Objective: To explore the feasibility of remotely obtaining complex information on traditional Chinese medicine (TCM) pulse conditions through voice signals. Methods: We used multi-label pulse conditions as the entry point and modeled and analyzed TCM pulse diagnosis by combining voice analysis and machine learning. Audio features were extracted from voice recordings in the TCM pulse condition dataset. The obtained features were combined with information from tongue and facial diagnoses. A multi-label pulse condition voice classification DNN model was built using 10-fold cross-validation, and the modeling methods were validated using publicly available datasets. Results: The analysis showed that the proposed method achieved an accuracy of 92.59% on the public dataset. The accuracies of the three single-label pulse manifestation models in the test set were 94.27%, 96.35%, and 95.39%. The absolute accuracy of the multi-label model was 92.74%. Conclusion Voice data analysis may serve as a remote adjunct to the TCM diagnostic method for pulse condition assessment.

Objective To establish a dynamic prediction model of fatal massive hemorrhage in trauma based on the vital signs time series data and machine learning algorithms.Methods Retrospectively analyze the vital signs time series data of 7522 patients with trauma in the Medical Information Mart for Intensive Care-Ⅳ(MIMIC-Ⅳ)database from 2008 to 2019.According to the occurrence of posttraumatic fatal massive hemorrhage,the patients were divided into two groups:fatal massive hemorrhage group(n=283)and non-fatal massive hemorrhage group(n=7239).Six machine learning algorithms,including logistic regression(LR),support vector machine(SVM),random forests(RF),adaptive boosting(AdaBoost),gated recurrent unit(GRU),and GRU-D were used to develop a dynamic prediction models of fatal massive hemorrhage in trauma.The probability of fatal massive hemorrhage in the following 1,2,and 3 h was dynamically predicted.The performance of the models was evaluated by accuracy,sensitivity,specificity,positive predictive value,negative predictive value,Youden index,and area under receiver operating characteristic curve(AUC).The models were externally validated based on the trauma database of the Chinese PLA General Hospital.Results In the MIMIC-Ⅳ database,the set of dynamic prediction models based on the GRU-D algorithm was the best.The AUC for predicting fatal major bleeding in the next 1,2,and 3 h were 0.946±0.029,0.940±0.032,and 0.943±0.034,respectively,and there was no significant difference(P=0.905).In the trauma dataset,GRU-D model achieved the best external validation effect.The AUC for predicting fatal major bleeding in the next 1,2,and 3 h were 0.779±0.013,0.780±0.008,and 0.778±0.009,respectively,and there was no significant difference(P=0.181).This set of models was deployed in a public web calculator and hospital emergency department information system,which is convenient for the public and medical staff to use and validate the model.Conclusion A set of dynamic prediction models has been successfully developed and validated,which is greatly significant for the early diagnosis and dynamic prediction of fatal massive hemorrhage in trauma.

Objective To investigate the influencing factors of falls and serious falls among individuals aged 45 years and above in China,as well as explore the association between falls and multimorbidity,thereby pro-viding empirical evidence for the formulation of effective strategies to prevent falls.Methods The study utilized data from the CHARLS 2020 dataset and employed various statistical methods,including descriptive statistics,χ2 test,quadratic regression,and logistic regression.Additionally,subgroup analyses were conducted on key vari-ables.Results The prevalence of falls and serious falls among individuals aged 45 and above in China was found to be 17.42%and 6.86%,respectively.Multimorbidity emerged as a significant determinant influencing both falls and serious falls,with a higher number of diseases being associated with an increased prevalence of these events.Conclusion In order to effectively address the issue of falls in middle-aged and elderly individuals,particularly those with multimorbidity,it is imperative to integrate multimorbidity considerations into the comprehensive fall intervention process.

