1.Clinical investigation of minimally invasive double anchoring combined with percutaneous vertebral augmentation in the treatment of Kümmell disease
Qing FENG ; Jun MIAO ; Shenglin CAO ; Zepei ZHANG ; Yingbo LIU ; Wang REN ; Hongwei FENG ; Bin DONG ; Chao LI ; Ning JI ; Bingyao ZHANG ; Lijun AN
Chinese Journal of Orthopaedics 2025;45(7):412-419
Objective:To investigate the clinical efficacy of minimally invasive double anchoring combined with percutaneous kyphoplasty (PKP) for Kümmell disease.Methods:The clinical data of 24 patients with Kümmell disease who were treated with minimally invasive double anchoring combined with PKP in Cangzhou People's Hospital from October 2022 to March 2024 were retrospectively analyzed. Among them, there were 2 T 10 vertebrae, 5 T 11 vertebrae, 7 T 12 vertebrae, 6 L 1 vertebrae, and 4 L 2 vertebrae. There were 6 males and 18 females. The average age was 72.05±4.52 years (range, 66-80 years). The bone mineral density T value was -3.41±0.77 (range, -2.5-4.5). The stages of Li's Kümmell disease included 13 cases of stage II and 11 cases of stage III. The operation time, intraoperative blood loss, and volume of bone cement injected were recorded. The vertebral index, vertebral angle and Cobb angle of diseased segment were measured before and after operation. The visual analogue scale (VAS) was used to assess the degree of pain, the Oswestry disability index (ODI) and the Japanese Orthopaedic Association (JOA) low back pain scale were used to assess spinal function. The Medical Outcome Study short form 36 item health survey (SF-36) was used to assess the general health status of the patients. The postoperative symptom recovery was evaluated by Odom criteria. Results:The mean operative time of the 24 patients was 35.32±6.86 min, the injected volume of bone cement was 4.39±1.72 ml, and the intraoperative blood loss was 16.56±5.21 ml. All patients were followed up for 10 to 14 months, with an average of 11.7 months. Postoperative CT examination showed that the screw positions were satisfactory, and no loosening or displacement of bone cement mass occurred. On the first day after surgery, the vertebral body index, vertebral body angle and Cobb angle of diseased segment were 77.71%±2.75%, 12.40°±1.53° and 25.77°±4.49°, respectively, which represented significant improvements from the preoperative values of 43.09%±5.66%, 22.12°±2.92° and 46.98°±5.68° before surgery ( P<0.05). At the last follow-up, the values were 76.18%±2.32%, 12.41°±2.53°, 26.14°±4.87°, respectively, which were significantly improved compared with those before surgery ( P<0.05), but there was no statistical significance compared with the first day after surgery ( P>0.05). The VAS, ODI and JOA scores on the first day after surgery were 2.11±0.87 points, 22.46±5.49 points and 27.68±2.45 points, respectively, which were significantly improved compared with those before surgery 7.50±0.98 points, 76.25±8.56 points and 14.96±4.91 points ( P<0.05). At the last follow-up, the values were 2.26±0.88, 23.87±3.25 and 26.58±2.77, respectively, which were significantly improved compared with those before surgery ( P<0.05), and there was no statistical significance compared with the first day after surgery ( P>0.05). All 24 patients completed SF-36 scale assessment, and the results showed that there were statistically significant differences in physiological function, physiological role, physical pain, general health status, social function scores and mental health between the patients before surgery and the last follow-up ( P<0.05), while there were no statistically significant differences in vitality and emotional function ( P>0.05). At the last follow-up, the Odom criteria showed excellent results in 18 cases, good in 4 cases, and fair in 2 cases. Conclusions:The application of minimally invasive double anchoring (single nail fixation) combined with PKP in the treatment of Kümmell disease can effectively prevent the loosening and displacement of bone cement masses, and the fixation effect is satisfactory, which can restore the height of the injured vertebrum, reduce kyphosis and improve spinal function. The clinical symptoms of the patients were significantly improved, and the quality of life was enhanced.
