The application of artificial intelligence (AI) in perioperative anesthesia decision-making is becoming a research hotspot, particularly in anesthesia risk assessment, depth of anesthesia monitoring, and postoperative recovery management, where it demonstrates significant potential. AI technologies, especially machine learning and deep learning, have demonstrated exceptional capabilities in processing and analyzing high-dimensional complex data. By leveraging these technologies, it is possible to efficiently interpret vast amounts of intricate clinical data, thereby providing anesthesiologists with personalized and precise decision support. However, implementing AI technologies in clinical practice faces numerous challenges, mainly including data quality, algorithm interpretability, and technological compatibility. Furthermore, concerns surrounding data privacy and ethical considerations urgently need to be addressed to ensure that the application of AI technologies aligns with clinical ethics and legal standards. This article aims to provide a comprehensive overview of AI technologies, their applications in perioperative anesthesia decision-making, existing limitations, and future directions. The goal is to offer insights into clinical anesthesia practice and to promote the realization of personalized precision anesthesia.

Metabolic disorders and immunosuppression exist in peripartal cows,and glutamine(GLN)has the potential efficacy to improve the negative energy balance(NEB)and the function of neutrophil(polymorphonuclear granulocyte,PMN)in peripartal cows.The aim of the present study was to investigate the effects of supplementation with rumen-protected GLN on the metabo-lism and the phagocytosis function of PMN in peripartal cows.Twenty Chinese Holstein cows with similar age,parity,body condition score and expected date of delivery were selected and divided into CON(n=10,fed basal diet)and GLN groups(n=10,supplemented with 180 g/d of rumen-protected GLN).During the test period of 42 d,blood samples were collected at-21,-14,-7,0,7,14 and 21 d.Milk production was recorded at 7,14 and 21 d,respectively.The results showed that:serum GLN concentrations in peripartal cows continued to decrease until they increased after 7 d postpartum,suggesting that peripartal cows may be in a state of GLN deficiency.The serum GLN content of the cows increased significantly(P＜0.05)from-7 to 21 d after GLN supple-mentation,indicating that supplementation was effective.The blood glucose concentration of peri-partal cows increased on the day of parturition but decreased postpartum,and the concentrations of non-esterified fatty acid(NEFA)and β-hydroxybutyrate(BHBA)in the blood increased postpar-tum,which indicated that peripartal cows had a physiological NEB.Blood glucose concentration in-creased significantly(P＜0.01)at-7,14 and 21 d after GLN supplementation,and blood concen-trations of NEFA and BHBA decreased significantly(P＜0.01)postpartum,suggesting that peri-partal cows had a NEB alleviated by GLN supplementation.Serum malondialdehyde(MDA)con-centration of periparturient cow peaked on the day of parturition but declined postpartum,and the concentration of MDA reached a peak on the day of delivery but declined postpartum,and the total antioxidant capacity(T-AOC)level continued to decline until it increased on the day of parturi-tion,indicating that peripartal cows were in a state of oxidative stress.Serum MDA concentration significantly decreased(P＜0.05)and serum T-AOC level significantly increased(P＜0.05)after GLN supplementation,indicating that antioxidant capacity of peripartal cows was improved by GLN supplementation.The concentration of serum pro-inflammatory factor IL-β peaked on the day of parturition and then decreased,the concentration of TNF-α peaked on the day of parturition and then decreased,and the concentration of anti-inflammatory factor IL-10 continued to decrease,which indicated that there was an inflammatory reaction in the cows during the periparturient peri-od.However,the levels of IL-1β on the day of delivery and postpartum decreased significantly(P＜0.01),the levels of TNF-α decreased(P＜0.05),and the levels of IL-10 increased significantly(P＜0.01)throughout the peripartum period,which indicated that GLN supplementation im-proved the anti-inflammatory ability of periparturient dairy cows.The phagocytosis function of PMN in peripartal cows was significantly reduced from-14 d to the day of parturition(P＜0.01),and the phagocytosis function of neutrophils was significantly enhanced after GLN supple-mentation at-14(P＜0.05),14 and 21 d(P＜0.01),which indicated that intrinsic immune func-tion of peripartal cows was enhanced by supplementation of GLN.GLN supplementation did not significantly affect milk production of cows at three weeks postpartum.In conclusion,supplemental rumen-protected GLN alleviated NEB,alleviated systemic oxidative stress and inflammatory re-sponse,and enhanced phagocytosis of PMN in peripartal cows,which has some potential for clini-cal application.

Forensic microbiology,a pivotal discipline within forensic science,focuses on microorganisms as the primary subject of study and applies life science technologies to analyze microbial evidence in criminal and civil investigations.Tissue source inference plays a crucial role in forensic investigations,facilitating case assessment and crime scene reconstruction.The application of microbiome analysis in tissue source inference benefits from the tissue specificity and spatiotemporal stability of human microbial communities.This article provides a systematic review of recent advances in tissue source inference based on microbiome analysis,covering technological development,research trends,and practical applications.Finally,the challenges confronted in practice in forensic microbiology and the future prospects for its development are summarized.

