1.Early prediction and warning of MODS following major trauma via identification of cytokine storm: A prospective cohort study.
Panpan CHANG ; Rui LI ; Jiahe WEN ; Guanjun LIU ; Feifei JIN ; Yongpei YU ; Yongzheng LI ; Guang ZHANG ; Tianbing WANG
Chinese Journal of Traumatology 2025;28(6):391-398
PURPOSE:
Early mortality in major trauma has decreased, but MODS remains a leading cause of poor outcomes, driven by trauma-induced cytokine storms that exacerbate injuries and organ damage.
METHODS:
This prospective cohort study included 79 major trauma patients (ISS >15) treated in the National Center for Trauma Medicine, Peking University People's Hospital, from September 1, 2021, to July 31, 2023. Patients (1) with ISS >15 (according to AIS 2015), (2) aged 15-80 years, (3) admitted within 6 h of injury, (4) having no prior treatment before admission, were included. Exclusion criteria were (1) GCS score <9 or AIS score ≥3 for TBI, (2) confirmed infection, infectious disease, or high infection risk, (3) pregnancy, (4) severe primary diseases affecting survival, (5) recent use of immunosuppressive or cytotoxic drugs within the past 6 months, (6) psychiatric patients, (7) participation in other clinical trials within the past 30 days, (8) patients with incomplete data or missing blood samples. Admission serum inflammatory cytokines and pathophysiological data were analyzed to develop machine learning models predicting MODS within 7 days. LR, DR, RF, SVM, NB, and XGBoost were evaluated based on the area under the AUROC. The SHAP method was used to interpret results.
RESULTS:
This study enrolled 79 patients with major trauma, and the median (Q1, Q3) age was 51 (35, 59) years (52 males, 65.8%). The inflammatory cytokine data were collected for all participants. Among these patients, 35 (44.3%) developed MODS, and 44 (55.7%) did not. Additionally, 2 patients (2.5%) from the MODS group succumbed. The logistic regression model showed strong performance in predicting MODS. Ten key cytokines, IL-18, Eotaxin, MCP-4, IP-10, CXCL12, MIP-3α, MCP-1, IL-1RA, Cystatin C, and MRP8/14 were identified as critical to the trauma-induced cytokine storm and MODS development. Early elevation of these cytokines achieved high predictive accuracy, with an AUROC of 0.887 (95% CI 0.813-0.976).
CONCLUSION
Trauma-induced cytokine storms are strongly associated with MODS. Early identification of inflammatory cytokine changes enables better prediction and timely interventions to improve outcomes.
Humans
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Prospective Studies
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Middle Aged
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Male
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Female
;
Adult
;
Aged
;
Cytokine Release Syndrome/etiology*
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Adolescent
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Young Adult
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Aged, 80 and over
;
Wounds and Injuries/complications*
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Cytokines/blood*
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Multiple Organ Failure/diagnosis*
;
Machine Learning
2.Application of superficial ultrasonography in diagnosing and guiding management of a refractory scalp wound complicated by epidural abscess.
Yu LING ; Hongyang HU ; Gang XIANG ; Panpan LYU
Journal of Zhejiang University. Medical sciences 2025;54(5):637-640
A middle-aged patient presented with persistent purulent discharge from a scalp incision five years after undergoing craniotomy with artificial dura mater implantation. The wound showed no significant improvement despite a month of systemic antibiotic therapy and local debridement. Subsequent superficial ultrasonography revealed complete separation of the artificial dura mater implant area from the surrounding flap tissue, with a loss of local blood supply. Based on these findings, the artificial dura mater was surgically removed, and a free skin flap transplantation was performed to successfully cover the wound. The wound was well-healed at the 10-month postoperative follow-up.
Humans
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Scalp/diagnostic imaging*
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Middle Aged
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Male
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Epidural Abscess/etiology*
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Ultrasonography
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Surgical Flaps
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Surgical Wound Infection/surgery*
;
Dura Mater/surgery*
3.Role of the Nrf2/HO-1 pathway in cypermethrin-induced oxidative injury of mice hippocampal neurons.
