehabilitation Medicine 2025;34(5):717-722
Objective:To investigate the effect of risk forewarning hierarchical management on mental state,major adverse cardiovascular events(MACE)and quality of life in patients with acute coronary syndrome after percutane-ous coronary intervention(PCI).Methods:This randomized controlled study enrolled 152 patients with acute coro-nary syndrome who underwent PCI in the First Hospital of Qinhuangdao between July 2021 and June 2023.Patients were randomly divided into control group(n=76,conventional intervention program)and intervention group(n=76,additional risk forewarning hierarchical management).After 3-month intervention,mental state[Hamilton anxiety scale(HAMA)and Hamilton depression scale(HAMD)scores],health literacy[perceived knowledge scale for coronary heart diseases(PKS-CHD)score],quality of life[Seattle angina questionnaire(SAQ)score]and in-cidence of MACE were compared between the two groups.Results:Compared to those in the control group,patients in the intervention group had significantly higher total score of PKS-CHD[(35.08±3.59)points vs.(30.53±3.85)points],SAQ dimensional scores of physical limitation[(15.24±1.73)points vs.(13.26±1.45)points],an-ginal stability[(16.84±1.39)points vs.(15.18±1.48)points],disease perception[(17.00±1.46)points vs.(14.34±1.93)points],anginal frequency[(18.55±1.18)points vs.(16.11±1.39)points]and treatment satis-faction[(17.12±1.45)points vs.(14.04±1.93)points](P<0.001 all),and significantly lower HAMA score[(11.89±1.64)points vs.(13.55±1.56)points],HAMD score[(12.61±1.76)points vs.(16.42±1.92)points]and the incidence of MACE(8.00%vs.28.38%)(P<0.001 all).Conclusion:Risk forewarning hierarchical man-agement may effectively relieve patients'negative emotions,improve their health literacy and quality of life,and significantly reduce the risk of MACE in patients with acute coronary syndrome after PCI.
9.Surveillance results of iodine content in drinking water in Shaanxi Province
Shanshan LI ; Yunpeng NIAN ; Gang DUAN ; Leilei PEI ; Gang NIU ; Dawei GUO ; Lieqing HUANG ; Xuejuan GAO
Journal of Xi'an Jiaotong University(Medical Sciences) 2025;46(5):880-884
Objective To investigate iodine content in drinking water and clarify the distribution characteristics of iodine in water in Shaanxi Province.Methods A cross-sectional survey method was used to collect water samples from administrative villages in the province.Two tap water samples were taken from the centralized water supply villages,and 10%samples were taken from the decentralized water supply villages.Water iodine was detected by arsenic cerium catalytic spectrophotometry.Water iodine areas were divided according to national standards:<40 μg/L was iodine deficiency area,40-100 μg/L was iodine adequate area,>100 μg/L was high iodine area.According to the ecological regionification scheme of the Chinese Academy of Sciences,Shaanxi Province was divided into three types:the central and eastern Inner Mongolia Platea-Loess Plateau ecological region,the Fenwei Basin ecological region,and the Qinba Mountains ecological region.SPSS 25.0 was used for statistical analysis.Results The median of water iodine in Shaanxi Province was 6.66 μg/L.The survey of water iodine content was conducted in 22 848 administrative villages,1 309 townships,112 counties and 14 municipalities in the whole province.The median water iodine was less than 40 μg/L in 91.75%(20 963/22 848)of the administrative villages,between 40 and 100 μg/L in 7.40%(1 691/22 848)of the administrative villages,and more than 100 μg/L in 0.85%(194/22 848)of the administrative villages.The median of water iodine in the central and eastern Inner Mongolia Platea-Lose Plateau ecological zone,the Fenwei Basin ecological zone,and Qinba Mountains ecological zone was 12.35,8.88,and 2.00 μg/L,respectively,and the differences among different ecological zones were statistically significant(H=6 616.23,P<0.001).The median of water iodine of centralized and decentralized water supply was 6.72 and 6.21 μg/L,respectively,and differences between different water supply methods were statistically significant(Z=5.638,P<0.01).Conclusion The overall external environment of Shaanxi Province is iodine deficient,and most of the administrative villages are iodine deficient areas.There are a certain proportion of high iodine water source areas and suitable iodine areas.
10.Hippocampal Extracellular Matrix Protein Laminin β1 Regulates Neuropathic Pain and Pain-Related Cognitive Impairment.
Ying-Chun LI ; Pei-Yang LIU ; Hai-Tao LI ; Shuai WANG ; Yun-Xin SHI ; Zhen-Zhen LI ; Wen-Guang CHU ; Xia LI ; Wan-Neng LIU ; Xing-Xing ZHENG ; Fei WANG ; Wen-Juan HAN ; Jie ZHANG ; Sheng-Xi WU ; Rou-Gang XIE ; Ceng LUO
Neuroscience Bulletin 2025;41(12):2127-2147
Patients suffering from nerve injury often experience exacerbated pain responses and complain of memory deficits. The dorsal hippocampus (dHPC), a well-defined region responsible for learning and memory, displays maladaptive plasticity upon injury, which is assumed to underlie pain hypersensitivity and cognitive deficits. However, much attention has thus far been paid to intracellular mechanisms of plasticity rather than extracellular alterations that might trigger and facilitate intracellular changes. Emerging evidence has shown that nerve injury alters the microarchitecture of the extracellular matrix (ECM) and decreases ECM rigidity in the dHPC. Despite this, it remains elusive which element of the ECM in the dHPC is affected and how it contributes to neuropathic pain and comorbid cognitive deficits. Laminin, a key element of the ECM, consists of α-, β-, and γ-chains and has been implicated in several pathophysiological processes. Here, we showed that peripheral nerve injury downregulates laminin β1 (LAMB1) in the dHPC. Silencing of hippocampal LAMB1 exacerbates pain sensitivity and induces cognitive dysfunction. Further mechanistic analysis revealed that loss of hippocampal LAMB1 causes dysregulated Src/NR2A signaling cascades via interaction with integrin β1, leading to decreased Ca2+ levels in pyramidal neurons, which in turn orchestrates structural and functional plasticity and eventually results in exaggerated pain responses and cognitive deficits. In this study, we shed new light on the functional capability of hippocampal ECM LAMB1 in the modulation of neuropathic pain and comorbid cognitive deficits, and reveal a mechanism that conveys extracellular alterations to intracellular plasticity. Moreover, we identified hippocampal LAMB1/integrin β1 signaling as a potential therapeutic target for the treatment of neuropathic pain and related memory loss.
Animals
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Laminin/genetics*
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Hippocampus/metabolism*
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Neuralgia/metabolism*
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Cognitive Dysfunction/etiology*
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Male
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Peripheral Nerve Injuries/metabolism*
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Extracellular Matrix/metabolism*
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Integrin beta1/metabolism*
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Pyramidal Cells/metabolism*
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Signal Transduction

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