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Jimenez-Cortes A, Boassi S, Cañon-Jones H. Determination of Haematological Reference Values for Tucúquere ( Bubo magellanicus) Habiting in Central Chile. Animals (Basel) 2023; 13:3000. [PMID: 37835606 PMCID: PMC10571869 DOI: 10.3390/ani13193000] [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: 05/12/2023] [Revised: 09/15/2023] [Accepted: 09/20/2023] [Indexed: 10/15/2023] Open
Abstract
Tucuquere (Bubo magellanicus) is an owl inhabiting Chile, which is classified as a species of agricultural interest, but its current conservation status is not well defined. The determination of previously unknown haematological ranges via laboratory techniques for species analysis is of great importance in the search for diagnoses in clinical veterinary work. Thirty-three samples from healthy tucuquere were obtained from zoos and rehabilitation centres in central Chile and analysed using standard laboratory techniques to obtain reference values that were determined according to the standard recommendations for animal species. The mean, standard deviation, maximum, and minimum reference limits were calculated at 95% and 97.5% error. These results differ from those of other studies, especially in terms of the white blood cells because most of the values were lower than those described for the species. These results could be explained by the habitat and location from which the samples were taken, and they corroborate the need to obtain reference values for different geographical areas. This study provides useful haematological values for use in conservation medicine and zoos and highlights the importance of carrying out these studies in different geographical areas for species of ecological interest.
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Affiliation(s)
- Alejandro Jimenez-Cortes
- Núcleo de Investigación Aplicada en Ciencias Veterinarias y Pecuarias, Facultad de Medicina Veterinaria y Agronomía, Universidad de Las Américas, Santiago 7500975, Chile (S.B.)
| | - Sergio Boassi
- Núcleo de Investigación Aplicada en Ciencias Veterinarias y Pecuarias, Facultad de Medicina Veterinaria y Agronomía, Universidad de Las Américas, Santiago 7500975, Chile (S.B.)
- Facultad de Ciencias Agropecuarias, Universidad del Alba, Santiago 8320000, Chile
| | - Hernan Cañon-Jones
- Núcleo de Investigación Aplicada en Ciencias Veterinarias y Pecuarias, Facultad de Medicina Veterinaria y Agronomía, Universidad de Las Américas, Santiago 7500975, Chile (S.B.)
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2
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Zivkovic AR, Paul GM, Hofer S, Schmidt K, Brenner T, Weigand MA, Decker SO. Increased Enzymatic Activity of Acetylcholinesterase Indicates the Severity of the Sterile Inflammation and Predicts Patient Outcome following Traumatic Injury. Biomolecules 2023; 13:biom13020267. [PMID: 36830636 PMCID: PMC9952955 DOI: 10.3390/biom13020267] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2022] [Revised: 01/23/2023] [Accepted: 01/30/2023] [Indexed: 02/04/2023] Open
Abstract
Traumatic injury induces sterile inflammation, an immune response often associated with severe organ dysfunction. The cholinergic system acts as an anti-inflammatory in injured patients. Acetylcholinesterase (AChE), an enzyme responsible for the hydrolysis of acetylcholine, plays an essential role in controlling cholinergic activity. We hypothesized that a change in the AChE activity might indicate the severity of the traumatic injury. This study included 82 injured patients with an Injury Severity Score (ISS) of 4 or above and 40 individuals without injuries. Bedside-measured AChE was obtained on hospital arrival, followed by a second measurement 4-12 h later. C-reactive protein (CRP), white blood cell count (WBCC), and Sequential Organ Failure Assessment (SOFA) score were simultaneously collected. Injured patients showed an early and sustained increase in AChE activity. CRP remained unaffected at hospital admission and increased subsequently. Initially elevated WBCC recovered 4-12 h later. AChE activity directly correlated with the ISS and SOFA scores and predicted the length of ICU stay when measured at hospital admission. An early and sustained increase in AChE activity correlated with the injury severity and could predict the length of ICU stay in injured patients, rendering this assay a complementary diagnostic and prognostic tool at the hand of the attending clinician in the emergency unit.
