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Eisinger GJ, Hosler Q, Crouser ED, Herman DD. Diagnostic Performance of Monocyte Distribution Width for the Detection of Sepsis: A Systematic Review and Meta-Analysis. J Am Coll Emerg Physicians Open 2025; 6:100073. [PMID: 40084266 PMCID: PMC11904537 DOI: 10.1016/j.acepjo.2025.100073] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2024] [Revised: 01/14/2025] [Accepted: 01/17/2025] [Indexed: 03/16/2025] Open
Abstract
Objectives To aggregate literature on the diagnostic performance of monocyte distribution width (MDW) for sepsis detection among adults in the emergency department and inpatient settings. Methods We searched the MEDLINE, EMBASE, SCOPUS, and Cochrane databases for studies evaluating MDW for sepsis diagnosis in adults in the hospital setting through October 19, 2024. Two authors (G.E. and Q.H.) independently performed eligibility assessment, data extraction, and risk of bias assessment. We evaluated performance for sepsis-2 and sepsis-3 separately and applied separate diagnostic thresholds depending on the anticoagulant used in blood collection. Data were pooled using a random-effects model. We performed multiple sensitivity analyses to evaluate the stability of our findings. Results Twenty-five observational studies comprising 39,041 patients were included. The area under the summary receiver operating curve (AUC) was 0.82 (95% CI, 0.78-0.85) for both sepsis-2 and sepsis-3. Sensitivity and specificity were 0.79 (95% CI, 0.74-0.83) and 0.7 (95% CI, 0.61-0.78) for sepsis-2 and 0.83 (95% CI, 0.78-0.88) and 0.64 (95% CI, 0.55-0.71) for sepsis-3. The threshold-independent weighted-average AUC was 0.76 (SD, 0.1) for sepsis-2 and 0.77 (SD, 0.07) for sepsis-3. The aggregate negative predictive value was 94% for sepsis-2 and 96% for sepsis-3. We observed similar performance across all sensitivity analyses. We assessed the overall quality of evidence to be low. Conclusions MDW performs similarly to other biomarkers such as procalcitonin for the diagnosis of sepsis, with the unique advantage of rapid availability as part of routine testing.
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Affiliation(s)
- Gregory J. Eisinger
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
- Department of Emergency Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Quinn Hosler
- Division of Pulmonary, Critical Care, Sleep and Allergy, Department of Internal Medicine, University of Illinois, Chicago, Illinois, USA
| | - Elliott D. Crouser
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
| | - Derrick D. Herman
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, The Ohio State University Wexner Medical Center, Columbus, Ohio, USA
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Theodoridis D, Tsifi A, Magiorkinis E, Tsamakidis X, Voulgaridis A, Moustaferi E, Skrepetou N, Tsifis S, Ioannidis A, Chronopoulos E, Chatzipanagiotou S. The Role of Monocyte Distribution Width (MDW) in the Prediction of Death in Adult Patients with Sepsis. Microorganisms 2025; 13:427. [PMID: 40005792 PMCID: PMC11858437 DOI: 10.3390/microorganisms13020427] [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: 01/15/2025] [Revised: 02/04/2025] [Accepted: 02/10/2025] [Indexed: 02/27/2025] Open
Abstract
Sepsis is a life-threatening condition; it is a major cause of hospital mortality worldwide and it constitutes a global health problem. This research investigates the use of MDW as a predictor for septic patients. This was a double-center prospective cohort study of adult septic patients. Septic patients were identified and were categorized into two categories: those who improved and those who died. Blood was drawn from the patients three times, on the first, third, and fifth day of their admission to the hospital. MDW was evaluated as a biomarker to predict patient outcome. In addition, existing inflammatory markers were recorded in all patients. The MDW was able to predict patient's outcome. The average MDW was found to be significantly higher in patients who died in all records. For example, an MDW value of 28.4 on the first day of admission to the hospital was shown to be the best cut-off value in determining fatal outcomes; receiver operating characteristic (ROC) analysis revealed an area under the curve value of 0.71 (95% Confidence Interval-CI: 0.57-0.84) with a sensitivity of 64.7% and a specificity of 88.2%. In conclusion, MDW, in addition to being a marker that can quickly detect sepsis more effectively than other biomarkers, which is proven by numerous studies, could also be used as an indicator to predict patient outcome. This work is an attempt in that direction.
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Affiliation(s)
| | - Angeliki Tsifi
- Department of Pathophysiology, General Hospital of Athens LAIKO, 11527 Athens, Greece;
| | | | - Xenofon Tsamakidis
- Gastroenterology Clinic, Oncology Hospital of Athens “Saint Savvas”, 11522 Athens, Greece;
| | | | - Evgenia Moustaferi
- Hematology Laboratory, Konstantopoulio General Hospital, 14233 Nea Ionia, Greece;
| | - Nikoletta Skrepetou
- Hematology Department, Konstantopoulio General Hospital, 14233 Nea Ionia, Greece;
| | - Sotirios Tsifis
- Department of Infectious Diseases, Fondazione IRCCS Policlinico Sa Matteo, 27100 Pavia, Italy;
| | - Anastasios Ioannidis
- Laboratory of Basic Health Sciences, Department of Nursing, Faculty of Health Sciences, University of Peloponnese, 22100 Tripoli, Greece;
| | | | - Stylianos Chatzipanagiotou
- Department of Biopathology and Clinical Microbiology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens, 11528 Athens, Greece;
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Wen H, Qian L, Gao X, Singer A, Xie S, Tang YW, Zhao J. Technical advances in laboratory diagnosis of bloodstream infection. Expert Rev Mol Diagn 2025; 25:67-85. [PMID: 39869103 DOI: 10.1080/14737159.2025.2458467] [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: 12/23/2023] [Revised: 01/17/2025] [Accepted: 01/22/2025] [Indexed: 01/28/2025]
Abstract
INTRODUCTION Rapid and accurate laboratory diagnosis is essential for the effective treatment of bloodstream infection (BSI). AREAS COVERED This review aims to address novel and traditional approaches that exhibit different performance characteristics in the diagnosis of BSI. In particular, the authors will discuss the pros and cons of the blood culture-based phenotypic methods, nucleic acid-targeted molecular methods, and host response-targeted biomarker detection in the diagnosis of BSI. EXPERT OPINION This manuscript summarizes etiologic and host-based techniques in the diagnosis of BSI. Both methods are not mutually exclusive but should be selected based on clinical needs and laboratory conditions to help diagnose BSI more quickly and accurately.
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Affiliation(s)
- Hainan Wen
- Department of Clinical Laboratory, Hebei Key Laboratory of Panvascular Diseases, The Affiliated Hospital of Chengde Medical University, Chengde, Hebei, People's Republic of China
| | - Liu Qian
- Medical Affairs, Danaher Diagnostic Platform/Cepheid (China), Shanghai, People's Republic of China
| | - Xinghui Gao
- Medical Affairs, Danaher Diagnostic Platform/Cepheid (China), Shanghai, People's Republic of China
| | | | - Shuojun Xie
- Department of Clinical Laboratory, Hebei Key Laboratory of Panvascular Diseases, The Affiliated Hospital of Chengde Medical University, Chengde, Hebei, People's Republic of China
| | - Yi-Wei Tang
- Medical Affairs, Danaher Diagnostic Platform/Cepheid (China), Shanghai, People's Republic of China
- College of Public Health, Chongqing Medical University, Chongqing, People's Republic of China
| | - Jianhong Zhao
- Hebei Provincial Center for Clinical Laboratories, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, People's Republic of China
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Piccioni A, Spagnuolo F, Baroni S, Savioli G, Valletta F, Bungaro MC, Tullo G, Candelli M, Gasbarrini A, Franceschi F. The Need for Standardized Guidelines for the Use of Monocyte Distribution Width (MDW) in the Early Diagnosis of Sepsis. J Pers Med 2024; 15:5. [PMID: 39852198 PMCID: PMC11766780 DOI: 10.3390/jpm15010005] [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: 10/10/2024] [Revised: 11/06/2024] [Accepted: 12/25/2024] [Indexed: 01/26/2025] Open
Abstract
Sepsis is a complex and potentially life-threatening syndrome characterized by an abnormal immune response to an infection, which can lead to organ dysfunction, septic shock, and death. Early diagnosis is crucial to improving prognosis and reducing hospital management costs. This narrative review aims to summarize and evaluate the current literature on the role of monocyte distribution width (MDW) as a diagnostic biomarker for sepsis, highlighting its advantages, limitations, and potential clinical applications. MDW measures the volumetric distribution width of monocytes, reflecting monocytic anisocytosis, and is detected using advanced hematological analyzers. In 2019, it was approved by the FDA as a biomarker for sepsis due to its ability to identify systemic inflammatory response at an early stage. Thirty-one studies analyzed by us have shown that an increased MDW value is associated with a higher risk of sepsis and that its combination with clinical parameters (such as qSOFA) and other biomarkers (CRP, PCT) can enhance diagnostic sensitivity and risk stratification capacity. Despite its high sensitivity, MDW has lower specificity compared to more established biomarkers such as procalcitonin, thus requiring a multimodal integration for an accurate diagnosis. The use of MDW in emergency and intensive care settings represents an opportunity to improve early sepsis diagnosis and critical patient management, particularly when combined with other markers and clinical tools. However, further studies are needed to define a universal cut-off and confirm its validity in different clinical contexts and pathological scenarios.
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Affiliation(s)
- Andrea Piccioni
- Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Rome, Italy; (A.P.); (F.V.); (M.C.B.); (G.T.); (M.C.); (F.F.)
| | - Fabio Spagnuolo
- Facutly of Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (S.B.); (A.G.)
| | - Silvia Baroni
- Facutly of Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (S.B.); (A.G.)
- Unit of Chemistry, Biochemistry and Clinical Molecular Biology, Department of Laboratory and Hematological Sciences, Fondazione Policlinico Universitario Agostino Gemelli-IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Gabriele Savioli
- Department of Emergency Medicine and Surgery, IRCCS Fondanzione Policlinico San Matteo, 27100 Pavia, Italy;
| | - Federico Valletta
- Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Rome, Italy; (A.P.); (F.V.); (M.C.B.); (G.T.); (M.C.); (F.F.)
| | - Maria Chiara Bungaro
- Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Rome, Italy; (A.P.); (F.V.); (M.C.B.); (G.T.); (M.C.); (F.F.)
| | - Gianluca Tullo
- Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Rome, Italy; (A.P.); (F.V.); (M.C.B.); (G.T.); (M.C.); (F.F.)
| | - Marcello Candelli
- Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Rome, Italy; (A.P.); (F.V.); (M.C.B.); (G.T.); (M.C.); (F.F.)
- Facutly of Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (S.B.); (A.G.)
| | - Antonio Gasbarrini
- Facutly of Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (S.B.); (A.G.)
- Medical and Surgical Science Department, Fondazione Policlinico Universitario A. Gemelli-IRCCS, Università Cattolica del Sacro Cuore, 00168 Rome, Italy
| | - Francesco Franceschi
- Department of Emergency Medicine, Fondazione Policlinico Universitario A. Gemelli-IRCCS, 00168 Rome, Italy; (A.P.); (F.V.); (M.C.B.); (G.T.); (M.C.); (F.F.)
- Facutly of Medicine and Surgery, Università Cattolica del Sacro Cuore, 00168 Rome, Italy; (S.B.); (A.G.)
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Agnello L, Ciaccio AM, Del Ben F, Lo Sasso B, Biundo G, Giglia A, Giglio RV, Cortegiani A, Gambino CM, Ciaccio M. Monocyte distribution width (MDW) kinetic for monitoring sepsis in intensive care unit. Diagnosis (Berl) 2024; 11:422-429. [PMID: 38644729 DOI: 10.1515/dx-2024-0019] [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: 01/23/2024] [Accepted: 04/08/2024] [Indexed: 04/23/2024]
Abstract
OBJECTIVES Monocyte distribution width (MDW) is a measure of monocyte anisocytosis. In this study, we assessed the role of MDW, in comparison to C-reactive protein (CRP), procalcitonin (PCT), and lactate, as a screening and prognostic biomarker of sepsis in intensive care unit (ICU) by longitudinally measuring it in the first 5 days of hospital stay. METHODS We considered all consecutive patients admitted to the ICU. At admission, patients were classified as septic or not according to Sepsis-3 criteria. MDW, CRP, PCT, and lactate were measured daily in the first 5 days of hospitalization. ICU mortality was also recorded. RESULTS We included 193 patients, 62 with sepsis and 131 without sepsis (controls). 58% and 26 % of the patients, with and without sepsis respectively, died during ICU stay. MDW showed the highest accuracy for sepsis detection, superior to CRP, PCT, and lactate (AUC of 0.840, 0.755, 0.708, 0.622, respectively). At admission, no biomarker predicts ICU mortality in patients with sepsis. The kinetic of all biomarkers during the first 5 days of hospitalization was associated with ICU mortality. Noteworthy, above all, the kinetic of MDW showed the best accuracy. Specifically, an increase or decrease in MDW from day 1-4 and 5 was significantly associated with mortality or survival, respectively. CONCLUSIONS MDW is a reliable diagnostic and prognostic sepsis biomarker, better than traditional biomarkers.
