Validez de herramientas diagnósticas en pacientes pediátricos hospitalizados con diagnóstico presuntivo de dengue en un Hospital de Referencia de Paraguay / Validity of diagnostic tools in pediatric patients hospitalized with a presumptive diagnosis of dengue in a Reference Hospital in Paraguay

Introducción: El dengue es la enfermedad arboviral más común en los seres humanos. Un diagnóstico temprano y preciso del dengue puede respaldar el manejo clínico, la vigilancia y el control de la enfermedad y es fundamental, por ello en el diagnóstico del dengue es importante contar con pautas clínicas y epidemiológicas que permitan la identificación oportuna y una conducta terapéutica adecuada. Objetivos: Evaluar la validez de herramientas diagnósticas en pacientes pediátricos hospitalizados con diagnóstico presuntivo de dengue en un Hospital de Referencia de Paraguay durante los años de 2012 a 2020. Materiales y métodos: Estudio analítico de tipo observacional, retrospectivo correspondientes a pacientes pediátricos (0 a 18 años) internados en el Hospital de Referencia de Paraguay el periodo enero 2012 a julio 2020 con diagnostico presuntivo de dengue al ingreso. Se realizó́ un análisis bivariado relacionando las frecuencias de 20 grupos de criterios diagnósticos combinados y 3 criterios diagnósticos aislados (OMS 2009, nexo epidemiológico y antigenemia NS1 para dengue) con el gold standard de diagnóstico que fue la conversión serológica. Resultados: Participaron del estudio 342 sujetos. EL 44% tenía edad escolar y 70% tenía 5 años o más. El 52,76% (191) fueron masculinos. Se encontraron desnutrición y sobrepeso en el 13% y 2%, respectivamente. La combinación de proteína C reactiva con plaquetopenia se encontró́ en 0.45% de los pacientes sin dengue y en el 6% de los pacientes con diagnóstico final de dengue (p=0.004). Conclusión: Este resultado aporta la alternativa de uso de una combinación sencilla de exámenes de laboratorio que puede replicarse en salas de urgencias como en salas de internación en un primer contacto con pacientes febriles con sospecha de fiebre dengue.

Introduction: Dengue is the most common arboviral disease in humans. An early and accurate diagnosis of dengue can support the clinical management, surveillance and control of the disease and is essential, therefore in the diagnosis of dengue it is important to have clinical and epidemiological guidelines that allow timely identification and appropriate therapeutic conduct. Objectives: To evaluate the validity of diagnostic tools in pediatric patients hospitalized with a presumptive diagnosis of dengue in a Reference Hospital in Paraguay during the years 2012 to 2020. Materials and methods: Analytical study of case and control type, observational, longitudinal, retrospective corresponding to pediatric patients (0 to 18 years) admitted to the Reference Hospital of Paraguay from January 2012 to July 2020 with a presumptive diagnosis of dengue at income. A bivariate analysis was performed relating the frequencies of 20 groups of combined diagnostic criteria and 3 isolated diagnostic criteria (WHO 2009, epidemiological link and NS1 antigenemia for dengue) with the gold standard of diagnosis, which was serological conversion. Results: 342 subjects participated in the study. 44% were school age and 70% were 5 years old or older. 52.76% (191) were male. Malnutrition and overweight were found in 13% and 2%, respectively. The combination of C-reactive protein with thrombocytopenia was found in 0.45% of patients without dengue and in 6% of patients with a final diagnosis of dengue (p=0.004). Conclusion: This result provides the alternative of using a simple combination of laboratory tests that can be replicated in emergency rooms and inpatient wards in a first contact with febrile patients with suspected dengue fever.

Asociación de marcadores inflamatorios y de disfunción endotelial con la depresión en la enfermedad cerebrovascular isquémica

Fundamento: la depresión es una de las complicaciones no neurológicas más frecuentes en la enfermedad cerebrovascular isquémica. Objetivo: determinar la asociación de marcadores inflamatorios y de disfunción endotelial con la depresión en pacientes con enfermedad cerebrovascular isquémica. Métodos: se realizó un estudio analítico, prospectivo de corte transversal en pacientes con enfermedad cerebrovascular isquémica en fase aguda (N=22) y no aguda (N=37); atendidos en el Instituto de Neurología y Neurocirugía y el Hospital Manuel Fajardo, de La Habana, Cuba. Se recogieron variables demográficas, factores de riesgo, etiología y localización del infarto, deficiencia neurológica, discapacidad para las actividades de la vida diaria (índice de Barthel), neuropsicológicas (depresión por inventario de Beck y test de Hamilton). Se determinó proteína C-reactiva, alfa-1-antitripsina, complementos C3 y C4 y microalbuminuria. Resultados: las puntuaciones de las pruebas neuropsicológicas no tuvieron diferencias significativas entre la fase aguda y no aguda, pero hubo un aumento estadístico de la frecuencia de pacientes sin depresión y con ligera depresión en la fase no aguda. En la fase aguda, el complemento C4 y en la fase no aguda el complemento C3, la proteína C-reactiva y el alfa-1-antitripsina se correlacionaron directamente con la puntuación del inventario de Beck. La proteína C-reactiva y C3 se correlacionaron estadísticamente con la puntuación del test de Hamilton. En el análisis multivariado, la proteína C-reactiva mostró asociación independiente con el grado de depresión por el test de Hamilton. Conclusiones: la proteína C-reactiva pudiera estar relacionada con la severidad de la depresión, quizás por asociación con la discapacidad para las actividades de vida diaria.

Foundation: depression in ischemic cerebrovascular disease is one of the most frequent non-neurological complications. Objective: to determine the association of inflammatory markers and endothelial dysfunction with depression in patients with ischemic cerebrovascular disease. Methods: an analytical, prospective, cross-sectional study was carried out in patients with acute (N=22) and non-acute (N=37) ischemic cerebrovascular disease; treated at the Institute of Neurology and Neurosurgery; and the Manuel Fajardo Hospital, in Havana, Cuba. Demographic variables, risk factors, etiology and location of the infarction, neurological deficiency, disability for activities of daily living (Barthel index), neuropsychological (depression by Beck inventory and Hamilton test) were collected. C-reactive protein, alpha-1-antitrypsin, C3 and C4 complements, and microalbuminuria were determined. Results: the scores of the neuropsychological tests did not have significant differences between the acute and non-acute phase, but there was a statistical increase in the frequency of patients without depression and with slight depression in the non-acute phase. In the acute phase, C4, and in the non-acute phase, C3, C-reactive protein and alpha-1-antitrypsin were directly correlated with the Beck inventory score. C-reactive protein and C3 were statistically correlated with the Hamilton test score. In the multivariate analysis, C-reactive protein showed an independent association with the degree of depression by the Hamilton test. Conclusions: C-reactive protein could be related to the severity of depression, perhaps by association with the disability for activities of daily living.

