1.Epidemiological distribution characteristics and transmission patterns of Campylobacter in a Shandong broiler slaughterhouse
Shuai MIAO ; Xiu-mei HUANG ; Lin WANG ; Jun-hui LIU ; Jian-mei ZHAO ; Yu-bin GAO ; Shi-ping SONG ; Si-yu ZHANG ; Na LIU ; Ge ZHAO ; Xi-yue ZHANG ; Jun-wei WANG ; Juan WANG ; Zhi-na QU
Chinese Journal of Zoonoses 2025;41(6):583-591
This research investigated the contamination level,distribution of drug-resistant strains,and molecular epidemiologi-cal characteristics of Campylobacter,and further explored transmission pathways and prevention strategies.Cecum,chicken carcass,chicken product,and environmental samples,as well as swabs from workers'hands,were collected from a slaughterhouse in a large broiler group in the Jiaodong area between August 2023 and July 2024.Quantitative contamination assessment of Campylobacter in chicken carcasses and chicken products was performed.After microbial mass spectrometry identification,the representative strains of different links were selected for drug resistance testing and whole genome sequencing(WGS).On the basis of the sequencing results,the resistance genes,virulence genes,multilocus sequence typing(MLST),and phylogenetic characteristics of representative strains were analyzed.Homology comparisons were performed between isolates and strains from patients with diarrhea in the NCBI database.A total of 297 Campylobacter strains were isolated from 806 samples,and the overall detection rate was 36.85%.The detection rate of Campylobacter was highest in the evisceration process(47.33%),followed by the cutting process(35.64%).Overall,the Campylo-bacter detection rate first increased,then decreased,and subsequently increased.Drug sensitivity testing revealed that 90 isolates were resistant to nalidixic acid and ciprofloxacin,and 94.97%of isolates were resistant to tetracycline.WGS showed that both Campylo-bacter jejuni(C.jejuni)and Campylobacter coli(C.coli)carried many drug resistance and virulence genes.ST-14176 of C.jejuni was isolated for the first time herein.The predominant ST-8261 strain of C.jejuni and ST-860,ST-829,and ST-1586 strains of C.coli are known to cause human diarrhea.LOS expression genes associated with Guillain-Barré syndrome(GBS)were detected in both C.jejuni isolates from the slaughter chain and patients with GBS.Some strains exhibited close genetic relatedness to human-derived Campylo-bacter strains from the NCBI database.The detection rate of Campylobacter in the slaughterhouse first increased,then decreased,and subsequently increased,and the quantitative contamination level of each link was similar to the detection rate.Quantitative analysis of chicken carcasses/products revealed that the average bacterial load was highest in eviscerated carcasses(102.80 cfu/g),and the high-est amount of Campylobacter in chicken products reached 451.80 cfu/g.Abundant drug resistance genes and virulence genes were iden-tified,and the drug resistance genes were highly correlated with the drug resistance rate.Therefore,surveillance intensity and control measures for Campylobacter in slaughter processes should be strengthened.
