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Kumar R, Kumar A, Kumar S. Sepsis in liver failure patients: Diagnostic challenges and recent advancements. World J Crit Care Med 2025; 14:101587. [DOI: 10.5492/wjccm.v14.i2.101587] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2024] [Revised: 01/19/2025] [Accepted: 02/12/2025] [Indexed: 02/27/2025] Open
Abstract
Acute liver failure (ALF) and acute-on-chronic LF (ACLF) are prevalent hepatic emergencies characterized by an increased susceptibility to bacterial infections (BI), despite significant systemic inflammation. Literature indicates that 30%–80% of ALF patients and 55%–81% of ACLF patients develop BI, attributed to immunological dysregulation. Bacterial sepsis in these patients is associated with adverse clinical outcomes, including prolonged hospitalization and increased mortality. Early detection of bacterial sepsis is critical; however, distinguishing between sterile systemic inflammation and sepsis poses a significant challenge due to the overlapping clinical presentations of LF and sepsis. Conventional sepsis biomarkers, such as procalcitonin and C-reactive protein, have shown limited utility in LF patients due to inconsistent results. In contrast, novel biomarkers like presepsin and sTREM-1 have demonstrated promising discriminatory performance in this population, pending further validation. Moreover, emerging research highlights the potential of machine learning-based approaches to enhance sepsis detection and characterization. Although preliminary findings are encouraging, further studies are necessary to validate these results across diverse patient cohorts, including those with LF. This article provides a comprehensive review of the magnitude, impact, and diagnostic challenges associated with BI in LF patients, focusing on novel advancements in early sepsis detection and characterization.
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Affiliation(s)
- Ramesh Kumar
- Department of Gastroenterology, All India Institute of Medical Sciences, Patna 801507, Bihar, India
| | - Abhishek Kumar
- Department of Gastroenterology, All India Institute of Medical Sciences, Patna 801507, Bihar, India
| | - Sudhir Kumar
- Department of Gastroenterology, All India Institute of Medical Sciences, Patna 801507, Bihar, India
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Vu HH, Moellmer SA, McCarty OJ, Puy C. New mechanisms and therapeutic approaches to regulate vascular permeability in systemic inflammation. Curr Opin Hematol 2025; 32:130-137. [PMID: 40063579 PMCID: PMC11949701 DOI: 10.1097/moh.0000000000000864] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
Abstract
PURPOSE OF REVIEW This review summarizes mechanisms that regulate endothelial vascular permeability in health and disease. In systemic inflammation, the endothelial barrier integrity is disrupted, which exacerbates vascular permeability, leading to organ failure and death. Herein we provide an overview of emerging therapeutic targets to reverse barrier dysfunction and preserve vascular permeability in inflammatory diseases like sepsis. RECENT FINDINGS Endothelial barrier function is regulated in part by the endothelial cell-specific protein, Roundabout 4 (ROBO4), and vascular endothelial (VE)-cadherin, a critical adherens junction protein, which act in concert to suppresses vascular permeability by stabilizing endothelial cell-cell interactions. We recently discovered a pathway by which activation of coagulation factor XI (FXI) enhances the cleavage of VE-cadherin by the metalloproteinase ADAM10, contributing to sepsis-related endothelial damage and loss of barrier function. Targeting FXI improved survival and reduced sVE-cadherin levels in a baboon model of sepsis while enhancing Robo4 expression decreased mortality in LPS-treated mice. SUMMARY Endothelial cell barrier dysfunction is a hallmark of excessive immune responses characteristic of systemic inflammatory diseases such as sepsis. Advances in understanding the molecular mechanisms regulating vascular permeability, for instance the newly discovered roles of FXI or ROBO4, may help identify novel therapeutic targets for mitigating vascular hyperpermeability in septic patients.
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Affiliation(s)
- Helen H. Vu
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Samantha A. Moellmer
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
| | - Owen J.T. McCarty
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
- Division of Hematology and Medical Oncology, Oregon Health and Science University, Portland, OR, USA
| | - Cristina Puy
- Department of Biomedical Engineering, Oregon Health & Science University, Portland, OR, USA
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He S. Procalcitonin Variants As a New Diagnostic Tool for Sepsis. Anesth Analg 2025; 140:1071-1072. [PMID: 39808704 DOI: 10.1213/ane.0000000000007285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2025]
Affiliation(s)
- Shufang He
- From the Department of Anesthesiology and Perioperative Medicine, the Second Affiliated Hospital of Anhui Medical University, Hefei, China
- Key Laboratory of Anesthesiology and Perioperative Medicine of Anhui Higher Education Institutes, Anhui Medical University, Hefei, China
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Bhat A, Alsadhan N, Alsadhan N, Alnowaiser D, Gattoo I, Hussain M, Alotbi R, Alruwaili S, AlGoraini Y. Procalcitonin and C-reactive protein as early diagnostic markers of sepsis or septic shock in children who presented with fever to the pediatric emergency department at a tertiary hospital, in Riyadh, Saudi Arabia. Int J Emerg Med 2025; 18:87. [PMID: 40301742 DOI: 10.1186/s12245-025-00888-2] [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: 02/22/2025] [Accepted: 04/22/2025] [Indexed: 05/01/2025] Open
Abstract
BACKGROUND Sepsis is a leading cause of morbidity and mortality in children, requiring early recognition for timely intervention. Traditional biomarkers like C-reactive protein (CRP) are widely used but have limitations in specificity and early detection. Procalcitonin (PCT) has emerged as a promising alternative for differentiating bacterial infections from viral illnesses. This study aims to evaluate the diagnostic performance of PCT and CRP in identifying sepsis among febrile pediatric patients presenting to the emergency department (ED). METHODS We conducted a retrospective, observational study at a tertiary hospital from January 2022 to January 2024. A total of 208 children aged 1 month to 14 years with fever (≥ 38 °C) were included. Patients were categorized into sepsis (n = 84) and non-sepsis (n = 124) groups based on clinical assessment and blood culture results. Biomarker levels, patient demographics, clinical outcomes, and disposition were analyzed. RESULTS Elevated PCT and CRP levels were significantly associated with sepsis. PCT demonstrated earlier elevation compared to CRP, correlating with higher rates of PICU admission (34.7% vs. 11.1%, p < 0.001). Blood culture positivity was a strong predictor of severe sepsis (OR: 9.369, p < 0.0003). Logistic regression identified high-grade fever, chronic disease, and viral co-infections as additional risk factors. CONCLUSION PCT is a superior early biomarker for detecting invasive bacterial infections compared to CRP. Incorporating PCT in sepsis protocols can improve early diagnosis, guiding prompt and appropriate management in pediatric ED settings.
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Affiliation(s)
- Altaf Bhat
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Nehal Alsadhan
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Norah Alsadhan
- Emergency Department, Prince Mohammed Bin Abdulziz Hospital, Riyadh, Saudi Arabia, Saudi Arabia
| | - Dimah Alnowaiser
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Imran Gattoo
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Mohammed Hussain
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Rafa Alotbi
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Sattam Alruwaili
- Pediatric Department, King Fahad Medical City, Riyadh, Saudi Arabia
| | - Yara AlGoraini
- Pediatric Emergency Department, King Fahad Medical City, Riyadh, Saudi Arabia.
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Tissières P, Esteban Torné E, Hübner J, Randolph AG, Rey Galán C, Weiss SL. Use of procalcitonin in therapeutic decisions in the pediatric intensive care unit. Ann Intensive Care 2025; 15:55. [PMID: 40268774 PMCID: PMC12018671 DOI: 10.1186/s13613-025-01470-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/13/2025] [Accepted: 03/27/2025] [Indexed: 04/25/2025] Open
Abstract
Procalcitonin (PCT) is frequently used by clinicians in children with suspected bacterial infections and sepsis. However interpretation in the critically ill child may be challenging due to the complexity of underlying conditions and its impact on PCT values. Herein, we propose a guidance for the use of procalcitonin in critically ill children, supported by a comprehensive analysis of the literature, to help the clinician for interpreting PCT in the various clinical conditions encountered in pediatric intensive care units. We describe the importance of the clinical context, timing of measurement and evidence on PCT values in diagnosing sepsis and to guide antibiotic therapy in critically ill children.
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Affiliation(s)
- Pierre Tissières
- IHU-PROMETHEUS Comprehensive Sepsis Center, Pediatric Intensive Care, Neonatal Medicine and Pediatric Emergency Department, AP-HP Paris Saclay University, Bicêtre Hospital, 78, Rue du General Leclerc, 94275, Le Kremlin-Bicêtre, France.
| | | | - Johannes Hübner
- Ludwig-Maximilian-University, Hauner Children's Hospital, Munich, Germany
| | - Adrienne G Randolph
- Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Boston, MA, USA
| | - Corsino Rey Galán
- University of Oviedo, Hospital Universitario Central de Asturias (HUCA), Health Research Institute of the Principality of Asturias (ISPA), Oviedo, Spain
| | - Scott L Weiss
- Thomas Jefferson University, Nemours Children's Health, Jacksonville, DE, USA
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Dixon CG, Trujillo Rivera EA, Patel AK, Pollack MM. Development of a neural network model for early detection of creatinine change in critically Ill children. Front Pediatr 2025; 13:1549836. [PMID: 40256396 PMCID: PMC12006092 DOI: 10.3389/fped.2025.1549836] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/22/2024] [Accepted: 03/14/2025] [Indexed: 04/22/2025] Open
Abstract
Introduction Renal dysfunction is common in critically ill children and increases morbidity and mortality risk. Diagnosis and management of renal dysfunction relies on creatinine, a delayed marker of renal injury. We aimed to develop and validate a machine learning model using routinely collected clinical data to predict 24-hour creatinine change in critically ill children before change is observed clinically. Methods Retrospective cohort study of 39,932 pediatric intensive care unit encounters in a national multicenter database from 2007 to 2022. A neural network was trained to predict <50% or ≥50% creatinine change in the next 24 h. Admission demographics, routinely measured vital signs, laboratory tests, and medication use variables were used as predictors for the model. Data set was randomly split at the encounter level into model development (80%) and test (20%) sets. Performance and clinical relevance was assessed in the test set by accuracy of prediction classification and confusion matrix metrics. Results The cohort had a male predominance (53.8%), median age of 8.0 years (IQR 1.9-14.6), 21.0% incidence of acute kidney injury, and 2.3% mortality. The overall accuracy of the model for predicting change of <50% or ≥50% was 68.1% (95% CI 67.6%-68.7%). The accuracy of classification improved substantially with higher creatinine values from 29.9% (CI 28.9%-31.0%) in pairs with an admission creatinine <0.3 mg/dl to 90.0-96.3% in pairs with an admission creatinine of ≥0.6 mg/dl. The model had a negative predictive value of 97.2% and a positive predictive value of 7.1%. The number needed to evaluate to detect one true change ≥50% was 14. Discussion 24-hour creatinine change consistent with acute kidney injury can be predicted using routine clinical data in a machine learning model, indicating risk of significant renal dysfunction before it is measured clinically. Positive predictive performance is limited by clinical reliance on creatinine.
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Affiliation(s)
- Celeste G. Dixon
- Department of Pediatrics, Division of Critical Care Medicine, Children's National Hospital, George Washington University School of Medicine and Health Sciences, Washington, DC, United States
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Mućka S, Jakubiak GK, Pawlas N. Procalcitonin: Infection or Maybe Something More? Noninfectious Causes of Increased Serum Procalcitonin Concentration: Updated Knowledge. Life (Basel) 2025; 15:446. [PMID: 40141790 PMCID: PMC11944121 DOI: 10.3390/life15030446] [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: 02/10/2025] [Revised: 03/06/2025] [Accepted: 03/11/2025] [Indexed: 03/28/2025] Open
Abstract
Procalcitonin (PCT) is a precursor of calcitonin, and its determination is used in daily clinical practice. It is a good marker for bacterial infection and can help diagnose sepsis. In this review, we summarize recent findings on the utility of PCT serum concentration measurement in noninfectious conditions. We found that elevated PCT levels may help in diagnosing or monitoring the course of cancer or inflammatory diseases. An increase was observed in emergency care such as acute renal failure or injuries, which may be promising in estimating the risk of complications. PCT has the potential to become a useful and clinically relevant marker beyond the assessment of bacterial infection. Due to its limited specificity, therapeutic decisions should be based on an individual evaluation of each clinical case.
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Affiliation(s)
| | | | - Natalia Pawlas
- Department of Pharmacology, Faculty of Medical Sciences in Zabrze, Medical University of Silesia, Jordana 38 St., 41-800 Zabrze, Poland; (S.M.); (G.K.J.)
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Lee CC, Porta L, Liu Y, Chen PT, Pan HH, Lee YT, Chen KF, Lee CC, Tsai W, How CK, Schuetz P. GRADE-based procalcitonin guideline for emergency departments. Am J Emerg Med 2025; 89:109-123. [PMID: 39705853 DOI: 10.1016/j.ajem.2024.11.093] [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] [Received: 07/26/2024] [Revised: 11/25/2024] [Accepted: 11/27/2024] [Indexed: 12/23/2024] Open
Abstract
Procalcitonin is a useful biomarker for infection. Over the past two decades, there has been much research on the clinical applications of procalcitonin, yet the majority of these studies have been conducted in the intensive care setting. Despite the extensive use of procalcitonin in emergency departments, there have been no guidelines focusing specifically on these clinical settings. Additionally, previous guidelines were predominantly shaped by expert consensus and rarely incorporate evidence-based medicine concepts. To address these shortcomings, the current guideline adopts a novel approach. Initially, we identified the most critical questions regarding the use of procalcitonin in emergency settings through expert voting. This was followed by a systematic literature review and the evaluation of evidence levels using the GRADE (Grading of Recommendations, Assessment, Development, and Evaluation) methodology. Key characteristics of individual studies will be summarized and evaluated by the guideline development group to determine the overall quality of evidence. The GRADE working group's categorization system will be employed to rate evidence quality into four levels. Recommendations will be formulated based on explicit consideration of established criteria. This structured approach ensures that guideline recommendations are founded on robust evidence and transparently assessed for strength and potential caveats. This is the first guideline on the use of procalcitonin to be applied in emergency departments that adopts the principles of evidence-based medicine and encompasses the up-to-date literatures, and it marks an advancement in providing guidance on the utilization of procalcitonin in emergency departments.
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Affiliation(s)
- Chien-Chang Lee
- Department of Information Management, Ministry of Health and Welfare, Taiwan; Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan; Center of Intelligent Healthcare, National Taiwan University Hospital, Taipei, Taiwan.
| | - Lorenzo Porta
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan; School of Medicine and Surgery, Università degli studi di Milano Bicocca, Milan, Italy; Emergency Medicine Unit, Fatebenefratelli Hospital, ASST Fatebenefratelli Sacco, Milan, Italy
| | - Ye Liu
- Center of Intelligent Healthcare, National Taiwan University Hospital, Taipei, Taiwan; Department of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Pin-Tung Chen
- Department of Emergency Medicine, National Taiwan University Hospital, Taipei, Taiwan; College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Hung-Hsuan Pan
- Center of Intelligent Healthcare, National Taiwan University Hospital, Taipei, Taiwan; College of Medicine, National Taiwan University, Taipei, Taiwan
| | - Yi-Tzu Lee
- Department of Emergency Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; Faculty of Medicine, School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Kuan-Fu Chen
- Department of Emergency Medicine, Chang Gung Memorial Hospital, Keelung, Taiwan; Clinical Informatics and Medical Statistics Research Center, Chang Gung University, Taoyuan, Taiwan
| | - Ching-Chi Lee
- Division of Infectious Diseases, Department of Internal Medicine, College of Medicine, National Cheng Kung University Hospital, National Cheng Kung University, Tainan, Taiwan
| | - Weide Tsai
- Department of Emergency Medicine, MacKay Memorial Hospital, Taipei, Taiwan
| | - Chorng-Kuang How
- Department of Emergency Medicine, Taipei Veterans General Hospital, Taipei, Taiwan
| | - Philipp Schuetz
- Department of Medicine, Division of General Internal and Emergency Medicine, Aarau, Switzerland; Faculty of Medicine, University of Basel, Basel, Switzerland.
