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Kostaki A, Wacker JW, Safarika A, Solomonidi N, Katsaros K, Giannikopoulos G, Koutelidakis IM, Hogan CA, Uhle F, Liesenfeld O, Sweeney TE, Giamarellos-Bourboulis EJ. A 29-MRNA HOST RESPONSE WHOLE-BLOOD SIGNATURE IMPROVES PREDICTION OF 28-DAY MORTALITY AND 7-DAY INTENSIVE CARE UNIT CARE IN ADULTS PRESENTING TO THE EMERGENCY DEPARTMENT WITH SUSPECTED ACUTE INFECTION AND/OR SEPSIS. Shock 2022; 58:224-230. [PMID: 36125356 PMCID: PMC9512237 DOI: 10.1097/shk.0000000000001970] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 03/28/2022] [Accepted: 07/19/2022] [Indexed: 11/25/2022]
Abstract
ABSTRACT Background: Risk stratification of emergency department patients with suspected acute infections and/or suspected sepsis remains challenging. We prospectively validated a 29-messenger RNA host response classifier for predicting severity in these patients. Methods: We enrolled adults presenting with suspected acute infections and at least one vital sign abnormality to six emergency departments in Greece. Twenty-nine target host RNAs were quantified on NanoString nCounter and analyzed with the Inflammatix Severity 2 (IMX-SEV-2) classifier to determine risk scores as low, moderate, and high severity. Performance of IMX-SEV-2 for prediction of 28-day mortality was compared with that of lactate, procalcitonin, and quick sequential organ failure assessment (qSOFA). Results: A total of 397 individuals were enrolled; 38 individuals (9.6%) died within 28 days. Inflammatix Severity 2 classifier predicted 28-day mortality with an area under the receiver operator characteristics curve of 0.82 (95% confidence interval [CI], 0.74-0.90) compared with lactate, 0.66 (95% CI, 0.54-0.77); procalcitonin, 0.67 (95% CI, 0.57-0.78); and qSOFA, 0.81 (95% CI, 0.72-0.89). Combining qSOFA with IMX-SEV-2 improved prognostic accuracy from 0.81 to 0.89 (95% CI, 0.82-0.96). The high-severity (rule-in) interpretation band of IMX-SEV-2 demonstrated 96.9% specificity for predicting 28-day mortality, whereas the low-severity (rule-out) band had a sensitivity of 78.9%. Similarly, IMX-SEV-2 alone accurately predicted the need for day-7 intensive care unit care and further boosted overall accuracy when combined with qSOFA. Conclusions: Inflammatix Severity 2 classifier predicted 28-day mortality and 7-day intensive care unit care with high accuracy and boosted the accuracy of clinical scores when used in combination.
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Affiliation(s)
- Antigone Kostaki
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, Greece
| | | | - Asimina Safarika
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, Greece
| | - Nicky Solomonidi
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, Greece
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Wang R, Hua Y, He M, Xu J. Prognostic Value of Serum Procalcitonin Based Model in Moderate to Severe Traumatic Brain Injury Patients. J Inflamm Res 2022; 15:4981-4993. [PMID: 36065318 PMCID: PMC9440674 DOI: 10.2147/jir.s358621] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2022] [Accepted: 08/09/2022] [Indexed: 11/23/2022] Open
Abstract
Objective Procalcitonin (PCT) is an acknowledged marker of systemic inflammatory response. Previous studies have not reached agreement on the association between serum PCT and outcome of traumatic brain injury (TBI) patients. We designed this study to confirm the prognostic value of PCT in isolated TBI and those with extracranial injury, respectively. Methods Patients hospitalized in our hospital for moderate-to-severe TBI between March 2015 and December 2019 were included. Logistic regression analysis was performed to validate the association between PCT and in-hospital mortality in these patients. AUC (area under the receiver operating characteristics curve) of PCT and constructed model were calculated and compared. Results Among the included 211 patients, 81 patients suffered a poor outcome, with a mortality rate of 38.4%. Non-survivors had a higher level of serum PCT (2.73 vs 0.72, p<0.001) and lower GCS (5 vs 7, p<0.001) on admission than survivors. AUC of single PCT for predicting mortality in isolated TBI and those with extracranial injury were 0.767 and 0.553, respectively. Multivariate logistic regression showed that GCS (OR=0.744, p=0.008), glucose (OR=1.236, p<0.001), cholesterol (OR=0.526, p=0.002), and PCT (OR=1.107, p=0.022) were independently associated with mortality of isolated TBI. The AUC of the prognostic model composed of GCS, glucose, cholesterol, and PCT was 0.868 in isolated TBI. Conclusion PCT is an efficient marker of outcome in isolated moderate-to-severe TBI but not those with extracranial injury. A prognostic model incorporating PCT is useful for clinicians to make early risk stratification for isolated TBI.
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Affiliation(s)
- Ruoran Wang
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Yusi Hua
- Department of Anesthesiology, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
| | - Min He
- Department of Critical Care Medicine, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Min He, Department of Critical Care Medicine, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, People’s Republic of China, Email
| | - Jianguo Xu
- Department of Neurosurgery, West China Hospital, Sichuan University, Chengdu, People’s Republic of China
- Correspondence: Jianguo Xu, Department of Neurosurgery, West China Hospital, Sichuan University, No. 37, Guoxue Alley, Chengdu, 610041, People’s Republic of China, Email
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Zheng X, Li Y, Cheng Q, Wang L. Predictive Value of Ionized Calcium for Prognosis of Sepsis in Very Low Birth Weight Infants. J Inflamm Res 2022; 15:3749-3760. [PMID: 35799618 PMCID: PMC9255904 DOI: 10.2147/jir.s369431] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/23/2022] [Indexed: 11/23/2022] Open
Abstract
Purpose Previous studies have shown that ionized calcium (iCa) is strongly correlated with critical illnesses, including sepsis. However, there are few studies on the association of iCa levels and sepsis in very low birth weight infants (VLBWI). Therefore, the aim of this study was to investigate the role of iCa in assessing the severity of sepsis and in predicting the prognosis of sepsis in VLBWI. Patients and Methods 249 eligible VLBWI with sepsis were included in the present study and were divided into good and poor prognosis groups according to prognosis. We collected complete laboratory and clinical data. The lowest iCa measured during the first 24h from sepsis onset was recorded, and the Pediatric Risk of Mortality (PRISM III) score was calculated for each newborn. Results Neonatal mortality was higher in the hypocalcemia group (32.80% vs 12.80%, P < 0.001), and iCa levels were negatively correlated with PRISM III scores (r= −0.819, P < 0.001). The result of multiple logistic regression analysis showed that iCa was an independent predictor of poor prognosis (odds ratio [OR]= 0.558, 95% confidence interval [CI], 0.406–0.768, P < 0.001). Furthermore, our data demonstrated that iCa was also an independent predictor for the occurrence of death in VLBWI with sepsis who have a poor prognosis (OR= 0.659, 95% CI, 0.445–0.977, P =0.038). ROC curve analysis showed that iCa had good discriminatory power in predicting the poor prognosis (AUC=0.739, 95% CI, 0.664–0.813, P <0.001) in VLBWI with sepsis. Conclusion iCa levels correlate with the severity of sepsis and can be an independent predictor of poor prognosis in VLBWI with sepsis.
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Affiliation(s)
- Xuejie Zheng
- Department of Pediatrics, the First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China
| | - Yuanzhi Li
- Department of Pediatrics, the First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China
| | - Qiyuan Cheng
- Department of Pediatrics, the First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China
| | - Lili Wang
- Department of Pediatrics, the First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China
- Correspondence: Lili Wang, Department of Pediatrics, the First Affiliated Hospital of Anhui Medical University, Hefei, People’s Republic of China, Tel +86 13075578390, Email
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Shan M, Shen D, Song T, Xu W, Qiu H, Chen S, Han Y, Tang X, Miao M, Sun A, Wu D, Xu Y. The Clinical Value of Procalcitonin in the Neutropenic Period After Allogeneic Hematopoietic Stem Cell Transplantation. Front Immunol 2022; 13:843067. [PMID: 35547733 PMCID: PMC9082027 DOI: 10.3389/fimmu.2022.843067] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 03/21/2022] [Indexed: 12/01/2022] Open
Abstract
The diagnostic value of procalcitonin and the prognostic role of PCT clearance remain unclear in neutropenic period after allogeneic hematopoietic stem cell transplantation introduction. This study evaluated 219 febrile neutropenic patients (116, retrospectively; 103, prospectively) who underwent allo-HSCT from April 2014 to March 2016. The area under the receiver operator characteristic curve (AUC) of PCT for detecting documented infection (DI) was 0.637, and that of bloodstream infection (BSI) was 0.811. In multivariate analysis, the inability to decrease PCT by more than 80% within 5–7 days after the onset of fever independently predicted poor 100-day survival following allo-HSCT (P = 0.036). Furthermore, the prognostic nomogram combining PCTc and clinical parameters showed a stable predictive performance, supported by the C-index of 0.808 and AUC of 0.813 in the primary cohort, and C-index of 0.691 and AUC of 0.697 in the validation cohort. This study demonstrated the diagnostic role of PCT in documented and bloodstream infection during the neutropenic period after allo-HSCT. PCTc might serve as a predictive indicator of post-HSCT 100-day mortality. A nomogram based on PCTc and several clinical factors effectively predicted the 100-day survival of febrile patients and may help physicians identify high-risk patients in the post-HSCT neutropenic period.
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Affiliation(s)
- Meng Shan
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Institute of Blood and Marrow Transplantation, Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Danya Shen
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Institute of Blood and Marrow Transplantation, Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Tiemei Song
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Wenyan Xu
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Huiying Qiu
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Suning Chen
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yue Han
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Xiaowen Tang
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Miao Miao
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Aining Sun
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Depei Wu
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Institute of Blood and Marrow Transplantation, Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
| | - Yang Xu
- Jiangsu Institute of Hematology, The First Affiliated Hospital of Soochow University, Suzhou, China.,National Clinical Research Center for Hematologic Diseases, The First Affiliated Hospital of Soochow University, Suzhou, China.,Institute of Blood and Marrow Transplantation, Soochow University, Suzhou, China.,Collaborative Innovation Center of Hematology, Soochow University, Suzhou, China
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Osamura Y, Nishiyama H, Hattori T, Gunji M, Yuasa N. Clinico-bacterial and prognostic factors in patients with suspected blood stream infection and elevated serum procalcitonin levels. NAGOYA JOURNAL OF MEDICAL SCIENCE 2022; 84:230-246. [PMID: 35967939 PMCID: PMC9350570 DOI: 10.18999/nagjms.84.2.230] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/02/2021] [Accepted: 07/20/2021] [Indexed: 11/30/2022]
Abstract
This study determined prognostic factors by comparing clinico-bacterial factors based on significant elevated serum procalcitonin levels in patients with suspected bloodstream infection (BSI). We retrospectively analyzed the medical records of 1,052 patients (age ≥16 years) with fever (temperature ≥38°C) and serum procalcitonin levels of ≥2.0 ng/mL, and blood culture results. The optimal cutoff value of the significant elevation of procalcitonin was determined using the minimum P-value approach. Clinico-bacterial factors were analyzed per the procalcitonin levels, and significant independent factors for short-term survival were investigated in 445 patients with BSI. Patients with suspected BSI were aged, on average, 72.3 ± 15.1 years, and the incidence of positive blood culture was 42.3%; and the 14-day survival was 83.4%. Procalcitonin ≥100 ng/mL was the most significant predictor for survival. Multivariate analysis in patients with suspected BSI showed that estimated glomerular filtration rate (eGFR) <30 mL/min/1.73 m2 and procalcitonin ≥100 ng/mL were significant independent unfavorable prognostic factors. Microorganisms were similar between patients with procalcitonin level 2-99 ng/mL (n=359) and those with ≥100 ng/mL (n=86). Multivariate analysis in patients with BSI showed that eGFR <30 mL/min/1.73 m2, procalcitonin ≥100 ng/mL, and primary infectious foci were significant independent prognostic factors. Patients with foci in the gastrointestinal tract and respiratory system had unfavorable 14-day survival. In conclusions, eGFR <30 mL/min/1.73 m2 and procalcitonin ≥100 ng/mL were significant independent unfavorable prognostic factors for suspected BSI. Primary infectious foci (gastrointestinal tract and respiratory system) were associated with unfavorable short-term survival in patients with positive blood culture.
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Affiliation(s)
- Yoko Osamura
- Department of Clinical Laboratory, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Hideki Nishiyama
- Department of Clinical Laboratory, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Takuya Hattori
- Department of Clinical Laboratory, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Masaharu Gunji
- Department of Clinical Laboratory, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Norihiro Yuasa
- Department of Clinical Laboratory, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
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Makkar N, Soneja M, Arora U, Sood R, Biswas S, Jadon RS, Biswas A, Wig N. Prognostic utility of biomarker levels and clinical severity scoring in sepsis: a comparative study. J Investig Med 2022; 70:1399-1405. [PMID: 35450947 DOI: 10.1136/jim-2021-002276] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/23/2022] [Indexed: 11/04/2022]
Abstract
Procalcitonin (PCT) is one of the best validated biomarkers in the management of sepsis. However, its prognostic utility remains poorly studied. The present study sought to assess the prognostic utility of serial PCT assessments in patients with sepsis, and to compare the prognostic predictive capability of serial measurements of PCT with conventional markers of inflammation and validated intensive care unit (ICU) severity scoring systems. We recruited consecutive patients admitted to the medical units of a tertiary care center with suspected or proven bacterial infection and sepsis. Measurement of serum PCT levels, inflammatory markers, and ICU severity scores were performed at admission and repeated every 48 hours subsequently for the duration of hospital stay. 99 patients with bacterial infection and sepsis were recruited and followed until death or discharge. Median serum PCT level was similar between survivors and non-survivors on day 1, but was significantly lower at days 3, 5 and 7 in the survivors. The analysis found Acute Physiology and Chronic Health Evaluation (APACHE IV) score on all days (1, 3, 5, and 7), PCT on days 5 and 7, and Sequential Organ Failure Assessment score at 24 hours to have good predictive accuracy for adverse patient outcome. PCT clearance on days 3 and 5 of admission was measured and demonstrated predictive accuracy comparable to day-matched APACHE IV scores. While serial levels of serum PCT in patients with sepsis are accurate in the prediction of adverse patient outcome, they do not offer any additional clinical benefit over existing severity of illness scores and may be cost prohibitive in resource-limited settings. While serial levels of serum PCT in patients with sepsis are accurate in the prediction of adverse patient outcome, they do not offer any additional clinical benefit over existing severity of illness scores and may be cost prohibitive in resource-limited settings.