2.Expert consensus on infection prevention and control of Creutzfeldt-Jakob disease in medical institutions
Tianxiang GE ; Yangyang JIA ; Chunhui LI ; Jianrong HUANG ; Xiujuan MENG ; Xiaodong GAO ; Jingping ZHANG ; Fu QIAO ; Lijuan XIONG ; Hui LIANG ; Wei LI ; Haiyan LOU ; Wenjuan WU ; Tianxin XIANG ; Jiansen CHEN ; Biao ZHU ; Kaijin XU ; Zhihui ZHOU ; Hongliu CAI ; Meihong YU ; Yan ZHANG ; Yanwan SHANGGUAN ; Haiting FENG ; Hangping YAO ; Lei GUO ; Tieer GAN ; Weihong ZHANG ; Jimin SUN ; Ye LU ; Qun LU ; Meng CAI ; Jin SHEN ; Yunsong YU ; Anhua WU ; Liu-yi LI ; Tingting QU
Chinese Journal of Infection Control 2025;24(4):437-450
Creutzfeldt-Jakob disease(CJD)is a rapidly progressive and fatal neurodegenerative disorder caused by prions,with certain infectivity and iatrogenic transmission risks.With the rapid progress and application of new dia-gnostic biomarkers and detection methods,as well as the construction and improvement of surveillance and reporting systems,the detection of CJD in patients domestically and internationally has shown an increasing trend year by year.Due to its long incubation period and heterogeneity of early symptoms,early identification and diagnosis of the disease is difficult,increasing the risk of transmission within medical institutions.Currently,there is a lack of con-sensus on the infection prevention and control of CJD.In order to timely identify and diagnose CJD as well as effec-tively block its transmission in medical institutions,this consensus summarizes 15 clinical concerns and formulates 24 specific recommendations based on the latest domestic and international research findings and clinical evidence,as well as combines with clinical practice,aiming to standardize healthcare-associated infection prevention and control measures for CJD and reduce its transmission risk in medical institutions.
3.Epidemiological distribution characteristics and transmission patterns of Campylobacter in a Shandong broiler slaughterhouse
Shuai MIAO ; Xiu-mei HUANG ; Lin WANG ; Jun-hui LIU ; Jian-mei ZHAO ; Yu-bin GAO ; Shi-ping SONG ; Si-yu ZHANG ; Na LIU ; Ge ZHAO ; Xi-yue ZHANG ; Jun-wei WANG ; Juan WANG ; Zhi-na QU
Chinese Journal of Zoonoses 2025;41(6):583-591
This research investigated the contamination level,distribution of drug-resistant strains,and molecular epidemiologi-cal characteristics of Campylobacter,and further explored transmission pathways and prevention strategies.Cecum,chicken carcass,chicken product,and environmental samples,as well as swabs from workers'hands,were collected from a slaughterhouse in a large broiler group in the Jiaodong area between August 2023 and July 2024.Quantitative contamination assessment of Campylobacter in chicken carcasses and chicken products was performed.After microbial mass spectrometry identification,the representative strains of different links were selected for drug resistance testing and whole genome sequencing(WGS).On the basis of the sequencing results,the resistance genes,virulence genes,multilocus sequence typing(MLST),and phylogenetic characteristics of representative strains were analyzed.Homology comparisons were performed between isolates and strains from patients with diarrhea in the NCBI database.A total of 297 Campylobacter strains were isolated from 806 samples,and the overall detection rate was 36.85%.The detection rate of Campylobacter was highest in the evisceration process(47.33%),followed by the cutting process(35.64%).Overall,the Campylo-bacter detection rate first increased,then decreased,and subsequently increased.Drug sensitivity testing revealed that 90 isolates were resistant to nalidixic acid and ciprofloxacin,and 94.97%of isolates were resistant to tetracycline.WGS showed that both Campylo-bacter jejuni(C.jejuni)and Campylobacter coli(C.coli)carried many drug resistance and virulence genes.ST-14176 of C.jejuni was isolated for the first time herein.The predominant ST-8261 strain of C.jejuni and ST-860,ST-829,and ST-1586 strains of C.coli are known to cause human diarrhea.LOS expression genes associated with Guillain-Barré syndrome(GBS)were detected in both C.jejuni isolates from the slaughter chain and patients with GBS.Some strains exhibited close genetic relatedness to human-derived Campylo-bacter strains from the NCBI database.The detection rate of Campylobacter in the slaughterhouse first increased,then decreased,and subsequently increased,and the quantitative contamination level of each link was similar to the detection rate.Quantitative analysis of chicken carcasses/products revealed that the average bacterial load was highest in eviscerated carcasses(102.80 cfu/g),and the high-est amount of Campylobacter in chicken products reached 451.80 cfu/g.Abundant drug resistance genes and virulence genes were iden-tified,and the drug resistance genes were highly correlated with the drug resistance rate.Therefore,surveillance intensity and control measures for Campylobacter in slaughter processes should be strengthened.
