Objective To construct and validate a clinical prediction model for delayed extubation undergoing non-emergency major surgery based on the random forest algorithm.Methods Clinical data of 7 528 patients undergoing non-emergency major surgery under general anesthesia from January 2018 to De-cember 2022 were retrospectively collected.The patients were divided into two groups according to whether extubation was performed within 2 hours after surgery:non-delayed extubation group(≤2 hours)and de-layed extubation group(＞2 hours).All the patients were randomly divided into a training set and a valida-tion set in a ratio of 7 ∶ 3.The predictive factors for delayed extubation after surgery were screened through LASSO regression and Logistic regression.The random forest model was established and verified by random forest algorithm.Results There were 123 patients(1.6%)experienced delayed extubation after surgery.ASA physical status,department,intraoperative use of flurbiprofen ester,dexmedetomidine,glucocorticoid,hypocalcemia,severe anemia,intraoperative blood transfusion,and airway spasm were identified as inde-pendent predictive factors for delayed extubation.The area under curve(AUC)value of the random forest prediction model in the validation set was0.751(95%CI0.742-0.778),and the sensitivity was98.1%,and the specificity was 41.9%.Conclusion The predictive model of delayed extubation undergoing non-e-mergency major surgery based on random forest algorithm has a good predictive value,which may be helpful to prevent delayed extubation undergoing non-emergency major surgery.

BACKGROUND:As a dominant breed pig in southwest China,the southern Yunnan small-ear pig has been widely used as an experimental animal in the basic research of other disciplines,but there are still no reports on its application in anterior cruciate ligament reconstruction. OBJECTIVE:To establish a large animal model of the southern Yunnan small-ear pig with anterior cruciate ligament with autologous Achilles tendon was established. METHODS:Twenty adult female Yunnan small-ear pigs were equally randomized into two groups.In the autologous Achilles tendon group,the right knee anterior cruciate ligament was reconstructed with autologous Achilles tendon as a graft,while in the sham-operated group,a similar operation was performed on the right knee without any treatment of the anterior cruciate ligament.General conditions of each pig were observed and recorded before and 12 months after surgery.Ligaments and grafts were taken for gross observation and MAS scoring.Hematoxylin-eosin staining was performed to observe morphological characteristics of ligaments.The staining and arrangement of type I and type Ⅲ collagen were evaluated by immunohistochemistry.Transmission electron microscopy was used to observe the type,size,diameter,ratio,and distribution of collagen fibers in ligaments. RESULTS AND CONCLUSION:All animals had normal diet and activity,good wound healing,no obvious inflammatory reaction,no local purulent infection,and no significant changes in mental and urinary conditions compared with those before surgery.The reconstructed cruciate ligament of the knee was intact,with no stiffness and normal range of motion.Both the anterior drawer and Lachman tests were negative.Gross observation of the graft:12 months after surgery,the grafts was in good position,with good integrity,obvious tension,ligament color close to the original anterior cruciate ligament,and complete surface synovial coverage.Most of the intraarticular ligaments in the autologous Achilles tendon group were defined as MAS I type and a few were defined as MAS Ⅱ type.In the sham-operated group,the intraarticular ligament was defined as MAS I type.Hematoxylin-eosin staining indicated that,12 months after surgery,collagen fibers in the autologous Achilles tendon group began to appear bundled,isotropic,and uniformly arranged,with more obvious isotropic corrugations,and the nuclei were mainly linear or spindle-shaped,which were similar to those in normal anterior cruciate ligament tissue of the sham-operated group.Immunohistochemistry results indicated that,12 months after surgery,there was a higher expression of type I collagen and significantly less expression of type Ⅲ collagen in the reconstructed anterior cruciate ligament in the autologous Achilles tendon group.The degree of type I and type Ⅲ staining was similar in the two groups.Under the transmission electron microscope,the diameter,arrangement and density of collagen fibers in the reconstructed anterior cruciate ligament of the autologous Achilles tendon group were similar to those of the original anterior cruciate ligament at 12 months after surgery,indicating that the ligament remodeling process had been basically completed in the autologous Achilles tendon group at 12 months after surgery.Through a comprehensive evaluation of animal general conditions,ligament general view,MAS score,hematoxylin-eosin staining,immunohistochemistry,and transmission electron microscopy observation,we successfully established a large animal model of anterior cruciate ligament reconstruction using autogenous Achilles tendon in southern Yunnan small-ear pigs,with good morphological,histological and ultrastructural results.