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Affiliation(s)
- Nayani Makkar
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Manish Soneja
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Umang Arora
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Rita Sood
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Sagnik Biswas
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Ranveer Singh Jadon
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Ashutosh Biswas
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
| | - Naveet Wig
- Department of Medicine, All India Institute of Medical Sciences, New Delhi, India
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Li T, Li X, Liu X, Zhu Z, Zhang M, Xu Z, Wei Y, Feng Y, Qiao X, Yang J, Dong G. Association of Procalcitonin to Albumin Ratio with the Presence and Severity of Sepsis in Neonates. J Inflamm Res 2022; 15:2313-2321. [PMID: 35437348 PMCID: PMC9013250 DOI: 10.2147/jir.s358067] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2022] [Accepted: 03/16/2022] [Indexed: 12/17/2022] Open
Abstract
Purpose Previous studies have demonstrated that procalcitonin and albumin have a close correlation with sepsis. However, the role of procalcitonin (PCT) to albumin (ALB) ratio (PAR) in sepsis was still unclear, especially in neonates. Thus, this study aimed to investigate the association between PAR and neonatal sepsis. Patients and Methods A total of 1,196 neonates with suspected sepsis were included in this study. Neonates were divided into control group and sepsis group, according to whether they were diagnosed with sepsis. Neonates with sepsis were further divided into mild sepsis and severe sepsis group according to the severity of sepsis. PAR was calculated as serum PCT (ng/mL)/ALB (mg/mL). All statistical analyses were performed using the statistical package SPSS 24.0, as appropriate. Results Compared with the control group, neonates with sepsis had a higher PAR. PAR also showed a significant gradual increase in the control, mild sepsis, and severe sepsis groups (P<0.001). Correlation analysis showed that there was a strong positive correlation between PAR and hsCRP, neonatal sequential organ failure assessment score (nSOFA), and prolonged length of hospital stay (P<0.001). On multiple logistic regression, higher PAR was independently associated with the presence and severity of neonatal sepsis. According to the receiver operating characteristic curve analysis, a PAR ≥0.065 had 64% sensitivity and 72% specificity in predicting the presence of neonatal sepsis (area under curve (AUC)=0.72, 95% CI=0.69–0.75, P<0.001) and a PAR≥0.070 had 69% sensitivity and 63% specificity in predicting the presence of severe sepsis (AUC=0.71, 95% CI=0.68–0.74, P<0.001). Conclusion PAR is significantly higher in neonates with sepsis and correlated with the severity of the disease. Increased PAR is an independent predictor useful for identifying the presence and severity of neonatal sepsis.
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Affiliation(s)
- Tiewei Li
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Xiaojuan Li
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Xinrui Liu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Zhiwei Zhu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Min Zhang
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Zhe Xu
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Yulei Wei
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Yichuang Feng
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
| | - Xiaoliang Qiao
- Center of Laboratory Medicine, Women & Infants Hospital of Zhengzhou, Zhengzhou, People’s Republic of China
| | - Junmei Yang
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
- Correspondence: Junmei Yang; Geng Dong, Email ;
| | - Geng Dong
- Zhengzhou Key Laboratory of Children’s Infection and Immunity, Children’s Hospital Affiliated to Zhengzhou University, Henan Children’s Hospital, Zhengzhou Children’s Hospital, Zhengzhou, People’s Republic of China
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Mahmoud EIED, Algendy MA, Al-Ansary AM, Noaman MK. Evaluation of procalcitonin (PCT) as a marker of infection in early post living donated liver transplant period. Transpl Immunol 2022; 71:101549. [PMID: 35122958 DOI: 10.1016/j.trim.2022.101549] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 01/28/2022] [Accepted: 01/29/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND AND AIM Procalcitonin (PCT) has been increasingly used as a biomarker of bacterial infection and as a tool to guide antimicrobial therapy. Despite its increased use, data in patients with solid organ transplants are limited. The study aimed to assess the frequency of rising PCT associated with infectious complications in immunosuppressed living donated liver transplantation. METHODS A single-center, retrospective observational study. Preoperative patients' demographic data, operative, anesthetic data, and postoperative clinical course were analyzed post-liver transplant (LT) till discharge from the intensive care unit. RESULTS Sixty patients were classified according to the culture results' into a positive culture group & a negative one and then followed up the sepsis variables in each group. Total leukocyte count (TLC) was elevated in the positive culture group in comparison to the negative culture one and was statistically significant (P-value <0.05) till the fourth day postoperative. Procalcitonin was higher in the positive culture group than in the negative one on days 1, 3, and 5 postoperative and was statistically significant (P-value <0.05). The cutoff values in the receiver operating characteristic curve (ROC) with >90% specificity to infection post LT were PCT of ≥9 ng/ml and TLC of ≥17.3/mm3 on day one. CONCLUSIONS Following up PCT level on day one with TLC is essential and will help to detect sepsis and guide early antimicrobial initiation post-liver transplantation. Combined measurements of PCT and TLC with cutoff values of <9 ng/ml and < 17.3/mm3 respectively will help to exclude infections in 83.7% of patients, thus avoiding unnecessary usage of higher generations empiric antimicrobials.
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Güleç RD, Arslan FD, Çalışkan T, Şenol N, Yılmaz N, Atalay S, Pirim İ. Could presepsin be an alternative marker in the early diagnosis of sepsis in COVID-19? Scandinavian Journal of Clinical and Laboratory Investigation 2022; 82:108-114. [DOI: 10.1080/00365513.2022.2031278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Affiliation(s)
- Rasime Derya Güleç
- Department of Tissue Typing Laboratory, University of Health Sciences, Tepecik Training and Research Hospital, Izmir, Turkey
| | - Fatma Demet Arslan
- Department of Medical Biochemistry, University of Health Sciences, Tepecik Training and Research Hospital, Izmir, Turkey
| | - Taner Çalışkan
- Department of Anesthesia and Reanimation, University of Health Sciences, Tepecik Training and Research Hospital, Izmir, Turkey
| | - Nimet Şenol
- Department of Anesthesia and Reanimation, University of Health Sciences, Tepecik Training and Research Hospital, Izmir, Turkey
| | - Nisel Yılmaz
- Department of Medical Microbiology, University of Health Sciences, Tepecik Training and Research Hospital, Izmir, Turkey
| | - Sabri Atalay
- Department of Infectious Diseases and Clinical Microbiology, University of Health Sciences, Tepecik Training and Research Hospital, Izmir, Turkey
| | - İbrahim Pirim
- Department of Medical Biology, Faculty of Medicine, Izmir Katip Celebi University, Izmir, Turkey
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Ruiz-Rodriguez JC, Plata-Menchaca EP, Chiscano-Camón L, Ruiz-Sanmartin A, Pérez-Carrasco M, Palmada C, Ribas V, Martínez-Gallo M, Hernández-González M, Gonzalez-Lopez JJ, Larrosa N, Ferrer R. Precision medicine in sepsis and septic shock: From omics to clinical tools. World J Crit Care Med 2022; 11:1-21. [PMID: 35433311 PMCID: PMC8788206 DOI: 10.5492/wjccm.v11.i1.1] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Revised: 06/23/2021] [Accepted: 12/22/2021] [Indexed: 02/06/2023] Open
Abstract
Sepsis is a heterogeneous disease with variable clinical course and several clinical phenotypes. As it is associated with an increased risk of death, patients with this condition are candidates for receipt of a very well-structured and protocolized treatment. All patients should receive the fundamental pillars of sepsis management, which are infection control, initial resuscitation, and multiorgan support. However, specific subgroups of patients may benefit from a personalized approach with interventions targeted towards specific pathophysiological mechanisms. Herein, we will review the framework for identifying subpopulations of patients with sepsis, septic shock, and multiorgan dysfunction who may benefit from specific therapies. Some of these approaches are still in the early stages of research, while others are already in routine use in clinical practice, but together will help in the effective generation and safe implementation of precision medicine in sepsis.
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Affiliation(s)
- Juan Carlos Ruiz-Rodriguez
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Shock, Organ Dysfunction and Resuscitation Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Erika P Plata-Menchaca
- Shock, Organ Dysfunction and Resuscitation Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Department of Intensive Care, Hospital Clínic de Barcelona, Barcelona 08036, Spain
| | - Luis Chiscano-Camón
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Shock, Organ Dysfunction and Resuscitation Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Adolfo Ruiz-Sanmartin
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Shock, Organ Dysfunction and Resuscitation Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Marcos Pérez-Carrasco
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Shock, Organ Dysfunction and Resuscitation Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
| | - Clara Palmada
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
| | - Vicent Ribas
- Data Analytics in Medicine, Digital Health Unit, Eurecat, Centre Tecnològic de Catalunya, Barcelona 08005, Spain
| | - Mónica Martínez-Gallo
- Immunology Division, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Diagnostic Immunology Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Department of Cell Biology, Physiology and Immunology, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Manuel Hernández-González
- Immunology Division, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Diagnostic Immunology Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Department of Cell Biology, Physiology and Immunology, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Juan J Gonzalez-Lopez
- Department of Clinical Microbiology, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Department of Microbiology and Genetics, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Nieves Larrosa
- Department of Clinical Microbiology, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Department of Microbiology and Genetics, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
| | - Ricard Ferrer
- Intensive Care Department, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Shock, Organ Dysfunction and Resuscitation Research Group, Vall d’Hebron Institut de Recerca (VHIR), Vall d’Hebron Barcelona Hospital Campus, Barcelona 08035, Spain
- Departament de Medicina, Universitat Autònoma de Barcelona, Bellaterra 08193, Spain
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Affiliation(s)
- Chang-Eun Park
- Department of Biomedical Laboratory Science, Molecular Diagnostics Research Institute, Namseoul University, Cheonan, Korea
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Wu J, Shu P, He H, Li H, Tang Z, Sun Y, Liu F. Predictors of mortality in patients with acute small-bowel perforation transferred to ICU after emergency surgery: a single-centre retrospective cohort study. Gastroenterol Rep (Oxf) 2021; 10:goab054. [PMID: 35382163 PMCID: PMC8972993 DOI: 10.1093/gastro/goab054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 10/05/2021] [Accepted: 10/26/2021] [Indexed: 11/21/2022] Open
Abstract
Background Although small-bowel perforation is a life-threatening emergency even after immediate surgical intervention, studies have rarely investigated surgical outcomes due to its relatively low incidence. This study aimed to investigate the outcomes of emergency surgery for patients with small-bowel perforation transferred to the intensive care unit (ICU) and the risk factors for mortality. Methods Consecutive patients with small-bowel perforation who were confirmed via emergency surgery and transferred to the ICU in Zhongshan Hospital, Fudan University (Shanghai, China) between February 2011 and May 2020 were retrospectively analysed. Medical records were reviewed to determine clinical features, laboratory indicators, surgical findings, and pathology. Results A total of 104 patients were included in this study, among whom 18 (17.3%), 59 (56.7%), and 27 (26.0%) underwent perforation repair, segmental resection with primary anastomosis, and small-bowel ostomy, respectively. Malignant tumours were the leading cause of perforation in these patients (40.4%, 42/104). The overall post-operative complication rate and mortality rates were 74.0% (77/104) and 19.2% (20/104), respectively. Malignant tumour-related perforation (odds ratio [OR], 4.659; 95% confidence interval [CI], 1.269–17.105; P = 0.020) and high post-operative arterial blood-lactate level (OR, 1.479; 95% CI, 1.027–2.131; P = 0.036) were identified as independent risk factors for post-operative mortality in patients with small-bowel perforation transferred to the ICU. Conclusions Patients with small-bowel perforation who are transferred to the ICU after emergency surgery face a high risk of post-operative complications and mortality. Moreover, those patients with malignant tumour-related perforation and higher post-operative blood-lactate levels have poor prognosis.
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Affiliation(s)
- Jianzhang Wu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Ping Shu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Hongyong He
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Haojie Li
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Zhaoqing Tang
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Yihong Sun
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
| | - Fenglin Liu
- Department of General Surgery, Zhongshan Hospital, Fudan University, Shanghai, P. R. China
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Detection of Sepsis in Platelets Using MicroRNAs and Membrane Antigens. Genes (Basel) 2021; 12:genes12121877. [PMID: 34946826 PMCID: PMC8701354 DOI: 10.3390/genes12121877] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2021] [Revised: 11/22/2021] [Accepted: 11/22/2021] [Indexed: 01/03/2023] Open
Abstract
The present study proposes to legitimize in sepsis a characteristic found in platelets that suffer storage lesions in blood banks, which is the increased expression of miRNA miR-320a in relation to miR-127. Under physiologically normal conditions, an inverse relationship is observed. The aim of this study was to verify whether the analysis of miR-320a and miR-127 expression in platelets could detect a decrease in their viability and function due to the presence of pathogens in the blood of patients hospitalized in the Intensive Care Unit. We also investigated the expression of membrane antigens sensitive to platelet activation. Of the 200 patients analyzed, only those who developed sepsis (140) were found to have a higher relative quantity of miR-320a than that of miR-127. This characteristic and the increased expression of membrane antigens P2Y12, CD62P, CD41, and CD61 showed a significant association (p < 0.01) with all types of sepsis evaluated in this study. Additionally, 40% of patients hospitalized for sepsis had negative results for the first cultures. We conclude that analysis of miR-127 and miR-320a expression combined with membrane antigens evaluation, in association with the available clinical and diagnostic parameters, are important tools to detect the onset of sepsis.
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Han Y, Kang L, Liu X, Zhuang Y, Chen X, Li X. Establishment and validation of a logistic regression model for prediction of septic shock severity in children. Hereditas 2021; 158:45. [PMID: 34772470 PMCID: PMC8588704 DOI: 10.1186/s41065-021-00206-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/15/2021] [Accepted: 10/14/2021] [Indexed: 11/10/2022] Open
Abstract
Background Septic shock is the most severe complication of sepsis, and is a major cause of childhood mortality, constituting a heavy public health burden. Methods We analyzed the gene expression profiles of septic shock and control samples from the Gene Expression Omnibus (GEO). Four differentially expressed genes (DEGs) from survivor and control groups, non-survivor and control groups, and survivor and non-survivor groups were selected. We used data about these genes to establish a logistic regression model for predicting the survival of septic shock patients. Results Leave-one-out cross validation and receiver operating characteristic (ROC) analysis indicated that this model had good accuracy. Differential expression and Gene Set Enrichment Analysis (GSEA) between septic shock patients stratified by prediction score indicated that the systemic lupus erythematosus pathway was activated, while the limonene and pinene degradation pathways were inactivated in the high score group. Conclusions Our study provides a novel approach for the prediction of the severity of pathology in septic shock patients, which are significant for personalized treatment as well as prognostic assessment. Supplementary Information The online version contains supplementary material available at 10.1186/s41065-021-00206-9.
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Affiliation(s)
- Yujie Han
- Department of Neonatal, Qilu Children's Hospital of Shandong University, No. 23976, Huaiyin District, Jinan City, 250022, Shandong, People's Republic of China
| | - Lili Kang
- Department of Neonatal, Qilu Children's Hospital of Shandong University, No. 23976, Huaiyin District, Jinan City, 250022, Shandong, People's Republic of China
| | - Xianghong Liu
- Department of Neonatal, Qilu Children's Hospital of Shandong University, No. 23976, Huaiyin District, Jinan City, 250022, Shandong, People's Republic of China
| | - Yuanhua Zhuang
- Department of Neonatal, Qilu Children's Hospital of Shandong University, No. 23976, Huaiyin District, Jinan City, 250022, Shandong, People's Republic of China
| | - Xiao Chen
- Department of Neonatal, Qilu Children's Hospital of Shandong University, No. 23976, Huaiyin District, Jinan City, 250022, Shandong, People's Republic of China
| | - Xiaoying Li
- Department of Neonatal, Qilu Children's Hospital of Shandong University, No. 23976, Huaiyin District, Jinan City, 250022, Shandong, People's Republic of China.