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Affiliation(s)
- Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
| | - Anna Maria Ciaccio
- Internal Medicine and Medical Specialties "G. D'Alessandro", Department of Health Promotion, Maternal and Infant Care, University of Palermo, Palermo, Italy
| | - Fabio Del Ben
- Immunopathology and Cancer Biomakers, Department of Cancer Research and Advanced Diagnostics, Centro di Riferimento Oncologico di Aviano (CRO) IRCCS, Aviano, Italy
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Giuseppe Biundo
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Aurora Giglia
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Andrea Cortegiani
- Department of Anesthesia, Intensive Care, and Emergency, Policlinico Paolo Giaccone, 18998 University of Palermo , Palermo, Italy
| | - Caterina Maria Gambino
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine, and Clinical Laboratory Medicine, 18998 University of Palermo Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone" Palermo, Italy
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Kralovcova M, Müller J, Hajsmanova Z, Sigutova P, Bultasova L, Palatova J, Matejovic M. Understanding the value of monocyte distribution width (MDW) in acutely ill medical patients presenting to the emergency department: a prospective single center evaluation. Sci Rep 2024; 14:15255. [PMID: 38956252 PMCID: PMC11219845 DOI: 10.1038/s41598-024-65883-8] [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: 05/03/2024] [Accepted: 06/25/2024] [Indexed: 07/04/2024] Open
Abstract
The monocyte distribution width (MDW) has emerged as a promising biomarker for accurate and early identification of patients with potentially life-threatening infections. Here we tested the diagnostic performance of MDW in adult patients requiring hospital admission for community-acquired infections and sepsis, evaluated sources of heterogeneity in the estimates of diagnostic accuracy, and assessed the meaning of MDW in a patient population presenting to the emergency department (ED) for acute non-infectious conditions. 1925 consecutive patients were categorized into three groups: non-infection (n = 1507), infection (n = 316), and sepsis/septic shock (n = 102). Diagnostic performance for infection or sepsis of MDW alone or in combination with components of SOFA was tested using AUC of ROC curves, sensitivity, and specificity. The relationship between MDW and different pathogens as well as the impact of non-infectious conditions on MDW values were explored. For the prediction of infection, the AUC/ROC of MDW (0.84) was nearly overlapping that of procalcitonin (0.83), and C-reactive protein (0.89). Statistical optimal cut-off value for MDW was 21 for predicting infection (sensitivity 73%, specificity 82%) and 22 for predicting sepsis (sensitivity 79%, specificity 83%). The best threshold to rule out infection was MDW ≤ 17 (NPV 96.9, 95% CI 88.3-100.0), and ≤ 18 (NPV 99.5, 95% CI 98.3-100.0) to rule out sepsis. The combination of MDW with markers of organ dysfunction (creatinine, bilirubin, platelets) substantially improved the AUC (0.96 (95% CI 0.94-0.97); specificity and sensitivity of 88% and 94%, respectively). In conclusion, MDW has a good diagnostic performance in diagnosing infection and sepsis in patients presenting in ED. Its use as an infection marker even increases when combined with other markers of organ dysfunction. Understanding the impact of interactions of non-infectious conditions and comorbidities on MDW and its diagnostic accuracy requires further elucidation.
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Affiliation(s)
- Marcela Kralovcova
- 1st Department of Internal Medicine, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic
| | - Jiri Müller
- 1st Department of Internal Medicine, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic
| | - Zdenka Hajsmanova
- Institute of Clinical Biochemistry and Hematology, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic
| | - Pavla Sigutova
- Institute of Clinical Biochemistry and Hematology, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic
| | - Lenka Bultasova
- Institute of Clinical Biochemistry and Hematology, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic
| | - Jana Palatova
- Institute of Clinical Biochemistry and Hematology, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic
| | - Martin Matejovic
- 1st Department of Internal Medicine, Faculty of Medicine in Pilsen, Teaching Hospital, Charles University, Prague, alej Svobody 80, 323 00, Pilsen, Czech Republic.
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García-Álvarez A, Posada Franco Y, Martinez-Novillo González M, Hernández Álvarez E, Serrano García I, Sanz-Casla MT. Monocyte distribution width (MDW): study of reference values in blood donors. Clin Chem Lab Med 2024; 62:1133-1137. [PMID: 38369513 DOI: 10.1515/cclm-2023-1495] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Accepted: 02/01/2024] [Indexed: 02/20/2024]
Abstract
OBJECTIVES Monocyte distribution width (MDW) is a new biomarker used as an early indicator of sepsis (ESId). It is often aids in the identification of patients who may develop sepsis. This study aims to establish the MDW reference interval (RI) within the healthy population of blood donors using EDTA-K2 as anticoagulant. Many hospitals use this biomarker as a means of identifying patients who present to the hospital with sepsis. METHODS A total of 274 samples obtained from healthy donors were analyzed. MDW measurements were taken within 2 h post-extraction. The RI was estimated using various statistical methodologies, including the recommended CLSI EP28-A3c guideline, non-parametric and robust methods, along with the Harrell-Davis bootstrap method applied to the entire sample. RESULTS The RI estimated through non-parametric method was 14.77 CI90 % (14.36-14.97)-21.13 CI90 % (20.89-21.68); RI using the robust method was 15.64-19.05 and RI using the Harrell-Davis bootstrap method was 14.73 CI90 % (14.53-14.92)-21.14 CI90 % (20.88-21.40). CONCLUSIONS Based on clinical applicability, we recommend utilizing the RI derived from the non-parametric method, aligning with the CLSI recommendations. Furthermore, we consider that our results can be taken as a reference in other laboratories that serve a population similar to our study cohort.
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Affiliation(s)
- Ana García-Álvarez
- Department of Medical Laboratory, Laboratory Medicine Institute, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
- Complutense University of Madrid, Faculty of Medicine, Madrid, Spain
| | - Yolanda Posada Franco
- Department of Medical Laboratory, Laboratory Medicine Institute, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
| | - Mercedes Martinez-Novillo González
- Department of Medical Laboratory, Laboratory Medicine Institute, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
| | - Elena Hernández Álvarez
- Department of Medical Laboratory, Laboratory Medicine Institute, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
| | - Irene Serrano García
- Research Methodological Support Unit, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
| | - María Teresa Sanz-Casla
- Department of Medical Laboratory, Laboratory Medicine Institute, Instituto de Investigación Sanitaria Hospital Clínico San Carlos (IdISSC), Hospital Clínico San Carlos, Madrid, Spain
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Liu Y, Wang R, Zhong S, Qian L, Wang D. Monocyte distribution width as an early predictor of short-term outcome in adult patients with sepsis. Clin Chem Lab Med 2024; 62:562-571. [PMID: 37815315 DOI: 10.1515/cclm-2023-0577] [Citation(s) in RCA: 6] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2023] [Accepted: 08/10/2023] [Indexed: 10/11/2023]
Abstract
OBJECTIVES Monocyte distribution width (MDW) is a quantitative measurement of monocyte anisocytosis and has been proposed as an efficient marker for early sepsis detection. This study aimed to assess the prognostic potential of MDW in septic patients. METHODS In this study, a total of 252 adult septic patients were enrolled. Demographic, clinical, and laboratory finding including MDW and traditional inflammatory biomarkers detected at three time points (day 1, day 3 and day 6) after admission were collected and compared between 28-day survivors and non-survivors. Receiver operating characteristic (ROC) curves, Kaplan-Meier survival curve and Cox regression analyses were performed to assess and compare their predictive values. Group-based trajectory modeling was applied to identify MDW trajectory endotypes. Basic characteristics and 28-day outcomes were compared between the trajectories. RESULTS ROC curve analysis showed that MDW levels measured on day 3 after admission (D3-MDW) had moderate prognostic value and was independently associated with 28-day mortality in patients with sepsis. A D3-MDW value of 26.20 allowed discrimination between survivors and non-survivors with a sensitivity of 77.8 % and a specificity of 67.6 %. However, the prognostic accuracy of D3-MDW was diminished in immune-compromised patients and patients who already received antibiotics before admission. Group-based trajectory modeling indicated that excessively elevated and delayed decreased MDW levels during the first week after admission inversely correlated with prognosis. CONCLUSIONS MDW values detected on day 3 after admission and its kinetic change might be potential markers for predicting short-term outcome in adult septic patients.
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Affiliation(s)
- Yin Liu
- Department of Laboratory Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, P.R. China
| | - Ruizhi Wang
- Department of Laboratory Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, P.R. China
| | - Shihua Zhong
- School of Basic Medical Sciences, Southern Medical University, Guangzhou, P.R. China
| | - Liu Qian
- Department of Medical Affair, Danaher Diagnostic Platform, Shanghai, P.R. China
| | - Dong Wang
- Department of Laboratory Medicine, The First Affiliated Hospital, Sun Yat-Sen University, Guangzhou, P.R. China
- Department of Laboratory Medicine, Guangxi Hospital Division of the First Affiliated Hospital, Sun Yat-Sen University, Nanning, P.R. China
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Harte JV, Coleman-Vaughan C, Crowley MP, Mykytiv V. It's in the blood: a review of the hematological system in SARS-CoV-2-associated COVID-19. Crit Rev Clin Lab Sci 2023; 60:595-624. [PMID: 37439130 DOI: 10.1080/10408363.2023.2232010] [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: 04/10/2023] [Accepted: 06/27/2023] [Indexed: 07/14/2023]
Abstract
The emergence of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has led to an unprecedented global healthcare crisis. While SARS-CoV-2-associated COVID-19 affects primarily the respiratory system, patients with COVID-19 frequently develop extrapulmonary manifestations. Notably, changes in the hematological system, including lymphocytopenia, neutrophilia and significant abnormalities of hemostatic markers, were observed early in the pandemic. Hematological manifestations have since been recognized as important parameters in the pathophysiology of SARS-CoV-2 and in the management of patients with COVID-19. In this narrative review, we summarize the state-of-the-art regarding the hematological and hemostatic abnormalities observed in patients with SARS-CoV-2-associated COVID-19, as well as the current understanding of the hematological system in the pathophysiology of acute and chronic SARS-CoV-2-associated COVID-19.
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Affiliation(s)
- James V Harte
- Department of Haematology, Cork University Hospital, Wilton, Cork, Ireland
- School of Biochemistry & Cell Biology, University College Cork, Cork, Ireland
| | | | - Maeve P Crowley
- Department of Haematology, Cork University Hospital, Wilton, Cork, Ireland
- Irish Network for Venous Thromboembolism Research (INViTE), Ireland
| | - Vitaliy Mykytiv
- Department of Haematology, Cork University Hospital, Wilton, Cork, Ireland
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Frugoli A, Ong J, Meyer B, Khiatah B, Bernstein R, Hernandez A, Diaz G. Monocyte Distribution Width Predicts Sepsis, Respiratory Failure, and Death in COVID-19. Cureus 2023; 15:e50525. [PMID: 38222192 PMCID: PMC10787605 DOI: 10.7759/cureus.50525] [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: 12/09/2023] [Indexed: 01/16/2024] Open
Abstract
Introduction Sepsis is the leading cause of hospital mortality nationwide. Early recognition has been shown to improve outcomes. This research investigates the use of monocyte distribution width's (MDW) ability to detect sepsis and clinically correlate to outcomes in COVID-19 infection. Methods This is a retrospective, single-center cohort study of adult patients with confirmed COVID-19 requiring hospital admission over a 14-month period (September 2020 to November 2021). MDW was evaluated as a cytomarker to predict disease severity, mortality, and determination of sepsis in patients with COVID-19. Additionally, MDW was compared to existing inflammatory markers, including procalcitonin, D-dimer, ferritin, and lactic acid. Results MDW was able to predict sepsis in patients with COVID-19. The average MDW was found to be significantly higher in the detection of sepsis (25.50 ± 5.93) vs. patients without (23.13 ± 4.46) (p < 0.01). MDW was able to correlate with clinical outcomes or respiratory failure/hypoxia and death. An MDW value of 24.9 was shown to be the best cut-off value in determining fatal outcomes; receiver operating characteristic curve analysis revealed an area under the curve value of 0.69 (95% CI: 0.55-0.71) with a sensitivity of 83% and specificity of 71%. A chi-square test was performed, which detected a significant association between MDW values and the final clinical outcome of COVID-19 (OR = 3.52, 95% CI: 1.78-7.11, p < 0.001). Additionally, the mean MDW of patients with hypoxia or respiratory failure was significantly higher (22 vs. 25, p < 0.1). MDW did not correlate with any of the existing inflammatory markers. Conclusion MDW is a novel and reliable cytomarker for identifying sepsis in patients with COVID-19 infection. High MDW values are associated with clinical outcomes of respiratory failure and death with a mortality rate or absolute risk of 25%. MDW is easily obtained from routine laboratory evaluation in the emergency room and has the potential to be a useful tool in the triage of COVID-19 patients.