Inflammation in Cardiovascular Disease: Current Status and Future Perspectives

Abstract Atherosclerosis has been defined as an inflammatory disease. Three decades of research have pointed to a pivotal role of interleukin 6 for many aspects of cardiovascular disease, not the least of which is atherosclerosis. In this review, experimental and clinical studies are reported on a timeline, exploring mechanisms and possible explanations that form the basis of current knowledge. Some successful clinical trials were proof of concept studies, showing that not only inflammatory biomarkers are related to cardiovascular outcomes, but also that decreasing inflammation can reduce cardiovascular events. Great advances have been made in the management of residual cardiovascular risk due to cholesterol, thrombosis, and metabolic diseases, but the next frontier now seems to be targeting inflammation. In the upcoming years, the importance of inflammation will be evaluated in high-risk patients with chronic kidney disease, after acute coronary heart disease or heart failure with preserved ejection fraction. Inflammation seems to precede the development of cardiovascular risk factors. Moreover, counseling for a heathy lifestyle and, when necessary, the use of cardiometabolic therapies capable of decreasing inflammation, might be important.

A cross-sectional study to estimate the serum level of C-reactive protein among pediatric meningitis with bacterial etiology

Background: Bacterial meningitis is a global public health issue. C-reactive protein (CRP) has suitable diagnostic value in distinguishing between bacterial and aseptic meningitis especially in cases of negative bacterial culture of the blood and spinal fluid. Aim and Objective: The objective of this study was to estimate the serum level of CRP among pediatric meningitis cases with bacterial etiology. Materials and Methods: The hospital-based descriptive cross-sectional study was performed in a tertiary care pediatric hospital in Eastern India from June to August, 2021 with 150 samples. Patients fulfilling the inclusion criteria were selected for this study after obtaining informed consent. Cerebrospinal fluid sample was collected as per standard guidelines. Phenotypic identification of bacteria including antimicrobial susceptibility testing was done by automation (Vitek 2 compact, bioMerieux). Quantitative estimation of CRP was performed in a solid phase and sandwich-format immunometric assay using a gold antibody conjugate. Human rights, welfare, and autonomy were protected as per national ethical guidelines. Results: Median age (Inter Quartile Range) of 150 cases was 3(1–4.5) year. Escherichia coli (60.52%, 23/38) was the commonest isolate (P < 0.00000001 by Binomial test calculation) followed by Klebsiella pneumoniae (34.24%, i.e., 13/38). A total of 43/150 (28.66%) participants had higher serum CRP. Serum CRP was raised more in Gram-negative bacterial etiology (36 out of 38, 94.73%). Mean serum CRP was higher in Gram-negative cases (P < 0.05). Conclusion: Serum CRP was found significantly higher in meningitis caused by Gram-negative bacteria.

Evaluation of relationship between markers of inflammation and blood pressure in subjects attending OPD in a tertiary care center in Chennai

Background: The incidence and prevalence of hypertension have been increasing steadily in the present era. Inflammation is a proven key factor in the pathogenesis of hypertension. C-reactive protein (CRP) is a known marker of vascular inflammation leading to hypertension. High-sensitivity CRP (hs-CRP) is a sensitive marker of assessment of inflammatory changes before the rise in CRP. Aims and Objectives: The goal of this study was to decipher the stage at which inflammation starts related to changes in hypertension using CRP as well as hs-CRP. Materials and Methods: This is a cross-sectional study which included 120 individuals, who were subdivided into three groups - Normotensive: 40, pre-hypertensive: 40, and hypertensive. JNC classification was used for the categorization of blood pressure. hs-CRP was analyzed as per the principle of ELISA. Results: There was a significant difference in hs-CRP between normotensive and hypertensive. A strong association between hypertension, CRP, and hs-CRP was found. Conclusion: hs-CRP is a sensitive marker for early assessment of inflammatory components in hypertension.

Utilidad de la proteína C-reactiva para determinar la gravedad de infección por SARS-CoV-2 en Perú

Introducción: En los últimos años se han estudiado diversos biomarcadores para determinar los casos graves de COVID-19. La proteína C-reactiva (PCR) ha mostrado alta sensibilidad en la identificación de pacientes con enfermedad grave y utilidad comparable a la tomografía. Objetivo: Determinar la utilidad de la PCR para predecir gravedad de la infección por SARS-CoV-2 en pacientes hospitalizados en el Centro Médico Naval del Perú durante el periodo enero-septiembre del año 2021. Métodos: Se empleó un diseño de tipo cuantitativo, observacional, analítico, retrospectivo, y de tipo prueba diagnóstica. Se calculó un tamaño muestral de 503 pacientes, quienes fueron divididos en dos grupos de acuerdo a su gravedad. Resultados: Se determinó un punto de corte óptimo de 10,92 mg/L de los valores de PCR para el diagnóstico de enfermedad grave por COVID-19. Se calculó un área bajo la curva (AUC) de 0,762 y se obtuvieron valores de sensibilidad, especificidad, valores predictores positivo, negativo y precisión diagnóstica de 78,88%, 66,4%; 41,42%; 87,01%; y 67,27%, respectivamente. El normograma de Fagan mostró una probabilidad posprueba de 41%. En el modelo ajustado fueron significativas la PCR (ORa = 4,853; IC95% 2,987-7,886; p = 0,001), además de la ferritina (ORa = 1,001; IC 95%: 1,001-1,002; p = 0,001) e hipotiroidismo (OR ajustado = 4,899; IC 95%: 1,272-18,872; p = 0,021). Conclusiones: El presente estudio mostró la asociación entre la PCR y la gravedad de infección por SARS-CoV-2 en un modelo ajustado, mostrando su potencial utilidad y contribuyendo a determinar el punto de corte de la PCR en población peruana y su comparación a nivel internacional.