The decrease in blood glucose in perinatal dairy cows affects the energy supply and im-mune function of peripheral blood neutrophils(PMN).Fibroblast growth factor 21(FGF21)is an important regulator of glucose metabolism,and serum FGF21 levels in some perinatal cows are significantly elevated after farrowing.In order to explore the effect of FGF21 on PMN glucose ho-meostasis in perinatal dairy cows,the cows were divided into high FGF21 group(high FGF21,n=8,FGF21＞800 ng/L)and low FGF21 group(low FGF21,n=8,FGF21＜200 ng/L)within 3 weeks postpartum.The results showed that compared with the low FGF21 group,the glucose up-take of PMN and the mRNA expression of glucose transporters SLC2A1 and SLC2A3 were signifi-cantly increased in the high FGF21 group.The activities of phosphofructokinase 1(PFK1)and glu-cose-6-phosphate dehydrogenase(G6PDH)were significantly increased,and the activity of glyco-gen synthase(GCS)was significantly decreased in PMN in the high FGF21 group.The lactate con-tent and ATP content of PMN were significantly increased,and the mRNA and protein expressions of hexokinase(HK2)and PFK1 were significantly increased in the high FGF21 group.These re-sults indicated that the uptake and utilization of glucose by PMN in perinatal peripheral blood FGF21 increased to ensure the ATP supply of PMN,which provided a theoretical basis for the pro-posal of a new strategy to alleviate immunosuppression in perinatal dairy cows.

Metabolic disorders and immunosuppression exist in peripartal cows,and glutamine(GLN)has the potential efficacy to improve the negative energy balance(NEB)and the function of neutrophil(polymorphonuclear granulocyte,PMN)in peripartal cows.The aim of the present study was to investigate the effects of supplementation with rumen-protected GLN on the metabo-lism and the phagocytosis function of PMN in peripartal cows.Twenty Chinese Holstein cows with similar age,parity,body condition score and expected date of delivery were selected and divided into CON(n=10,fed basal diet)and GLN groups(n=10,supplemented with 180 g/d of rumen-protected GLN).During the test period of 42 d,blood samples were collected at-21,-14,-7,0,7,14 and 21 d.Milk production was recorded at 7,14 and 21 d,respectively.The results showed that:serum GLN concentrations in peripartal cows continued to decrease until they increased after 7 d postpartum,suggesting that peripartal cows may be in a state of GLN deficiency.The serum GLN content of the cows increased significantly(P＜0.05)from-7 to 21 d after GLN supple-mentation,indicating that supplementation was effective.The blood glucose concentration of peri-partal cows increased on the day of parturition but decreased postpartum,and the concentrations of non-esterified fatty acid(NEFA)and β-hydroxybutyrate(BHBA)in the blood increased postpar-tum,which indicated that peripartal cows had a physiological NEB.Blood glucose concentration in-creased significantly(P＜0.01)at-7,14 and 21 d after GLN supplementation,and blood concen-trations of NEFA and BHBA decreased significantly(P＜0.01)postpartum,suggesting that peri-partal cows had a NEB alleviated by GLN supplementation.Serum malondialdehyde(MDA)con-centration of periparturient cow peaked on the day of parturition but declined postpartum,and the concentration of MDA reached a peak on the day of delivery but declined postpartum,and the total antioxidant capacity(T-AOC)level continued to decline until it increased on the day of parturi-tion,indicating that peripartal cows were in a state of oxidative stress.Serum MDA concentration significantly decreased(P＜0.05)and serum T-AOC level significantly increased(P＜0.05)after GLN supplementation,indicating that antioxidant capacity of peripartal cows was improved by GLN supplementation.The concentration of serum pro-inflammatory factor IL-β peaked on the day of parturition and then decreased,the concentration of TNF-α peaked on the day of parturition and then decreased,and the concentration of anti-inflammatory factor IL-10 continued to decrease,which indicated that there was an inflammatory reaction in the cows during the periparturient peri-od.However,the levels of IL-1β on the day of delivery and postpartum decreased significantly(P＜0.01),the levels of TNF-α decreased(P＜0.05),and the levels of IL-10 increased significantly(P＜0.01)throughout the peripartum period,which indicated that GLN supplementation im-proved the anti-inflammatory ability of periparturient dairy cows.The phagocytosis function of PMN in peripartal cows was significantly reduced from-14 d to the day of parturition(P＜0.01),and the phagocytosis function of neutrophils was significantly enhanced after GLN supple-mentation at-14(P＜0.05),14 and 21 d(P＜0.01),which indicated that intrinsic immune func-tion of peripartal cows was enhanced by supplementation of GLN.GLN supplementation did not significantly affect milk production of cows at three weeks postpartum.In conclusion,supplemental rumen-protected GLN alleviated NEB,alleviated systemic oxidative stress and inflammatory re-sponse,and enhanced phagocytosis of PMN in peripartal cows,which has some potential for clini-cal application.