Objective:To search the best evidence for perioperative nutrition management in pancreatic cancer patients, so as to provide evidence basis for optimization of perioperative nutrition management in pancreatic cancer patients.Methods:Evidence on perioperative nutrition management for pancreatic cancer patients was systematically searched in Cochrane Library, British Medical Journal (BMJ) Best Practice, UpToDate, National Institute for Health and Clinical Excellence, PubMed, China National Knowledge Infrastructure, WanFang Data, VIP, Chinese Medical Association Network and other domestic and foreign databases and nutrition related websites. The search types included clinical decision-making, guidelines, expert consensus, evidence summary, and systematic review. The search period was from database establishment to February 10, 2023.Results:A total of 17 articles were included, including 8 guidelines, 6 expert consensus, and 3 systematic reviews. A total of 26 pieces of evidence were summarized from 6 aspects, including management general principles, energy and protein requirements, nutritional risk screening and assessment, nutritional support, complication management, and post discharge management.Conclusions:The process of extracting the best evidence of perioperative nutrition management for pancreatic cancer patients is scientific and rigorous. Medical and nursing staff can improve the quality of nutrition management for patients with pancreatic cancer and promote the recovery of patients according to the actual clinical situation.

Objective:To investigate the clinical significance of bone metabolic indexes for disease assessment and curative effect monitoring in multiple myeloma(MM)bone disease(MBD)patients with different blood separation results.Methods:A total of 134 newly diagnosed MM patients treated in Cangzhou Hospital of Integrated TCM-WM-Hebei were enrolled and divided into control group[119 cases,serum,colloid and red blood cell(RBC)from top to bottom of sample]and abnormal group(15 cases,serum,mixed layer of RBC and serum,colloid and RBC from top to bottom of sample)according to the results of blood separation.According to the imaging findings,MBD was classified into grade 0-4,grade 0-2 was mild,and grade 3-4 was severe.The MBD grade of patients in the two groups was analyzed.The curative effect of MBD patients after chemotherapy and the changes of blood separation results and bone metabolic indexes before and after treatment were evaluated.The correlation between β 2-microglobulin(MG)and bone metabolic indexes was analyzed by Pearson correlation analysis.Results:In the control group,there were 69 cases of grade 0-2 and 50 cases of grade 3-4,while in the abnormal group,there were 5 cases of grade 0-2 and 10 cases of grade 3-4,the difference was statistically significant(P＜0.05).The serum β 2-MG,β-CTX levels in abnormal group were both significantly higher than those in control group,while the levels of P1NP and osteocalcin(OC)were significantly lower(all P＜0.001).In the control group,there were 95 patients with ≥ partial response(PR)and the blood separation results were not changed,while 24 patients with＜PR and 5 of them had abnormal blood separation results.In the abnormal group,9 patients with efficacy≥PR showed normal blood separation results,while 6 patients with efficacy＜PR and 5 of them still remained abnormal blood separation results.Compared with before treatment,β-CTX and β 2-MG of patients with efficacy ≥ PR were significantly decreased but P1NP and OC increased in the control group(all P＜0.00 1),which was the same as abnoraml group(both P＜0.001,P＜0.01).There were no significant changes in the levels of all indexes in the two groups of patients with efficacy＜PR(P＞0.05).Compared with before treatment,the levels of β-CTX and β 2-MG in the control group with unchanged blood separation results were significantly decreased(both P＜0.00l),while the levels of P1NP and OC were significantly increased(P＜0.01,P＜0.001),and the level of each index in the patients transformed to abnormal blood separation result after treatment did not significantly change(P＞0.05);the levels of β-CTX and β 2-MG in the abnormal group transformed to normal blood separation result were significantly decreased(both P＜0.01),while the levels of P1NP and OC were significantly increased(P＜0.001,P＜0.01),and the level of each index in patients with unchanged blood separation results did not significantly change(P＞0.05).Pearson correlation analysis showed that serumβ 2-MG was positively correlated with β-CTX(r=0.709,P＜0.001),and negatively correlated with P1NP and OC(r=-0.410,r=-0.412,both P＜0.001).Conclusion:MBD patients with abnormal blood separation results have higher bone disease grade and poor prognosis,which is closely related to the significant increase of bone resorption index β-CTX level and decrease of bone formation index P1NP and OC levels,leading to more serious bone metabolic homeostasis disorder.The results of blood separation combined with the changes of bone metabolic indexes can be used as one of the comprehensive predictors of disease condition,efficacy monitoring and prognosis evaluation of MBD patients.