Objective:To evaluate whether individualized dialectical treatment decoction taken for≥6 months after radical surgery for stageⅡ-Ⅲ colorectal cancer(CRC)is superior to surgery alone at preventing early(within 2 years)recurrence and metastasis.Methods:Patients with CRC who underwent radical surgery were enrolled consecutively in The First Affiliated Hospital of Henan University of CM and The First Affiliated Hospital of Henan University.The primary outcome was defined as early recurrence and metastasis for patients who underwent≥6 months of traditional Chinese medicine(TCM)treatment versus those who did not after surgery(Non-TCM).Multivariable modified Pois-son regression was used to model the primary outcome,and propensity score matching(PSM)was included in the regression-based sensit-ivity analysis.Results:A total of 103 patients received TCM treatment and 384 did not.In the entire cohort,the multivariable modified Pois-son regression model showed that the adjusted risk for early recurrence and metastasis was lower in the TCM group10.7%(12/103)vs.21.4%(82/384),relative risk(RR):0.448,95%confidence interval[CI]:0.261-0.769).PSM analysis was used at a 1:2 ratio,resulting in 99 pa-tients in the TCM group and 198 patients in the Non-TCM group.The TCM group still showed a lower risk for early recurrence and metastas-is 11.1%(11/99)vs.21.2%(42/198),RR:0.464,95%CI:0.227-0.948.The results of sensitivity analysis were consistent with multivariable ana-lysis.In this prespecified subgroup analysis,the difference in the rate of the primary outcome between the TCM and the Non-TCM groups was greater among males and those with N2 and moderately-highly differentiated tumors.Kaplan-Meier survival analysis showed that the incidence of early-recurrence-and metastasis-free survival was significantly higher in the TCM group than the Non-TCM groups.Conclusions:For patients with stage Ⅱ-Ⅲ colorectal cancer after radical surgery,individualized dialectical treatment with TCM was associated with a lower risk of early recurrence and metastasis.

Traumatic supraorbital fissure syndrome (TSOFS) is a symptom complex caused by nerve entrapment in the supraorbital fissure after skull base trauma. If the compressed cranial nerve in the supraorbital fissure is not decompressed surgically, ptosis, diplopia and eye movement disorder may exist for a long time and seriously affect the patients′ quality of life. Since its overall incidence is not high, it is not familiarized with the majority of neurosurgeons and some TSOFS may be complicated with skull base vascular injury. If the supraorbital fissure surgery is performed without treatment of vascular injury, it may cause massive hemorrhage, and disability and even life-threatening in severe cases. At present, there is no consensus or guideline on the diagnosis and treatment of TSOFS that can be referred to both domestically and internationally. To improve the understanding of TSOFS among clinical physicians and establish standardized diagnosis and treatment plans, the Skull Base Trauma Group of the Neurorepair Professional Committee of the Chinese Medical Doctor Association, Neurotrauma Group of the Neurosurgery Branch of the Chinese Medical Association, Neurotrauma Group of the Traumatology Branch of the Chinese Medical Association, and Editorial Committee of Chinese Journal of Trauma organized relevant experts to formulate Chinese expert consensus on the diagnosis and treatment of traumatic supraorbital fissure syndrome ( version 2024) based on evidence of evidence-based medicine and clinical experience of diagnosis and treatment. This consensus puts forward 12 recommendations on the diagnosis, classification, treatment, efficacy evaluation and follow-up of TSOFS, aiming to provide references for neurosurgeons from hospitals of all levels to standardize the diagnosis and treatment of TSOFS.

