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Silwal P, Tiwari AK, Aggarwal G, Gupta S, Yadav SP, Sood N. Real-world evidence on effectiveness and safety of granulocyte transfusion (GT) during pre-engraftment phase in hematopoietic stem cell transplant patients: A single-centre study from north India, with mini-review of Indian studies on GT. Transfus Apher Sci 2025; 64:104127. [PMID: 40345068 DOI: 10.1016/j.transci.2025.104127] [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: 10/09/2024] [Revised: 04/10/2025] [Accepted: 04/27/2025] [Indexed: 05/11/2025]
Abstract
INTRODUCTION Pre-engraftment phase of hematopoietic stem cell transplant (HSCT) (<3 weeks after transplant) is a crucial period with chances of early complications like febrile neutropenia. Granulocyte transfusion (GT) is a temporary bridge therapy to recover such patients till engraftment. METHODS This was a retrospective observational study conducted by the department of Transfusion Medicine at a large tertiary care hospital in North India from January 2020 to June 2023. The study included all consecutive HSCT patients who received GT(s) during the pre-engraftment phase. RESULTS Granulocyte was transfused to all post-HSCT patients fulfilling the criteria for GT. Donors were screened as per standard guidelines and apheresis was done for accepted donors. The mean dose of the product was 1.45 × 1010 and the mean comparison of pre- and post-procedure neutrophil count was statistically significant (<0.05). There was successful 30-day survival in all the patients. CONCLUSION Although various studies have been done to prove the efficacy of GT, further research is recommended to formulate standard Indian guidelines.
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Affiliation(s)
- Pragya Silwal
- Department of Transfusion Medicine, Medanta-The Medicity, Sector-38, Gurgaon 122001, India.
| | - Aseem Kumar Tiwari
- Department of Transfusion Medicine, Medanta-The Medicity, Sector-38, Gurgaon 122001, India.
| | - Geet Aggarwal
- Department of Transfusion Medicine, Medanta-The Medicity, Sector-38, Gurgaon 122001, India.
| | - Shubham Gupta
- Department of Transfusion Medicine, Medanta-The Medicity, Sector-38, Gurgaon 122001, India.
| | - S P Yadav
- Department of Pediatric Hemato-oncology and BMT, Medanta-The Medicity, Sector-38, Gurgaon, India.
| | - Nitin Sood
- Department of Hemato-oncology and BMT, Medanta-The Medicity, Sector-38, Gurgaon, India.
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Taha M, Shafique U, Rashid W, Taha H, Awan M, Ayyub A, Ahmad S, Alsadoun L. Diagnostic Accuracy of C-reactive Protein, Procalcitonin, White Blood Cell Count, and Neutrophil-Lymphocyte Ratio in the Early Detection of Post-surgical Infections: A Systematic Review. Cureus 2025; 17:e81853. [PMID: 40342430 PMCID: PMC12059240 DOI: 10.7759/cureus.81853] [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] [Accepted: 04/07/2025] [Indexed: 05/11/2025] Open
Abstract
Early detection of post-surgical infections is crucial for improving patient outcomes and reducing healthcare burdens. This systematic review evaluates the diagnostic accuracy of C-reactive protein (CRP), procalcitonin (PCT), white blood cell count (WBC), and neutrophil-lymphocyte ratio (NLR) in identifying early post-surgical infections across various surgical specialties. A comprehensive search was conducted in PubMed, MEDLINE, Embase, and Cochrane Library following Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, yielding eight high-quality studies, including meta-analyses, randomized controlled trials, and cohort studies. The findings indicate that CRP is the most extensively studied biomarker, with postoperative day (POD) 3-7 levels demonstrating moderate to high predictive value in abdominal, colorectal, spinal, and pancreatic surgeries. PCT was effective in guiding the management of adhesion-related small bowel obstruction, while NLR showed moderate diagnostic performance in orthopedic infections. Sensitivity and specificity varied across biomarkers and surgical types, with CRP showing the highest accuracy in spinal surgery (100% sensitivity and 96.8% specificity). Quality assessment using AMSTAR 2, ROB 2, QUADAS-2, and NOS tools revealed a moderate risk of bias in most studies due to heterogeneity in methodologies and biomarker cutoffs. The results support the integration of biomarker-based infection monitoring into perioperative protocols to optimize patient management, facilitate early discharge, and reduce unnecessary antibiotic use. Future research should focus on large-scale multicenter trials to establish standardized biomarker thresholds and explore the potential of combining multiple biomarkers with artificial intelligence-driven predictive models.
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Affiliation(s)
- Mawada Taha
- General Surgery, National Ribat University, Khartoum, SDN
| | - Usama Shafique
- General Surgery, Azra Naheed Medical College, Lahore, PAK
| | - Wardah Rashid
- Internal Medicine, Khawaja Muhammad Safdar Medical College, Lahore, PAK
| | | | - Manahil Awan
- General Practice, Liaquat National Hospital, Karachi, PAK
| | - Aisha Ayyub
- Pathology, Sir Syed College of Medical Sciences for Girls (SSCMS), Karachi, PAK
| | - Shahzad Ahmad
- Cardiac Surgery, Liaquat National Hospital, Karachi, PAK
| | - Lara Alsadoun
- Trauma and Orthopaedics, Chelsea and Westminster Hospital, London, GBR
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Mohapatra S, Das PK, Mahapatra A, Kumari S, Panigrahi A. A Prospective Observational Study of the Prognostic Role of Procalcitonin Compared with High Sensitivity C Reactive Protein in Patients ≥ 15Years of Age with Acute Lymphoblastic Leukemia/Lymphoma with Febrile Neutropenia. Indian J Hematol Blood Transfus 2025; 41:398-402. [PMID: 40224711 PMCID: PMC11992290 DOI: 10.1007/s12288-024-01832-9] [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: 07/07/2024] [Accepted: 07/24/2024] [Indexed: 04/15/2025] Open
Abstract
Purpose Our objective was to identify whether procalcitonin (PCT) and C Reactive protein (CRP) are useful biomarkers for patients with acute lymphoblastic leukemia/lymphoma (ALL) and febrile neutropenia (FN). We included patients ≥ 15 years of age as existing literature on them is limited. Methods In this prospective observational study, high sensitivity CRP (hsCRP) and PCT were estimated for all patients at baseline, 48 hours, and 96 hours after administration of broad-spectrum empirical antibiotics. The level of these parameters was then correlated with bacteremia, requirement of antibiotic augmentation, septic shock, ICU admission, prolonged hospitalisation, and death. Results We analysed 33 episodes of FN. Bacteremia was seen in 12% and augmentation of antibiotics was done in 30% of the episodes. Two patients had septic shock; no death or ICU admission was observed. Prolonged hospitalisation was required in 36% of the episodes. The hsCRP and PCT peaked at 48 hours, and the PCT level was significantly higher in the group with bacteremia, antibiotic augmentation, and prolonged hospitalisation. The area under the curve (AUC) for PCT (at 48 hours) was greater than hsCRP for antibiotic augmentation and prolonged hospitalisation. Conclusion As a supplement to clinical decision making, serial monitoring of PCT should be done. Levels of PCT at 48 hours of starting antibiotic therapy (≥ 0.82ng/ml) can be used for early augmentation of antibiotic therapy to prevent complications of FN in patient undergoing treatment for ALL.
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Affiliation(s)
- Satarupa Mohapatra
- Department of Medical Oncology/Hematology, All India Institute of Medical Sciences, Bhubaneswar, Odisha India
| | - Prabodha Kumar Das
- Department of Medical Oncology/Hematology, All India Institute of Medical Sciences, Bhubaneswar, Odisha India
| | - Ashoka Mahapatra
- Department of Microbiology, All India Institute of Medical Sciences, Bhubaneswar, Odisha India
| | - Suchitra Kumari
- Department of Biochemistry, All India Institute of Medical Sciences, Bhubaneswar, Odisha India
| | - Ashutosh Panigrahi
- Department of Medical Oncology/Hematology, All India Institute of Medical Sciences, Bhubaneswar, Odisha India
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Mateescu DM, Cotet I, Guse C, Prodan-Barbulescu C, Varga NI, Iurciuc S, Craciun ML, Ilie AC, Enache A. Predictors of Unfavorable Outcomes in COVID-19-Related Sepsis: A Prospective Cohort Study. Viruses 2025; 17:455. [PMID: 40284898 PMCID: PMC12031614 DOI: 10.3390/v17040455] [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: 02/18/2025] [Revised: 03/18/2025] [Accepted: 03/19/2025] [Indexed: 04/29/2025] Open
Abstract
Sepsis is a leading cause of mortality in critically ill patients, arising from a dysregulated immune response to infection. While traditionally associated with bacterial pathogens, severe COVID-19 can induce a sepsis-like syndrome, characterized by systemic inflammation, endothelial dysfunction, and coagulation abnormalities. This study aimed to assess the prognostic value of age, inflammatory markers, coagulation dysfunction, comorbidity burden, and lung involvement on computer tomography (CT) scans in predicting poor outcomes. We conducted a prospective cohort study including 163 patients diagnosed with COVID-19-related sepsis. Univariate and multivariable logistic regression analyses were performed to identify the independent predictors of unfavorable outcomes. Higher D-dimer (OR: 1.417, p = 0.020) and C-reactive protein (CRP) levels (OR: 1.010, p = 0.027) were independently associated with poor outcomes. A greater than 50% lung involvement on CT (OR: 1.774, p = 0.025) was also a significant predictor. The Charleson Comorbidity Index (CCI) showed a strong trend toward significance (p = 0.065), while age lost statistical significance after adjusting for comorbidities. Our findings suggest that D-dimers, CRP, and lung involvement on CT are key independent predictors of poor outcomes in COVID-19-related sepsis. These results emphasize the importance of inflammatory and coagulation markers, alongside comorbidity burden, in early risk assessment. Further prospective studies are warranted to refine predictive models for severe COVID-19 cases complicated by sepsis.
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Affiliation(s)
- Diana-Maria Mateescu
- Doctoral School, Department of General Medicine, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (D.-M.M.); (I.C.); (C.G.); (C.P.-B.); (N.-I.V.)
| | - Ioana Cotet
- Doctoral School, Department of General Medicine, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (D.-M.M.); (I.C.); (C.G.); (C.P.-B.); (N.-I.V.)
| | - Cristina Guse
- Doctoral School, Department of General Medicine, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (D.-M.M.); (I.C.); (C.G.); (C.P.-B.); (N.-I.V.)
| | - Catalin Prodan-Barbulescu
- Doctoral School, Department of General Medicine, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (D.-M.M.); (I.C.); (C.G.); (C.P.-B.); (N.-I.V.)
| | - Norberth-Istvan Varga
- Doctoral School, Department of General Medicine, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (D.-M.M.); (I.C.); (C.G.); (C.P.-B.); (N.-I.V.)
| | - Stela Iurciuc
- Cardiology Department, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (S.I.); (M.-L.C.)
| | - Maria-Laura Craciun
- Cardiology Department, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania; (S.I.); (M.-L.C.)
| | - Adrian-Cosmin Ilie
- Department III Functional Sciences, Division of Public Health and Management, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania
| | - Alexandra Enache
- Discipline of Forensic Medicine, Bioethics, Deontology and Medical Law, Department of Neuroscience, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania;
- Ethics and Human Identification Research Center, Department of Neuroscience, Discipline of Forensic Medicine, Bioethics, Deontology and Medical Law, “Victor Babes” University of Medicine and Pharmacy, Eftimie Murgu Square 2, 300041 Timisoara, Romania
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Dimitrijević J, Čalamać M, Đurmez O, Stojanović M. PCT-to-albumin ratio and CRP-to-albumin ratio as predictors of febrile neutropenia complications: a prospective observational trial. Support Care Cancer 2025; 33:262. [PMID: 40064680 DOI: 10.1007/s00520-025-09329-5] [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: 01/04/2024] [Accepted: 03/03/2025] [Indexed: 04/23/2025]
Abstract
PURPOSE This study aimed to determine whether procalcitonin-to-albumin ratio (PAR) and C-reactive protein-to-albumin ratio (CAR) can be alternatives to the Multinational Association for Supportive Care in Cancer (MASCC) risk index score in predicting bacteriemia, septicemia, death during FN, and 28-day mortality, in patients with febrile neutropenia (FN). METHODS This is a prospective observational study that included 185 participants with FN. Clinical and laboratory findings like PAR and CAR were analyzed, and their ability to predict FN complications was investigated. RESULTS From the included population, the 91 subjects (49.46%) had low-risk FN with MASCC risk index ≥ 21. Sixteen participants (8.70%) had bacteremia, and eight developed septicemia (4.89%). Before resolving FN, 15 people died, and in total 33 died within 28 days of diagnosis. The ROC curve analysis indicates that the CAR (p = 0.0008921) better predicts mortality during FN, and the PAR (p = 0.0003535) better predicts bacteremia. Incorporating CAR values into the MASCC risk index predicts mortality by as much as 33.33% more precisely than the MASCC risk index alone. The CAR values > 2.74 were an independent predictor of 28-day mortality (OR = 3.70; 95% CI = 1.08-13.02; p = 0.0376). CONCLUSION The study results suggest that PAR and CAR can be leveraged as valuable prognostic tools in predicting bacteremia, septicemia, mortality during FN, and 28-day mortality in patients with FN.
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Affiliation(s)
| | - Marina Čalamać
- Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Ognjen Đurmez
- Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Marko Stojanović
- Faculty of Medicine, Department of Pharmacology Clinical Pharmacology and Toxicology, University of Belgrade, Belgrade, Serbia.
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Ogbonna G, Atienza JR, Singleton DW, Ott-Vasconi A, Alvey SA. Clinical and Analytical Performance Evaluation of an Automated Procalcitonin Assay. J Appl Lab Med 2025; 10:359-369. [PMID: 39665273 DOI: 10.1093/jalm/jfae114] [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: 06/05/2024] [Accepted: 08/27/2024] [Indexed: 12/13/2024]
Abstract
BACKGROUND Procalcitonin (PCT) measurement is useful for guiding antibiotic therapy and risk assessment in lower respiratory infections and/or sepsis. This study evaluated clinical and analytical performance of the Vitros® Immunodiagnostic Products B·R·A·H·M·S PCT assay (Vitros PCT). METHODS Precision, limits of blank (LoB), detection (LoD), and quantitation (LoQ) were determined for Vitros PCT, along with method comparison and clinical concordance with the B·R·A·H·M·S PCT™-sensitive KRYPTOR™ assay (KRYPTOR PCT). All-cause 28-day mortality was evaluated according to the change in PCT values (ΔPCT) from day 0 through day 4 in samples from 598 intensive care unit patients with sepsis. RESULTS Comparison of Vitros PCT and KRYPTOR PCT results yielded a Deming regression slope of 1.057, intercept of -0.010, and correlation coefficient (r) of 0.994. Precision analysis demonstrated within-laboratory coefficients of variation for Vitros PCT ranging from 3.1% to 6.4%. The LoD and observed LoQ were determined as 0.007 and 0.013 ng/mL, respectively. Overall agreement between assay methods was 98.5%, 98.0%, 97.4%, and 97.8%, at PCT clinical decision cutoffs of 0.100, 0.250, 0.500, and 2.00 ng/mL, respectively, with Cohen's Kappa coefficients (κ) > 0.91. ΔPCT values ≤80% vs >80% were associated with increased 28-day-all-cause mortality (P = 0.006). CONCLUSIONS Vitros PCT compares well with KRYPTOR PCT, showing excellent agreement at relevant clinical decision cutoffs that have been used for antibiotic decision-making and assessment of risk for sepsis progression. ΔPCT values determined with Vitros PCT were useful for evaluation of 28-day mortality risk in patients with severe sepsis.
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Affiliation(s)
- Godwin Ogbonna
- Department of Medical Affairs, QuidelOrtho Corporation, Rochester, NY, United States
| | - Jodiann R Atienza
- Department of Scientific Affairs, QuidelOrtho Corporation, Raritan, NJ, United States
| | - David W Singleton
- Department of Scientific Affairs, QuidelOrtho Corporation, Raritan, NJ, United States
| | - Andrea Ott-Vasconi
- Department of Scientific Affairs, QuidelOrtho Corporation, Raritan, NJ, United States
| | - Stacey A Alvey
- Department of Clinical Affairs, QuidelOrtho Corporation, Raritan, NJ, United States
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Zhang Q, Huo Y, Li C, Sun Q, Xi X, Sun R, Sun Q, Jiang M, Li G. Antibiotic lock therapy for the treatment of peripherally inserted central venous catheter-related bloodstream infection in patients with hematological malignancies: a single center retrospective study. Ann Hematol 2025; 104:1975-1984. [PMID: 39998671 PMCID: PMC12031872 DOI: 10.1007/s00277-025-06263-8] [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: 12/25/2024] [Accepted: 02/14/2025] [Indexed: 02/27/2025]
Abstract
Catheter-related bloodstream infections represent one of the most prevalent complications in patients with peripherally inserted central venous catheters (PICCs). The application of antibiotic lock therapy (ALT), particularly in patients with hematological malignancies, has not been well documented. We aim to share our experience on ALT for these patients and to evaluate its effectiveness and safety. All cases of patients with hematological malignancies who had PICC from January 2018 to October 2024 were retrospectively reviewed. Microbiologic data of PICC-related bloodstream infections (PRBSIs) were collected. A comparison was made between patients managed with ALT and those without it. Factors affecting PICC removal were also explored. A total of 45 patients experienced 67 episodes of PRBSIs, yielding an incidence rate of 2.98 per 1,000 PICC days. The median time of PRBSI onset was 42 days. Predominant pathogens included Gram-negative bacilli (49.3%) and Gram-positive cocci (35.8%). The catheter salvage rate was significantly higher at 76.5% when ALT was combined with systemic antibiotic therapy (SAT), compared to 51.5% for SAT alone (p = 0.033). 3 death events (3/34) compared with 4 death events (4/33) occurred in each therapeutic regimen (p = 0.709). Elevated procalcitonin levels (> 2ng/ml) and inadequate empirical therapy were risk factors for PICC removal; conversely, ALT served as a protective factor against it. ALT in combination with systemic antibiotics is a safe and effective approach for managing PRBSIs in patients with hematological malignancies, helping to avoid unnecessary catheter removal and could be considered in clinical practice when catheter retention is desired.