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Affiliation(s)
- Amanda Frugoli
- Graduate Medical Education/Internal Medicine, Community Memorial Hospital, Ventura, USA
| | - Johnson Ong
- Graduate Medical Education/Internal Medicine, Community Memorial Hospital, Ventura, USA
| | - Brittany Meyer
- Graduate Medical Education/Internal Medicine, Community Memorial Hospital, Ventura, USA
| | - Bashar Khiatah
- Graduate Medical Education/Internal Medicine, Community Memorial Hospital, Ventura, USA
| | - Robert Bernstein
- Pulmonary and Critical Care Medicine/Internal Medicine, Community Memorial Hospital, Ventura, USA
| | - Anthony Hernandez
- Graduate Medical Education/Emergency Medicine, Community Memorial Hospital, Ventura, USA
| | - Graal Diaz
- Graduate Medical Education, Community Memorial Health System, Ventura, USA
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Mubaraki MA, Faqihi A, AlQhtani F, Hafiz TA, Alalhareth A, Thagfan FA, Elshanat S, Abdel-Gaber RA, Dkhil MA. Blood Biomarkers of Neonatal Sepsis with Special Emphasis on the Monocyte Distribution Width Value as an Early Sepsis Index. MEDICINA (KAUNAS, LITHUANIA) 2023; 59:1425. [PMID: 37629715 PMCID: PMC10456917 DOI: 10.3390/medicina59081425] [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: 06/18/2023] [Revised: 07/22/2023] [Accepted: 08/01/2023] [Indexed: 08/27/2023]
Abstract
Background and Objectives: Early detection of neonatal sepsis is critical because it is potentially fatal. Therefore, sepsis biomarkers of sufficient sensitivity and specificity are needed. This study aimed to evaluate the utility of peripheral blood parameters as neonatal sepsis biomarkers and the diagnostic performance of the monocyte distribution width (MDW) in sepsis in a neonatal intensive care unit. Materials and Methods: A cross-sectional study was conducted from September 2019 to August 2020 at the King Saud University Medical City in Riyadh, Saudi Arabia. Samples were collected and organised as follows: 77 study cases were subdivided into two subgroups (other health complication (49) and sepsis (28)), and there were 70 controls. The causative microorganisms of neonatal sepsis were isolated. Peripheral blood samples were collected from each neonate in an ethylenediaminetetraacetic acid tube for a complete blood count and a leukocyte differential count. Moreover, the receiver operating characteristic (ROC) curve analysis was used to measure the diagnostic performance of the MDW. Results: The haematological parameters and neonatal sepsis cases had a considerable correlation. The MDW was the most significant haematological parameter. The ROC analysis of the MDW demonstrated that the area under the curve was 0.89 (95% confidence interval: 0.867 to 0.998) with a sensitivity of 89.3%, a specificity of 88.2%, and a negative predictive value of 97.2% at the cut-off point of 23. Conclusions: The use of haematological parameters is feasible and can be performed rapidly. Neonatal sepsis showed a strong correlation with leukopenia, anaemia, thrombocytopenia, and an elevated MDW value. Moreover, the ROC curve analysis confirmed the high diagnostic ability of the MDW in neonatal sepsis prediction.
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Affiliation(s)
- Murad A. Mubaraki
- Clinical Laboratory Sciences Department, College of Applied Medical Sciences, King Saud University, Riyadh 12372, Saudi Arabia; (M.A.M.)
| | - Ayman Faqihi
- Pathology Department, King Saud University Medical City (KSUMC), Riyadh 12372, Saudi Arabia
| | - Fatmah AlQhtani
- Pathology Department, King Saud University Medical City (KSUMC), Riyadh 12372, Saudi Arabia
| | - Taghreed A. Hafiz
- Clinical Laboratory Sciences Department, College of Applied Medical Sciences, King Saud University, Riyadh 12372, Saudi Arabia; (M.A.M.)
| | | | - Felwa A. Thagfan
- Department of Biology, College of Science, Princess Nourah Bint Abdulrahman University, Riyadh 11671, Saudi Arabia
| | - Sherif Elshanat
- Department of Parasitology, Faculty of Veterinary Medicine, Alexandria University, Alexandria 22758, Egypt
| | | | - Mohamed A. Dkhil
- Department of Zoology and Entomology, Faculty of Sciences, Helwan University, Cairo 11795, Egypt
- Applied Science Research Center, Applied Science Private University, Amman 11931, Jordan
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12
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Agnello L, Ciaccio AM, Vidali M, Cortegiani A, Biundo G, Gambino CM, Scazzone C, Lo Sasso B, Ciaccio M. Monocyte distribution width (MDW) in sepsis. Clin Chim Acta 2023; 548:117511. [PMID: 37562521 DOI: 10.1016/j.cca.2023.117511] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/07/2023] [Accepted: 08/07/2023] [Indexed: 08/12/2023]
Abstract
Sepsis is a life-threatening syndrome due to a dysregulated host response to infection, which can be caused by bacterial, viral, or fungal infection. Thus, it is crucial to know how the different microorganisms influence the levels of a biomarker. In the last decade, monocyte distribution width (MDW) has emerged as a promising sepsis biomarker, especially in acute settings, such as the Emergency Department and Intensive Care Unit. In this article, we explore the relationship between MDW and the different pathogens causing infection. Noteworthy, MDW is not a biological molecule, but it is calculated by a mathematical formula based on monocyte characteristics. Monocytes represent the first line defence against microorganisms and undergo activation upon infection, independently from the invading pathogen. According to the knowledge on the biomarker biology and the few literatures evidence, MDW may be considered a biomarker of sepsis, independent of the causative pathogen. However, further investigations are warranted before drawing definite conclusion.
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Affiliation(s)
- Luisa Agnello
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Anna Maria Ciaccio
- Internal Medicine and Medical Specialties "G. D'Alessandro", Department of Health Promotion, Maternal and Infant Care, University of Palermo, Palermo, Italy
| | - Matteo Vidali
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Andrea Cortegiani
- Department of Surgical, Oncological and Oral Science, University of Palermo, Palermo, Italy
| | - Giuseppe Biundo
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Caterina Maria Gambino
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Concetta Scazzone
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Bruna Lo Sasso
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Marcello Ciaccio
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy.
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13
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Ligi D, Lo Sasso B, Henry BM, Ciaccio M, Lippi G, Plebani M, Mannello F. Deciphering the role of monocyte and monocyte distribution width (MDW) in COVID-19: an updated systematic review and meta-analysis. Clin Chem Lab Med 2023; 61:960-973. [PMID: 36626568 DOI: 10.1515/cclm-2022-0936] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2022] [Accepted: 12/20/2022] [Indexed: 01/11/2023]
Abstract
The SARS-CoV-2 infection is characterized by both systemic and organ hyper-thromboinflammation, with a clinical course ranging from mild up-to critical systemic dysfunction and death. In patients with coronavirus disease 2019 (COVID-19) the monocyte/macrophage population is deeply involved as both trigger and target, assuming the value of useful diagnostic/prognostic marker of innate cellular immunity. Several studies correlated morphological and immunophenotypic alterations of circulating monocytes with clinical outcomes in COVID-19 patients, concluding that monocyte distribution width (MDW) may retain clinical value in stratifying the risk of disease worsening. Through an electronic search in Medline and Scopus we performed an updated literature review and meta-analysis aimed to explore the association between increased MDW levels and illness severity in COVID-19 patients, deciphering role(s) and function(s) of monocytes in the harmful network underlining SARS-CoV-2 infection. We found that significantly elevated MDW values were frequently present in COVID-19 patients who developed unfavorable clinical outcomes, compounded by a significant association between monocyte anisocytosis and SARS-CoV-2 outcomes. These findings suggest that blood MDW index and its scatter plot could represent useful routine laboratory tools for early identification of patients at higher risk of unfavorable COVID-19 and for monitoring the progression of viral infection, clinical outcomes, and therapeutic efficacy throughout hospitalization. According to this evidence, therapeutic decisions in patients with SARS-CoV-2 infection could benefit from monitoring MDW value, with administration of drugs limiting thrombo-inflammation due to monocyte hyper-activation in patients with severe/critical COVID-19 disease.
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Affiliation(s)
- Daniela Ligi
- Unit of Clinical Biochemistry, Section of Biochemistry and Biotechnology, Department of Biomolecular Sciences-DISB, University of Urbino Carlo Bo, Urbino, Italy
| | - Bruna Lo Sasso
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, BiND, University of Palermo, Palermo, Italy
| | - Brandon M Henry
- Clinical Laboratory, Division of Nephrology and Hypertension, Cincinnati Children's Hospital Medical Center, Cincinnati, OH, USA
| | - Marcello Ciaccio
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, BiND, University of Palermo, Palermo, Italy
| | - Giuseppe Lippi
- Section of Clinical Biochemistry and School of Medicine, University Hospital of Verona, Verona, Italy
| | - Mario Plebani
- Department of Laboratory Medicine, University-Hospital of Padova, Padova, Italy
| | - Ferdinando Mannello
- Unit of Clinical Biochemistry, Section of Biochemistry and Biotechnology, Department of Biomolecular Sciences-DISB, University of Urbino Carlo Bo, Urbino, Italy
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14
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Wakamatsu K, Nagasawa Z, Katsuki K, Kumazoe H, Yasuda M, Kawamoto S, Kawamura A, Ueno T, Kiyotani R, Fukui I, Maki S, Nagata N, Kawasaki M, Yamada H. Retrospective study on the efficacy of monocyte distribution width (MDW) as a screening test for COVID-19. Eur J Med Res 2023; 28:136. [PMID: 36973757 PMCID: PMC10040926 DOI: 10.1186/s40001-023-01086-7] [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: 06/21/2022] [Accepted: 03/03/2023] [Indexed: 03/29/2023] Open
Abstract
BACKGROUND Pathogenic genetic testing for coronavirus disease 2019 (COVID-19) can detect viruses with high sensitivity; however, there are several challenges. In the prevention, testing, and treatment of COVID-19, more effective, safer, and convenient methods are desired. We evaluated the possibility of monocyte distribution width (MDW) as an infection biomarker in COVID-19 testing. METHODS The efficacy of MDW as a screening test for COVID-19 was retrospectively assessed in 80 patients in the COVID-19 group and 232 patients in the non-COVID-19 group (141 patients with acute respiratory infection, 19 patients with nonrespiratory infection, one patient with a viral infection, 11 patients who had received treatment for COVID-19, one patient in contact with COVID-19 patients, and 59 patients with noninfectious disease). RESULTS The median MDW in 80 patients in the COVID-19 group was 23.3 (17.2-33.6), and the median MDW in 232 patients in the non-COVID-19 group was 19.0 (13.6-30.2) (P < 0.001). When the COVID-19 group was identified using the MDW cut-off value of 21.3 from the non-COVID-19 group, the area under the curve (AUC) was 0.844, and the sensitivity and specificity were 81.3% and 78.2%, respectively. Comparison of MDW by severity between the COVID-19 group and patients with acute respiratory infection in the non-COVID-19 group showed that MDW was significantly higher in the COVID-19 group for all mild, moderate I, and moderate II disease. CONCLUSIONS MDW (cut-off value: 21.3) may be used as a screening test for COVID-19 in fever outpatients. Trial registration This study was conducted after being approved by the ethics committee of National Hospital Organization Omuta National Hospital (Approval No. 3-19). This study can be accessed via https://omuta.hosp.go.jp/files/000179721.pdf .