2.Clinical investigation of minimally invasive double anchoring combined with percutaneous vertebral augmentation in the treatment of Kümmell disease
Qing FENG ; Jun MIAO ; Shenglin CAO ; Zepei ZHANG ; Yingbo LIU ; Wang REN ; Hongwei FENG ; Bin DONG ; Chao LI ; Ning JI ; Bingyao ZHANG ; Lijun AN
Chinese Journal of Orthopaedics 2025;45(7):412-419
Objective:To investigate the clinical efficacy of minimally invasive double anchoring combined with percutaneous kyphoplasty (PKP) for Kümmell disease.Methods:The clinical data of 24 patients with Kümmell disease who were treated with minimally invasive double anchoring combined with PKP in Cangzhou People's Hospital from October 2022 to March 2024 were retrospectively analyzed. Among them, there were 2 T 10 vertebrae, 5 T 11 vertebrae, 7 T 12 vertebrae, 6 L 1 vertebrae, and 4 L 2 vertebrae. There were 6 males and 18 females. The average age was 72.05±4.52 years (range, 66-80 years). The bone mineral density T value was -3.41±0.77 (range, -2.5-4.5). The stages of Li's Kümmell disease included 13 cases of stage II and 11 cases of stage III. The operation time, intraoperative blood loss, and volume of bone cement injected were recorded. The vertebral index, vertebral angle and Cobb angle of diseased segment were measured before and after operation. The visual analogue scale (VAS) was used to assess the degree of pain, the Oswestry disability index (ODI) and the Japanese Orthopaedic Association (JOA) low back pain scale were used to assess spinal function. The Medical Outcome Study short form 36 item health survey (SF-36) was used to assess the general health status of the patients. The postoperative symptom recovery was evaluated by Odom criteria. Results:The mean operative time of the 24 patients was 35.32±6.86 min, the injected volume of bone cement was 4.39±1.72 ml, and the intraoperative blood loss was 16.56±5.21 ml. All patients were followed up for 10 to 14 months, with an average of 11.7 months. Postoperative CT examination showed that the screw positions were satisfactory, and no loosening or displacement of bone cement mass occurred. On the first day after surgery, the vertebral body index, vertebral body angle and Cobb angle of diseased segment were 77.71%±2.75%, 12.40°±1.53° and 25.77°±4.49°, respectively, which represented significant improvements from the preoperative values of 43.09%±5.66%, 22.12°±2.92° and 46.98°±5.68° before surgery ( P<0.05). At the last follow-up, the values were 76.18%±2.32%, 12.41°±2.53°, 26.14°±4.87°, respectively, which were significantly improved compared with those before surgery ( P<0.05), but there was no statistical significance compared with the first day after surgery ( P>0.05). The VAS, ODI and JOA scores on the first day after surgery were 2.11±0.87 points, 22.46±5.49 points and 27.68±2.45 points, respectively, which were significantly improved compared with those before surgery 7.50±0.98 points, 76.25±8.56 points and 14.96±4.91 points ( P<0.05). At the last follow-up, the values were 2.26±0.88, 23.87±3.25 and 26.58±2.77, respectively, which were significantly improved compared with those before surgery ( P<0.05), and there was no statistical significance compared with the first day after surgery ( P>0.05). All 24 patients completed SF-36 scale assessment, and the results showed that there were statistically significant differences in physiological function, physiological role, physical pain, general health status, social function scores and mental health between the patients before surgery and the last follow-up ( P<0.05), while there were no statistically significant differences in vitality and emotional function ( P>0.05). At the last follow-up, the Odom criteria showed excellent results in 18 cases, good in 4 cases, and fair in 2 cases. Conclusions:The application of minimally invasive double anchoring (single nail fixation) combined with PKP in the treatment of Kümmell disease can effectively prevent the loosening and displacement of bone cement masses, and the fixation effect is satisfactory, which can restore the height of the injured vertebrum, reduce kyphosis and improve spinal function. The clinical symptoms of the patients were significantly improved, and the quality of life was enhanced.