Background: Recently, many biomarkers have been studied to determine severe cases of COVID-19. C-reactive protein (CRP) has shown high sensitivity in identifying patients with severe disease and utility comparable to computed tomography. Aim: To determine the usefulness of CRP to predict the severity of SARS-CoV-2 infection in patients hospitalized at the Naval Medical Center of Peru during the period January-September in the year 2021. Methods: A quantitative, observational, analytical, retrospective, and diagnostic test type design was used. A sample size of 503 patients was calculated, which were divided into two groups according to their severity. Results: An optimal cut-off point of 10.92 mg/L for CRP levels was determined for the diagnosis of severe COVID-19. An area under the curve (AUC) of 0.762 was calculated and sensitivity, specificity, positive and negative predictive values and diagnostic accuracy values of 78.88%, 66.4%; 41.42%; 87.01%; and 67.27%; respectively. Fagan's normogram showed a post-test probability of 41%. In the adjusted model, CRP (aOR = 4.853; 95% CI 2.987-7.886; p = 0.001), ferritin (aOR = 1.001; 95% CI: 1.001-1.002; p = 0.001) and hypothyroidism (adjusted OR = 4899; 95% CI: 1272-18872; p = 0.021) showed significance. Conclusions: The present study showed an association between CRP and the severity of SARS-CoV-2 infection in an adjusted model, showing its potential utility and contributing to determine the cut-off point of CRP in the Peruvian population and its international comparison.

Proteína C reactiva y su progresión en el tiempo para la detección de las fugas anastomóticas / C-reactive protein and its progression over time for the detection of anastomotic leaks

Introducción. Las fugas anastomóticas son una complicación común y crítica en cirugía gastrointestinal, por lo que su identificación y tratamiento temprano son necesarios para evitar resultados adversos. El uso convencional con un valor límite de la proteína C reactiva ha demostrado una utilidad limitada. El objetivo de este estudio fue determinar la utilidad de la medición seriada de la proteína C reactiva en la detección de fugas anastomóticas. Métodos. Revisión prospectiva de base de datos retrospectiva de pacientes sometidos a cirugía abdominal mayor con al menos una anastomosis intestinal. Se midió la proteína C reactiva al tercer y quinto día posoperatorio. Las complicaciones se categorizaron según la clasificación de Clavien-Dindo. La precisión diagnóstica fue evaluada por el área bajo la curva. Resultados. Se incluyeron 157 pacientes, el 52 % mujeres. La edad promedio fue de 63,7 años. El mayor número de cirugías correspondió a gastrectomía (36,3 %), resección anterior de recto (15,3 %) y hemicolectomía derecha (13,4 %). El 25,5 % tuvieron alguna complicación postoperatoria y el 32,5 % (n=13) presentaron fuga en la anastomosis. El aumento de la proteína C reactiva tuvo un área bajo la curva de 0,918 con un punto de corte de aumento en 1,3 mg/L, sensibilidad de 92,3 % (IC95% 78 ­ 100) y una especificidad de 92,4 % (IC95% 88 ­ 96). Conclusiones. El aumento de 1,3 mg/L en la proteína C reactiva entre el día de la cirugía y el quinto día fue un predictor preciso de fugas anastomóticas en pacientes con cirugía abdominal mayor

Introduction. Anastomotic leaks are a common and critical complication in gastrointestinal surgery. Their identification and early treatment are necessary to avoid adverse results, and conventional use with a cutoff value of C-reactive protein has shown limited utility. The objective of this study was to determine the usefulness of serial measurement of C-reactive protein in the detection of anastomotic leaks. Methods. Prospective review of a retrospective database of patients undergoing major abdominal surgery with at least one intestinal anastomosis. C-reactive protein was measured on the third and fifth postoperative days. Complications were classified according to the Clavien-Dindo classification. Diagnostic accuracy was evaluated by the area under the curve.Results. 157 patients were included, 52% were females. The average age was 63.7 years. The largest number of surgeries corresponded to gastrectomies (36.3%), anterior resection of the rectum (15.3%) and right hemicolectomies (13.4%). 25.5% had some postoperative complication and 32.5% (n=13) had anastomosis leaks. The increase in C-reactive protein had an area under the curve of 0.918 with an increase cut-off point of 1.3 mg/L, sensitivity of 92.3% (95% CI 78-100) and specificity of 92.4%. (95% CI 88-96). Conclusions. The 1.3 mg/L increase in C-reactive protein between the day of surgery and the fifth day was an accurate predictor of anastomotic leaks in patients with major abdominal surgery

Proteína C reactiva como biomarcador predictivo de fuga anastomótica en cirugía oncológica colorrectal: estudio de cohorte retrospectivo / C-reactive protein as a predictive biomarker of anastomotic leak in colorectal cancer surgery: A retrospective cohort study

Introducción. La fuga anastomótica es la complicación más grave del tratamiento quirúrgico del cáncer de colon por su alta morbimortalidad. El diagnóstico evidente, manifestado por la salida de contenido intestinal por drenajes o la herida quirúrgica, ocurre tardíamente (entre el 6º y 8º día). El objetivo de este trabajo fue estudiar la variación de los valores de la proteína C reactiva postoperatoria para hacer un diagnóstico precoz. Métodos. Estudio observacional, analítico, retrospectivo, de una cohorte de pacientes con neoplasia, en quienes se realizó cirugía oncológica con anastomosis intestinal, entre enero de 2019 y diciembre de 2021. Se midieron los valores en sangre de proteína C reactiva postoperatoria (1°, 3° y 5° días). Resultados. Se compararon 225 casos operados que no presentaron fuga con 45 casos con fuga. En los casos sin fuga, el valor de proteína C reactiva al 3º día fue de 148 mg/l y al 5º día de 71 mg/l, mientras en los casos con fuga, los valores fueron de 228,24 mg/l y 228,04 mg/l, respectivamente (p<0,05). Para un valor de 197 mg/l al 3º día la sensibilidad fue de 77 % y para un valor de 120 mg/l al 5º día la sensibilidad fue de 84 %. Conclusión. El mejor resultado de proteína C reactiva postoperatoria para detectar precozmente la fuga anastomótica se observó al 5º día. El valor de 127 mg/l tuvo la mejor sensibilidad, especificidad y valor predictivo negativo, lo cual permitiría el diagnóstico temprano y manejo oportuno de esta complicación