Patients with severe trauma require an extremely timely treatment and transfusion plays an irreplaceable role in the emergency treatment of such patients. An increasing number of evidence-based medicinal evidences and clinical practices suggest that patients with severe traumatic bleeding benefit from early transfusion of low-titer group O whole blood or hemostatic resuscitation with red blood cells, plasma and platelet of a balanced ratio. However, the current domestic mode of blood supply cannot fully meet the requirements of timely and effective blood transfusion for emergency treatment of patients with severe trauma in clinical practice. In order to solve the key problems in blood supply and blood transfusion strategies for emergency treatment of severe trauma, Branch of Clinical Transfusion Medicine of Chinese Medical Association, Group for Trauma Emergency Care and Multiple Injuries of Trauma Branch of Chinese Medical Association, Young Scholar Group of Disaster Medicine Branch of Chinese Medical Association organized domestic experts of blood transfusion medicine and trauma treatment to jointly formulate Chinese expert consensus on blood support mode and blood transfusion strategies for emergency treatment of severe trauma patients ( version 2024). Based on the evidence-based medical evidence and Delphi method of expert consultation and voting, 10 recommendations were put forward from two aspects of blood support mode and transfusion strategies, aiming to provide a reference for transfusion resuscitation in the emergency treatment of severe trauma and further improve the success rate of treatment of patients with severe trauma.

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 study the effect of autophagy regulation on hypoxia/reoxygenation injury(H/RI)in mouse spermatogonia,and to explore the effect of autophagy on ischemia-reperfusion injury(IRI)in mouse testicular tissue.Methods The mouse spermatogonial cell line GC1 spg was used as the research object to construct the H/RI model.Rapamycin(RAPA)and 3-methyladenine(3-MA)were used as autophagy ago-nists and inhibitors.The control group,the model group,the autophagy agonist intervention group(H/RI+autophagy agonist intervention),and the autophagy inhibitor intervention group(H/RI+autophagy inhibitor intervention)were set up.The cells proliferation ability of each group was detected by methyl thiazol tetrazoli-um(MTT)method.The release level of reactive oxygen species(ROS)and apoptosis level of each group were detected by flow cytometry.The expression levels of autophagy-related gene Beclin1 and apoptosis-relat-ed genes Bcl-2 and Bax mRNA in each group were detected by real-time fluorescence quantitative PCR(qPCR).The expression levels of autophagy-related proteins LC3-Ⅰ,LC3-Ⅱ,Beclin1,p62 and apoptosis-relat-ed proteins Bcl-2,Bax,caspase-3 in each group were detected by Western blot.Results Compared with the control group,the proliferation abiliy,the expression levels of Beclin1 and Bcl-2 mRNA in the model group were significantly decreased(P＜0.01),the relative expression levels of p62 and Bcl-2 proteins were significantly decreased(P＜0.01).The ROS level,apoptosis rate and the mRNA expression level of Bax were significantly increased(P＜0.01),and the protein expresion levels of Beclin1,Bax,caspase-3 and the protein ratio of LC3-Ⅱ/LC3-Ⅰ were significantly increased(P＜0.01).Compared with the model group,the cell proliferation a-bility,the expression levels of Beclin1 and Bcl-2 mRNA in the autophagy agonist intervention group were the protein ratio of significantly increased(P＜0.01),the protein expression levels of Beclin1 and Bcl-2 and the protein ration of LC3-Ⅱ/LC3-Ⅰ were significantly increased(P＜0.01).The ROS level,apoptosis rate and the expression level of Bax mRNA were significantly decreased(P＜0.01),and the protein expression levels of p62,Bax,caspase-3 and the protein ratio of LC3-Ⅱ/LC3-Ⅰ were significantly decreased(P＜0.01).Com-pared with the model group,the cell proliferation ability,the mRNA expression levels of Beclin1 and Bcl-2 in the autophagy inhibitor intervention group were significantly decreased(P＜0.01),the protein expression lev-els of Beclin1 and Bcl-2 protein were significantly decreased(P＜0.01).The ROS level,apoptosis rate and the mRNA expression level of Bax were significantly increased(P＜0.01),and the protein expression levels of p62,Bax,caspase-3 and the protein ratio of LC3-Ⅱ/LC3-Ⅰwere significantly iecreased(P＜0.01).Conclusion Enhanced au-tophagy can inhibit apoptosis of spermatogonia and repair H/RI in mice,which provides a theoretical basis for the treatment of testicular tissue IRI.