3.Establishment and evaluation of a textbook outcome prediction model of laparoscopic radical surgery for patients with pancreatic body and tail tumor
Senmao MU ; Bingyao LI ; Changqian TANG ; Yongnian REN ; Xingbo WEI ; Yuqi GUO ; Shipeng LI ; Yafeng WANG ; Liancai WANG ; Deyu LI
Chinese Journal of Hepatobiliary Surgery 2024;30(7):509-515
Objective:To analyze the influencing factors of not achieving textbook outcome (TO) after laparoscopic radical surgery in patients with malignant pancreatic body and tail tumor, and to establish and evaluate a nomogram for predicting the failure to achieve TO.Methods:The clinical data of 111 patients with malignant pancreatic body and tail tumors undergoing laparoscopic radical surgery in the Department of Hepatobiliary and Pancreatic Surgery in Henan Provincial People's Hospital from January 2020 to December 2022 were retrospectively analyzed, including 44 males and 67 females, aged (53.8±14.7) years. All patients were staged TNM I to II, including pancreatic ductal adenocarcinoma ( n=102, 91.9%), pancreatic neuroendocrine tumor ( n=5, 4.5%), and pancreatic intraductal papillary mucinous tumors ( n=4, 3.6%). The patients were randomly divided into a training set ( n=78) and a test set ( n=33) at a ratio of 7∶3. The 78 patients in the training set were further divided into TO group ( n=28) and control group ( n=50, not achieving TO). Based on the univariate and multivariate logistic regression analysis of training set, the influencing factors of failure to achieve TO after laparoscopic radical surgery in patients with pancreatic body and tail tumor were analyzed. A nomogram based on the multi-factors were established to predict the failure to achieve TO. Receiver operating characteristic (ROC) curve, calibration curve, decision curve analysis (DCA) were utilized to evaluate the nomogram. Results:There were significant differences in tumor diameter, positive lymph nodes, operation time and CT value of pancreas between the TO and control groups (all P<0.05). Multivariate logistic regression analysis showed that tumor diameter >4 cm ( OR=9.673, 95% CI: 2.198-42.579), positive lymph node ( OR=5.385, 95% CI: 1.514-19.154), pancreatic CT value ( OR=0.594, 95% CI: 0.392-0.902) were the influencing factors for patients who did not achieve TO (all P<0.05). Based on the results of multiple factors, a nomogram was established to predict the failure to achieve TO after laparoscopic radical surgery. The area under the ROC curve of the nomogram was 0.849 (95% CI: 0.757-0.940) and 0.873 (95% CI: 0.730-1.000) in the training and test sets, respectively. The calibration curve was close to the ideal curve and the predicted results of the nomogram matched well with the actual results. The DCA showed that the nomogram has obvious positive net benefit. Conclusion:The nomogram constructed with tumor diameter > 4 cm, positive lymph nodes and CT value of pancreas for prediction of the patients with pancreatic body and tail malignant tumor after laparoscopic radical surgery did not achieve TO has good performance.
4.A machine learning model to predict the risk of liver dysfunction after hepatectomy in patients with hilar cholangiocarcinoma
Changqian TANG ; Bingyao LI ; Yongnian REN ; Hengli ZHU ; Yuqi GUO ; Dongxiao LI ; Yafeng WANG ; Shipeng LI ; Deyu LI ; Liancai WANG
Chinese Journal of Hepatobiliary Surgery 2024;30(12):897-902
Objective:To establish a machine learning model to predict the risk of post hepatectomy liver dysfunction (PHLD) in patients with hilar cholangiocarcinoma (HCCA).Methods:Clinical data of 203 patients with HCCA undergoing open radical hemihepatectomy in Henan University People's Hospital from January 2017 to December 2023 were retrospectively analyzed, including 112 males and 91 females, aged 63 (55, 69) years. According to the diagnostic criteria for PHLD, patients were divided into two groups: PHLD group ( n=45) and non-PHLD group ( n=158). Clinical data such as age, sex, neutrophil count (NEU), systemic immunoinflammatory index (SII), nutritional prognosis index (PNI), neutrophil to lymphocyte ratio (NLR), operative time and complications were compared between the two groups. The variables with statistically significant difference between the two groups were included in seven machine learning models, namely logistic regression, random forest, extreme gradient boosting, light gradient boosting, decision tree, gaussian naive bayes and support vector machine. The area under receiver operating characteristic curve optimization model was adopted, and Shapliga sum-interpretation method (SHAP) was used to analyze and interpret the final optimal model. Results:There were statistically significant differences in age, preoperative data including management of jaundice, albumin, total bilirubin, aspartate aminotransferase, NEU, SII, PNI, and NLR, operative time, postoperative complication of Dindo-Clavien≥Grade Ⅲ, and the ratio of FLR/TLV between in the two groups (all P<0.05). Finally, it was determined that the prediction performance of the extreme gradient boosting model was the best, with an area under curve of 0.888 (95% CI: 0.776-0.985), an accuracy of 0.854, a sensitivity of 0.506, a specificity of 0.965, an F1 value of 0.625, and a Kappa value of 0.519. SHAP analysis of the extreme gradient boosting model showed that total bilirubin on admission, operation time, postoperative complication of Dindo-Clavien≥grade Ⅲ, SII and NEU were five important factors of this model, which were positively correlated with the occurrence of PHLD in HCCA patients. Conclusion:The extreme gradient boosting model established in this study has a good predictive performance and stability for PHLD in HCCA patients.