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Affiliation(s)
- Kentaro Wakamatsu
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan.
| | - Zenzo Nagasawa
- Department of Medical Technology and Science, Faculty of Fukuoka Health Care, International University of Health and Welfare, 137-1 Enokizu, Okawa City, Fukuoka, 831-8501, Japan
| | - Kouta Katsuki
- Department of Clinical Laboratory, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Hiroyuki Kumazoe
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Masayo Yasuda
- Department of Clinical Laboratory, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Sae Kawamoto
- Department of Clinical Laboratory, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Ayano Kawamura
- Department of Clinical Laboratory, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Tsuyoshi Ueno
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Ruriko Kiyotani
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Izumi Fukui
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Sanae Maki
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Nobuhiko Nagata
- Department of Respiratory Medicine, Fukuoka Sanno Hospital, 3-6-45 Momochihama, Sawara-ku, Fukuoka City, Fukuoka, 814-0001, Japan
| | - Masayuki Kawasaki
- Department of Respiratory Medicine, National Hospital Organization Omuta National Hospital, 1044-1 Oaza, Tachibana, Omuta City, Fukuoka, 837-0911, Japan
| | - Hozumi Yamada
- Department of Respiratory Medicine, Keitendo Koga Hospital, 1150 Kamioda, Kohoku Town, Kishima Gun, Saga, 849-0506, Japan
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15
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Comparison of the Diagnostic Accuracies of Monocyte Distribution Width, Procalcitonin, and C-Reactive Protein for Sepsis: A Systematic Review and Meta-Analysis. Crit Care Med 2023; 51:e106-e114. [PMID: 36877030 PMCID: PMC10090344 DOI: 10.1097/ccm.0000000000005820] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/07/2023]
Abstract
OBJECTIVES We performed a systemic review and meta-analysis to evaluate the diagnostic accuracy of monocyte distribution width (MDW) and to compare with procalcitonin and C-reactive protein (CRP), in adult patients with sepsis. DATA SOURCES A systematic literature search was performed in PubMed, Embase, and the Cochrane Library to identify all relevant diagnostic accuracy studies published before October 1, 2022. STUDY SELECTION Original articles reporting the diagnostic accuracy of MDW for sepsis detection with the Sepsis-2 or Sepsis-3 criteria were included. DATA EXTRACTION Study data were abstracted by two independent reviewers using a standardized data extraction form. DATA SYNTHESIS Eighteen studies were included in the meta-analysis. The pooled sensitivity and specificity of MDW were 84% (95% CI [79-88%]) and 68% (95% CI [60-75%]). The estimated diagnostic odds ratio and the area under the summary receiver operating characteristic curve (SROC) were 11.11 (95% CI [7.36-16.77]) and 0.85 (95% CI [0.81-0.89]). Significant heterogeneity was observed among the included studies. Eight studies compared the diagnostic accuracies of MDW and procalcitonin, and five studies compared the diagnostic accuracies of MDW and CRP. For MDW versus procalcitonin, the area under the SROC was similar (0.88, CI = 0.84-0.93 vs 0.82, CI = 0.76-0.88). For MDW versus CRP, the area under the SROC was similar (0.88, CI = 0.83-0.93 vs 0.86, CI = 0.78-0.95). CONCLUSIONS The results of the meta-analysis indicate that MDW is a reliable diagnostic biomarker for sepsis as procalcitonin and CRP. Further studies investigating the combination of MDW and other biomarkers are advisable to increase the accuracy in sepsis detection.
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16
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vom Werth KL, Kemper B, Kampmeier S, Mellmann A. Application of Digital Holographic Microscopy to Analyze Changes in T-Cell Morphology in Response to Bacterial Challenge. Cells 2023; 12:cells12050762. [PMID: 36899897 PMCID: PMC10000559 DOI: 10.3390/cells12050762] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 02/16/2023] [Accepted: 02/24/2023] [Indexed: 03/06/2023] Open
Abstract
Quantitative phase imaging (QPI) is a non-invasive, label-free technique used to detect aberrant cell morphologies caused by disease, thus providing a useful diagnostic approach. Here, we evaluated the potential of QPI to differentiate specific morphological changes in human primary T-cells exposed to various bacterial species and strains. Cells were challenged with sterile bacterial determinants, i.e., membrane vesicles or culture supernatants, derived from different Gram-positive and Gram-negative bacteria. Timelapse QPI by digital holographic microscopy (DHM) was applied to capture changes in T-cell morphology over time. After numerical reconstruction and image segmentation, we calculated single cell area, circularity and mean phase contrast. Upon bacterial challenge, T-cells underwent rapid morphological changes such as cell shrinkage, alterations of mean phase contrast and loss of cell integrity. Time course and intensity of this response varied between both different species and strains. The strongest effect was observed for treatment with S. aureus-derived culture supernatants that led to complete lysis of the cells. Furthermore, cell shrinkage and loss of circular shape was stronger in Gram-negative than in Gram-positive bacteria. Additionally, T-cell response to bacterial virulence factors was concentration-dependent, as decreases in cellular area and circularity were enhanced with increasing concentrations of bacterial determinants. Our findings clearly indicate that T-cell response to bacterial stress depends on the causative pathogen, and specific morphological alterations can be detected using DHM.
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Affiliation(s)
| | - Björn Kemper
- Biomedical Technology Center of the Medical Faculty, University of Münster, 48149 Münster, Germany
| | - Stefanie Kampmeier
- Institute of Hygiene, University Hospital Münster, 48149 Münster, Germany
| | - Alexander Mellmann
- Institute of Hygiene, University Hospital Münster, 48149 Münster, Germany
- Correspondence: ; Tel.: +49-251-83-55361
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17
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Hoffmann JJML. Cell population data: much more to explore. Clin Chem Lab Med 2023; 61:377-379. [PMID: 36622868 DOI: 10.1515/cclm-2022-1173] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
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18
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Bajić D, Matijašević J, Andrijević L, Zarić B, Lalić-Popović M, Andrijević I, Todorović N, Mihajlović A, Tapavički B, Ostojić J. Prognostic Role of Monocyte Distribution Width, CRP, Procalcitonin and Lactate as Sepsis Biomarkers in Critically Ill COVID-19 Patients. J Clin Med 2023; 12:jcm12031197. [PMID: 36769843 PMCID: PMC9917557 DOI: 10.3390/jcm12031197] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2022] [Revised: 01/26/2023] [Accepted: 01/31/2023] [Indexed: 02/05/2023] Open
Abstract
The severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) caused a global pandemic and one group of patients has developed a severe form of COVID-19 pneumonia with an urgent need for hospitalization and intensive care unit (ICU) admission. The aim of our study was to evaluate the prognostic role of MDW, CRP, procalcitonin (PCT), and lactate in critically ill COVID-19 patients. The primary outcome of interest is the 28 day mortality of ICU patients with confirmed SARS-CoV-2 infection and sepsis (according to Sepsis 3 criteria with acute change in SOFA score ≥ 2 points). Patients were divided into two groups according to survival on the 28th day after admission to the ICU. Every group was divided into two subgroups (women and men). Nonparametric tests (Mann-Whitney) for variables age, PCT, lactate, and MDW were lower than alpha p < 0.05, so there was a significant difference between survived and deceased patients. The Chi-square test confirmed statistically significant higher values of MDW and lactate in the non-survivor group. We found a significant association between MDW, lactate, procalcitonin, and fatal outcome, higher values were reported in the deceased group.
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Affiliation(s)
- Dejana Bajić
- Department of Biochemistry, Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
- Correspondence: ; Tel.: +381-60-6-330-550
| | - Jovan Matijašević
- Institute for Pulmonary Diseases of Vojvodina, Put Dr Goldmana Street 4, 21204 Sremska Kamenica, Serbia
- Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Ljiljana Andrijević
- Department of Biochemistry, Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Bojan Zarić
- Institute for Pulmonary Diseases of Vojvodina, Put Dr Goldmana Street 4, 21204 Sremska Kamenica, Serbia
- Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Mladena Lalić-Popović
- Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Ilija Andrijević
- Institute for Pulmonary Diseases of Vojvodina, Put Dr Goldmana Street 4, 21204 Sremska Kamenica, Serbia
- Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Nemanja Todorović
- Department of Pharmacy, Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Andrea Mihajlović
- Department of Physiology, Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Borislav Tapavički
- Department of Physiology, Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
| | - Jelena Ostojić
- Faculty of Medicine, University of Novi Sad, Street Hajduk Veljkova 3, 21137 Novi Sad, Serbia
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Ciaccio AM, Agnello L, Sasso BL, Giglio RV, Iacona A, Gambino CM, Scazzone C, Tuttolomondo A, Ciaccio M. Monocyte Distribution Width (MDW) as a biomarker of sepsis: An evidenced-based laboratory medicine approach. Clin Chim Acta 2023; 540:117214. [PMID: 36596354 DOI: 10.1016/j.cca.2022.117214] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2022] [Revised: 12/23/2022] [Accepted: 12/29/2022] [Indexed: 01/01/2023]
Abstract
Monocyte Distribution Width (MDW) is a new generation cell blood count parameter providing a measure of monocyte anisocytosis. In the last decades, it has emerged as a reliable biomarker of sepsis in the acute setting, especially emergency department, and intensive care unit. MDW has several advantages over commonly used sepsis biomarkers, including low-cost, ease and speed of measurement. The clinical usefulness of MDW has been established in several studies and some clinical laboratory medicines have already implemented it in their routine. In this article, we describe the analytical and clinical features of MDW to guide its appropriate use in clinical practice by integrating the research evidence with real-world laboratory experience. The proper use of a biomarker is critical for improving patients' care and outcome as well as ensuring healthcare quality.
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Affiliation(s)
- Anna Maria Ciaccio
- Department of Health Promotion, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro", University of Palermo, 90127 Palermo, Italy
| | - Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Alessandro Iacona
- Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Caterina Maria Gambino
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Concetta Scazzone
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy
| | - Antonino Tuttolomondo
- Department of Health Promotion, Maternal and Infant Care, Internal Medicine and Medical Specialties, "G. D'Alessandro", University of Palermo, 90127 Palermo, Italy
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy.
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20
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Meraj F, Shaikh S, Maqsood S, Kanani F, Khan H, Jamal S. Monocyte Distribution Width, a Novel Biomarker for Early Sepsis Screening and Comparison with Procalcitonin and C-Reactive Protein. J Lab Physicians 2023. [DOI: 10.1055/s-0042-1758666] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/20/2023] Open
Abstract
Abstract
Objectives Monocyte distribution width (MDW) can be used for the early recognition of sepsis. The study compared the diagnostic accuracy of the MDW with two well-known sepsis biomarkers, procalcitonin (PCT) and C-reactive protein (CRP).
Materials and Methods A study was conducted from July 2021 to October 2021, on 111 patients admitted to the Indus Hospital and Health Network. Patients from the ages of 1 to 90 years were enrolled if hospitalized for more than 24 hours for suspected sepsis to avoid inclusion of patients who had short-term stay in the emergency department. According to the Sequential Organ Failure Assessment score, the clinical team did the characterization of cases as with sepsis or without sepsis. SPSS version 24 was used, and the diagnostic accuracy of MDW was assessed and compared using the area under the curves (AUCs) acquired from receiver operating characteristic curves. Pearson's chi-square/Fisher's exact test (as per need) was applied to determine the association. A p-value of less than 0.05 was considered significant.
Results Among 111 patients, 81 (73%) patients were labeled with sepsis and 30 (27%) were without sepsis. We have reported significantly higher MDW, PCT, and CRP levels in septic patients (p < 0.001). The AUC of MDW was comparable with PCT (0.794). Significant cutoff value for the MDW was greater than 20.24 U with 86% sensitivity and 73% specificity.
Conclusion MDW may have a predictive ability similar to PCT and CRP in terms of sepsis and, thus, can be used as a standard parameter for the timely diagnosis of sepsis.