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Affiliation(s)
- Aleksandar R. Zivkovic
- Department of Anesthesiology, Heidelberg University Hospital, 69120 Heidelberg, Germany
- Correspondence: (A.R.Z.); (S.O.D.); Tel.: +49-(0)-62-21-56-36-843 (A.R.Z.); +49-(0)-62-21-56-36-380 (S.O.D.); Fax: +49-(0)-62-21-56-53-45 (A.R.Z. & S.O.D.)
| | - Georgina M. Paul
- Department of Anesthesiology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Stefan Hofer
- Clinic for Anesthesiology, Intensive Care, Emergency Medicine I and Pain Therapy, Westpfalz Hospital, 67661 Kaiserslautern, Germany
| | - Karsten Schmidt
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University of Duisburg-Essen, 45147 Essen, Germany
| | - Thorsten Brenner
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Essen, University of Duisburg-Essen, 45147 Essen, Germany
| | - Markus A. Weigand
- Department of Anesthesiology, Heidelberg University Hospital, 69120 Heidelberg, Germany
| | - Sebastian O. Decker
- Department of Anesthesiology, Heidelberg University Hospital, 69120 Heidelberg, Germany
- Correspondence: (A.R.Z.); (S.O.D.); Tel.: +49-(0)-62-21-56-36-843 (A.R.Z.); +49-(0)-62-21-56-36-380 (S.O.D.); Fax: +49-(0)-62-21-56-53-45 (A.R.Z. & S.O.D.)
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de Fraiture EJ, Vrisekoop N, Leenen LPH, van Wessem KJP, Koenderman L, Hietbrink F. Longitudinal assessment of the inflammatory response: The next step in personalized medicine after severe trauma. Front Med (Lausanne) 2022; 9:983259. [PMID: 36203773 PMCID: PMC9531720 DOI: 10.3389/fmed.2022.983259] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2022] [Accepted: 09/01/2022] [Indexed: 01/13/2023] Open
Abstract
Infections in trauma patients are an increasing and substantial cause of morbidity, contributing to a mortality rate of 5-8% after trauma. With increased early survival rates, up to 30-50% of multitrauma patients develop an infectious complication. Trauma leads to a complex inflammatory cascade, in which neutrophils play a key role. Understanding the functions and characteristics of these cells is important for the understanding of their involvement in the development of infectious complications. Recently, analysis of neutrophil phenotype and function as complex biomarkers, has become accessible for point-of-care decision making after trauma. There is an intriguing relation between the neutrophil functional phenotype on admission, and the clinical course (e.g., infectious complications) of trauma patients. Potential neutrophil based cellular diagnostics include subsets based on neutrophil receptor expression, responsiveness of neutrophils to formyl-peptides and FcγRI (CD64) expression representing the infectious state of a patient. It is now possible to recognize patients at risk for infectious complications when presented at the trauma bay. These patients display increased numbers of neutrophil subsets, decreased responsiveness to fMLF and/or increased CD64 expression. The next step is to measure these biomarkers over time in trauma patients at risk for infectious complications, to guide decision making regarding timing and extent of surgery and administration of (preventive) antibiotics.
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Affiliation(s)
- E. J. de Fraiture
- Department of Trauma Surgery, University Medical Center Utrecht, Utrecht, Netherlands
- Department of Surgery, Sint Antonius Hospital, Nieuwegein, Netherlands
| | - N. Vrisekoop
- Department of Respiratory Medicine, University Medical Center Utrecht, Utrecht, Netherlands
- Center for Translational Immunology (CTI), University Medical Center Utrecht, Utrecht, Netherlands
| | - L. P. H. Leenen
- Department of Trauma Surgery, University Medical Center Utrecht, Utrecht, Netherlands
| | - K. J. P. van Wessem
- Department of Trauma Surgery, University Medical Center Utrecht, Utrecht, Netherlands
| | - L. Koenderman
- Department of Respiratory Medicine, University Medical Center Utrecht, Utrecht, Netherlands
- Center for Translational Immunology (CTI), University Medical Center Utrecht, Utrecht, Netherlands
| | - F. Hietbrink
- Department of Trauma Surgery, University Medical Center Utrecht, Utrecht, Netherlands
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Causes of admission, length of stay and outcomes for common kestrels in rehabilitation centres in the Czech Republic. Sci Rep 2021; 11:17269. [PMID: 34446769 PMCID: PMC8390658 DOI: 10.1038/s41598-021-96688-8] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Accepted: 08/13/2021] [Indexed: 02/07/2023] Open
Abstract
Rehabilitation centres help injured animals to recover and return back to the wild. This study aimed to analyse trends in intake and outcomes for the common kestrels (Falco tinnunculus) admitted into rehabilitation centres in the Czech Republic. From 2010 to 2019, a total of 12,923 kestrels were admitted to 34 rehabilitation centres with an increasing trend (rSp = 0.7697, P < 0.01) being found during the monitored period. Subadult kestrels (34.70%) and kestrels injured by power lines (26.57%) were most often admitted. Most kestrels in the rehabilitation centres died or had to be euthanized (81.66%), only 15.90% of the birds could be released back into the wild. The median length of stay in rehabilitation centres for kestrels that were subsequently released was 35 days. Considering survival rates, the most critical threat to kestrels was poisoning (100% of the cases resulted in death) but mortality of the kestrels admitted for most other reasons also exceeded 80%. Given the low success rate of the care of kestrels in rehabilitation centres and the relatively small proportion returned to the wild, it is essential to eliminate the causes leading to their admission, that is, to protect their natural habitats and to prevent unnecessary capture.