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Vittoros V, Kyriazopoulou E, Lada M, Tsangaris I, Koutelidakis IM, Giamarellos-Bourboulis EJ. Soluble fms-like tyrosine kinase 1, placental growth factor and procalcitonin as biomarkers of gram-negative sepsis: Analysis through a derivation and a validation cohort. Medicine (Baltimore) 2021; 100:e27662. [PMID: 34871241 PMCID: PMC8568432 DOI: 10.1097/md.0000000000027662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Accepted: 10/11/2021] [Indexed: 01/05/2023] Open
Abstract
Further improvement of the diagnostic and prognostic performance of biomarkers for the critically ill is needed. Procalcitonin (PCT), placental growth factor (PlGF) and soluble fms-like tyrosine kinase-1 raise interest for sepsis diagnosis and prognosis.Serum samples from 2 cohorts of 172 patients (derivation cohort) and of 164 patients (validation cohort) comprising only patients with microbiologically confirmed gram-negative infections were analyzed. PlGF, s-Flt-1 and procalcitonin (PCT) were measured in serum within 24 hours from sepsis onset and repeated on days 3 and 7.PCT and s-Flt-1 baseline levels were higher in sepsis and septic shock compared to non-sepsis; this was not the case for PlGF. s-Flt-1 at concentrations greater than 60 pg/ml diagnosed sepsis with sensitivity 72.3% and specificity 54.9% whereas at concentrations greater than 70 pg/ml predicted unfavorable outcome with specificity 73.0% and sensitivity 63.7%. At least 80% decrease of PCT and/or PCT less than 0.5 ng/ml on day 7 was protective from sepsis-associated death.Both s-Flt-1 and PCT should be measured in the critically ill since they provide additive information for sepsis diagnosis and prognosis.ClinicalTrials.gov numbers NCT01223690 and NCT00297674.
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Affiliation(s)
- Vasileios Vittoros
- 1st Department of Internal Medicine, Thriasio General Hospital of Elefsis, G. Gennimatas Avenue, Athens, Greece
| | - Evdoxia Kyriazopoulou
- 4th Department of Internal Medicine, National and Kapodistrian University of Athens, Medical School, 1 Rimini Street, Athens, Greece
| | - Malvina Lada
- 2nd Department of Internal Medicine, Sismanogleion General Hospital of Athens, 37 Sismanogleiou Street, Athens, Greece
| | - Iraklis Tsangaris
- 2nd Department of Critical Care Medicine, National and Kapodistrian University of Athens, Medical School, 1 Rimini Street, Athens, Greece
| | - Ioannis M. Koutelidakis
- 2nd Department of Surgery, Aristotle University of Thessaloniki, 41 Ethnikis Amynis street, Thessaloniki, Greece
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Willmon J, Subedi B, Girgis R, Noe M. Impact of Pharmacist-Directed Simplified Procalcitonin Algorithm on Antibiotic Therapy in Critically Ill Patients With Sepsis. Hosp Pharm 2021; 56:501-506. [PMID: 34720152 DOI: 10.1177/0018578720925385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Purpose The purpose was to determine whether a simplified procalcitonin (PCT) algorithm guided by pharmacist recommendations reduces antibiotic duration of therapy in critically ill patients with suspected sepsis. Methods This was a single-centered pre-post study conducted at a 1368-bed community teaching hospital in the United States. A prospective cohort with pharmacist intervention utilizing a simplified PCT algorithm was compared with a retrospective historical cohort with standard therapy. Adult patients admitted to the intensive care unit (ICU) with suspected sepsis who received intravenous antibiotics were included. A pharmacist recommended continuation or discontinuation of antibiotics based on the PCT level per our algorithm and full clinical assessment of the patient. Primary outcome was total duration of antibiotic therapy. Secondary outcomes were ICU and hospital length of stay (LOS), reinitiation of antibiotic therapy within 72 hours of discontinuation, and 28-day in-hospital mortality. Results From September 2017 to May 2018, 360 patients were screened for eligibility. Of these, 26 patients were included in the PCT group and 26 patients in the standard therapy group. Baseline characteristics were similar between groups. A significant difference in duration of antibiotic therapy was detected with a median of 9 days in the PCT group versus 12 days in the standard therapy group (P = .02). There were no significant differences in secondary endpoints of ICU and hospital LOS, reinitiation of antibiotics at 72 hours, or 28-day mortality. Conclusion Use of a simplified PCT algorithm with pharmacist-guided recommendations significantly reduced the duration of antibiotic therapy in critically ill patients with sepsis.
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Chaftari P, Chaftari AM, Hachem R, Yeung SCJ, Dagher H, Jiang Y, Malek AE, Dailey Garnes N, Mulanovich VE, Raad I. The role of procalcitonin in identifying high-risk cancer patients with febrile neutropenia: A useful alternative to the multinational association for supportive care in cancer score. Cancer Med 2021; 10:8475-8482. [PMID: 34725958 PMCID: PMC8633259 DOI: 10.1002/cam4.4355] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2021] [Revised: 09/22/2021] [Accepted: 10/03/2021] [Indexed: 12/18/2022] Open
Abstract
Background The Multinational Association for Supportive Care in Cancer (MASCC) risk index has been utilized to determine the risk for poor clinical outcomes in patients with febrile neutropenia (FN) in an emergency center (EC). However, this index comprises subjective elements and elaborated metrics limiting its use in ECs. We sought to determine whether procalcitonin (PCT) level (biomarker of bacterial infection) with or without lactate level (marker of inadequate tissue perfusion) offers a potential alternative to MASSC score in predicting the outcomes of patients with FN presenting to an EC. Methods We retrospectively identified 550 cancer patients with FN who presented to our EC between April 2018, and April 2019, and had serum PCT and lactate levels measured. Results Compared with patients with PCT levels <0.25 ng/ml, those with levels ≥0.25 ng/ml had a significantly higher 14‐day mortality rate (5.2% vs. 0.7%; p = 0.002), a higher bloodstream infection (BSI) rate, and a longer hospital length of stay (LOS). Logistic regression analysis showed that patients with PCT levels ≥0.25 ng/ml and lactate levels >2.2 mmol/L were more likely to be admitted and have an LOS >7 days, BSI, and 14‐day mortality than patients with lower levels. PCT level was a significantly better predictor of BSI than MASSC score (p = 0.003) or lactate level (p < 0.0001). Conclusions Procalcitonin level is superior to MASCC index in predicting BSI. The combination of PCT and lactate levels is a good predictor of BSI, hospital admission, and 14‐day mortality and could be useful in identifying high‐risk FN patients who require hospital admission.
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Affiliation(s)
- Patrick Chaftari
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Anne-Marie Chaftari
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ray Hachem
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Sai-Ching J Yeung
- Department of Emergency Medicine, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Hiba Dagher
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Ying Jiang
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Alexandre E Malek
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Natalie Dailey Garnes
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Victor E Mulanovich
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
| | - Issam Raad
- Department of Infectious Diseases, Infection Control and Employee Health, The University of Texas MD Anderson Cancer Center, Houston, Texas, USA
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Bibi A, Basharat N, Aamir M, Haroon ZH. Procalcitonin as a biomarker of bacterial infection in critically ill patients admitted with suspected Sepsis in Intensive Care Unit of a tertiary care hospital. Pak J Med Sci 2021; 37:1999-2003. [PMID: 34912433 PMCID: PMC8613018 DOI: 10.12669/pjms.37.7.4183] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2021] [Revised: 02/16/2021] [Accepted: 07/05/2021] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To compare the diagnostic accuracy of procalcitonin (PCT), C- reactive protein (CRP), total leukocyte count (TLC) and lactate in critically ill patients admitted with suspicion of sepsis. METHODS It was a cross sectional study conducted at the department of Chemical Pathology and Endocrinology AFIP, Rawalpindi, in collaboration with Medical and surgical intensive care units (ICU) of CMH Rawalpindi from January 2019 to December 2019. A total of 126 patients of both genders with age above 18 years and fulfilling the inclusion criteria of systemic inflammatory response syndrome (SIRS) were inducted in the study. RESULTS Out of 126 patients 82 (65%) patients have positive blood culture results. Male predominance was noted in patients with positive blood culture. Out of 82 patients with positive blood culture results 69(84%) patients have positive PCT results as well whereas 13(15%) patients with positive blood culture results have negative PCT values. 57(69%) patients had Gram negative bacterial infection and 25(30%) patients had Gram positive bacterial infection. Significant difference was noted between the medians of PCT in blood culture positive and blood culture negative group (p value< 0.05) whereas no significant difference was found between medians of CRP, TLC and lactate between blood culture positive and blood culture negative patients (p value > 0.05). ROC curve analysis of PCT, CRP and TLC were done, keeping blood culture as reference standard, PCT showed largest area under the curve (AUC) and clearly outperformed TLC and CRP. PCT showed AUC of 0.781 as compared to CRP and TLC, which was 0.568 and 0.617 respectively. PCT showed sensitivity of 93.9%, specificity of 47.7%, positive predictive value (PPV) of 77% and negative predictive value (NPV) of 80.8%. CONCLUSION Higher NPV makes it a reliable marker for screening out sepsis in suspected cases.
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Affiliation(s)
- Afshan Bibi
- Afshan Bibi (FCPS Chemical Pathology), Armed Forces Institute of Pathology (AFIP), Rawalpindi, Pakistan
| | - Nida Basharat
- Nida Basharat (FCPS Chemical Pathology), Armed Forces Institute of Pathology (AFIP), Rawalpindi, Pakistan
| | - Muhammad Aamir
- Muhammad Aamir (FCPS Chemical Pathology), Armed Forces Institute of Pathology (AFIP), Rawalpindi, Pakistan
| | - Zujaja Hina Haroon
- Zujaja Hina Haroon (FCPS Chemical Pathology) Armed Forces Institute of Pathology (AFIP), Rawalpindi, Pakistan
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Jiang Z, Liu N, Wang L, Wu J, Guan X. Mining of a Clinical Database: The Interpretation of Intense Serial Procalcitonin in the Prediction for Bloodstream Infection. Front Med (Lausanne) 2021; 8:691793. [PMID: 34692716 PMCID: PMC8526537 DOI: 10.3389/fmed.2021.691793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2021] [Accepted: 09/02/2021] [Indexed: 11/13/2022] Open
Abstract
Background: Procalcitonin (PCT) is a promising biomarker for predicting infection. Bloodstream infection (BSI) is usually a deteriorating stage of sepsis. The purpose of this study was to explore the predictive value of intense serial PCT assays for BSI in the intensive care unit (ICU). Methods: This study was a retrospective study based on a clinical database. We analyzed the data of critically ill patients from February 2016 to May 2020. The patients who received PCT assays and blood cultures (BCs) were classified into four groups according to the BCs: (i) BC negative, (ii) bacteria positive, (iii) fungi-positive, and (iv) combined-positive, and the patients with bacteremia were further subdivided into Gram+ and Gram- bacteremia. Results: The database included 11,219 patients. There were 3,593 patients who met the criteria for the analysis. The PCT concentration differed significantly across BC groups (p < 0.0001). The fluctuation of PCT significantly increased in the BC positive groups (p < 0.0001). According to the receiver operating characteristic (ROC), the optimum cutoff of the fluctuation of PCT was around 8 ng/ml for predicting BSI. Conclusion: Our study indicated that the fluctuation of PCT could be an indicator for screening BSI, but less accurate for Gram-positive infections. With a fluctuation of PCT less than 8 ng/ml, BSI should not be a rational cause for sepsis exacerbating.
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Affiliation(s)
- Zhiyi Jiang
- Department of Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Ning Liu
- Department of Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Luhao Wang
- Department of Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Jianfeng Wu
- Department of Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiangdong Guan
- Department of Critical Care Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
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Zang S, Chen Q, Zhang Y, Xu L, Chen J. Comparison of the Clinical Effectiveness of AN69-oXiris versus AN69-ST Filter in Septic Patients: A Single-Centre Study. Blood Purif 2021; 51:617-629. [PMID: 34610595 DOI: 10.1159/000519166] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/23/2020] [Accepted: 08/22/2021] [Indexed: 11/19/2022]
Abstract
INTRODUCTION The clinical effectiveness of AN69-oXiris remains unclear. This study aimed to compare the effects of AN69-oXiris and AN69-ST filters on cytokine levels and clinical improvement in septic patients. METHODS This prospective observational study recruited septic patients who underwent blood purification in the First Affiliated Hospital of Soochow University between December 2019 and May 2020. Patients were assigned to an AN69-oXiris (oXiris) or AN69-ST (ST) group based on their preferred filter. Patients' clinical data, cytokine levels, and prognostic indicators were analysed at baseline (T0), 24 h after treatment (T1), and at the end of the treatment (T2). RESULTS Forty-four patients participated in this study (22 patients in each group). Participants in both groups showed improvements in mean arterial pressure (MAP) values, oxygenation indices, and urinary output, and decreased vasoactive-inotropic scores (VISs), heart rates, lactic acid levels, and serum creatinine levels after blood purification. Reductions in cytokine levels were observed at T1 in both groups. Improvement the haemodynamic status was higher in the oXiris group than in the ST group at T2 (MAP: 79.0 [76.0, 85.0] vs. 77.0 [72.75, 79.25] mm Hg, p = 0.04; VISs: 9.10 [0.00, 16.69] vs. 19.05 [10.60, 26.33], p = 0.03, respectively). Patients in the oXiris group also had lower cytokine levels than those in the ST group at T1 (tumour necrosis factor-α: 24.55 [16.9, 30.15] vs. 30.15 [23.38, 34.13] pg/mL, p = 0.04; interleukin (IL)-6: 66.63 [46.21, 102.20] vs. 125.48 [79.73, 167.97] pg/mL, p = 0.01; IL-8: 53.59 [35.10, 66.01] vs. 63.60 [45.58, 83.37] pg/mL, p = 0.04; IL-10: 13.50 [10.35, 18.68] vs. 17.15 [13.80, 21.95] pg/mL, p = 0.04, respectively). There were no significant differences between the 2 groups regarding hospital mortality, intensive care unit length of stay (LOS), and hospital LOS. CONCLUSION Blood purification using the AN69-oXiris or AN69-ST filter proved useful for septic patients, which was associated with reduced cytokine levels and improved clinical condition. Patients treated with AN69-oXiris had a more remarkable improvement in haemodynamic status and lower cytokine levels than those treated with AN69-ST filter, but there were no differences in clinical outcomes. Further investigations are needed to prove this finding.
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Affiliation(s)
- Shouhua Zang
- Department of Surgical Intensive Care Unit of Anesthesiology, First Hospital Affiliated to Soochow University, Suzhou, China,
| | - Qing Chen
- Department of Surgical Intensive Care Unit of Anesthesiology, First Hospital Affiliated to Soochow University, Suzhou, China
| | - Yukun Zhang
- Department of Surgical Intensive Care Unit of Anesthesiology, First Hospital Affiliated to Soochow University, Suzhou, China
| | - Li Xu
- Department of Surgical Intensive Care Unit of Anesthesiology, First Hospital Affiliated to Soochow University, Suzhou, China
| | - Jun Chen
- Department of Surgical Intensive Care Unit of Anesthesiology, First Hospital Affiliated to Soochow University, Suzhou, China
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Mensa J, Barberán J, Ferrer R, Borges M, Rascado P, Maseda E, Oliver A, Marco F, Adalia R, Aguilar G, Estella A, León López R, Robles Marcos MS, González de Molina FJ, Serrano García R, Salavert M, Fernández Gómez J, Poliakova Y, Pasquau J, Azanza JR, Bou Arévalo G, LLinares Mondéjar P, Cardinal-Fernández P, Soriano A. Recommendations for antibiotic selection for severe nosocomial infections. REVISTA ESPANOLA DE QUIMIOTERAPIA : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE QUIMIOTERAPIA 2021; 34:511-524. [PMID: 34693705 PMCID: PMC8638841 DOI: 10.37201/req/126.2021] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/08/2021] [Accepted: 09/11/2021] [Indexed: 11/11/2022]
Abstract
Severe infection and its evolution to sepsis are becoming more prevalent every day and are among the leading causes of critical illness and mortality. Proper management is crucial to improve prognosis. This document addresses three essential points that have a significant impact on this objective: a) early recognition of patients with sepsis criteria, b) identification of those patients who suffer from an infection and have a high risk of progressing to sepsis, and c) adequate selection and optimization of the initial antimicrobial treatment.