Lihua ZHOU ; Xun ZHANG ; Yingying YU ; Panpan ZHANG
Journal of Southern Medical University 2025;45(5):893-900
OBJECTIVES:
To explore whether the antioxidant axis Nrf2/HO-1 is involved in the regulation of hippocampus injury induced by cypermethrin and its underlying mechanism.
METHODS:
Ten-week-old C57BL/6 mice were randomly divided into control group and cypermethrin exposure groups with low, medium, and high exposure levels. After 21 days of oral gavage of corn oil (control) or cypermethrin, the levels of MDA, T-SOD, GSH-Px and CAT in the hippocampus of the mice were examined to evaluate the oxidative stress levels. HE staining was used to observe morphological changes of the hippocampal neurons. Western blotting, immunofluorescence staining and RT-qPCR were employed to detect the protein expressions and mRNA expression of Nrf2 and HO-1 and HO-1.
RESULTS:
Subacute oral exposure to cypermethrin significantly increased MDA level, decreased the activities of antioxidant enzymes T-SOD, GSH-Px and CAT, and induced neuronal damage in the CA1 and CA3 regions in the hippocampus of C57BL/6 mice. Cypermethrin exposure also caused Nrf2 protein translocation from the cytoplasm to the nucleus, accompanied by upregulated expression levels of the key antioxidant factor Nrf2 and its downstream target kinase HO-1.
CONCLUSIONS
Cypermethrin exposure dose-dependently causes oxidative damage in the hippocampus of C57BL/6 mice, which is regulated by the Nrf2/HO-1 antioxidant pathway.
Animals
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Pyrethrins/toxicity*
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NF-E2-Related Factor 2/metabolism*
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Hippocampus/cytology*
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Mice, Inbred C57BL
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Mice
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Oxidative Stress/drug effects*
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Neurons/pathology*
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Heme Oxygenase-1/metabolism*
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Signal Transduction
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Membrane Proteins
4.Expression of I kappa B kinase-interacting protein in cervical cancer tissue and its effect on proliferation,migration and invasion of cervical cancer cells
Yan WANG ; Zouyu ZHAO ; Panpan YU ; Ping YANG
Journal of Jilin University(Medicine Edition) 2025;51(2):341-351
Objective:To explore the correlation between IκB kinase-interacting protein(IKBIP)expression in tumor cells within cervical cancer tissues(TCCCT)and the clinical pathological characteristics and prognosis of patients,as well as its impact on the biological behaviors of cervical cancer(CC)cells HeLa and SiHa,and to elucidate its potential mechanism.Methods:GENT2 and Kaplan-Meier plotter databases were utilized to analyze the differential expression of IKBIP mRNA in CC and normal cervical tissues,as well as its correlation with the clinical prognosis of CC patients.The Hallmark reference gene set was chosen for pathway enrichment analysis using the Gene Set Enrichment Analysis(GSEA)software.Immunohistochemistry method was used to detect the IKBIP protein expression in TCCCT and epithelial cells in normal cervical tissue(ECNCT),and analyze the correlations between its expression level and clinicopathological characteristics and prognosis of CC patients.Furthermore,univariate and multivariate Cox regression analyses were performed to identify the risk factors impacting the prognosis of CC patients.The stably transfected cells of CC(HeLa cells and SiHa cells)with IKBIP knockdown were established for the experiment,which were divided into sh-NC group and sh-IKBIP group.The expression of IKBIP protein in various groups was assessed using Western blotting method.The cell proliferation activity and the percentage of 5-ethynyl-2'-deoxyuridine(EdU)positive cells were measured using cell counting kit-8(CCK-8)and EdU methods,while Transwell chamber assay was employed to determine the numbers of migration and invasion cells in various groups.Additionally,the expression levels of E-cadherin,N-cadherin,and Snail proteins in the cells in various groups were analyzed by Western blotting method.Results:The GENT2 database analysis revealed that the expression level of IKBIP mRNA in CC tissue was higher than that in normal cervical tissue(P<0.001).The GSEA enrichment analysis identified the epithelial-mesenchymal transition(EMT)pathway as the top-ranked pathway in IKBIP high-expression group.The immunohistochemistry results indicated the positive expression rate of IKBIP protein in TCCCT was higher than that in ECNCT(50.5%vs 8.0%),and its over-expression was associated with FIGO stage(2018)and differentiation grade of tumor(P<0.05).The univariate