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Fibrinolysis Index as a new predictor of deep vein thrombosis after traumatic lower extremity fractures. Clin Chim Acta 2020; 511:227-234. [PMID: 33080260 DOI: 10.1016/j.cca.2020.10.018] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2020] [Revised: 10/14/2020] [Accepted: 10/14/2020] [Indexed: 01/25/2023]
Abstract
BACKGROUND Deep vein thrombosis (DVT) is a common complication in patients with traumatic injury. The purpose of this study was to develop a potential predictor of DVT. METHODS This case-control study enrolled adult trauma patients and healthy volunteers. Patients underwent angiography before surgery to diagnose DVT. Patients with or without DVT were matched by gender, age and fracture sites. Laboratory parameters included lysis potential (LP), lysis time (LT), blood cell counts, conventional coagulation tests, tissue plasminogen activator inhibitor complex (tPAIC) and others. RESULTS 41 of 319 patients with DVT were matched with 41 patients without DVT and 80 healthy volunteers were controls. LP and LT were significantly decreased in patients with DVT than without (P = 0.043 and P = 0.014, respectively). The level of tPAIC in the DVT group was significantly higher than in patients without DVT (P = 0.042). We defined the Fibrinolysis Index as (-10.707) × LP + (-0.607) × LT (min) + 0.012 × fibrinogen (mg/dl) + 0.299 × tPAIC (ng/ml) + 9.917, and found that the area under the receiver operating characteristic curve for the Fibrinolysis Index was 0.802, making it a novel indicator. CONCLUSION The Fibrinolysis Index represents a new discriminator for predicting DVT after traumatic lower extremity fractures.
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Li J, Zhu Y, Zhao K, Zhang J, Meng H, Jin Z, Ma J, Zhang Y. Incidence and risks for surgical site infection after closed tibial plateau fractures in adults treated by open reduction and internal fixation: a prospective study. J Orthop Surg Res 2020; 15:349. [PMID: 32831140 PMCID: PMC7444203 DOI: 10.1186/s13018-020-01885-2] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 08/12/2020] [Indexed: 12/27/2022] Open
Abstract
Background Surgical site infection (SSI) was the most common complication of tibial plateau fracture after open reduction and internal fixation (ORIF). Severe infections even required repeat surgeries, which would cause serious psychological harm to patients and increased the economic burden of treatment. In order to identify the characteristics of the SSI and to avoid the occurrence of SSI, we conducted a prospective study to investigate the incidence and independent risk factors of SSI after ORIF for closed tibial plateau fractures in adults. Methods This study was performed at a first-level trauma center. From October 2014 to December 2018, the study subjects were adult patients with closed fractures of the tibial plateau, all of whom underwent open reduction and internal fixation (ORIF) treatment. Finally, a total of 1108 patients were followed up. We collected patient demographics information, surgery-related variables, and indexes from preoperative laboratory examinations. Univariate and multivariate logistic analysis models were used to investigate the potential risk factors. Results Twenty-five patients (2.3%, 25/1108) developed SSI. A total of 15 of 25 infections (60.0%) were due to Staphylococcus aureus and 3 (12.0%) were due to MRSA. Independent risk factors of SSI identified by multivariate logistic analysis model were bone grafting: autograft (OR 6.38; 95% CI 2.155–18.886; p = 0.001) and allograft (OR 3.215; 95% CI 1.009–10.247; p = 0.048), fracture type (Schartzker V–VI) (OR 8.129; 95% CI 2.961–22.319; p < 0.001), aspartate aminotransferase (>40 U/L) (OR 5.500; 95% CI 2.191–13.807; p < 0.001), white blood cell (>10*109/L) (OR 2.498; 95% CI 1.025–6.092; p = 0.044), and anion gap (>16 mmol/L) (OR 8.194; 95% CI 1.101–60.980). Conclusions We should pay enough attention to patients who carried one or more of these factors at admission and adopt more reasonable treatment strategies to reduce or avoid the occurrence of SSI.