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Affiliation(s)
| | - J Barberán
- José Barberán, Servicio de Medicina Interna - Enfermedades Infecciosas. Hospital Universitario HM Montepríncipe. Universidad San Pablo CEU. Spain.
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72
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Cai N, Chen ZQ, Tao M, Fan WT, Liao W. Mean platelet volume and red blood cell distribution width is associated with prognosis in premature neonates with sepsis. Open Med (Wars) 2021; 16:1175-1181. [PMID: 34514164 PMCID: PMC8389506 DOI: 10.1515/med-2021-0323] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 03/18/2021] [Accepted: 06/30/2021] [Indexed: 12/22/2022] Open
Abstract
Objective To evaluate the prognostic value of the mean platelet volume (MPV) and red blood cell distribution width (RDW) in sepsis among premature neonates. Methods This was a retrospective cohort study conducted in the neonatal intensive care unit between May 2015 and May 2020. Premature neonates with late-onset sepsis were enrolled. The demographic data, blood cell count analysis, C-reactive protein, and blood culture were compared between survivors and non-survivors. Results A total of 73 premature neonates with sepsis in the survivor group and 10 cases in the non-survivor group. Significant differences were observed between the survivor and non-survivor groups with regard to birth weight, MPV, and RDW (P < 0.05). The results of binomial stepwise logistic regression suggested that MPV (OR = 3.226, P = 0.017 < 0.05) and RDW (OR = 2.058, P = 0.019 < 0.05) were independent predictor for prognosis in preterm with sepsis. A receiver operating characteristic analysis showed that the areas under the curves were 0.738 for MPV alone, 0.768 for RDW alone, and 0.854 for MPV combined with RDW. Conclusion MPV and RDW were independent predictors of prognosis and the combination of the two helps in predicting the prognosis of preterm with late-onset sepsis in the early stage.
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Affiliation(s)
- Na Cai
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing 400038, China
| | - Zhi Qiang Chen
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing 400038, China
| | - Min Tao
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing 400038, China
| | - Wen Ting Fan
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing 400038, China
| | - Wei Liao
- Department of Pediatrics, The First Hospital Affiliated to Army Medical University, Chongqing 400038, China
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Wolfisberg S, Gregoriano C, Schuetz P. Procalcitonin for individualizing antibiotic treatment: an update with a focus on COVID-19. Crit Rev Clin Lab Sci 2021; 59:54-65. [PMID: 34517744 PMCID: PMC8442987 DOI: 10.1080/10408363.2021.1975637] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/11/2023]
Abstract
Procalcitonin (PCT) is useful for differentiating between viral and bacterial infections and for reducing the unnecessary use of antibiotics. As the rise of antimicrobial resistance reaches “alarming” levels according to the World Health Organization, the importance of using biomarkers, such as PCT to limit unnecessary antibiotic exposure has further increased. Randomized trials in patients with respiratory tract infections have shown that PCT has prognostic implications and its use, embedded in stewardship protocols, leads to reductions in the use of antibiotics in different clinical settings without compromising clinical outcomes. However, available data are heterogeneous and recent trials found no significant benefit. Still, from these trials, we have learned several key considerations for the optimal use of PCT, which depend on the clinical setting, severity of presentation, and pretest probability for bacterial infection. For patients with respiratory infections and sepsis, PCT can be used to determine whether to initiate antimicrobial therapy in low-risk settings and, together with clinical data, whether to discontinue antimicrobial therapy in certain high-risk settings. There is also increasing evidence regarding PCT-guided therapy in patients with coronavirus disease 2019 (COVID-19). This review provides an up-to-date overview of the use of PCT in different clinical settings and diseases, including a discussion about its potential to improve the care of patients with COVID-19.
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Affiliation(s)
| | | | - Philipp Schuetz
- Department of Medicine, Kantonsspital Aarau, Aarau, Switzerland.,Medical Faculty, University of Basel, Basel, Switzerland
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74
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Heilmann E, Gregoriano C, Annane D, Reinhart K, Bouadma L, Wolff M, Chastre J, Luyt CE, Tubach F, Branche AR, Briel M, Christ-Crain M, Welte T, Corti C, de Jong E, Nijsten M, de Lange DW, van Oers JAH, Beishuizen A, Girbes ARJ, Deliberato RO, Schroeder S, Kristoffersen KB, Layios N, Damas P, Lima SSS, Nobre V, Wei L, Oliveira CF, Shehabi Y, Stolz D, Tamm M, Verduri A, Wang JX, Drevet S, Gavazzi G, Mueller B, Schuetz P. Duration of antibiotic treatment using procalcitonin-guided treatment algorithms in older patients: a patient-level meta-analysis from randomized controlled trials. Age Ageing 2021; 50:1546-1556. [PMID: 33993243 PMCID: PMC8437072 DOI: 10.1093/ageing/afab078] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2020] [Indexed: 12/12/2022] Open
Abstract
Background Older patients have a less pronounced immune response to infection, which may also influence infection biomarkers. There is currently insufficient data regarding clinical effects of procalcitonin (PCT) to guide antibiotic treatment in older patients. Objective and design We performed an individual patient data meta-analysis to investigate the association of age on effects of PCT-guided antibiotic stewardship regarding antibiotic use and outcome. Subjects and methods We had access to 9,421 individual infection patients from 28 randomized controlled trials comparing PCT-guided antibiotic therapy (intervention group) or standard care. We stratified patients according to age in four groups (<75 years [n = 7,079], 75–80 years [n = 1,034], 81–85 years [n = 803] and >85 years [n = 505]). The primary endpoint was the duration of antibiotic treatment and the secondary endpoints were 30-day mortality and length of stay. Results Compared to control patients, mean duration of antibiotic therapy in PCT-guided patients was significantly reduced by 24, 22, 26 and 24% in the four age groups corresponding to adjusted differences in antibiotic days of −1.99 (95% confidence interval [CI] −2.36 to −1.62), −1.98 (95% CI −2.94 to −1.02), −2.20 (95% CI −3.15 to −1.25) and − 2.10 (95% CI −3.29 to −0.91) with no differences among age groups. There was no increase in the risk for mortality in any of the age groups. Effects were similar in subgroups by infection type, blood culture result and clinical setting (P interaction >0.05). Conclusions This large individual patient data meta-analysis confirms that, similar to younger patients, PCT-guided antibiotic treatment in older patients is associated with significantly reduced antibiotic exposures and no increase in mortality.
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Affiliation(s)
- Eva Heilmann
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
- Departement of Oncology, Kantonsspital Aarau, Aarau, Switzerland
| | - Claudia Gregoriano
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
- Departement of Oncology, Kantonsspital Aarau, Aarau, Switzerland
| | - Djillali Annane
- Department of Critical Care, Hyperbaric Medicine and Home Respiratory Unit, Center for Neuromuscular Diseases, Raymond Poincaré Hospital (AP-HP), Garches, France
| | - Konrad Reinhart
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
- Clinical Trial Centre Leipzig, University of Leipzig, Leipzig, Germany
| | - Lila Bouadma
- Service de Réanimation Médicale, Assistance Publique-Hôpitaux de Paris (AP-HP), Univeersité Paris 7-Denis-Diderot, Paris, France
| | - Michel Wolff
- Service de Réanimation Médicale, Assistance Publique-Hôpitaux de Paris (AP-HP), Univeersité Paris 7-Denis-Diderot, Paris, France
| | - Jean Chastre
- Service de Réanimation Médicale, Assistance Publique-Hôpitaux de Paris (AP-HP), Univeersité Paris 7-Denis-Diderot, Paris, France
| | - Charles-Edouard Luyt
- Service de Médecine Intensive Réanimation, Assistance Publique-Hôpitaux de Paris (AP-HP), Sorbonne Université, Paris, France
| | - Florence Tubach
- Département d’Epidémiologie Biostatistique et Recherche Clinique, AP-HP, Hôpitaux Universitaires Paris Nord Val de Seine, Paris, France
| | - Angela R Branche
- Department of Medicine, Rochester General Hospital, New York, NY, USA
| | - Matthias Briel
- Institute for Clinical Epidemiology and Biostatistics, University Hospital Basel, Basel, Switzerland
| | - Mirjam Christ-Crain
- Division of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Basel, Basel, Switzerland
| | - Tobias Welte
- Department of Pulmonary Medicine, Medizinische Hochschule Hannover, Hannover, Germany
| | - Caspar Corti
- Department of Respiratory Medicine, Hospital Bispebjerg, Copenhagen University, Copenhagen, Denmark
| | - Evelien de Jong
- Department of Intensive Care, VU University Medical Center, Amsterdam, the Netherlands
| | - Maarten Nijsten
- University Medical Centre, University of Groningen, Groningen, the Netherlands
| | | | - Jos A H van Oers
- Department of Intensive Care Medicine, Elisabeth Tweesteden Hospital, Tilburg, the Netherlands
| | | | - Armand R J Girbes
- Department of Intensive Care, VU University Medical Center, Amsterdam, the Netherlands
| | | | - Stefan Schroeder
- Department of Anesthesiology and Intensive Care Medicine, Krankenhaus Dueren, Dueren, Germany
| | | | - Nathalie Layios
- Department of General Intensive Care, University Hospital of Liege, Domaine Universitaire de Liège, Liege, Belgium
| | - Pierre Damas
- Department of General Intensive Care, University Hospital of Liege, Domaine Universitaire de Liège, Liege, Belgium
| | - Stella S S Lima
- Department of Internal Medicine, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Vandack Nobre
- Department of Internal Medicine, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Long Wei
- Department of Medicine, Shanghai Fifth People’s Hospital, Shanghai, China
| | - Carolina F Oliveira
- Department of Internal Medicine, School of Medicine, Federal University of Minas Gerais, Belo Horizonte, Brazil
| | - Yahya Shehabi
- Critical Care and Peri-operative Medicine, Monash Health, Melbourne, Australia
- Faculty of Medicine Nursing and Health Sciences, School of Clinical Sciences, Monash University, Melbourne, Australia
| | - Daiana Stolz
- Clinic of Pneumology and Pulmonary Cell Research, University Hospital Basel, Basel, Switzerland
| | - Michael Tamm
- Clinic of Pneumology and Pulmonary Cell Research, University Hospital Basel, Basel, Switzerland
| | - Alessia Verduri
- Department of Medical and Surgical Sciences, Policlinico di Modena, University of Modena and Reggio Emilia, Modena, Italy
| | - Jin-Xiang Wang
- Department of Respiratory and Critical Care Medicine, Beijing Luhe Hospital, Capital Medical University, Beijing, China
| | - Sabine Drevet
- University Clinics of Geriatrics, University Hospital of Grenoble-Alpes, GREPI TIMC-IMAG CNRS 5525 University of Grenoble Alpes, Grenoble, France
| | - Gaetan Gavazzi
- University Clinics of Geriatrics, University Hospital of Grenoble-Alpes, GREPI TIMC-IMAG CNRS 5525 University of Grenoble Alpes, Grenoble, France
| | - Beat Mueller
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
| | - Philipp Schuetz
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
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Rios-Toro JJ, Pola-Gallego de Guzman MD, Guerrero-Marin M, Rodriguez-Rubio D, Ruiz-Garcia MI, Aguilar-Alonso E, Rivera-Fernandez R. Prognostic Value of Variations in Serum Biomarkers and Prognostic Scores Values Between Admission and Second Day in Intensive Care Unit Septic Patients. Cureus 2021; 13:e16472. [PMID: 34430091 PMCID: PMC8372674 DOI: 10.7759/cureus.16472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 07/18/2021] [Indexed: 11/05/2022] Open
Abstract
Objective To determinate the prognostic value of procalcitonin (PCT) and C-reactive protein (CRP) changes during the first two days of admission to the ICU with sepsis and/or septic shock, and to compare it with changes in Acute Physiology And Chronic Health Evaluation II (APACHE-II) and Sepsis-related Organ Failure Assessment (SOFA) prognostic scores. Methods A single-center prospective observational study was performed. Fifty consecutive patients admitted to the ICU, diagnosed of severe sepsis/septic shock were included. We considered risk factors for infection: diabetes mellitus, chronic obstructive pulmonary disease (COPD), previous antibiotic treatment, central intravascular catheter, bladder catheter, active neoplasia. Results Median aged 67(52-75) years with median APACHE-II 19(14-25) points and SOFA scores 7(5-11) points on admission, and 28-day mortality of 42%. When we studied the relationship between mortality and the changes between the day of admission and the second day of the variables studied, we found that APACHE-II (p = 0.001) and SOFA (p = 0.002) between admission and second day raised significantly in no survivors, with no significant changes in CRP and PCT. Multivariate analysis showed that mortality was significantly associated to changes in SOFA score (odds ratio [OR], 2.13; 95% confidence interval [CI], 1.18-3.86) and to the presence of one or more risk factors for infection (OR, 6.01; 95% CI, 1.01-35.78) but not with PCT changes. Mortality was also related to the variations between the day of admission and the fifth day on APACHE-II (p = 0.002), SOFA (p < 0.001) and PCT (p = 0.012). Conclusions Changes in SOFA and APACHE-II scores between admission and second day in ICU septic patients are more sensitive mortality predictors than the observed changes in CRP and PCT values. Changes in PCT levels between the day of ICU admission and the fifth day are significantly related to mortality and may be useful as an additional marker in patient outcome.
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76
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Cho HW, Kim SH, Cho Y, Jeong SH, Lee SG. Concordance of Three Automated Procalcitonin Immunoassays at Medical Decision Points. Ann Lab Med 2021; 41:419-423. [PMID: 33536362 PMCID: PMC7884194 DOI: 10.3343/alm.2021.41.4.419] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2020] [Revised: 09/04/2020] [Accepted: 01/07/2021] [Indexed: 11/24/2022] Open
Abstract
Procalcitonin (PCT) is a useful bacterial infection biomarker with the potential for guiding antibiotic therapy. We evaluated the concordance of three automated PCT immunoassays: Kryptor (BRAHMS GmbH, Hennigsdorf, Germany), Atellica IM 1600 (Siemens Healthcare Diagnostics, Munich, Germany), and Cobas e801 (Roche Diagnostics, Mannheim, Germany). In 119 serum samples with a PCT concentration <5.00 μg/L, Kryptor (reference assay) was compared with the other two immunoassays by Spearman’s rank correlation, regression analysis, and concordance at two antibiotic stewardship medical decision points: 0.25 and 0.50 μg/L. The Atellica IM 1600 and Cobas e801 results showed high correlations with those of Kryptor, with correlation coefficient (ρ) values of 0.97 and 0.99, respectively. However, negative biases were observed in both immunoassays (slope/y-intercept: 0.75/–0.00 for Atellica IM 1600; 0.88/–0.01 for Cobas e801). Atellica IM 1600 and Cobas e801 demonstrated excellent concordance with Kryptor at both medical decision points, with linearly weighted κ values of 0.90 and 0.92, respectively, despite discrepancies, which were more prominent at the 0.25 μg/L medical decision point. Based on these biases and discrepancies, the alternate use of different PCT immunoassays in repeat examinations is inadvisable. Standardization is required before comparing the results of different PCT immunoassays.