Introduction. Anastomotic leak is the most serious complication of surgical treatment of colon cancer due to its high morbidity and mortality. The obvious diagnosis manifested by the exit of intestinal content through drains or the operative wound, occurs late (between the 6th and 8th day). The objective of this work was to study the postoperative C-reactive protein values to make an early diagnosis. Methods. Observational, analytical, retrospective study of a cohort of patients undergoing colorectal surgery for neoplasia, between January 2019 and December 2021, who underwent oncological surgery with intestinal anastomosis and measured CRP blood values on 1st, 3rd and 5th post-operative days. Results. Two-hundred-twenty-five operated cases that did not present leaks were compared with 45 cases with leaks, with CRP values on the 3rd and 5th day of 148mg/l and 71mg/l in cases without leakage and CRP values of 228.24mg/l and 228.04 mg/l in cases with leakage on the 3rd and 5th day, respectively (p<0.05), CRP value of 197mg/l on the 3rd day has a sensitivity of 77%; CRP value of 120mg/l on the 5th day, has a sensitivity of 84%. Conclusions. The best result for CPR to early diagnosis of anastomotic leak was observed on the 5th day, having the value of 127 mg/l the best sensitivity, specificity and NPV, which would allow early diagnosis and timely management

Prognostic value of serum albumin and C-reactive protein levels in the elderly for assessing morbidity and mortality in a tertiary care center

Introduction: There is an increased population of elderly globally due to advancement of technology in health care. Elderly individuals are susceptible to various diseases, owing to deficits in nutrition or healthy lifestyle. Serum albumin and C‑reactive protein (CRP) are found to be sensitive to nutritional status as well as inflammation. This study is an attempt to analyze the prognostic value of CRP and serum albumin and analyze its usefulness as a prognostic marker in assessing morbidity and mortality in elderly patients. Methodology: One hundred patients above the age of 65 years and were admitted to the emergency care facilities of our tertiary care center were recruited for the study. Serum albumin and CRP estimation was done on the day of admission along with Charlson Comorbidity Index (CCI), and was follow-up till discharge. Statistical analysis was performed to evaluate relationship between the serum values and CCI scores. Results: It was observed that 83.3% (10/12) of deaths occurred in those with low serum albumin levels, and 91.6% (11/12) with high CRP levels. The hazard ratio shows a 6% increased probability of death with one unit increase in CRP, whereas a one unit increase in serum albumin value decrease the probability of death. Conclusion: The present study concludes that low serum albumin and high CRP levels at the time of admission in the elderly population are associated with high CCI scores, longer hospital stay, and increased risk of mortality, demanding their estimation in the elderly in emergency and acute care facilities.

Proteína C-reativa como preditor para complicações pós-operatórias em cirurgias colorretais / C-reactive protein as postoperative complications predictor of colorectal surgeries

ABSTRACT Background: The use of inflammatory markers in order to accurate the diagnosis, decrease the reoperation rate and enable earlier interventions during the postoperative period of a colorectal surgery is increasingly necessary, with the purpose of reducing morbimortality, nosocomial infections, costs and time of a readmission. Objective: To analyze C-reactive protein level on the third postoperative day of an elective colorectal surgery and compare the marks between reoperated and non-reoperated patients and to establish a cutoff value to predict or avoid surgical reoperations. Methods: Retrospective study based on the analysis of electronic charts of over 18-year-old patients who underwent an elective colorectal surgery with primary anastomoses during the period from January 2019 to May 2021 by the proctology team of Santa Marcelina Hospital Department of General Surgery with C-reactive protein (CRP) dosage taken on the third postoperative day. Results: We assessed 128 patients with a mean age of 59.22 years old and need of reoperation of 20.3% of patients, half of these due to dehiscence of colorectal anastomosis. Comparing CRP rates on the third postoperative day between non-reoperated and reoperated patients, it was noted that in the former group the average was of 153.8±76.2 mg/dL, whereas in reoperated patients it was 198.7±77.4 mg/dL (P<0.0001) and the best CRP cutoff value to predict or investigate reoperation risk was 184.8 mg/L with an accuracy of 68% and negative predictive value of 87.6%. Conclusion: CRP levels assessed on the third postoperative day of elective colorectal surgery were higher in patients who were reoperated and the cutoff value for intra-abdominal complication of 184.8mg/L presented a high negative predictive value.

RESUMO Contexto: O uso de marcadores sanguíneos para tentar acurar o diagnóstico, reduzir a taxa de readmissão e possibilitar intervenções mais precoces no pós operatório de cirurgia colorretal é cada vez mais necessário, a fim de almejar reduzir a morbimortalidade, infecções nosocomiais, custos e tempo de uma reinternação. Objetivo: Analisar o nível da proteíne C reativa (PCR) no terceiro dia de pós-operatório de cirurgia colorretal eletiva e comparar os valores entre pacientes reoperados e não reoperados e estabelecer um valor de corte para prever ou afastar re-intervenção cirúrgica. Metodos: Estudo retrospectivo através da análise de prontuários eletrônicos de pacientes maiores que 18 anos submetidos a cirurgia colorretal de forma eletiva com anastomoses primárias no período de janeiro de 2019 a maio de 2021 pelo serviço de Coloproctologia do Departamento de Cirurgia Geral do Hospital Santa Marcelina com dosagem da PCR no 3º pós-operatório. Resultados: Foram avaliados 128 pacientes com média de idade de 59,22 anos e necessidade de reoperação em 20,3% dos pacientes, sendo metade desses por deiscência de anastomose colorretal. Ao se comparar os valores de PCR no 3º pós operatório entre os pacientes não reoperados e os reoperados, observou-se que nos primeiros a média foi de 153,8±76,2 mg/dL, enquanto nos pacientes reoperados foi de 198,7±77,4 mg/dL (P<0,0001) e, o melhor valor de corte de PCR para predizer ou investigar o risco de reoperação, foi 184,8 mg/dL com uma acurácia de 68% e valor preditivo negativo de 87,6%. Conclusão: Os níveis de PCR avaliados no 3º pós-operatório de cirurgia colorretal eletiva foram maiores em pacientes reoperados e o valor de corte para complicações intra-abdominal de 184,8 mg/L apresentou elevado valor preditivo negativo.