4.Expert consensus on infection prevention and control of Creutzfeldt-Jakob disease in medical institutions
Tianxiang GE ; Yangyang JIA ; Chunhui LI ; Jianrong HUANG ; Xiujuan MENG ; Xiaodong GAO ; Jingping ZHANG ; Fu QIAO ; Lijuan XIONG ; Hui LIANG ; Wei LI ; Haiyan LOU ; Wenjuan WU ; Tianxin XIANG ; Jiansen CHEN ; Biao ZHU ; Kaijin XU ; Zhihui ZHOU ; Hongliu CAI ; Meihong YU ; Yan ZHANG ; Yanwan SHANGGUAN ; Haiting FENG ; Hangping YAO ; Lei GUO ; Tieer GAN ; Weihong ZHANG ; Jimin SUN ; Ye LU ; Qun LU ; Meng CAI ; Jin SHEN ; Yunsong YU ; Anhua WU ; Liu-yi LI ; Tingting QU
Chinese Journal of Infection Control 2025;24(4):437-450
Creutzfeldt-Jakob disease(CJD)is a rapidly progressive and fatal neurodegenerative disorder caused by prions,with certain infectivity and iatrogenic transmission risks.With the rapid progress and application of new dia-gnostic biomarkers and detection methods,as well as the construction and improvement of surveillance and reporting systems,the detection of CJD in patients domestically and internationally has shown an increasing trend year by year.Due to its long incubation period and heterogeneity of early symptoms,early identification and diagnosis of the disease is difficult,increasing the risk of transmission within medical institutions.Currently,there is a lack of con-sensus on the infection prevention and control of CJD.In order to timely identify and diagnose CJD as well as effec-tively block its transmission in medical institutions,this consensus summarizes 15 clinical concerns and formulates 24 specific recommendations based on the latest domestic and international research findings and clinical evidence,as well as combines with clinical practice,aiming to standardize healthcare-associated infection prevention and control measures for CJD and reduce its transmission risk in medical institutions.
5.Clinical characteristics and genetics functional analysis of two children with Spinal muscular atrophy
Wenchen HUANG ; Jinli BAI ; Hong WANG ; Yuwei JIN ; Xiaoyin PENG ; Xiushan GE ; Hui JIAO ; Yujin QU ; Fang SONG
Chinese Journal of Medical Genetics 2024;41(10):1187-1194
Objective:To explore the characteristics of SMN1 gene variants and carry out functional verification for two children with Spinal muscular atrophy (SMA). Methods:Two male children with complicated SMA diagnosed at the Children′s Hospital Affiliated to Capital Institute of Pediatrics respectively in July 2021 and April 2022 due to delayed or retrograde motor development were selected as the study subjects. Clinical data of the children were collected. Primary culture of skin fibroblasts was carried out, and peripheral blood samples were collected from both children and their parents. Multiplex ligation-dependent probe amplification, combined long-range PCR and nested PCR, and Sanger sequencing were carried out to detect the copy number and variants of the SMN1 gene. Absolute quantitative real-time PCR, Western blotting and immunofluorescence were used to determine the transcriptional level of the SMN gene, expression of the SMN protein, and the number of functional SMN protein complexes (gems body), respectively. This study was approved by Medical Ethics Committee of the Children′s Hospital Affiliated to Capital Institute of Pediatrics (Ethics No. SHERLLM2021009). Results:Child 1, a 1-year-old boy, was clinically diagnosed with type 1 SMA. Child 2, a 2-and-a-half-year-old boy, was clinically diagnosed with type 3 SMA. Both children were found to harbor a paternally derived SMN1 deletion and a maternally derived SMN1 gene variant, namely c. 824G>T (p.Gly275Val) and c. 884A>T (p.*295Leu). Compared with the normal controls and carriers, the levels of full-length SMN1 transcripts in their peripheral blood and skin fibroblast cell lines were significantly decreased ( P<0.05), and the levels of SMN protein normalized to that of β-actin, and the numbers of gems bodies in the primary fibroblast cells were also significantly lower ( P<0.05). Based on the guidelines from the American College of Medical Genetics and Genomics, both variants were classified as likely pathogenic (PS3+ PM3+ PM5+ PP3; PS3+ PM3+ PM4+ PP3). Following the diagnosis, both children had received nusinersen treatment. Although their motor function was improved, child 1 still died at the age of 2 due to severe pulmonary infection. The walking ability of child 2 was significantly improved, and his prognosis appeared to be good. Conclusion:Two cases of clinically complicated SMA have been confirmed by genetic testing and experimental studies, which has provided a reference for their accurate treatment.