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Affiliation(s)
- Hae Weon Cho
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Sun Hee Kim
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Yonggeun Cho
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
| | - Seok Hoon Jeong
- Department of Laboratory Medicine Research Institute of Bacterial Resistance, Yonsei University College of Medicine, Seoul, Korea
| | - Sang-Guk Lee
- Department of Laboratory Medicine, Severance Hospital, Yonsei University College of Medicine, Seoul, Korea
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Taneja I, Damhorst GL, Lopez‐Espina C, Zhao SD, Zhu R, Khan S, White K, Kumar J, Vincent A, Yeh L, Majdizadeh S, Weir W, Isbell S, Skinner J, Devanand M, Azharuddin S, Meenakshisundaram R, Upadhyay R, Syed A, Bauman T, Devito J, Heinzmann C, Podolej G, Shen L, Timilsina SS, Quinlan L, Manafirasi S, Valera E, Reddy B, Bashir R. Diagnostic and prognostic capabilities of a biomarker and EMR-based machine learning algorithm for sepsis. Clin Transl Sci 2021; 14:1578-1589. [PMID: 33786999 PMCID: PMC8301583 DOI: 10.1111/cts.13030] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 02/09/2021] [Accepted: 02/10/2021] [Indexed: 01/08/2023] Open
Abstract
Sepsis is a major cause of mortality among hospitalized patients worldwide. Shorter time to administration of broad-spectrum antibiotics is associated with improved outcomes, but early recognition of sepsis remains a major challenge. In a two-center cohort study with prospective sample collection from 1400 adult patients in emergency departments suspected of sepsis, we sought to determine the diagnostic and prognostic capabilities of a machine-learning algorithm based on clinical data and a set of uncommonly measured biomarkers. Specifically, we demonstrate that a machine-learning model developed using this dataset outputs a score with not only diagnostic capability but also prognostic power with respect to hospital length of stay (LOS), 30-day mortality, and 3-day inpatient re-admission both in our entire testing cohort and various subpopulations. The area under the receiver operating curve (AUROC) for diagnosis of sepsis was 0.83. Predicted risk scores for patients with septic shock were higher compared with patients with sepsis but without shock (p < 0.0001). Scores for patients with infection and organ dysfunction were higher compared with those without either condition (p < 0.0001). Stratification based on predicted scores of the patients into low, medium, and high-risk groups showed significant differences in LOS (p < 0.0001), 30-day mortality (p < 0.0001), and 30-day inpatient readmission (p < 0.0001). In conclusion, a machine-learning algorithm based on electronic medical record (EMR) data and three nonroutinely measured biomarkers demonstrated good diagnostic and prognostic capability at the time of initial blood culture.
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Affiliation(s)
| | - Gregory L. Damhorst
- Prenosis Inc.ChicagoIllinoisUSA
- Department of MedicineEmory UniversityAtlantaGeorgiaUSA
| | | | - Sihai Dave Zhao
- Department of StatisticsUniversity of Illinois at Urbana‐ChampaignChampaignIllinoisUSA
| | - Ruoqing Zhu
- Department of StatisticsUniversity of Illinois at Urbana‐ChampaignChampaignIllinoisUSA
| | | | - Karen White
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | - James Kumar
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | | | - Leon Yeh
- OSF Saint Francis Medical CenterPeoriaIllinoisUSA
| | - Shirin Majdizadeh
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | - William Weir
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | - Scott Isbell
- Department of PathologySaint Louis University School of MedicineSt. LouisMissouriUSA
| | - James Skinner
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | - Manubolo Devanand
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | - Syed Azharuddin
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | | | - Riddhi Upadhyay
- Biomedical Research CenterCarle Foundation HospitalUrbanaIllinoisUSA
| | | | | | | | | | | | | | | | | | | | - Enrique Valera
- Department of BioengineeringUniversity of Illinois at Urbana‐ChampaignChampaignIllinoisUSA
| | - Bobby Reddy
- Prenosis Inc.ChicagoIllinoisUSA
- Department of BioengineeringUniversity of Illinois at Urbana‐ChampaignChampaignIllinoisUSA
| | - Rashid Bashir
- Department of BioengineeringUniversity of Illinois at Urbana‐ChampaignChampaignIllinoisUSA
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Hu Q, Zhang Y, Xu H, Zhu L, Chen L, Hao C. Association between admission serum procalcitonin and the occurrence of acute kidney injury in patients with septic shock: A retrospective cohort study. Sci Prog 2021; 104:368504211043768. [PMID: 34558992 PMCID: PMC10361585 DOI: 10.1177/00368504211043768] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
BACKGROUND Procalcitonin (PCT) is an effective and sensitive diagnostic biomarker that can facilitate the early detection of infection and septicemia, but whether it can similarly be utilized to predict the development of acute kidney injury (AKI) in patients suffering from septic shock remains to be established. Herein, the relationship between serum PCT at admission and the onset of AKI in septic shock patients was thus evaluated following adjustment for other potential covariates. METHODS This was a retrospective cohort study of 303 septic shock patients treated in a Chinese hospital between May 2015 and May 2019. All patients in whom PCT levels were measured on admission and who did not exhibit AKI or chronic kidney disease at the time of admission were assessed for AKI development within one week following intensive care unit (ICU) admission as per the KDIGO criteria. The relationship between serum PCT at admission and AKI incidence was then assessed for these patients. RESULTS These 303 patients were an average of 64 years old, and were 59.7% male. Of these patients, 50.5% developed AKI within the first 7 days following ICU admission. A dully-adjusted binary logistic regression analysis revealed PCT levels at admission to be associated with AKI following adjustment for potential confounding factors (odds ratio (OR) = 1.01, 95%CI (1.01,1.02), p = 0.0007). Receiver operating characteristic curve analysis further indicated that a PCT cutoff level of 52.59 ng/ml at admission was able to predict the incidence of AKI with respective sensitivity and specificity values of 50% and 84%. Interaction analysis revealed no significant interactive relationship between PCT and AKI, suggesting that serum PCT levels represent an early predictor of AKI incidence in septic shock patients. CONCLUSIONS Serum PCT at the time of admission can be used as a predictor of AKI in patients suffering from septic shock.
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Affiliation(s)
- Qinghe Hu
- Division of ICU, Affiliated Hospital of Jining Medical
University, Jining, Shandong, China
| | - Yaqing Zhang
- Division of ICU, Affiliated Hospital of Jining Medical
University, Jining, Shandong, China
| | - Hongying Xu
- Division of ICU, Affiliated Hospital of Jining Medical
University, Jining, Shandong, China
| | - Lina Zhu
- Division of ICU, Affiliated Hospital of Jining Medical
University, Jining, Shandong, China
| | - Lingzhi Chen
- Division of Nutrition, Affiliated Hospital of Jining Medical
University, Jining, Shandong, China
| | - Cuiping Hao
- Division of ICU, Affiliated Hospital of Jining Medical
University, Jining, Shandong, China
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Vishalashi SG, Gupta P, Verma PK. Serum Procalcitonin as a Biomarker to Determine the Duration of Antibiotic Therapy in Adult Patients with Sepsis and Septic Shock in Intensive Care Units: A Prospective Study. Indian J Crit Care Med 2021; 25:507-511. [PMID: 34177168 PMCID: PMC8196370 DOI: 10.5005/jp-journals-10071-23802] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Background Procalcitonin, a biomarker to adjudge the duration of antibiotic therapy in patients with sepsis. Materials and methods A prospective, randomized, controlled, interventional, single-center study was conducted in a mixed adult intensive care unit (ICU). In a nonblinded study, 90 adult patients admitted to the ICU with sepsis and septic shock were randomized into group P (group procalcitonin) and group C (group control). The duration of antibiotic therapy was decided based on serum procalcitonin levels for patients in group P versus standard treatment protocols in group C. A procalcitonin value of <0.01 ng/mL or a subsequent decline of >80% from the baseline was cutoff and chosen to stop the antibiotic therapy. The primary aim was to compare the duration of antibiotic therapy (in days) in the two groups. The secondary objective was to compare and assess the length of ICU stay, reinfection, secondary infection rate, readmission rate, and mortality among the groups. Results The mean duration of antibiotic therapy was significantly lesser in patients in group P (4.98 ± 2.56 vs 7.73 ± 3.06 days, p < 0.001). Patients in group C spent more days in ICU (8.80 ± 3.35 vs 5.98 ± 2.73 days, p < 0.001). The secondary infection rate was significantly higher in group C (26.7% vs 4.4%, p = 0.014). Readmission and mortality rates were comparable between the groups. Conclusion Serum procalcitonin-based algorithm in critically ill patients with sepsis could lead to a reduction in the duration of antibiotic therapy, ICU stay, and associated morbidities like secondary infection rates. It further promotes antibiotic stewardship without any adverse effects on the patient's outcome. How to cite this article Vishalashi SMG, Gupta P, Verma PK. Serum Procalcitonin as a Biomarker to Determine the Duration of Antibiotic Therapy in Adult Patients with Sepsis and Septic Shock in Intensive Care Units: A Prospective Study. Indian J Crit Care Med 2021;25(5):507-511.
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Affiliation(s)
- Sm Gowri Vishalashi
- Department of Anaesthesia and Intensive Care, Safdarjung Hospital and Vardhman Mahavir Medical College, New Delhi, India
| | - Poonam Gupta
- Department of Anaesthesia and Intensive Care, Safdarjung Hospital and Vardhman Mahavir Medical College, New Delhi, India
| | - Pardeep Kumar Verma
- Department of Anaesthesia and Intensive Care, Safdarjung Hospital and Vardhman Mahavir Medical College, New Delhi, India
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Huynh HH, Bœuf A, Pfannkuche J, Schuetz P, Thelen M, Nordin G, van der Hagen E, Kaiser P, Kesseler D, Badrick T, Poggi B, Tiikkainen U, Davies GJ, Kessler A, Plebani M, Vinh J, Delatour V. Harmonization status of procalcitonin measurements: what do comparison studies and EQA schemes tell us? Clin Chem Lab Med 2021; 59:1610-1622. [PMID: 34147043 DOI: 10.1515/cclm-2021-0566] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Accepted: 06/09/2021] [Indexed: 11/15/2022]
Abstract
Sepsis represents a global health priority because of its high mortality and morbidity. The key to improving prognosis remains an early diagnosis to initiate appropriate antibiotic treatment. Procalcitonin (PCT) is a recognized biomarker for the early indication of bacterial infections and a valuable tool to guide and individualize antibiotic treatment. To meet the increasing demand for PCT testing, numerous PCT immunoassays have been developed and commercialized, but results have been questioned. Many comparison studies have been carried out to evaluate analytical performance and comparability of results provided by the different commercially available immunoassays for PCT, but results are conflicting. External Quality Assessment Schemes (EQAS) for PCT constitute another way to evaluate results comparability. However, when making this comparison, it must be taken into account that the variety of EQA materials consist of different matrices, the commutability of which has not yet been investigated. The present study gathers results from all published comparison studies and results from 137 EQAS surveys to describe the current state-of-the-art harmonization of PCT results. Comparison studies globally highlight a significant variability of measurement results that nonetheless seem to have a moderate impact on medical decision-making. For their part, EQAS for PCT provides highly discrepant estimates of the interlaboratory CV. Due to differences in commutability of the EQA materials, the results from different peer groups could not be compared. To improve the informative value of the EQA data, the existing limitations such as non-harmonized conditions and suboptimal and/or unknown commutability of the EQA materials have to be overcome. The study highlights the need for commutable reference materials that could be used to properly evaluate result comparability and possibly standardize calibration, if necessary. Such an initiative would further improve the safe use of PCT in clinical routine.
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Affiliation(s)
- Huu-Hien Huynh
- Laboratoire National de Métrologie et d'Essais, Paris, France
- Biological Mass Spectrometry and Proteomics, SMBP, ESPCI Paris, Université PSL, CNRS, Paris, France
| | - Amandine Bœuf
- Laboratoire National de Métrologie et d'Essais, Paris, France
| | | | - Philipp Schuetz
- University Department of Medicine, Kantonsspital Aarau, Switzerland
- Faculty of medicine, University of Basel, Basel, Switzerland
| | - Marc Thelen
- Dutch Foundation for Quality Assessment in Medical Laboratories (SKML), Nijmegen, The Netherlands
| | - Gunnar Nordin
- External Quality Assurance in Laboratory Medicine in Sweden (Equalis), Uppsala, Sweden
| | - Eline van der Hagen
- MCA laboratory, Streekziekenhuis Koningin Beatrix, Winterswijk, The Netherlands
| | | | - Dagmar Kesseler
- Quality Control Center Switzerland (CSCQ), Chêne-Bourg, Switzerland
| | - Tony Badrick
- Royal College of Pathologists of Australasia Quality Assurance Programs (RCPAQAP), Sydney, Australia
| | - Bernard Poggi
- ProBioQual, Lyon, France
- Laboratoire de Biochimie des Hospices Civiles de Lyon, Lyon, France
| | | | - Gareth J Davies
- Weqas, Cardiff and Vale University Health Board, Cardiff, Wales, UK
| | - Anja Kessler
- Reference Institute for Bioanalytics (RfB), Bonn, Germany
| | - Mario Plebani
- Department of Laboratory Medicine, University Hospital of Padova, Verona, Italy
| | - Joëlle Vinh
- Biological Mass Spectrometry and Proteomics, SMBP, ESPCI Paris, Université PSL, CNRS, Paris, France
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81
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Nandi U, Jones AE, Puskarich MA. Group IIA secretory phospholipase 2 independently predicts mortality and positive blood culture in emergency department sepsis patients. J Am Coll Emerg Physicians Open 2021; 2:e12460. [PMID: 34179883 PMCID: PMC8212558 DOI: 10.1002/emp2.12460] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/15/2020] [Revised: 04/22/2021] [Accepted: 05/05/2021] [Indexed: 12/19/2022] Open
Abstract
OBJECTIVE The IIA isoform of phospholipase A2 is an acute phase reactant that increases in sepsis, although data regarding its prognostic value are limited. We hypothesized that group IIA secretory phospholipase A2 (sPLA2-IIA) predicts sepsis mortality and positive cultures and sought to compare its predictive characteristics to lactate and procalcitonin. METHODS sPLA2-IIA and procalcitonin levels were measured at enrollment in emergency department patients with early severe sepsis and compared with lactate levels. The primary outcome was in-hospital mortality. The secondary outcome was any positive culture with a sub-group analysis of only blood-culture positive patients. Optimum cut-point was determined using receiver operating characteristics curves. A multivariable model was developed to test the independent prognostic value of elevated sPLA2-IIA to predict mortality. RESULTS Of the 192 patients in the cohort, 160, 153, and 158 had samples available for analysis of sPLA2-IIA, procalcitonin, and lactate, respectively. A total of 21% of patients met the primary outcome of in-hospital mortality. At a 100 ng/mL threshold for sPLA2-IIA, adjusted odds to predict mortality were 3.78 (95% confidence interval = 1.14-12.56, P = 0.03). sPLA2-IIA and procalcitonin were both elevated in culture-positive patients; however, the difference was not statistically significant. sPLA2-IIA was significantly higher in blood culture-positive patients. CONCLUSION An elevated level of sPLA2-IIA was associated with increased mortality in sepsis patients. sPLA2-IIA levels, unlike procalcitonin, also were significantly higher in blood culture-positive patients.