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Affiliation(s)
- Junyong Li
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Yanbin Zhu
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Kuo Zhao
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Junzhe Zhang
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Hongyu Meng
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Zhucheng Jin
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Jiangtao Ma
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China.,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China
| | - Yingze Zhang
- Department of Orthopaedic Surgery, The Third Hospital of Hebei Medical University, NO.139 Ziqiang Road, Shijiazhuang, Hebei, 050051, People's Republic of China. .,Key Laboratory of Biomechanics of Hebei Province, Shijiazhuang, Hebei, 050051, People's Republic of China.
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7
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Exercise reduces inflammatory cell production and cardiovascular inflammation via instruction of hematopoietic progenitor cells. Nat Med 2019; 25:1761-1771. [PMID: 31700184 PMCID: PMC6858591 DOI: 10.1038/s41591-019-0633-x] [Citation(s) in RCA: 160] [Impact Index Per Article: 32.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/18/2018] [Accepted: 09/30/2019] [Indexed: 12/16/2022]
Abstract
A sedentary lifestyle, chronic inflammation and leukocytosis increase atherosclerosis; however, it remains unclear whether regular physical activity influences leukocyte production. Here we show that voluntary running decreases hematopoietic activity in mice. Exercise protects mice and humans with atherosclerosis from chronic leukocytosis but does not compromise emergency hematopoiesis in mice. Mechanistically, exercise diminishes leptin production in adipose tissue, augmenting quiescence-promoting hematopoietic niche factors in leptin-receptor-positive stromal bone marrow cells. Induced deletion of the leptin receptor in Prrx1-creERT2; Leprfl/fl mice reveals that leptin's effect on bone marrow niche cells regulates hematopoietic stem and progenitor cell (HSPC) proliferation and leukocyte production, as well as cardiovascular inflammation and outcomes. Whereas running wheel withdrawal quickly reverses leptin levels, the impact of exercise on leukocyte production and on the HSPC epigenome and transcriptome persists for several weeks. Together, these data show that physical activity alters HSPCs via modulation of their niche, reducing hematopoietic output of inflammatory leukocytes.
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8
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van Koeverden ID, den Ruijter HM, Scholtes VPW, G E H Lam M, Haitjema S, Buijsrogge MP, J L Suyker W, van Wijk RH, de Groot MCH, van Herwaarden JA, van Solinge WW, de Borst GJ, Pasterkamp G, Hoefer IE. A single preoperative blood test predicts postoperative sepsis and pneumonia after coronary bypass or open aneurysm surgery. Eur J Clin Invest 2019; 49:e13055. [PMID: 30475403 DOI: 10.1111/eci.13055] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/18/2018] [Revised: 11/09/2018] [Accepted: 11/17/2018] [Indexed: 12/14/2022]
Abstract
BACKGROUND Major surgery comes with a high risk for postoperative inflammatory complications. Preoperative risk scores predict mortality risk but fail to identify patients at risk for complications following cardiovascular surgery. We therefore assessed the value of preoperative red cell distribution width (RDW) as a predictor for pneumonia and sepsis after cardiovascular surgery and studied the relation of RDW with hematopoietic tissue activity. METHODS RDW is an easily accessible, yet seldomly used parameter from routine haematology measurements. RDW was extracted from the Utrecht Patient Orientated Database (UPOD) for preoperative measurements in patients undergoing open abdominal aortic anuerysm repair (AAA)(N = 136) or coronary artery bypass grafting (CABG)(N = 2193). The cohorts were stratified in tertiles to assess effects over the different groups. Generalized Linear Models were used to determine associations between RDW and postoperative inflammatory complications. Hematopoietic tissue activity was scored using fluor-18-(18F)-deoxyglucose positron emission tomography and associated with RDW using linear regression models. RESULTS In total, 43(31.6%) and 73 patients (3.3%) suffered from inflammatory complications after AAA-repair or CABG, respectively; the majority being pneumonia in both cohorts. Postoperative inflammatory outcome incidence increased from 19.6% in the lowest to 48.9% in the highest RDW tertile with a corresponding risk ratio (RR) of 2.35 ([95%CI:1.08-5.14] P = 0.032) in AAA patients. In the CABG cohort, the incidence of postoperative inflammatory outcomes increased from 1.8% to 5.3% with an adjusted RR of 1.95 ([95%CI:1.02-3.75] P = 0.044) for the highest RDW tertile compared with the lowest RDW tertile. FDG-PET scans showed associations of RDW with tissue activity in the spleen (B = 0.517 [P = 0.001]) and the lumbar bone marrow (B = 0.480 [P = 0.004]). CONCLUSION Elevated RDW associates with increased risk for postoperative inflammatory complications and hematopoietic tissue activity. RDW likely reflects chronic low-grade inflammation and should be considered to identify patients at risk for postoperative inflammatory complications following cardiovascular surgery.