6.Exploring the prognostic value of spatiotemporal heterogeneity in pathological grading during the dynamic progression of non-metastatic renal cancer
Lei CHANG ; Ge SILUN ; Zhou YE ; Chen HUI ; Wang LINHUI ; Qu LE
Chinese Journal of Clinical Oncology 2024;51(17):902-908
Objective:To investigate the characteristics of spatiotemporal heterogeneity in pathological grading during the latent and invas-ive growth phases of non-metastatic renal cell carcinoma(RCC)and its correlation with clinical outcomes.Methods:A retrospective analysis was conducted on the case data of 316 RCC patients with local recurrence(LR)and 429 RCC patients with venous tumor thrombus(VTT)who underwent surgical treatment at 13 medical centers in China from January 2003 to December 2023.Pathological grade differences between primary tumor(PT)and LR,and between PT and VTT were selected as scenarios for the application of spatiotemporal heterogen-eity in the dynamic progression of RCC.Pathological grading changes were defined according to a new four-tier scheme(upgrading,down-grading,stable low-grade,and stable high-grade).Stable low-or high-grade was defined as low-grade(WHO/ISUP grade Ⅰ or Ⅱ)or high-grade(WHO/ISUP grade Ⅲ or Ⅳ)in both PT and LR/VTT.Upgrading was defined as low-grade in the PT and high-grade in the LR/VTT;con-versely,downgrading was defined as high-grade in the PT and low-grade in the LR/VTT.The potential influencing factors of pathological grading changes and their impact on patient prognosis were analyzed.Results:The median cancer-specific survival(CSS)for RCC patients with VTT and RCC patients with LR was 83 months and 76 months,respectively.The 5-year CSS rates were 65.6%and 60.6%,respectively.Pathological grading changes were observed in 38.0%of patients with PT and VTT and in 43.6%of patients with PT and LR.Lasso-Logistic re-gression analysis revealed a close correlation between primary tumor necrosis and pathological grading changes.Kaplan-Meier survival curves indicated a significant correlation between pathological grading changes and prognosis.Replacing the pathological grading in Leibovich,UISS,and GRANT scores with pathological grading changes significantly improved the predictive performance of the models(P<0.05).Conclusions:Spatiotemporal heterogeneity in pathological grading exists during the dynamic progression of non-metastatic RCC.Compared to the pathological grading of isolated events,the spatiotemporal variation in pathological grading serves as a more accurate in-dependent prognostic factor for RCC patients with VTT and RCC patients with LR.Incorporating pathological grading changes can signific-antly improve the predictive performance of existing prognostic models.