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Affiliation(s)
- Qin Zhang
- Department of Hematology, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China
| | - Yujia Huo
- Department of Traditional Chinese Medicine, Qingdao Special Service Sanatorium of People's Liberation Army Navy, No.1 Taipingjiao Sixth Road, Qingdao, Shandong, 266000, China
| | - Chengfei Li
- Out-patient Department of the Second Recuperation Area, Qingdao Special Service Sanatorium of People's Liberation Army Navy, No.1 Taipingjiao Sixth Road, Qingdao, Shandong, 266000, China
| | - Qinggang Sun
- Department of Hematology, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China
| | - Xi Xi
- Department of Hematology, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China
| | - Rui Sun
- Department of Hematology, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China
| | - Qingju Sun
- Department of Clinical Laboratory, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China
| | - Meijuan Jiang
- Department of Clinical Laboratory, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China
| | - Guang Li
- Department of Hematology, No.971 Hospital of People's Liberation Army Navy, No.22 Minjiang Road, Qingdao, Shandong, 266000, China.
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Belfiore GM, Jankowski CA, Isache CL, Smith S, Feldhammer M. Diagnostic stewardship of procalcitonin testing by implementation of computer-based decision support. Lab Med 2025:lmae108. [PMID: 40036612 DOI: 10.1093/labmed/lmae108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/06/2025] Open
Abstract
INTRODUCTION Appropriate test utilization strategies are paramount in preventing the overuse of antibiotics, which can contribute to antimicrobial resistance. Biomarkers such as procalcitonin (PCT) are frequently ordered upon suspicion of infection, but current pneumonia and sepsis guidelines recommend against using PCT alone when initiating antibiotic therapy. The purpose of this study was to evaluate the effectiveness of standardized, guideline-based computerized decision support in curbing the inappropriate ordering of PCT testing. METHODS This study was a retrospective, single-center cohort of hospitalized adult patients with at least 1 available PCT serum level over a 27-month period. Secondary outcomes included the total number of PCT orders, the number of days on antibiotics, and the appropriate antibiotic response rate based on the PCT result. RESULTS A total of 300 patients met our inclusion criteria for this study. The rate of appropriate PCT ordering increased in the postimplementation group (2% vs 10%), with an increased rate of appropriate ordering in patients with community-acquired pneumonia (4.3% vs 18.4%) and no change in patients with sepsis (0% vs 3.3%). Overall, PCT orders dropped by 78% after implementation of decision support. DISCUSSION This study demonstrated that the addition of guideline-based computerized clinical decision support increased the rate of diagnostic stewardship for PCT orders.
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Affiliation(s)
- Gina M Belfiore
- Department of Pharmacy, University of Florida Health Jacksonville, Jacksonville, FL, United States
| | - Christopher A Jankowski
- Department of Pharmacy, University of Florida Health Jacksonville, Jacksonville, FL, United States
| | - Carmen L Isache
- Department of Medicine, Division of Infectious Disease, University of Florida Health Jacksonville, Jacksonville, FL, United States
| | - Scott Smith
- Department of Pathology and Laboratory Medicine, University of Florida Health Jacksonville, Jacksonville, FL, United States
| | - Matthew Feldhammer
- Department of Pathology and Laboratory Medicine, University of Florida Health Jacksonville, Jacksonville, FL, United States
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Derichsweiler C, Herbertz S, Kruss S. Optical Bionanosensors for Sepsis Diagnostics. SMALL (WEINHEIM AN DER BERGSTRASSE, GERMANY) 2025; 21:e2409042. [PMID: 39745136 PMCID: PMC11855245 DOI: 10.1002/smll.202409042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Revised: 11/29/2024] [Indexed: 02/26/2025]
Abstract
Sepsis is a global health challenge, characterized by a dysregulated immune response, leading to organ dysfunction and death. Despite advances in medical care, sepsis continues to claim a significant toll on human lives, with mortality rates from 10-25% for sepsis and 30-50% for septic shock, making it a leading cause of death worldwide. Current diagnostic methods rely on clinical signs, laboratory parameters, or microbial cultures and suffer from delays and inaccuracies. Therefore, there is a pressing need for novel diagnostic tools that can rapidly and accurately identify sepsis. This review highlights advances in biosensor development that could ultimately lead to faster and more accurate sepsis diagnostics. The focus is on nanomaterial-based optical approaches that promise rapid diagnostics without the need for large equipment or trained personnel. An overview of sepsis is provided, highlighting potential molecular targets and the challenges they present for assay development. The requirements for an ideal point-of-care test (POC) are discussed, including speed, simplicity, and cost-effectiveness. Different nanomaterials suitable for various optical detection methods are reviewed and innovative nanosensors are discussed for sepsis diagnostics, focusing on chemical design and approaches to increase selectivity by multiplexing.
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Affiliation(s)
- Christina Derichsweiler
- Biomedical NanosensorsFraunhofer Institute for Microelectronic Circuits and Systems Finkenstrasse 6147057DuisburgGermany
- Physical ChemistryRuhr‐University Bochum Universitätsstrasse 15044801BochumGermany
| | - Svenja Herbertz
- Biomedical NanosensorsFraunhofer Institute for Microelectronic Circuits and Systems Finkenstrasse 6147057DuisburgGermany
| | - Sebastian Kruss
- Biomedical NanosensorsFraunhofer Institute for Microelectronic Circuits and Systems Finkenstrasse 6147057DuisburgGermany
- Physical ChemistryRuhr‐University Bochum Universitätsstrasse 15044801BochumGermany
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Galusko V, Wenzl FA, Vandenbriele C, Panoulas V, Lüscher TF, Gorog DA. Current and novel biomarkers in cardiogenic shock. Eur J Heart Fail 2025. [PMID: 39822053 DOI: 10.1002/ejhf.3531] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Revised: 10/11/2024] [Accepted: 10/29/2024] [Indexed: 01/19/2025] Open
Abstract
Cardiogenic shock (CS) carries a 30-50% in-hospital mortality rate, with little improvement in outcomes in the last decade. Challenges in improving outcomes are closely linked to the frequent late presentation or diagnosis of CS where the 'point of no return' has often passed, leading to haemodynamic dysregulation, progressive myocardial depression, hypotension, and a downward spiral of hypoperfusion, organ dysfunction and decreasing myocardial function, driven by inflammation and metabolic derangements. Novel therapeutic interventions may have varying efficacy depending on the type and stage of shock in which they are applied. Biomarkers that aid prediction and early detection of CS, provide early signs of organ dysfunction and define prognosis could help optimize management. Temporal change in such biomarkers, particularly in response to pharmacological interventions and/or mechanical circulatory support, can guide management and predict outcome. Several novel biomarkers enhance the prediction of mortality in CS, compared to conventional parameters such as lactate, with some, such as adrenomedullin and circulating dipeptidyl peptidase 3, also able to predict the development of CS. Some biomarkers reflect systemic inflammation (e.g. interleukin-6, angiopoietin 2, fibroblast growth factor 23 and suppressor of tumorigenicity 2) and are not specific to CS, yet inform on the activation of important pathways involved in the downward shock spiral. Other biomarkers signal end-organ hypoperfusion and could guide targeted interventions, while some may serve as novel therapeutic targets. We critically review current and novel biomarkers that guide prediction, detection, and prognostication in CS. Future use of biomarkers may help improve management in these high-risk patients.
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Affiliation(s)
- Victor Galusko
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
| | - Florian A Wenzl
- Centre for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- National Disease Registration and Analysis Service, NHS, London, UK
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
- Department of Clinical Sciences, Karolinska Institutet, Stockholm, Sweden
| | - Christophe Vandenbriele
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Heart Center, OLV Hospital, Aalst, Belgium
| | - Vasileios Panoulas
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Faculty of Medicine, National Heart and Lung Institute, Imperial College, London, UK
| | - Thomas F Lüscher
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- Centre for Molecular Cardiology, University of Zurich, Schlieren, Switzerland
- Faculty of Medicine, National Heart and Lung Institute, Imperial College, London, UK
- School of Cardiovascular Medicine and Sciences, Kings College London, London, UK
| | - Diana A Gorog
- Royal Brompton and Harefield Hospitals, Guy's and St. Thomas' NHS Foundation Trust, London, UK
- School of Cardiovascular Medicine and Sciences, Kings College London, London, UK
- School of Life and Medical Sciences, Postgraduate Medical School, University of Hertfordshire, Hertfordshire, UK
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Peng Y, Xie R, Luo Y, Guo P, Wu Z, Chen Y, Liu P, Deng J, Huang B, Liao K. Clinical evaluation of a multiplex droplet digital PCR for diagnosing suspected bloodstream infections: a prospective study. Front Cell Infect Microbiol 2025; 14:1489792. [PMID: 39885964 PMCID: PMC11779721 DOI: 10.3389/fcimb.2024.1489792] [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: 09/03/2024] [Accepted: 12/13/2024] [Indexed: 02/01/2025] Open
Abstract
Background Though droplet digital PCR (ddPCR) has emerged as a promising tool for early pathogen detection in bloodstream infections (BSIs), more studies are needed to support its clinical application widely due to different ddPCR platforms with discrepant diagnostic performance. Additionally, there is still a lack of clinical data to reveal the association between pathogen loads detected by ddPCR and corresponding BSIs. Methods In this prospective study, 173 patients with suspected BSIs were enrolled. A multiplex ddPCR assay was used to detect 18 pathogens. The results of ddPCR testing were evaluated in comparison with blood cultures (BCs) and clinical diagnosis. Taking BC as the gold standard, receiver operating characteristic curve and Cohen's kappa agreement were used to investigate whether the pathogen load could predict a corresponding culture-proven BSI for the top five microorganisms detected by ddPCR. Results Of the 173 blood samples collected, BC and ddPCR were positive in 48 (27.7%) and 92 (53.2%) cases, respectively. Compared to BC, the aggregate sensitivity and specificity for ddPCR were 81.3% and 63.2%, respectively. After clinical adjudication, the sensitivity and specificity of ddPCR increased to 88.8% and 86.0%, respectively. There were 143 microorganisms detected by ddPCR. The DNA loads of these microorganisms ranged from 30.0 to 3.2×105 copies/mL (median level: 158.0 copies/mL), 72.7% (104/143) of which were below 1,000 copies/mL. Further, statistical analysis showed the DNA loads of Escherichia coli (AUC: 0.954, 95% CI: 0.898-1.000, κ=0.731, cut-off values: 93.0 copies/mL) and Klebsiella pneumoniae (AUC: 0.994, 95% CI: 0.986-1.000, κ=0.834, cut-off values: 196.5 copies/mL) were excellent predictors for the corresponding BSIs. The DNA loads of Pseudomonas aeruginosa (AUC: 0.816, 95% CI: 0.560-1.000, κ=0.167), Acinetobacter baumannii (AUC: 0.728, 95% CI: 0.195-1.000), and Enterococcus spp. (AUC: 0.282, 95% CI: 0.000-0.778) had little predictive value for the corresponding culture-proven BSIs. Conclusion Our results indicate that the multiplex ddPCR is a promising platform as a complementary add-on to conventional BC. The DNA loads of E. coli and K. pneumoniae present excellent predictive value for the corresponding BSIs. Further research is needed to explore the predictive potential of ddPCR for other microorganisms.
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Affiliation(s)
- Yaqin Peng
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ruijie Xie
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yifeng Luo
- Division of Pulmonary and Critical Care Medicine, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
- Institute of Respiratory Diseases, Sun Yat-sen University, Guangzhou, China
- Department of Emergency, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Penghao Guo
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Zhongwen Wu
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yili Chen
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Pingjuan Liu
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jiankai Deng
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Bin Huang
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Kang Liao
- Department of Clinical Laboratory, The First Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
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Gregoriano C, Wirz Y, Heinsalo A, Annane D, Reinhart K, Bouadma L, Christ-Crain M, Kristoffersen KB, Damas P, Nobre V, Oliveira CF, Shehabi Y, Stolz D, Verduri A, Mueller B, Schuetz P. Procalcitonin-guided antibiotic treatment in patients with cancer: a patient-level meta-analysis from randomized controlled trials. BMC Cancer 2024; 24:1467. [PMID: 39609770 PMCID: PMC11606202 DOI: 10.1186/s12885-024-13160-2] [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: 04/19/2024] [Accepted: 11/07/2024] [Indexed: 11/30/2024] Open
Abstract
BACKGROUND Use of serum procalcitonin (PCT), an inflammatory biomarker for bacterial infections, has shown promising results for early stopping antibiotic treatment among patients with respiratory infections and sepsis. There is need for additional data regarding effectiveness and safety of this concept among patients with cancer. METHODS Individual data of patients with a documented diagnosis of cancer and proven or suspected respiratory infection and/or sepsis were extracted from previous trials where adult patients were randomized to receive antibiotic treatment based on a PCT protocol or usual care (control group). The primary efficacy and safety endpoints were antibiotic exposure and 28-day all-cause mortality. RESULTS This individual-patient data meta-analysis included 777 patients with a diagnosis of cancer from 15 randomized-controlled trials. Regarding efficacy, there was a 18% reduction in antibiotic exposure in patients randomized to PCT-guided care compared to usual care ([days] 8.2 ± 6.6 vs. 9.8 ± 7.3; adjusted difference, - 1.77 [95% CI, - 2.74 to - 0.80]; p < 0.001). Regarding safety, there were 72 deaths in 379 patients in the PCT-guided group (19.0%) compared to 91 deaths in 398 participants in the usual care group (22.9%) resulting in an adjusted OR of 0.78 (95% CI, 0.60 to 1.02). A subgroup analysis showed a significant reduction in mortality in patients younger than 70 years (adjusted OR, 0.58 [95% CI, 0.40 to 0.86]). CONCLUSION Result of this individual patient meta-analysis from 15 previous trials suggests that among patients with cancer and suspected or proven respiratory infection or sepsis, use of PCT to guide antibiotic treatment decisions results in reduced antibiotic exposure with a possible reduction in mortality, particularly among younger patients.
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Affiliation(s)
| | - Yannick Wirz
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
| | - Ashley Heinsalo
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
| | - Djilali Annane
- IHU PROMETHEUS, Raymond Poincaré Hospital (APHP), INSERM, Université Paris Saclay Campus Versailles, Paris, France
| | - Konrad Reinhart
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Lila Bouadma
- Médecine intensive-réanimation, AP-HP, Hôpital Bichat-Claude Bernard, Paris, France
| | - Mirjam Christ-Crain
- Division of Endocrinology, Diabetology and Clinical Nutrition, University Hospital Basel, Basel, Switzerland
| | | | - Pierre Damas
- Department of Intensive Care, University Hospital Liège, Liège, Belgium
| | - Vandack Nobre
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Carolina F Oliveira
- Department of Internal Medicine, Medical School and University Hospital, Universidade Federal de Minas Gerais, Belo Horizonte, Brazil
| | - Yahya Shehabi
- Department of Intensive Care, Monash Medical Centre, Melbourne, VIC, Australia
| | - Daiana Stolz
- Clinic of Respiratory Medicine, Faculty of Medicine, University of Freiburg, Freiburg, Germany
| | - Alessia Verduri
- Respiratory Unit, Department of Surgical and Medical Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Beat Mueller
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland
- Department of Clinical Research (DKF), Faculty of Medicine, University of Basel, Basel, Switzerland
| | - Philipp Schuetz
- Medical University Department, Kantonsspital Aarau, Aarau, Switzerland.
- Department of Clinical Research (DKF), Faculty of Medicine, University of Basel, Basel, Switzerland.
- University Department of Medicine, Kantonsspital Aarau Tellstrasse, Aarau, CH-5001, Switzerland.