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Affiliation(s)
- Ian D van Koeverden
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Hester M den Ruijter
- Laboratory of Experimental Cardiology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Vincent P W Scholtes
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marnix G E H Lam
- Department of Nuclear Imaging, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Saskia Haitjema
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Marc P Buijsrogge
- Department of Cardiothoracic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Willem J L Suyker
- Department of Cardiothoracic Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Richard H van Wijk
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Mark C H de Groot
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joost A van Herwaarden
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Wouter W van Solinge
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gert J de Borst
- Department of Vascular Surgery, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Gerard Pasterkamp
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Imo E Hoefer
- Laboratory of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, The Netherlands
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Rivas AL, Hoogesteijn AL, Antoniades A, Tomazou M, Buranda T, Perkins DJ, Fair JM, Durvasula R, Fasina FO, Tegos GP, van Regenmortel MHV. Assessing the Dynamics and Complexity of Disease Pathogenicity Using 4-Dimensional Immunological Data. Front Immunol 2019; 10:1258. [PMID: 31249569 PMCID: PMC6582751 DOI: 10.3389/fimmu.2019.01258] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2019] [Accepted: 05/17/2019] [Indexed: 02/05/2023] Open
Abstract
Investigating disease pathogenesis and personalized prognostics are major biomedical needs. Because patients sharing the same diagnosis can experience different outcomes, such as survival or death, physicians need new personalized tools, including those that rapidly differentiate several inflammatory phases. To address these topics, a pattern recognition-based method (PRM) that follows an inverse problem approach was designed to assess, in <10 min, eight concepts: synergy, pleiotropy, complexity, dynamics, ambiguity, circularity, personalized outcomes, and explanatory prognostics (pathogenesis). By creating thousands of secondary combinations derived from blood leukocyte data, the PRM measures synergic, pleiotropic, complex and dynamic data interactions, which provide personalized prognostics while some undesirable features-such as false results and the ambiguity associated with data circularity-are prevented. Here, this method is compared to Principal Component Analysis (PCA) and evaluated with data collected from hantavirus-infected humans and birds that appeared to be healthy. When human data were examined, the PRM predicted 96.9 % of all surviving patients while PCA did not distinguish outcomes. Demonstrating applications in personalized prognosis, eight PRM data structures sufficed to identify all but one of the survivors. Dynamic data patterns also distinguished survivors from non-survivors, as well as one subset of non-survivors, which exhibited chronic inflammation. When the PRM explored avian data, it differentiated immune profiles consistent with no, early, or late inflammation. Yet, PCA did not recognize patterns in avian data. Findings support the notion that immune responses, while variable, are rather deterministic: a low number of complex and dynamic data combinations may be enough to, rapidly, unmask conditions that are neither directly observable nor reliably forecasted.