OBJECTIVE To summarize the clinical characteristics and diagnosis and treatment experiences in dealing with non-severe Chlamydia psittaci pneumonia.METHODS The clinical data were collected from 34 patients who were diagnosed with non-severe C.psittaci pneumonia through quantitative polymerase chain reactiong(qPCR)for sputum in fever clinic of the First Medical Center of Chinese PLA General Hospital from Mar.2023 to Mar.2024 and were retrospectively analyzed.The clinical characteristics and treatment outcomes were evaluated.RESULTS The average age of the patients was(44.82±13.74)years old,the ratio of male to female was 1∶1.83;all of the patients had fever;major symptoms were cough(70.59％),pharyngodynia(44.12％),and flu-like symptoms(41.18％);82.35％of the patients had the history of contact with poultry.The C-reactive pro-tein(CRP)level,interleukin-6(IL-6),systemic inflammatory response index(SIRI)and aggregate index of sys-temic inflammation(AISI)were higher among the patients aged no less than 44 years old than among the patients less than 44 years old(P＜0.05);the percentage of lymphocytes of the patients aged no less than 44 years old was lower than that of the patients aged less than 44 years old(P＜0.05).As for the imaging findings,73.53％of the patients had consolidation shadows,26.47％had ground-glass opacities,and 32.35％involved both lungs.All of the patients received quinolones or tetracyclines for treatment of 7-14 days and all symptoms relieved.CT reexami-nated 1 month after the treatment showed that 55.88％of the cases had complete absorption of pulmonary infec-tious lesions,and 35.29％had partial absorption.CONCLUSIONS The patients with non-severe Chlamydia psitta-ci pneumonia are characterized by the history of contact with poultry,fever complicated with respiratory tract symptoms,rise of inflammatory markers(more significant among patients of advanced age)and lower lobe con-solidation shadow/ground-glass opacities.Early identification and standardized treatment may facilitate the favora-ble treatment outcomes.

OBJECTIVE To explore the clinical characteristics of Mycoplasma pneumoniae pneumonia(MPP)after COVID-19 epidemic so as to offer help for early clinical diagnosis and treatment.METHODS The clinical data that were collected from the MPP patients who were treated in the fever clinic of the First Medical Center of Chinese PLA General Hospital from Jul.2023 to Aug.2024 were retrospectively analyzed.The results of laboratory tests for the different age groups of patients complicated with other pathogens were statistically analyzed.RESULTS Of totally 161 MPP patients who were enrolled in the study,78(48.85％)were male,and 83(51.55％)were fe-male;the average age was(32.98±14.35)years old,and the patients aged between 20 and 40 years old accoun-ted for 43.48％(70 cases).The enrolled patients were divided into the simple MPP group with 92(57.14％)ca-ses and the MPP+mixed group with 69(42.86％)cases according to the result of etiological test of sputum;the patients of MPP+mixed group were divided into the MPP+bacteria group with 42(60.87％)cases,the MPP+fungi group with 10(14.49％)cases,and the MPP+viruses group with 17(24.64％)cases.There was significant difference in the age among the groups(P＜0.05);there were no significant differences in the sex,white blood cell counts and percentage of mononuclear cells among the groups,the percentage of lymphocytes was highest in the simple MPP group,the levels of C-reactive protein(CRP)and interleukin-6(IL-6)were highest in the MPP+bacteria group,and there were significant differences(P＜0.05).All of the patients were divided into three groups:the ≤20-year-old group the＞20-40-year old group and the＞40-year-old group.There were no sig-nificant differences in the white blood cell counts,percentage of lymphocytes,percentage of mononuclear cells and IL-6 level among the three groups,and the CRP level was highest in the＞20-40-year old group(P=0.025).Ran-dom forest model analysis showed that the weight of CRP was highest(22.65％)among the clinical characteristics of the MPP patients,which played a key role in construction of model.As for other factors,the weight of age was 17.02％,the percentage of lymphocytes 15.34％,the white blood cells counts 14.86％,the percentage of mono-nuclear cells 14.39％,the IL-6 13.61％,the gender 2.13％.CONCLUSION MPP maintains common among the patients aged less than 40 years old after the COVID-19 epidemic,nearly half of the patients are complicated with the infections of other pathogens,and CRP is more helpful for the clinical diagnosis and treatment of the MPP in early stage.