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13
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Jia X, Li X, Miao L, Bao R, Xiong H, You R, Lu Y, Gui X, Qu C. The Predictive Value of Absolute Lymphocyte Count and T Cell Subpopulations for Sepsis Prognosis. Infect Drug Resist 2024; 17:5215-5227. [PMID: 39619728 PMCID: PMC11607994 DOI: 10.2147/idr.s480864] [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: 07/26/2024] [Accepted: 11/05/2024] [Indexed: 01/02/2025] Open
Abstract
BACKGROUND Sepsis causes substantial morbidity and mortality and constitutes a major public health problem. In patients with sepsis, immunosuppression is associated with poor prognosis, and immune monitoring during the early stages has prognostic value. This study aims to explore immunologic parameters associated with sepsis prognosis, potentially identifying patients who may benefit from immunotherapy, improving intensive care survival. METHODS A total of 65 patients with sepsis from the Department of Emergency Medicine were divided based on survival at 28 days (47 in the survival group, 18 in the non-survival group). Peripheral blood was collected to measure absolute lymphocyte count and T lymphocyte subpopulations, including the percentage and absolute count of total T cells, CD4+ T, CD8+ T, and NK cells, and the percentages of naïve CD4+ T, central memory CD4+ T, effector CD4+ T, effector memory CD4+ T, naïve CD8+ T, central memory CD8+ T, effector CD8+ T, effector memory CD8+ T, CD4+HLA-DR+ T, and CD8+HLA-DR+ T cells, and Tregs. The differences in these parameters between the two groups were compared and a regression model was constructed to identify possible risk factors for death in patients with sepsis. RESULTS The absolute lymphocyte count, absolute T cell count (CD3+, CD4+, and CD8+) and naïve CD4+ T cell percentage were significantly lower in the non-survival group. Conversely, Tregs were higher in patients who did not survive sepsis. In regression analysis, the absolute lymphocyte count and naïve CD4+ T cell percentage remained statistically significant. The receiver operating characteristic curve showed that a model based on the absolute lymphocyte count (435 cells/µL) and naïve CD4+ T cell percentage (20.25%) performed best in predicting sepsis prognosis. CONCLUSION Monitoring of absolute lymphocyte count and analysis of T cell subtypes in the early phase of sepsis is predictive of outcome and may help identify those patients who would benefit from immunotherapy, improving survival.
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Affiliation(s)
- Xi Jia
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, People’s Republic of China
- Department of Clinical Laboratory, Baoding No.1 Central Hospital, Baoding, Hebei Province, People’s Republic of China
| | - Xiaojing Li
- Emergency Department, Peking University First Hospital, Beijing, People’s Republic of China
| | - Linzi Miao
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, People’s Republic of China
| | - Rong Bao
- Department of Clinical Laboratory, First Hospital of Shanxi Medical University, Taiyuan, Shanxi Province, People’s Republic of China
| | - Hui Xiong
- Emergency Department, Peking University First Hospital, Beijing, People’s Republic of China
| | - Ran You
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, People’s Republic of China
| | - Yao Lu
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, People’s Republic of China
| | - Xiaoning Gui
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, People’s Republic of China
| | - Chenxue Qu
- Department of Clinical Laboratory, Peking University First Hospital, Beijing, People’s Republic of China
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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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15
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Jayara A, Mascarenhas J, Gandhi B, Nimbolkar J. Comparison of Trends of Procalcitonin and Neutrophil to Lymphocyte Ratio in Patients of Sepsis in Intensive Care Unit. Indian J Crit Care Med 2024; 28:942-951. [PMID: 39411304 PMCID: PMC11471982 DOI: 10.5005/jp-journals-10071-24804] [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: 05/20/2024] [Accepted: 08/20/2024] [Indexed: 10/19/2024] Open
Abstract
Background This study examines the trends of procalcitonin (PCT), neutrophil-to-lymphocyte ratio (NLR), and sequential organ failure assessment (SOFA) scores in intensive care unit (ICU) sepsis patients from different infection sources. Elevations in PCT and NLR reflect infection severity and predict sepsis prognosis. Combining them may enhance diagnostic accuracy and prognostic capabilities, despite variations in cut-off values. The study emphasizes the significance of these biomarkers in improving sepsis management and patient outcomes. Materials and methods This was a prospective observation study of ICU sepsis patients from different infection sources. Procalcitonin and NLR levels were measured on days 0, 2, and 4 of admission. Sequential organ failure assessment scores on these days were also analyzed. The cut-off values were obtained for predicting the prognosis of sepsis ICU patients. Results The study included 100 sepsis patients with an equal distribution of males and females and a mean age of 72 years. Procalcitonin showed a significant decrease over time, while NLR initially increased before decreasing on day 4, and SOFA scores showed no significant changes. Deceased patients had significantly higher PCT and SOFA scores on days 2 and 4. Receiver operating characteristic curve analysis showed promising predictive results for PCT on day 4 and SOFA scores on days 2 and 4. Conclusion Understanding the trends of PCT and NLR concerning the infection source can provide deeper insights into their diagnostic and prognostic capabilities. This comparative analysis of PCT, NLR, and SOFA score trends contributes to the improvement of patient outcomes through accurate assessment of sepsis severity and progression, early diagnosis, and timely intervention. How to cite this article Jayara A, Mascarenhas J, Gandhi B, Nimbolkar J. Comparison of Trends of Procalcitonin and Neutrophil to Lymphocyte Ratio in Patients of Sepsis in Intensive Care Unit. Indian J Crit Care Med 2024;28(10):942-951.
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Affiliation(s)
- Aparna Jayara
- Department of Critical Care Medicine, Breach Candy Hospital Trust, Mumbai, Maharashtra, India
| | - Joanne Mascarenhas
- Department of Critical Care Medicine, Breach Candy Hospital Trust, Mumbai, Maharashtra, India
| | - Bhavesh Gandhi
- Department of Critical Care Medicine, Breach Candy Hospital Trust, Mumbai, Maharashtra, India
| | - Janardan Nimbolkar
- Department of Critical Care Medicine, Breach Candy Hospital Trust, Mumbai, Maharashtra, India
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Yoon J, Kym D, Cho YS, Hur J, Yoon D. Advanced biomarker clustering analysis reveals mortality predictors in burn patients with sepsis. Sci Rep 2024; 14:22784. [PMID: 39354123 PMCID: PMC11445574 DOI: 10.1038/s41598-024-74313-8] [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: 06/21/2024] [Accepted: 09/25/2024] [Indexed: 10/03/2024] Open
Abstract
This study addresses the challenge of predicting mortality in sepsis among burn patients. Given the heterogeneity of sepsis, especially in the context of burn injuries, this study aims to identify reliable biomarkers for mortality prediction. The study is a retrospective review, focusing on the evaluation of various biomarkers and their changes over time in a burn patient cohort. Conducted in the Burn Intensive Care Unit of Hangang Sacred Heart Hospital, the study involved a retrospective review of 1,659 adult burn patients from January 2010 to December 2022. Key biomarkers analyzed include lactate levels, pH, platelets, procalcitonin, and others. Advanced clustering methodologies, such as dynamic time warping and hierarchical clustering, were utilized to classify patients into distinct groups based on their biomarker profiles and clinical outcomes. The study identified four patient clusters with unique lactate level trajectories. Significant findings include the identification of procalcitonin, pH, and platelets as key predictors of mortality, with varying degrees of efficacy across different clusters. For instance, in the "Persistent Rise" cluster, pH and platelet count showed Area Under the Curve (AUC) values of 0.756 and 0.753, respectively, indicating their strong predictive power. The study concludes that a combination of biomarkers, especially lactate dynamics, can effectively predict mortality in burn-induced sepsis. The results advocate for a more personalized approach in managing sepsis in burn patients, considering the specific biomarker trajectories. These findings are crucial for enhancing treatment strategies and improving patient outcomes in burn care.
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Affiliation(s)
- Jaechul Yoon
- Department of Surgery and Critical Care, Burn Center, Hangang Sacred Heart Hospital, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea
| | - Dohern Kym
- Department of Surgery and Critical Care, Burn Center, Hangang Sacred Heart Hospital, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea.
- Hangang Sacred Heart Hospital, Burn Institutes, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea.
| | - Yong Suk Cho
- Department of Surgery and Critical Care, Burn Center, Hangang Sacred Heart Hospital, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea
- Hangang Sacred Heart Hospital, Burn Institutes, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea
| | - Jun Hur
- Department of Surgery and Critical Care, Burn Center, Hangang Sacred Heart Hospital, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea
- Hangang Sacred Heart Hospital, Burn Institutes, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea
| | - Dogeon Yoon
- Hangang Sacred Heart Hospital, Burn Institutes, Hallym University Medical Center, 12, Beodeunaru-ro 7-gil, Yeongdeungpo-gu, Seoul, 07247, Korea
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Mathew P, Vargese SS, Mathew LM, David A, Saji JA, Varghese AM. Procalcitonin-guided antimicrobial stewardship in critically ill patients with sepsis: A pre- post interventional study. Perspect Clin Res 2024; 15:183-187. [PMID: 39583919 PMCID: PMC11584159 DOI: 10.4103/picr.picr_298_23] [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: 10/24/2023] [Revised: 11/23/2023] [Accepted: 12/06/2023] [Indexed: 11/26/2024] Open
Abstract
Aim Injudicious usage of antibiotics has led to the emergence of antibiotic resistance which is a major health-care problem in developing countries such as India. Our aim was to show how antibiotic therapy based on serial procalcitonin (PCT) assay can help in antibiotic de-escalation in septic patients. Materials and Methods A pre-post interventional study was conducted among 300 septic patients admitted to an intensive care unit (ICU). All septic patients admitted 2 months before and 2 months after the introduction of monitoring of PCT were included and they were divided into Group P (with PCT monitoring) and Group C (without PCT monitoring). The proportion of patients for whom antimicrobials were de-escalated, the average time taken to de-escalate antimicrobials, and the average duration of ICU stay were compared. Proportions and averages with standard deviations were calculated to describe the data. A test of proportions was done to compare the proportion de-escalated and a Student's t-test was done to compare the average duration of antibiotic therapy. Results The proportion of patients in whom de-escalation of antimicrobials was done was 125 (83.33%) in Group P as compared to 92 (61.33%) in Group C. The time taken to de-escalate was 3.04 ± 0.83 days (95% confidence interval [CI] 2.89-3.18) in Group P compared to 4.7 ± 1.4 days (CI 4.41-4.98) in Group C. The duration of ICU stay was also less in Group P - 3.08 ± 0.91 days (CI 3.08-3.38) as compared to Group C - 5.16 ± 2.17 days (4.80-5.51). Conclusion Serial PCT assay-based antimicrobial therapy helped to wean patients with sepsis off antimicrobials earlier thus reducing the duration of ICU stay.
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Affiliation(s)
- Philip Mathew
- Department of Critical Care, Believers Church Medical College Hospital, Thiruvalla, Kerala, India
| | - Saritha Susan Vargese
- Department of Community Medicine, Believers Church Medical College Hospital, Thiruvalla, Kerala, India
| | - Litha Mary Mathew
- Department of Anaesthesia, Believers Church Medical College Hospital, Thiruvalla, Kerala, India
| | - Alice David
- Department of Medical Research, Believers Church Medical College Hospital, Thiruvalla, Kerala, India
| | - Joyal Alias Saji
- Department of Critical Care, Believers Church Medical College Hospital, Thiruvalla, Kerala, India
| | - Ann Mariam Varghese
- Department of Critical Care, Believers Church Medical College Hospital, Thiruvalla, Kerala, India
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Reddy V, Wante M, Nirhale DS, Puvvada P, Gaudani RH. The Prospective Analysis of Biomarkers in Sepsis: Correlation With Clinical Outcomes. Cureus 2024; 16:e70965. [PMID: 39507174 PMCID: PMC11538440 DOI: 10.7759/cureus.70965] [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] [Received: 07/22/2024] [Accepted: 10/06/2024] [Indexed: 11/08/2024] Open
Abstract
Background Sepsis is a medical emergency and necessitates immediate diagnosis and treatment to prevent the progression to severe sepsis, septic shock, and potentially mortality. Aim This study aims to study the diagnostic significance of conventional and new markers, interleukin-10 (IL-10), in predicting the severity of sepsis. Methodology A prospective observational study was conducted in the department of surgery in a tertiary care hospital in Pune, India. The study included 100 patients diagnosed with a quick Sequential Organ Failure Assessment (qSOFA) score of ≥2. Serum C-reactive protein (CRP), procalcitonin (PCT), and interleukin-10 (IL-10) levels were measured. Receiver operating characteristic (ROC) curves were plotted to assess the diagnostic performance of these biomarkers. Results The mean serum CRP level on day 7 was significantly higher than the baseline, day 1, and day 3 groups (p=0.0001). On analysis by repeated measure, the ANOVA test revealed that the mean CRP levels on day 7 were significantly higher. The mean PCT levels on day 7, day 3, and day 1 groups were significantly lower than those on day 1, day 2, and day 2, respectively (p=0.0001). The mean p-value of 3.3 g/L CRP was significantly lower on day 1 than that on day 3. IL-10 levels showed a significant upward trend, rising from 5.21 pg/mL at baseline to 7.57 pg/mL by day 7, with a p-value of <0.0001. Our cohort population showed elevated IL-10 values on the day of admission in a total of 15 patients. In our study, we observed that 11 patients with elevated IL-10 levels progressed toward multiple organ dysfunction syndrome (MODS) and four mortalities. IL-10 is a crucial marker for identifying patients with worsening surgical sepsis. Conclusion IL-10, CRP, and PCT have potential as prognostic markers in assessing and predicting disease severity. The dynamic changes in these biomarkers correlate strongly with clinical outcomes, suggesting their role in guiding treatment decisions.
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Affiliation(s)
- Vaishnavi Reddy
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Mahendra Wante
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Dakshayani S Nirhale
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Pragna Puvvada
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
| | - Romi H Gaudani
- Department of General Surgery, Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to be University), Pune, IND
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Villegas-Coronado L, Villegas-Coronado K, Urrea-Quezada A, Villegas-Coronado D. Procalcitonin as an Early Marker of Colorectal Anastomotic Leakage in Postoperative Colorectal Cancer Patients: A Systematic Review and Meta-Analysis. Cureus 2024; 16:e70647. [PMID: 39483587 PMCID: PMC11527337 DOI: 10.7759/cureus.70647] [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: 10/01/2024] [Indexed: 11/03/2024] Open
Abstract
Background The timely identification of colorectal anastomotic leakage (CAL) is still a significant challenge, and identifying reliable markers is essential to minimize patient morbidity and mortality. While procalcitonin (PCT) has shown promise as a biomarker for CAL, its effectiveness must be specifically evaluated in colorectal cancer patients. This systematic review and meta-analysis sought to assess the mean differences in PCT levels between individuals with and without CAL who underwent colorectal surgery for colorectal cancer. Methodology A comprehensive search of the "PubMed," "Scopus," and "Web of Science" databases was carried out, covering studies published through April 2024. The objective was to identify studies examining PCT levels in colorectal cancer patients who underwent colorectal surgery, with a particular focus on the occurrence of CAL. Data on the mean of PCT levels in CAL and non-CAL patients were extracted from the selected studies. The mean differences in PCT levels were subsequently analyzed for each postoperative day (POD). Results Seventeen articles were selected for inclusion in this systematic review. The statistical analysis included five eligible articles that assessed PCT levels in groups exclusively involving patients with colorectal cancer. The findings showed no significant increase in PCT levels in CAL patients compared to non-CAL patients on any POD when a leave-one-out sensitivity analysis was performed to validate the results. Conclusions To date, PCT levels should not be regarded as early indicators of CAL after colorectal surgery in patients with colorectal cancer. Additional research is necessary to evaluate if PCT could be a dependable marker for CAL in this particular setting.
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Affiliation(s)
- Lucia Villegas-Coronado
- Department of Surgery, Hospital General Regional No. 1, Instituto Mexicano del Seguro Social, Obregon, MEX
| | - Karla Villegas-Coronado
- Department of Geriatrics, Hospital General de Zona No. 89, Instituto Mexicano del Seguro Social, Guadalajara, MEX
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20
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Lee GH, Kim H, Moon HW, Yun YM, Park M, Lee S, Hur M. Diagnostic and Prognostic Utilities of Pancreatic Stone Protein in Patients with Suspected Sepsis. Diagnostics (Basel) 2024; 14:2076. [PMID: 39335755 PMCID: PMC11430866 DOI: 10.3390/diagnostics14182076] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2024] [Revised: 09/12/2024] [Accepted: 09/14/2024] [Indexed: 09/30/2024] Open
Abstract
Background/Objectives: Pancreatic stone protein (PSP) is an emerging biomarker of sepsis that is secreted from pancreas sensing remote organ damages. We explored the diagnostic and prognostic utilities of PSP in patients with suspected sepsis. Methods: In a total of 285 patients (suspected sepsis, n = 148; sepsis, n = 137), we compared PSP with procalcitonin (PCT) and sequential organ failure assessment (SOFA) score. Sepsis diagnoses were explored using receiver operating characteristic curve analyses with area under the curves (AUCs). Clinical outcomes (in-hospital mortality, 30-day mortality, and kidney replacement therapy [KRT]) were explored using the Kaplan-Meier method and a multivariate analysis with hazard ratio (HR). Results: PCT and PSP were comparable for sepsis diagnosis (AUC = 0.71-0.72, p < 0.001). The sepsis proportion was significantly higher when both biomarkers increased than when either one or both biomarkers did not increase (89.0% vs. 21.3-47.7%, p < 0.001). Each biomarker quartile (Q1-Q4) differed significantly according to their SOFA score (all p < 0.001). Compared with Q1, the Q2-Q4 groups showed worse clinical outcomes (p = 0.002-0.041). Both biomarkers added to the SOFA score showed higher HRs than the SOFA score alone (3.3-9.6 vs. 2.8-4.2, p < 0.001-0.011), with nearly 2.5-fold higher HR (9.6 vs. 4.2) for predicting KRT. Conclusions: Although PCT and PSP did not independently predict clinical outcomes in the multivariate analysis, PSP demonstrated diagnostic and prognostic utilities in patients with suspected sepsis, especially for predicting kidney dysfunction. PSP, alone or in combination with PCT, would be a valuable tool that can be added to clinical assessments.