7.Prevalence and antimicrobial resistance of Campylobacter from poultry in the Jiaodong area
Juan WANG ; Xiu-Mei HUANG ; Jun-Hui LIU ; Yan LI ; Na LIU ; Jian-Mei ZHAO ; Xiao-Xiao DUAN ; Yu-Bin GAO ; Lin WANG ; Ge ZHAO ; Zhi-Na QU ; Jun-Wei WANG
Chinese Journal of Zoonoses 2023;39(11):1087-1094,1111
This study was aimed to understand the current status of the antimicrobial resistance and molecular distribution of Campylobacter in various poultry in Jiaodong area,to provide a basis for effective prevention and control of the Campy-lobacter risk to poultry products and human health.Campylobacter was isolated and identified from 565 cloacal samples collect-ed in the Jiaodong area from August to October 2021 through conventional bacterial isolation and culture,mass spectrometry,microbroth dilution and multilocus sequence typing(MLST).The drug resistance and molecular typing of 131 representative strains(67 Campylobacter jejuni and 64 Campylobacter coli)were studied separately.Antimicrobial resistance analysis indica-ted that 131 isolates were highly resistant to ciprofloxacin,nalixic acid and tetracycline,with resistance rates of 96.21%,96.21%and 95.45%,respectively.Except for 2 strains,62 strains of C.coli were completely resistant to these three drugs(100%).A total of 65 strains of 131 strains were multidrug re-sistant,and the overall multidrug resistance rate was 49.62%,among which 11 strains(16.42%)of C.jejuni were resistance to 3-5 antibiotics,and 54 strains(84.38%)of C.coli were re-sistance to 3-6 antibiotics.Among the isolates from different poultry sources,waterfowl isolates were the most resistant,fol-lowed by broiler isolates.The MLST typing results revealed 72 alleles and 35 sequence types obtained from 67 strains of C.je-juni,and the distribution was relatively dispersed,without a dominant ST type and homologous complex.A total of 27 alleles and 19 sequence types were obtained from 64 strains of C.coli.Moreover,59.38%(38/64)strains were homologous complex CC-828,in which the ST-1586 sequence type was most frequent,followed by ST-825.ST-1586,ST-9944 and ST-3735 were the main sources of C.coli in broilers,and ST-825 and ST-1586 were the main sources of C.coli in waterfowl.Differences in C.jejuni and C.coli carriage were observed among poultry in the Jiaodong area.Carriage of the two bacteria was more common in laying hens than in broilers and waterfowl.C.jejuni from poultry in the Jiaodong area was highly resistant to ciprofloxacin,nalixic acid and tetracycline,but had good sensitivity to other drugs.C.coli was highly resistant to a variety of antibiotics,and multiple drug resistance was common.St-type dispersal of C.jejuni showed high genetic diversity.C.coli was cloned and transmitted mainly by ST-1586 in broiler chickens and waterfowl.Poultry carry C.jejuni,which can cause serious diseases in humans.Therefore,dynamic monitoring of Campylobacter from poultry should be strengthened.
8.Influences of the copy number of SMN2 and transcript level of fl-SMN2 on the phenotype and survival of spinal muscular atrophy
Shijia OUYANG ; Jinli BAI ; Yuwei JIN ; Hong WANG ; Wenchen HUANG ; Xiaoyin PENG ; Xiushan GE ; Hui JIAO ; Yujin QU ; Fang SONG
Chinese Journal of Applied Clinical Pediatrics 2023;38(11):863-868
Objective:To explore the distribution of the copy number of survival motor neuron gene 2 ( SMN2) and the transcript level of the full-length SMN2 ( fl-SMN2) transcript level in patients with type 1-3 spinal muscular atrophy (SMA), and to evaluate their influences on disease severity, progression, and prognosis. Methods:It was a retrospective study involving 78 therapy-naive SMA patients with SMN1 gene homozygous deletion who were diagnosed and treated in the Capital Institute of Pediatrics from January 2019 to December 2021.Cross-sectional clinical data, including age at onset, motor milestones, and complications were recorded.They were followed up for monitoring motor function degeneration and survival.The copy number of SMN2 and the transcript level of fl-SMN2 were detected.Differences