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Affiliation(s)
- Fatima Meraj
- Department of Hematology & Blood Center, Indus Hospital & Health Network, Karachi, Pakistan
| | - Sumera Shaikh
- Department of Hematology & Blood Center, Indus Hospital & Health Network, Karachi, Pakistan
| | - Sidra Maqsood
- Indus Hospital Research Centre, Indus Hospital & Health Network, Karachi, Pakistan
| | - Fatima Kanani
- Department of Chemical Pathology, Indus Hospital & Health Network, Karachi, Pakistan
| | - Hamza Khan
- Department of Hematology & Blood Center, Indus Hospital & Health Network, Karachi, Pakistan
| | - Saba Jamal
- Department of Hematology & Blood Center, Indus Hospital & Health Network, Karachi, Pakistan
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21
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Malinovska A, Hernried B, Lin A, Badaki-Makun O, Fenstermacher K, Ervin AM, Ehrhardt S, Levin S, Hinson JS. Monocyte Distribution Width as a Diagnostic Marker for Infection: A Systematic Review and Meta-analysis. Chest 2023:S0012-3692(23)00122-8. [PMID: 36681146 DOI: 10.1016/j.chest.2022.12.049] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2022] [Revised: 11/16/2022] [Accepted: 12/22/2022] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND Monocyte distribution width (MDW) is an emerging biomarker for infection. It is available easily and quickly as part of the CBC count, which is performed routinely on hospital admission. The increasing availability and promising results of MDW as a biomarker in sepsis has prompted an expansion of its use to other infectious diseases. RESEARCH QUESTION What is the diagnostic performance of MDW across multiple infectious disease outcomes and care settings? STUDY DESIGN AND METHODS A systematic review of the diagnostic performance of MDW across multiple infectious disease outcomes was conducted by searching PubMed, Embase, Scopus, and Web of Science through February 4, 2022. Meta-analysis was performed for outcomes with three or more reports identified (sepsis and COVID-19). Diagnostic performance measures were calculated for individual studies with pooled estimates created by linear mixed-effects models. RESULTS We identified 29 studies meeting inclusion criteria. Most examined sepsis (19 studies) and COVID-19 (six studies). Pooled estimates of diagnostic performance for sepsis differed by reference standard (Second vs Third International Consensus Definitions for Sepsis and Septic Shock criteria) and tube anticoagulant used and ranged from an area under the receiver operating characteristic curve (AUC) of 0.74 to 0.94, with mean sensitivity of 0.69 to 0.79 and mean specificity of 0.57 to 0.86. For COVID-19, the pooled AUC of MDW was 0.76, mean sensitivity was 0.79, and mean specificity was 0.59. INTERPRETATION MDW exhibited good diagnostic performance for sepsis and COVID-19. Diagnostic thresholds for sepsis should be chosen with consideration of reference standard and tube type used. TRIAL REGISTRY Prospero; No.: CRD42020210074; URL: https://www.crd.york.ac.uk/prospero/.
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Affiliation(s)
- Alexandra Malinovska
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD; Center for Clinical Trials and Evidence Synthesis, Department of Epidemiology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Benjamin Hernried
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Andrew Lin
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Oluwakemi Badaki-Makun
- Division of Pediatric Emergency Medicine, Department of Pediatrics, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Katherine Fenstermacher
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Ann Margret Ervin
- Center for Clinical Trials and Evidence Synthesis, Department of Epidemiology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Stephan Ehrhardt
- Center for Clinical Trials and Evidence Synthesis, Department of Epidemiology, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Scott Levin
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD
| | - Jeremiah S Hinson
- Department of Emergency Medicine, Johns Hopkins University School of Medicine, Baltimore, MD.
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22
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Vasse M, Sukhachev D, Ballester MC, Delcominette F, Mellot F, Habarou F, Védrenne A, Jolly E, Sukhacheva E, Farfour E, Pascreau T. Prognostic value of cellular population data in patients with COVID-19. INFORMATICS IN MEDICINE UNLOCKED 2023; 38:101207. [PMID: 36919041 PMCID: PMC9991930 DOI: 10.1016/j.imu.2023.101207] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2022] [Revised: 02/28/2023] [Accepted: 03/01/2023] [Indexed: 03/11/2023] Open
Abstract
Background and aims Beckman Coulter hematology analysers identify leukocytes by their volume (V), conductivity (C) and scatter (S) of a laser beam at different angles. Each leukocyte sub-population [neutrophils (NE), lymphocytes (LY), monocytes (MO)] is characterized by the mean (MN) and the standard deviation (SD) of 7 measurements called "cellular population data" (@CPD), corresponding to morphological analysis of the leukocytes. As severe forms of infections to SARS-CoV-2 are characterized by a functional activation of mononuclear cells, leading to a cytokine storm, we evaluated whether CPD variations are correlated to the inflammation state, oxygen requirement and lung damage and whether CPD analysis could be useful for a triage of patients with COVID-19 in the Emergency Department (ED) and could help to identify patients with a high risk of worsening. Materials and method The CPD of 825 consecutive patients with proven COVID-19 presenting to the ED were recorded and compared to classical biochemical parameters, the need for hospitalization in the ward or ICU, the need for oxygen, or lung injury on CT-scan. Results 40 of the 42 CPD were significantly modified in COVID-19 patients in comparison to 245 controls. @MN-V-MO and @SD-V-MO were highly correlated with C-reactive protein, procalcitonin, ferritin and D-dimers. SD-UMALS-LY > 21.45 and > 23.92 identified, respectively, patients with critical lung injuries (>75%) and requiring tracheal intubation. @SD-V-MO > 25.03 and @SD-V-NE > 19.4 identified patients required immediate ICU admission, whereas a @MN-V-MO < 183 suggested that the patient could be immediately discharged. Using logistic regression, the combination of 8 CPD with platelet and basophil counts and the existence of diabetes or obesity could identify patients requiring ICU after a first stay in conventional wards (area under the curve = 0.843). Conclusion CPD analysis constitutes an easy and inexpensive tool for triage and prognosis of COVID-19 patients in the ED.
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Affiliation(s)
- Marc Vasse
- Service de Biologie Clinique, Hôpital Foch, Suresnes, France
- UMRS 1176, Hôpital du Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
| | | | | | | | - François Mellot
- Imagerie diagnostique et Interventionnelle, Hôpital Foch, Suresnes, France
| | | | | | - Emilie Jolly
- Service de Biologie Clinique, Hôpital Foch, Suresnes, France
| | | | - Eric Farfour
- Service de Biologie Clinique, Hôpital Foch, Suresnes, France
| | - Tiffany Pascreau
- Service de Biologie Clinique, Hôpital Foch, Suresnes, France
- UMRS 1176, Hôpital du Kremlin-Bicêtre, Le Kremlin-Bicêtre, France
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23
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Manetti S, Cumetti M, De Benedictis A, Lettieri E. Adoption of novel biomarker test parameters with machine learning-based algorithms for the early detection of sepsis in hospital practice. J Nurs Manag 2022; 30:3754-3764. [PMID: 36125938 PMCID: PMC10092467 DOI: 10.1111/jonm.13807] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Revised: 07/29/2022] [Accepted: 09/14/2022] [Indexed: 12/30/2022]
Abstract
AIMS We aim (i) to redesign sepsis's clinical pathway and fit the organizational requirements of a novel machine-learning algorithm incorporating a novel biomarker test and (ii) to assess adoption drivers of the new combined technology. BACKGROUND There is an urgent need to achieve sepsis' early detection and diagnostic excellence. METHODS A qualitative study based on semi-structured interviews conducted at the target site and across other Italian hospitals. A content analysis was undertaken, emergent themes were selected and categorized, and interviews were conducted until saturation was reached. RESULTS Sixteen nurses (10 at the target site and six across other hospitals) and nine non-nursing professionals (seven at the target site and two across other hospitals) were interviewed. An organizational redesign was identified as the primary adoption driver. Even though nurses perceived workload increase related to the machine-learning component, technology acceptability was relatively high, as the standardization of tasks was perceived as crucial to improving professional satisfaction. CONCLUSIONS A novel business-oriented solution based on machine learning requires interprofessional integration, new professional roles, infrastructure improvement, and data integration to be effectively implemented. IMPLICATIONS FOR NURSING MANAGEMENT Lessons learned from this study suggest the need to involve nurses in the early stages of the design of new machine-learning technologies and the importance of training nurses on sepsis management through the support of disruptive technological innovation.
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Affiliation(s)
- Stefania Manetti
- Management and Health Laboratory, Institute of Management, EMbeDS Department, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Michele Cumetti
- Management and Health Laboratory, Institute of Management, EMbeDS Department, Scuola Superiore Sant'Anna, Pisa, Italy
| | - Anna De Benedictis
- Department of Healthcare Professions, Campus Bio-Medico of Rome University Hospital, Rome, Italy
| | - Emanuele Lettieri
- Department of Management Engineering, Politecnico di Milano, Milan, Italy
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24
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Hoffmann JJML, Urrechaga E. Recent advances in laboratory hematology reflected by a decade of CCLM publications. Clin Chem Lab Med 2022; 61:829-840. [PMID: 36285728 DOI: 10.1515/cclm-2022-0962] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2022] [Accepted: 09/27/2022] [Indexed: 11/15/2022]
Abstract
Abstract
On the occasion of the 60th anniversary of Clinical Chemistry and Laboratory Medicine (CCLM) we present a review of recent developments in the discipline of laboratory hematology as these are reflected by papers published in CCLM in the period 2012–2022. Since data on CCLM publications from 1963 to 2012 are also available, we were able to make a comparison between the two periods. This interestingly revealed that the share of laboratory hematology papers has steadily increased and reached now 16% of all papers published in CCLM. It also became evident that blood coagulation and fibrinolysis, erythrocytes, platelets and instrument and method evaluation constituted the ‘hottest’ topics with regard to number of publications. Some traditional, characteristic CCLM categories like reference intervals, standardization and harmonization, were more stable and probably will remain so in the future. With the advent of important newer topics, like new coagulation assays and drugs and cell population data generated by hematology analyzers, laboratory hematology is anticipated to remain a significant discipline in CCLM publications.
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Affiliation(s)
| | - Eloísa Urrechaga
- Biocruces Bizkaia Health Research Institute , Baracaldo , Spain
- Core Laboratory, Hospital Galdakao Usansolo , Vizcaya , Spain
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25
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Wu J, Liang J, An S, Zhang J, Xue Y, Zeng Y, Li L, Luo J. Novel biomarker panel for the diagnosis and prognosis assessment of sepsis based on machine learning. Biomark Med 2022; 16:1129-1138. [PMID: 36632836 DOI: 10.2217/bmm-2022-0433] [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: 01/13/2023] Open
Abstract
Background: The authors investigated a panel of novel biomarkers for diagnosis and prognosis assessment of sepsis using machine learning (ML) methods. Methods: Hematological parameters, liver function indices and inflammatory marker levels of 332 subjects were retrospectively analyzed. Results: The authors constructed sepsis diagnosis models and identified the random forest (RF) model to be the most optimal. Compared with PCT (procalcitonin) and CRP (C-reactive protein), the RF model identified sepsis patients at an earlier stage. The sepsis group had a mortality rate of 36.3%, and the RF model had greater predictive ability for the 30-day mortality risk of sepsis patients. Conclusion: The RF model facilitated the identification of sepsis patients and showed greater accuracy in predicting the 30-day mortality risk of sepsis patients.
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Affiliation(s)
- Juehui Wu
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Jianbo Liang
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Shu An
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Jingcong Zhang
- Department of Internal Medicine, Medical Intensive Care Unit & Division of Respiratory Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People's Republic of China
| | - Yimin Xue
- Department of Laboratory Medicine & Technology, Yunkang School of Medicine & Health, Nanfang University, Guangzhou, 510970, People's Republic of China
| | - Yanlin Zeng
- Department of Laboratory Medicine & Technology, Yunkang School of Medicine & Health, Nanfang University, Guangzhou, 510970, People's Republic of China
| | - Laisheng Li
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People's Republic of China
| | - Jinmei Luo
- Department of Internal Medicine, Medical Intensive Care Unit & Division of Respiratory Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People's Republic of China
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26
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Muacevic A, Adler JR. Monocyte Distribution Width (MDW) as an Early Investigational Marker for the Diagnosis of Sepsis in an Emergency Department of a Tertiary Care Hospital in North India. Cureus 2022; 14:e30302. [PMID: 36407147 PMCID: PMC9659311 DOI: 10.7759/cureus.30302] [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: 10/14/2022] [Indexed: 11/29/2022] Open
Abstract
Background Sepsis is an emergency state in response to an infectious process ultimately leading to multiorgan dysfunction and death. There is an urgent need for sepsis detection methods, especially in emergency settings. To fill this gap, monocyte distribution width (MDW) was studied as an early indicator of sepsis. Aim To evaluate MDW as an early marker of sepsis. Material and methods This was a prospective observational study including critically ill adult patients who presented to the emergency department. MDW was measured using a DxH 900 Hematology Analyser (Beckman Coulter Inc., Miami, FL). Abnormal MDW (>20.0) was considered a predictor of sepsis. Results A total of 148 patients were included and categorized according to the Sepsis-2 and Sepsis-3 criteria, as having sepsis (25.6%), sepsis with shock (21.6%), and non-sepsis (52.8%). In patients with sepsis with and without shock, MDW was 28.28 ± 9.20 and 28.02 ± 9.01, respectively, significantly higher than in patients without sepsis (p < 0.001). The diagnostic accuracy value of MDW testing for early sepsis detection was highly significant (0.74, p < 0.000). Conclusion MDW can be used as a marker for the early prediction of sepsis.