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Rashad Fouda E, Abd Elghany SH, Ahmed Omar T, Abdelaziz AA. Surface triggering receptor expressed on myeloid cells-1 (sTREM1) in critically ill children: a prospective observational controlled study. Turk J Pediatr 2025; 67:1-10. [PMID: 40084728 DOI: 10.24953/turkjpediatr.2025.5219] [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] [Received: 08/14/2024] [Accepted: 01/26/2025] [Indexed: 03/16/2025]
Abstract
BACKGROUND In children admitted to the pediatric intensive care unit (PICU), early detection of risk factors and alarming indicators improves the prognosis and may even save lives. Several prognostic markers and scores have been studied in children who are seriously ill. Recently, surface triggering receptor expressed on myeloid cells-1 (sTREM1) has been studied in many infectious and non-infectious settings; however, there is little information on critically ill children. Our aim is to evaluate the sTREM1 level in critically ill children and assess its prognostic role. METHOD A prospective observational study was conducted in a tertiary care hospital. 70 critically ill children and 50 healthy controls were enrolled in the study. Demographic, clinical, and laboratory data were obtained. sTREM1 level was assessed on admission to the PICU. Patients with conditions affecting immunity were excluded. The primary outcome was to assess the level of sTREM1 in both patients and controls. Secondary outcomes were mortality, morbidities as sepsis, need for mechanical ventilation, and PICU stay. RESULTS The level of sTREM1 was significantly higher in patients than in controls (850 pg/mL, interquartile range [IQR] 510.0- 1375.0 vs. 67.5 pg/mL, IQR 40.0- 85.0; p.
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Affiliation(s)
- Elsaeed Rashad Fouda
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Menoufia, Egypt
| | | | - Thoria Ahmed Omar
- Department of Clinical Pathology, Faculty of Medicine, Menoufia University, Menoufia, Egypt
| | - Alyaa Ahdy Abdelaziz
- Department of Pediatrics, Faculty of Medicine, Menoufia University, Menoufia, Egypt
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Sun Q, Lin Q, Lv Y, Tian Z, Yan Q, Yu Y, Fu X, Yao H, Sun F, Xia Y, Zhu G, Feng S. Predictive value of serum procalcitonin level for the diagnosis of bloodstream infections in hematological patients. BMC Infect Dis 2025; 25:162. [PMID: 39901114 PMCID: PMC11792228 DOI: 10.1186/s12879-024-10415-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2024] [Accepted: 12/26/2024] [Indexed: 02/05/2025] Open
Abstract
OBJECTIVES Procalcitonin (PCT) is a critical diagnostic biomarker for bacterial infections in patients. Numerous studies have shown that PCT have high sensitivity and specificity for diagnosing bloodstream infection. However, the cut-off value of PCT for the diagnosis of bloodstream infections in patients with hematolgic diseases is still unclear and unreliable. METHODS We conducted a retrospective study involving 2299 cases with hematological diseases and who had been performed blood culture and PCT test within 24 h. RESULTS For patients with hematological diseases, the serum PCT was slightly elevated in the BSI group. We found that most hematological patients with bloodstream infection were in the stage of severe neutropenia. The main infected strains were Escherichia coli (n = 84, 21%), Klebsiella pneumoniae (n = 61, 15.25%) and Pseudomonas aeruginosa (n = 65, 16.25%), and the increasing trend of PCT level was more obvious in patients infected with Gram-negative bacteria. ROC analysis results showed that the area under the receiver operating characteristic curve for distinguishing bacterial infection from non-bacterial infection was 0.554 (95%CI: 0.522-0.585) with the diagnostic threshold of BSI (PCT > 0.5ng/mL). CONCLUSIONS In our study, low PCT levels were found in patients with hematological diseases, and a better cut-off value may be necessary to determine infection in hematology patients.
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Affiliation(s)
- Qi Sun
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Qingsong Lin
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Yanxia Lv
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Zhiying Tian
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Qiushuang Yan
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Yaqing Yu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Xue Fu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Hongjing Yao
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Fujun Sun
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Yonghui Xia
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China
- Tianjin Institutes of Health Science, Tianjin, 301600, China
| | - Guoqing Zhu
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China.
- Tianjin Institutes of Health Science, Tianjin, 301600, China.
| | - Sizhou Feng
- State Key Laboratory of Experimental Hematology, National Clinical Research Center for Blood Diseases, Haihe Laboratory of Cell Ecosystem, Institute of Hematology & Blood Diseases Hospital, Chinese Academy of Medical Sciences & Peking Union Medical College, Tianjin, 300020, China.
- Tianjin Institutes of Health Science, Tianjin, 301600, China.
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Mori H, Maehira H, Nitta N, Maekawa T, Ishikawa H, Takebayashi K, Kaida S, Miyake T, Tani M. Procalcitonin as an Early Predictive Marker for Infectious Complications after Hepatectomy. Dig Surg 2025; 42:17-25. [PMID: 39827873 PMCID: PMC11887988 DOI: 10.1159/000543635] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2024] [Accepted: 01/12/2025] [Indexed: 01/22/2025]
Abstract
INTRODUCTION The present study aimed to determine the clinical value of serum procalcitonin (PCT) level in predicting postoperative infections after hepatectomy. METHODS Medical records of 301 consecutive patients who underwent hepatectomy were retrospectively reviewed. We divided the patients into infection-positive and infection-negative groups. We investigated the changes in perioperative inflammatory markers such as C-reactive protein level (CRP) and PCT level. Associations between infectious complications and perioperative inflammatory markers were evaluated to identify predictive factors of infectious complications after hepatectomy. RESULTS Postoperative infectious complications occurred in 67 (22.3%) patients. The areas under the curve (AUCs) using PCT levels on postoperative days (PODs) 1 and 3 were 0.794 and 0.845, respectively, whereas those using CRP were 0.493 and 0.641, respectively. PCT level had a better AUC than CRP for predicting postoperative infectious complications on PODs 1 and 3. Multivariate analysis indicated PCT levels on PODs 1 and 3 were an independent predictor of infectious complications after hepatectomy. CONCLUSION PCT is the only predictive marker for infectious complications after hepatectomy and is valuable for detecting infectious complications from POD 1. INTRODUCTION The present study aimed to determine the clinical value of serum procalcitonin (PCT) level in predicting postoperative infections after hepatectomy. METHODS Medical records of 301 consecutive patients who underwent hepatectomy were retrospectively reviewed. We divided the patients into infection-positive and infection-negative groups. We investigated the changes in perioperative inflammatory markers such as C-reactive protein level (CRP) and PCT level. Associations between infectious complications and perioperative inflammatory markers were evaluated to identify predictive factors of infectious complications after hepatectomy. RESULTS Postoperative infectious complications occurred in 67 (22.3%) patients. The areas under the curve (AUCs) using PCT levels on postoperative days (PODs) 1 and 3 were 0.794 and 0.845, respectively, whereas those using CRP were 0.493 and 0.641, respectively. PCT level had a better AUC than CRP for predicting postoperative infectious complications on PODs 1 and 3. Multivariate analysis indicated PCT levels on PODs 1 and 3 were an independent predictor of infectious complications after hepatectomy. CONCLUSION PCT is the only predictive marker for infectious complications after hepatectomy and is valuable for detecting infectious complications from POD 1.
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Affiliation(s)
- Haruki Mori
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan,
| | - Hiromitsu Maehira
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
| | - Nobuhito Nitta
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
| | - Takeru Maekawa
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
| | - Hajime Ishikawa
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
| | | | - Sachiko Kaida
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
| | - Toru Miyake
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
| | - Masaji Tani
- Department of Surgery, Shiga University of Medical Science, Shiga, Japan
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He Z, Peng Z, Gao N, Zhong S, Yu F, Tang Z, Liao Z, Zhao S, Umwiza G, Chen M, Long W. Risk factors for the mortality of hemodialysis patients with COVID-19 in northern Hunan province, China. BMC Nephrol 2025; 26:26. [PMID: 39819677 PMCID: PMC11736950 DOI: 10.1186/s12882-025-03946-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2024] [Accepted: 01/06/2025] [Indexed: 01/19/2025] Open
Abstract
PURPOSE Exploring the risk factors for mortality of hemodialysis patients undergoing COVID-19 and the changes in mortality before and after the opening of the epidemic in northern Hunan province, China. METHODS We analyzed 230 hemodialysis patients with COVID-19 in the Yiyang Central Hospital from November 01, 2022 to February 28, 2023. Demographic data, laboratory data and public diseases were collected. Cox regression analysis was used to identify risk factors and independent predictors of mortality. The receiver operating characteristic (ROC) curve was used to determine the diagnostic value of risk factors in hemodialysis COVID-19 patients. RESULTS The average duration of the disease was 12.53 days. The mortality rate in our cohort was 28.70%. Independent predictors of mortality in our cohort were: age (hazard ratio [HR] 1.09; 95% confidence interval [CI], 1.05-1.14; P < 0.001), elevated procalcitonin (PCT) levels (HR 1.02; 95%CI, 1.01-1.03; P < 0.001), and higher white blood cell-neutrophil ratio (NWR) (HR 1.04; 95%CI, 1.04-1.07; P = 0.004). Areas under the ROC curve (AUC) for age, NWR, PCT, age*NWR were 0.70 (95%CI: 0.62-0.77), 0.82 (95%CI: 0.75-0.90), 0.64 (95%CI: 0.55-0.73), and 0.89 (0.85,0.94). CONCLUSION We discovered that old age, high levels of NWR and PCT might be predictors of mortality, reported the causes and prognostic predictors of mortality in hemodialysis populations with COVID-19 from northern Hunan, China.
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Affiliation(s)
- Zhangxiu He
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Zhong Peng
- Department of Gastroenterolog, Yiyang Central Hospital, Yiyang, Hunan, China
| | - Ning Gao
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
| | - Shuzhu Zhong
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Fengyi Yu
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
- Department of Gastroenterolog, Yiyang Central Hospital, Yiyang, Hunan, China
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Zixu Tang
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
- Department of Gastroenterolog, Yiyang Central Hospital, Yiyang, Hunan, China
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Zihao Liao
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
- Department of Gastroenterolog, Yiyang Central Hospital, Yiyang, Hunan, China
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Song Zhao
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Gloria Umwiza
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China
| | - Ming Chen
- The First Affiliated Hospital of Hengyang Medical School, University of South China, Hengyang, Hunan Province, 413000, PR China.
| | - Wei Long
- Department of Nephrology, Yiyang Central Hospital, 118 Kangfubei Road, Yiyang, Hunan Province, 413000, PR China.
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13
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Chen CH, Huang RL, Liu CC, Hong C, Chen Y, Shen CF, Cheng CM. Paper-Based procalcitonin and Interleukin-6 test strip with Spectrum-Based optical reader for enterovirus severity differentiation in children. Clin Chim Acta 2025; 565:119942. [PMID: 39214397 DOI: 10.1016/j.cca.2024.119942] [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] [Received: 04/12/2024] [Revised: 08/10/2024] [Accepted: 08/23/2024] [Indexed: 09/04/2024]
Abstract
Infectious diseases significantly impact global health, necessitating prompt diagnosis to mitigate life-threatening sepsis risk. Identifying patients at risk of severe neurological complications from enterovirus infections is challenging due to nonspecific initial presentations. Point-of-care testing (POCT) has emerged as a transformative tool, with low-cost lateral-flow colorimetric assays showing promise in deployable POCT devices. We developed a PCT/IL-6 rapid diagnostic system integrating lateral flow assay (LFA) test strips and a portable optical spectrum reader, allowing simultaneous semi-quantitative measurement of serum PCT and IL-6 within 30 min at the point of care. The system demonstrated a strong correlation with traditional ELISA and effectively differentiated severe pediatric enterovirus cases using serum samples. IL-6 showed superior discriminatory ability over PCT in identifying patients with severe neurological complications. This novel diagnostic platform holds great potential for early sepsis recognition and infectious disease management, especially in resource-limited settings.
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Affiliation(s)
- Cheng-Han Chen
- Department of Emergency Medicine, Taipei Veterans General Hospital, Taipei 11217, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei 11221, Taiwan
| | - Rui-Ling Huang
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Ching-Chuan Liu
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan
| | | | - Yunching Chen
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan
| | - Ching-Fen Shen
- Department of Pediatrics, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan; Institute of Clinical Medicine, College of Medicine, National Cheng Kung University, Tainan 70101, Taiwan.
| | - Chao-Min Cheng
- Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan.
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14
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Majumder S, Nandi M, Mondal S, Sen S. Role of serum procalcitonin in differentiating disease flare and systemic bacterial infection among febrile children with known chronic rheumatic diseases: a cross-sectional study. Turk J Pediatr 2024; 66:681-689. [PMID: 39807737 DOI: 10.24953/turkjpediatr.2024.4889] [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] [Received: 06/27/2024] [Accepted: 09/30/2024] [Indexed: 01/16/2025]
Abstract
OBJECTIVES To evaluate the role of serum procalcitonin (PCT) as a diagnostic tool to differentiate bacterial sepsis from flare-ups during febrile episodes in children with known rheumatic disorders compared to other inflammatory markers like C-reactive protein (CRP), and erythrocyte sedimentation rate (ESR). METHODS Previously diagnosed patients with known rheumatic disorders presenting in emergency or outpatient departments with febrile episodes were included in the study. Blood samples were collected upon admission to test for signs of infection, including serum PCT levels with routine laboratory and radiological tests. Patients with juvenile idiopathic arthritis (JIA) and systemic lupus erythematosus (SLE) were stratified using the Juvenile Arthritis Disease Activity Score (JADAS-27) and SLE Disease Activity Index (SLEDAI) respectively. Patients without bacterial focus with high disease activity were included in the flare-up group and the rest in the sepsis cohort. The diagnostic value of PCT was calculated using receiver operating characteristic (ROC) curve analysis. RESULTS In the study (N=73), 41 (56.2%) patients were previously diagnosed with JIA and 28 (38.3%) had SLE. 38 patients had definite evidence of sepsis and 35 had disease flare-ups as per respective disease activity scores. There was a significant difference in PCT and CRP among the flare-up and sepsis groups. For detecting sepsis, the area under curve (0.959), sensitivity (94.7%), and specificity (74.3%) of PCT at a cut-off of 0.275 ng/mL were significantly better than those of CRP. CONCLUSION PCT is a better diagnostic test than CRP or ESR during febrile episodes in differentiating flare-ups from infection and PCT >0.275 ng/mL indicates bacterial infection with good specificity and sensitivity in children with low disease activity.