and multivariate Cox regression analyses suggested that lymph node metastasis(LNM)and high expression of IKBIP were the risk factors affecting the overall survival(OS)and progression-free survival(PFS)of CC patients(P<0.05).The Western blotting method results showed that compared with sh-NC group,the expression level of IKBIP protein in the cells in sh-IKBIP group was decreased(P<0.05).The CCK-8 and EdU assay results showed that compared with sh-NC group,the proliferation activity and the percentage of EdU positive cells in sh-IKBIP group were decreased(P<0.05).The Transwell chamber assay results showed that compared with sh-NC group,the numbers of migration and invasion cells in sh-IKBIP group were significantly decreased(P<0.05).Additionally,the Western blotting method results indicated that compared with sh-NC group,the expression level of E-cadherin protein in sh-IKBIP group in CC cells was increased(P<0.05),while the expression levels of N-cadherin and Snail protein were decreased(P<0.05).Conclusion:The expression of IKBIP protein is significantly up-regulated in HeLa and SiHa cells derived from CC,and it is closely correlated with poor prognosis in CC patients.Suppression of IKBIP protein expression can effectively inhibit the proliferation,invasion and migration capabilities as well as EMT process of CC cells.
5.Analysis of factors influencing the deterioration of nutritional status after radiotherapy/radiochemotherapy for esophageal cancer
Liqun CAO ; Panpan GAN ; Heling ZHU ; Han CHEN ; Nalin SUN ; Lihao CHEN ; Jiawen YU
Academic Journal of Naval Medical University 2025;46(5):674-680
Objective To analyze the factors influencing the deterioration of nutritional status after radiotherapy/radiochemotherapy for esophageal cancer,so as to provide reference for nutritional management during antitumor therapy.Methods A total of 106 patients with esophageal cancer who received radiotherapy or radiochemotherapy at Anqing First People's Hospital of Anhui Medical University from Dec.2017 to Dec.2023 were enrolled.Patients'gender,age,surgical history,timing of radiotherapy intervention,synchronous chemoradiotherapy,radiotherapy dose,clinical stage,initial nutritional status,and performance status score were collected.The patient generated subjective global assessment scale(PG-SGA)scores were monitored before and after antitumor treatment.According to the nutritional status at the beginning of enrollment and at the end of radiotherapy,the patients were assigned to deterioration group or non-deterioration(stable or improved)group.The clinical characteristics of the 2 groups were compared.The factors influencing the deterioration of nutritional status were screened by logistic regression analysis.The correlation between nutritional status deterioration and adverse reactions(radiation esophagitis,pulmonary infection,neutropenia,thrombocytopenia,and elevated aminotransferase)was analyzed by Spearman correlation analysis.Results There were no significant differences in gender,radiotherapy dose,initial nutritional status,or performance status score between the 2 groups for the deterioration of nutritional status after radiotherapy(all P>0.05).The proportions of patients with previous surgical history of esophageal cancer,synchronous chemoradiotherapy,initiation of radiotherapy at less than 90%of target calorie requirement,and clinical stage Ⅳ were significantly higher in the deterioration group than those in the non-deterioration group(all P<0.05).Logistic regression analysis showed that clinical stage Ⅳ(odds ratio[OR]=4.684,95%confidence interval[CI]1.252-17.519,P=0.022)and previous surgical history of esophageal cancer(OR=7.338,95%CI 1.878-28.666,P=0.004)were the independent adverse risk factors for the deterioration of nutritional status after radiotherapy/radiochemotherapy.The timing of radiotherapy intervention was also an independent risk factor for the deterioration of nutritional status,and taking the tolerance of 70%-90%target energy as the reference level,starting radiotherapy when the tolerance of 90%-100%target energy had the optimal protection of nutritional status(OR=0.166,95%CI 0.050-0.551,P=0.003).Spearman correlation analysis showed that the deterioration of nutritional status was positively correlated with elevated transaminases after radiotherapy(rs=0.283,P=0.003),while it was not correlated with the other adverse reactions(all P>0.05).Conclusion Under the standard nutritional intervention model,patients with previous surgery and recurrent metastatic esophageal cancer who receive radiotherapy/chemoradiotherapy are still at risk of nutritional status deterioration.Tolerance to 90%-100%target energy requirement may be a more appropriate timing for radiotherapy intervention.When the nutritional status deteriorates during treatment,it is necessary to be alert to the elevated transaminases.