The application of artificial intelligence (AI) in perioperative anesthesia decision-making is becoming a research hotspot, particularly in anesthesia risk assessment, depth of anesthesia monitoring, and postoperative recovery management, where it demonstrates significant potential. AI technologies, especially machine learning and deep learning, have demonstrated exceptional capabilities in processing and analyzing high-dimensional complex data. By leveraging these technologies, it is possible to efficiently interpret vast amounts of intricate clinical data, thereby providing anesthesiologists with personalized and precise decision support. However, implementing AI technologies in clinical practice faces numerous challenges, mainly including data quality, algorithm interpretability, and technological compatibility. Furthermore, concerns surrounding data privacy and ethical considerations urgently need to be addressed to ensure that the application of AI technologies aligns with clinical ethics and legal standards. This article aims to provide a comprehensive overview of AI technologies, their applications in perioperative anesthesia decision-making, existing limitations, and future directions. The goal is to offer insights into clinical anesthesia practice and to promote the realization of personalized precision anesthesia.

OBJECTIVE To explore the clinical characteristics of Mycoplasma pneumoniae pneumonia(MPP)after COVID-19 epidemic so as to offer help for early clinical diagnosis and treatment.METHODS The clinical data that were collected from the MPP patients who were treated in the fever clinic of the First Medical Center of Chinese PLA General Hospital from Jul.2023 to Aug.2024 were retrospectively analyzed.The results of laboratory tests for the different age groups of patients complicated with other pathogens were statistically analyzed.RESULTS Of totally 161 MPP patients who were enrolled in the study,78(48.85％)were male,and 83(51.55％)were fe-male;the average age was(32.98±14.35)years old,and the patients aged between 20 and 40 years old accoun-ted for 43.48％(70 cases).The enrolled patients were divided into the simple MPP group with 92(57.14％)ca-ses and the MPP+mixed group with 69(42.86％)cases according to the result of etiological test of sputum;the patients of MPP+mixed group were divided into the MPP+bacteria group with 42(60.87％)cases,the MPP+fungi group with 10(14.49％)cases,and the MPP+viruses group with 17(24.64％)cases.There was significant difference in the age among the groups(P＜0.05);there were no significant differences in the sex,white blood cell counts and percentage of mononuclear cells among the groups,the percentage of lymphocytes was highest in the simple MPP group,the levels of C-reactive protein(CRP)and interleukin-6(IL-6)were highest in the MPP+bacteria group,and there were significant differences(P＜0.05).All of the patients were divided into three groups:the ≤20-year-old group the＞20-40-year old group and the＞40-year-old group.There were no sig-nificant differences in the white blood cell counts,percentage of lymphocytes,percentage of mononuclear cells and IL-6 level among the three groups,and the CRP level was highest in the＞20-40-year old group(P=0.025).Ran-dom forest model analysis showed that the weight of CRP was highest(22.65％)among the clinical characteristics of the MPP patients,which played a key role in construction of model.As for other factors,the weight of age was 17.02％,the percentage of lymphocytes 15.34％,the white blood cells counts 14.86％,the percentage of mono-nuclear cells 14.39％,the IL-6 13.61％,the gender 2.13％.CONCLUSION MPP maintains common among the patients aged less than 40 years old after the COVID-19 epidemic,nearly half of the patients are complicated with the infections of other pathogens,and CRP is more helpful for the clinical diagnosis and treatment of the MPP in early stage.

The decrease in blood glucose in perinatal dairy cows affects the energy supply and im-mune function of peripheral blood neutrophils(PMN).Fibroblast growth factor 21(FGF21)is an important regulator of glucose metabolism,and serum FGF21 levels in some perinatal cows are significantly elevated after farrowing.In order to explore the effect of FGF21 on PMN glucose ho-meostasis in perinatal dairy cows,the cows were divided into high FGF21 group(high FGF21,n=8,FGF21＞800 ng/L)and low FGF21 group(low FGF21,n=8,FGF21＜200 ng/L)within 3 weeks postpartum.The results showed that compared with the low FGF21 group,the glucose up-take of PMN and the mRNA expression of glucose transporters SLC2A1 and SLC2A3 were signifi-cantly increased in the high FGF21 group.The activities of phosphofructokinase 1(PFK1)and glu-cose-6-phosphate dehydrogenase(G6PDH)were significantly increased,and the activity of glyco-gen synthase(GCS)was significantly decreased in PMN in the high FGF21 group.The lactate con-tent and ATP content of PMN were significantly increased,and the mRNA and protein expressions of hexokinase(HK2)and PFK1 were significantly increased in the high FGF21 group.These re-sults indicated that the uptake and utilization of glucose by PMN in perinatal peripheral blood FGF21 increased to ensure the ATP supply of PMN,which provided a theoretical basis for the pro-posal of a new strategy to alleviate immunosuppression in perinatal dairy cows.