5.A machine learning model to predict the risk of liver dysfunction after hepatectomy in patients with hilar cholangiocarcinoma
Changqian TANG ; Bingyao LI ; Yongnian REN ; Hengli ZHU ; Yuqi GUO ; Dongxiao LI ; Yafeng WANG ; Shipeng LI ; Deyu LI ; Liancai WANG
Chinese Journal of Hepatobiliary Surgery 2024;30(12):897-902
Objective:To establish a machine learning model to predict the risk of post hepatectomy liver dysfunction (PHLD) in patients with hilar cholangiocarcinoma (HCCA).Methods:Clinical data of 203 patients with HCCA undergoing open radical hemihepatectomy in Henan University People's Hospital from January 2017 to December 2023 were retrospectively analyzed, including 112 males and 91 females, aged 63 (55, 69) years. According to the diagnostic criteria for PHLD, patients were divided into two groups: PHLD group ( n=45) and non-PHLD group ( n=158). Clinical data such as age, sex, neutrophil count (NEU), systemic immunoinflammatory index (SII), nutritional prognosis index (PNI), neutrophil to lymphocyte ratio (NLR), operative time and complications were compared between the two groups. The variables with statistically significant difference between the two groups were included in seven machine learning models, namely logistic regression, random forest, extreme gradient boosting, light gradient boosting, decision tree, gaussian naive bayes and support vector machine. The area under receiver operating characteristic curve optimization model was adopted, and Shapliga sum-interpretation method (SHAP) was used to analyze and interpret the final optimal model. Results:There were statistically significant differences in age, preoperative data including management of jaundice, albumin, total bilirubin, aspartate aminotransferase, NEU, SII, PNI, and NLR, operative time, postoperative complication of Dindo-Clavien≥Grade Ⅲ, and the ratio of FLR/TLV between in the two groups (all P<0.05). Finally, it was determined that the prediction performance of the extreme gradient boosting model was the best, with an area under curve of 0.888 (95% CI: 0.776-0.985), an accuracy of 0.854, a sensitivity of 0.506, a specificity of 0.965, an F1 value of 0.625, and a Kappa value of 0.519. SHAP analysis of the extreme gradient boosting model showed that total bilirubin on admission, operation time, postoperative complication of Dindo-Clavien≥grade Ⅲ, SII and NEU were five important factors of this model, which were positively correlated with the occurrence of PHLD in HCCA patients. Conclusion:The extreme gradient boosting model established in this study has a good predictive performance and stability for PHLD in HCCA patients.
6.Genetic analysis of a case of B-acute lymphoblastic leukaemia with double Philadelphia chromosomes and double derivative chromosome 9s.
Xuxi ZHANG ; Youwen QIN ; Zhaoqiang FU ; Bingyao ZHANG ; Mengya SU ; Chuxian ZHAO ; Chun WANG
Chinese Journal of Medical Genetics 2023;40(2):242-246
OBJECTIVE:
To explore the genetic basis for a rare case of acute B-lymphocytic leukemia (B-ALL) with double Philadelphia chromosomes (Ph) and double derivative chromosome 9s [der(9)].
METHODS:
A patient with double Ph and double der(9) B-ALL who presented at Shanghai Zhaxin Intergrated Traditional Chinese and Western Medicine Hospital in June 2020 was selected as the subject. Bone marrow morphology, flow cytometry, G-banding karyotyping, fluorescence in situ hybridization (FISH), genetic testing and chromosomal microarray analysis (CMA) were used to analyze bone marrow samples from the patient at various stages.