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Affiliation(s)
- Gun-Hyuk Lee
- Department of Laboratory Medicine, Konkuk University School of Medicine, Seoul 05030, Republic of Korea
| | - Hanah Kim
- Department of Laboratory Medicine, Konkuk University School of Medicine, Seoul 05030, Republic of Korea
| | - Hee-Won Moon
- Department of Laboratory Medicine, Konkuk University School of Medicine, Seoul 05030, Republic of Korea
| | - Yeo-Min Yun
- Department of Laboratory Medicine, Konkuk University School of Medicine, Seoul 05030, Republic of Korea
| | - Mikyoung Park
- Department of Laboratory Medicine, Ajou University School of Medicine, Suwon 16499, Republic of Korea
| | - Seungho Lee
- Department of Preventive Medicine, College of Medicine, Dong-A University, Busan 49201, Republic of Korea
| | - Mina Hur
- Department of Laboratory Medicine, Konkuk University School of Medicine, Seoul 05030, Republic of Korea
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21
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Daud M, Khan MB, Qudrat QU, Ullah I, Khan S, Khan MZ, Yousuf I, Ahmad F. Role of C-reactive Protein and Procalcitonin in Early Diagnostic Accuracy and Their Prognostic Significance in Sepsis. Cureus 2024; 16:e70358. [PMID: 39469363 PMCID: PMC11513552 DOI: 10.7759/cureus.70358] [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: 09/25/2024] [Indexed: 10/30/2024] Open
Abstract
INTRODUCTION Sepsis is a serious condition that often results in high fatality rates, particularly in intensive care units (ICUs). Its nonspecific clinical characteristics makes early diagnosis and therapy difficult, despite how critical they are. The use of biomarkers like procalcitonin (PCT) and C-reactive protein (CRP) in the diagnosis and prognosis of sepsis has demonstrated encouraging results. In contrast to PCT, which is highly selective for bacterial infections, CRP is an acute-phase protein that reflects systemic inflammation. OBJECTIVE This study aimed to assess the diagnostic accuracy and prognostic significance of CRP and PCT in early sepsis detection and outcome prediction. METHODOLOGY This study was a retrospective cohort study that involved 90 patients in the ICU who met the criteria for sepsis-3. CRP and PCT levels, clinical data, and outcomes were obtained from electronic medical records. The diagnostic accuracy was tested using receiver operating characteristic (ROC) curves, while the prognostic relevance was analyzed by Kaplan-Meier survival analysis and Cox proportional hazards regression. RESULTS The mean CRP level was 102.3 mg/L and PCT level was 5.4 ng/mL. ROC analysis revealed an area under the curve (AUC) of 0.78 for CRP and 0.82 for PCT, indicating better diagnostic performance for PCT. High levels of CRP and PCT were associated with poorer survival, with median survival times of 18 and 15 days, respectively, for high-level groups. Cox regression identified CRP and PCT as significant predictors of mortality, with hazard ratios of 1.50 and 1.68, respectively. CONCLUSION Both CRP and PCT are valuable biomarkers for diagnosing and prognosticating sepsis. PCT, with its higher specificity for bacterial infections, demonstrates superior diagnostic accuracy compared to CRP. Elevated levels of both biomarkers are associated with increased mortality risk, highlighting their potential role in early sepsis management and outcome prediction.
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Affiliation(s)
- Muhammad Daud
- General Surgery, Lady Reading Hospital, Peshawar, PAK
| | - Mir Baz Khan
- Emergency Medicine, Bacha Khan Medical Complex, Peshawar, PAK
| | | | - Izhar Ullah
- Medicine, Hayatabad Medical Complex Peshawar, Peshawar, PAK
| | - Sheheryar Khan
- Internal Medicine, District Head Quarter Teaching Hospital/GMC, Dera Ismail Khan, PAK
| | | | | | - Faizan Ahmad
- Internal Medicine, Hayatabad Medical Complex Peshawar, Peshawar, PAK
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22
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O'Toole HJ, Lowe NM, Arun V, Kolesov AV, Palmieri TL, Tran NK, Carney RP. Plasma-derived extracellular vesicles (EVs) as biomarkers of sepsis in burn patients via label-free Raman spectroscopy. J Extracell Vesicles 2024; 13:e12506. [PMID: 39300768 PMCID: PMC11529045 DOI: 10.1002/jev2.12506] [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: 06/02/2024] [Accepted: 08/22/2024] [Indexed: 09/22/2024] Open
Abstract
Sepsis following burn trauma is a global complication with high mortality, with ∼60% of burn patient deaths resulting from infectious complications. Diagnosing sepsis is complicated by confounding clinical manifestations of the burn injury, and current biomarkers lack the sensitivity and specificity required for prompt treatment. There is a strong rationale to assess circulating extracellular vesicles (EVs) from patient liquid biopsy as sepsis biomarkers due to their release by pathogens from bacterial biofilms and roles in the subsequent immune response. This study applies Raman spectroscopy to patient plasma-derived EVs for rapid, sensitive, and specific detection of sepsis in burn patients, achieving 97.5% sensitivity and 90.0% specificity. Furthermore, spectral differences between septic and non-septic burn patient EVs could be traced to specific glycoconjugates of bacterial strains associated with sepsis morbidity. This work illustrates the potential application of EVs as biomarkers in clinical burn trauma care and establishes Raman analysis as a fast, label-free method to specifically identify features of bacterial EVs relevant to infection amongst the host background.
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Affiliation(s)
- Hannah J. O'Toole
- Department of Biomedical EngineeringUniversity of CaliforniaDavisCaliforniaUSA
| | - Neona M. Lowe
- Department of Biomedical EngineeringUniversity of CaliforniaDavisCaliforniaUSA
| | - Vishalakshi Arun
- Department of Neurobiology, Physiology, and BehaviorUniversity of CaliforniaDavisCaliforniaUSA
| | - Anna V. Kolesov
- Department of Biomedical EngineeringUniversity of CaliforniaDavisCaliforniaUSA
| | - Tina L. Palmieri
- Division of Burn SurgeryUniversity of California, Davis Health, Firefighters Burn Institute Regional Burn CenterSacramentoCaliforniaUSA
- Shriners Children’s Northern CaliforniaSacramentoCaliforniaUSA
| | - Nam K. Tran
- Department of Pathology and Laboratory MedicineUniversity of California, DavisSacramentoCaliforniaUSA
| | - Randy P. Carney
- Department of Biomedical EngineeringUniversity of CaliforniaDavisCaliforniaUSA
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23
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Mun SJ, Cho E, Kim HK, Gil WJ, Yang CS. Enhancing acute inflammatory and sepsis treatment: superiority of membrane receptor blockade. Front Immunol 2024; 15:1424768. [PMID: 39081318 PMCID: PMC11286478 DOI: 10.3389/fimmu.2024.1424768] [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: 04/28/2024] [Accepted: 07/03/2024] [Indexed: 08/02/2024] Open
Abstract
Conditions such as acute pancreatitis, ulcerative colitis, delayed graft function and infections caused by a variety of microorganisms, including gram-positive and gram-negative organisms, increase the risk of sepsis and therefore mortality. Immune dysfunction is a characterization of sepsis, so timely and effective treatment strategies are needed. The conventional approaches, such as antibiotic-based treatments, face challenges such as antibiotic resistance, and cytokine-based treatments have shown limited efficacy. To address these limitations, a novel approach focusing on membrane receptors, the initiators of the inflammatory cascade, is proposed. Membrane receptors such as Toll-like receptors, interleukin-1 receptor, endothelial protein C receptor, μ-opioid receptor, triggering receptor expressed on myeloid cells 1, and G-protein coupled receptors play pivotal roles in the inflammatory response, offering opportunities for rapid regulation. Various membrane receptor blockade strategies have demonstrated efficacy in both preclinical and clinical studies. These membrane receptor blockades act as early stage inflammation modulators, providing faster responses compared to conventional therapies. Importantly, these blockers exhibit immunomodulatory capabilities without inducing complete immunosuppression. Finally, this review underscores the critical need for early intervention in acute inflammatory and infectious diseases, particularly those posing a risk of progressing to sepsis. And, exploring membrane receptor blockade as an adjunctive treatment for acute inflammatory and infectious diseases presents a promising avenue. These novel approaches, when combined with antibiotics, have the potential to enhance patient outcomes, particularly in conditions prone to sepsis, while minimizing risks associated with antibiotic resistance and immune suppression.
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Affiliation(s)
- Seok-Jun Mun
- Department of Bionano Engineering, Hanyang University, Seoul, Republic of Korea
- Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, Republic of Korea
| | - Euni Cho
- Department of Bionano Engineering, Hanyang University, Seoul, Republic of Korea
- Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, Republic of Korea
| | - Hyo Keun Kim
- Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, Republic of Korea
- Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea
| | - Woo Jin Gil
- Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, Republic of Korea
- Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea
| | - Chul-Su Yang
- Center for Bionano Intelligence Education and Research, Hanyang University, Ansan, Republic of Korea
- Department of Molecular and Life Science, Hanyang University, Ansan, Republic of Korea
- Department of Medicinal and Life Science, Hanyang University, Ansan, Republic of Korea
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24
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Gao J, Zheng J, Zhang H, Wang J, Jing H. Clinical Predictors of Bacteremia Outcome After Initial Empirical Antimicrobial Therapy in Patients with Hematological Malignancies: A Retrospective Analysis. Infect Drug Resist 2024; 17:2099-2107. [PMID: 38828373 PMCID: PMC11141567 DOI: 10.2147/idr.s451320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/08/2023] [Accepted: 05/17/2024] [Indexed: 06/05/2024] Open
Abstract
Objective We performed a retrospective analysis to investigate the clinical predictors of bacteremia outcome involving Escherichia coli (E. coli) and Klebsiella pneumoniae (K. pneumoniae) after initial empirical antimicrobial therapy among hematological malignancy cases. Methods This retrospective study was conducted between April 2018 and April 2023. All bloodstream infections (BSIs) caused by E. coli and K. pneumoniae in hospitalized hematological malignancy (HM) patients were identified. Data on patient demographics, clinical characteristics, empirical antimicrobial treatment, outcomes and the antimicrobial susceptibility were collected from medical records. Multivariate analyses were utilized to assess the risk factors for all-cause mortality within 28 days and carbapenem resistance. Optimal cutoffs for continuous predictive variables were evaluated by receiver operating characteristic (ROC) curve analysis. Results Among 61 individuals diagnosed with bacteremia, 39 cases were caused by E. coli bacteremia, while the remaining 22 were identified as K. pneumoniae bacteremia. Out of these, there were 10 cases of carbapenem-resistant Enterobacteriaceae (CRE) and 12 cases resulted in all-cause mortality within 28 days. Analysis indicated that Pitt score was an independent risk factor for mortality and a cut-off of 2.5 was a reliable predictor with 83.3% sensitivity and 85.7% specificity, respectively. Impaired mental status and elevated body temperature exceeding 38.6°C as well as a procalcitonin (PCT) level over 8.24 ng/mL on the third day (d3) after antimicrobial treatment were identified as independent risk factors for predicting carbapenem resistance. Conclusion We found that Pitt score with a cut-off of 2.5 was a reliable predictor for mortality within 28 days in HM bacteremia cases. Impaired mental status and elevated temperature exceeding 38.6°C as well as a procalcitonin (PCT) level over 8.24 ng/mL on d3 after antimicrobial treatment were identified as predictive risk factors to carbapenem resistance.
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Affiliation(s)
- Jinjie Gao
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People’s Republic of China
| | - Jiajia Zheng
- Department of Laboratory Medicine, Peking University Third Hospital, Beijing, 100191, People’s Republic of China
| | - Hua Zhang
- Research Center of Clinical Epidemiology, Peking University Third Hospital, Beijing, 100191, People’s Republic of China
| | - Jijun Wang
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People’s Republic of China
| | - Hongmei Jing
- Department of Hematology, Lymphoma Research Center, Peking University Third Hospital, Beijing, 100191, People’s Republic of China
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25
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O'Toole HJ, Lowe N, Arun V, Kolesov AV, Palmieri TL, Tran NK, Carney RP. Plasma-derived Extracellular Vesicles (EVs) as Biomarkers of Sepsis in Burn Patients via Label-free Raman Spectroscopy. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.05.14.593634. [PMID: 38798662 PMCID: PMC11118394 DOI: 10.1101/2024.05.14.593634] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/29/2024]
Abstract
Sepsis following burn trauma is a global complication with high mortality, with ~60% of burn patient deaths resulting from infectious complications. Sepsis diagnosis is complicated by confounding clinical manifestations of the burn injury, and current biomarkers markers lack the sensitivity and specificity required for prompt treatment. Circulating extracellular vesicles (EVs) from patient liquid biopsy as biomarkers of sepsis due to their release by pathogens from bacterial biofilms and roles in subsequent immune response. This study applies Raman spectroscopy to patient plasma derived EVs for rapid, sensitive, and specific detection of sepsis in burn patients, achieving 97.5% sensitivity and 90.0% specificity. Furthermore, spectral differences between septic and non-septic burn patient EVs could be traced to specific glycoconjugates of bacterial strains associated with sepsis morbidity. This work illustrates the potential application of EVs as biomarkers in clinical burn trauma care, and establishes Raman analysis as a fast, label-free method to specifically identify features of bacterial EVs relevant to infection amongst the host background.
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Affiliation(s)
- Hannah J O'Toole
- Department of Biomedical Engineering, University of California, Davis, 1 Shields Ave, Davis., CA 95616, USA
| | - Neona Lowe
- Department of Biomedical Engineering, University of California, Davis, 1 Shields Ave., Davis, CA 95616, USA
| | - Vishalakshi Arun
- Department of Neurobiology, Physiology, and Behavior, University of California, Davis, 1 Shields Ave., Davis, CA 95616, USA
| | - Anna V Kolesov
- Department of Biomedical Engineering, University of California, Davis, 1 Shields Ave., Davis, CA 95616, USA
| | - Tina L Palmieri
- Division of Burn Surgery & Reconstruction, Department of Surgery, University of California, Davis Health, Firefighters Burn Institute Regional Burn Center, 2315 X Street, Sacramento, CA 95616, USA; Shriners Hospitals for Children Northern California, 2425 Stockton Blvd., Sacramento, CA 95817, USA
| | - Nam K Tran
- Department of Pathology and Laboratory Medicine, University of California, Davis, 4400 V. St., Sacramento, CA 95817, USA
| | - Randy P Carney
- Department of Biomedical Engineering, University of California, Davis, 1 Shields Ave, Davis, CA 95616, USA
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Almulhim AS, Alabdulwahed MA, Aldoughan FF, Aldayyen AM, Alghamdi F, Alabdulqader R, Alnaim N, Alghannam D, Aljamaan Y, Almutairi S, Al Mogbel FT, Alamer A, Wali HA. Evaluation of Serial Procalcitonin Levels for the Optimization of Antibiotic Use in Non-Critically Ill COVID-19 Patients. Pharmaceuticals (Basel) 2024; 17:624. [PMID: 38794194 PMCID: PMC11124043 DOI: 10.3390/ph17050624] [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: 03/02/2024] [Revised: 05/06/2024] [Accepted: 05/10/2024] [Indexed: 05/26/2024] Open
Abstract
BACKGROUND Procalcitonin (PCT) has been used as a biomarker to guide antibiotic therapy in various patient populations. However, its role in optimizing antibiotic use in COVID-19 patients has not been well studied to date. Thus, we aimed to evaluate the use of serial PCT monitoring as an antimicrobial stewardship tool for COVID-19 patients. METHODS This retrospective study included 240 COVID-19 patients who were admitted to a tertiary medical institution in Saudi Arabia between January 2020 and February 2022. Patients who received empiric antibiotic therapy for community-acquired pneumonia (CAP) and had serial procalcitonin levels were included. The patients were divided into two groups: the normal procalcitonin arm (PCT level < 0.5 ng/mL) and the elevated PCT arm (PCT level > 0.5 ng/mL). The primary and secondary outcomes were the effect of PCT monitoring on the duration of antibiotic exposure and the length of hospital stay, respectively. To measure the accuracy of PCT, the receiver-operating characteristic area under the curve (ROC-AUC) was determined. RESULTS Among the included patients, 142 were in the normal procalcitonin arm (median PCT, 0.12 ng/mL), and 78 were in the elevated PCT arm (median PCT, 4.04 ng/mL). The baseline characteristics were similar between the two arms, except for the higher prevalence of kidney disease in the elevated PCT arm. There was no statistically significant difference in the duration of antibiotic exposure between the normal and elevated PCT arms (median duration: 7 days in both arms). However, the length of hospital stay was significantly shorter in the normal PCT arm (median stay, 9 days) than in the elevated PCT arm (median stay, 13 days; p = 0.028). The ROC-AUC value was 0.54 (95% CI: 0.503-0.595). CONCLUSIONS Serial PCT monitoring did not lead to a reduction in the duration of antibiotic exposure in COVID-19 patients. However, it was associated with a shorter hospital stay. These findings suggest that PCT monitoring may be useful for optimizing antibiotic use and improving outcomes in COVID-19 patients. While PCT-guided algorithms have the potential to enable antibiotic stewardship, their role in the context of COVID-19 treatment requires further investigation.