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Affiliation(s)
- Ariel L. Rivas
- School of Medicine, Center for Global Health-Division of Infectious Diseases, University of New Mexico, Albuquerque, NM, United States
- *Correspondence: Ariel L. Rivas
| | - Almira L. Hoogesteijn
- Human Ecology, Centro de Investigación y de Estudios Avanzados (CINVESTAV), Mérida, Mexico
| | | | | | - Tione Buranda
- Department of Pathology, School of Medicine, University of New Mexico, Albuquerque, NM, United States
| | - Douglas J. Perkins
- School of Medicine, Center for Global Health-Division of Infectious Diseases, University of New Mexico, Albuquerque, NM, United States
| | - Jeanne M. Fair
- Biosecurity and Public Health, Los Alamos National Laboratory, Los Alamos, NM, United States
| | - Ravi Durvasula
- Loyola University Medical Center, Chicago, IL, United States
| | - Folorunso O. Fasina
- Department of Veterinary Tropical Diseases, University of Pretoria, Pretoria, South Africa
- Food and Agriculture Organization of the United Nations, Dar es Salaam, Tanzania
| | | | - Marc H. V. van Regenmortel
- Centre National de la Recherche Scientifique (CNRS), School of Biotechnology, University of Strasbourg, Strasbourg, France
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Bosch P, van den Kieboom J, Plate JDJ, IJpma FFA, Houwert RM, Huisman A, Hietbrink F, Leenen LPH, Govaert GAM. Limited Predictive Value of Serum Inflammatory Markers for Diagnosing Fracture-Related Infections: results of a large retrospective multicenter cohort study. J Bone Jt Infect 2018; 3:130-137. [PMID: 30013894 PMCID: PMC6043470 DOI: 10.7150/jbji.26492] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Accepted: 05/12/2018] [Indexed: 01/09/2023] Open
Abstract
Introduction: Diagnosing Fracture-Related Infections (FRI) based on clinical symptoms alone can be challenging and additional diagnostic tools such as serum inflammatory markers are often utilized. The aims of this study were 1) to determine the individual diagnostic performance of three commonly used serum inflammatory markers: C-Reactive Protein (CRP), Leukocyte Count (LC) and Erythrocyte Sedimentation Rate (ESR), and 2) to determine the diagnostic performance of a combination of these markers, and the additional value of including clinical parameters predictive of FRI. Methods: This cohort study included patients who presented with a suspected FRI at two participating level I academic trauma centers between February 1st 2009 and December 31st 2017. The parameters CRP, LC and ESR, determined at diagnostic work-up of the suspected FRI, were retrieved from hospital records. The gold standard for diagnosing or ruling out FRI was defined as: positive microbiology results of surgically obtained tissue samples, or absence of FRI at a clinical follow-up of at least six months. The diagnostic accuracy of the individual serum inflammatory markers was assessed. Analyses were done with both dichotomized values using hospital thresholds as well as with continuous values. Multivariable logistic regression analyses were performed to obtain the discriminative performance (Area Under the Receiver Operating Characteristic, AUROC) of (1) the combined inflammatory markers, and (2) the added value of these markers to clinical parameters. Results: A total of 168 patients met the inclusion criteria and were included for analysis. CRP had a 38% sensitivity, 34% specificity, 42% positive predictive value (PPV) and 78% negative predictive value (NPV). For LC this was 39%, 74%, 46% and 67% and for ESR 62%, 64%, 45% and 76% respectively. The diagnostic accuracy was 52%, 61% and 80% respectively. The AUROC was 0.64 for CRP, 0.60 for LC and 0.58 for ESR. The AUROC of the combined inflammatory markers was 0.63. Serum inflammatory markers combined with clinical parameters resulted in AUROC of 0.66 as opposed to 0.62 for clinical parameters alone. Conclusion: The added value of CRP, LC and ESR for diagnosing FRI is limited. Clinicians should be cautious when interpreting the results of these tests in patients with suspected FRI.
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Affiliation(s)
- Paul Bosch
- Department of General Surgery, Subdivision of Trauma Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - Janna van den Kieboom
- Department of Trauma Surgery, University of Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Joost D J Plate
- Department of Trauma Surgery, University of Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Frank F A IJpma
- Department of General Surgery, Subdivision of Trauma Surgery, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands
| | - R Marijn Houwert
- Department of Trauma Surgery, University of Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Albert Huisman
- Department of Clinical Chemistry and Haematology, University Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Falco Hietbrink
- Department of Trauma Surgery, University of Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Luke P H Leenen
- Department of Trauma Surgery, University of Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Geertje A M Govaert
- Department of Trauma Surgery, University of Utrecht, University Medical Center Utrecht, Utrecht, The Netherlands
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11
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Gijsberts CM, den Ruijter HM, de Kleijn DPV, Huisman A, ten Berg M, de Groot M, van Wijk RHA, Asselbergs FW, Voskuil M, Pasterkamp G, van Solinge WW, Hoefer IE. Hematological Parameters Outperform Plasma Markers in Predicting Long-Term Mortality After Coronary Angiography. Angiology 2017; 69:600-608. [DOI: 10.1177/0003319717743679] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
High-sensitivity troponin I (hsTnI) and N-terminal pro-brain natriuretic peptide (NT-pro-BNP) are predictors of coronary artery disease. Recently, routine hematological parameters emerged as mortality predictors. We examined the predictive value of hematological parameters (from the Utrecht Patient Oriented Database) and hsTnI and NT-pro-BNP for mortality in a coronary angiography population (Utrecht Coronary Biobank n = 1913). Using Cox regression, receiver operating characteristics, integrated discrimination improvement (IDI), and continuous net reclassification improvement (cNRI) analysis, we compared the predictive properties of hematological parameters with hsTnI and NT-pro-BNP for mortality. During a median follow-up duration of 1.8 years, 77 deaths occurred. A panel of 7 hematological parameters (leukocyte count, reticulocyte mean corpuscular hemoglobin concentration, red blood cell [RBC] green (FL1) fluorescence, %neutrophils, %large [>120 fL] RBCs, %monocytes, and coefficient of variation of neutrophil complexity) was highly predictive. Added to clinical characteristics, hematological parameters (area under the curve [AUC]: 0.855, P < .001; IDI: 0.04, P = .02; cNRI: 0.41, P < .001) were better predictors than hsTnI (AUC: 0.818) or NT-pro-BNP (AUC: 0.834) alone or combined (AUC: 0.834). Hematological parameters may provide mortality risk information following coronary angiography and may be superior to hsTnI and/or NT-pro-BNP.