RESULTS:
At initial diagnosis, the patient's bone marrow morphology and flow immunotyping have both supported the diagnosis of B-ALL. G-banded karyotyping of the patient indicated double Ph, in addition with hyperdiploid chromosomes involving translocations between chromosomes 9 and 22. BCR-ABL1 fusion gene was positive. Genetic testing at the time of recurrence revealed presence of a heterozyous c.944C>T variant in the kinase region of the ABL1 gene. FISH showed a signal for ABL1-BCR fusion on both chromosome 9s. CMA showed that the mosaicism homozygosity ratio of chromosome 9 was about 40%, and the mosaicism duplication ratio of chromosome 22 was about 43%.
CONCLUSION
Since both der(9) homologs were seen in 40% of cells, the possible mechanism for the double der(9) in this patient may be similar to that of double Ph, which might have resulted from non-disjunction during mitosis in the Ph chromosome-positive cell clone.
Humans
;
Philadelphia Chromosome
;
In Situ Hybridization, Fluorescence/methods*
;
China
;
Chromosome Aberrations
;
Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics*
;
Translocation, Genetic
;
Fusion Proteins, bcr-abl/genetics*
;
Chromosomes, Human, Pair 9/genetics*
7.Network pharmacology predicts the mechanism and related experimental research on the effective components of Salvia miltiorrhiza and Carthamus tinctorius against cerebral ischemic stroke
Huiyuan ZHU ; Qi MIAO ; Jiang WANG ; Bin LUO ; Haitong WAN ; Wenxuan WANG ; Bingyao DONG ; Shengbin XIAO ; Shan DANG
Journal of Xi'an Jiaotong University(Medical Sciences) 2021;42(3):474-483
【Objective】 To explore the effect mechanism of Salvia miltiorrhiza and safflower on combined anti-ischemic stroke and verify relevant action targets in middle cerebral artery occlusion (MCAO) rat model based on network pharmacology. 【Methods】 ①Traditional Chinese Medicine Systems Pharmacology (TCMSP) and GeneCards databases were used to screen the active components, component targets and ischemic stroke targets of Salvia miltiorrhiza and safflower respectively. The above data were imported into STRING database for protein interaction network analysis, and Cytoscape3.8.0 software was used to construct protein interaction network (PPI) and component target interaction network. Gene Ontology (GO) enrichment analysis and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway annotation analysis of target genes were performed using David online analysis tool. ② In this experiment, a rat model of ischemic stroke was prepared by using improved MCAO method, and immunohistochemical method and Real-time quantitative polymerase chain reaction (REAL-TIME PCR) to detect the positive expressions of NLRP3 inflammatory body and NF P65 protein in the brain tissue of rats in each group so as to explore the functional mechanism of anti-inflammation reaction against cerebral ischemia injury. 【Results】 ① A total of 87 effective components, corresponding to 253 targets, 1448 targets for ischemic stroke and 161 targets related to drugs and diseases, were screened from the Salvia milticorrhiza and safflower drug pairs. We obtained 730 biological processes, 81 cell components and 128 molecular functions through GO analysis, and 127 signal pathways through KEGG analysis. ②Immunohistochemical method and Real-time PCR determination results showed that compared with control group rats, model group rats had significantly increased tissue NLRP3 inflammatory body and NFkBp65 protein expressions (P<0.01). Compared with those in the model group, NLRP3 inflammatory body and NFkBp65 protein expressions significantly decreased in Dan red compatibility groups and nim horizon groups (P<0.01). 【Conclusion】 Compatibility of effective components in salvia miltiorrhiza, and carthamus tinctorius can further downregulate the release of inflammatory corpuscle NLRP3 through NFkB signaling pathway by blocking inflammatory lesions and thus plays the role of fighting against inflammatory damage.
8. Influencing factors of health literacy among college students in a university
Miaomiao CHEN ; Xin SHI ; Jiaolong MA ; Haifeng YUE ; Bingyao WANG ; Aimin JIANG ; Haonan JU ; Qiang DENG ; Jiaming LIU
China Occupational Medicine 2020;47(04):451-455
OBJECTIVE: To analyze the status and influencing factors of the health literacy(HL) of college students in a comprehensive university. METHODS: A total of 3 360 students from in a comprehensive university of Xinjiang Production and Construction Corps was selected using multi-stage stratified cluster random sampling method. The HL level of college students was investigated and evaluated with self-edited Xinjiang Construction Corps College Students Health Literacy Questionnaire. RESULTS: The HL level of college students was 17.1%. The HL level of medical students was higher than that of non-medical students(35.4% vs 10.0%, P<0.01). Logistic regression analysis results showed that among the medical students in grade three or four, those with medium and excellent academic achievement, and Han nationality had a positive effect on their HL level(P<0.01). Among the non-medical students, female and medicine related optional courses had a positive effect on their HL level(P<0.05). Students in the sophomore year had a negative effect on their HL level(P<0.05). CONCLUSION: There is a big difference in the level of HL between medical students and non-medical students. Medical college students and non-medical college students have different factors affecting HL, medical education is related to improving HL.