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Affiliation(s)
- Utsav Nandi
- Department of Emergency MedicineUniversity of Mississippi Medical CenterJacksonMississippiUSA
| | - Alan E. Jones
- Department of Emergency MedicineUniversity of Mississippi Medical CenterJacksonMississippiUSA
| | - Michael A. Puskarich
- Department of Emergency MedicineHennepin County Medical CenterMinneapolisMinnesotaUSA
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Choi JS, Kwak SH, Son NH, Oh JW, Lee S, Lee EH. Sex differences in risk factors for depressive symptoms in patients with COPD: The 2014 and 2016 Korea National Health and Nutrition Examination Survey. BMC Pulm Med 2021; 21:180. [PMID: 34049523 PMCID: PMC8161978 DOI: 10.1186/s12890-021-01547-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 05/19/2021] [Indexed: 11/30/2022] Open
Abstract
Background Although depression is a common comorbidity of chronic obstructive pulmonary disease (COPD), the role of sex remains unexplored. We evaluated sex differences of risk factors of depressive symptoms in adults with COPD. Methods This was a population-based cross-sectional study using data from the 2014 and 2016 Korea National Health and Nutrition Examination Survey. Spirometry was used to identify patients with COPD, defined as a FEV1/FVC ratio < 0.7. Presence of depressive symptoms was defined as a total score ≥ 5 on the Patient Health Questionnaire-9. Results 17.8% of participants expressed depressive symptoms. Relative regression analysis revealed that female sex (RR 2.38; 95% CI 1.55–3.66; p < 0.001), living alone (RR 1.46; 95% CI 1.08–1.97; p = 0.013), current smoker (RR 1.70; 95% CI 1.15–2.52; p = 0.008), underweight (RR 1.58 95% CI 1.00–2.49; p = 0.049), and GOLD Stage III/IV (RR 1.92; 95% CI 1.19–3.09; p = 0.007) were the risk factors for depressive symptoms. Low income, living alone, multiple chronic disorders, and low BMI were risk factors of depressive symptoms in male, whereas low educational attainment, urban living, and current smoking were risk factors in female. Conclusions Female sex is a main risk factor of depressive symptoms in adults with COPD. As risk factors of depressive symptoms in COPD patients vary according to their sex, different approaches are needed to manage depression in males and females with COPD.
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Affiliation(s)
- Ji Soo Choi
- Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, 363 Dongbaekjukjeon-daero, Giheung-Gu, Yongin-si, Gyeonggi-do, 16995, Republic of Korea
| | - Se Hyun Kwak
- Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, 363 Dongbaekjukjeon-daero, Giheung-Gu, Yongin-si, Gyeonggi-do, 16995, Republic of Korea
| | - Nak-Hoon Son
- Center for Digital Health, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Gyeonggi-do, Republic of Korea.,Data Science Team (Biostatistician), Center for Digital Health, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Gyeonggi-do, Republic of Korea
| | - Jae Won Oh
- Department of Psychiatry, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Republic of Korea
| | - San Lee
- Department of Psychiatry, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Republic of Korea.,Department of Psychiatry and Institute of Behavioral Science in Medicine, Yonsei University College of Medicine, Seoul, Republic of Korea
| | - Eun Hye Lee
- Division of Pulmonology, Allergy and Critical Care Medicine, Department of Internal Medicine, Yongin Severance Hospital, Yonsei University College of Medicine, 363 Dongbaekjukjeon-daero, Giheung-Gu, Yongin-si, Gyeonggi-do, 16995, Republic of Korea. .,Center for Digital Health, Yongin Severance Hospital, Yonsei University College of Medicine, Yongin, Gyeonggi-do, Republic of Korea.
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83
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Cabral L, Fernandes M, Marques S, Meireles R, Caetano M, Afreixo V. PCT Kinetics in the First Week Postburn for Sepsis Diagnosis and Death Prognosis-An Accuracy Study. J Burn Care Res 2021; 42:545-554. [PMID: 33211101 DOI: 10.1093/jbcr/iraa199] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Despite continuous advances in burn care, sepsis is still the main cause of death in burn patients. Procalcitonin (PCT) has been reported as an accurate sepsis biomarker and also as a fair predictor of death. The aim of this study was to assess PCT kinetics in the first week postburn regarding sepsis diagnosis and death prognosis. Sample included 142 patients with ≥15% TBSA, admitted from January 2011 to December 2014 at Coimbra Burns Unit, Portugal. Sepsis diagnosis was done according to American Burn Association criteria. PCT range and median values in the first 7 days after burns were statistically analyzed for its potential for sepsis diagnosis and death prognosis. A subanalysis was done regarding TBSA, sex, age, and inhalation injury. First week PCT range and median were significant for sepsis diagnosis and death prognosis, but the median area under the curve was greater in the last case. TBSA influenced PCT accuracy, which was greater for TBSA less than 40% either for diagnosis or prognosis. Age was inversely related to the accuracy, being better in younger than 40 years in both cases. PCT diagnostic accuracy was not affected by sex, opposing to the prognostic one which is better in women. Inhalation injury had no effect on diagnostic accuracy, but it happens with prognostic accuracy. PCT levels' variation is related to sepsis evolution and outcome. Its median performs better than its range. Always coupled with clinical examination, monitoring PCT levels kinetics may help early sepsis detection, potentially reducing morbidity and mortality, being also useful for death prognosis.
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Affiliation(s)
- Luís Cabral
- Department of Plastic Surgery and Burns Unit, Coimbra University Hospital Centre (CHUC), Portugal
| | | | - Sérgio Marques
- Department of Mathematics, University of Aveiro, Portugal
| | - Rita Meireles
- Department of Plastic Surgery and Burns Unit, Coimbra University Hospital Centre (CHUC), Portugal
| | - Marisa Caetano
- Pharmacy Department, Coimbra University Hospital Centre (CHUC), Portugal
| | - Vera Afreixo
- Department of Mathematics, University of Aveiro, Portugal.,CIDMA-Center for Research and Development in Mathematics and Applications, University of Aveiro, Portugal
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84
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Devia Jaramillo G, Ibáñez Pinilla M. Quick Sequential Organ Failure Assessment, Sequential Organ Failure Assessment, and Procalcitonin for Early Diagnosis and Prediction of Death in Elderly Patients with Suspicion of Sepsis in the Emergency Department, Based on Sepsis-3 Definition. Gerontology 2021; 68:171-180. [PMID: 33951628 DOI: 10.1159/000515851] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2020] [Accepted: 03/15/2021] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Sepsis is a disease with a high mortality rate without prompt treatment. However, this entity is difficult to diagnose in the elderly population in the emergency room; for this reason, it is necessary to have diagnostic tools for early detection. OBJECTIVE The aim of the study was to determine the highest diagnostic yield of procalcitonin (PCT), Quick Sequential Organ Failure Assessment (qSOFA), and Sequential Organ Failure Assessment (SOFA) for sepsis (based on the sepsis-3 consensus), on admission at the emergency department, in those older than 65 years. METHODS This is a diagnostic test study of a historical cohort of 65-year-old patients with suspected sepsis. RESULTS In the sample of 179 patients, 53.6% had confirmed sepsis. Significant differences were found (p < 0.0001), with a greater diagnostic and predictive capacity of PCT for the diagnosis of sepsis (receiver operating characteristics curve area [area under the curve (AUC) = 0.883, 95% CI: 0.835-0.931] than qSOFA (AUC = 0.559, 95% CI: 0.485-0.663) and SOFA (AUC = 0.662, 95% CI: 0.584-0.739); these results were similar in the cohort of patients ≥75 years. In positive PCT(≥0.5 ng/mL), the sensitivity was 71.8% (95% CI: 62.36-81.39), specificity of 89.1% (95% CI: 81.87-96.45%), V+ 88.4% (95% CI: 80.73-96.19%), V- of 73.2% (95% CI: 64.14-82.39%), positive likelihood ratio of 6.63 (95% CI: 3.53-12.44), and negative likelihood ratio of 0.32 (95% CI: 0.23-0.44); these results were similar in the cohort of patients ≥75 years. Lactate ≥2 mmol/L (RR = 1.659 [95% CI: 1.002-2.747]) and PCT ≥0.5 ng/mL (RR = 1.942 [95% CI: 1.157-3.261]) showed a significant association with in-hospital mortality. CONCLUSION In the elderly population with suspicion of infection on admission to the emergency department, qSOFA presents a low diagnostic performance of confirmed sepsis and in-hospital mortality, for which other tools with higher diagnostic and prognostic performance should be added, such as PCT and lactate.
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Affiliation(s)
- German Devia Jaramillo
- Hospital Universitario Mayor Méderi, Bogotá, Colombia.,Instructor Assistant, Department of Emergency Medicine-Internal Medicine, Universidad del Rosario, Bogotá, Colombia
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85
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van Oers JAH, de Jong E, Kemperman H, Girbes ARJ, de Lange DW. Diagnostic Accuracy of Procalcitonin and C-reactive Protein Is Insufficient to Predict Proven Infection: A Retrospective Cohort Study in Critically Ill Patients Fulfilling the Sepsis-3 Criteria. J Appl Lab Med 2021; 5:62-72. [PMID: 31811071 DOI: 10.1373/jalm.2019.029777] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 07/15/2019] [Indexed: 01/14/2023]
Abstract
BACKGROUND New Sepsis-3 definitions facilitate early recognition of patients with sepsis. In this study we investigated whether a single initial determination of procalcitonin (PCT) or C-reactive protein (CRP) in plasma can predict proven sepsis in Sepsis-3 criteria-positive critically ill patients. We also investigated whether a decline in serial PCT or CRP can predict outcome in 28-day mortality. METHODS Patients, ≥18 years of age, at the intensive care unit with a suspected infection, a Sequential Organ Failure Assessment (SOFA) score of ≥2 points, and an index test PCT and CRP at admission were selected from a prospectively collected cohort. PCT and CRP were studied retrospectively with the Mann-Whitney U-test and ROC analysis. RESULTS In total, 157 patients were selected; 63 of the 157 had proven sepsis, and sepsis could not be detected in 94 of the 157. Neither a single PCT nor CRP at admission was able to discriminate proven sepsis from nonproven sepsis (PCT, 1.8 μg/L and 1.5 μg/L, respectively, P = 0.25; CRP, 198 mg/L and 186 mg/L, respectively, P = 0.53). Area under the curve for both PCT and CRP for detecting proven sepsis was low (0.55 and 0.53). Furthermore, neither a decline from baseline to day 5 PCT nor CRP could predict 28-day mortality (PCT, 50% vs 46%, P = 0.83; CRP, 30% vs 40%, P = 0.51). CONCLUSION PCT and CRP at admission were not able to discern patients with proven sepsis in Sepsis-3 criteria-positive critically ill patients. A decline of PCT and CRP in 5 days was not able to predict 28-day mortality.
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Affiliation(s)
- Jos A H van Oers
- Department of Intensive Care Medicine, Elisabeth Tweesteden Ziekenhuis, Tilburg, the Netherlands
| | - Evelien de Jong
- Department of Intensive Care Medicine, Rode Kruis Ziekenhuis, Beverwijk, the Netherlands
| | - Hans Kemperman
- Department of Clinical Chemistry and Haematology, University Medical Centre Utrecht, University Utrecht, Utrecht, the Netherlands
| | - Armand R J Girbes
- Department of Intensive Care Medicine, VU University Medical Center, Amsterdam, the Netherlands
| | - Dylan W de Lange
- Department of Intensive Care Medicine, University Medical Centre Utrecht, University Utrecht, Utrecht, the Netherlands
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86
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Laudisio A, Nenna A, Musarò M, Angeletti S, Nappi F, Lusini M, Chello M, Incalzi RA. Perioperative management after elective cardiac surgery: the predictive value of procalcitonin for infective and noninfective complications. Future Cardiol 2021; 17:1349-1358. [PMID: 33876946 DOI: 10.2217/fca-2020-0245] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Objective: Procalcitonin (PCT) has been associated with adverse outcomes after cardiac surgery. Nevertheless, there is no consensus on thresholds and timing of PCT measurement to predict adverse outcomes. Materials & methods: A total of 960 patients undergoing elective cardiac surgery were retrospectively evaluated. PCT levels were measured from the first to the seventh postoperative day (POD). The onset of complications was recorded. Results: Complications occurred in 421 (44%) patients. PCT on the third POD was associated with the occurrence of any kind of complications (odds ratio: 1.06; p: 0.037), and noninfectious complications (odds ratio: 1.05; p: 0.035), after adjusting. PCT above the median value at the third POD (>0.33 μg/l) predicted postoperative complications (incidence rate ratio: 1.13; p = 0.035). Conclusion: PCT seems to predict postoperative complications in cardiac surgery. The determination at the third POD yields the greatest sensitivity and specificity.
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Affiliation(s)
- Alice Laudisio
- Geriatrics, Università Campus Bio-Medico di Roma, Rome 00128, Italy
| | - Antonio Nenna
- Cardiovascular Surgery, Università Campus Bio-Medico di Roma, Rome 00128, Italy
| | - Marta Musarò
- Geriatrics, Università Campus Bio-Medico di Roma, Rome 00128, Italy
| | - Silvia Angeletti
- Clinical Laboratory Science, Università Campus Bio-Medico di Roma, Rome 00128, Italy
| | - Francesco Nappi
- Cardiac Surgery, Centre Cardiologique du Nord de Saint-Denis, Paris 93200, France
| | - Mario Lusini
- Cardiovascular Surgery, Università Campus Bio-Medico di Roma, Rome 00128, Italy
| | - Massimo Chello
- Cardiovascular Surgery, Università Campus Bio-Medico di Roma, Rome 00128, Italy
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Guillou L, Sheybani R, Jensen AE, Di Carlo D, Caffery TS, Thomas CB, Shah AM, Tse HTK, O’Neal HR. Development and validation of a cellular host response test as an early diagnostic for sepsis. PLoS One 2021; 16:e0246980. [PMID: 33857126 PMCID: PMC8049231 DOI: 10.1371/journal.pone.0246980] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2021] [Accepted: 03/23/2021] [Indexed: 12/20/2022] Open
Abstract
Sepsis must be diagnosed quickly to avoid morbidity and mortality. However, the clinical manifestations of sepsis are highly variable and emergency department (ED) clinicians often must make rapid, impactful decisions before laboratory results are known. We previously developed a technique that allows the measurement of the biophysical properties of white blood cells as they are stretched through a microfluidic channel. In this study we describe and validate the resultant output as a model and score—the IntelliSep Index (ISI)—that aids in the diagnosis of sepsis in patients with suspected or confirmed infection from a single blood draw performed at the time of ED presentation. By applying this technique to a high acuity cohort with a 23.5% sepsis incidence (n = 307), we defined specific metrics—the aspect ratio and visco-elastic inertial response—that are more sensitive than cell size or cell count in predicting disease severity. The final model was trained and cross-validated on the high acuity cohort, and the performance and generalizability of the model was evaluated on a separate low acuity cohort with a 6.4% sepsis incidence (n = 94) and healthy donors (n = 72). For easier clinical interpretation, the ISI is divided into three interpretation bands of Green, Yellow, and Red that correspond to increasing disease severity. The ISI agreed with the diagnosis established by retrospective physician adjudication, and accurately identified subjects with severe illness as measured by SOFA, APACHE-II, hospital-free days, and intensive care unit admission. Measured using routinely collected blood samples, with a short run-time and no requirement for patient or laboratory information, the ISI is well suited to aid ED clinicians in rapidly diagnosing sepsis.