To review and investigate the diagnosis results of local anesthetics (LA) allergy and improve the understanding of LA allergy in clinician. From March 2017 to February 2022, a total of 24 patients were investigated in Allergy Center of West China Hospital,Sichuan University on suspicion of LA allergy. Clinical data and results of skin tests and drug provocation tests (DPT) with the suspected drugs were retrospectively evaluated. The value of standardized diagnostic protocol in the LA allergy were analyzed. The results showed that 24 patients (3 men/21 women) were included with age range from 20 to 74 years. Three cases (12.5%) were positive in previous LA skin tests and proved to be tolerated through standardized tests. Twenty-one patients were initially diagnosed as "LA allergy" because of adverse reactions after previous use of LA, including 20 cases of immediate-type reaction and 1 case of delayed-type reaction. Three cases were considered LA allergy through standardized diagnosis approaches, including skin tests and DPT. One patient was diagnosed with anaphylaxis caused by chlorhexidine. Of the remaining 17 patients, 7 were considered as psychosomatic reactions (29.1%), 3 of sympathetic nervous system conditions (12.5%), 1 of spontaneous urticaria (4.2%), 2 of vasovagal syncope (8.3%), drug side effects (8.3%), skin irritation (8.3%), respectively. In conclusion, true allergic reactions to LA are rare. Through standardized skin tests and DPT, allergy can be ruled out in the vast majority of patients who complain of "LA allergy". For patients who are highly suspected of LA inducing anaphylaxis, other local anesthetics that can be used as safe alternatives should be determined by diagnostic tests according to future needs.
Male ; Humans ; Female ; Young Adult ; Adult ; Middle Aged ; Aged ; Anesthetics, Local/adverse effects* ; Anaphylaxis/diagnosis* ; Retrospective Studies ; Drug-Related Side Effects and Adverse Reactions ; Chlorhexidine

To review and investigate the diagnosis results of local anesthetics (LA) allergy and improve the understanding of LA allergy in clinician. From March 2017 to February 2022, a total of 24 patients were investigated in Allergy Center of West China Hospital,Sichuan University on suspicion of LA allergy. Clinical data and results of skin tests and drug provocation tests (DPT) with the suspected drugs were retrospectively evaluated. The value of standardized diagnostic protocol in the LA allergy were analyzed. The results showed that 24 patients (3 men/21 women) were included with age range from 20 to 74 years. Three cases (12.5%) were positive in previous LA skin tests and proved to be tolerated through standardized tests. Twenty-one patients were initially diagnosed as "LA allergy" because of adverse reactions after previous use of LA, including 20 cases of immediate-type reaction and 1 case of delayed-type reaction. Three cases were considered LA allergy through standardized diagnosis approaches, including skin tests and DPT. One patient was diagnosed with anaphylaxis caused by chlorhexidine. Of the remaining 17 patients, 7 were considered as psychosomatic reactions (29.1%), 3 of sympathetic nervous system conditions (12.5%), 1 of spontaneous urticaria (4.2%), 2 of vasovagal syncope (8.3%), drug side effects (8.3%), skin irritation (8.3%), respectively. In conclusion, true allergic reactions to LA are rare. Through standardized skin tests and DPT, allergy can be ruled out in the vast majority of patients who complain of "LA allergy". For patients who are highly suspected of LA inducing anaphylaxis, other local anesthetics that can be used as safe alternatives should be determined by diagnostic tests according to future needs.
Male ; Humans ; Female ; Young Adult ; Adult ; Middle Aged ; Aged ; Anesthetics, Local/adverse effects* ; Anaphylaxis/diagnosis* ; Retrospective Studies ; Drug-Related Side Effects and Adverse Reactions ; Chlorhexidine