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Affiliation(s)
- Crystel M. Gijsberts
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, the Netherlands
- ICIN-Netherlands Heart Institute, Utrecht, the Netherlands
| | - Hester M. den Ruijter
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Dominique P. V. de Kleijn
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, the Netherlands
- ICIN-Netherlands Heart Institute, Utrecht, the Netherlands
- Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore
- Cardiovascular Research Institute (CVRI), National University Heart Centre (NUHCS), National University Health System, Singapore, Singapore
| | - Albert Huisman
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Maarten ten Berg
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Mark de Groot
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Richard H. A. van Wijk
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Folkert W. Asselbergs
- Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
- Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht, the Netherlands
- Faculty of Population Health Sciences, Institute of Cardiovascular Science, University College London, London, United Kingdom
| | - Michiel Voskuil
- Cardiology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Gerard Pasterkamp
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, the Netherlands
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Wouter W. van Solinge
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
| | - Imo E. Hoefer
- Experimental Cardiology Laboratory, University Medical Center Utrecht, Utrecht, the Netherlands
- Department of Clinical Chemistry and Hematology, University Medical Center Utrecht, Utrecht, the Netherlands
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12
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White blood cell population dynamics for risk stratification of acute coronary syndrome. Proc Natl Acad Sci U S A 2017; 114:12344-12349. [PMID: 29087321 DOI: 10.1073/pnas.1709228114] [Citation(s) in RCA: 14] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
The complete blood count (CBC) provides a high-level assessment of a patient's immunologic state and guides the diagnosis and treatment of almost all diseases. Hematology analyzers evaluate CBCs by making high-dimensional single-cell measurements of size and cytoplasmic and nuclear morphology in high throughput, but only the final cell counts are commonly used for clinical decisions. Here, we utilize the underlying single-cell measurements from conventional clinical instruments to develop a mathematical model guided by cellular mechanisms that quantifies the population dynamics of neutrophil, lymphocyte, and monocyte characteristics. The dynamic model tracks the evolution of the morphology of WBC subpopulations as a patient transitions from a healthy to a diseased state. We show how healthy individuals and hospitalized patients with similar WBC counts can be robustly classified based on their WBC population dynamics. We combine the model with supervised learning techniques to risk-stratify patients under evaluation for acute coronary syndrome. In particular, the model can identify more than 70% of patients in our study population with initially negative screening tests who will be diagnosed with acute coronary syndrome in the subsequent 48 hours. More generally, our study shows how mechanistic modeling of existing clinical data can help realize the vision of precision medicine.