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Affiliation(s)
- Abdulaziz S. Almulhim
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Mohammed A. Alabdulwahed
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Fatimah F. Aldoughan
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Ali M. Aldayyen
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Faisal Alghamdi
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Rawan Alabdulqader
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Norah Alnaim
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Dimah Alghannam
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Yasmin Aljamaan
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
| | - Saleh Almutairi
- Pharmacy Department, King Fahad Military Medical Complex, Dhahran 31932, Saudi Arabia; (S.A.); (F.T.A.M.)
| | - Feras T. Al Mogbel
- Pharmacy Department, King Fahad Military Medical Complex, Dhahran 31932, Saudi Arabia; (S.A.); (F.T.A.M.)
| | - Ahmad Alamer
- Department of Clinical Pharmacy, Prince Sattam Bin Abdulaziz University, Alkharj 11942, Saudi Arabia;
| | - Haytham A. Wali
- Department of Pharmacy Practice, College of Clinical Pharmacy, King Faisal University, Al-Ahsa 31982, Saudi Arabia; (A.S.A.); (M.A.A.); (F.F.A.); (A.M.A.); (F.A.); (R.A.); (N.A.); (D.A.); (Y.A.)
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27
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Girardi P, Buono R, Bisazza C, Marchi L, Angeli P, Di Pascoli M. Prognostic value of procalcitonin in patients with cirrhosis hospitalized for acute infection. Dig Liver Dis 2024; 56:810-817. [PMID: 37845154 DOI: 10.1016/j.dld.2023.10.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/15/2023] [Revised: 09/13/2023] [Accepted: 10/03/2023] [Indexed: 10/18/2023]
Abstract
BACKGROUND In patients with cirrhosis, infections significantly increase the risk of short and long-term mortality. During infection, the levels of procalcitonin increase, but it has not yet been clarified its prognostic value in subjects with cirrhosis. Therefore, the aim of this study was to evaluate the prognostic role of procalcitonin in patients with liver cirrhosis hospitalized for acute infection, and to compare it with other markers of infection. PATIENTS We included 279 patients hospitalized because of infection, 133 with liver cirrhosis. At admission the levels of the main biochemical parameters of infection, i.e. leukocytes, procalcitonin, C reactive protein and lactate, were considered. RESULTS The duration of hospitalization and antibiotic therapy were longer in patients with cirrhosis, while no difference was observed for mortality. In both groups, a correlation with the duration of hospitalization and antibiotic therapy was observed for high levels of procalcitonin. In the cirrhotic population, in particular, higher procalcitonin values were associated with an increase in the length of hospitalization and antibiotic therapy, suggesting an even greater predictive value for those patients. High levels of leucocytes and lactate were positively associated with the duration of hospitalization, but not with the duration of antibiotic therapy. For mortality, the strongest correlation was found for high serum lactate levels, regardless of the presence of cirrhosis. CONCLUSION In patients with cirrhosis and acute infection, the value of procalcitonin at admission is a good prognostic indicator for the course of hospitalization, and could be useful for guiding the management and treatment of hospitalized patients.
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Affiliation(s)
- Paolo Girardi
- Department of Environmental Sciences, Informatics and Statistics, Ca' Foscari, University of Venice, Italy
| | - Raffaele Buono
- Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Camilla Bisazza
- Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Luisa Marchi
- Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Paolo Angeli
- Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED, University of Padova, Padova, Italy
| | - Marco Di Pascoli
- Unit of Internal Medicine and Hepatology (UIMH), Department of Medicine - DIMED, University of Padova, Padova, Italy.
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28
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Nourigheimasi S, Yazdani E, Ghaedi A, Khanzadeh M, Lucke-Wold B, Dioso E, Bazrgar A, Ebadi M, Khanzadeh S. Association of inflammatory biomarkers with overall survival in burn patients: a systematic review and meta-analysis. BMC Emerg Med 2024; 24:76. [PMID: 38684973 PMCID: PMC11057161 DOI: 10.1186/s12873-024-00988-x] [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: 04/12/2023] [Accepted: 04/15/2024] [Indexed: 05/02/2024] Open
Abstract
INTRODUCTION The inflammatory response to burn injuries can lead to organ dysfunction that ultimately results in increased mortality and morbidity. This meta-analysis was conducted to determine the efficacy of inflammatory biomarkers, including the neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), procalcitonin (PCT), and C-reactive protein (CRP) as predictive tools of mortality among burn patients. MATERIAL AND METHODS The biomarker levels of survivors and non-survivors were consolidated according to guidelines for Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). Three main databases were searched electronically: PubMed, Web of Science, and Scopus, on December 8, 2022. The Newcastle-Ottawa Quality Assessment Scale (NOS) was used to evaluate and score the methodological quality of the included studies. The standard mean difference (SMD) with a 95% confidence interval (CI) was utilized. RESULTS Twenty-four studies were included in our systematic review and meta-analysis, (3636 total burn patients), of whom 2878 survived. We found that deceased burn patients had elevated levels of NLR (SMD = 0.60, 95% CI; 0.19-1.00, P < 0.001), CRP (SMD = 0.80, 95% CI; 0.02-1.58, P = 0.04), and PCT (SMD = 0.85, 95% CI; 0.45-1.24, P < 0.001), compared to survivors. However, we found no association between PLR and mortality among burn patients (SMD = 0.00, 95% CI; -0.14-0.15, P < 0.001). In addition, CRP was significantly higher in non-survivors (SMD = 0.80, 95% CI; 0.02-1.58, P =0.04). Similar results were also found about PCT (SMD = 0.85, 95% CI; 0.45-1.24, P < 0.001). When we analyzed the PCT data, collected in the first 24-48 hours, we found similar results; the PCT level was significantly higher in non-survivors in the immediate postinjury-period (SMD = 0.67, 95% CI; 0.31-1.02, P < 0.001). There was no publication bias among studies on the role of NLR in burn (Egger's test P = 0.91). The based cut-off values for NLR (13), CRP (71), and PCT (1.77) yielded sensitivities of 69.2%, 100%, and 93.33%, and specificities of 76%, 72.22%, and 72.22% respectively. DISCUSSION/CONCLUSIONS PCT is a marker of sepsis, therefore its elevated level is presumably associated with a higher incidence and severity of sepsis among non-survivors. In addition, NLR and CRP are promising biomarkers for predicting and guiding prevention against burn deaths in clinical settings.
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Affiliation(s)
| | - Erfan Yazdani
- Medical School, Islamic Azad University, Tonekabon Branch, Tonekabon, Iran
| | - Arshin Ghaedi
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
- Trauma Research Center, Shahid Rajaee (Emtiaz) Trauma Hospital, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Monireh Khanzadeh
- Geriatric & Gerontology Department, Medical School, Tehran University of Medical and Health Sciences, Tehran, Iran
| | | | | | - Aida Bazrgar
- Student Research Committee, School of Medicine, Shiraz University of Medical Sciences, Shiraz, Iran
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He C, Liang L, Zhang Y, Wang T, Wang R. Prognosis prediction of procalcitonin within 24 h for acute diquat poisoning. BMC Emerg Med 2024; 24:61. [PMID: 38616281 PMCID: PMC11017620 DOI: 10.1186/s12873-024-00975-2] [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: 11/20/2023] [Accepted: 03/26/2024] [Indexed: 04/16/2024] Open
Abstract
BACKGROUND To explore the predictive value of procalcitonin (PCT) within 24 h after poisoning for prognosis of acute diquat poisoning. METHODS This retrospective study included acute diquat poisoning patients in the Nanyang City Hospital between May 2017 and July 2021. RESULTS Among the 45 patients included, 27 survived. The maximum PCT value within 24 h after poisoning was significantly higher in the non-survival patients [9.65 (2.63, 22.77) vs. 0.15 (0.10, 0.50) µg/mL, P < 0.001] compared to the survival patients. The area under the ROC curve (AUC) indicated that the maximum PCT value within 24 h had a good predictive value (AUC = 0.905, 95% CI: 0.808-1.000) compared to ingested quantity (AUC = 0.879, 95% CI: 0.776-0.981), serum creatinine (AUC = 0.776, 95% CI: 0.640-0.912), or APACHE II score (AUC = 0.778, 95% CI: 0.631-0.925). The predictive value of maximum PCT value within 24 h was comparable with blood lactate (AUC = 0.904, 95%CI: 0.807-1.000). CONCLUSIONS The maximum PCT value within 24 h after poisoning might be a good predictor for the prognosis of patients with acute diquat poisoning.
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Affiliation(s)
- Cheng He
- Emergency Department of Nanyang Traditional Chinese Medicine Hospital, 473003, Nanyang, Henan, China.
| | - Liguo Liang
- Emergency Department of Nanyang Traditional Chinese Medicine Hospital, 473003, Nanyang, Henan, China
| | - Yu Zhang
- Emergency Department of Nanyang Traditional Chinese Medicine Hospital, 473003, Nanyang, Henan, China
| | - Tianyi Wang
- Emergency Department of Nanyang Traditional Chinese Medicine Hospital, 473003, Nanyang, Henan, China
| | - Rongyang Wang
- Emergency Department of Nanyang Traditional Chinese Medicine Hospital, 473003, Nanyang, Henan, China
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Delaplain PT, Santos J, Dvorak J, Mele TS, Gelbard RB, Guidry CA, Barie PS, Schubl SD. An Exploratory and Qualitative Analysis of Self-Reported Evaluations for Fever. Surg Infect (Larchmt) 2024; 25:116-124. [PMID: 38324100 DOI: 10.1089/sur.2023.294] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/08/2024] Open
Abstract
Background: Despite the high prevalence of post-operative fever, a variety of approaches are taken as to the components of a fever evaluation, when it should be undertaken, and when empiric antibiotic agents should be started. Hypothesis: There is a lack of consensus surrounding many common components of a post-operative fever evaluation. Patients and Methods: The Surgical Infection Society membership was surveyed to determine practices surrounding evaluation of post-operative fever. Eight scenarios were posed in febrile (38.5°C), post-operative general surgery or trauma patients, with 19 possible components of work-up (physical examination, complete blood count [CBC], fungal biomarkers, lactate and procalcitonin [PCT] concentrations, cultures, imaging) and management (antibiotic agents). Each scenario was then re-considered for intensive care unit (ICU) patients (intubated/unstable hemodynamics). Agreement on a parameter (<1/4 or >3/4 of respondents) achieved consensus, positive or negative. Parameters between had equipoise; α was set at 0.05. Results: Among the examined scenarios, only CBC and physical examination received positive consensus across most scenarios. Blood/urine cultures, imaging, lactate, inflammatory biomarkers, and the empiric administration of antibiotic agents did not reach consensus; support was variable depending on the clinical scenario, illness severity, and the individual preferences of the answering clinician. The qualitative portion of the survey identified "fever threshold and duration," "clinical suspicion," and "physiologic manifestation" as the most important factors for deciding about the initiation of a fever evaluation and the potential empiric administration of antibiotic agents. Conclusions: There is consensus only for physical and examination routine laboratory work when initiating the evaluation of febrile post-operative patients. However, there are multiple components of a fever evaluation that individual respondents would select depending on the clinical scenario and severity of illness. Parameters demonstrating equipoise are potential candidates for formal guidance or pragmatic prospective trials.
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Affiliation(s)
- Patrick T Delaplain
- Boston Children's Hospital, Harvard Medical System, Boston, Massachusetts, USA
| | - Jeffrey Santos
- Department of Surgery, University of California-Irvine, Orange, California, USA
| | - Justin Dvorak
- Division of Trauma, Critical Care, Burns, and Acute Care Surgery, Department of Surgery, Case Western Reserve University School of Medicine, MetroHealth Medical Center, Cleveland, Ohio, USA
| | - Tina S Mele
- Divisions of General Surgery and Critical Care, Department of Surgery, Schulich School of Medicine and Dentistry, University of Western Ontario, London, Ontario, Canada
| | - Rondi B Gelbard
- Department of Surgery, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA
| | - Christopher A Guidry
- Division of Trauma/Critical and Acute Care Surgery, Department of Surgery, University of Kansas Medical Center, Kansas City, Kansas
| | - Philip S Barie
- Division of Trauma, Burns, Acute and Critical Care, Department of Surgery, Weill Cornell Medicine, New York, New York, USA
| | - Sebastian D Schubl
- Department of Surgery, University of California-Irvine, Orange, California, USA
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Aygun U, Yagin FH, Yagin B, Yasar S, Colak C, Ozkan AS, Ardigò LP. Assessment of Sepsis Risk at Admission to the Emergency Department: Clinical Interpretable Prediction Model. Diagnostics (Basel) 2024; 14:457. [PMID: 38472930 DOI: 10.3390/diagnostics14050457] [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: 01/23/2024] [Revised: 02/18/2024] [Accepted: 02/19/2024] [Indexed: 03/14/2024] Open
Abstract
This study aims to develop an interpretable prediction model based on explainable artificial intelligence to predict bacterial sepsis and discover important biomarkers. A total of 1572 adult patients, 560 of whom were sepsis positive and 1012 of whom were negative, who were admitted to the emergency department with suspicion of sepsis, were examined. We investigated the performance characteristics of sepsis biomarkers alone and in combination for confirmed sepsis diagnosis using Sepsis-3 criteria. Three different tree-based algorithms-Extreme Gradient Boosting (XGBoost), Light Gradient Boosting Machine (LightGBM), Adaptive Boosting (AdaBoost)-were used for sepsis prediction, and after examining comprehensive performance metrics, descriptions of the optimal model were obtained with the SHAP method. The XGBoost model achieved accuracy of 0.898 (0.868-0.929) and area under the ROC curve (AUC) of 0.940 (0.898-0.980) with a 95% confidence interval. The five biomarkers for predicting sepsis were age, respiratory rate, oxygen saturation, procalcitonin, and positive blood culture. SHAP results revealed that older age, higher respiratory rate, procalcitonin, neutrophil-lymphocyte count ratio, C-reactive protein, plaque, leukocyte particle concentration, as well as lower oxygen saturation, systolic blood pressure, and hemoglobin levels increased the risk of sepsis. As a result, the Explainable Artificial Intelligence (XAI)-based prediction model can guide clinicians in the early diagnosis and treatment of sepsis, providing more effective sepsis management and potentially reducing mortality rates and medical costs.
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Affiliation(s)
- Umran Aygun
- Department of Anesthesiology and Reanimation, Malatya Yesilyurt Hasan Calık State Hospital, Malatya 44929, Turkey
| | - Fatma Hilal Yagin
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Burak Yagin
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Seyma Yasar
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Cemil Colak
- Department of Biostatistics and Medical Informatics, Faculty of Medicine, Inonu University, Malatya 44280, Turkey
| | - Ahmet Selim Ozkan
- Department of Anesthesiology and Reanimation, Malatya Turgut Ozal University School of Medicine, Malatya 44210, Turkey
| | - Luca Paolo Ardigò
- Department of Teacher Education, NLA University College, 0166 Oslo, Norway
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Dräger S, Ewoldt TMJ, Abdulla A, Rietdijk WJR, Verkaik N, Ramakers C, de Jong E, Osthoff M, Koch BCP, Endeman H. Exploring the Impact of Model-Informed Precision Dosing on Procalcitonin Concentrations in Critically Ill Patients: A Secondary Analysis of the DOLPHIN Trial. Pharmaceutics 2024; 16:270. [PMID: 38399324 PMCID: PMC10891837 DOI: 10.3390/pharmaceutics16020270] [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: 11/14/2023] [Revised: 01/25/2024] [Accepted: 01/29/2024] [Indexed: 02/25/2024] Open
Abstract
Model-informed precision dosing (MIPD) might be used to optimize antibiotic treatment. Procalcitonin (PCT) is a biomarker for severity of infection and response to antibiotic treatment. The aim of this study was to assess the impact of MIPD on the course of PCT and to investigate the association of PCT with pharmacodynamic target (PDT) attainment in critically ill patients. This is a secondary analysis of the DOLPHIN trial, a multicentre, open-label, randomised controlled trial. Patients with a PCT value available at day 1 (T1), day 3 (T3), or day 5 (T5) after randomisation were included. The primary outcome was the absolute difference in PCT concentration at T1, T3, and T5 between the MIPD and the standard dosing group. In total, 662 PCT concentrations from 351 critically ill patients were analysed. There was no statistically significant difference in PCT concentration between the trial arms at T1, T3, or T5. The median PCT concentration was highest in patients who exceeded 10× PDT at T1 [13.15 ng/mL (IQR 5.43-22.75)]. In 28-day non-survivors and in patients that exceeded PDT at T1, PCT decreased significantly between T1 and T3, but plateaued between T3 and T5. PCT concentrations were not significantly different between patients receiving antibiotic treatment with or without MIPD guidance. The potential of PCT to guide antibiotic dosing merits further investigation.