between groups were compared by the Student′s t-test or One- Way ANOVA or Chi- square test.Kaplan-Meier analysis was used for survival analysis, and Kendall′ s tau- c was performed to assess the correlation of these two biomarkers with SMA phenotypes, age at onset, motor milestones, and survival. Results:Of the 78 SMA patients, there were 17 cases (21.8%) of type 1, 34 cases(43.6%) of type 2, and 27 cases(34.6%) of type 3.Seven cases(41.2%) type 1 SMA patients died, with a median survival time of 11 months, and no deaths were observed in type 2 and type 3 SMA patients.There was a significant difference in the median age at onset among SMA patients with 2, 3, and 4 copies of SMN2 (1.8, 12.0, and 24.0 months, respectively; F=4.943, P=0.01). The mean transcript level of fl-SMN2 in type 1, 2 and 3 SMA patients were 196.25±68.79, 331.21±108.79 and 455.69±122.27, respectively ( F=37.154, P<0.001). The survival rate of SMA with 2 SMN2 copies at 1, 2, and 5 years were 50.5%, 0, and 0, respectively, and their median survival age was 7 months.The survival rate of SMA with 3 and 4 SMN2 copies at 5 years were 97.4% and 100.0%, respectively.Moreover, a negative correlation was observed between the transcript level of fl-SMN2 and phenotype severity ( Kendall′ s tau- c=-0.444, P<0.001), and the transcript level of fl-SMN2 of the survival group was much higher than that of the death group (342.93±125.74 vs.212.14±92.31). More copies of SMN2 and higher transcript level of fl- SMN2 indicated more motor function acquisitions (head control, sitting and walking) ( P<0.001). In addition, there was a significant difference in the transcription level of fl-SMN2 between the undegenerated group and the degenerated group in sitting and standing ( F=5.432, P=0.023 and F=4.315, P=0.047, respectively). Conclusions:Both the copy number of SMN2 and the transcript level of fl-SMN2 are correlated with SMA severity, survival, and motor milestones, serving as valuable biomarkers for evaluating phenotypic severity of SMA.The transcript level of fl-SMN2 s may play an important role in the degeneration of sitting and standing.
9.Differential transcriptomic landscapes of multiple organs from SARS-CoV-2 early infected rhesus macaques.
Chun-Chun GAO ; Man LI ; Wei DENG ; Chun-Hui MA ; Yu-Sheng CHEN ; Yong-Qiao SUN ; Tingfu DU ; Qian-Lan LIU ; Wen-Jie LI ; Bing ZHANG ; Lihong SUN ; Si-Meng LIU ; Fengli LI ; Feifei QI ; Yajin QU ; Xinyang GE ; Jiangning LIU ; Peng WANG ; Yamei NIU ; Zhiyong LIANG ; Yong-Liang ZHAO ; Bo HUANG ; Xiao-Zhong PENG ; Ying YANG ; Chuan QIN ; Wei-Min TONG ; Yun-Gui YANG
Protein & Cell 2022;13(12):920-939
SARS-CoV-2 infection causes complicated clinical manifestations with variable multi-organ injuries, however, the underlying mechanism, in particular immune responses in different organs, remains elusive. In this study, comprehensive transcriptomic alterations of 14 tissues from rhesus macaque infected with SARS-CoV-2 were analyzed. Compared to normal controls, SARS-CoV-2 infection resulted in dysregulation of genes involving diverse functions in various examined tissues/organs, with drastic transcriptomic changes in cerebral cortex and right ventricle. Intriguingly, cerebral cortex exhibited a hyperinflammatory state evidenced by significant upregulation of inflammation response-related genes. Meanwhile, expressions of coagulation, angiogenesis and fibrosis factors were also up-regulated in cerebral cortex. Based on our findings, neuropilin 1 (NRP1), a receptor of SARS-CoV-2, was significantly elevated in cerebral cortex post infection, accompanied by active immune response releasing inflammatory factors and signal transmission among tissues, which enhanced infection of the central nervous system (CNS) in a positive feedback way, leading to viral encephalitis. Overall, our study depicts a multi-tissue/organ transcriptomic landscapes of rhesus macaque with early infection of SARS-CoV-2, and provides important insights into the mechanistic basis for COVID-19-associated clinical complications.