9.Mass spectrometry-based identification of new serum biomarkers in patients with multidrug resistant pulmonary tuberculosis.
Dongzi LIN ; Wei WANG ; Feng QIU ; Yumei LI ; Xiaolin YU ; Bingyao LIN ; Yinwen CHEN ; Chunyan LEI ; Yan MA ; Jincheng ZENG ; Jie ZHOU
Journal of Southern Medical University 2019;39(12):1409-1420
OBJECTIVE:
To screen new serum metabolic biomarkers for different drug resistance profiles of pulmonary tuberculosis (TB) and explore their mechanisms and functions.
METHODS:
We collected serum samples from TB patients with drug sensitivity (DS), monoresistance to isoniazid (MR-INH), monoresistance to rifampin (MR-RFP), multidrug resistance (MDR), and polyresistance (PR). The metabolites in the serum samples were extracted by oscillatory and deproteinization for LC-MS/MS analysis, and the results were normalized by Pareto-scaling method and analyzed using Metaboanalyst 4.0 software to identify the differential metabolites. The differential metabolites were characterized by function enrichment and co-expression analysis to explore their function and possible pathological mechanisms.
RESULTS:
Compared with the DS group, 286 abnormally expressed metabolites were identified in MR-INH group, 362 in MR-RPF group, 277 in MDR group and 1208 in PR group by LC-MS/MS analysis. Acetylagmatine ( < 0.05), aminopentol ( < 0.05), and tetracosanyl oleate ( < 0.05) in MR-INH group; Ala His Pro Thr ( < 0.001) and glycinoprenol-9 ( < 0.05) in MR-RFP group; trimethylamine ( < 0.05), penaresidin A ( < 0.05), and verazine ( < 0.05) in MDR group; and PIP (18:1(11Z)/ 18:3(6Z, 9Z, 12Z)) ( < 0.001), Pro Arg Trp Tyr ( < 0.001), N-methyldioctylamine ( < 0.001), and phytolaccoside E ( < 0.05) in PR group all showed significant differential expressions. Significant differential expressions of phthalic acid mono-2-ethylhexyl ester ( < 0.05) and eicosanoyl-EA ( < 0.05) were found in all the drug resistant groups as compared with DS group.
CONCLUSIONS
Acetylagmatine, aminopentol, tetracosanyl oleate, Ala His Pro Thr, glycinoprenol-9, trimethylamine, penaresidin A, verazine, PIP(18:1(11Z)/18:3(6Z, 9Z, 12Z)), Pro Arg Trp Tyr, N-methyldioctylamine, phytolaccoside E, phthalic acid mono-2-ethylhexyl ester, and eicosanoyl-EA are potentially new biomarkers that indicate monoresistance, multi-drug resistance and polyresistance of Mycobacterium tuberculosis. The combined use of these biomarkers potentially allows for assessment of drug resistance in TB and enhances the diagnostic sensitivity and specificity.
Biomarkers
;
Chromatography, Liquid
;
Humans
;
Tandem Mass Spectrometry
;
Tuberculosis, Multidrug-Resistant
;
Tuberculosis, Pulmonary
10.Inflammatory biomarker and delayed cerebral ischemia after subarachnoid hemorrhage
International Journal of Cerebrovascular Diseases 2018;26(4):311-315
Delayed cerebral ischemia (DCI) is an important cause of neurological deterioration in patients with aneurysmal subarachnoid hemorrhage (aSAH). The occurrence and development of DCI after aSAH is not only associated with cerebral vasospasm, but also with the inflammatory reaction. This article reviews the role of inflammatory reaction in DCI and the predictive value of inflammatory markers for DCI.

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