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27
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Bordignon JC, Bueno Gardona RG, Vasconcellos LDS, Iachinski JS, Dambros RH, Arruda G, Reis BC, Abdala E. Thermal and chronological stability of monocyte distribution width (MDW), the new biomarker for sepsis. Clin Chem Lab Med 2022; 60:e232-e234. [PMID: 35857658 DOI: 10.1515/cclm-2022-0485] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/20/2022] [Accepted: 07/05/2022] [Indexed: 11/15/2022]
Affiliation(s)
| | | | | | | | | | - Gisele Arruda
- Health Sciences Center, State University of Western Paraná, Francisco Beltrão Campus, Francisco Beltrão, Paraná, Brazil
| | - Beatriz Castro Reis
- State University of Western Paraná (UNIOESTE), Francisco Beltrão Campus, Pato Branco, Paraná, Brazil
| | - Edson Abdala
- University of São Paulo (FMUSP), São Paulo, São Paulo, Brazil
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28
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Hou SK, Lin HA, Tsai HW, Lin CF, Lin SF. Monocyte Distribution Width in Children With Systemic Inflammatory Response: Retrospective Cohort Examining Association With Early Sepsis. Pediatr Crit Care Med 2022; 23:698-707. [PMID: 35704311 DOI: 10.1097/pcc.0000000000003019] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
OBJECTIVES To investigate the association between increased monocyte distribution width (MDW) and pediatric sepsis in the emergency department (ED). DESIGN Retrospective cohort study. SETTING A single academic hospital study. PATIENTS Patients from birth to the age of 18 years who presented at the ED of an academic hospital with systemic inflammatory response syndrome (SIRS) were consecutively enrolled. Sepsis was diagnosed using the International Pediatric Surviving Sepsis Campaign criteria. INTERVENTIONS Antibiotic treatment was administrated once infection was suspected. MEASUREMENTS AND MAIN RESULTS Routine complete blood cell count, neutrophil-to-lymphocyte ratio (NLR), and MDW, a new inflammatory biomarker, were evaluated in the ED. Logistic regression models were used to explore associations with early pediatric sepsis. We included 201 patients with sepsis and 1,050 without sepsis. In the multivariable model, MDW greater than 23 U (odds ratio [OR], 4.97; 95% CI, 3.42-7.22; p < 0.0001), NLR greater than 6 (OR, 2.06; 95% CI, 1.43-2.94; p = 0.0001), WBC greater than 11,000 cells/µL (OR, 6.52; 95% CI, 4.45-9.53; p < 0.0001), and the SIRS score (OR, 3.42; 95% CI, 2.57-4.55; p < 0.0001) were associated with pediatric sepsis. In subgroup analysis, MDW greater than 23 U remained significantly associated with sepsis for children 6-12 years old (OR, 6.76; 95% CI, 2.60-17.57; p = 0.0001) and 13-18 years (OR, 17.49; 95% CI, 7.69-39.76; p = 0.0001) with an area under the receiver operating curve of 0.8-0.9. CONCLUSIONS MDW greater than 23 U at presentation is associated with the early diagnosis of sepsis in children greater than or equal to 6 years old. This parameter should be considered as a stratification variable in studies of pediatric sepsis.
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Affiliation(s)
- Sen-Kuang Hou
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei, Taiwan
- Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Hui-An Lin
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei, Taiwan
- Graduate Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei, Taiwan
| | - Hung-Wei Tsai
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei, Taiwan
| | - Chiou-Feng Lin
- Department of Microbiology and Immunology, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
| | - Sheng-Feng Lin
- Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei, Taiwan
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29
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Agnello L, Giglio RV, Gambino CM, Iacona A, Mancuso G, Biundo G, Lo Sasso B, Vidali M, Ciaccio M. Time-dependent stability of monocyte distribution width (MDW). Clin Chim Acta 2022; 533:40-41. [PMID: 35714937 DOI: 10.1016/j.cca.2022.06.013] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2022] [Accepted: 06/10/2022] [Indexed: 11/19/2022]
Affiliation(s)
- Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Caterina Maria Gambino
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Alessandro Iacona
- Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Giovanna Mancuso
- Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Giuseppe Biundo
- Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy
| | - Matteo Vidali
- Foundation IRCCS Ca' Grande Ospedale Maggiore Policlinico, 20122 Milan, Italy
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; Department of Laboratory Medicine, University Hospital "P. Giaccone", 90127 Palermo, Italy.
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30
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Wu J, Li L, Luo J. Diagnostic and Prognostic Value of Monocyte Distribution Width in Sepsis. J Inflamm Res 2022; 15:4107-4117. [PMID: 35898818 PMCID: PMC9309295 DOI: 10.2147/jir.s372666] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/14/2022] [Indexed: 11/26/2022] Open
Abstract
Monocyte distribution width (MDW) is a blood monocyte morphological parameter that can be easily detected by an automated hemocyte analyzer and can provide clinicians with important information about cell volume variability in peripheral blood monocyte populations. The United States' Food and Drug Administration and Conformite Europeenne have both been cleared for their clinical application in the detection of sepsis and developing sepsis in adult patients in the emergency department (ED). Recently, MDW has been found to have an early diagnosis and predictive value for sepsis in neonates and COVID-19 patients. Here, we summarize the findings of the studies investigating the clinical application of MDW in sepsis. Under different stimuli, especially in infectious diseases, the activation of innate immunity is the host's first defense mechanism, and the change in monocyte volume is considered an early indicator reflecting the state of activation of innate immunity. Pivotal study data from a large multicenter patient cohort showed that abnormal MDW at presentation increases the odds of sepsis, considering the combination of MDW and White Blood Cell Count (WBC) as part of a standard sepsis assessment protocol for ED, which may increase the sensitivity and specificity of sepsis diagnosis. Meanwhile, MDW shares a diagnostic performance comparable to that of conventional biomarkers (C-reactive protein and procalcitonin) in sepsis. In addition, some evidence suggests that increased MDW, both in adults and neonates, may be associated with unfavorable short- and long-term outcomes, which indicates its prognostic value in sepsis. Taken together, MDW is a parameter of increased morphological variability of monocytes in response to infection, and numerous studies have shown that MDW could be used as a valuable diagnostic and prognostic index in patients with sepsis or suspected sepsis.
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Affiliation(s)
- Juehui Wu
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People’s Republic of China
| | - Laisheng Li
- Department of Laboratory Medicine, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510080, People’s Republic of China
| | - Jinmei Luo
- Department of Internal Medicine, Medical Intensive Care Unit and Division of Respiratory Diseases, The Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, 510630, People’s Republic of China
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31
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Monocyte distribution width and the fighting action to neutralize sepsis (FANS) score for sepsis prediction in emergency department. Clin Chim Acta 2022; 534:65-70. [PMID: 35853545 DOI: 10.1016/j.cca.2022.07.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 07/03/2022] [Accepted: 07/08/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND AND AIMS The aim of this study was to evaluate the diagnostic accuracy of sepsis markers and to develop a multiparametric score, using demographic and clinical variables as well as laboratory parameters to predict sepsis in patients admitted in the ED with suspected symptoms. MATERIALS AND METHODS Patients with clinical presentation of suspected sepsis were enrolled in the ED of San Donato Hospital in Arezzo between September 2019 and May 2020. Anagraphic, anamnestic, clinical and laboratory data were collected for all subjects. PCT, MDW, WBC, MPV and BT were utilised to formulate FANS score. RESULTS The AUC of the FANS score, PCT, MDW and CRP was 0.87, 0.80, 0.77 and 0.71, respectively, when used to predict sepsis in all 308 subjects. Instead, the AUC of the FANS (Fighting Action To Neutralize Sepsis) score, PCT, MDW and CRP was 0.93, 0.84, 0.83 and 0.77, respectively, when used to predict sepsis excluding subjects with infection (clinically classified as the Infections group). CONCLUSIONS The results obtained with PCT, PCR and MDW confirm the results of these markers for the identification of sepsis obtained from other studies. The multiparametric approach, obtained from the statistical study of the parameters using binary logistic regression, identified those PCT, WBC, MPV, BT and MDW as the most significant and effective clinical classifiers for diagnosing sepsis.
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32
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Kim SW, Lee H, Lee SH, Jo SJ, Lee J, Lim J. Usefulness of monocyte distribution width and presepsin for early assessment of disease severity in COVID-19 patients. Medicine (Baltimore) 2022; 101:e29592. [PMID: 35801752 PMCID: PMC9258971 DOI: 10.1097/md.0000000000029592] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/08/2023] Open
Abstract
Early predictors of severe coronavirus disease 2019 (COVID-19) would identify patients requiring intensive care. Recently, the monocyte distribution width (MDW) and presepsin level have been used for the early diagnosis of sepsis. Here, we assessed the utility of MDW and presepsin for the early assessment of COVID-19 severity. Eighty-seven inpatients with confirmed COVID-19 were enrolled and divided into 3 groups by the type of respiratory support: (1) mechanical ventilation or high-flow nasal cannula oxygen therapy (MVHF-OT), (2) conventional oxygen therapy, and (3) no oxygen therapy. We measured the complete blood count; MDW; erythrocyte sedimentation rate; and the levels of presepsin, C-reactive protein, procalcitonin, lactate dehydrogenase, ferritin, Krebs von den Lungen-6 (KL-6), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) neutralizing antibody. Thirteen (14.9%) patients on MVHF-OT exhibited a significantly higher mortality and a longer hospital stay than did the others. The MDW and presepsin levels were significantly elevated on admission, and correlated with COVID-19 severity (both P < .001). Notably, only the MDW correlated significantly with symptoms in the no oxygen therapy group (P < .012). In the first week after admission, the MDW fell and no longer differed among the groups. The KL-6 level did not differ by disease severity at any time. Neutralizing antibodies were detected in 74 patients (91.4%) and the level of neutralization correlated significantly with COVID-19 severity (P < .001). The MDW and presepsin are useful indicators for early assessment of disease severity in COVID-19 patients.
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Affiliation(s)
- Sei Won Kim
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Heayon Lee
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sang Haak Lee
- Division of Pulmonary, Critical Care and Sleep Medicine, Department of Internal Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Sung Jin Jo
- Department of Laboratory Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jehoon Lee
- Department of Laboratory Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
| | - Jihyang Lim
- Department of Laboratory Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, Seoul, Republic of Korea
- * Correspondence: Jihyang Lim, MD, PhD, Department of Laboratory Medicine, Eunpyeong St. Mary’s Hospital, College of Medicine, The Catholic University of Korea, 1021 Tongil-ro, Eunpyeong-gu, Seoul 03312, Korea (e-mail: )
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Ulloque-Badaracco JR, Mosquera-Rojas MD, Hernandez-Bustamante EA, Alarcón-Braga EA, Herrera-Añazco P, Benites-Zapata VA. Prognostic value of albumin-to-globulin ratio in COVID-19 patients: A systematic review and meta-analysis. Heliyon 2022; 8:e09457. [PMID: 35601226 PMCID: PMC9113764 DOI: 10.1016/j.heliyon.2022.e09457] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2021] [Revised: 01/21/2022] [Accepted: 05/12/2022] [Indexed: 12/11/2022] Open
Abstract
Background and aims The albumin-to-globulin ratio (AGR) has been used to predict severity and mortality in infectious diseases. The aim of this study is to evaluate the prognostic value of the AGR in COVID-19 patients. Methods A systematic review and meta-analysis were conducted. We included observational studies assessing the association between the AGR values upon hospital admission and severity or all-cause mortality in COVID-19 patients. In the meta-analyses we used random effect models. Risk of bias was assessed using the Newcastle-Ottawa Scale (NOS). The effect measures were expressed as mean difference (MD) and their 95% confidence intervals (CI). We performed Egger's test and funnel plots to assess the publication bias. Results The included studies had a total of 11356 patients corresponding to 31 cohort studies. Severe COVID-19 patients had lower AGR values than non-severe COVID-19 patients (mean difference (MD), −0.27; 95% IC, −0.32 to −0.22; p < 0.001; I2 = 88%). Non-survivor patients with COVID-19 had lower AGR values than survivor patients (MD, −0.29; 95% IC, −0.35 to −0.24; p < 0.001; I2 = 79%). In the sensitivity analysis, we only included studies with low risk of bias, which decreased the heterogeneity for both outcomes (severity, I2 = 20%; mortality, I2 = 5%). Conclusions Low AGR values upon hospital admission were found in COVID-19 patients with a worse prognosis.