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Affiliation(s)
- Srinanda Majumder
- Department of Pediatrics, Nilratan Sircar Medical College and Hospital, Kolkata, West Bengal, India
| | - Madhumita Nandi
- Department of Pediatrics, North Bengal Medical College and Hospital, Darjeeling, West Bengal, India
| | - Sayantan Mondal
- Department of Pediatrics, RG Kar Medical College and Hospital, Kolkata, West Bengal, India
| | - Sandipan Sen
- Department of Pediatrics, Nilratan Sircar Medical College and Hospital, Kolkata, West Bengal, India
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15
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Ceylan B, Olmuşçelik O, Karaalioğlu B, Ceylan Ş, Şahin M, Aydın S, Yılmaz E, Dumlu R, Kapmaz M, Çiçek Y, Kansu A, Duger M, Mert A. Predicting Severe Respiratory Failure in Patients with COVID-19: A Machine Learning Approach. J Clin Med 2024; 13:7386. [PMID: 39685844 DOI: 10.3390/jcm13237386] [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: 09/18/2024] [Revised: 10/23/2024] [Accepted: 11/19/2024] [Indexed: 12/18/2024] Open
Abstract
Background/Objectives: Studies attempting to predict the development of severe respiratory failure in patients with a COVID-19 infection using machine learning algorithms have yielded different results due to differences in variable selection. We aimed to predict the development of severe respiratory failure, defined as the need for high-flow oxygen support, continuous positive airway pressure, or mechanical ventilation, in patients with COVID-19, using machine learning algorithms to identify the most important variables in achieving this prediction. Methods: This retrospective, cross-sectional study included COVID-19 patients with mild respiratory failure (mostly receiving oxygen through a mask or nasal cannula). We used XGBoost, support vector machines, multi-layer perceptron, k-nearest neighbor, random forests, decision trees, logistic regression, and naïve Bayes methods to accurately predict severe respiratory failure in these patients. Results: A total of 320 patients (62.1% male; average age, 54.67 ± 15.82 years) were included in this study. During the follow-ups of these cases, 114 patients (35.6%) required high-level oxygen support, 67 (20.9%) required intensive care unit admission, and 43 (13.4%) died. The machine learning algorithms with the highest accuracy values were XGBoost, support vector machines, k-nearest neighbor, logistic regression, and multi-layer perceptron (0.7395, 0.7395, 0.7291, 0.7187, and 0.75, respectively). The method that obtained the highest ROC-AUC value was logistic regression (ROC-AUC = 0.7274). The best predictors of severe respiratory failure were a low lymphocyte count, a high computed tomography score in the right and left upper lung zones, an elevated neutrophil count, a small decrease in CRP levels on the third day of admission, a high Charlson comorbidity index score, and a high serum procalcitonin level. Conclusions: The development of severe respiratory failure in patients with COVID-19 could be successfully predicted using machine learning methods, especially logistic regression, and the best predictors of severe respiratory failure were the lymphocyte count and the degree of upper lung zone involvement.
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Affiliation(s)
- Bahadır Ceylan
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Oktay Olmuşçelik
- Department of Internal Medicine, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Banu Karaalioğlu
- Department of Radiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Şule Ceylan
- Department of Nuclear Medicine, University of Health Science, Gaziosmanpaşa Training ve Research Hospital, Istanbul 34668, Türkyie
| | - Meyha Şahin
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Selda Aydın
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Ezgi Yılmaz
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Rıdvan Dumlu
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Mahir Kapmaz
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Yeliz Çiçek
- Department of Infectious Diseases and Clinical Microbiology, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Abdullah Kansu
- Department of Chest Diseases, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Mustafa Duger
- Department of Chest Diseases, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
| | - Ali Mert
- Department of Internal Medicine, Medical Faculty, Istanbul Medipol University, Istanbul 34214, Türkyie
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16
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Jandric M, Zlojutro B, Momcicevic D, Dragic S, Topolovac S, Kovacevic T, Kovacevic P. Incidental diagnosis of medullary thyroid microcarcinoma in COVID-19 patient with elevated procalcitonin levels. Arch Clin Cases 2024; 11:98-101. [PMID: 39639916 PMCID: PMC11615157 DOI: 10.22551/2024.45.1104.10297] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/07/2024] Open
Abstract
A 38-year-old male patient was admitted to the Medical Intensive Care Unit during the second wave of the coronavirus disease (COVID-19) pandemic presenting with fever, headache, muscle pain, and cough. The low-dose chest computed tomography (CT) result was normal, but an increased serum level of procalcitonin (PCT) was detected. Due to COVID-19, pronounced symptoms, and increased inflammatory markers, empiric antibiotic therapy was started. PCT level remained elevated despite 7 days of antimicrobial treatment. Hence, the diagnostic evaluation of the patient was expanded, and we identified medullary thyroid microcarcinoma. After diagnosis, a total thyroidectomy with cervical lymph node resection was performed, and the patient was discharged with oral levothyroxine. Control measurements of serum calcitonin and 18F-fluorodihydroxyphenylalanine positron emission tomography (18F-PET/CT) showed cervical and mediastinal lymph node metastases. Beside surgical treatment, the patient was not motivated for any adjuvant therapy and no new lesions were detected on control PET/CT two years after. In conclusion, clinicians should also consider malignancies such as medullary thyroid carcinoma as a potential cause of increased PCT levels, and as a next step should measure serum calcitonin level and perform neck ultrasound.
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Affiliation(s)
- Milka Jandric
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
| | - Biljana Zlojutro
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
| | - Danica Momcicevic
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
| | - Sasa Dragic
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
| | - Sandra Topolovac
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
| | - Tijana Kovacevic
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
- Faculty of Medicine, University of Banja Luka, Banja Luka, the Republic of Srpska, Bosnia and Herzegovina
| | - Pedja Kovacevic
- Medical Intensive Care Unit, University Clinical Centre of the Republic of Srpska, Banja Luka, Bosnia and Herzegovina
- Faculty of Medicine, University of Banja Luka, Banja Luka, the Republic of Srpska, Bosnia and Herzegovina
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17
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Omaggio L, Franzetti L, Caiazzo R, Coppola C, Valentino MS, Giacomet V. Utility of C-reactive protein and procalcitonin in community-acquired pneumonia in children: a narrative review. Curr Med Res Opin 2024; 40:2191-2200. [PMID: 39494704 DOI: 10.1080/03007995.2024.2425383] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Revised: 10/23/2024] [Accepted: 10/31/2024] [Indexed: 11/05/2024]
Abstract
The purpose of this narrative review is to analyze the most recent studies about the role of C-reactive protein (CRP) and procalcitonin (PCT), two of the main biomarkers of infection, in distinguishing viral from bacterial etiology, in predicting the severity of infection and in guiding antibiotic stewardship in children with community-acquired pneumonia (CAP). The studies examined reveal that both CRP and PCT play a valuable role in diagnosing pediatric CAP, though each has limitations. CRP has moderate accuracy in distinguishing bacterial from viral infections, but its elevated levels are not exclusive to bacterial infections; PCT, however, shows higher specificity for bacterial CAP, with studies confirming its ability to differentiate bacterial causes, especially in severe cases. When integrated with clinical findings, CRP and PCT improve the sensitivity of pneumonia diagnoses and help in predicting severe outcomes such as sepsis and empyema; furthermore, both biomarkers prove useful in guiding antibiotic therapy, with PCT showing a more dynamic response to treatment. However, even though CRP and PCT offer valuable insights into the diagnosis and management of pediatric CAP, their application should be always integrated with clinical assessment rather than used in isolation. More studies are needed to define standardized thresholds and decision algorithms that incorporate these biomarkers.
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Affiliation(s)
- Laura Omaggio
- Pediatric Infectious Disease Unit, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Letizia Franzetti
- Pediatric Infectious Disease Unit, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Roberta Caiazzo
- Pediatric Infectious Disease Unit, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Crescenzo Coppola
- Pediatric Infectious Disease Unit, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Maria Sole Valentino
- Pediatric Infectious Disease Unit, Luigi Sacco Hospital, University of Milan, Milan, Italy
| | - Vania Giacomet
- Pediatric Infectious Disease Unit, Luigi Sacco Hospital, University of Milan, Milan, Italy
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18
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Sun J, Cheng K, Xie Y. Urinary Tract Infections Detection with Molecular Biomarkers. Biomolecules 2024; 14:1540. [PMID: 39766247 PMCID: PMC11673847 DOI: 10.3390/biom14121540] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 11/22/2024] [Accepted: 11/27/2024] [Indexed: 01/11/2025] Open
Abstract
Urinary tract infection (UTI) is the most prevalent kind of pathogenic bacteria infection, and the midstream urine culture is regarded as the gold standard in UTI diagnosis. Recently, even with modern media and techniques such as polymerase chain reaction (PCR), urinary cultures still create a considerable workload for hospital laboratories. Other UTI-detecting methods, such as flow cytometry and lateral flow immunoassay, suffer from various drawbacks like long time consumption and low sensitivity. Therefore, looking for reliable biomarkers in UTI is urgently needed. In this review, the current definitions of UTI can be basically divided into two main categories: uncomplicated UTI and complicated UTI. In light of anatomical sites, it can be classified as either lower UTI or upper UTI. We take the classification of UTI as a clue and review the reported extensive literature to classify the existing studied markers into the following three categories: Biomarkers used clinically; Promising biomarkers; and Controversial biomarkers. Particularly, the nucleic acid-associated, metabolomic, and lipidomic biomarkers are highlighted. At the end, we discuss the challenges and prospects of biomarkers in UTI, hoping to further inspire the diagnosis of UTI.
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Affiliation(s)
- Jiayi Sun
- Xiangya Hospital, Central South University, Changsha 410008, China;
| | - Kai Cheng
- Department of Urology, Xiangya Hospital, Central South University, Changsha 410008, China;
| | - Yanyun Xie
- Department of Nephrology, Xiangya Hospital, Central South University, Changsha 410008, China
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19
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Lisieska-Żołnierczyk S, Gajęcka M, Zielonka Ł, Dąbrowski M, Gajęcki MT. Blood levels of zearalenone, thyroid-stimulating hormone, and thyroid hormones in patients with colorectal cancer. Toxicon 2024; 251:108125. [PMID: 39395743 DOI: 10.1016/j.toxicon.2024.108125] [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] [Received: 09/02/2024] [Revised: 10/02/2024] [Accepted: 10/09/2024] [Indexed: 10/14/2024]
Abstract
Mycotoxins are secondary metabolites produced by various species of mold fungi commonly found in plant materials. Zearalenone (ZEN) adversely affects the endocrine system. This study aimed to determine whether thyroid-stimulating hormone (TSH), procalcitonin (PCT), free triiodothyronine (fT3), and free thyroxine (fT4) levels are altered during natural zearalenone mycotoxicosis in patients diagnosed with sigmoid colon cancer (SCC) or colorectal cancer (CRC). A study was conducted on women and men diagnosed with SCC or CRC accompanied by the presence or absence (Patients Without ZEN - PWZ group) of ZEN in the blood. The PWZ group consisted of 17 patients with symptoms of SCC and CRC in whom ZEN and its metabolites were not detected in peripheral blood. The experimental (empirical) groups included a total of 16 SCC and CRC patients who tested positive for ZEN, but not its metabolites. TSH values in both sexes were within the upper limit of the reference range (0.27-4.2 μIU/mL) adopted by the hospital laboratory and corresponded to the upper second tertile and the lower third tertile. PCT values demonstrated that SCC and CRC were accompanied by a systemic or local bacterial infection. All mean values of fT3 were in the middle of the reference range, and the mean values of fT4 were within the upper reference limit. The fT3/fT4 prognostic marker was somewhat above the cut-off point of 0.22. These results indicate that in postmenopausal women and andropausal men who were diagnosed with SCC and CRC and were exposed to food-borne ZEN, higher values of the prognostic marker (fT3/fT4) were associated with an unfavorable prognosis. The study also revealed that the more distal the neoplastic lesions in the colon, the higher the percentage of both thyroid hormones, regardless of the patient's sex. The presence of ZEN in the diet alters thyroid activity in patients diagnosed with SCC and CRC.
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Affiliation(s)
- Sylwia Lisieska-Żołnierczyk
- Independent Public Health Care Center of the Ministry of the Interior and Administration and the Warmia and Mazury Oncology Center in Olsztyn, Wojska Polskiego 37, 10-228, Olsztyn, Poland.
| | - Magdalena Gajęcka
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718, Olsztyn, Poland.
| | - Łukasz Zielonka
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718, Olsztyn, Poland.
| | - Michał Dąbrowski
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718, Olsztyn, Poland.
| | - Maciej T Gajęcki
- Department of Veterinary Prevention and Feed Hygiene, Faculty of Veterinary Medicine, University of Warmia and Mazury in Olsztyn, Oczapowskiego 13, 10-718, Olsztyn, Poland.
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20
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Kang MK, Lee YR, Park SY, Seo KI, Lee SS, Kim BS, Song JE, Yoon JS, Hong YM, Yoon KT, Chung WJ, Park SH, Kim E, Jun KR, Park JG, Baek YH, Heo NY. Diagnostic performance of procalcitonin for bacterial infection in severe alcoholic hepatitis compared with C-reactive protein. BMC Gastroenterol 2024; 24:428. [PMID: 39587489 PMCID: PMC11587759 DOI: 10.1186/s12876-024-03519-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/16/2024] [Accepted: 11/14/2024] [Indexed: 11/27/2024] Open
Abstract
BACKGROUND Severe alcoholic hepatitis is a catastrophic disease with a mortality rate of up to 35-50% at 30 days. Bacterial infection is an important prognostic factor in patients with severe alcoholic hepatitis, but it is difficult to detect the presence of infection immediately. Procalcitonin (PCT) is a well-known inflammatory marker that can detect bacterial infections in various diseases early. Therefore, we aimed to evaluate the diagnostic accuracy of PCT for bacterial infection in severe alcoholic hepatitis. METHODS We prospectively enrolled patients with severe alcoholic hepatitis, defined as modified Maddrey's Discriminant Function ≥ 32, from 10 medical centers. At admission, we performed an initial evaluation including physical examination, laboratory test, radiology, blood and urine culture, PCT, and C-reactive protein (CRP). We compared the receiver operating characteristic (ROC) curves of PCT and CRP for bacterial infection, systemic inflammatory response syndrome (SIRS), and sepsis among total patients. RESULTS A total of 108 patients with severe alcoholic hepatitis were enrolled. The number of bacterial infections, SIRS, and sepsis were 31 (28.7%), 41 (38.0%), and 19 (17.6%), respectively. The patients with bacterial infection had significantly higher MELD scores (24.0 vs. 15.0), PCT levels (1.5 vs. 0.4 ng/mL), and CRP levels (4.9 vs. 2.5 mg/dL) compared to those without bacterial infection. The area under the ROC curve (AUROC) of PCT vs. CRP for bacterial infection was 0.752 and 0.655, respectively (P = 0.113). The AUROC of PCT vs. CRP for SIRS was 0.699 and 0.662, respectively (P = 0.490). The AUROC of PCT vs. CRP for sepsis was 0.780 and 0.630, respectively (P = 0.027). CONCLUSIONS Among patients with severe alcoholic hepatitis, PCT showed a trend of superior diagnostic performance in the early detection of bacterial infection and sepsis compared to CRP. Although PCT might have better potential to diagnose sepsis in the setting of severe alcoholic hepatitis, it is necessary to find more reliable diagnostic markers.