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Affiliation(s)
- Lionel Guillou
- Cytovale, Inc., San Francisco, California, United States of America
| | - Roya Sheybani
- Cytovale, Inc., San Francisco, California, United States of America
| | - Anne E. Jensen
- Cytovale, Inc., San Francisco, California, United States of America
| | - Dino Di Carlo
- Cytovale, Inc., San Francisco, California, United States of America
- Department of Bioengineering, University of California, Los Angeles, California, United States of America
| | - Terrell S. Caffery
- Louisiana State University Health Sciences Center, Baton Rouge, Louisiana, United States of America
| | - Christopher B. Thomas
- Louisiana State University Health Sciences Center, Baton Rouge, Louisiana, United States of America
| | - Ajay M. Shah
- Cytovale, Inc., San Francisco, California, United States of America
| | - Henry T. K. Tse
- Cytovale, Inc., San Francisco, California, United States of America
- * E-mail:
| | - Hollis R. O’Neal
- Louisiana State University Health Sciences Center, Baton Rouge, Louisiana, United States of America
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88
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Jafari M, Fazeli F, Sezavar M, Khashkhashi S, Fazli B, Abdollahpour N, Sedaghat A. Role of Procalcitonin in the Prognosis of Mortality in Patients Admitted to the Intensive Care Unit: A Review Study. TANAFFOS 2021; 20:296-305. [PMID: 36267934 PMCID: PMC9577211] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/20/2020] [Accepted: 03/15/2021] [Indexed: 11/17/2022]
Abstract
Background This review study aimed to investigate the role of PCT in the prognosis of mortality among patients admitted to the intensive care units (ICU). Procalcitonin (PCT) is a polypeptide and prohormone of calcitonin. This prohormone is secreted by thyroid gland C cells in response to hypercalcemia, and Its elevated level indicates infection, especially bacterial infections, in which there is a systematic response to infection. Materials and Methods This narrative review study was performed based on Cochrane collaboration recommendations for reviews. We reviewed all the titles and abstracts of published research articles with the following inclusion criteria studies aimed to confirm the function of a prognostic model in predicting mortality or survival, (b) mortality or survival of a specific endpoint (for example, 30 days), (c) patients admitted to intensive care units, and d) the articles written in English. The exclusion criteria of the current review included: (a) articles whose data were not specifically focused on prognosis of patients in ICU, (b) articles that did not provide sufficient information on the cause of death of patients in ICU, and (c) articles focusing on the treatment of comorbid patients with infections in ICU. The search was conducted on Google Scholar, PubMed, Magiran, ScienceDirect, and SID. Also, to search Iranian databases, including SID and Magiran, the same terms and expressions were searched. Results Based on the findings of this review, serum levels of PCT were reported within the range of at least 5 to more than 16 ng/ml in patients admitted to ICU. The mortality rate was estimated at 5.7% to 79% in these patients. Moreover, the incidence of sepsis was reported from 13% to 77.6%. Conclusion Serum levels of PCT as a prognostic factor may help early detection, and better classification of the poor prognoses sepsis patients and more invasive treatment of patients admitted to ICU and are at risk for mortality.
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Affiliation(s)
- Mahdiye Jafari
- Department of Anesthesiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzaneh Fazeli
- Department of Anesthesiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Majid Sezavar
- Department of Pediatrics, Faculty of Medicine, Mashhad University of Medical Science, Mashhad, Iran
| | - Sara Khashkhashi
- Department of Anesthesiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Benyamin Fazli
- Department of Anesthesiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Nooshin Abdollahpour
- Department of Biology, Faculty of Sciences, Mashhad Branch, Islamic Azad University, Mashhad, Iran
| | - Alireza Sedaghat
- Lung Disease Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran.,Correspondence to: Sedaghat, A Address: Lung Disease Research Center, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran Email address:
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Carbonell R, Moreno G, Martín-Loeches I, Gomez-Bertomeu F, Sarvisé C, Gómez J, Bodí M, Díaz E, Papiol E, Trefler S, Nieto M, Estella A, Jiménez Herrera M, Vidal Cortés P, Guardiola JJ, Solé-Violán J, Rodríguez A. Prognostic Value of Procalcitonin and C-Reactive Protein in 1608 Critically Ill Patients with Severe Influenza Pneumonia. Antibiotics (Basel) 2021; 10:antibiotics10040350. [PMID: 33810263 PMCID: PMC8066504 DOI: 10.3390/antibiotics10040350] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2021] [Revised: 03/19/2021] [Accepted: 03/24/2021] [Indexed: 12/29/2022] Open
Abstract
Background: Procalcitonin (PCT) and C-Reactive protein (CRP) are well-established sepsis biomarkers. The association of baseline PCT levels and mortality in pneumonia remains unclear, and we still do not know whether biomarkers levels could be related to the causative microorganism (GPC, GNB). The objective of this study is to address these issues. Methods: a retrospective observational cohort study was conducted in 184 Spanish ICUs (2009–2018). Results: 1608 patients with severe influenza pneumonia with PCT and CRP available levels on admission were included, 1186 with primary viral pneumonia (PVP) and 422 with bacterial Co-infection (BC). Those with BC presented higher PCT levels (4.25 [0.6–19.5] versus 0.6 [0.2–2.3]ng/mL) and CRP (36.7 [20.23–118] versus 28.05 [13.3–109]mg/dL) as compared to PVP (p < 0.001). Deceased patients had higher PCT (ng/mL) when compared with survivors, in PVP (0.82 [0.3–2.8]) versus 0.53 [0.19–2.1], p = 0.001) and BC (6.9 [0.93–28.5] versus 3.8 [0.5–17.37], p = 0.039). However, no significant association with mortality was observed in the multivariate analysis. The PCT levels (ng/mL) were significantly higher in polymicrobial infection (8.4) and GPC (6.9) when compared with GNB (1.2) and Aspergillus (1.7). The AUC-ROC of PCT for GPC was 0.67 and 0.32 for GNB. The AUROC of CRP was 0.56 for GPC and 0.39 for GNB. Conclusions: a single PCT/CRP value at ICU admission was not associated with mortality in severe influenza pneumonia. None of the biomarkers have enough discriminatory power to be used for predicting the causative microorganism of the co-infection.
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Affiliation(s)
- Raquel Carbonell
- Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (G.M.); (S.T.)
- Correspondence: ; Tel.: +34-687047670
| | - Gerard Moreno
- Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (G.M.); (S.T.)
| | - Ignacio Martín-Loeches
- Department of Anaesthesia and Critical Care, St James’s University Hospital, Trinity Centre for Health Sciences, Multidisciplinary Intensive Care Research Organization (MICRO), Dublin 8, Ireland;
| | | | - Carolina Sarvisé
- Microbiology, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (F.G.-B.); (C.S.)
| | - Josep Gómez
- Tarragona Health Data Research Working Group (THeDaR)-ICU Hospital Joan XXIII, 43005 Tarragona, Spain;
| | - María Bodí
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (M.B.); (A.R.)
| | - Emili Díaz
- Critical Care Department/CIBERES, Hospital Parc Taulí, 08208 Sabadell, Spain;
| | - Elisabeth Papiol
- Critical Care Department, Hospital Universitari Vall d’Hebron, 08035 Barcelona, Spain;
| | - Sandra Trefler
- Critical Care Department, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (G.M.); (S.T.)
| | - Mercedes Nieto
- Critical Care Department, Hospital Clínico San Carlos, 28040 Madrid, Spain;
| | - Angel Estella
- Critical Care Department, Hospital de Jerez, 11407 Jerez de la Frontera, Spain;
| | | | - Pablo Vidal Cortés
- Critical Care Department, Complejo Hospitalario Universitario Ourense, 32005 Ourense, Spain;
| | - Juan José Guardiola
- Department of Pulmonary, Critical Care and Sleep Medicine, University of Louisville, Louisville, KY 40202, USA;
| | - Jordi Solé-Violán
- Critical Care Department Hospital Universitario Dr. Negrín, 35010 Las Palmas de Gran Canaria, Spain;
| | - Alejandro Rodríguez
- Critical Care Department URV/IISPV/CIBERES, Hospital Universitari Joan XXIII, 43005 Tarragona, Spain; (M.B.); (A.R.)
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Mangalesh S, Dudani S, Malik A. Platelet Indices and Their Kinetics Predict Mortality in Patients of Sepsis. Indian J Hematol Blood Transfus 2021; 37:600-608. [PMID: 33776267 PMCID: PMC7988247 DOI: 10.1007/s12288-021-01411-2] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2020] [Accepted: 02/09/2021] [Indexed: 12/13/2022] Open
Abstract
Platelet indices are inexpensive, easily accessible parameters and potentially useful prognostic indicators in sepsis. In this study we explore the differences in platelet indices and their kinetics between sepsis survivors and non-survivors. A retrospective cohort-study of 97 cases of culture-positive sepsis at a tertiary-care center in North India. Demographics, clinical and laboratory parameters at admission were assessed. Platelet count (PLT), mean-platelet-volume (MPV), platelet-distribution-width (PDW) and plateletcrit (PCT) on admission, and third, fifth and last days of hospitalization were analyzed. Fractional change in platelet indices (ΔMPV72h, ΔPDW72h, ΔPCT72h, and ΔPLT72h) by day-3 were calculated. Unpaired and paired t-tests were used to compare survivors with non-survivors, and to study the change in platelet indices with time. Logistic regression was used for multivariate analysis. ROC-curves and optimum cut-offs to predict mortality were obtained. There were 64 survivors. Non-survivors had significantly higher ΔMPV72h, ΔPDW72h, day-1 MPV and PDW, and lower ΔPLT72h. MPV and PDW increased, and PLT decreased with time among non-survivors. Trends were reversed in survivors. Only MPV and PDW showed significant change by day-3. Both were independent predictors of mortality on multivariate analysis, alongside ΔMPV72h and ΔPLT72h. On ROC analysis, MPV, PDW, ΔMPV72h, ΔPDW72h and ΔPLT72h effectively predicted mortality. Cut-off for MPV was 10.25 fL (sensitivity = 93.9%, specificity = 60.9%), and PDW, 12.6% (sensitivity = 84.8%, specificity = 51.6%). A rise in MPV and a fall in PLT was associated with mortality in this study. MPV and PDW values at admission are effective predictors of mortality and may be used in conjunction with traditional parameters.
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Affiliation(s)
| | - Sharmila Dudani
- Department of Pathology, Army College of Medical Sciences, Delhi, New Delhi India
| | - Ajay Malik
- Department of Pathology, Army College of Medical Sciences, Delhi, New Delhi India
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91
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Ayala-Lopez N, Peaper DR, Harb R. Procalcitonin Correlates With but Is Not Superior to Other Diagnostic Markers of Bacterial Pneumonia. Am J Clin Pathol 2021; 155:537-546. [PMID: 33210111 DOI: 10.1093/ajcp/aqaa148] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
OBJECTIVES Despite extensive research on procalcitonin (PCT)-guided therapy in lower respiratory tract infections, the association between PCT and bacterial pneumonia remains unclear. METHODS We evaluated retrospectively the performance of PCT in patients presenting with lower respiratory tract infection symptoms and grouped by seven diagnoses. All patients had microbial testing, chest imaging, and CBC counts within 1 day of PCT testing. RESULTS Median PCT level in patients diagnosed with bacterial pneumonia was significantly higher than in patients diagnosed with other sources of infections or those not diagnosed with infections. Median PCT levels were not different among patients grouped by type or quantity of pathogen detected. They were significantly higher in patients with higher pathogenicity scores for isolated bacteria, those with abnormal WBC count, and those with chest imaging consistent with bacterial pneumonia. A diagnostic workup that included imaging, WBC count, and Gram stain had an area under the receiver operating characteristic curve of 0.748, and the addition of PCT increased it to 0.778. CONCLUSIONS PCT was higher in patients diagnosed with bacterial pneumonia. Less clear is its diagnostic ability to detect bacterial pneumonia over and above imaging and laboratory data routinely available to clinicians.
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Affiliation(s)
| | - David R Peaper
- Department of Laboratory Medicine, Yale University, New Haven, CT
| | - Roa Harb
- Department of Laboratory Medicine, Yale University, New Haven, CT
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92
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Katz SE, Crook J, McHenry R, Szeles A, Halasa N, Banerjee R. Prospective Observational Study to Determine Kinetics of Procalcitonin in Hospitalized Children Receiving Antibiotic Therapy for Non-Critical Acute Bacterial Infections. Infect Dis Ther 2021; 10:595-603. [PMID: 33064296 PMCID: PMC7954993 DOI: 10.1007/s40121-020-00358-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Accepted: 10/08/2020] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION The kinetics of procalcitonin in pediatric patients with non-critical acute bacterial infections receiving appropriate antibiotic therapy are not well described. METHODS We performed a single-center, prospective observational pilot study of children admitted to a tertiary care children's hospital who were receiving antibiotics for treatment of a non-critical acute bacterial infection, and we prospectively measured serial procalcitonin levels daily for 4 days during hospitalization. RESULTS Among the 46 children with baseline procalcitonin levels enrolled in the study, procalcitonin kinetics followed a half-life of approximately 24 h in most patients. Procalcitonin declined faster than C-reactive protein over the first 48 h of appropriate antibiotic treatment. There was variation in biomarker levels among participants with the same infection type, especially in participants with bacteremia, musculoskeletal infection and skin/soft tissue infection. CONCLUSION Utility of procalcitonin as a biomarker to follow every 24-48 h in non-critically ill children receiving antibiotic therapy for bacterial infections as an objective measure of clinical improvement is promising.