6.Combination of ulinastatin and somatostatin attenuates intestinal injury in rats with acute pancreatitis
Gaochao JIN ; Panpan XING ; Yu WANG ; Bo LIU
Basic & Clinical Medicine 2025;45(2):203-209
Objective To investigate the effects of ulinastatin(UTI)combined with somatostatin(SOM)on intestinal damage in acute pancreatitis(AP)rats and the possible mechanisms of action.Methods The rats were randomly divided into sham-operated(sham)group,AP group,UTI group,UIT+SOM group and UIT+SOM+JAK2 activator(CA1)group,15 rats/group,respectively.Twelve hours after administration,the intestinal permeability,serum biochemical indicators,and inflammatory factor of rats were detected.HE staining was applied to observe the pathological changes in pancreatic and intestinal tissues.TUNEL method was applied to detect apoptosis in intestinal tissue.Western blot was applied to detect the expression of JAK2/STAT3 signaling pathway proteins.Results Compared with the sham group,the pancreatic tissue of rats in the AP group showed obvious inflammatory cell infiltration,edema and bleeding,while the intestinal mucosa showed inflammatory cell infiltration,irregular villi,shedding and necrosis of intestinal epithelial cells in the intestinal tissue.The intestinal permeability,serum amylase(AMY),lipase(LIPA)activities,diamine oxidase(DAO)activities,tumor necrosis factor α(TNF-α),interleukin-6(IL?6)level,pancreatic and intestinal histopathological scores,intestinal tissue cell apoptosis rate,and p?JAK2/JAK2,p?STAT3/STAT3 ratio all significantly increased(P<0.05).Compared with the AP group,the pancreatic and intestinal tissue injury of rats in the UTI group and UIT+SOM group was reduced,and inflammatory cell infil?tration was reduced.The intestinal permeability,serum AMY,LIPA activities,DAO activities,TNF?α,IL?6 level,pancreatic and intestinal histopathological scores,intestinal tissue cell apoptosis rate and p?JAK2/JAK2,p?STAT3/STAT3 ratio were all decreased(P<0.05).The pancreatic and intestinal tissue injury of rats in the UIT+SOM+CA1 group were more severe,and the trends of the above indicators were opposite to those found in UIT+SOM group(P<0.05).Conclusions The combination of UTI and SOM attenuated intestinal injury in AP rats,and potential mechanism may involve in the inhibition of the JAK2/STAT3 signaling pathway.
7.Monte Carlo simulation-based optimization of the rivaroxaban regimen for anticoagulation in patients with different classes of renal function
Qiaoling YU ; Weiwei ZHAI ; Yumeng LI ; Panpan JIN ; Bo QIU ; Huizhen WU
China Pharmacy 2024;35(24):3016-3022
OBJECTIVE To optimize the rivaroxaban dosing regimen for anticoagulation in patients with different renal function levels. METHODS The administration regimen was determined based on the drug instructions for rivaroxaban and the actual medication situation of the patient. The target concentration range and the subsection interval were established using rivaroxaban blood minimum concentration for patients from Hebei General Hospital and reference range of rivaroxaban laboratory monitoring concentration recommended by International Council for Standardization in Hematology. The probability of different dosing regimens in each target concentration range was investigated with Monte Carlo simulation using Oracle Crystal Ball software (V11.1.2.4). RESULTS A total of 97 patients with non-valvular atrial fibrillation were enrolled and the minimum concentration of rivaroxaban was tested 125 times with a median trough concentration of 32.2 ng/mL; a total of 121 patients with venous thrombosis were enrolled and the minimum concentration was tested 159 times with a median minimum concentration of 31.0 ng/mL. The reference range for steady-state minimum concentration in patients with non-valvular atrial fibrillation was 12-137 and 3-153 ng/mL, while the reference range for steady-state minimum concentration in patients with venous thrombosis was 