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Affiliation(s)
- Min Kyu Kang
- Department of Internal Medicine, College of Medicine, Yeungnam University, Daegu, Republic of Korea
| | - Yu Rim Lee
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Chilgok Hospital, Daegu, Republic of Korea
| | - Soo Young Park
- Department of Internal Medicine, School of Medicine, Kyungpook National University, Kyungpook National University Hospital, Daegu, Republic of Korea
| | - Kwang Il Seo
- Department of Internal Medicine, Kosin University Gospel Hospital, Kosin University College of Medicine, Busan, Republic of Korea
| | - Sang Soo Lee
- Department of Internal Medicine, Gyeongsang National University School of Medicine, Gyeongsang National University Changwon Hospital, Changwon, Republic of Korea
| | - Byung Seok Kim
- Department of Internal Medicine, Daegu Catholic University School of Medicine, Daegu, Republic of Korea
| | - Jeong Eun Song
- Department of Internal Medicine, Daegu Catholic University School of Medicine, Daegu, Republic of Korea
| | - Jun Sik Yoon
- Department of Internal Medicine, Inje University College of Medicine, Inje University Busan Paik Hospital, Busan, Republic of Korea
| | - Young Mi Hong
- Department of Internal Medicine, Pusan National University College of Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Ki Tae Yoon
- Department of Internal Medicine, Pusan National University College of Medicine, Pusan National University Yangsan Hospital, Yangsan, Republic of Korea
| | - Woo Jin Chung
- Department of Internal Medicine, Keimyung University Dongsan Medical Center, Daegu, Republic of Korea
| | - Seung Ha Park
- Department of Internal Medicine, Inje University College of Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Eunju Kim
- Department of Internal Medicine, Inje University College of Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Kyung Ran Jun
- Department of Laboratory Medicine, Inje University College of Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea
| | - Jung Gil Park
- Department of Internal Medicine, College of Medicine, Yeungnam University, Daegu, Republic of Korea
| | - Yang-Hyun Baek
- Department of Internal Medicine, Dong-A University College of Medicine, Busan, Republic of Korea.
| | - Nae-Yun Heo
- Department of Internal Medicine, Inje University College of Medicine, Inje University Haeundae Paik Hospital, Busan, Republic of Korea.
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21
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Kiya GT, Asefa ET, Abebe G, Mekonnen Z. Procalcitonin Guided Antibiotic Stewardship. Biomark Insights 2024; 19:11772719241298197. [PMID: 39559409 PMCID: PMC11571249 DOI: 10.1177/11772719241298197] [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: 07/30/2024] [Accepted: 10/21/2024] [Indexed: 11/20/2024] Open
Abstract
Despite infection and sepsis being a major public health challenge, early detection and timely management are often hindered by several factors. These includes the similarity of clinical presentations between infectious and non-infectious conditisons, as well as limitations of current diagnostic methods such as lengthy turnaround times and low sensitivity. Consequently, there is increasing interest in identifying biomarkers that can quickly and accurately differentiate bacterial sepsis from other inflammatory processes, whether infectious or non-infectious. Procalcitonin has emerged as one of the most extensively studied and utilized biomarkers in managing infection and sepsis, especially within the framework of antibiotic stewardship. This review aims to examine the role of Procalcitonin in guiding antibiotic stewardship. It explores the production and release of procalcitonin and its relevance in the context of infection and sepsis. The discussion focus on the clinical and economic impacts of using procalcitonin to guide the initiation and discontinuation of antibiotics in managing these conditions.
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Affiliation(s)
- Girum Tesfaye Kiya
- School of Medical Laboratory Sciences, Jimma University, Jimma, Ethiopia
| | | | - Gemeda Abebe
- School of Medical Laboratory Sciences, Jimma University, Jimma, Ethiopia
| | - Zeleke Mekonnen
- School of Medical Laboratory Sciences, Jimma University, Jimma, Ethiopia
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22
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Ishida H, Fukutomi T, Taniyama Y, Sato C, Okamoto H, Ozawa Y, Ando R, Shinozaki Y, Unno M, Kamei T. Serum C-reactive protein and procalcitonin levels in patients with pneumonia and anastomotic leakage in the postoperative period after esophagectomy. Gen Thorac Cardiovasc Surg 2024; 72:746-751. [PMID: 39073695 DOI: 10.1007/s11748-024-02065-3] [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] [Received: 06/18/2024] [Accepted: 07/22/2024] [Indexed: 07/30/2024]
Abstract
OBJECTIVE Despite being a less-invasive procedure, esophagectomy can cause severe infectious complications, such as pneumonia and anastomotic leakage. Herein, we aimed to clarify the inflammatory characteristics of pneumonia/anastomotic leakage after esophagectomy by assessing the difference between the postoperative trends of serum C-reactive protein (CRP) and procalcitonin (PCT) levels in patients with pneumonia/anastomotic leakage using the values on the consecutive postoperative day (POD). METHODS This study included 439 patients who underwent minimally invasive esophagectomy. Serum CRP and PCT levels were measured on PODs 1-7, 10, and 14. Pneumonia and anastomotic leakage were defined as Clavien-Dindo grades ≥ 2. RESULTS Pneumonia and anastomotic leakage occurred in 96 and 51 patients, respectively. The CRP and PCT levels peaked on POD 3 (11.6 ± 6.8 mg/dL) and POD 2 (0.69 ± 2.9 ng/mL), respectively. Between PODs 3 and 14, CRP levels were significantly higher in patients with pneumonia and anastomotic leakage than in those without complications (P < 0.001). Between PODs 3 and 14, PCT levels were significantly higher in patients with pneumonia; however, on most PODs, there were no significant differences in PCT levels between patients with and without anastomotic leakage. CONCLUSION Inflammatory reactions caused by pneumonia may be more intense than those caused by anastomotic leakage after esophagectomy. Postoperative trends in serum CRP and PCT levels may vary depending on the complication type. Pneumonia and anastomotic leakage after esophagectomy can be potentially distinguished by the postoperative trend of PCT values before detailed examinations, such as computed tomography and endoscopy.
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Affiliation(s)
- Hirotaka Ishida
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan.
| | - Toshiaki Fukutomi
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
- Department of Surgery, National Hospital Organization Mito Medical Center, Ibaraki, Japan
| | - Yusuke Taniyama
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Chiaki Sato
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Hiroshi Okamoto
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Yohei Ozawa
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Ryohei Ando
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Yasuharu Shinozaki
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Michiaki Unno
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
| | - Takashi Kamei
- Department of Surgery, Tohoku University Graduate School of Medicine, 1-1, Seiryo-Machi, Aoba-ku, Sendai-Shi, Miyagi, Japan
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23
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Ledeboer NA, Caldwell JM, Boyanton BL. Review: Diagnostic Potential for Collaborative Pharyngitis Biomarkers. J Infect Dis 2024; 230:S190-S196. [PMID: 39441193 PMCID: PMC11497841 DOI: 10.1093/infdis/jiae416] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2024] Open
Abstract
Pharyngitis is an inflammatory condition of the pharynx and/or tonsils commonly seen in both children and adults. Viruses and bacteria represent the most common encountered etiologic agents-yeast/fungi and parasites are infrequently implicated. Some of these are predominantly observed in unique populations (eg, immunocompromised or unvaccinated individuals). This manuscript (part 3 of 3) summarizes the current state of biomarker diagnostic testing and highlights the expanding role they will likely play in the expedited diagnosis and management of patients with acute pharyngitis. Biomarkers, in conjunction with rapid antigen and/or nucleic acid amplification testing, will likely become the standard of care to accurately diagnose the etiologic agent(s) of pharyngitis. This novel testing paradigm has the potential to guide appropriate patient management and antibiotic stewardship by accurately determining if the cause of pharyngitis is due to a viral or bacterial etiology.
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Affiliation(s)
- Nathan A Ledeboer
- Department of Pathology and Laboratory Medicine, Medical College of Wisconsin, Milwaukee
| | | | - Bobby L Boyanton
- Department of Pathology and Laboratory Medicine, Arkansas Children's Hospital, Little Rock, AR, USA
- Department of Pathology and Laboratory Medicine, University of Arkansas for Medical Sciences, Little Rock, Arkansas, USA
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24
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Pournaghi SJ, Jamialahmadi H, Pazhohan-Nezhad H, Moghbeli M, Saburi A, Eghbal F, Nakhlband A, Saburi E. Procalcitonin in inflammatory bowel disease: A diagnostic or prognostic marker. Pathol Res Pract 2024; 262:155548. [PMID: 39173465 DOI: 10.1016/j.prp.2024.155548] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2024] [Revised: 08/08/2024] [Accepted: 08/14/2024] [Indexed: 08/24/2024]
Abstract
Serological biomarkers have been rapidly progressing as non-invasive tests for the early detection of inflammatory bowel disease (IBD). Procalcitonin (PCT) is a novel acute-phase reactant protein that is elevated in the inflammatory process, especially in bacterial infections. This study aimed to review the diagnostic value of PCT in IBD activity. However, there were controversies about the role of PCT in the detecting of IBD disease activity. Studies showed varied diagnostic cut-points (ranging from 0.13 to 1.0 ng/dl) and sensitivity up to 93 %. Although the clear role of PCT as a valuable diagnostic marker was not identified in determining disease activity, PCT measurement in addition to other inflammatory markers can improve the diagnostic value of these markers. Moreover, further studies are required to confirm PCT's value in distinguishing IBD disease activity.
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Affiliation(s)
- Seyed-Javad Pournaghi
- Department of Gastroenterology and Liver Diseases School of Medicine, North Khorasan University of Medical Sciences, Bojnurd, Iran
| | - Hamid Jamialahmadi
- Department of Medical Genetics and Molecular Medicine, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Meysam Moghbeli
- Department of Medical Genetics and Molecular Medicine, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | | | - Fatemeh Eghbal
- Department of Medical Genetics, Next Generation Genetic polyclinic, Mashhad, Iran
| | - Ailar Nakhlband
- Research Center for Pharmaceutical Nanotechnology, Biomedicine Institute, Tabriz University of Medical Sciences, Tabriz, Iran
| | - Ehsan Saburi
- Department of Medical Genetics and Molecular Medicine, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran; Medical Genetics Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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25
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Gong W, Gao K, Shan Z, Yang L, Fang P, Li C, Yang J, Ni J. Research progress of biomarkers in evaluating the severity and prognostic value of severe pneumonia in children. Front Pediatr 2024; 12:1417644. [PMID: 39411281 PMCID: PMC11473329 DOI: 10.3389/fped.2024.1417644] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/17/2024] [Accepted: 09/18/2024] [Indexed: 10/19/2024] Open
Abstract
Pneumonia is a serious and common infectious disease in children. If not treated in time, it may develop into severe pneumonia. Severe pneumonia in children is mainly characterized by hypoxia and acidosis, often accompanied by various complications such as sepsis and multiple organ dysfunction. Severe pneumonia has a rapid onset and progression, and a high mortality rate. Biomarkers assist clinicians in the early diagnosis and treatment of patients by quickly and accurately identifying their conditions and prognostic risks. In this study, common clinical and novel biomarkers of severe pneumonia in children were reviewed, and the application value of biomarkers related to the severity and prognosis of severe pneumonia in children was evaluated to provide help for early identification and precise intervention by clinicians.
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Affiliation(s)
- Weihua Gong
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Kaijie Gao
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Zhiming Shan
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Liu Yang
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Panpan Fang
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Ci Li
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Junmei Yang
- Department of Clinical Laboratory, Children's Hospital Affiliated to Zhengzhou University, Zhengzhou Key Laboratory of Children's Infection and Immunity, Zhengzhou, Henan, China
| | - Jiajia Ni
- Department of Detection and Diagnosis Technology Research, Guangzhou National Laboratory, Guangzhou, China
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26
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Satija S, Mitra LG, Sindwani G, Dhingra U, Yadav A, Arora M, Pamecha V. Pre-transplant Serum Procalcitonin as a Predictor of Early Post-transplant Sepsis and Mortality After Living Donor Liver Transplantation: A Prospective Observational Study. Cureus 2024; 16:e71364. [PMID: 39534825 PMCID: PMC11556410 DOI: 10.7759/cureus.71364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/13/2024] [Indexed: 11/16/2024] Open
Abstract
PURPOSE The early post-transplant period after liver transplantation is critical, as recipients are highly susceptible to sepsis due to their immune-compromised state. This study aimed to identify the association between preoperative procalcitonin and early post-transplant sepsis and mortality at one month after living donor liver transplantation (LDLT). METHODOLOGY All patients who underwent LDLT from July 2021 to December 2021 were recruited prospectively. Participants were divided into two groups based on preoperative PCT levels: elevated (>0.5 ng/ml) and low levels (<0.5 ng/ml). Serum procalcitonin (PCT) levels were measured on the day of transplant and on postoperative days 3 and 7. The relationship between preoperative PCT and post-transplant sepsis was evaluated using a Chi-square test, and receiver operating characteristic (ROC) curves were generated. RESULTS Sepsis occurred in 48.3% of patients, with a significant association between elevated preoperative PCT levels and early post-transplant sepsis (p=0.023). The ROC curve for preoperative PCT showed moderate predictive ability (area under curve (AUC)=0.664), while PCT levels on postoperative day 3 demonstrated better discriminatory power (AUC=0.790). PCT levels measured on day 7 also had good diagnostic accuracy, with an AUC of 0.843 and a significant difference between the sepsis and non-sepsis groups (p=0.002). The length of ICU stay was significantly longer in the sepsis group (p=0.009). Conclusion: Elevated preoperative PCT levels can predict early post-transplant sepsis in LDLT patients. PCT monitoring may enhance risk stratification and guide perioperative management, improving post-transplant outcomes.
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Affiliation(s)
- Sonam Satija
- Anaesthesiology, Institute of Liver and Biliary Sciences, Delhi, IND
| | - Lalita G Mitra
- Anaesthesiology, Critical Care and Pain, Homi Bhabha Cancer Hospital and Research Centre, New Chandigarh, New Chandigarh, IND
| | - Gaurav Sindwani
- Anaesthesiology, Institute of Liver and Biliary Sciences, Delhi, IND
| | - Udit Dhingra
- Anaesthesiology, Institute of Liver and Biliary Sciences, Delhi, IND
| | - Anil Yadav
- Anaesthesiology, Institute of Liver and Biliary Sciences, Delhi, IND
| | - Mahesh Arora
- Anaesthesiology, Institute of Liver and Biliary Sciences, Delhi, IND
| | - Viniyendra Pamecha
- Hepatopancretaobiliary Surgery, Institute of Liver and Biliary Sciences, Delhi, IND
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27
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Liao XY, Chen YT, Liu MJ, Liao QX, Lin JD, Lin HR, Huang YH, Zhou Y. COMPARISON OF OXIRIS AND CONVENTIONAL CONTINUOUS RENAL REPLACEMENT THERAPY IN MANAGING SEVERE ABDOMINAL INFECTIONS: IMPACT ON SEPTIC SHOCK MORTALITY. Shock 2024; 62:529-538. [PMID: 39158926 DOI: 10.1097/shk.0000000000002437] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/20/2024]
Abstract
ABSTRACT Objective: The objective of this study is to assess and compare the efficacy of oXiris with conventional continuous renal replacement therapy (CRRT) in managing severe abdominal infections. Methods: A retrospective analysis encompassing cases from 2017 to 2023 was conducted at the Department of Critical Care Medicine within the First Affiliated Hospital of Fujian Medical University. Parameters including heart rate (HR), mean arterial pressure (MAP), oxygenation index, lactate (Lac), platelet count, neutrophil ratio, procalcitonin, C-reactive protein (CRP), interleukin 6 (IL-6), norepinephrine dosage, Acute Physiology and Chronic Health Evaluation II (APACHE II), and Sequential Organ Failure Assessment (SOFA) were recorded prior to treatment initiation, at 24 h, and 72 h after treatment for both the oXiris and conventional CRRT groups. In addition, the duration of respiratory support, CRRT treatment, length of stay in the intensive care unit (ICU), total hospitalization period, and mortality rates at 14 and 28 days for both groups were recorded. Results: 1) Within the conventional CRRT group, notable enhancement was observed solely in Lac levels at 24 h after treatment compared with pretreatment levels. In addition, at 72 h after treatment, improvements were evident in HR, Lac, CRP, and IL-6 levels. 2) Conversely, the oXiris group exhibited improvements in HR, MAP, Lac, oxygenation index, neutrophil ratio, and IL-6 at 24 h after treatment when compared with baseline values. In addition, reductions were observed in APACHE II and SOFA scores. At 72 h after treatment, all parameters demonstrated enhancement except for platelet count. 3) Analysis of the changes in the indexes (Δ) between the two groups at 24 h after treatment revealed variances in HR, MAP, Lac, norepinephrine dosage, CRP levels, IL-6 levels, APACHE II scores, and SOFA scores. 4) The Δ indexes at 72 h after treatment indicated more significant improvements following oXiris treatment for both groups, except for procalcitonin. 5) The 14-day mortality rate (24.4%) exhibited a significant reduction in the oXiris group when compared with the conventional group (43.6%). However, no significant difference was observed in the 28-day mortality rate between the two groups. 6) Subsequent to multifactorial logistic regression analysis, the results indicated that oXiris treatment correlated with a noteworthy decrease in the 14-day and 28-day mortality rates associated with severe abdominal infections, by 71.3% and 67.6%, respectively. Conclusion: oXiris demonstrates clear advantages over conventional CRRT in the management of severe abdominal infections. Notably, it reduces the fatality rates, thereby establishing itself as a promising and potent therapeutic option.