Prediction of coronary artery lesions based on C-reactive protein levels in children with Kawasaki Disease: a retrospective cohort study

Abstract Objective Since coronary artery lesions (CALs) are the most severe complication of Kawasaki disease (KD), clinically speaking, early prediction of CALs is crucial. The authors aimed to investigate the predictive value of C-reactive protein (CRP) in predicting CALs in KD patients. Methods KD patients were divided into the CALs group and the non-CALs group. The clinical and laboratory parameters were collected and compared. Multivariate logistic regression analysis was used to determine the independent risk factors of CALs. The receiver operating characteristic curve was applied to determine the optimal cut-off value. Results 851 KD patients who met the inclusion criteria were studied, including 206 in the CALs group and 645 in the non-CALs group. Children in the CALs group had significantly higher CRP levels than the non-CALs group (p< 0.05). Multivariable logistic regression analysis showed that incomplete KD, male, lower hemoglobin, and higher CRP were independent risk factors for predicting CAL (all p< 0.05). The optimal cut-off value of initial serum CRP for predicting CALs was 105.5 mg/L, with a sensitivity of 47.57% and a specificity of 69.61%. In addition, KD patients with high CRP (≥105.5 mg/L) had a higher occurrence of CALs than those with low CRP (<105.5 mg/L) (33% vs 19%, p< 0.001). Conclusion The incidence of CALs was significantly higher in patients with high CRP. CRP is an independent risk factor for CALs formation and may be useful for predicting CALs in KD patients.

Plasma Calcium Level and C-Reactive Protein Albumin Ratio Affect Severe Bleeding After Coronary Artery Bypass Grafting

ABSTRACT Objective: In this study, we aimed to determine whether plasma calcium level and C-reactive protein albumin ratio (CAR) as well as other demographic and hematological markers are related in predicting severe bleeding after coronary artery bypass grafting (CABG). Methods: A total of 227 adult patients who underwent CABG at our hospital between December 2021 and June 2022 were prospectively studied. Total amount of chest tube drainage was evaluated within the first 24 hours postoperatively or until the patient was re-explored for bleeding. The patients were divided into two groups - Group 1, patients with low amount of bleeding (n=174), and Group 2, patients with severe bleeding (n=53). Univariate and multivariate regression analyzes were performed to determine independent parameters related to severe bleeding within the first 24 hours after surgery. Results: When the groups were compared in terms of demographic, clinical, and preoperative blood parameters; cardiopulmonary bypass time and serum C-reactive protein (CRP) levels were found to be significantly higher in Group 2 compared to the low bleeding group. In addition, lymphocytes, hemoglobin, calcium, albumin, and CAR were found to be significantly lower in Group 2. In multivariate analysis, calcium, albumin, CRP, and CAR were found to be independent predictors of significant association with excessive bleeding. A cut-off value of 8.7 (94.3% sensitivity and 94.8% specificity) for calcium and 0.155 (75.4% sensitivity and 80.4% specificity) for CAR predicted excessive bleeding. Conclusion: Plasma calcium level, CRP, albumin, and CAR can be used to predict severe bleeding after CABG.

Burnout e níveis de proteína c-reativa: revisão integrativa da literatura / Burnout y niveles de proteína C reactiva: revisión integradora de la literatura / Burnout and c-reactive protein levels: an integrative literature review

Resumo Objetivo Identificar as evidências científicas disponíveis na literatura sobre a associação entre Síndrome de Burnout (SB) e níveis de proteína C-reativa. Métodos Revisão integrativa da literatura de artigos publicados em português, espanhol e inglês, sem limite de data, com diferentes desenhos de estudo, disponíveis eletronicamente nas bases de dados do Cumulative Index to Nursing and Allied Health Literature (CINAHL), National Library of Medicine National Institutes of Health (PubMed), Scopus, Latin American and Caribbean Center on Health Sciences Information (LILACS), Science Direct e Springer Link. Os artigos selecionados foram analisados de acordo com a Agency for Healthcare Research and Quality. Resultados Foram analisados 7 artigos. Na maior parte dos estudos, houve associação positiva entre Burnout e níveis elevados de proteína c-reativa, apesar dos resultados gerais serem contraditórios. A maioria dos artigos que atenderam aos critérios de seleção encontrava-se em língua inglesa e indexados na base de dados CINAHL. O continente europeu concentrou a maior parte de produção. Houve predominância de desenho de estudo transversal. Conclusão Apesar da associação positiva entre Burnout e níveis elevados de proteína c-reativa os resultados dessa revisão sugerem a realização de novos estudos mais robustos na tentativa de explicar a relação entre SB e PCR.

Resumen Objetivo Identificar las evidencias científicas disponibles en la literatura sobre la relación entre el síndrome de burnout (SB) y los niveles de proteína C reactiva. Métodos Revisión integradora de la literatura de artículos publicados en portugués, español e inglés, sin límite de fecha, con diferentes diseños de estudio, disponibles electrónicamente en las bases de datos del Cumulative Index to Nursing and Allied Health Literature (CINAHL), National Library of Medicine National Institutes of Health (PubMed), Scopus, Latin American and Caribbean Center on Health Sciences Information (LILACS), Science Direct y Springer Link. Los artículos seleccionados fueron analizados de acuerdo con la Agency for Healthcare Research and Quality. Resultados Se analizaron siete artículos. En la mayor parte de los estudios, hubo asociación positiva entre burnout y niveles elevados de proteína C reactiva, aunque los resultados generales eran contradictorios. La mayoría de los artículos que cumplieron los criterios de selección estaban en idioma inglés e indexados en la base de datos CINAHL. El continente europeo concentró la mayor parte de la producción. Hubo predominancia de diseño de estudio transversal. Conclusión A pesar de la asociación positiva entre burnout y niveles elevados de proteína C reactiva, los resultados de esta revisión sugieren la realización de nuevos estudios más sólidos para explicar la relación entre SB y PCR.

Abstract Objective To identify the scientific evidence available in the literature on the association between Burnout Syndrome (BS) and C-reactive protein levels. Methods This is an integrative literature review of articles published in Portuguese, Spanish and English, with no date limit, with different study designs, available electronically in the Cumulative Index to Nursing and Allied Health Literature (CINAHL), National Library of Medicine, National Institutes of Health (PubMed), Scopus, Latin American and Caribbean Center on Health Sciences Information (LILACS), Science Direct, and Springer Link databases. The selected articles were analyzed according to the Agency for Healthcare Research and Quality. Results Seven articles were analyzed. In most studies, there was a positive association between Burnout and high c-reactive protein levels, despite the general results being contradictory. Most articles that met the selection criteria were in English and indexed in the CINAHL database. The European continent concentrated most of studies. There was a predominance of cross-sectional study design. Conclusion Despite the positive association between Burnout and high c-reactive protein levels, the results of this review suggest that new, more robust studies be carried out in an attempt to explain the relationship between BS and CRP.