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Affiliation(s)
- Sarah Dräger
- Department of Hospital Pharmacy, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
- Rotterdam Clinical Pharmacometrics Group, 3015 GD Rotterdam, The Netherlands
- Department of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Tim M. J. Ewoldt
- Department of Hospital Pharmacy, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
- Rotterdam Clinical Pharmacometrics Group, 3015 GD Rotterdam, The Netherlands
- Department of Intensive Care Medicine, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands;
| | - Alan Abdulla
- Department of Hospital Pharmacy, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
- Rotterdam Clinical Pharmacometrics Group, 3015 GD Rotterdam, The Netherlands
| | - Wim J. R. Rietdijk
- Department of Hospital Pharmacy, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
- Department of Institutional Affairs, Vrije Universiteit Amsterdam, 1081 HV Amsterdam, The Netherlands
| | - Nelianne Verkaik
- Department of Medical Microbiology and Infectious Diseases, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Christian Ramakers
- Department of Clinical Chemistry, Erasmus Medical Center, 3015 GD Rotterdam, The Netherlands
| | - Evelien de Jong
- Department of Intensive Care, Rode Kruis Ziekenhuis, 1942 LE Beverwijk, The Netherlands
| | - Michael Osthoff
- Department of Internal Medicine, University Hospital Basel, 4031 Basel, Switzerland
| | - Birgit C. P. Koch
- Department of Hospital Pharmacy, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands
- Rotterdam Clinical Pharmacometrics Group, 3015 GD Rotterdam, The Netherlands
| | - Henrik Endeman
- Department of Intensive Care Medicine, Erasmus University Medical Center, 3015 GD Rotterdam, The Netherlands;
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Mobed A, Darvishi M, Tahavvori A, Alipourfard I, Kohansal F, Ghazi F, Alivirdiloo V. Nanobiosensors for procalcitonin (PCT) analysis. J Clin Lab Anal 2024; 38:e25006. [PMID: 38268233 PMCID: PMC10873684 DOI: 10.1002/jcla.25006] [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: 06/10/2023] [Revised: 12/18/2023] [Accepted: 01/07/2024] [Indexed: 01/26/2024] Open
Abstract
BACKGROUND Procalcitonin (PCT) is a critical biomarker that is released in response to bacterial infections and can be used to differentiate the pathogenesis of the infectious process. OBJECTIVE In this article, we provide an overview of recent advances in PCT biosensors, highlighting different approaches for biosensor construction, different immobilization methods, advantages and roles of different matrices used, analytical performance, and PCT biosensor construction. Also, we will explain PCT biosensors sensible limits of detection (LOD), linearity, and other analytical characteristics. Future prospects for the development of better PCT biosensor systems are also discussed. METHODS Traditional methods such as capillary electrophoresis, high-performance liquid chromatography, and mass spectrometry are effective in analyzing PCT in the medical field, but they are complicated, time-consuming sample preparation, and require expensive equipment and skilled personnel. RESULTS In the past decades, PCT biosensors have emerged as simple, fast, and sensitive tools for PCT analysis in various fields, especially medical fields. CONCLUSION These biosensors have the potential to accompany or replace traditional analytical methods by simplifying or reducing sample preparation and making field testing easier and faster, while significantly reducing the cost per analysis.
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Affiliation(s)
- Ahmad Mobed
- Infectious and Tropical Diseases Research Center, Clinical Research InstituteTabriz University of Medical SciencesTabrizIran
| | - Mohammad Darvishi
- Infectious Diseases and Tropical Medicine Research Center (IDTMRC), Department of Aerospace and Subaquatic MedicineAJA University of Medical SciencesTehranIran
| | - Amir Tahavvori
- Internal Department, Medical FacultyUrmia University of Medical SciencesUrmiaIran
| | - Iraj Alipourfard
- Institute of Biology, Biotechnology and Environmental Protection, Faculty of Natural SciencesTehran University of Medical SciencesTehranIran
| | - Fereshteh Kohansal
- Infectious and Tropical Diseases Research Center, Clinical Research InstituteTabriz University of Medical SciencesTabrizIran
- Stem Cell Research CenterTabriz University of Medical SciencesTabrizIran
| | - Farhood Ghazi
- Ramsar CampusMazandaran University of Medical SciencesRamsarIran
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Ibarz M, Haas LEM, Ceccato A, Artigas A. The critically ill older patient with sepsis: a narrative review. Ann Intensive Care 2024; 14:6. [PMID: 38200360 PMCID: PMC10781658 DOI: 10.1186/s13613-023-01233-7] [Citation(s) in RCA: 33] [Impact Index Per Article: 33.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2023] [Accepted: 12/18/2023] [Indexed: 01/12/2024] Open
Abstract
Sepsis is a significant public health concern, particularly affecting individuals above 70 years in developed countries. This is a crucial fact due to the increasing aging population, their heightened vulnerability to sepsis, and the associated high mortality rates. However, the morbidity and long-term outcomes are even more notable. While many patients respond well to timely and appropriate interventions, it is imperative to enhance efforts in identifying, documenting, preventing, and treating sepsis. Managing sepsis in older patients poses greater challenges and necessitates a comprehensive understanding of predisposing factors and a heightened suspicion for diagnosing infections and assessing the risk of sudden deterioration into sepsis. Despite age often being considered an independent risk factor for mortality and morbidity, recent research emphasizes the pivotal roles of frailty, disease severity, and comorbid conditions in influencing health outcomes. In addition, it is important to inquire about the patient's preferences and establish a personalized treatment plan that considers their potential for recovery with quality of life and functional outcomes. This review provides a summary of the most crucial aspects to consider when dealing with an old critically ill patient with sepsis.
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Affiliation(s)
- Mercedes Ibarz
- Department of Intensive Care Medicine, Hospital Universitari Sagrat Cor, Quirón Salud, Viladomat 288, 08029, Barcelona, Spain.
| | - Lenneke E M Haas
- Department of Intensive Care Medicine, Diakonessenhuis Utrecht, Utrecht, the Netherlands
| | - Adrián Ceccato
- Department of Intensive Care Medicine, Hospital Universitari Sagrat Cor, Quirón Salud, Viladomat 288, 08029, Barcelona, Spain
- Department of Intensive Care Medicine, CIBER Enfermedades Respiratorias, Corporación Sanitaria Universitaria Parc Tauli, Autonomous University of Barcelona, Sabadell, Spain
| | - Antonio Artigas
- Department of Intensive Care Medicine, CIBER Enfermedades Respiratorias, Corporación Sanitaria Universitaria Parc Tauli, Autonomous University of Barcelona, Sabadell, Spain
- Institut d'investigació i innovació Parc Tauli (I3PT-CERCA), Sabadell, Spain
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Gvajaia N, Tkeshelashvili M, Ratiani L, Pachkoria E, Mikadze I. Leptospirosis-Induced Septic Shock and Multi-Organ Dysfunction Syndrome: A Complex Case of Zoonotic Infection in a Young Female Patient. Cureus 2023; 15:e51243. [PMID: 38288193 PMCID: PMC10824148 DOI: 10.7759/cureus.51243] [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: 12/28/2023] [Indexed: 01/31/2024] Open
Abstract
Leptospirosis, a zoonotic infection caused by the Leptospira bacteria, can manifest with varying clinical severities, ranging from subclinical disease to severe multiorgan failure. This progression to severe multiorgan failure, also known as multi-organ dysfunction syndrome (MODS), is a life-threatening condition characterized by the dysfunction of two or more organ systems. Often, MODS is a consequence of events triggered by underlying pathologies, such as severe infections, including those caused by Leptospira. Here, we present a case report of a 29-year-old female patient who initially sought care for increased temperature, fatigue, diarrhea, and vomiting. The patient exhibited signs of septic shock (SS). Her medical history raised suspicion of multiple potential sources of infection. She experienced cat scratch several days before admission, accompanied by an enlarged inguinal lymph node and a history of frequent interaction with animals, as well as freshwater exposure, which prompted investigations into various zoonotic infections. Empiric treatment was started, and, subsequently, after several days, Leptospira titer came back positive. Over the hospitalization course, the patient developed multi-organ failure, which was attributed to the underlying Leptospira infection. The complexity and severity of the patient's condition underscore the far-reaching impact of leptospirosis in precipitating a spectrum of systemic complications culminating in multiorgan failure. The treatment interventions yielded successful outcome, and the patient recovered in one month. This case report highlights the difficulties in diagnosing and treating patients with multiple possible sources of infection. it emphasizes the need for a careful history-taking and high level of suspicion for zoonotic infections in patients with a history of animal exposure and clinical symptoms suggestive of infectious diseases.
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Affiliation(s)
- Nino Gvajaia
- Critical Care Medicine, Tbilisi State Medical University, American MD Program, Tbilisi, GEO
| | - Mariam Tkeshelashvili
- Critical Care Medicine, Tbilisi State Medical University, American MD Program, Tbilisi, GEO
| | - Levan Ratiani
- Department of Anesthesiology and Reanimatology, Department of Infectious Diseases, The First University Clinic of Tbilisi State Medical University, Tbilisi, GEO
| | - Elene Pachkoria
- Department of Anesthesiology and Reanimatology, Department of Infectious Diseases, The First University Clinic of Tbilisi State Medical University, Tbilisi, GEO
| | - Ia Mikadze
- Department of Anesthesiology and Reanimatology, Department of Infectious Diseases, The First University Clinic of Tbilisi State Medical University, Tbilisi, GEO
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Lee T, Lee J, Shin DH, Lee H, Kim SK. Prognostic and Diagnostic Power of Delta Neutrophil Index and Mean Platelet Component in Febrile Patients with Suspected Sepsis. Biomedicines 2023; 11:3190. [PMID: 38137411 PMCID: PMC10740452 DOI: 10.3390/biomedicines11123190] [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: 11/01/2023] [Revised: 11/22/2023] [Accepted: 11/28/2023] [Indexed: 12/24/2023] Open
Abstract
BACKGROUND The delta neutrophil index (DNI), a prognostic and diagnostic marker for sepsis, is based on the leukocyte count. Platelet activation, similar to leukocyte activation, plays a crucial role in host defense against pathogens and may serve as a predictor of sepsis outcome. However, the combined evaluation of mean platelet component (MPC) and DNI has rarely been used to assess sepsis. METHODS To assess the prognostic and diagnostic validity of the simultaneous evaluation of DNI and MPC in cases of human febrile sepsis, we conducted measurements of cellular indices, including DNI and MPC, as well as molecular biomarkers, including procalcitonin (PCT) and C-reactive protein (CRP). This study was carried out in patients admitted to the emergency department with suspected sepsis. RESULTS Using a cutoff value of 2.65%, the sensitivity, specificity, positive predictive value (PPV), and negative predictive value (NPV) of the DNI in sepsis were found to be 69%, 73.9%, 77.9%, and 64.1%, respectively. Furthermore, significant differences in DNI and MPC levels were observed between the sepsis and non-sepsis groups (6.7 ± 7.8% versus 2.1 ± 2.2% (p = 0.000) and 26.0 ± 1.9 g/dL versus 26.8 ± 1.4 g/dL (p = 0.002), respectively). Notably, there was a negative correlation between DNI and MPC, with the strength of the correlation varying based on the cause of sepsis. By setting the cutoff value of the DNI to 6.2%, its sensitivity, specificity, and NPV improved to 100%, 80.3%, and 100%, respectively, although the PPV remained at 10.6%. CONCLUSIONS In our study, the DNI demonstrates superior effectiveness compared with other molecular biomarkers, such as CRP and procalcitonin, in distinguishing septic febrile patients from non-septic febrile patients. Additionally, a negative correlation exists between MPC and DNI, making MPC a valuable marker for differentiating the etiology of sepsis. These findings hold significant clinical implications, as DNI/MPC evaluation is a cost-effective and readily applicable approach in various impending sepsis scenarios. Notably, this study represents the first examination of the prognostic and diagnostic validity of employing the simultaneous evaluation of DNI and MPC in human cases of febrile sepsis.
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Affiliation(s)
- Taehun Lee
- Department of Emergency Medicine, College of Medicine, Hallym University, Chuncheon Sacred Heart Hospital, Chuncheon 24253, Republic of Korea;
| | - Jongwook Lee
- Department of Laboratory Medicine, Konyang University Hospital, Daejeon 35465, Republic of Korea;
| | - Dong Hoon Shin
- Department of Laboratory Medicine, College of Medicine, Hallym University, Chuncheon Sacred Heart Hospital, Chuncheon 24253, Republic of Korea;
| | - Hyungdon Lee
- Department of Internal Medicine, College of Medicine, Hallym University, Chuncheon Sacred Heart Hospital, Chuncheon 24253, Republic of Korea
| | - Soo-Ki Kim
- Department of Microbiology, Wonju College of Medicine, Research Institute of Metabolism and Inflammation Research, Yonsei University, Wonju 26426, Republic of Korea
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Wei Z, Xu J, Zhao C, Zhang M, Xu N, Kang L, Lou X, Yu L, Feng W. Prediction of severe CRS and determination of biomarkers in B cell-acute lymphoblastic leukemia treated with CAR-T cells. Front Immunol 2023; 14:1273507. [PMID: 37854590 PMCID: PMC10579557 DOI: 10.3389/fimmu.2023.1273507] [Citation(s) in RCA: 13] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/06/2023] [Accepted: 09/18/2023] [Indexed: 10/20/2023] Open
Abstract
Introduction CAR-T cell therapy is a novel approach in the treatment of hematological tumors. However, it is associated with life-threatening side effects, such as the severe cytokine release syndrome (sCRS). Therefore, predicting the occurrence and development of sCRS is of great significance for clinical CAR-T therapy. The study of existing clinical data by artificial intelligence may bring useful information. Methods By analyzing the heat map of clinical factors and comparing them between severe and non-severe CRS, we can identify significant differences among these factors and understand their interrelationships. Ultimately, a decision tree approach was employed to predict the timing of severe CRS in both children and adults, considering variables such as the same day, the day before, and initial values. Results We measured cytokines and clinical biomarkers in 202 patients who received CAR-T therapy. Peak levels of 25 clinical factors, including IFN-γ, IL6, IL10, ferritin, and D-dimer, were highly associated with severe CRS after CAR T cell infusion. Using the decision tree model, we were able to accurately predict which patients would develop severe CRS consisting of three clinical factors, classified as same-day, day-ahead, and initial value prediction. Changes in serum biomarkers, including C-reactive protein and ferritin, were associated with CRS, but did not alone predict the development of severe CRS. Conclusion Our research will provide significant information for the timely prevention and treatment of sCRS, during CAR-T immunotherapy for tumors, which is essential to reduce the mortality rate of patients.
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Affiliation(s)
- Zhenyu Wei
- Intelligent Systems Science and Engineering College, Harbin Engineering University, Harbin, China
| | - Jiayu Xu
- Intelligent Systems Science and Engineering College, Harbin Engineering University, Harbin, China
| | - Chengkui Zhao
- Intelligent Systems Science and Engineering College, Harbin Engineering University, Harbin, China
- Shanghai Unicar-Therapy BioMedicine Technology Co., Ltd, Shanghai, China
| | - Min Zhang
- Intelligent Systems Science and Engineering College, Harbin Engineering University, Harbin, China
| | - Nan Xu
- Shanghai Unicar-Therapy BioMedicine Technology Co., Ltd, Shanghai, China
- School of Chemical and Molecular Engineering, East China Normal University, Shanghai, China
| | - Liqing Kang
- Shanghai Unicar-Therapy BioMedicine Technology Co., Ltd, Shanghai, China
- School of Chemical and Molecular Engineering, East China Normal University, Shanghai, China
| | - Xiaoyan Lou
- Shanghai Unicar-Therapy BioMedicine Technology Co., Ltd, Shanghai, China
- School of Chemical and Molecular Engineering, East China Normal University, Shanghai, China
| | - Lei Yu
- Shanghai Unicar-Therapy BioMedicine Technology Co., Ltd, Shanghai, China
- School of Chemical and Molecular Engineering, East China Normal University, Shanghai, China
| | - Weixing Feng
- Intelligent Systems Science and Engineering College, Harbin Engineering University, Harbin, China
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Chew CR, Patel D, Rynarzewska AI, Jones L. Procalcitonin Use for Predicting Mortality and Morbidity of Patients Diagnosed With Sepsis Within the Intensive Care Unit. Cureus 2023; 15:e48080. [PMID: 38046497 PMCID: PMC10690065 DOI: 10.7759/cureus.48080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/31/2023] [Indexed: 12/05/2023] Open
Abstract
Objective Infections leading to severe sepsis and septic shock are among the top five causes requiring admission to the intensive care unit (ICU). Up to 40% of ICU admissions contain a sepsis diagnosis. Without a clear marker to diagnose and manage sepsis, procalcitonin has been extensively studied for its usefulness in the management of bacterial infections. These studies, however, have been focused toward how it can be used to help guide when antibiotics should be initiated and de-escalated. There, however, has not been a study on how this biomarker could be used to predict mortality, and morbidity and help guide a need for antibiotic escalation. Design A retrospective chart review was conducted on patients admitted to the ICU at Northeast Georgia Medical Center between January 1, 2019, to June 30, 2021. Inclusion criteria were all patients above the age of 18 admitted to the ICU with a diagnosis of sepsis and having at least two procalcitonin drawn within 10 days of each other. Exclusion criteria were any patient with a diagnosis of COVID-19. Data Analysis was conducted to identify how delta procalcitonin could identify mortality and morbidity and if there was any change in antibiotics based on the delta procalcitonin. Conclusion There was a statistically significant association between a delta positive procalcitonin and increased ICU length of stay. There was no statistical significance in expiration based on the antibiotic change in relationship to delta positive change in procalcitonin.