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Affiliation(s)
- Xiu-Yu Liao
- Department of Intensive Care Unit, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
| | - Yu-Ting Chen
- Department of Gastroenterology, Fuzhou NO.1 Hospital, Fuzhou, Fujian Province, China
| | - Ming-Jun Liu
- Department of Infection, People's Hospital of YangJiang, YangJiang, Guangdong Province, China
| | - Qiu-Xia Liao
- Department of Intensive Care Unit, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
| | - Jian-Dong Lin
- Department of Intensive Care Unit, National Regional Medical Center, Binhai Campus of the First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
| | - Hai-Rong Lin
- Department of Intensive Care Unit, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
| | - Ying-Hong Huang
- Department of Intensive Care Unit, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
| | - Ye Zhou
- Department of Intensive Care Unit, First Affiliated Hospital of Fujian Medical University, Fuzhou, Fujian Province, China
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28
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Un Nisa Z, Ambreen A, Mustafa T. Persistently high plasma procalcitonin levels despite successful treatment of tuberculous pleuritis and tuberculous lymphadenitis patients. Sci Rep 2024; 14:22590. [PMID: 39343776 PMCID: PMC11439925 DOI: 10.1038/s41598-024-71627-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2024] [Accepted: 08/29/2024] [Indexed: 10/01/2024] Open
Abstract
In a prospective cohort study, we evaluated plasma PCT levels in 48 TB lymphadenitis (TBLN) and 41 TB pleuritis (TBPE) patients. Measurements of PCT were done in unstimulated plasma of microbiologically and clinically confirmed TBLN and TBPE patients registered for anti-TB treatment at a tertiary care hospital in Lahore, Pakistan. Plasma levels of PCT were found to be raised in 89% of the patients at baseline with a median of 1.5 ng/ml. Levels were higher (p = 0.001) in TBLN as compared to TBPE (2.69, 0.96 ng/ml). PCT levels were not related to the bacterial burden depicted by culture positivity in these patients. PCT showed a negative correlation with the severity of constitutional symptoms (rho = - 0.238, p = 0.034), and inflammatory biomarkers; ferritin (rho = - 0.43, p < 0.001), INF-γ (rho = - 0.314, p = 0.003), TNF-α (rho = - 0.220, p = 0.039), IL-6 (rho = - 0.224, p = 0.035), and several chemokines of CCL and CCXL group. Raised plasma levels of PCT did not decrease with anti-TB treatment, indicating it is not a good biomarker to monitor treatment response in TBLN and TBPE patients. More studies with a larger number of confirmed EPTB cases are needed to define the role of PCT and its interaction with other biomarkers in EPTB.
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Affiliation(s)
- Zaib Un Nisa
- Department of Pathology, Gulab Devi Hospital, Lahore, Pakistan
- Department of Microbiology, Faculty of Science & Technology, University of Central Punjab, Lahore, Pakistan
| | - Atiqa Ambreen
- Department of Microbiology, Gulab Devi Hospital, Lahore, Pakistan
| | - Tehmina Mustafa
- Center for International Health, Department of Global Public Health and Primary Care, University of Bergen, Bergen, Norway.
- Department of Thoracic Medicine, Haukeland University Hospital, Bergen, Norway.
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29
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Raavi L, Isha S, Jonna S, Craver EC, Nataraja H, Jenkins A, Hanson AJ, Venkataraman AB, Balasubramanian P, Tekin A, Bansal V, Caples SM, Khan SA, Jain NK, LaNou AT, Kashyap R, Cartin-Ceba R, Patel BM, Milian RD, Venegas CP, Shapiro AB, Bhattacharyya A, Chaudhary S, Kiley SP, Erben YM, Quinones QJ, Patel NM, Guru PK, Franco PM, Roy A, Sanghavi DK. Association of antibiotics with the outcomes in COVID-19 pneumonia patients with elevated PCT levels. Respir Med 2024; 231:107697. [PMID: 38857810 DOI: 10.1016/j.rmed.2024.107697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2024] [Revised: 05/29/2024] [Accepted: 06/05/2024] [Indexed: 06/12/2024]
Abstract
OBJECTIVE To assess antibiotics impact on outcomes in COVID-19 pneumonia patients with varying procalcitonin (PCT) levels. METHODS This retrospective cohort study included 3665 COVID-19 pneumonia patients hospitalized at five Mayo Clinic sites (March 2020 to June 2022). PCT levels were measured at admission. Patients' antibiotics use and outcomes were collected via the Society of Critical Care Medicine (SCCM) Viral Infection and Respiratory Illness Universal Study (VIRUS) registry. Patients were stratified into high and low PCT groups based on the first available PCT result. The distinction between high and low PCT was demarcated at both 0.25 ng/ml and 0.50 ng/ml. RESULTS Our cohort consisted of 3665 patients admitted with COVID-19 pneumonia. The population was predominantly male, Caucasian and non-Hispanic. With the PCT cut-off of 0.25 ng/ml, 2375 (64.8 %) patients had a PCT level <0.25 ng/mL, and 1290 (35.2 %) had PCT ≥0.25 ng/ml. While when the PCT cut off of 0.50 ng/ml was used we observed 2934 (80.05 %) patients with a PCT <0.50 ng/ml while 731(19.94 %) patients had a PCT ≥0.50 ng/ml. Patients with higher PCT levels exhibited significantly higher rates of bacterial infections (0.25 ng/ml cut-off: 4.2 % vs 7.9 %; 0.50 ng/ml cut-off: 4.6 % vs 9.2 %). Antibiotics were used in 66.0 % of the cohort. Regardless of the PCT cutoffs, the antibiotics group showed increased hospital length of stay (LOS), intensive care unit (ICU) admission rate, and mortality. However, early de-escalation (<24 h) of antibiotics correlated with reduced hospital LOS, ICU LOS, and mortality. These results were consistent even after adjusting for confounders. CONCLUSION Our study shows a substantial number of COVID-19 pneumonia patients received antibiotics despite a low incidence of bacterial infections. Therefore, antibiotics use in COVID pneumonia patients with PCT <0.5 in the absence of clinical evidence of bacterial infection has no beneficial effect.
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Affiliation(s)
- Lekhya Raavi
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Shahin Isha
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Sadhana Jonna
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Emily C Craver
- Department of Quantitative Health Sciences, Mayo Clinic in Florida, USA
| | | | - Anna Jenkins
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Abby J Hanson
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | | | | | - Aysun Tekin
- Department of Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Vikas Bansal
- Department of Critical Care Medicine, Mayo Clinic, Rochester, Minnesota, USA
| | - Sean M Caples
- Division of Pulmonary and Critical Care, Mayo Clinic, Rochester, Minnesota, USA
| | - Syed Anjum Khan
- Department of Critical Care Medicine, Mayo Clinic Health System in Mankato, USA
| | - Nitesh K Jain
- Department of Critical Care Medicine, Mayo Clinic Health System in Mankato, USA
| | - Abigail T LaNou
- Emergency Medicine and Critical Care, Mayo Clinic Health System, Eau Claire, WI, USA
| | - Rahul Kashyap
- Department of Anesthesia and Critical Care Medicine, Mayo Clinic Rochester, Minnesota, USA
| | | | - Bhavesh M Patel
- Department of Critical Care Medicine, Mayo Clinic, Arizona, USA
| | | | - Carla P Venegas
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Anna B Shapiro
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | | | - Sanjay Chaudhary
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Sean P Kiley
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Young M Erben
- Division of Vascular and Endovascular Surgery, Mayo Clinic, Jacksonville, FL, USA
| | | | - Neal M Patel
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | - Pramod K Guru
- Department of Critical Care Medicine, Mayo Clinic in Florida, USA
| | | | - Archana Roy
- Division of Hospital Internal Medicine, Mayo Clinic, Jacksonville, FL, USA
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30
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Sarani N, Dasgupta A, Enders M, Rowan L, Elsarraj H, Gralnek S, Shay M, Lemar LR, Simpson SQ, Cunningham MT, Zheng XL. Clinical Utility of Recently Food and Drug Administration-Approved IntelliSep Test (Sepsis Biomarker) for Early Diagnosis of Sepsis: Comparison with Other Biomarkers. J Clin Med 2024; 13:4852. [PMID: 39200994 PMCID: PMC11355800 DOI: 10.3390/jcm13164852] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2024] [Revised: 08/13/2024] [Accepted: 08/14/2024] [Indexed: 09/02/2024] Open
Abstract
Context: IntelliSep by Cytovale has received United States (U.S.) Food and Drug Administration (FDA) approval as a sepsis biomarker test. However, the clinical utility of this new test is not assessed in emergency departments. Objective: We investigated the clinical utility of this test using 44 patients visiting the emergency department at The University of Kansas Medical Center by comparing it with the monocyte distribution width (MDW) and other biomarkers including the von Willebrand factor (vWF) and ADAMTS13. Design and Methods: IntelliSep assesses the cellular host response via deformability cytometry of biophysical leukocyte properties and produces a score (IntelliSep Index; ISI: from 0.1 (lowest risk) to 10 (highest risk). We measured the ISI in 44 patients (19 high probability and 25 low probability of sepsis groups) using EDTA-anticoagulated blood. Left over plasma was used for measuring the plasma von Willebrand factor (vWF) and ADAMTS13 antigen by ELISA assays. The MDW was obtained during routine CBC analysis using a Beckman hematology analyzer. The lactate and high-sensitivity troponin I levels were measured using a Beckman analyzer. Procalcitonin was measured using a Cobas e801 analyzer. Results: The median ISI was twofold higher in the high-probability group than in the low-probability group (p < 0.01) while the median MDW was 34.5% higher in the high-probability group than in the low-probability group (p < 0.01). However, the correlation between the ISI and MDW was only modest (r = 0.66). In addition, significantly higher levels of plasma vWF antigen but lower levels of plasma ADAMTS13 antigen in the high-probability group were found, resulting in significantly higher vWF/ADAMTS13 ratios in the high-probability group than in the low-probability group. Conclusions: The new IntelliSep test along with vWF/ADAMTS13 ratios may be useful for the early diagnosis of sepsis in patients visiting the emergency department, which appears to be superior to the traditional marker, MDW.
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Affiliation(s)
- Nima Sarani
- Department of Emergency Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (N.S.); (M.E.); (L.R.); (L.R.L.)
| | - Amitava Dasgupta
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (A.D.); (H.E.); (S.G.); (M.S.); (M.T.C.)
| | - Maria Enders
- Department of Emergency Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (N.S.); (M.E.); (L.R.); (L.R.L.)
| | - Lauren Rowan
- Department of Emergency Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (N.S.); (M.E.); (L.R.); (L.R.L.)
| | - Hanan Elsarraj
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (A.D.); (H.E.); (S.G.); (M.S.); (M.T.C.)
| | - Sarah Gralnek
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (A.D.); (H.E.); (S.G.); (M.S.); (M.T.C.)
| | - Madison Shay
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (A.D.); (H.E.); (S.G.); (M.S.); (M.T.C.)
| | - Lucas R. Lemar
- Department of Emergency Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (N.S.); (M.E.); (L.R.); (L.R.L.)
| | - Steven Q. Simpson
- Department of Internal Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA;
| | - Mark T. Cunningham
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (A.D.); (H.E.); (S.G.); (M.S.); (M.T.C.)
| | - X. Long Zheng
- Department of Pathology and Laboratory Medicine, The University of Kansas Medical Center, Kansas City, KS 66160, USA; (A.D.); (H.E.); (S.G.); (M.S.); (M.T.C.)
- Institute of Reproductive Medicine and Developmental Sciences, The University of Kansas Medical Center, Kansas City, KS 66160, USA
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Elnagi EA, Al-Maqati TN, Maawadh RM, AlBahrani S, Al Khalaf FS, Alzahrani FM, Nazzal W, Alanazi M, Abdali AS, Al Atawi AS, Al-Jamea LH, Alshehri AM, ALshammari AA, Suliman RS, Al Bassam I. A Retrospective Study: Evaluating the Impact of the COVID-19 Pandemic on Inflammatory Markers in Hospitalized Patients. Infect Dis Rep 2024; 16:735-749. [PMID: 39195007 DOI: 10.3390/idr16040056] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/26/2024] [Revised: 07/27/2024] [Accepted: 08/02/2024] [Indexed: 08/29/2024] Open
Abstract
BACKGROUND The COVID-19 pandemic has had a significant impact globally, and understanding the relationship between inflammatory markers and disease progression is crucial for effective management. This retrospective study aimed to examine the association between various inflammatory markers, such as C-reactive protein (CRP), the erythrocyte sedimentation rate (ESR), lactate dehydrogenase (LDH), D-dimer, ferritin, and procalcitonin (PCT), and the characteristics of disease progression and outcomes in individuals affected by COVID-19. METHODS This study collected raw data from 470 patients who tested positive for SARS-CoV-2 using RT-PCR. RESULTS The logistic regression analysis revealed that elevated LDH levels were associated with male gender, ICU admission, low oxygen saturation (O2 < 93%), the need for mechanical ventilation, death, and the presence of lung infiltrates. Higher D-dimer levels were associated with older age, diabetes mellitus, cardiac disease, and low oxygen saturation. Ferritin levels were significantly associated with older age, ICU admission, low oxygen saturation, mechanical ventilation, and lung infiltrates. In contrast, CRP was only significant regarding lung infiltrates and procalcitonin levels were not significantly associated with any of the examined factors. CONCLUSION This study highlights the importance of monitoring key inflammatory markers, such as LDH, D-dimer, and ferritin, as they are significantly associated with the severity of COVID-19 illness. These findings can inform clinical decision-making and guide the development of targeted interventions to improve patient outcomes.