6-239 and 3-224 ng/mL. Monte Carlo simulation results showed that in patients with non-valvular atrial fibrillation, the optimal rivaroxaban dosing regimen for patients with glomerular filtration rate (eGFR) 0-30 mL/min was 5 mg once daily; for patients with eGFR>30-60 mL/min, the optimal dosing regimen was 10-20 mg once daily or 5 mg twice daily; for patients with eGFR>60-90 mL/min, the optimal dosing regimen was 15-30 mg once daily or 5-10 mg twice daily; for patients with eGFR>90-120 mL/min, the optimal dosing regimen was 25-30 mg once daily or 5-15 mg twice daily. For patients with venous thrombosis, it is not recommended to use rivaroxaban more than 5 mg once daily for patients with eGFR 0-30 mL/min; the optimal dosing regimens of rivaroxaban were 5 mg once daily for patients with eGFR>30-60 mL/min, 25- 30 mg once daily or 5-15 mg twice daily for patients with eGFR>60-90 mL/min, 10-15 mg twice daily for patients with eGFR> 90-120 mL/min. CONCLUSIONS Rivaroxaban should be selected carefully as the anticoagulants for patients with severe renal function impairment. Rivaroxaban possesses a wide reference range in the minimum concentration and considerable individual variability. The dosage and frequency of rivaroxaban can be personalized through the Monte Carlo simulation method, taking into account patients’ renal function.
8.Setup error analysis of image registration using various regions of interest after individualized nasopharyngeal carcinoma radiotherapy immobilization
Panpan CAO ; Weiqing WANG ; Yu CHENG ; Jinyan LEI ; Shi LI ; Xiaolong SHI ; Haiyan PENG ; Fu JIN
Chinese Journal of Medical Physics 2024;41(2):151-157
Objective To explore the effects of image registration using various regions of interest(ROI)on the setup error for nasopharyngeal carcinoma(NPC)patients who were immobilized individually.Methods Forty-three NPC patients who required radiotherapy were enrolled.The patients were immobilized with customized plastic foam and thermoplastic mask,and CBCT verification was performed once a week.In CBCT images,ROI was divided into the whole ROI(ROIPTV)and 7 local ROI containing different cervical structures(ROIsphenoid sinus,ROIatlantoaxial,ROIneck3,ROIneck4,ROIneck5,ROIneck6,and ROIneck7),which were then used for registrations with localized CT image.The setup errors in superior-inferior(SI),left-right(LR),anterior-posterior(AP),Pitch,Roll,and Yaw directions were recorded.Results In SI direction,the setup errors within 0.3 cm accounted for 89.74%for ROIneck7,and more than 90%for the other ROI.The proportion of setup errors within 0.3 cm gradually increased with the neck upward in LR direction,and they were 76.78%,81.70%,85.26%,and above 90%for ROIneck7,ROIneck6,ROIneck5,and the other ROI,respectively.In AP direction,the proportions of setup errors within 0.3 cm were less than 90%,except for ROIatlantoaxial and ROIneck3.The setup errors of ROIsphenoid sinus,ROIatlantoaxial,ROIneck3,and ROIneck4 were significantly positively correlated with ROIPTV in SI direction,and the correlation coefficients(R)were 0.94,0.95,0.90,and 0.83,respectively.In LR direction,there were positive correlations between the setup errors of ROIatlantoaxial and ROIsphenoid sinus(R=0.95),ROIneck3 and ROIsphenoid sinus(R=0.91),ROIPTV and ROIneck3(R=0.91).The setup errors of ROIPTV in AP direction were positively correlated with ROIatlantoaxial vertebrae and ROIneck3(R=0.88,0.90).The margins of all ROIs ranged from 0.38 cm to 1.01 cm.The extension of ROIneck6 and ROIneck7 in AP direction exceeded 0.9 cm,and the extension of ROIneck7 reached 0.95 cm in SI direction.Conclusion ROIPTV and ROIsphenoid sinus,ROIatlantoaxial,ROIneck3 are significantly correlated in SI,LR,and AP directions.The setup error of nasopharyngeal carcinoma patients gradually increases with the neck down.The nasopharyngeal and cervical regions need to be expanded in segments when patients are immobilized individually.