Gamma-glutamyl transpeptidase and indirect bilirubin may participate in systemic inflammation of patients with psoriatic arthritis

Abstract Background Previous studies have suggested that systemic metabolic abnormalities are closely related to psoriatic arthritis (PsA). Gamma-glutamyl transpeptidase (GGT) and indirect bilirubin (IBIL), two essential active substances in hepatic metabolism that have been demonstrated as an oxidative and anti-oxidative factor respectively, have been proved to be involved in oxidative stress damage and inflammation in several human diseases. However, their role in PsA remains unclear. Methods In this retrospective comparative cohort study, a case group of 68 PsA patients and a control group of 73 healthy volunteers from the Third Hospital of Hebei Medical University were enrolled. Serum GGT, IBIL, GGT/IBIL ratio and C-reactive protein (CRP), a well applied bio-marker of systemic inflammatory in PsA, were compared between the two groups. Furthermore, the relationship of GGT, IBIL and GGT/IBIL with CRP were explored in PsA patients. Finally, the patients were divided into high inflammation group and low inflammation group according to the median value of CRP. Multivariate logistic regression analyses were used for the association of systemic inflammation level with GGT, IBIL and GGT/IBIL. Results Compared with healthy controls, PsA patients exhibited significantly higher serum GGT, GGT/IBIL, and CRP levels and lower IBIL levels. Serum GGT and GGT/IBIL were positively correlated with CRP, whereas IBIL were negatively correlated with CRP. Binary logistic regression analysis revealed that serum GGT was a risk factor for high CRP in PsA, whereas IBIL was a protective factor. Furthermore, GGT/IBIL was a better indicator of high CRP condition in PsA patients than either GGT or IBIL alone, as determined by the receiver operating characteristic curves. Conclusion GGT and IBIL may participate in the pathogenesis of PsA. Additionally, GGT, IBIL and the balance of the two may reflect systemic inflammation mediated by oxidative stress events related to metabolic abnormalities to a certain extent.

Early prediction of severe COVID-19 in patients with Sjögren's syndrome / 北京大学学报(医学版)

OBJECTIVE@#To investigate the predictive value of blood cell ratios and inflammatory markers for adverse prognosis in patients with primary Sjögren's syndrome (PSS) combined with coronavirus disease 2019 (COVID-19).@*METHODS@#We retrospectively collected clinical data from 80 patients with PSS and COVID-19 who visited the Rheumatology and Immunology Department of the First Affiliated Hospital of Nanchang University from December 2022 to February 2023. Inclusion criteria were (1) meeting the American College of Rheumatology (ACR) classification criteria for Sjögren's syndrome; (2) confirmed diagnosis of COVID-19 by real-time reverse transcription polymerase chain reaction or antigen testing for severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); (3) availability of necessary clinical data; (4) age > 18 years. According to the clinical classification criteria of the "Diagnosis and Treatment Protocol for Novel Coronavirus Pneumonia (trial the 10th Revised Edition)", the patients were divided into the mild and severe groups. Disease activity in primary Sjögren' s syndrome was assessed using the European League Against Rheumatism (EULAR) Sjögren' s syndrome disease activity index (ESSDAI). Platelet-lymphocyte ratio (PLR), C-reactive protein-lymphocyte ratio (CLR), erythrocyte sedimentation rate (ESR), C-reactive protein (CRP), and other laboratory data were compared between the two groups within 24-72 hours post-infection.@*RESULTS@#The mild group consisted of 66 cases with an average age of (51. 52±13. 16) years, and the severe group consisted of 14 cases with an average age of (52.64±10.20) years. Disease activity, CRP, platelets, PLR, and CLR were significantly higher in the severe group compared with the mild group (P < 0.05). Univariate analysis using age, disease activity, CRP, platelets, PLR, and CLR as independent variables indicated that disease activity, CRP, PLR, and CLR were correlated with the severity of COVID-19 (P < 0.05). Multivariate logistic regression analysis further confirmed that PLR (OR=1.016, P < 0.05) and CLR (OR=1.504, P < 0.05) were independent risk factors for the severity of COVID-19 in the critically ill patients. Receiver operator characteristic (ROC) curve analysis showed that the area under the curve (AUC) for PLR and CLR was 0.708 (95%CI: 0.588-0.828) and 0.725 (95%CI: 0.578-0.871), respectively. The sensitivity for PLR and CLR was 0.429 and 0.803, respectively, while the highest specificity was 0.714 and 0.758, respectively. The optimal cutoff values for PLR and CLR were 166.214 and 0.870, respectively.@*CONCLUSION@#PLR and CLR, particularly the latter, may serve as simple and effective indicators for predicting the prognosis of patients with PSS and COVID-19.

Study on fecal calprotectin in predicting disease activity and mucosal healing in patients with small intestinal Crohn′s disease / 中华消化杂志