Animals
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COVID-19/genetics*
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Macaca mulatta
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SARS-CoV-2/genetics*
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Transcriptome
10.Value of heart rate-blood pressure product of multiplication for identifying compensated shock in children
Haiyan GE ; Shuang LIU ; Jin ZHANG ; Yi HUI ; Wenping GAO ; Yuanyuan SUN ; Chong SHI ; Dong QU
Chinese Journal of Pediatrics 2021;59(12):1074-1079
Objective:To estimate the predictive value of heart rate (HR)-blood pressure (BP) products of multiplication for compensated shock in children.Methods:The study population consisted of 99 children with shock who had lactate measured before receiving vasopressor agents in Department of Critical Care Medicine of Children′s Hospital, Capital Institute of Pediatrics from October 2015 to March 2021. The clinical data including the HR, BP, HR to BP ratio, HR-BP product and lactate at admission and after the correction of shock, as well as the 28-day mortality were collected. According to the outcome at the 28 th day, the patients were divided into survival group and non-survival group. Comparisons between groups were performed with unpaired Student t test, or Mann-Whitney U test, or chi-square test. Pearson correlation analysis was used to analyze the correlations between lactate and HR, BP, HR to BP ratio and HR-BP product, respectively. Receiver operating characteristic (ROC) curve was analyzed to evaluate the predictive values of HR, BP, HR to BP ratio and HR-BP product for lactate greater than 2 mmol/L. Results:In these 99 children, 49 were males, and the median age was 3.8 (0.7-6.0) years. The most common type of shock was septic shock (61 cases, 62%), followed by cardiogenic shock (12 cases, 12%), hemorrhagic shock (12 cases, 12%), Kawasaki disease shock syndrome (8 cases, 8%) and anaphylactic shock (6 cases, 6%). Sixty-six patients (67%) survived, and 33 patients (33%) died. ROC curve showed that the area under curves (AUC) of lactate (optimal cutoff value 3.15 mmol/L, sensitivity 96.0%, specificity 54.4%, P<0.01) and HR to systolic blood pressure ratio (HR/SBP) (optimal cutoff value 2.0 times/(min·mmHg), sensitivity 62.5%, specificity 69.0%, P = 0.03) for predicting adverse outcome were 0.769 and 0.649, respectively. There were significant correlations between lactate and HR to diastolic blood pressure (DBP) ratio, HR to mean blood pressure (MBP) ratio, SBP, HR/SBP, MBP, DBP and HR ( r= 0.476, 0.452, -0.444, 0.425,-0.410, -0.364, 0.177, all P<0.01), while no significant correlation was found between lactate and the products of HR and BP(all P>0.05). HR/SBP performed better than the other six parameters for predicting lactate>2 mmol/L, with the AUC of 0.872 and the optimal cutoff value of 1.4 bpm/mmHg (sensitivity 92.1%, specificity 70.9%, P<0.01). When MBP was greater than or equal to 65 mmHg, MBP × HR, DBP × HR, SBP × HR, HR, HR/SBP, HR/MBP and HR/DBP were significantly correlated with lactate ( r= 0.706, 0.705, 0.669, 0.626, 0.555, 0.502, 0.446, all P<0.01). And MBP × HR performed better for predicting lactate>2 mmol/L than the other six parameters, with the AUC of 0.974 and the optimal cutoff value of 9446 bpm × mmHg (sensitivity 100.0%, specificity 90.9%, P<0.01). Conclusions:The product of HR and BP, especially the MBP × HR, shows higher predictive values for abnormally elevated lactate in children with compensated shock than the HR/SBP does. It is worth recommending for early identification of compensated shock in children.

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