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Affiliation(s)
- Elmoeiz A Elnagi
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Thekra N Al-Maqati
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Rawan M Maawadh
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Salma AlBahrani
- Internal Medicine Department, King Fahad Military Medical Complex, Dhahran 34313, Saudi Arabia
| | - Faisal Salem Al Khalaf
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Faisal M Alzahrani
- Department of Clinical Laboratory Sciences, College of Applied Medical Sciences, Imam Abdulrahman Bin Faisal University, Dammam 34212, Saudi Arabia
| | - Wael Nazzal
- Department of Obstetrics and Gynecology, King Fahad Military Medical Complex, Dhahran 34313, Saudi Arabia
| | - Maha Alanazi
- Department of Pathology and Laboratory Medicine, King Fahad Specialist Hospital, Dammam 32253, Saudi Arabia
| | - Abdullah S Abdali
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Amjad Saleh Al Atawi
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Lamiaa H Al-Jamea
- Department of Medical Laboratory, King Fahad Military Medical Complex, Dhahran 34313, Saudi Arabia
| | - Ahmad Mohammad Alshehri
- Department of Medical Laboratory, King Fahad Military Medical Complex, Dhahran 34313, Saudi Arabia
| | - Adnan Awad ALshammari
- Department of Medical Laboratory, King Fahad Military Medical Complex, Dhahran 34313, Saudi Arabia
| | - Rania Saad Suliman
- Department of Clinical Laboratory Sciences, Prince Sultan Military College of Health Sciences, Dhahran 34313, Saudi Arabia
| | - Ibrahim Al Bassam
- Plastic and Reconstructive Surgery Unit, King Fahd Military Medical Complex, Dhahran 34313, Saudi Arabia
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Plata-Menchaca EP, Ruiz-Rodríguez JC, Ferrer R. Early Diagnosis of Sepsis: The Role of Biomarkers and Rapid Microbiological Tests. Semin Respir Crit Care Med 2024; 45:479-490. [PMID: 38950606 DOI: 10.1055/s-0044-1787270] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 07/03/2024]
Abstract
Sepsis is a medical emergency resulting from a dysregulated response to an infection, causing preventable deaths and a high burden of morbidity. Protocolized and accurate interventions in sepsis are time-critical. Therefore, earlier recognition of cases allows for preventive interventions, early treatment, and improved outcomes. Clinical diagnosis of sepsis by clinical scores cannot be considered an early diagnosis, given that underlying molecular pathophysiological mechanisms have been activated in the preceding hour or days. There is a lack of a widely available tool enhancing preclinical diagnosis of sepsis. Sophisticated technologies for sepsis prediction have several limitations, including high costs. Novel technologies for fast molecular and microbiological diagnosis are focusing on bedside point-of-care combined testing to reach most settings where sepsis represents a challenge.
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Affiliation(s)
- Erika P Plata-Menchaca
- Intensive Care Department, Shock, Organ Dysfunction, and Resuscitation (SODIR) Research Group, Vall d'Hebron Research Institute, Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Juan Carlos Ruiz-Rodríguez
- Intensive Care Department, Shock, Organ Dysfunction, and Resuscitation (SODIR) Research Group, Vall d'Hebron Research Institute, Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
| | - Ricard Ferrer
- Intensive Care Department, Shock, Organ Dysfunction, and Resuscitation (SODIR) Research Group, Vall d'Hebron Research Institute, Vall d'Hebron Hospital Universitari, Vall d'Hebron Barcelona Hospital Campus, Barcelona, Spain
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Bu S, Song L, Ding Y, Yang Y, Liang Y, Chai Y, Zhang P, Fu Y, Yuan R. Dual-Ligand Ruthenium Coordination Polymer-Derived Self-Enhanced Electrochemiluminescent Emitters for Sensitive Detection of Procalcitonin. Anal Chem 2024; 96:10809-10816. [PMID: 38886176 DOI: 10.1021/acs.analchem.4c02100] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/20/2024]
Abstract
Ru-based electrochemiluminescence (ECL) coordination polymers are widely employed for bioanalysis and medical diagnosis. However, commonly used Ru-based coordination polymers face the limitation of low efficiency due to the long distance between the ECL reagent and the coreactant dispersed in detecting solution. Herein, we report a dual-ligand self-enhanced ECL coordination polymer, composed of tris(4,4'-dicarboxylic acid-2,2'-bipyridyl) ruthenium(II) dichloride (Ru(dcbpy)32+) as ECL reactant ligand and ethylenediamine (EDA) as corresponding coreactant ligand into Zn2+ metal node, termed Zn-Ru-EDA. Zn-Ru-EDA shows excellent ECL performance which is attributed to the effective intramolecular electron transport between the two ligands. Furthermore, the dual-ligand polymer allows an anodic low excitation potential (+1.09 V) luminescence. The shift in the energy level of the highest occupied molecular orbital (HOMO) upward after the synthesis of the Zn-Ru-EDA has resulted in a reduced excitation potential. The low excitation potential reduced biomolecular damage and the destruction of the modified electrodes. The ECL biosensor has been constructed using Zn-Ru-EDA with high ECL efficiency for the ultrasensitive detection of a bacterial infection and sepsis biomarker, procalcitonin (PCT), in the range from 1.00 × 10-6 to 1.00 × 10 ng·mL-1 with outstanding selectivity, and the detection limit was as low as 0.47 fg·mL-1. Collectively, the dual-ligand-based self-enhanced polymer may provide an ideal strategy for high ECL efficiency improvement as well as designing new self-enhanced multiple-ligand-based coordination in sensitive biomolecular detection for early disease diagnostics.
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Affiliation(s)
- Shuchun Bu
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Li Song
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Yilan Ding
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Yuqin Yang
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Yufei Liang
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Yaqin Chai
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Pu Zhang
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Yingzi Fu
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
| | - Ruo Yuan
- Key Laboratory of Luminescence Analysis and Molecular Sensing (Southwest University), Ministry of Education, Chongqing Engineering Laboratory of Nanomaterials & Sensor Technologies, College of Chemistry and Chemical Engineering, Southwest University, Chongqing 400715, P.R. China
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Nadir Y, Kiran P, Erturk D, Barut HS, Degirmenci M, Karabulut SS, Senger SS. Optimal cut-off value of procalcitonin and procalcitonin/albumin ratio for predicting bacteremia among patients living with cancer: a test-negative case-control study. Curr Med Res Opin 2024; 40:1179-1185. [PMID: 38814135 DOI: 10.1080/03007995.2024.2362274] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/24/2023] [Accepted: 05/24/2024] [Indexed: 05/31/2024]
Abstract
OBJECTIVE The occurrence of bacteremia is critically important for the survival of cancer patients. Therefore, our study aims to evaluate the efficacy of procalcitonin (PCT) and the procalcitonin to albumin ratio (PAR) in predicting bacteremia among this population. METHODS In this retrospective test-negative case-control study, we included 903 hospitalized cancer patients, divided into two groups: the bacteremia-positive group (BSI group, n = 384) and the bacteremia-negative group (non-BSI group, n = 519). We assessed the diagnostic significance of PCT and PAR through receiver operating characteristic (ROC) analysis and determined the optimal cut-off values using Youden's index. RESULTS Both the duration of hospital stay and the 30-day mortality rate were significantly higher in the BSI group. The areas under the curve (AUC) for PAR and PCT were 0.749 (95% CI: 0.715-0.782) and 0.742 (95% CI: 0.708-0.776), respectively, indicating higher levels in the BSI group. The optimal cut-off values for predicting bacteremia were 0.72 for PAR and 1.32 for PCT. PAR showed the highest specificity (92.7%) and positive predictive value (PPV = 83.4%), while PCT demonstrated the highest sensitivity (51.3%) and negative predictive value (NPV = 71.6%). DISCUSSION This study is the first in the literature to suggest that PAR and PCT are valuable biomarkers for diagnosing bacteremia in cancer patients. The identified cut-off values offer practical thresholds for bacteremia diagnosis.
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Affiliation(s)
- Yasemin Nadir
- Izmir Provincial Health Directorate, Tepecik Training and Research Hospital, Izmir University of Health Sciences, Izmir, Turkey
| | - Pinar Kiran
- Faculty of Medicine, Dokuz Eylul University, Izmir, Turkey
| | - Damla Erturk
- Izmir Provincial Health Directorate, Tepecik Training and Research Hospital, Izmir University of Health Sciences, Izmir, Turkey
| | - Huseyin Sener Barut
- Izmir Provincial Health Directorate, Tepecik Training and Research Hospital, Izmir University of Health Sciences, Izmir, Turkey
| | - Mustafa Degirmenci
- Izmir Provincial Health Directorate, Tepecik Training and Research Hospital, Izmir University of Health Sciences, Izmir, Turkey
| | - Sevim Selen Karabulut
- Izmir Provincial Health Directorate, Tepecik Training and Research Hospital, Izmir University of Health Sciences, Izmir, Turkey
| | - Suheyla Serin Senger
- Izmir Provincial Health Directorate, Tepecik Training and Research Hospital, Izmir University of Health Sciences, Izmir, Turkey
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Schena CA, Covino M, Laterza V, Quero G, La Greca A, Cina C, de'Angelis N, Marchegiani F, Sganga G, Gasbarrini A, Franceschi F, Longo F, Alfieri S, Rosa F. The role of procalcitonin as a risk stratification tool of severity, prognosis, and need for surgery in patients with acute left-sided colonic diverticulitis. Surgery 2024; 176:162-171. [PMID: 38594101 DOI: 10.1016/j.surg.2024.02.032] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 02/22/2024] [Accepted: 02/29/2024] [Indexed: 04/11/2024]
Abstract
BACKGROUND Imaging-based classifications do not always reflect the clinical severity and prognosis of acute left-sided colonic diverticulitis. This study aims to investigate the role of an early procalcitonin assessment in the emergency department as a risk stratification tool for severity, prognosis, and need for surgery in patients with acute left-sided colonic diverticulitis. METHODS In this retrospective cohort study, all adult patients consecutively admitted from January 2015 to September 2020 for acute left-sided colonic diverticulitis and having a procalcitonin determination at admission were enrolled. The following data were collected: age, sex, comorbidities, laboratory parameters, level of urgency, clinical presentation, type of treatment, complications, and post-management outcomes. The association between the procalcitonin value at admission and the following endpoints was analyzed: type of treatment, classification of acute left-sided colonic diverticulitis, mortality, and type of surgery. RESULTS A total of 503 consecutive patients were enrolled. Procalcitonin >0.5 ng/mL emerged as an independent risk factor for complicated acute left-sided colonic diverticulitis (P = .007). Procalcitonin >0.5 ng/mL (P = .033), together with a history of complicated acute left-sided colonic diverticulitis (P < .001), abdominal pain (P = .04), bowel perforation (P < .001), and peritonitis (P < .001), was a significant risk factor for surgery. Procalcitonin >0.5 ng/mL (P = .007) and peritonitis (P = .03) emerged as independent risk factors for sigmoidectomy without colorectal anastomosis. Procalcitonin >0.5 ng/mL (P = .004), a higher level of urgency at admission (P = .005), Hartmann's procedure (P = .002), and the necessity of mechanical ventilation (P = .004) emerged as independent risk factors for mortality. CONCLUSION Procalcitonin >0.05 ng/mL at emergency department admission is a useful risk stratification tool for severity, prognosis, and need for surgical treatment in patients with acute left-sided colonic diverticulitis.
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Affiliation(s)
- Carlo Alberto Schena
- Department of Digestive Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy; Unit of Colorectal and Digestive Surgery, DIGEST Department, Beaujon University Hospital, AP-HP, University of Paris Cité, Clichy, France
| | - Marcello Covino
- School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Vito Laterza
- Department of Digestive Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy; Department of Digestive Surgical Oncology and Liver Transplantation, University Hospital of Besançon, France.
| | - Giuseppe Quero
- Department of Digestive Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy; School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Antonio La Greca
- School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Emergency and Trauma Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Caterina Cina
- Department of Emergency and Trauma Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Nicola de'Angelis
- Unit of Colorectal and Digestive Surgery, DIGEST Department, Beaujon University Hospital, AP-HP, University of Paris Cité, Clichy, France
| | - Francesco Marchegiani
- Unit of Colorectal and Digestive Surgery, DIGEST Department, Beaujon University Hospital, AP-HP, University of Paris Cité, Clichy, France
| | - Gabriele Sganga
- School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Emergency and Trauma Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Antonio Gasbarrini
- School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Internal Medicine and Gastroenterology, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Francesco Franceschi
- School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Fabio Longo
- Department of Digestive Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
| | - Sergio Alfieri
- Department of Digestive Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy; School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Fausto Rosa
- School of Medicine and Surgery, Università Cattolica del Sacro Cuore, Rome, Italy; Department of Emergency and Trauma Surgery, Fondazione Policlinico Universitario A. Gemelli, IRCCS, Rome, Italy
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Kokkoris S, Angelopoulos E, Gkoufa A, Christodouli F, Ntaidou T, Theodorou E, Dimopoulou G, Vasileiadis I, Kremmydas P, Routsi C. The Diagnostic Accuracy of Procalcitonin and Its Combination with Other Biomarkers for Candidemia in Critically Ill Patients. J Clin Med 2024; 13:3557. [PMID: 38930085 PMCID: PMC11204834 DOI: 10.3390/jcm13123557] [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: 04/23/2024] [Revised: 06/11/2024] [Accepted: 06/12/2024] [Indexed: 06/28/2024] Open
Abstract
Background: The aim of this study was to investigate the usefulness of serum procalcitonin (PCT), C-reactive protein (CRP), neutrophil to lymphocyte count ratio (NLR), and their combination, in distinguishing candidemia from bacteremia in intensive care unit (ICU) patients. Methods: This is a retrospective study in ICU patients with documented bloodstream infections (BSIs) and with both serum PCT and CRP measurements on the day of the positive blood sample. Illness severity was assessed by sequential organ failure assessment (SOFA) score on both admission and BSI day. Demographic, clinical, and laboratory data, including PCT and CRP levels and NLR on the day of the BSI, were recorded. Results: A total of 63 patients were included in the analysis, of whom 32 had bacteremia and 31 had candidemia. PCT, CRP, and NLR values were all significantly lower in candidemia compared with bacteremia (0.29 (0.14-0.69) vs. 1.73 (0.5-6.9) ng/mL, p < 0.001, 6.3 (2.4-11.8) vs. 19 (10.7-24.8) mg/dl, p < 0.001 and 6 (3.7-8.6) vs. 9.8 (5.3-16.3), p = 0.001, respectively). PCT was an independent risk factor for candidemia diagnosis (OR 0.153, 95%CI: 0.04-0.58, p = 0.006). A multivariable model consisting of the above three variables had better predictive ability (AUC-ROC = 0.88, p < 0.001), for candidemia diagnosis, as compared to that of PCT, CRP, and NLR, whose AUC-ROCs were all lower (0.81, p < 0.001, 0.78, p < 0.001, and 0.68, p = 0.015, respectively). Conclusions: A combination of routinely available laboratory tests, such as PCT, CRP, and NLR, could prove useful for the early identification of ICU patients with candidemia.
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Affiliation(s)
| | | | | | | | | | | | | | | | | | - Christina Routsi
- First Department of Critical Care Medicine and Pulmonary Services, Medical School, National and Kapodistrian University of Athens, Evangelismos Hospital, 45-47 Ipsilantou Street, 10676 Athens, Greece; (S.K.); (E.A.); (A.G.); (F.C.); (T.N.); (E.T.); (G.D.); (I.V.); (P.K.)
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Higashikawa T, Ito T, Ito T, Mizuno T, Ishigami K, Kuroki K, Maekawa N, Usuda D, Yoshida M, Morita T, Hamada K, Yano H, Takeshima K, Haraguchi T, Yamada S, Yamada S, Ushimoto T, Sangen R, Izumida T, Kiyosawa J, Ono T, Iguchi M, Wato Y, Nakahashi T, Kasamaki Y, Fukuda A, Kanda T, Morimoto S, Okuro M. Procalcitonin, brain natriuretic peptide and albumin as markers to predict prognosis in hospitalized older Japanese patients with a risk of infection. Geriatr Gerontol Int 2024; 24:571-576. [PMID: 38690756 DOI: 10.1111/ggi.14887] [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] [Received: 10/04/2023] [Revised: 04/05/2024] [Accepted: 04/14/2024] [Indexed: 05/03/2024]
Abstract
AIM Whether serum concentration of procalcitonin (PCT), brain natriuretic peptide (BNP) and albumin (Alb) have an association with the outcome of hospitalized older patients is unclear. We investigated clinical outcomes and any predictive factors in hospitalized Japanese older patients with a risk of infection. METHODS In the retrospective study, 820 Japanese patients were followed up for 30 days or until death. During the observation period, 656 patients survived and 164 patients died. The predictive factors of death were analyzed according to demographic and clinical variables. RESULTS The survival rate was decreased as the serum PCT increased from <0.5 to ≥10 ng/mL, as was also the case with BNP from <300 to ≥300 pg./mL, whereas low Alb (<2.5 g/dL) showed a lower survival rate than high Alb (≥2.5 g/dL; P < 0.01). Using the Cox regression model, the multivariable-adjusted hazard ratios (95% confidence interval) were as follows: PCT 0.5-2 versus <0.5 ng/mL: 1.61(1.04-2.49), PCT 2-10 versus <0.5 ng/mL: 1.91(1.15-3.16), PCT ≥10 versus <0.5 ng/mL: 2.90(1.84-4.59), high BNP 1.26 (0.89-1.76) and low Alb 0.68 (0.52-0.87). The mortality rate increased as the number of scores (PCT + BNP + Alb) increased. CONCLUSIONS Concentration-dependent high PCT, high BNP and low Alb were positive risk factors associated with poor prognosis in hospitalized older patients with a risk of infection. Geriatr Gerontol Int 2024; 24: 571-576.