Objective:To observe the effects of warming needle therapy combined with the modified Hua Tan Tong Luo Tang(decoction for dissipating phlegm and unblocking collaterals)on post-stroke cognitive impairment due to obstruction of wind-phlegm. Methods:A total of 78 patients who met the inclusion criteria were randomly assigned to an observation group and a control group,with 39 patients in each group.Both groups received conventional treatment.The control group was additionally treated with the modified Hua Tan Tong Luo Tang,while the observation group received warming needle therapy in addition to the treatment given to the control group.Scores on the mini-mental state examination(MMSE),Montreal cognitive assessment(MoCA),and activities of daily living(ADL)were assessed before and after treatment.Adverse reactions and clinical efficacy were analyzed and compared between the two groups after treatment. Results:The total effective rate was 82.1%in the observation group and 61.5%in the control group,showing statistical significance between the two groups(P<0.05).After treatment,the MMSE,MoCA,and ADL scores of both groups were significantly higher than those before treatment within each group(P<0.05).Notably,the scores in the observation group were higher than those in the control group(P<0.05).No adverse reactions occurred in either group during the treatment period. Conclusion:Based on the conventional treatment,compared to modified Hua Tan Tong Luo Tang alone,warming needle therapy combined with the modified Hua Tan Tong Luo Tang showed superior clinical efficacy in treating post-stroke cognitive impairment due to obstruction of wind-phlegm,and this combined therapy also showed high safety.

Objective:To observe the effect of acupuncture combined with vitamin B12 point injection on pain severity in patients with discogenic low back pain and to analyze its potential mechanisms. Methods:A total of 96 patients with discogenic low back pain were randomly divided into two groups.The control group received acupuncture treatment,while the combined group received vitamin B12 point injection in addition to the identical acupuncture treatment in the control group.Both groups were treated for 2 weeks.The visual analog scale(VAS)and Oswestry disability index(ODI)scores were compared before treatment,after 1 week of treatment,and after 2 weeks of treatment.The levels of such serum inflammatory factors as tumor necrosis factor(TNF)-α and interleukin(IL)-6,serum beta-endorphin(β-EP),and prostaglandin(PG)E2 were compared before and after treatment.Adverse reactions and clinical efficacy were compared between the two groups after treatment. Results:The total effective rate in the combined group was higher than that in the control group(P<0.05).The VAS and ODI scores in the combined group after 1 week and 2 weeks of treatment were lower than those in the control group at the same time point(P<0.05).The levels of TNF-α,IL-6,and PGE2 in the combined group were lower than those in the control group after treatment(P<0.05),while the level of β-EP was higher than that in the control group(P<0.05).There was no statistical difference in the overall incidence of adverse reactions between the two groups(P>0.05). Conclusion:Acupuncture combined with vitamin B12 point injection can alleviate pain and promote functional recovery in patients with discogenic low back pain;reducing the levels of TNF-α,IL-6,and PGE2 and increasing the level of β-EP may be part of the mechanism of the therapy.

Objective:To observe the effects of muscle regions of meridians needling method combined with auricular point sticking on pain and lumbar range of motion in patients with chronic nonspecific low back pain. Methods:A total of 100 patients with chronic nonspecific low back pain were randomly divided into a control group and an observation group,with 50 patients in each group.Both groups received auricular point sticking treatment,while the control group received additional conventional acupuncture treatment,and the observation group received additional muscle regions of meridians needling method.The total effective rate of the two groups was compared after 4 weeks of treatment.Before treatment and after 1 week and 4 weeks of treatment,the visual analog scale(VAS)score was used to assess the degree of low back pain,and the modified-modified Schober(MMS)score was used to evaluate the lumbar range of motion. Results:There was statistical significance in comparing the total effective rate between the two groups(P<0.01).During the treatment process,as the number of treatments increased,the VAS score gradually decreased,and the MMS score gradually increased in both groups.After 1 week and 4 weeks of treatment,the VAS score in the observation group was lower than that in the control group(P<0.01),and the MMS score in the observation group was higher than that in the control group(P<0.01).During the treatment period,no serious adverse reactions occurred in either group. Conclusion:Based on auricular point sticking treatment,muscle regions of meridians needling method is more effective than conventional acupuncture in treating chronic nonspecific low back pain since it is able to significantly reduce the pain and improve the lumbar range of motion.