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Affiliation(s)
- Christopher R Chew
- Critical Care, Louisiana State University (LSU) Shreveport, Shreveport, USA
| | - Dhaval Patel
- Critical Care, Northeast Georgia Medical Center Gainsville, Gainesville, USA
| | | | - Louise Jones
- Research, Northeast Georgia Medical Center Gainsville, Gainesville, USA
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Essmann L, Wirz Y, Gregoriano C, Schuetz P. One biomarker does not fit all: tailoring anti-infective therapy through utilization of procalcitonin and other specific biomarkers. Expert Rev Mol Diagn 2023; 23:739-752. [PMID: 37505928 DOI: 10.1080/14737159.2023.2242782] [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: 05/05/2023] [Revised: 07/05/2023] [Accepted: 07/27/2023] [Indexed: 07/30/2023]
Abstract
INTRODUCTION Considering the ongoing increase in antibiotic resistance, the importance of judicious use of antibiotics through reduction of exposure is crucial. Adding procalcitonin (PCT) and other biomarkers to pathogen-specific tests may help to further improve antibiotic therapy algorithms and advance antibiotic stewardship programs to achieve these goals. AREAS COVERED In recent years, several trials have investigated the inclusion of biomarkers such as PCT into clinical decision-making algorithms. For adult patients, findings demonstrated improvements in the individualization of antibiotic treatment, particularly for patients with respiratory tract infections and sepsis. While most trials were performed in hospitals with central laboratories, point-of-care testing might further advance the field by providing a cost-effective and rapid diagnostic tool in upcoming years. Furthermore, novel biomarkers including CD-64, presepsin, Pancreatic stone and sTREM-1, have all shown promising results for increased accuracy of sepsis diagnosis. Availability of these markers however is currently still limited and there is insufficient evidence for their routine use in clinical care. EXPERT OPINION In addition to new host-response markers, combining such biomarkers with pathogen-directed diagnostics present a promising strategy to increase algorithm accuracy in differentiating between bacterial and viral infections. Recent advances in microbiologic testing using PCR or nucleic amplification tests may further improve the diagnostic yield and promote more targeted pathogen-specific antibiotic therapy.
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Affiliation(s)
- Lennart Essmann
- Medical University Clinic, Kantonsspital Aarau, Aarau, Switzerland
| | - Yannick Wirz
- Medical University Clinic, Kantonsspital Aarau, Aarau, Switzerland
| | | | - Philipp Schuetz
- Medical University Clinic, Kantonsspital Aarau, Aarau, Switzerland
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Dvorak J, Novakova J, Kraftova L, Studentova V, Matejovic M, Radej J, Karvunidis T, Horak J, Kralovcova M, Hrabak J, Kalaninova Z, Volny M, Novak P, Pompach P. The rapid detection of procalcitonin in septic serum using immunoaffinity MALDI chips. Clin Proteomics 2023; 20:20. [PMID: 37170190 PMCID: PMC10176672 DOI: 10.1186/s12014-023-09410-3] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Accepted: 04/27/2023] [Indexed: 05/13/2023] Open
Abstract
BACKGROUND Sepsis is a common worldwide health condition with high mortality. It is caused by a dysregulated immune response to the pathogen. Severe infections resulting in sepsis can be also determined by monitoring several bloodstream biomarkers, one of them being pro-hormone procalcitonin (PCT). PCT concentration in the bloodstream correlates well with sepsis and in severe cases increases up to a thousand times from the healthy physiological values in a short time. In this study, we developed a rapid technique for PCT detection by MALDI-TOF mass spectrometry, that uses in-situ enrichment directly on the specialized immuno MALDI chips that are utilized as MALDI plates. The method's ability to detect PCT was confirmed by comparing the results with LC-MS bottom-up workflow. The new method detects intact PCT by its m/z and uncovers its alternations in septic serum. METHODS The MALDI chips used for the detection of PCT were prepared by ambient ion soft landing of anti-PCT antibody on an ITO glass slide. The chips were used for the development of the rapid MALDI-TOF MS method. A parallel method based on affinity enrichment on magnetic beads followed by LC-MS/MS data-dependent peptide microsequencing was used to prove PCT presence in the sample. All samples were also tested by ELISA to determine PCT concentration prior to analyzing them by mass spectrometry methods. RESULTS The MALDI chip method was optimized using recombinant PCT spiked into the human serum. The PCT detection limit was 10 ng/mL. The optimized method was used to analyze 13 sera from patients suffering sepsis. The PCT results were confirmed by LC-MS/MS. The measurement of the intact PCT by the MALDI chip method revealed that sera of patients with severe sepsis have other forms of PCT present, which show post-processing of the primary sequence by cleavage of PCT, resulting in the formation of N and C termini fragments. CONCLUSIONS Procalcitonin from human serum was successfully enriched and detected using immunoaffinity MALDI chips. The intact PCT was characterized in 13 septic patients. The method is more specific compared to non-MS-based immunoaffinity techniques and allows observation of different variants of PCT in septic patients.
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Affiliation(s)
- Josef Dvorak
- Department of Biochemistry, Faculty of Science, Charles University, Prague, Czech Republic
- Institute of Microbiology, The Czech Academy of Science, Prague, Czech Republic
| | - Jana Novakova
- Institute of Microbiology, The Czech Academy of Science, Prague, Czech Republic
| | - Lucie Kraftova
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Vendula Studentova
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Martin Matejovic
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
- Department of Internal Medicine, Faculty of Medicine in Pilsen, Pilsen University Hospital, Charles University, Pilsen, Czech Republic
| | - Jaroslav Radej
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
- Department of Internal Medicine, Faculty of Medicine in Pilsen, Pilsen University Hospital, Charles University, Pilsen, Czech Republic
| | - Thomas Karvunidis
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
- Department of Internal Medicine, Faculty of Medicine in Pilsen, Pilsen University Hospital, Charles University, Pilsen, Czech Republic
| | - Jan Horak
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
- Department of Internal Medicine, Faculty of Medicine in Pilsen, Pilsen University Hospital, Charles University, Pilsen, Czech Republic
| | - Marcela Kralovcova
- Department of Internal Medicine, Faculty of Medicine in Pilsen, Pilsen University Hospital, Charles University, Pilsen, Czech Republic
| | - Jaroslav Hrabak
- Biomedical Center, Faculty of Medicine in Pilsen, Charles University, Pilsen, Czech Republic
| | - Zuzana Kalaninova
- Department of Biochemistry, Faculty of Science, Charles University, Prague, Czech Republic
- Institute of Microbiology, The Czech Academy of Science, Prague, Czech Republic
| | - Michael Volny
- Institute of Microbiology, The Czech Academy of Science, Prague, Czech Republic
| | - Petr Novak
- Department of Biochemistry, Faculty of Science, Charles University, Prague, Czech Republic
- Institute of Microbiology, The Czech Academy of Science, Prague, Czech Republic
| | - Petr Pompach
- Department of Biochemistry, Faculty of Science, Charles University, Prague, Czech Republic.
- Institute of Microbiology, The Czech Academy of Science, Prague, Czech Republic.
- Institute of Biotechnology, The Czech Academy of Science, Prague, Czech Republic.
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Anas M, Hasan T, Raja U, Raza WA. Is procalcitonin a reliable indicator of sepsis in spinal cord injury patients: an observational cohort study. EUROPEAN SPINE JOURNAL : OFFICIAL PUBLICATION OF THE EUROPEAN SPINE SOCIETY, THE EUROPEAN SPINAL DEFORMITY SOCIETY, AND THE EUROPEAN SECTION OF THE CERVICAL SPINE RESEARCH SOCIETY 2023; 32:1591-1597. [PMID: 36966256 DOI: 10.1007/s00586-023-07609-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/11/2022] [Revised: 02/10/2023] [Accepted: 02/13/2023] [Indexed: 03/27/2023]
Abstract
STUDY DESIGN Prospective observational cohort study. OBJECTIVE To understand if serum procalcitonin (PCT) is a reliable indicator of sepsis in spinal cord injury (SCI) patients for better prognosis and earlier diagnosis when compared with other common biomarkers such as C-reactive protein (CRP), erythrocyte sedimentation rate (ESR), white blood cells (WBC), blood culture and body temperature. METHODS From March 2021 to August 2022, data were collected for SCI patients who developed septicaemia. In addition to neurology and admission, the following blood samples were collected on day one of infection: PCT, CRP and WBC. Linear regression analysis was performed to determine the relationship between PCT, CRP and WBC. RESULTS A total of 27 SCI patients had an infection during their stay in the regional centre; however, only 10 developed septicaemias. 100% of SCI individuals with sepsis had elevated PCT levels, whilst 60% had elevated CRP and 30% had elevated WBC levels. There was a strong positive correlation between PCT and CRP (R2 = 0.673, CI = 95%, 5.5-22.8, p < 0.05) and a weaker positive correlation between PCT and WBC (R2 = 0.110, CI = 95%, 4.2-10.9, p < 0.05). CONCLUSION In SCI individuals, there was a correlation between serum PCT levels and septicaemia. Alongside this, PCT appeared to be more consistent throughout the study population when compared with CRP and WBC. However, this was a preliminary study and further research is required on a larger scale.
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Affiliation(s)
| | | | | | - Wajid A Raza
- Yorkshire Regional Spinal Injuries Centre, Mid Yorkshire NHS Trust, Wakefield, UK
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Falcone M, Bauer M, Ferrer R, Gavazzi G, Gonzalez Del Castillo J, Pilotto A, Schuetz P. Biomarkers for risk stratification and antibiotic stewardship in elderly patients. Aging Clin Exp Res 2023; 35:925-935. [PMID: 36995460 PMCID: PMC10060920 DOI: 10.1007/s40520-023-02388-w] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2023] [Indexed: 03/31/2023]
Abstract
PURPOSE Optimal treatment of infections in the elderly patients population is challenging because clinical symptoms and signs may be less specific potentially resulting in both, over- and undertreatment. Elderly patients also have a less pronounced immune response to infection, which may influence kinetics of biomarkers of infection. METHODS Within a group of experts, we critically reviewed the current literature regarding biomarkers for risk stratification and antibiotic stewardship in elderly patients with emphasis on procalcitonin (PCT). RESULTS The expert group agreed that there is strong evidence that the elderly patient population is particularly vulnerable for infections and due to ambiguity of clinical signs and parameters in the elderly, there is considerable risk for undertreatment. At the same time, however, this group of patients is particularly vulnerable for off-target effects from antibiotic treatment and limiting the use of antibiotics is therefore important. The use of infection markers including PCT to guide individual treatment decisions has thus particular appeal in geriatric patients. For the elderly, there is evidence that PCT is a valuable biomarker for assessing the risk of septic complications and adverse outcomes, and helpful for guiding individual decisions for or against antibiotic treatment. There is need for additional educational efforts regarding the concept of "biomarker-guided antibiotic stewardship" for health care providers caring for elderly patients. CONCLUSION Use of biomarkers, most notably PCT, has high potential to improve the antibiotic management of elderly patients with possible infection for improving both, undertreatment and overtreatment. Within this narrative review, we aim to provide evidence-based concepts for the safe and efficient use of PCT in elderly patients.
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Affiliation(s)
- Marco Falcone
- Department of Infectious Diseases, Pisa University Hospital, Pisa, Italy
| | - Michael Bauer
- Department of Anesthesiology and Intensive Care Medicine, Jena University Hospital, Jena, Germany
| | - Ricard Ferrer
- Intensive Care Department, Hospital Universitari Vall d'Hebron, SODIR Research Group, Vall d'Hebron Institut de Recerca (VHIR), Barcelona, Spain
| | - Gaëtan Gavazzi
- Clinical Geriatrics Unit, Grenoble University Hospital, Grenoble, France
| | - Juan Gonzalez Del Castillo
- Department of Emergency Medicine, Clínico San Carlos Hospital, IdISSC, Complutense University, Madrid, Spain
| | - Alberto Pilotto
- Department of Interdisciplinary Medicine, University of Bari, Bari, Italy
- Department of Geriatric Care, OrthoGeriatrics and Rehabilitation, Galliera Hospital, Genoa, Italy
| | - Philipp Schuetz
- Internal Medicine and Emergency Medicine, Aarau Hospital, Aarau, Switzerland.
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Denny KJ, Lea RA, Lindell-Innes R, Haupt LM, Heffernan AJ, Harvey NR, Hughes O, Cao VT, Stuart J, Paterson DL, McNamara JF, Ungerer JPJ, Pretorius CJ, Griffiths LR, Lipman J. Diagnosing sepsis in the ICU: Comparison of a gene expression signature to pre-existing biomarkers. J Crit Care 2023; 76:154286. [PMID: 36965223 DOI: 10.1016/j.jcrc.2023.154286] [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: 12/02/2022] [Revised: 01/30/2023] [Accepted: 03/02/2023] [Indexed: 03/27/2023]
Abstract
PURPOSE We aimed to identify a gene signature that discriminates between sepsis and aseptic inflammation in patients administered antibiotics in the intensive care unit and compare it to commonly utilised sepsis biomarkers. METHODS 91 patients commenced on antibiotics were retrospectively diagnosed as having: (i) blood culture positive sepsis; (ii) blood culture negative sepsis; or (iii) aseptic inflammation. Bloods were collected after <24 h of antibiotic commencement for both gene expression sequencing analysis and measurement of previously identified biomarkers. RESULTS 53 differentially expressed genes were identified that accurately discriminated between blood culture positive sepsis and aseptic inflammation in a cohort of patients given antibiotics [aROC 0.97 (95% CI, 0.95-0.99)]. This gene signature was validated in a publicly available database. The gene signature outperformed previously identified sepsis biomarkers including C-reactive protein [aROC 0.72 (95% CI, 0.57-0.87)], NT-Pro B-type Natriuretic Peptide [aROC 0.84 (95% CI, 0.73-0.96)], and Septicyte™ LAB [aROC 0.8 (95% CI, 0.68-0.93)], but was comparable to Procalcitonin [aROC 0.96 (95% CI, 0.9-1)]. CONCLUSIONS A gene expression signature was identified that accurately discriminates between sepsis and aseptic inflammation in patients given antibiotics in the intensive care unit.
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Affiliation(s)
- Kerina J Denny
- Department of Intensive Care, Gold Coast University Hospital, Southport, Queensland, Australia; University of Queensland, St Lucia, Queensland, Australia.
| | - Rodney A Lea
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia
| | - Ross Lindell-Innes
- Department of Haematology, Canberra Hospital, Woden, Canberra, Australia; John Curtin School of Medical Research, Australian National University, Australia
| | - Larisa M Haupt
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia; ARC Training Centre for Cell and Tissue Engineering Technologies, Queensland University of Technology, Australia; Max Planck Queensland Centre for the Materials Sciences of Extracellular Matrices, Queensland, Australia
| | - Aaron J Heffernan
- School of Medicine and Dentistry, Griffith University, Southport, Queensland, Australia
| | - Nicholas R Harvey
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia; Department of Twin Research and Genetic Epidemiology, King's College London, London, United Kingdom
| | - Oliver Hughes
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia
| | - Van T Cao
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia
| | - Janine Stuart
- Intensive Care Services, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia
| | - David L Paterson
- University of Queensland Centre for Clinical Research, Royal Brisbane and Women's Hospital Campus, Brisbane, Australia; ADVANCE-ID, Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - John F McNamara
- University of Queensland, St Lucia, Queensland, Australia; Department of Infectious Diseases, The Prince Charles Hospital, Chermside, Queensland, Australia
| | - Jacobus P J Ungerer
- Department of Chemical Pathology, Pathology Queensland, Herston, Queensland, Australia; School of Biomedical Science, University of Queensland, Brisbane, Australia
| | - Carel J Pretorius
- Department of Chemical Pathology, Pathology Queensland, Herston, Queensland, Australia; School of Biomedical Science, University of Queensland, Brisbane, Australia
| | - Lyn R Griffiths
- Genomics Research Centre, Centre for Genomics and Personalised Health, School of Biomedical Sciences, Queensland University of Technology, Queensland, Australia
| | - Jeffrey Lipman
- Intensive Care Services, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia; Jaimeson Trauma Institute, Royal Brisbane and Women's Hospital, Herston, Queensland, Australia; Nimes University Hospital, University of Montpellier, Nimes, France
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Tsounidi D, Tsaousis V, Xenos N, Kroupis C, Moutsatsou P, Christianidis V, Goustouridis D, Raptis I, Kakabakos S, Petrou P. Simultaneous determination of procalcitonin and interleukin-6 in human serum samples with a point-of-care biosensing device. Talanta 2023; 258:124403. [PMID: 36889192 DOI: 10.1016/j.talanta.2023.124403] [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: 01/09/2023] [Revised: 02/17/2023] [Accepted: 02/27/2023] [Indexed: 03/06/2023]
Abstract
The simultaneous determination of two inflammatory diseases biomarkers, namely procalcitonin (PCT) and interleukin-6 (IL-6), in human serum samples employing a Point-of-Care device based on Multi Area Reflectance Spectroscopy is presented. Dual-analyte detection was achieved using silicon chips with two silicon dioxide areas of different thickness, one functionalized with an antibody specific for PCT and the other with an antibody specific for IL-6. The assay included reaction of immobilized capture antibodies with mixtures of PCT and IL-6 calibrators with the biotinylated detection antibodies, streptavidin and biotinylated-BSA. The reader provided for the automated execution of the assay procedure, as well as for the collection and processing of the reflected light spectrum, the shift of which is correlated to analytes concentration in the sample. The assay was completed in 35 min and the detection limits for PCT and IL-6 were 2.0 and 0.01 ng/mL respectively. The dual-analyte assay was characterized by high reproducibility (the intra- and inter-assay coefficients of variation were less than 10% for both analytes) and accuracy (the percent recovery values ranged from 80 to 113% for both analytes). Moreover, the values determined for the two analytes in human serum samples with the assay developed were in good agreement with the values determined for the same samples by clinical laboratory methods. These results support the potential of the proposed biosensing device application for inflammatory biomarkers determination at the Point-of-Need.