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Affiliation(s)
- Toshihiro Higashikawa
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Toru Ito
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Tomohiko Ito
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Takuro Mizuno
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Keiichirou Ishigami
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Kengo Kuroki
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Naoto Maekawa
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Daisuke Usuda
- Department of Emergency and Critical Care Medicine, Juntendo University Nerima Hospital, Tokyo, Japan
| | - Michiteru Yoshida
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Takuro Morita
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Kazu Hamada
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Hiroshi Yano
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Kento Takeshima
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Takatoshi Haraguchi
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Shinya Yamada
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Sohsuke Yamada
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Tomoyuki Ushimoto
- Department of Emergency Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Ryusho Sangen
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Toshihide Izumida
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Jun Kiyosawa
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Taisuke Ono
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Masaharu Iguchi
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Yukihiro Wato
- Department of Emergency Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Takeshi Nakahashi
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Yuji Kasamaki
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Akihiro Fukuda
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Tsugiyasu Kanda
- Department of Geriatric Medicine, Kanazawa Medical University Himi Municipal Hospital, Toyama, Japan
| | - Shigeto Morimoto
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
| | - Masashi Okuro
- Department of Geriatric Medicine, Kanazawa Medical University, Kahoku-gun, Japan
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Koho N, Rajamäki MM, Viitanen SJ. Serum procalcitonin as a diagnostic biomarker in dogs with bacterial respiratory diseases. Vet Clin Pathol 2024; 53:273-279. [PMID: 38730224 DOI: 10.1111/vcp.13353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2023] [Revised: 03/11/2024] [Accepted: 04/02/2024] [Indexed: 05/12/2024]
Abstract
BACKGROUND Procalcitonin (PCT) is a useful biomarker in humans in the identification of bacterial respiratory infections. OBJECTIVES The aim of this study was to investigate the utility of serum PCT measurements as a diagnostic biomarker in canine bacterial lower respiratory tract diseases. METHODS PCT concentrations were measured in serum samples with an ELISA method previously validated for dogs. All dogs underwent thorough clinical examinations, and the diagnosis of respiratory disease was based on clinical and laboratory findings, diagnostic imaging, as well as cytology and bacterial culture of respiratory samples. PCT concentrations between different cohorts of dogs were compared with an ANOVA-model. RESULTS Sixty-two privately owned dogs with respiratory diseases, 25 with bacterial pneumonia (BP), 17 with bacterial bronchitis caused by Bordetella bronchiseptica (BB), and 20 with chronic bronchitis (CB) as well as 44 healthy controls were included in the study. Serum PCT concentrations in dogs with bacterial respiratory diseases (BP mean 51.8 ng/L ± standard deviation [SD] 40.6 ng/L and BB mean 61.4 ng/L ± SD 35.3 ng/L) were not significantly different when compared with dogs with a non-bacterial respiratory disease (CB mean 89.7 ± SD 73.5 ng/L) or healthy dogs (mean 51.0 ng/L ± SD 37.5 ng/L, p > .05 in all comparisons). CONCLUSIONS These results indicate that despite being a valuable diagnostic, prognostic, and follow-up marker in humans with pneumonia, serum PCT concentrations are not elevated in dogs with bacterial respiratory diseases and, therefore, cannot be used as a diagnostic biomarker in dogs.
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Affiliation(s)
- N Koho
- Department of Equine and Small Animal Medicine, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland
| | - M M Rajamäki
- Department of Equine and Small Animal Medicine, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland
| | - S J Viitanen
- Department of Equine and Small Animal Medicine, Faculty of Veterinary Medicine, University of Helsinki, Helsinki, Finland
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Mazlan MZ, Wan Azman WN, Yaacob NM, Koon TS, Yahya NK. Analytical Evaluation of Point-of-Care Finecare™ Procalcitonin Rapid Quantitative Test in Sepsis Population as Compared with Elecsys ® BRAHMS Procalcitonin Immunoassay. Diagnostics (Basel) 2024; 14:1080. [PMID: 38893607 PMCID: PMC11172286 DOI: 10.3390/diagnostics14111080] [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: 04/28/2024] [Revised: 05/16/2024] [Accepted: 05/16/2024] [Indexed: 06/21/2024] Open
Abstract
The study compared two plasma procalcitonin (PCT) assays, the point of care (POC) Finecare™ Procalcitonin Rapid Quantitative Test and the Elecsys® BRAHMS PCT immunoassay, in sepsis ICU patients. Forty-one plasma samples were analyzed, showing a strong correlation (r = 0.98) and no significant difference in PCT values. The mean POC PCT value was 4.46 ng/mL (SD 8.68), and for laboratory BRAHMS PCT, it was 4.67 ng/mL (SD 10.03). The study found a strong linear relationship between plasma POC PCT and laboratory BRAHMS PCT (r = 0.98). Different regression methods showed varying intercepts and slopes: Ordinary Least Squares had an intercept of 0.49 and a slope of 0.85; Deming regression showed an intercept of 0.43 and a slope of 0.86; Passing-Bablok regression showed an intercept of 0.02 and a slope of 1.08. Precision results for cut-offs of 0.5 ng/mL were a coefficient of variation (CV) of 5%, and for 2.5 ng/mL, the CV was 2.5%. The Pearson correlation coefficient (r) for linearity was ≥0.99. The study revealed no significant difference between the POC Finecare™ PCT and Elecsys® BRAHMS PCT immunoassay in sepsis samples from ICU patients, supported by strong correlation, minimal bias, a consistent CV, and linearity.
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Affiliation(s)
- Mohd Zulfakar Mazlan
- Department of Anaesthesiology and Intensive Care, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia
| | - Wan Norlina Wan Azman
- Department of Chemical Pathology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia; (W.N.W.A.); (T.S.K.)
| | - Najib Majdi Yaacob
- Biostatistics and Research Methodology Unit, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia;
| | - Tan Say Koon
- Department of Chemical Pathology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia; (W.N.W.A.); (T.S.K.)
| | - Nurul Khaiza Yahya
- Department of Immunology, School of Medical Sciences, Universiti Sains Malaysia, Kubang Kerian 16150, Kelantan, Malaysia;
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Akdagli Ekici A, Kisa A, Önder Turhan S. The evolution of sepsis publications and global productivity: A bibliometric analysis between 1980 and 2020. Medicine (Baltimore) 2024; 103:e37380. [PMID: 38518030 PMCID: PMC10956976 DOI: 10.1097/md.0000000000037380] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 02/05/2024] [Indexed: 03/24/2024] Open
Abstract
The literature study was conducted by using the Web of Science (WoS) database, employing bibliometric analysis to examine all papers released from 1980 to 2020. The search was performed using the terms "sepsis, septicemia, septic shock" specifically within the titles of the publications. The findings of the literature research revealed a total of 51,725 articles. Out of the total number of publications, 26,896 articles were identified, accounting for 51.9% of the total. The bibliometric study revealed that the United States had the largest number of papers (8693), followed by China (2807), Germany (2299), France (1606), and the United Kingdom (1932). The writers that exhibited the most prolific output in terms of article production on the topic of sepsis were Vincent, with a total of 217 articles, followed by Wang P with 154 articles, and Chaudry IH with 126 articles. The University of Pittsburgh, Brown University, and the University of Michigan were identified as the most productive universities, in that order. The findings from the prediction model revealed that the projected number of articles to be published in 2021 is estimated to be 2086, while the projected number for 2030 is estimated to be 2637. The literature has predominantly focused on disease markers and diagnostic methods, severity and effects of the disease, immunity and inflammation, effects of the disease in neonates and the neonatal period, and treatment and care. According to trend analysis results, recent focus in sepsis research includes a broad spectrum of investigations such as mortality rates, prognostic determinants, diagnostic methods, biomarkers, epidemiological insights, critical care strategies, infections, treatment outcomes, emergency department scenarios, pediatric assessments, and antibiotic interventions.
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Affiliation(s)
- Arzu Akdagli Ekici
- Faculty of Medicine, Department of Anesthesiology and Reanimation, Hitit University, Çorum, Turkey
| | - Alperen Kisa
- Department of Anesthesiology and Reanimation, Hitit University, Erol Olcok Training and Research Hospital, Çorum, Turkey
| | - Semin Önder Turhan
- Department of Anesthesiology and Reanimation, Hitit University, Erol Olcok Training and Research Hospital, Çorum, Turkey
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Beaumont R, Tang K, Gwee A. The Sensitivity and Specificity of Procalcitonin in Diagnosing Bacterial Sepsis in Neonates. Hosp Pediatr 2024; 14:199-208. [PMID: 38415310 DOI: 10.1542/hpeds.2023-007318] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024]
Abstract
CONTEXT AND OBJECTIVES Neonatal sepsis accounts for 15% of all neonatal deaths. Early detection enables prompt administration of antibiotic treatment, reducing morbidity and mortality. This study aims to review the sensitivity and specificity of procalcitonin in diagnosing microbiologically-proven sepsis in neonates to determine the optimal procalcitonin cut-off value for use in clinical practice. DATA SOURCES, STUDY SELECTION, AND DATA EXTRACTION Medline, EMBASE and PubMed were searched on 3 May 2023 for original studies in symptomatic neonates in whom both blood culture and procalcitonin levels were taken, and a procalcitonin cut-off with either sensitivity or specificity reported. Studies that included asymptomatic or culture-negative neonates in the proven sepsis group were excluded. Risk of bias was assessed using the Qualitative Assessment of Diagnostic Accuracy Studies 2 tool. RESULTS Nineteen original studies enrolling a total of 1920 symptomatic neonates (721 with proven sepsis) were included. Six studies used a procalcitonin cut-off of 0.5 ng/mL and found a sensitivity of 87% to 100% and specificity of 17% to 89%. Nine studies evaluated higher procalcitonin cut-off values between 0.99 ng/mL and 2 ng/mL, which were 67% to 98% sensitive and 41% to 89% specific. All other procalcitonin thresholds were neither sensitive nor specific. Meta-analysis was not performed because of high risk of bias within the identified studies. CONCLUSIONS This review found that procalcitonin was highly sensitive (87% to 100%) at a cut-off value of 0.5 ng/mL, although specificity varied greatly across all cut-off values reviewed. The variation in diagnostic accuracy between studies suggests that procalcitonin may be useful to guide antibiotic cessation but should not be used alone as a diagnostic marker for neonatal sepsis.
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Affiliation(s)
- Rachael Beaumont
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
- Infectious Diseases Group, Murdoch Children's Research Institute, Parkville, Australia
| | - Kailey Tang
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
| | - Amanda Gwee
- Department of Paediatrics, The University of Melbourne, Parkville, Australia
- Infectious Diseases Group, Murdoch Children's Research Institute, Parkville, Australia
- Infectious Diseases Unit, The Royal Children's Hospital, Melbourne, Parkville, Australia
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Ecesoy V, Ecesoy H. Is procalcitonin elevation always an indicator of bacterial infection? Arch Rheumatol 2024; 39:133-135. [PMID: 38774697 PMCID: PMC11104755 DOI: 10.46497/archrheumatol.2024.9940] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 03/22/2023] [Indexed: 05/24/2024] Open
Affiliation(s)
- Volkan Ecesoy
- Department of Biochemistry, Karamanoğlu Mehmetbey University, Karaman, Türkiye
| | - Hilal Ecesoy
- Department of Physical Theraphy and Rehabilitation, Division of Rheumatology, Karamanoğlu Mehmetbey University, Karaman, Türkiye
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Cai F, Cheng L, Liao X, Xie Y, Wang W, Zhang H, Lu J, Chen R, Chen C, Zhou X, Mo X, Hu G, Huang L. An Integrated Clinical and Computerized Tomography-Based Radiomic Feature Model to Separate Benign from Malignant Pleural Effusion. Respiration 2024; 103:406-416. [PMID: 38422997 DOI: 10.1159/000536517] [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] [Received: 11/06/2023] [Accepted: 01/24/2024] [Indexed: 03/02/2024] Open
Abstract
INTRODUCTION Distinguishing between malignant pleural effusion (MPE) and benign pleural effusion (BPE) poses a challenge in clinical practice. We aimed to construct and validate a combined model integrating radiomic features and clinical factors using computerized tomography (CT) images to differentiate between MPE and BPE. METHODS A retrospective inclusion of 315 patients with pleural effusion (PE) was conducted in this study (training cohort: n = 220; test cohort: n = 95). Radiomic features were extracted from CT images, and the dimensionality reduction and selection processes were carried out to obtain the optimal radiomic features. Logistic regression (LR), support vector machine (SVM), and random forest were employed to construct radiomic models. LR analyses were utilized to identify independent clinical risk factors to develop a clinical model. The combined model was created by integrating the optimal radiomic features with the independent clinical predictive factors. The discriminative ability of each model was assessed by receiver operating characteristic curves, calibration curves, and decision curve analysis (DCA). RESULTS Out of the total 1,834 radiomic features extracted, 15 optimal radiomic features explicitly related to MPE were picked to develop the radiomic model. Among the radiomic models, the SVM model demonstrated the highest predictive performance [area under the curve (AUC), training cohort: 0.876, test cohort: 0.774]. Six clinically independent predictive factors, including age, effusion laterality, procalcitonin, carcinoembryonic antigen, carbohydrate antigen 125 (CA125), and neuron-specific enolase (NSE), were selected for constructing the clinical model. The combined model (AUC: 0.932, 0.870) exhibited superior discriminative performance in the training and test cohorts compared to the clinical model (AUC: 0.850, 0.820) and the radiomic model (AUC: 0.876, 0.774). The calibration curves and DCA further confirmed the practicality of the combined model. CONCLUSION This study presented the development and validation of a combined model for distinguishing MPE and BPE. The combined model was a powerful tool for assisting in the clinical diagnosis of PE patients.
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Affiliation(s)
- Fangqi Cai
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China,
| | - Liwei Cheng
- Department of Spine Osteopathia, The First Affiliated Hospital of Guangxi Medical University, Nanning, China
| | - Xiaoling Liao
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Yuping Xie
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Wu Wang
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Haofeng Zhang
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Jinhua Lu
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Ru Chen
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Chunxia Chen
- Department of Clinical Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xing Zhou
- Department of Clinical Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Xiaoyun Mo
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Guoping Hu
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
| | - Luying Huang
- Department of Respiratory and Critical Care Medicine, The People's Hospital of Guangxi Zhuang Autonomous Region, Nanning, China
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Pandey S. Sepsis, Management & Advances in Metabolomics. Nanotheranostics 2024; 8:270-284. [PMID: 38577320 PMCID: PMC10988213 DOI: 10.7150/ntno.94071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Accepted: 02/08/2024] [Indexed: 04/06/2024] Open
Abstract
Though there have been developments in clinical care and management, early and accurate diagnosis and risk stratification are still bottlenecks in septic shock patients. Since septic shock is multifactorial with patient-specific underlying co-morbid conditions, early assessment of sepsis becomes challenging due to variable symptoms and clinical manifestations. Moreover, the treatment strategies are traditionally based on their progression and corresponding clinical symptoms, not personalized. The complex pathophysiology assures that a single biomarker cannot identify, stratify, and describe patients affected by septic shock. Traditional biomarkers like CRP, PCT, and cytokines are not sensitive and specific enough to be used entirely for a patient's diagnosis and prognosis. Thus, the need of the hour is a sensitive and specific biomarker after comprehensive analysis that may facilitate an early diagnosis, prognosis, and drug development. Integration of clinical data with metabolomics would provide means to understand the patient's condition, stratify patients better, and predict the clinical outcome.