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Affiliation(s)
- Juan R Ulloque-Badaracco
- Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas, Lima, Peru.,Sociedad Científica de Estudiantes de Medicina de la Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Melany D Mosquera-Rojas
- Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas, Lima, Peru.,Sociedad Científica de Estudiantes de Medicina de la Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Enrique A Hernandez-Bustamante
- Sociedad Cientifica de Estudiantes de Medicina de la Universidad Nacional de Trujillo, Trujillo, Peru.,Grupo Peruano de Investigación Epidemiológica, Unidad para la Generación y Síntesis de Evidencias en Salud, Universidad San Ignacio de Loyola, Lima, Peru
| | - Esteban A Alarcón-Braga
- Escuela de Medicina, Universidad Peruana de Ciencias Aplicadas, Lima, Peru.,Sociedad Científica de Estudiantes de Medicina de la Universidad Peruana de Ciencias Aplicadas, Lima, Peru
| | - Percy Herrera-Añazco
- Universidad Privada San Juan Bautista, Lima, Peru.,Instituto de Evaluación de Tecnologías en Salud e Investigación - IETSI, EsSalud, Lima, Peru
| | - Vicente A Benites-Zapata
- Unidad de Investigación para la Generación y Síntesis de Evidencias en Salud, Vicerrectorado de Investigación, Universidad San Ignacio de Loyola, Lima, Peru
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34
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Agnello L, Vidali M, Lo Sasso B, Giglio RV, Gambino CM, Scazzone C, Ciaccio AM, Bivona G, Ciaccio M. Monocyte distribution width (MDW) as a screening tool for early detecting sepsis: a systematic review and meta-analysis. Clin Chem Lab Med 2022; 60:786-792. [PMID: 35166088 DOI: 10.1515/cclm-2021-1331] [Citation(s) in RCA: 37] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Accepted: 02/08/2022] [Indexed: 12/14/2022]
Abstract
OBJECTIVES Monocyte distribution has recently emerged as a promising biomarker of sepsis, especially in acute setting, such as Emergency Department and Intensive Care Unit. This study aimed to evaluate the accuracy of monocyte distribution width (MDW) for early detecting patients with sepsis by performing a systemic review and meta-analysis of published studies. METHODS Relevant publications were identified by a systematic literature search on PubMed and Google Scholar from inception to September 07, 2021. Studies were divided into two groups based on the sepsis criteria applied, namely sepsis-2 or sepsis-3. RESULTS Ten studies including 9,475 individuals, of whom 1,370 with sepsis (742 according Sepsis-2 and 628 according to Sepsis-3), met the inclusion criteria for our meta-analysis. The pooled sensitivity and specificity were 0.789 and 0.777 for Sepsis-2 criteria, 0.838 and 0.704 for Sepsis-3 criteria. CONCLUSIONS MDW represents a reliable biomarker for sepsis screening.
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Affiliation(s)
- Luisa Agnello
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Matteo Vidali
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Bruna Lo Sasso
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Rosaria Vincenza Giglio
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Caterina Maria Gambino
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Concetta Scazzone
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | | | - Giulia Bivona
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
| | - Marcello Ciaccio
- Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, Department of Biomedicine, Neurosciences and Advanced Diagnostics, University of Palermo, Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
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35
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Laínez Martínez S, González Del Castillo J. Usefulness of monocyte distribution width (MDW) as a sepsis biomarker. REVISTA ESPANOLA DE QUIMIOTERAPIA : PUBLICACION OFICIAL DE LA SOCIEDAD ESPANOLA DE QUIMIOTERAPIA 2022; 35 Suppl 1:2-5. [PMID: 35488816 PMCID: PMC9106205 DOI: 10.37201/req/s01.01.2022] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Sepsis is one of the main causes of mortality in the emergency department (ED), due to the fact that signs and symptoms are common to other acute diseases, and this can result in delayed detection. This diagnostic complexity has a huge impact on an entity in which early recognition determined treatment, as wells as enhance the patient’s prognosis. Therefore, it is crucial to improve early identification. Different analytical tools arise from this approach, such as biomarkers: procalcitonin, C-reactive protein or MR-proadrenomedullin. In this review we will focus on a newer biomarker, the monocyte distribution width. The main objectives are to evaluate the usefulness of monocyte distribution width (MDW) in sepsis identification in ED, its limitations, and to compare it with other biomarkers.
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Affiliation(s)
| | - J González Del Castillo
- Juan González del Castillo, Servicio de Urgencias. Hospital Clínico San Carlos. Calle Profesor Martín-Lagos s/n, 28040 Madrid. Spain.
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36
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Lin SF, Lin HA, Chuang HC, Tsai HW, Kuo N, Chen SC, Hou SK. Fever, Tachypnea, and Monocyte Distribution Width Predicts Length of Stay for Patients with COVID-19: A Pioneer Study. J Pers Med 2022; 12:jpm12030449. [PMID: 35330449 PMCID: PMC8953796 DOI: 10.3390/jpm12030449] [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: 02/28/2022] [Revised: 03/04/2022] [Accepted: 03/11/2022] [Indexed: 12/04/2022] Open
Abstract
(1) Background: Our study investigated whether monocyte distribution width (MDW) could be used in emergency department (ED) settings as a predictor of prolonged length of stay (LOS) for patients with COVID-19. (2) Methods: A retrospective cohort study was conducted; patients presenting to the ED of an academic hospital with confirmed COVID-19 were enrolled. Multivariable logistic regression models were used to obtain the odds ratios (ORs) for predictors of an LOS of >14 days. A validation study for the association between MDW and cycle of threshold (Ct) value was performed. (3) Results: Fever > 38 °C (OR: 2.82, 95% CI, 1.13−7.02, p = 0.0259), tachypnea (OR: 4.76, 95% CI, 1.67−13.55, p = 0.0034), and MDW ≥ 21 (OR: 5.67, 95% CI, 1.19−27.10, p = 0.0269) were robust significant predictors of an LOS of >14 days. We developed a new scoring system in which patients were assigned 1 point for fever > 38 °C, 2 points for tachypnea > 20 breath/min, and 3 points for MDW ≥ 21. The optimal cutoff was a score of ≥2. MDW was negatively associated with Ct value (β: −0.32 per day, standard error = 0.12, p = 0.0099). (4) Conclusions: Elevated MDW was associated with a prolonged LOS.
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Affiliation(s)
- Sheng-Feng Lin
- Department of Public Health, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan;
- School of Public Health, College of Public Health, Taipei Medical University, Taipei 110, Taiwan
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (H.-A.L.); (H.-W.T.); (N.K.); (S.-C.C.)
| | - Hui-An Lin
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (H.-A.L.); (H.-W.T.); (N.K.); (S.-C.C.)
- Graduate Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei 110, Taiwan
| | - Han-Chuan Chuang
- Division of Infectious Diseases, Department of Internal Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan;
| | - Hung-Wei Tsai
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (H.-A.L.); (H.-W.T.); (N.K.); (S.-C.C.)
| | - Ning Kuo
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (H.-A.L.); (H.-W.T.); (N.K.); (S.-C.C.)
| | - Shao-Chun Chen
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (H.-A.L.); (H.-W.T.); (N.K.); (S.-C.C.)
| | - Sen-Kuang Hou
- Department of Emergency Medicine, Taipei Medical University Hospital, Taipei 110, Taiwan; (H.-A.L.); (H.-W.T.); (N.K.); (S.-C.C.)
- Department of Emergency Medicine, School of Medicine, College of Medicine, Taipei Medical University, Taipei 110, Taiwan
- Correspondence: ; Tel.: +886-2-2736-1661 (ext. 8107)
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37
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Lorubbio M, Tacconi D, Iannelli G, Feri M, Scala R, Montemerani S, Mandò M, Ognibene A. The role of Monocyte Distribution Width (MDW) in the prognosis and monitoring of COVID-19 patients. Clin Biochem 2022; 103:29-31. [PMID: 35182522 PMCID: PMC8848545 DOI: 10.1016/j.clinbiochem.2022.02.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 02/14/2022] [Indexed: 12/30/2022]
Abstract
The new parameter derived from the standard deviation of the monocyte distribution width (MDW) has shown a good diagnostic efficacy in COVID-19 patients. In this study, we propose MDW as a prognostic and monitoring parameter in patients with severe forms of COVID-19. Sixty SARS-CoV-2-positive patients admitted to the San Donato Hospital in Arezzo were enrolled. A blood sample taken to measure the complete blood count was used for the determination of MDW using a UniCel DxH 900 instrument (Beckman Coulter). For each patient, a mean of 6 ± 2 measurements of MDW were taken. The difference between the last and first MDW results was reported as the ΔMDW variable. The ΔMDW and age were significantly correlated to the outcome. In non-survivors patients, the difference in the mean of the MDW between the first and other points was not significant, while in survivors, the first point was higher than the other points (p <0.005), with the exception of the mean of the second point (p-value= NS). The ΔMDW area under the curve (AUC) was 0.84, and with a cut-off lower than 0.00 the sensitivity and specificity were 88% and 81%, respectively. The most important result of this study is the ΔMDW calculated on the basis of the difference between the first and third measurement, after approximately the 5-7th day of hospitalisation. A ΔMDW less than one was indicative of an unfavourable prognosis. The data reported suggest that MDW could be used to support monitoring and surveillance, alongside other tests such as procalcitonin, in critically ill patients in the ICU.
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Affiliation(s)
- Maria Lorubbio
- Laboratory Medicine Department, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Danilo Tacconi
- Internal Medicine Department, Infection Disease Section, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Giovanni Iannelli
- Emergency Department, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Marco Feri
- Emergency Department, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Raffaele Scala
- Internal Medicine Department, Pneumology Disease Section, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Sara Montemerani
- Emergency Department, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Massimo Mandò
- Emergency Department, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy
| | - Agostino Ognibene
- Laboratory Medicine Department, Azienda USL Toscana Sudest, San Donato Hospital, Arezzo, Italy.
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38
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Poz D, Crobu D, Sukhacheva E, Rocchi MBL, Anelli MC, Curcio F. Monocyte distribution width (MDW): a useful biomarker to improve sepsis management in Emergency Department. Clin Chem Lab Med 2022; 60:433-440. [PMID: 35001582 DOI: 10.1515/cclm-2021-0875] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2021] [Accepted: 12/29/2021] [Indexed: 12/19/2022]
Abstract
OBJECTIVES Sepsis is a time-dependent and life-threating condition. Despite several biomarkers are available, none of them is completely reliable for the diagnosis. This study aimed to evaluate the diagnostic utility of monocyte distribution width (MDW) to early detect sepsis in adult patients admitted in the Emergency Department (ED) with a five part differential analysis as part of the standard clinical practice. METHODS A prospective cohort study was conducted on 985 patients aged from 18 to 96 and included in the study between November 2019 and December 2019. Enrolled subjects were classified into four groups based on sepsis-2 diagnostic criteria: control, Systemic Inflammatory Response Syndrome (SIRS), infection and sepsis. The hematology analyzer DxH 900 (Beckman Coulter Inc.) provides the new reportable parameter MDW, included in the leukocyte 5 part differential analysis, cleared by Food and Drug administration (FDA) and European Community In-Vitro-Diagnostic Medical Device (CE IVD) marked as early sepsis indicator (ESId). RESULTS MDW was able to differentiate the sepsis group from all other groups with Area Under the Curve (AUC) of 0.849, sensitivity of 87.3% and specificity of 71.7% at cut-off of 20.1. MDW in combination with white blood cell (WBC) improves the performance for sepsis detection with a sensitivity increased up to 96.8% when at least one of the two biomarkers are abnormal, and a specificity increased up to 94.6% when both biomarkers are abnormal. CONCLUSIONS MDW can predict sepsis increasing the clinical value of Leukocyte 5 Part Differential analysis and supporting the clinical decision making in sepsis management at the admission to the ED.