Objective:To explore the differences of fecal calprotectin (FC), C-reactive protein (CRP), and erythrocyte sedimentation rate (ESR) between colon and small intestinal Crohn′s disease, and their predictive values for disease activity and mucosal healing in patients with small intestinal Crohn′s disease.Methods:From January 2017 to January 2023, 64 patients with Crohn′s disease who underwent capsule endoscopy in the First Affiliated Hospital of Zhejiang Chinese Medical University were enrolled, among them 28 patients had only small intestinal lesions (small intestine group) and 36 patients had lesions involving both small intestine and colon or only colon involvement (ileocolon group). The FC, CRP, and ESR levels of the two groups were detected and compared 15 days before capsule endoscopy examination. Wilcoxon rank-sum test was used for statistical analysis. Receiver operating characteristic curve analysis was used to evaluate the predictive value of FC, CRP, and ESR for disease activity and mucosal healing in patients with small intestinal Crohn′s disease.Results:The FC, CRP, and ESR levels of the small intestine group during the active phase of the disease were 1 689.00 μg/g (727.75 μg/g, 1 800.00 μg/g), 5.67 mg/L (1.00 mg/L, 17.01 mg/L), and 4.50 mm/1 h (2.00 mm/1 h, 11.00 mm/1 h), respectively; while FC, CRP, and ESR levels during the mucosal healing phase were 112.00 μg/g (46.50 μg/g, 130.50 μg/g), 1.00 mg/L (1.00 mg/L, 1.62 mg/L), and 2.00 mm/1 h (2.00 mm/1 h, 5.50 mm/1 h), respectively. The FC, CRP, and ESR levels of the ileocolon group during the active phase of the disease were 1 800.00 μg/g (895.50 μg/g, 1 800.00 μg/g), 4.94 mg/L (3.10 mg/L, 14.80 mg/L), and 10.00 mm/1 h (2.00 mm/1 h, 27.75 mm/1 h), respectively, while FC, CRP, and ESR levels during the mucosal healing phase were 66.00 μg/g (32.50 μg/g, 97.50 μg/g), 1.00 mg/L (1.00 mg/L, 1.55 mg/L), and 2.00 mm/1 h (2.00 mm/1 h, 4.50 mm/1 h), respectively. There were no statistically significant differences in FC, CRP, and ESR between the small intestine group and the ileocolon group during the active phase of the disease and mucosal healing phase (all P> 0.05). In the small intestine group, the levels of FC and CRP of patients during the active phase of the disease were 1 173.00 μg/g (312.00 μg/g, 1 800.00 μg/g) and 2.10 mg/1 L (1.00 mg/L, 16.00 mg/L), which were both higher than those of patients during the mucosal healing phase (112.00 μg/g (46.50 μg/g, 130.50 μg/g) and 1.00 mg/L (1.00 mg/L, 1.62 mg/L)), and the differences were statistically significant ( Z=-4.35 and-2.67, P<0.001 and =0.008). In the small intestine group, the level of ESR of patients during the active phase of the disease was 4.00 mm/1 h (2.00 mm/1 h, 16.00 mm/1 h), and there was no significant difference compared with that of patients during the mucosal healing phase (2.00 mm/1 h (2.00 mm/1 h, 5.50 mm/1 h)) ( P>0.05). When the cut-off level of FC was 188.50 μg/g, the sensitivity, specificity, and area under the curve for predicting disease activity in patients with small intestinal Crohn′s disease was 93.3%, 100.0%, and 0.964, respectively. When the cut-off value of CRP was 3.12 mg/L, the sensitivity, specificity, and area under the curve for predicting disease activity in patients with small intestinal Crohn′s disease was 46.7%, 92.3%, and 0.744, respectively. When the cut-off level of ESR was 10.00 mm/1 h, the sensitivity, specificity, and area under the curve for predicting disease activity in patients with small intestinal Crohn′s disease was 33.3%, 100.0%, and 0.654, respectively. There were no statistically significant differences in the area under the curve between the combinations of FC and CRP, FC and ESR, FC, CRP and ESR, and FC alone for predicting disease activity in patients with small intestinal Crohn′s disease (0.964, 0.959, and 0.959 vs. 0.964, all P> 0.05). There was a statistically significant difference in the area under the curve between the combination of CRP and ESR and FC alone in predicting disease activity in patients with small intestinal Crohn′s disease (0.708 vs. 0.964, Z=-2.57, P=0.010). Conclusions:There are no statistically significant differences in FC, CRP, and ESR between colon and small intestinal Crohn′s disease. FC has a high predictive value for disease activity and mucosal healing in patients with small intestinal Crohn′s disease and has certain clinical application value.

Correlation between perioperative new onset atrial fibrillation and prognosis of colorectal cancer / 中华普通外科杂志

Objective:To investigate the correlation between perioperative new onset atrial fibrillation and the prognosis of colorectal cancer.Methods:This study involved 180 colorectal cancer patients undgoing radical resection at the Department of Gastrointestinal Surgery, Longyan First Hospital from Jan 2014 to Jan 2015. Among them, 47cases suffered from perioperative new onset atrial fibrillation.Results:The perioperative new onset atrial fibrillation group had a higher mean age and a higher mean postoperative C-reactive protein level than the control group ( t=-3.080, P=0.002; t=-2.184, P=0.030). Hence these patients had a longer hospital stay ( t=-5.072, P=0.001; t=-2.577, P=0.011). Multivariate analysis showed that postoperative new onset atrial fibrillation, high postoperative mean C-reactive protein level, poor tumor differenciation and late tumor stage were independent risk factors for the prognosis of colorectal cancer ( HR=1.835, P=0.018; HR=1.008 P=0.017; HR=1.950 P=0.046; HR=1.300, P=0.047). The median survival time of perioperative new onset atrial fibrillation group and control group were 59.05 months and 63.23 months, respectively ( P=0.005). Conclusions:Colorectal cancer patients suffering from perioperative new onset atrial fibrillation were more common among advanced age and high postoperative mean C-reactive protein level with higher all-cause mortality.

Serum PCT, CRP and CD64 levels in predicting early infection after internal fixation of limb fractures / 中华临床感染病杂志

Objective:To investigate serum C-reactive protein (CRP) , procalcitonin (PCT) and neutrophil CD64 in predicting early infection after internal fixation of limb fractures.Methods:A total of 2 572 patients with limb fractures undergoing internal fixation in Taishun County People’s Hospital from January 2016 to December 2022 were enrolled. Postoperative infection occurred in 121 cases (infected group) and did not occur in 2 451 cases (uninfected group). Serum levels of PCT, CRP and CD64 were tested at admission and d1, d3, d5 and d7 after operation. Repeated measurement analysis of variance was used to compare the serum levels of PCT, CRP and CD64 at different time points between two groups, the receiver operating characteristic curve (ROC) was used to evaluate the predictive value of each index or in combination for early infection after internal fixation of limbs fractures.Results:The early infection rate after internal fixation was 4.70% (121/2 572). The levels of PCT, CRP and CD64 in the infection group began to rise after operation and decreased on d7; there were significant differences in PCT, CRP and CD64 levels between the two groups on d3, d5 and d7 after operation (PCT: Ftime=678.607, Fintergroup=2 218.323, Finteraction=653.150; CRP: Ftime=392.724, Fintergroup=1 812.502, FInteraction =379.577; CD64: Ftime=373.686, Fintergroup=4 817.438, Finteraction=528.353, all P< 0.001) . The area under the ROC curve of combined detection of PCT, CPR, and CD64 for predicting early infection was 0.856; the sensitivity and specificity of combined detection were 69.2% and 94.7%, respectively. The combined detection of three indicators showed better prediction values than PCT, CRP and CD64 alone ( Z=6.176, 3.838 and 2.431, P<0.01 or <0.05), and also better than combined detection of PCT and CRP ( Z=2.875, P=0.019). Conclusions:The combined detection of CD64, PCT and CRP is of value in prediction of postoperative infection after internal fixation of limb fractures, which is worthy of clinical application.