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Affiliation(s)
- Sophie E Katz
- Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, TN, USA.
| | - Jennifer Crook
- College of Medicine, The University of Tennessee Health Science Center, Memphis, TN, USA
| | - Rendie McHenry
- Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Andras Szeles
- Department of Medicine, University of Rochester, Rochester, NY, USA
| | - Natasha Halasa
- Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, TN, USA
| | - Ritu Banerjee
- Division of Pediatric Infectious Diseases, Vanderbilt University Medical Center, Nashville, TN, USA
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Banerjee S, Mohammed A, Wong HR, Palaniyar N, Kamaleswaran R. Machine Learning Identifies Complicated Sepsis Course and Subsequent Mortality Based on 20 Genes in Peripheral Blood Immune Cells at 24 H Post-ICU Admission. Front Immunol 2021; 12:592303. [PMID: 33692779 PMCID: PMC7937924 DOI: 10.3389/fimmu.2021.592303] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2020] [Accepted: 01/28/2021] [Indexed: 01/08/2023] Open
Abstract
A complicated clinical course for critically ill patients admitted to the intensive care unit (ICU) usually includes multiorgan dysfunction and subsequent death. Owing to the heterogeneity, complexity, and unpredictability of the disease progression, ICU patient care is challenging. Identifying the predictors of complicated courses and subsequent mortality at the early stages of the disease and recognizing the trajectory of the disease from the vast array of longitudinal quantitative clinical data is difficult. Therefore, we attempted to perform a meta-analysis of previously published gene expression datasets to identify novel early biomarkers and train the artificial intelligence systems to recognize the disease trajectories and subsequent clinical outcomes. Using the gene expression profile of peripheral blood cells obtained within 24 h of pediatric ICU (PICU) admission and numerous clinical data from 228 septic patients from pediatric ICU, we identified 20 differentially expressed genes predictive of complicated course outcomes and developed a new machine learning model. After 5-fold cross-validation with 10 iterations, the overall mean area under the curve reached 0.82. Using a subset of the same set of genes, we further achieved an overall area under the curve of 0.72, 0.96, 0.83, and 0.82, respectively, on four independent external validation sets. This model was highly effective in identifying the clinical trajectories of the patients and mortality. Artificial intelligence systems identified eight out of twenty novel genetic markers (SDC4, CLEC5A, TCN1, MS4A3, HCAR3, OLAH, PLCB1, and NLRP1) that help predict sepsis severity or mortality. While these genes have been previously associated with sepsis mortality, in this work, we show that these genes are also implicated in complex disease courses, even among survivors. The discovery of eight novel genetic biomarkers related to the overactive innate immune system, including neutrophil function, and a new predictive machine learning method provides options to effectively recognize sepsis trajectories, modify real-time treatment options, improve prognosis, and patient survival.
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Affiliation(s)
- Shayantan Banerjee
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, TN, United States
- Department of Biotechnology, Indian Institute of Technology Madras, Chennai, India
| | - Akram Mohammed
- Department of Pediatrics, University of Tennessee Health Science Center, Memphis, TN, United States
| | - Hector R. Wong
- Division of Critical Care Medicine, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, United States
| | - Nades Palaniyar
- Translational Medicine, Peter Gilgan Center for Research and Learning, The Hospital for Sick Children, Toronto, ON, Canada
| | - Rishikesan Kamaleswaran
- Department of Biomedical Informatics, Department of Emergency Medicine, Emory University School of Medicine, Atlanta, GA, United States
- Department of Biomedical Engineering, Georgia Institute of Technology, Atlanta, GA, United States
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Tsui TL, Huang YT, Kan WC, Huang MS, Lai MY, Ueng KC, Shiao CC. A novel procalcitonin-based score for detecting sepsis among critically ill patients. PLoS One 2021; 16:e0245748. [PMID: 33481913 PMCID: PMC7822524 DOI: 10.1371/journal.pone.0245748] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2020] [Accepted: 01/06/2021] [Indexed: 12/29/2022] Open
Abstract
Background Procalcitonin (PCT) has been widely investigated as an infection biomarker. The study aimed to prove that serum PCT, combining with other relevant variables, has an even better sepsis-detecting ability in critically ill patients. Methods We conducted a retrospective cohort study in a regional teaching hospital enrolling eligible patients admitted to intensive care units (ICU) between July 1, 2016, and December 31, 2016, and followed them until March 31, 2017. The primary outcome measurement was the occurrence of sepsis. We used multivariate logistic regression analysis to determine the independent factors for sepsis and constructed a novel PCT-based score containing these factors. The area under the receiver operating characteristics curve (AUROC) was applied to evaluate sepsis-detecting abilities. Finally, we validated the score using a validation cohort. Results A total of 258 critically ill patients (70.9±16.3 years; 55.4% man) were enrolled in the derivation cohort and further subgrouped into the sepsis group (n = 115) and the non-sepsis group (n = 143). By using the multivariate logistic regression analysis, we disclosed five independent factors for detecting sepsis, namely, “serum PCT level,” “albumin level” and “neutrophil-lymphocyte ratio” at ICU admission, along with “diabetes mellitus,” and “with vasopressor.” We subsequently constructed a PCT-based score containing the five weighted factors. The PCT-based score performed well in detecting sepsis with the cut-points of 8 points (AUROC 0.80; 95% confidence interval (CI) 0.74–0.85; sensitivity 0.70; specificity 0.76), which was better than PCT alone, C-reactive protein and infection probability score. The findings were confirmed using an independent validation cohort (n = 72, 69.2±16.7 years, 62.5% men) (cut-point: 8 points; AUROC, 0.79; 95% CI 0.69–0.90; sensitivity 0.64; specificity 0.87). Conclusions We proposed a novel PCT-based score that performs better in detecting sepsis than serum PCT levels alone, C-reactive protein, and infection probability score.
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Affiliation(s)
- Tung-Lin Tsui
- Institute of Medicine, Chung Shan Medical University, Taichung, Taiwan
- Intensive Care Unit, Department of Internal Medicine, Camillian Saint Mary’s Hospital Luodong, Luodong, Yilan, Taiwan
- Division of Cardiology, Department of Internal Medicine, Camillian Saint Mary’s Hospital Luodong, Luodong, Yilan, Taiwan
| | - Ya-Ting Huang
- Department of Nursing, Camillian Saint Mary’s Hospital Luodong, Luodong, Yilan, Taiwan
- Saint Mary’s Junior College of Medicine, Nursing and Management, Yilan, Taiwan
| | - Wei-Chih Kan
- Department of Nephrology, Department of Internal medicine, Chi-Mei Medical Center, Tainan, Taiwan
- Department of Biological Science and Technology, Chung Hwa University of Medical Technology, Tainan, Taiwan
| | - Mao-Sheng Huang
- Department of laboratory medicine, Camillian Saint Mary’s Hospital Luodong, Luodong, Yilan, Taiwan
| | - Min-Yu Lai
- Department of Nursing, Camillian Saint Mary’s Hospital Luodong, Luodong, Yilan, Taiwan
| | - Kwo-Chang Ueng
- School of Medicine, Chung Shan Medical University, Taichung, Taichung, Taiwan
- Division of Cardiology, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Chih-Chung Shiao
- Saint Mary’s Junior College of Medicine, Nursing and Management, Yilan, Taiwan
- Division of Nephrology, Department of Internal Medicine, Camillian Saint Mary’s Hospital Luodong, Luodong, Yilan, Taiwan
- * E-mail:
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Associations between urinary 3-indoxyl sulfate, a gut microbiome-derived biomarker, and patient outcomes after intensive care unit admission. J Crit Care 2021; 63:15-21. [PMID: 33549909 DOI: 10.1016/j.jcrc.2021.01.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2020] [Revised: 12/26/2020] [Accepted: 01/15/2021] [Indexed: 11/22/2022]
Abstract
PURPOSE 3-indoxyl sulfate (3-IS) is an indole metabolism byproduct produced by commensal gut bacteria and excreted in the urine; low urinary 3-IS has been associated with increased mortality in bone marrow transplant recipients. This study investigated urinary 3-IS and patient outcomes in the ICU. MATERIALS AND METHODS Prospective study that collected urine samples, rectal swabs, and clinical data on 78 adult ICU patients at admission and again 72 h later. Urine was analyzed for 3-IS by mass spectrometry. RESULTS Median urinary 3-IS levels were 17.1 μmol/mmol creatinine (IQR 9.5 to 26.2) at admission and 15.6 (IQR 4.2 to 30.7) 72 h later. 22% of patients had low 3-IS (≤6.9 μmol/mmol) on ICU admission and 28% after 72 h. Low 3-IS at 72 h was associated with fewer ICU-free days (22.5 low versus 26 high, p = 0.03) and with death during one year of follow-up (36% low versus 9% high 3-IS, p < 0.01); there was no detectable difference in 30-day mortality (18% low versus 5% high, p = 0.07). CONCLUSIONS Low urinary 3-IS level 72 h after ICU admission was associated with fewer ICU-free days and with increased one-year but not 30-day mortality. Further studies should investigate urinary 3-IS as an ICU biomarker.
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Patnaik R, Azim A, Mishra P. Should serial monitoring of procalcitonin be done routinely in critically ill patients of ICU: A systematic review and meta-analysis. J Anaesthesiol Clin Pharmacol 2021; 36:458-464. [PMID: 33840923 PMCID: PMC8022053 DOI: 10.4103/joacp.joacp_388_19] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2019] [Revised: 02/13/2020] [Accepted: 03/13/2020] [Indexed: 11/25/2022] Open
Abstract
Sepsis is a life-threatening condition with dysregulated host response to infection. It is a major determinant of mortality in the intensive care unit (ICU). Procalcitonin (PCT) is widely investigated for prognosis in patients with sepsis. Most of the studies have cited that elevated PCT concentrations and PCT non-clearance are associated with poor outcomes in patients with sepsis and some studies have cited as having no additional benefit. Most of the studies have evaluated single PCT measurement and correlated with prognosis and outcome in septic patients. Limited literature is there about serial PCT levels and its impact on the outcome of patients with sepsis. We searched literature through PubMed, Embase, Web of Knowledge, and the Cochrane Library from 2007 to 2017 and present a systematic review and meta-analysis of studies evaluating the utility of serial measurement of PCT for prognosis in critically ill patients. Articles that assessed PCT non-clearance as a marker of mortality data were included. The primary objective of this meta-analysis was to pool the results of all the available studies on serial PCT non-clearance as a mortality predictor and formulate overall area under receiver operating curve (AUROC). To find out the overall proportion of mortality in PCT non-clearance was our secondary objective. To detect the mortality using PCT non-clearance, ROC curve analysis was done. Area under curve (AUC) of the studies was varying between 0.52 and 0.86. Overall AUC was observed 0.711 (95% confidence interval (CI): 0.662–0.760) under fixed effect model and 0.708 (95% CI: 0.648–0.769) under random effect model. There was moderate variation among the studies, i.e., I2 50.80% (95% CI: 0.00–80.42%). The overall proportion of mortality was 37.54% with much heterogeneity (I2 88.24%) among the studies. PCT non-clearance is a fair predictor of mortality. Further studies are needed to define optimal cut off point for PCT non-clearance in ICU patients with sepsis.
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Affiliation(s)
- Rupali Patnaik
- Department of Critical Care Medicine, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Afzal Azim
- Department of Critical Care Medicine, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
| | - Prabhaker Mishra
- Biostatistics, Sanjay Gandhi Postgraduate Institute of Medical Sciences, Lucknow, Uttar Pradesh, India
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Vanhomwegen C, Veliziotis I, Malinverni S, Konopnicki D, Dechamps P, Claus M, Roman A, Cotton F, Dauby N. Procalcitonin accurately predicts mortality but not bacterial infection in COVID-19 patients admitted to intensive care unit. Ir J Med Sci 2021; 190:1649-1652. [PMID: 33453014 PMCID: PMC7811155 DOI: 10.1007/s11845-020-02485-z] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2020] [Accepted: 12/16/2020] [Indexed: 12/16/2022]
Affiliation(s)
- Charlotte Vanhomwegen
- Department of Internal Medicine, Erasme Hospital, Université Libre de Bruxelles (ULB), route de Lennick 808, Brussels, 1070, Belgium.
| | - Ioannis Veliziotis
- Intensive Care Unit, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Rue haute 322, Brussels, 1000, Belgium
| | - Stefano Malinverni
- Emergency Department, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Deborah Konopnicki
- Department of Infectious Diseases, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Philippe Dechamps
- Intensive Care Unit, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Rue haute 322, Brussels, 1000, Belgium
| | - Marc Claus
- Intensive Care Unit, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Rue haute 322, Brussels, 1000, Belgium
| | - Alain Roman
- Intensive Care Unit, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Rue haute 322, Brussels, 1000, Belgium
| | - Fréderic Cotton
- Department of Clinical Chemistry, Laboratoire Hospitalier Universitaire de Bruxelles (LHUB-ULB), Université Libre de Bruxelles (ULB), Brussels, Belgium
| | - Nicolas Dauby
- Department of Infectious Diseases, CHU Saint Pierre, Université Libre de Bruxelles (ULB), Brussels, Belgium
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Huynh HH, Bœuf A, Vinh J, Delatour V. Evaluation of the necessity and the feasibility of the standardization of procalcitonin measurements: Activities of IFCC WG-PCT with involvement of all stakeholders. Clin Chim Acta 2021; 515:111-121. [PMID: 33450213 DOI: 10.1016/j.cca.2021.01.004] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2020] [Revised: 12/10/2020] [Accepted: 01/06/2021] [Indexed: 12/11/2022]
Abstract
Procalcitonin (PCT) is an important biomarker for sepsis diagnosis and management. To date, there is no higher-order reference measurement procedure (RMP) and certified reference material to achieve global standardization of results and results traceability to the SI units. Although efforts have been made to harmonize PCT results, a number of comparison studies and external quality assessment (EQA) schemes show conflicting results regarding results comparability and to date, equivalence of PCT results across the assays remains questionable in absence of studies relying on commutable EQA materials. In this context, the IFCC initiated activities to fill these gaps through the creation of the working group on standardization of PCT assays that gathers experts from National Metrology Institutes, calibration laboratories, clinicians, biologists, EQA providers and assay manufacturers. Among the activities, a higher order RMP and commutable reference materials are under development to build a robust reference measurement system (RMS). A commutability study is being organized to identify EQA materials that are fit for purpose to reliably estimate the current comparability of PCT results. This work will make it possible to evaluate the necessity and the feasibility for establishing and maintaining a new RMS for PCT assays, if deemed necessary.
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Affiliation(s)
- Huu-Hien Huynh
- Laboratoire National de Métrologie et d'Essai, Paris, France; Biological Mass Spectrometry and Proteomics, SMBP, ESPCI Paris, Université PSL, CNRS, Paris, France
| | - Amandine Bœuf
- Laboratoire National de Métrologie et d'Essai, Paris, France
| | - Joëlle Vinh
- Biological Mass Spectrometry and Proteomics, SMBP, ESPCI Paris, Université PSL, CNRS, Paris, France
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Combination of Procalcitonin Value on Hospital Admission and Its Subsequent Change in Value Is Associated With the Prognosis of Sepsis. Crit Care Explor 2021; 3:e0298. [PMID: 33458678 PMCID: PMC7803882 DOI: 10.1097/cce.0000000000000298] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/02/2022] Open
Abstract
Supplemental Digital Content is available in the text. To evaluate the relationship between the procalcitonin value in blood on hospital admission and its subsequent change and prognosis among sepsis patients.
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Abstract
Biomarkers have been used in sepsis to assist with the diagnosis of disease as well as determining the severity of disease, that is, prognosis. These biomarkers are based on the presence of discrete molecules within the blood. Unfortunately, in 2020, a single biomarker does not have sufficient sensitivity and specificity to definitively rule in or rule out sepsis. Biomarkers have shown better performance in animal models of disease.
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Affiliation(s)
- Yachana Kataria
- Department of Pathology and Laboratory Medicine, Boston School of Medicine, Boston, MA, USA.
| | - Daniel Remick
- Department of Pathology and Laboratory Medicine, Boston School of Medicine, Boston, MA, USA.
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