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Affiliation(s)
- Swarnima Pandey
- University of Maryland, School of Pharmacy, Department of Pharmaceutical Sciences, Baltimore, MD, USA
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Li X, Zhang Y, Wang W, Meng Y, Chen H, Chu G, Li H, Qi X. An inflammation-based model for identifying severe acute pancreatitis: a single-center retrospective study. BMC Gastroenterol 2024; 24:63. [PMID: 38317108 PMCID: PMC10840143 DOI: 10.1186/s12876-024-03148-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Accepted: 01/25/2024] [Indexed: 02/07/2024] Open
Abstract
BACKGROUND AND AIMS Severe acute pancreatitis (SAP) is potentially lethal. Considering the role of inflammation in the progression of acute pancreatitis (AP), this study aims to develop a model based on inflammatory indexes for identifying the presence of SAP. METHODS Overall, 253 patients with AP who were consecutively admitted between July 2018 and November 2020 were screened, of whom 60 had SAP. Systemic immune-inflammation index (SII), neutrophil-to-lymphocyte ratio (NLR), platelet-to-lymphocyte ratio (PLR), lymphocyte-to-monocyte ratio (LMR), neutrophil-to-platelet ratio (NPR), systemic inflammation response index (SIRI), platelet-to-albumin ratio (PAR), C-reactive protein-to-albumin ratio (CAR), C-reactive protein-to-lymphocyte ratio (CLR), and triglyceride glucose (TyG) index were calculated. Multivariate logistic regression analyses were performed to identify independent risk factors of SAP. Then, inflammation-based models were established. Receiver operating characteristics (ROC) curve analyses were performed. Area under ROC curve (AUROC) was calculated. RESULTS Diabetes mellitus, fatty liver, high white blood cell count (WBC), C-reactive protein (CRP), red blood cell distribution width (RDW), procalcitonin (PCT), SII, NLR, NPR, CAR, CLR, and TyG index, and a low LMR were significantly associated with SAP. Considering the collinearity among these variables, 10 multivariate logistic regression analyses were separately performed. Finally, four independent inflammation-based models were established. Of them, the best one, which was calculated as follows: 1.204*fatty liver (yes = 1; no = 0) + 0.419*PCT + 0.005*CLR - 2.629, had an AUROC of 0.795 with a specificity of 73.4% and a sensitivity of 71.7%. CONCLUSION The inflammation-based model consisting of fatty liver, PCT, and CLR has a good diagnostic performance for SAP.
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Affiliation(s)
- Xiaotong Li
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China
- Postgraduate College, China Medical University, Shenyang, China
| | - Yiyan Zhang
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China
- Postgraduate College, China Medical University, Shenyang, China
| | - Weiwei Wang
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China
- Postgraduate College, Liaoning University of Traditional Chinese Medicine, Shenyang, China
| | - Yao Meng
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China
- Postgraduate College, Dalian Medical University, Dalian, China
| | - Huimin Chen
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China
- Postgraduate College, Dalian Medical University, Dalian, China
| | - Guiyang Chu
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China
- Information Section of Medical Security Center, General Hospital of Northern Theater Command, Shenyang, China
| | - Hongyu Li
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China.
- Postgraduate College, China Medical University, Shenyang, China.
- Postgraduate College, Liaoning University of Traditional Chinese Medicine, Shenyang, China.
- Postgraduate College, Dalian Medical University, Dalian, China.
| | - Xingshun Qi
- Department of Gastroenterology, General Hospital of Northern Theater Command, No. 83 Wenhua Road, Shenyang, 110840, Liaoning Province, China.
- Postgraduate College, China Medical University, Shenyang, China.
- Postgraduate College, Liaoning University of Traditional Chinese Medicine, Shenyang, China.
- Postgraduate College, Dalian Medical University, Dalian, China.
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Viderman D, Kotov A, Popov M, Abdildin Y. Machine and deep learning methods for clinical outcome prediction based on physiological data of COVID-19 patients: a scoping review. Int J Med Inform 2024; 182:105308. [PMID: 38091862 DOI: 10.1016/j.ijmedinf.2023.105308] [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] [Received: 09/15/2023] [Revised: 11/20/2023] [Accepted: 12/03/2023] [Indexed: 01/07/2024]
Abstract
INTRODUCTION Since the beginning of the COVID-19 pandemic, numerous machine and deep learning (MDL) methods have been proposed in the literature to analyze patient physiological data. The objective of this review is to summarize various aspects of these methods and assess their practical utility for predicting various clinical outcomes. METHODS We searched PubMed, Scopus, and Cochrane Library, screened and selected the studies matching the inclusion criteria. The clinical analysis focused on the characteristics of the patient cohorts in the studies included in this review, the specific tasks in the context of the COVID-19 pandemic that machine and deep learning methods were used for, and their practical limitations. The technical analysis focused on the details of specific MDL methods and their performance. RESULTS Analysis of the 48 selected studies revealed that the majority (∼54 %) of them examined the application of MDL methods for the prediction of survival/mortality-related patient outcomes, while a smaller fraction (∼13 %) of studies also examined applications to the prediction of patients' physiological outcomes and hospital resource utilization. 21 % of the studies examined the application of MDL methods to multiple clinical tasks. Machine and deep learning methods have been shown to be effective at predicting several outcomes of COVID-19 patients, such as disease severity, complications, intensive care unit (ICU) transfer, and mortality. MDL methods also achieved high accuracy in predicting the required number of ICU beds and ventilators. CONCLUSION Machine and deep learning methods have been shown to be valuable tools for predicting disease severity, organ dysfunction and failure, patient outcomes, and hospital resource utilization during the COVID-19 pandemic. The discovered knowledge and our conclusions and recommendations can also be useful to healthcare professionals and artificial intelligence researchers in managing future pandemics.
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Affiliation(s)
- Dmitriy Viderman
- Department of Surgery, School of Medicine, Nazarbayev University, Astana, Kazakhstan; Department of Anesthesiology, Intensive Care, and Pain Medicine, National Research Oncology Center, Astana, Kazakhstan.
| | - Alexander Kotov
- Department of Computer Science, College of Engineering, Wayne State University, Detroit, USA.
| | - Maxim Popov
- Department of Computer Science, School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan.
| | - Yerkin Abdildin
- Department of Mechanical and Aerospace Engineering, School of Engineering and Digital Sciences, Nazarbayev University, Astana, Kazakhstan.
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Ramasco F, Méndez R, Suarez de la Rica A, González de Castro R, Maseda E. Sepsis Stewardship: The Puzzle of Antibiotic Therapy in the Context of Individualization of Decision Making. J Pers Med 2024; 14:106. [PMID: 38248807 PMCID: PMC10820263 DOI: 10.3390/jpm14010106] [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: 12/23/2023] [Revised: 01/15/2024] [Accepted: 01/16/2024] [Indexed: 01/23/2024] Open
Abstract
The main recent change observed in the field of critical patient infection has been universal awareness of the need to make better use of antimicrobials, especially for the most serious cases, beyond the application of simple and effective formulas or rigid protocols. The increase in resistant microorganisms, the quantitative increase in major surgeries and interventional procedures in the highest risk patients, and the appearance of a significant number of new antibiotics in recent years (some very specifically directed against certain mechanisms of resistance and others with a broader spectrum of applications) have led us to shift our questions from "what to deal with" to "how to treat". There has been controversy about how best to approach antibiotic treatment of complex cases of sepsis. The individualized and adjusted dosage, the moment of its administration, the objective, and the selection of the regimen are pointed out as factors of special relevance in a critically ill patient where the frequency of resistant microorganisms, especially among the Enterobacterales group, and the emergence of multiple and diverse antibiotic treatment alternatives have made the appropriate choice of antibiotic treatment more complex, requiring a constant updating of knowledge and the creation of multidisciplinary teams to confront new infections that are difficult to treat. In this article, we have reviewed the phenomenon of the emergence of resistance to antibacterials and we have tried to share some of the ideas, such as stewardship, sparing carbapenems, and organizational, microbiological, pharmacological, and knowledge tools, that we have considered most useful and effective for individualized decision making that takes into account the current context of multidrug resistance. The greatest challenge, therefore, of decision making in this context lies in determining an effective, optimal, and balanced empirical antibiotic treatment.
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Affiliation(s)
- Fernando Ramasco
- Department of Anaesthesiology and Surgical Intensive Care, Hospital Universitario de La Princesa, Diego de León 62, 28006 Madrid, Spain; (R.M.); (A.S.d.l.R.)
| | - Rosa Méndez
- Department of Anaesthesiology and Surgical Intensive Care, Hospital Universitario de La Princesa, Diego de León 62, 28006 Madrid, Spain; (R.M.); (A.S.d.l.R.)
| | - Alejandro Suarez de la Rica
- Department of Anaesthesiology and Surgical Intensive Care, Hospital Universitario de La Princesa, Diego de León 62, 28006 Madrid, Spain; (R.M.); (A.S.d.l.R.)
| | - Rafael González de Castro
- Department of Anaesthesiology and Surgical Intensive Care, Hospital Universitario de León, 24071 León, Spain;
| | - Emilio Maseda
- Department of Anaesthesiology and Surgical Intensive Care, Hospital Universitario Quirón Sur Salud, 28922 Madrid, Spain;
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48
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Kumar NR, Balraj TA, Kempegowda SN, Prashant A. Multidrug-Resistant Sepsis: A Critical Healthcare Challenge. Antibiotics (Basel) 2024; 13:46. [PMID: 38247605 PMCID: PMC10812490 DOI: 10.3390/antibiotics13010046] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2023] [Revised: 12/25/2023] [Accepted: 12/28/2023] [Indexed: 01/23/2024] Open
Abstract
Sepsis globally accounts for an alarming annual toll of 48.9 million cases, resulting in 11 million deaths, and inflicts an economic burden of approximately USD 38 billion on the United States healthcare system. The rise of multidrug-resistant organisms (MDROs) has elevated the urgency surrounding the management of multidrug-resistant (MDR) sepsis, evolving into a critical global health concern. This review aims to provide a comprehensive overview of the current epidemiology of (MDR) sepsis and its associated healthcare challenges, particularly in critically ill hospitalized patients. Highlighted findings demonstrated the complex nature of (MDR) sepsis pathophysiology and the resulting immune responses, which significantly hinder sepsis treatment. Studies also revealed that aging, antibiotic overuse or abuse, inadequate empiric antibiotic therapy, and underlying comorbidities contribute significantly to recurrent sepsis, thereby leading to septic shock, multi-organ failure, and ultimately immune paralysis, which all contribute to high mortality rates among sepsis patients. Moreover, studies confirmed a correlation between elevated readmission rates and an increased risk of cognitive and organ dysfunction among sepsis patients, amplifying hospital-associated costs. To mitigate the impact of sepsis burden, researchers have directed their efforts towards innovative diagnostic methods like point-of-care testing (POCT) devices for rapid, accurate, and particularly bedside detection of sepsis; however, these methods are currently limited to detecting only a few resistance biomarkers, thus warranting further exploration. Numerous interventions have also been introduced to treat MDR sepsis, including combination therapy with antibiotics from two different classes and precision therapy, which involves personalized treatment strategies tailored to individual needs. Finally, addressing MDR-associated healthcare challenges at regional levels based on local pathogen resistance patterns emerges as a critical strategy for effective sepsis treatment and minimizing adverse effects.
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Affiliation(s)
- Nishitha R. Kumar
- Department of Biochemistry, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570004, India; (N.R.K.); (S.N.K.)
| | - Tejashree A. Balraj
- Department of Microbiology, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570004, India;
| | - Swetha N. Kempegowda
- Department of Biochemistry, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570004, India; (N.R.K.); (S.N.K.)
| | - Akila Prashant
- Department of Biochemistry, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570004, India; (N.R.K.); (S.N.K.)
- Department of Medical Genetics, JSS Medical College and Hospital, JSS Academy of Higher Education & Research, Mysuru 570004, India
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49
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Pizzi MA, Busl KM. Procalcitonin As Diagnostic Tool for CNS Infections-Overall, Not Good Enough (Yet?). Crit Care Med 2024; 52:163-165. [PMID: 38095527 DOI: 10.1097/ccm.0000000000006075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2023]
Affiliation(s)
- Michael A Pizzi
- Department of Neurology, Division of Neurocritical Care, University of Florida College of Medicine, Gainesville, FL
- Department of Neurosurgery, Division of Neurocritical Care, University of Florida College of Medicine, Gainesville, FL
| | - Katharina M Busl
- Department of Neurology, Division of Neurocritical Care, University of Florida College of Medicine, Gainesville, FL
- Department of Neurosurgery, Division of Neurocritical Care, University of Florida College of Medicine, Gainesville, FL
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50
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Liu J, Zhang Z, Dong J, Chen A, Qiu J, Li C. Electrochemical immunosensor based on hollow Pt@Cu 2O as a signal label for dual-mode detection of procalcitonin. Talanta 2024; 266:125018. [PMID: 37572476 DOI: 10.1016/j.talanta.2023.125018] [Citation(s) in RCA: 9] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2023] [Revised: 07/28/2023] [Accepted: 07/30/2023] [Indexed: 08/14/2023]
Abstract
As a reliable biomarker to evaluate the severity of sepsis, sensitive and accurate detection of procalcitonin (PCT) is essential. In this study, a dual-mode electrochemical immunosensor based on Au/ZIF-8 as substrate and Pt@Cu2O as signal label was constructed for the detection of PCT. By loading Au nanoparticles onto rhombic dodecahedral ZIF-8, the substrate (Au/ZIF-8) has large specific surface area and can immobilize antibody (Ab1) by Au-N bonds. Meanwhile, hollow Pt@Cu2O nanocomposite with excellent peroxidase-like activity and electrocatalytic activity were synthesized as signal label. In the process of electrochemical testing, Pt@Cu2O catalyzed the reduction of hydrogen peroxide (H2O2) and further promotes the oxidation of hydroquinone (HQ) to achieve the synergistic amplification of electrochemical signals. The proposed immunosensor detected PCT by amperometric i-t and differential pulse voltammetry (DPV) tests with a good linear response and low limit of detection (i-t: 0.70 fg/mL and DPV: 0.40 fg/mL) in the range of 10 fg/mL∼100 ng/mL. The immunosensor exhibited excellent sensitivity and accuracy, indicating the potential application of this method for PCT detection.
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Affiliation(s)
- Jie Liu
- School of Public Health, Chongqing Medical University, Chongqing, 400016, China
| | - Zixuan Zhang
- School of Public Health, Chongqing Medical University, Chongqing, 400016, China
| | - Jie Dong
- School of Public Health, Chongqing Medical University, Chongqing, 400016, China
| | - Anyi Chen
- School of Public Health, Chongqing Medical University, Chongqing, 400016, China
| | - Jingfu Qiu
- School of Public Health, Chongqing Medical University, Chongqing, 400016, China
| | - Chaorui Li
- School of Public Health, Chongqing Medical University, Chongqing, 400016, China.
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