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Affiliation(s)
- Dimitra Tsounidi
- Immunoassays/Immunosensors Lab, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, National Centre for Scientific Research "Demokritos", 15341, Aghia, Paraskevi, Greece
| | | | - Nikolaos Xenos
- Clinical Biochemistry & Molecular Diagnostics Lab, Attikon University General Hospital, Medical School, National and Kapodistrian University of Athens, 12462, Chaidari, Greece
| | - Christos Kroupis
- Clinical Biochemistry & Molecular Diagnostics Lab, Attikon University General Hospital, Medical School, National and Kapodistrian University of Athens, 12462, Chaidari, Greece
| | - Paraskevi Moutsatsou
- Clinical Biochemistry & Molecular Diagnostics Lab, Attikon University General Hospital, Medical School, National and Kapodistrian University of Athens, 12462, Chaidari, Greece
| | | | - Dimitrios Goustouridis
- ThetaMetrisis, S.A., 12132, Athens, Greece; Department of Electrical & Electronics Eng., University of West Attica, 12244, Athens, Greece
| | - Ioannis Raptis
- ThetaMetrisis, S.A., 12132, Athens, Greece; Institute of Nanoscience and Nanotechnology, National Centre for Scientific Research "Demokritos", 15341, Aghia, Paraskevi, Greece
| | - Sotirios Kakabakos
- Immunoassays/Immunosensors Lab, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, National Centre for Scientific Research "Demokritos", 15341, Aghia, Paraskevi, Greece
| | - Panagiota Petrou
- Immunoassays/Immunosensors Lab, Institute of Nuclear & Radiological Sciences & Technology, Energy & Safety, National Centre for Scientific Research "Demokritos", 15341, Aghia, Paraskevi, Greece.
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Not all Shock States Are Created Equal: A Review of the Diagnosis and Management of Septic, Hypovolemic, Cardiogenic, Obstructive, and Distributive Shock. Anesthesiol Clin 2023; 41:1-25. [PMID: 36871993 DOI: 10.1016/j.anclin.2022.11.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
Shock in the critically ill patient is common and associated with poor outcomes. Categories include distributive, hypovolemic, obstructive, and cardiogenic, of which distributive (and usually septic distributive) shock is by far the most common. Clinical history, physical examination, and hemodynamic assessments & monitoring help differentiate these states. Specific management necessitates interventions to correct the triggering etiology as well as ongoing resuscitation to maintain physiologic milieu. One shock state may convert to another and may have an undifferentiated presentation; therefore, continual re-assessment is essential. This review provides guidance for intensivists for management of all shock states based on available scientific evidence.
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Philips CA, Ahamed R, Abduljaleel JK, Rajesh S, Augustine P. Identification and Analysis of Gut Microbiota and Functional Metabolism in Decompensated Cirrhosis with Infection. J Clin Transl Hepatol 2023; 11:15-25. [PMID: 36406325 PMCID: PMC9647106 DOI: 10.14218/jcth.2021.00428] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Revised: 01/05/2022] [Accepted: 05/10/2022] [Indexed: 12/04/2022] Open
Abstract
BACKGROUND AND AIMS Intestinal dysbiosis play a role in the adverse outcomes of sepsis and septic shock. However, variations in bacterial diversity and microbiota-related functional metabolic alterations within the gut microbiome in decompensated cirrhosis (DC) patients with infection remain unknown. METHODS We conducted 16-srRNA sequencing on stool samples (n=51: sepsis, 27/no sepsis, 24) collected from consecutive DC patients upon admission. Bacterial diversity, significant taxa, and respective metabolic profiling were performed based on subgroup comparisons. Conet/Cytoscape was utilized to identify significant non-random patterns of bacterial copresence and mutual exclusion for clinical events. RESULTS Genera associated with pathogenicity in conditions of immune exhaustion (Corynebacterium, Lautropia) were predominant in patients with sepsis. Metabolic pathways associated with oxidative stress and endotoxemia [lipopolysaccharide (LPS) synthesis and sulfur relay] were significantly upregulated in sepsis. Specific taxa were associated with sites of infection in DC patients. Protective oxidant pathways that increase glutathione were upregulated in those without sepsis. Gammaproteobacteria family of sulfur-metabolizing bacteria, exaggeration of orally predominant pathogens (Prevotella), and pathways of severe LPS-related hyperinflammatory stress were notable in those with interleukin-6 levels >1,000 pg/dL. Pathogenic genera related to an immune deficient state was significant in DC with ≥2 infection episodes. Megamonas was associated with survival during the same admission. CONCLUSIONS Specific gut microbiota and their metabolites were associated with sepsis and related events in patients with DC. Identifying beneficial strains that reduce immune exhaustion and supplementation of favorable metabolites could improve therapeutics for DC and sepsis, for which larger prospective, well controlled population-based studies remain an unmet need.
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Affiliation(s)
- Cyriac Abby Philips
- Clinical and Translational Hepatology, Monarch Liver Laboratory, The Liver Institute, Center of Excellence in GI Sciences, Rajagiri Hospital, Aluva, Kerala, India
| | - Rizwan Ahamed
- Gastroenterology and Advanced GI Endoscopy, Center for Excellence in Gastrointestinal Sciences, Rajagiri Hospital, Aluva, Kerala, India
| | - Jinsha K.P. Abduljaleel
- Gastroenterology and Advanced GI Endoscopy, Center for Excellence in Gastrointestinal Sciences, Rajagiri Hospital, Aluva, Kerala, India
| | - Sasidharan Rajesh
- Diagnostic and Interventional Gastroenterology and Hepatology, Center for Excellence in Gastrointestinal Sciences, Rajagiri Hospital, Aluva, Kerala, India
| | - Philip Augustine
- Gastroenterology and Advanced GI Endoscopy, Center for Excellence in Gastrointestinal Sciences, Rajagiri Hospital, Aluva, Kerala, India
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Zhao XS, Meng ZL, Zhang T, Yang HN, Zhang JC, Fang W, Wang CT, Chen M. Combining Serum Procalcitonin Level, Thromboelastography, and Platelet Count to Predict Short-term Development of Septic Shock in Intensive Care Unit. Curr Med Sci 2023; 43:86-92. [PMID: 36752938 DOI: 10.1007/s11596-022-2689-y] [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: 05/30/2022] [Accepted: 10/09/2022] [Indexed: 02/09/2023]
Abstract
OBJECTIVE Despite the recent advances in diagnosis and treatment, sepsis continues to lead to high morbidity and mortality. Early diagnosis and prompt treatment are essential to save lives. However, most biomarkers can only help to diagnose sepsis, but cannot predict the development of septic shock in high-risk patients. The present study determined whether the combined measurement of procalcitonin (PCT), thromboelastography (TEG) and platelet (PLT) count can predict the development of septic shock. METHODS A retrospective study was conducted on 175 septic patients who were admitted to the intensive care unit between January 2017 and February 2021. These patients were divided into two groups: 73 patients who developed septic shock were assigned to the septic shock group, while the remaining 102 patients were assigned to the sepsis group. Then, the demographic, clinical and laboratory data were recorded, and the predictive values of PCT, TEG and PLT count for the development of septic shock were analyzed. RESULTS Compared to the sepsis group, the septic shock group had statistically lower PLT count and TEG measurements in the R value, K value, α angle, maximum amplitude, and coagulation index, but had longer prothrombin time (DT), longer activated partial thromboplastin time (APTT), and higher PCT levels. Furthermore, the Sequential Organ Failure Assessment (SOFA) score was higher in the septic shock group. The multivariate logistic regression analysis revealed that PCT, TEG and PLT count were associated with the development of septic shock. The area under the curve analysis revealed that the combined measurement of PCT, TEG and PLT count can be used to predict the development of septic shock with higher accuracy, when compared to individual measurements. CONCLUSION The combined measurement of PCT, TEG and PLT count is a novel approach to predict the development of septic shock in high-risk patients.
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Affiliation(s)
- Xue-Song Zhao
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China
- The First Affiliated Hospital of Shandong First Medical University (Shandong Provincial Qianfoshan Hospital), Jinan, 250021, China
| | - Zhao-Li Meng
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China
| | - Tuo Zhang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China
| | - Hong-Na Yang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China
| | - Ji-Cheng Zhang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China
| | - Wei Fang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China
| | - Chun-Ting Wang
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China.
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China.
| | - Man Chen
- Department of Critical Care Medicine, Shandong Provincial Hospital Affiliated to Shandong First Medical University, Jinan, 250021, China.
- Department of Critical Care Medicine, Shandong Provincial Hospital, Cheeloo College of Medicine, Shandong University, Jinan, 250021, China.
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Chadorneshin JR, Khaksar E, Sharif MT, Jahandideh A. The prognostic value of procalcitonin in critically ill cases of systematic inflammatory response syndrome in dogs. COMPARATIVE CLINICAL PATHOLOGY 2023; 32:91-97. [PMID: 36466191 PMCID: PMC9703405 DOI: 10.1007/s00580-022-03417-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/04/2022] [Accepted: 11/11/2022] [Indexed: 11/29/2022]
Abstract
Using markers for early diagnosis can help to reduce mortality and morbidity in systemic inflammatory response syndrome (SIRS). This study investigates the role of procalcitonin (PCT) as a prognostic value in dogs with SIRS in the intensive care unit. Fifty-five dogs were selected and studied. Blood samples were collected and investigated for PCT, white and red blood cells, iron, creatinine, platelet, glucose, albumin, urea, interleukin-6 (IL-6), tumor necrosis factor-α (TNF-α), bandcell, body temperature, and hospitalized days and costs. The animals were grouped into survivors and deceased groups, and their results were compared. The results showed negative significant relations between PCT with hematocrit (r 2 = 0.294, P < 0.05) and the serum concentration of iron (r 2 = 0.280, P < 0.05) and also positive relation with IL-6 (r 2 = 0.456, P < 0.01) and TNF-α (r 2 = 0.391, P < 0.01). Significant relations were not seen between PCT with other parameters (P > 0.05). The results also showed a significant relation between glucose and albumin with body temperature (P < 0.05). The results showed that the serum concentrations of PCT, IL-6, and TNF-α were significantly higher in deceased dogs compared with survivors, while white blood cells, glucose, albumin, urea, lymphocyte, neutrophil, and body temperature were higher in survivors compared with others. PCT can be utilized as a prognostic value and helps early diagnosis in dogs with SIRS.
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Affiliation(s)
- Javad Rahnama Chadorneshin
- grid.411463.50000 0001 0706 2472Department of Clinical Science, Science and Research Branch, Islamic Azad University, Tehran, Iran
| | - Ehsan Khaksar
- grid.449232.a0000 0004 0494 0390Department of Clinical Science, Garmsar Branch, Islamic Azad University, Garmsar, Iran
| | - Maysam Tehrani Sharif
- grid.449232.a0000 0004 0494 0390Department of Clinical Science, Garmsar Branch, Islamic Azad University, Garmsar, Iran
| | - Alireza Jahandideh
- grid.411463.50000 0001 0706 2472Department of Clinical Science, Science and Research Branch, Islamic Azad University, Tehran, Iran
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van Rensburg J, Davids S, Smuts C, Davison GM. Use of full blood count parameters and haematology cell ratios in screening for sepsis in South Africa. Afr J Lab Med 2023; 12:2104. [PMID: 37151816 PMCID: PMC10157447 DOI: 10.4102/ajlm.v12i1.2104] [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] [Received: 10/21/2022] [Accepted: 01/31/2023] [Indexed: 05/09/2023] Open
Abstract
Background Sepsis is characterised by multi-organ failure due to an uncontrolled immune response to infection. Sepsis prevalence is increased in developing countries and requires prompt diagnosis and treatment. Reports, although controversial, suggest that full blood count parameters and cell ratios could assist in the early screening for sepsis. Objective The study evaluated the use of haematological cell ratios in screening for sepsis in a South African population. Methods The study retrospectively analysed the complete blood counts, blood cultures (BC) and biochemical test results of 125 adult patients who presented between January 2021 and July 2021 at a hospital in Cape Town. An ISO15189-accredited laboratory performed all of the tests. We compared and correlated the automated differential counts, neutrophil, monocyte and platelet-to-lymphocyte ratios with procalcitonin levels. A p-value of < 0.05 was considered significant. Results Sixty-two sepsis patients (procalcitonin > 2 ng/L and positive BC) were identified and compared to 63 non-sepsis controls. All cell ratios were significantly elevated in sepsis patients (p < 0.001). However, the two groups had no significant difference in absolute monocyte counts (p = 0.377). In addition, no correlation was detected between any cell ratios and procalcitonin. Conclusion In combination with complete blood count parameters, haematology cell ratios can be used for early sepsis detection. The full blood count is widely available, inexpensive, and routinely requested by emergency care clinicians. Although procalcitonin and BC remain the gold standard, the calculation of cell ratios could provide a simple screening tool for the early detection of sepsis. What this study adds This study adds evidence to the proposal that calculating haematological cell ratios assists in the early screening of sepsis in a South African setting.
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Affiliation(s)
- Jason van Rensburg
- Department of Biomedical Sciences, Faculty of Health and Wellness, Cape Peninsula University of Technology, Cape Town, South Africa
| | - Saarah Davids
- South African Medical Research Council/Cape Peninsula University of Technology Cardiometabolic Health Research Unit and Biomedical Sciences, Faculty of Health and Wellness, Cape Peninsula University of Technology, Cape Town, South Africa
| | - Carine Smuts
- Department of Biomedical Sciences, Faculty of Health and Wellness, Cape Peninsula University of Technology, Cape Town, South Africa
| | - Glenda M Davison
- South African Medical Research Council/Cape Peninsula University of Technology Cardiometabolic Health Research Unit and Biomedical Sciences, Faculty of Health and Wellness, Cape Peninsula University of Technology, Cape Town, South Africa
- Division of Haematology, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa
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Nešković N, Drenjančević D, Kvolik S, Škiljić S, Budrovac D, Drenjančević IH. Predictive role of selected biomarkers in differentiating gram-positive from gram-negative sepsis in surgical patients: a retrospective study. Anaesthesiol Intensive Ther 2023; 55:319-325. [PMID: 38282497 PMCID: PMC10801538 DOI: 10.5114/ait.2023.134214] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2023] [Accepted: 11/09/2023] [Indexed: 01/30/2024] Open
Abstract
INTRODUCTION Patients after major surgery are at high risk of developing sepsis, which is accompanied by elevated serum levels of C-reactive protein (CRP) and procalcitonin (PCT). This study aimed to examine the differences in serum biomarker levels concerning the causative agent of sepsis in surgical patients. MATERIAL AND METHODS A retrospective study was carried out in the surgical intensive care unit (ICU) and included 81 septic patients admitted from January 2019 to May 2022, who had positive blood cultures (BC). Serum levels of PCT, CRP, white blood cells (WBC) and platelet counts were recorded on the day of the positive BC and over the following 3 days. RESULTS Patients with gram(-) sepsis had significantly higher PCT levels, and lower platelet count compared to patients with gram(+) sepsis. High PCT and low platelets levels in all measurements were a significant predictor of gram(-) isolate with the highest predictive value on the third day after BC sampling, with AUROC 0.821 (95% CI: 0.692-0.950), P = 0.001, and AUROC 0.676 (95% CI: 0.541-0.811), P = 0.02, respectively. In multivariate logistic regression, platelets the day after BC sampling and PCT on the third day made a significant contribution in distinguishing gam(+) from gram(-) BC. Age and high serum CRP levels were significant predictors of poor outcomes. CONCLUSIONS PCT and platelets may be useful biomarkers for predicting the causative agent of sepsis in surgical patients.
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Affiliation(s)
- Nenad Nešković
- Department of Anaesthesiology, Resuscitation, and Intensive Care, Osijek University Hospital, Croatia
- Faculty of Medicine, University Josip Juraj Strossmayer Osijek, Croatia
| | - Domagoj Drenjančević
- Faculty of Medicine, University Josip Juraj Strossmayer Osijek, Croatia
- Department of Clinical Microbiology and Hospital Infections, Osijek University Hospital, Croatia
| | - Slavica Kvolik
- Department of Anaesthesiology, Resuscitation, and Intensive Care, Osijek University Hospital, Croatia
- Faculty of Medicine, University Josip Juraj Strossmayer Osijek, Croatia
| | - Sonja Škiljić
- Department of Anaesthesiology, Resuscitation, and Intensive Care, Osijek University Hospital, Croatia
- Faculty of Medicine, University Josip Juraj Strossmayer Osijek, Croatia
| | - Dino Budrovac
- Department of Anaesthesiology, Resuscitation, and Intensive Care, Osijek University Hospital, Croatia
- Faculty of Medicine, University Josip Juraj Strossmayer Osijek, Croatia
| | - Ivana Haršanji Drenjančević
- Department of Anaesthesiology, Resuscitation, and Intensive Care, Osijek University Hospital, Croatia
- Faculty of Medicine, University Josip Juraj Strossmayer Osijek, Croatia
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