The diagnostic value of some inflammatory markers for knee joint periprosthetic joint infection / 中华骨科杂志

Objective:To investigate the diagnostic value of erythrocyte sedimentation rate/C-reactive protein (ECR), fibrinogen and D-dimer in periprosthetic infection after artificial knee replacement.Methods:A total of 205 patients, including 62 males and 143 females, aged 66.9±9.5 years (range 26-84 years), who underwent revision of artificial knee joint at Department of Joint Surgery, The First Affiliated Hospital of Xinjiang Medical University from January 2017 to December 2021 were retrospectively collected.122 cases of periprosthetic joint infection (PJI), including 43 cases of acute infection; 79 cases of chronic infection (13 cases of chronic infection combined with rheumatoid arthritis were analyzed separately); there were 83 cases without PJI, including 73 cases of aseptic loosening, 8 cases of prosthesis dislocation and 2 cases of joint stiffness. Erythrocyte sedimentation rate, C-reactive protein, white blood cell count, fibrinogen and D-dimer levels were examined before surgery, and the sensitivity and specificity of the indicators were calculated using the receiver operating characteristic (ROC) curve. The diagnostic value of different inflammatory markers was compared according to the area under curve (AUC).Results:The levels of ECR, erythrocyte sedimentation rate, C-reactive protein, fibrinogen, and D-dimer in acute PJI group were 2.47±2.91, 50 (38, 62) mm/1 h, 31.6 (13.9, 79.3) mg/L, 4.25±0.94 g/L, 763 (453, 1 157) ng/ml, respectively. The chronic PJI group was 3.06±2.95, 50 (34, 64) mm/1 h, 20.4(12.7, 43.3) mg/L, 4.19±0.91 g/L, 586 (317, 1 122) ng/ml, and the non-PJI group was 6.20±4.64, 22 (15, 34) mm/1 h, 4.6 (2.7, 7.74) mg/L, 3.10±0.59 g/L and 363 (181, 591)ng/ml were statistically significant ( P<0.05). The AUC of ECR, erythrocyte sedimentation rate, C-reactive protein, fibrinogen, and D-dimer in the acute PJI group were 0.82, 0.85, 0.90, 0.88, and 0.76, respectively.The optimal critical values were 2.89, 37.00 mm/1 h, 13.6 mg/L, 3.86 g/L, and 443.0 ng/ml, respectively, with sensitivity of 76.7%, 79.1%, 76.7%, 69.8%, and 82.4%, and specificity of 79.5%, 78.3%, 94.0%, 94.0%, 90.4%, and 63.8%, respectively. The AUC of ECR, erythrocyte sedimentation rate, C-reactive protein, fibrinogen, D-dimer, and white blood cell count in the chronic PJI group were 0.77, 0.82, 0.87, 0.85, 0.67, and 0.63, respectively. The optimal critical values are 2.91, 33.00 mm/1 h, 10.9 mg/L, 4.01 g/L, 558.5 ng/ml, and 5.575×10 9 /L, respectively, with sensitivity of 68.2%, 78.8%, 81.8%, 63.6%, 57.9%, and 75.8%, and specificity of 79.5%, 73.5%, 88.0%, 95.2%, 72.5%, and 49.4%, respectively. Conclusion:Fibrinogen has a higher diagnostic value for knee joint PJI, followed by ECR, and D-dimer has the lowest diagnostic value for knee joint PJI.

Construction of a risk warning model for acute lung injury caused by Staphylococcus aureus infection / 中华传染病杂志

Objective:To investigate the risk factors of acute lung injury (ALI) caused by Staphylococcus aureus infection, and to construct a risk warning model. Methods:Patients with Staphylococcus aureus infection confirmed by sputum or blood culture admitted to the Affiliated Hospital of Jiangnan University from January 1, 2020 to May 10, 2022 were enrolled and divided into ALI group and non-ALI group. The age, smoking status, C-reactive protein (CRP), procalcitonin (PCT), neutrophil-to-lymphocyte ratio (NLR), albumin, oxygenation index and other clinical data were compared between the two groups. Univariate analysis was performed by using independent sample t test and chi-square test. Binary logistic regression analysis was used to screen the independent risk factors of ALI caused by Staphylococcus aureus infection, and a risk warning model was constructed. The receiver operator characteristic (ROC) curve was used to evaluate the predictive ability of the model. Results:There were 96 cases of Staphylococcus aureus infection, including 68 cases (70.8%) in ALI group, of which 41 cases (60.3%) were positive in sputum culture and 27 cases (39.7%) were positive in blood culture. Compared with the non-ALI group, the proportion of patients aged ≥60 years in ALI group was lower (58.8%(40/68) vs 64.3%(18/28)), the proportion of smoking was higher (58.8%(40/68) vs 35.7%(10/28)), and the differences were both statistically significant ( χ2=0.76 and 0.03, respectively, both P<0.05). The levels of CRP, PCT and NLR in the ALI group were all higher than those in non-ALI group, while oxygenation index and albumin level were both lower, and the differences were all statistically significant ( t=-5.28, -3.46, -9.87, 12.83 and 3.08, respectively, all P<0.05). Binary logistic regression analysis showed that CRP (odds ratio ( OR)=1.973, 95% confidence interval (95% CI) 0.956 to 2.989), PCT ( OR=3.734, 95% CI 1.014 to 13.746), NLR ( OR=1.152, 95% CI 1.058 to 2.254) and albumin ( OR=1.527, 95% CI 1.110 to 2.102) were independent risk factors for ALI caused by Staphylococcus aureus infection. The areas under the ROC curve of CRP, PCT, NLR, albumin and the risk warning model constructed from the combination of four risk factors were 0.69, 0.81, 0.83, 0.78 and 0.93, respectively. The sensitivities were 65.14%, 89.91%, 84.40%, 56.88% and 98.17%, respectively. The specificities were 62.37%, 60.22%, 65.59%, 80.64% and 93.55%, respectively. The accuracy of the effectiveness test of the risk warning model was 84.97%. Conclusions:CRP, PCT, NLR and albumin are the independent risk factors for ALI caused by Staphylococcus aureus infection. The risk warning model based on the above factors has a good early warning effect on ALI caused by Staphylococcus aureus infection.