Objective:To observe the clinical efficacy of auricular needle-embedding therapy for treating primary insomnia. Methods:A total of 63 patients were randomly divided into a conventional acupuncture group and an auricular needle-embedding group.The conventional acupuncture group received acupuncture at meridian points,while the auricular needle-embedding group received acupuncture at auricular points.Treatments were given once a day for 6 consecutive days,followed by a 1-day break,as a course of treatment.Both groups were treated for 2 courses.Before treatment,and after 1 course and 2 courses of treatment,the Pittsburgh sleep quality index(PSQI)score was assessed,and the efficacy was evaluated. Results:The cured and markedly effective rate and total effective rate of the auricular needle-embedding group were higher than those of the conventional acupuncture group,but there was no significant difference between the two groups(P>0.05).After 1 course of treatment,the PSQI global score and the scores of subjective sleep quality,sleep latency,sleep duration,habitual sleep efficiency,and daytime dysfunction of both groups decreased compared with those before treatment(P<0.01);there was no statistical significance in comparing the PSQI global score and individual component scores between the two groups(P>0.05).After 2 courses of treatment,the PSQI global score and the scores of sleep latency and habitual sleep efficiency of the auricular needle-embedding group decreased compared with those after 1 course of treatment(P<0.01 or P<0.05),while only the score of sleep latency of the conventional acupuncture group decreased compared with that after 1 course of treatment(P<0.05);the PSQI global score and the scores of subjective sleep quality and sleep latency of the auricular needle-embedding group were lower than those of the conventional acupuncture group(P<0.05). Conclusion:Both therapies can improve insomnia.Compared to conventional acupuncture,auricular needle-embedding therapy demonstrates a therapeutic advantage in improving sleep latency and sleep quality,making it worthy of clinical promotion.

Objective To establish an ultra-high liquid chromatography(UPLC)characteristic spectrum of Rheum tanguticum Maxim.ex Balf.water decoction and conduct chemical pattern recognition analysis,and to identify the medicinal materials of different origins and different processed products.Methods:UPLC was adopted to establish the characteristic spectra of 15 batches of Rheum tanguticum Maxim.ex Balf.Cluster analysis combined with principal component analysis was used to analyze their quality.Rhei Radix et Rhizoma from different origins and different processed products of Rheum tanguticum Maxim.ex Balf.were identified.Results:The characteristic spectrum of Rheum tanguticum Maxim.ex Balf.water decoction was established,18 common peaks were identi-fied,and 15 batches of Rheum tanguticum Maxim.ex Balf.were divided into 2 categories according to their origins by cluster analysis.The similarity between 15 batches of samples from different origins and the control spectrum was greater than 0.900.According to OPLS-DA analysis,a total of 6 markers(rhein-8-O-β-D-glu-cosid,resveratrol-4'-O-β-D-(6''-O-D-gallyl)glucopyranside,isolindleyin,rhein,epicatechin-3-O-D-gallate,and catechin)affecting the quality of Rheum tanguticum Maxim.ex Balf.water decoction samples were found.Rhei Radix et Rhizoma from different origins and different processed products of Rheum tanguticum Maxim.ex Balf.can be effectively distinguished.Conclusion:The established characteristic spectrum method is easy to operate and has good repeatability.It can be used for the quality control of Rheum tanguticum Maxim.ex Balf.water decoction,and can provide reference for the formulation of quality standard of formula granules of Rhei Radix et Rhizoma.

Objective:To observe the efficacy of traditional Qigong exercise combined with Tuina(Chinese therapeutic massage)manipulations in treating lower cervical disc herniation(CDH).Methods:A total of 120 CDH patients who met the inclusion criteria were randomly divided into an observation group and a control group,with 60 cases in each group.Patients in both groups were given the same Tuina manipulations.In addition,patients in the observation group practiced traditional Qigong exercise,and those in the control group did conventional neck exercise.After 8 weeks of treatment,the efficacy of the two groups was observed.Follow-up was conducted 3 months after the end of the treatment to record any recurrence.Results:The total effective rate of the observation group was higher than that of the control group(P＜0.05).The improvement in symptom scores was more significant in the observation group than in the control group(P＜0.05).There was inter-group statistical significance in comparing the cross-sectional area and fatty infiltration of certain cervical muscles(P＜0.05).In addition,the recurrence rate in the observation group was lower than that in the control group(P＜0.05).Conclusion:On the basis of the same Tuina manipulation treatment,the efficacy of traditional Qigong exercise in treating CDH is superior to that of conventional neck exercise,with more significant improvements in pain and quality of life and a lower recurrence rate.