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Affiliation(s)
- Donatella Poz
- Department of Laboratory Medicine, Institute of Clinical Pathology, University Hospital of Udine, Udine, Italy
| | | | | | - Marco Bruno Luigi Rocchi
- Department of Biomolecular Sciences, Service of Biostatistics, University of Urbino Carlo Bo, Urbino, Italy
| | | | - Francesco Curcio
- Department of Laboratory Medicine, Institute of Clinical Pathology, University Hospital of Udine, Udine, Italy.,Department of Medicine (DAME), University Hospital of Udine, Udine, Italy
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39
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Polilli E, Frattari A, Esposito JE, Stanziale A, Giurdanella G, Di Iorio G, Carinci F, Parruti G. Monocyte distribution width (MDW) as a new tool for the prediction of sepsis in critically ill patients: a preliminary investigation in an intensive care unit. BMC Emerg Med 2021; 21:147. [PMID: 34809558 PMCID: PMC8607630 DOI: 10.1186/s12873-021-00521-4] [Citation(s) in RCA: 22] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2020] [Accepted: 10/19/2021] [Indexed: 12/19/2022] Open
Abstract
Background Monocyte Distribution Width (MDW), a simple proxy marker of innate monocyte activation, can be used for the early recognition of sepsis along with Procalcitonin. This study explored the added value of MDW as an early predictor of ensuing sepsis in patients hospitalised in an Intensive Care Unit. Methods We performed an observational prospective monocentric study to estimate the analytical performance of MDW in detecting ensuing sepsis in a sample of consecutive patients assisted in an Intensive Care Unit for > 48 h for any reason. Demographic and clinical characteristics, past medical history and other laboratory measurements were included as potential predictors of confirmed sepsis in multivariate logistic regression. Results A total of 211 patients were observed, 129 of whom were included in the final sample due to the suspect of ensuing sepsis; of these, 74 (57%) had a confirmed diagnosis of sepsis, which was best predicted with the combination of MDW > 23.0 and PCT > 0.5 ng/mL (Positive Predictive Value, PPV: 92.6, 95% CI: 82.1–97.9). The best MDW cut-off to rule out sepsis was ≤20.0 (Negative Predictive Value, NPV: 86.4, 95% CI: 65.1–97.1). Multivariate analyses using both MDW and PCT found a significant association for MDW > 23 only (OR:17.64, 95% CI: 5.53–67.91). Conclusion We found that values of MDW > 23 were associated with a high PPV for sepsis, whereas values of MDW ≤ 20 were associated with a high NPV. Our findings suggest that MDW may help clinicians to monitor ICU patients at risk of sepsis, with minimal additional efforts over standard of care.
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Affiliation(s)
- Ennio Polilli
- Clinical Pathology Unit, Pescara General Hospital, Pescara, Italy
| | | | | | - Andrea Stanziale
- Postgraduate School of Clinical Pathology, University of Chieti, Chieti, Italy
| | | | | | - Fabrizio Carinci
- Department of Statistical Sciences, University of Bologna, Bologna, Italy
| | - Giustino Parruti
- Infectious Diseases Unit, Pescara General Hospital, Pescara, Italy.
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40
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Agnello L, Giglio RV, Bivona G, Scazzone C, Gambino CM, Iacona A, Ciaccio AM, Lo Sasso B, Ciaccio M. The Value of a Complete Blood Count (CBC) for Sepsis Diagnosis and Prognosis. Diagnostics (Basel) 2021; 11:1881. [PMID: 34679578 PMCID: PMC8534992 DOI: 10.3390/diagnostics11101881] [Citation(s) in RCA: 69] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2021] [Revised: 10/08/2021] [Accepted: 10/10/2021] [Indexed: 12/28/2022] Open
Abstract
Sepsis represents an important global health burden due to its high mortality and morbidity. The rapid detection of sepsis is crucial in order to prevent adverse outcomes and reduce mortality. However, the diagnosis of sepsis is still challenging and many efforts have been made to identify reliable biomarkers. Unfortunately, many investigated biomarkers have several limitations that do not support their introduction in clinical practice, such as moderate diagnostic and prognostic accuracy, long turn-around time, and high-costs. Complete blood count represents instead a precious test that provides a wealth of information on individual health status. It can guide clinicians to early-identify patients at high risk of developing sepsis and to predict adverse outcomes. It has several advantages, being cheap, easy-to-perform, and available in all wards, from the emergency department to the intensive care unit. Noteworthy, it represents a first-level test and an alteration of its parameters must always be considered within the clinical context, and the eventual suspect of sepsis must be confirmed by more specific investigations. In this review, we describe the usefulness of basic and new complete blood count parameters as diagnostic and prognostic biomarkers of sepsis.
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Affiliation(s)
- Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
| | - Giulia Bivona
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
| | - Concetta Scazzone
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
| | - Caterina Maria Gambino
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy;
| | - Alessandro Iacona
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy;
| | - Anna Maria Ciaccio
- Unit of Clinical Biochemistry, University of Palermo, 90127 Palermo, Italy;
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy;
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Clinical Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (R.V.G.); (G.B.); (C.S.); (C.M.G.); (B.L.S.)
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy;
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41
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Agnello L, Iacona A, Lo Sasso B, Scazzone C, Pantuso M, Giglio RV, Gambino CM, Ciaccio AM, Bivona G, Vidali M, Ciaccio M. A new tool for sepsis screening in the Emergency Department. Clin Chem Lab Med 2021; 59:1600-1605. [PMID: 33851525 DOI: 10.1515/cclm-2021-0208] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2021] [Accepted: 03/30/2021] [Indexed: 02/06/2023]
Abstract
OBJECTIVES In this study, we developed and evaluated the diagnostic accuracy of the Sepsis Index for early sepsis screening in the Emergency Department (ED). METHODS Sepsis Index is based on the combination of monocyte distribution width (MDW) and mean monocyte volume (MMV). Sepsis Index≥1 was selected to define sepsis. We tested its diagnostic accuracy in an ED population stratified in four groups: controls, Systemic Inflammatory Response Syndrome (SIRS), infection, and sepsis, according to Sepsis-2 criteria. RESULTS Patients with sepsis displayed higher median Sepsis Index value than patients without sepsis. At the receiver operating characterictis (ROC) curve analysis for the prediction of sepsis, the area under the curve (AUC) of MDW and Sepsis Index were similar: 0.966 (95%CI 0.947-0.984), and 0.964 (95%CI 0.942-0.985), respectively. Sepsis Index showed increased specificity than MDW (94.7 vs. 90.6%), without any decrease in sensitivity (92.0%). Additionally, LR+ increased from 9.8 (MDW) to 17.4 (Sepsis Index), without any substantial change in LR- (respectively 0.09 vs. 0.08). Finally, PPV increased from 0.286 (MDW) to 0.420 (Sepsis Index). CONCLUSIONS Sepsis Index improves the diagnostic accuracy of MDW alone for sepsis screening.
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Affiliation(s)
- Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
| | - Alessandro Iacona
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
| | - Concetta Scazzone
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
| | - Michele Pantuso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
| | - Caterina Maria Gambino
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
| | | | - Giulia Bivona
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
| | - Matteo Vidali
- Foundation IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, Palermo, Italy
- Department of Laboratory Medicine, University Hospital "P. Giaccone", Palermo, Italy
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Monocyte Distribution Width, Neutrophil-to-Lymphocyte Ratio, and Platelet-to-Lymphocyte Ratio Improves Early Prediction for Sepsis at the Emergency. J Pers Med 2021; 11:jpm11080732. [PMID: 34442376 PMCID: PMC8402196 DOI: 10.3390/jpm11080732] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2021] [Revised: 07/24/2021] [Accepted: 07/27/2021] [Indexed: 12/19/2022] Open
Abstract
(1) Background: Sepsis is a life-threatening condition, and most patients with sepsis first present to the emergency department (ED) where early identification of sepsis is challenging due to the unavailability of an effective diagnostic model. (2) Methods: In this retrospective study, patients aged ≥20 years who presented to the ED of an academic hospital with systemic inflammatory response syndrome (SIRS) were included. The SIRS, sequential organ failure assessment (SOFA), and quick SOFA (qSOFA) scores were obtained for all patients. Routine complete blood cell testing in conjugation with the examination of new inflammatory biomarkers, namely monocyte distribution width (MDW), neutrophil-to-lymphocyte ratio (NLR), and platelet-to-lymphocyte ratio (PLR), was performed at the ED. Propensity score matching was performed between patients with and without sepsis. Logistic regression was used for constructing models for early sepsis prediction. (3) Results: We included 296 patients with sepsis and 1184 without sepsis. A SIRS score of >2, a SOFA score of >2, and a qSOFA score of >1 showed low sensitivity, moderate specificity, and limited diagnostic accuracy for predicting early sepsis infection (c-statistics of 0.660, 0.576, and 0.536, respectively). MDW > 20, PLR > 9, and PLR > 210 showed higher sensitivity and moderate specificity. When we combined these biomarkers and scoring systems, we observed a significant improvement in diagnostic performance (c-statistics of 0.796 for a SIRS score of >2, 0.761 for a SOFA score of >2, and 0.757 for a qSOFA score of >1); (4) Conclusions: The new biomarkers MDW, NLR, and PLR can be used for the early detection of sepsis in the current sepsis scoring systems.
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Agnello L, Iacona A, Maestri S, Lo Sasso B, Giglio RV, Mancuso S, Ciaccio AM, Vidali M, Ciaccio M. Independent Validation of Sepsis Index for Sepsis Screening in the Emergency Department. Diagnostics (Basel) 2021; 11:1292. [PMID: 34359375 PMCID: PMC8306244 DOI: 10.3390/diagnostics11071292] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Revised: 07/13/2021] [Accepted: 07/16/2021] [Indexed: 01/18/2023] Open
Abstract
(1) Background: The early detection of sepsis is still challenging, and there is an urgent need for biomarkers that could identify patients at a high risk of developing it. We recently developed an index, namely the Sepsis Index (SI), based on the combination of two CBC parameters: monocyte distribution width (MDW) and mean monocyte volume (MMV). In this study, we sought to independently validate the performance of SI as a tool for the early detection of patients at a high risk of sepsis in the Emergency Department (ED). (2) Methods: We enrolled all consecutive patients attending the ED with a request of the CBC. MDW and MMV were measured on samples collected in K3-EDTA tubes on the UniCel DxH 900 haematology analyser. SI was calculated based on the MDW and MMV. (3) Results: We enrolled a total of 703 patients stratified into four subgroups according to the Sepsis-2 criteria: control (498), infection (105), SIRS (52) and sepsis (48). The sepsis subgroup displayed the highest MDW (median 27.5, IQR 24.6-32.9) and SI (median 1.15, IQR 1.05-1.29) values. The ROC curve analysis for the prediction of sepsis showed a good and comparable diagnostic accuracy of the MDW and SI. However, the SI displayed an increased specificity, positive predictive value and positive likelihood ratio in comparison to MDW alone. (4) Conclusions: SI improves the diagnostic accuracy of MDW for sepsis screening.
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Affiliation(s)
- Luisa Agnello
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (B.L.S.); (R.V.G.); (S.M.)
| | - Alessandro Iacona
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy; (A.I.); (S.M.)
| | - Salvatore Maestri
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy; (A.I.); (S.M.)
| | - Bruna Lo Sasso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (B.L.S.); (R.V.G.); (S.M.)
| | - Rosaria Vincenza Giglio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (B.L.S.); (R.V.G.); (S.M.)
| | - Silvia Mancuso
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (B.L.S.); (R.V.G.); (S.M.)
| | - Anna Maria Ciaccio
- Unit of Clinical Biochemistry, University of Palermo, 90127 Palermo, Italy;
| | - Matteo Vidali
- Foundation IRCCS Ca’ Granda Ospedale Maggiore Policlinico, 20122 Milan, Italy;
| | - Marcello Ciaccio
- Department of Biomedicine, Neurosciences and Advanced Diagnostics, Institute of Clinical Biochemistry, Clinical Molecular Medicine and Laboratory Medicine, University of Palermo, 90127 Palermo, Italy; (L.A.); (B.L.S.); (R.V.G.); (S.M.)
- Department of Laboratory Medicine, University Hospital “P. Giaccone”, 90127 Palermo, Italy; (A.I.); (S.M.)
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