9.Application of Cardiac Magnetic Resonance in the Evaluation of Left Atrium
Xinna ZHANG ; Weishu HOU ; Honglin YU ; Lingling ZHAO ; Panpan YANG ; Yuqi JIANG ; Xiaohu LI
Chinese Journal of Medical Imaging 2024;32(1):100-104
As the continuation of the left ventricle,the left atrium and left ventricle interact and play an important role in the function of the whole heart.At present,there are many techniques to evaluate the atrial structure and function,but the left atrial structure is complex and the myocardium is thin,which brings some challenges to the relevant evaluation.This paper introduces the parameters,precautions and relevant clinical applications in the process of left atrial evaluation from the aspects of myocardial strain and delayed enhancement.
10.Relationship between hippocampal RIPK1 and NLRP3 inflammasomes in postoperative neurocognitive dysfunction of aged rats with chronic knee arthritis pain
Lili YU ; Dongdong HUANG ; Panpan SONG ; Chunlei LI ; Xiuwei SUN ; Chenchen LI ; Juan ZHAO ; Yulin CHANG
Chinese Journal of Anesthesiology 2024;44(3):307-312
Objective:To evaluate the relationship between hippocampal receptor-interacting protein kinase-1 (RIPK1) and nucleotide-binding oligomerization domain-like receptor containing pyrin domain 3 (NLRP3) inflammasomes in postoperative neurocognitive dysfunction of aged rats with chronic knee arthritis pain.Methods:Sixty-four healthy male Sprague-Dawley rats, aged 18 months, weighing 500-550 g, were divided into 4 groups ( n=16 each) using a random number table method: chronic knee arthritis pain group (group P), chronic knee arthritis pain+ operation group (group PS), RIPK1 inhibitor necrostatin-1+ chronic knee arthritis pain+ operation group (group NPS), and DMSO+ chronic knee arthritis pain+ operation group (group DPS). The knee arthritis model was prepared by intra-articular injection of monosodium iodoacetate (MIA) 1 mg into the left knee joint, and 12 weeks later exploratory laparotomy was performed under sevoflurane anesthesia. Necrostatin-1 6.25 mg/kg and the equal volume of DMSO were intraperitoneally injected at 1 h before operation in NPS group and DPS group, respectively. Thermal pain threshold was measured at 1 week before MIA injection and 6 and 12 weeks after MIA injection. Morris water maze test was used to evaluate the cognitive function at 7 days after surgery. Hippocampal tissues were obtained for microscopic examination of the pathological changes (after HE staining) and for determination of the expression of RIPK1, phosphorylated RIPK1 (p-RIPK1), NLRP3, activated cysteine-aspartic protease caspase-1 (cl-caspase-1), apoptosis-associated speck-like protein containing a CARD (ASC) (by Western blot) and contents of interleukin-1beta (IL-1β) and IL-18 (by enzyme-linked immunosorbent assay). Results:Thermal pain threshold was significantly decreased at 6 and 12 weeks after MIA injection as compared with that before injection ( P<0.05), and there was no significant difference in thermal pain threshold among the four groups ( P>0.05). Compared with P group, the escape latency was significantly prolonged, the time of staying at the original platform quadrant was shortened, the number of crossing the original platform was reduced, the expression of RIPK1, p-RIPK1, NLRP3, cl-caspase-1 and ASC was up-regulated, and the contents of IL-1β and IL-18 were increased ( P<0.05), and pathological changes of hippocampal neurons were marked in PS group, DPS group and NPS group. Compared with PS group and DPS group, the escape latency was significantly shortened, the time of staying at the original platform quadrant was prolonged, the number of crossing the original platform was increased, the expression of RIPK1, p-RIPK1, NLRP3, cl-caspase-1 and ASC was down-regulated, the contents of IL-1β and IL-18 were decreased ( P<0.05), and pathological changes of hippocampal neurons were significantly attenuated in NPS group. Conclusions:Postoperative hippocampal RIPK1 function is enhanced in aged rats with chronic knee arthritis pain, which then activates NLRP3 inflammasomes, triggering neuroinflammation, and this process may be involved in the mechanism of postoperative neurocognitive dysfunction.

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