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13
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Chatzipanagiotou S, Ioannidis A, Trikka-Graphakos E, Charalampaki N, Sereti C, Piccinini R, Higgins AM, Buranda T, Durvasula R, Hoogesteijn AL, Tegos GP, Rivas AL. Detecting the Hidden Properties of Immunological Data and Predicting the Mortality Risks of Infectious Syndromes. Front Immunol 2016; 7:217. [PMID: 27375617 PMCID: PMC4901050 DOI: 10.3389/fimmu.2016.00217] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2015] [Accepted: 05/19/2016] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND To extract more information, the properties of infectious disease data, including hidden relationships, could be considered. Here, blood leukocyte data were explored to elucidate whether hidden information, if uncovered, could forecast mortality. METHODS Three sets of individuals (n = 132) were investigated, from whom blood leukocyte profiles and microbial tests were conducted (i) cross-sectional analyses performed at admission (before bacteriological tests were completed) from two groups of hospital patients, randomly selected at different time periods, who met septic criteria [confirmed infection and at least three systemic inflammatory response syndrome (SIRS) criteria] but lacked chronic conditions (study I, n = 36; and study II, n = 69); (ii) a similar group, tested over 3 days (n = 7); and (iii) non-infected, SIRS-negative individuals, tested once (n = 20). The data were analyzed by (i) a method that creates complex data combinations, which, based on graphic patterns, partitions the data into subsets and (ii) an approach that does not partition the data. Admission data from SIRS+/infection+ patients were related to 30-day, in-hospital mortality. RESULTS The non-partitioning approach was not informative: in both study I and study II, the leukocyte data intervals of non-survivors and survivors overlapped. In contrast, the combinatorial method distinguished two subsets that, later, showed twofold (or larger) differences in mortality. While the two subsets did not differ in gender, age, microbial species, or antimicrobial resistance, they revealed different immune profiles. Non-infected, SIRS-negative individuals did not express the high-mortality profile. Longitudinal data from septic patients displayed the pattern associated with the highest mortality within the first 24 h post-admission. Suggesting inflammation coexisted with immunosuppression, one high-mortality sub-subset displayed high neutrophil/lymphocyte ratio values and low lymphocyte percents. A second high-mortality subset showed monocyte-mediated deficiencies. Numerous within- and between-subset comparisons revealed statistically significantly different immune profiles. CONCLUSION While the analysis of non-partitioned data can result in information loss, complex (combinatorial) data structures can uncover hidden patterns, which guide data partitioning into subsets that differ in mortality rates and immune profiles. Such information can facilitate diagnostics, monitoring of disease dynamics, and evaluation of subset-specific, patient-specific therapies.
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Affiliation(s)
- S Chatzipanagiotou
- Department of Biopathology and Clinical Microbiology, Aeginition Hospital, Medical School, National and Kapodistrian University of Athens , Athens , Greece
| | - A Ioannidis
- Department of Nursing, Faculty of Human Movement and Quality of Life Sciences, University of Peloponnese , Sparta , Greece
| | - E Trikka-Graphakos
- Department of Clinical Microbiology, "Thriasio" General Hospital , Magoula , Greece
| | - N Charalampaki
- Department of Clinical Microbiology, "Thriasio" General Hospital , Magoula , Greece
| | - C Sereti
- Department of Clinical Microbiology, "Thriasio" General Hospital , Magoula , Greece
| | - R Piccinini
- Department of Veterinary Science and Public Health, University of Milan , Milan , Italy
| | - A M Higgins
- Division of Infectious Diseases, Center for Global Health, School of Medicine, University of New Mexico , Albuquerque, NM , USA
| | - T Buranda
- Department of Pathology, School of Medicine, University of New Mexico , Albuquerque, NM , USA
| | - R Durvasula
- Division of Infectious Diseases, Center for Global Health, School of Medicine, University of New Mexico , Albuquerque, NM , USA
| | - A L Hoogesteijn
- Human Ecology Department, Cinvestav , Unidad Merida , Mexico
| | - G P Tegos
- Torrey Pines Institute for Molecular Studies, Port St. Lucie, FL, USA; Department of Dermatology, Harvard Medical School, Boston, MA, USA; Wellman Center for Photomedicine, Massachusetts General Hospital, Boston, MA, USA
| | - Ariel L Rivas
- Division of Infectious Diseases, Center for Global Health, School of Medicine, University of New Mexico , Albuquerque, NM , USA
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Lam SW, Lingsma HF, van Beeck EF, Leenen LPH. Validation of a base deficit-based trauma prediction model and comparison with TRISS and ASCOT. Eur J Trauma Emerg Surg 2015; 42:627-633. [PMID: 26555726 DOI: 10.1007/s00068-015-0592-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2015] [Accepted: 10/09/2015] [Indexed: 11/27/2022]
Abstract
BACKGROUND Base deficit provides a more objective indicator of physiological stress following injury as compared with vital signs constituting the revised trauma score (RTS). We have previously developed a base deficit-based trauma survival prediction model [base deficit and injury severity score model (BISS)], in which RTS was replaced by base deficit as a measurement of physiological imbalance. PURPOSE To externally validate BISS in a large cohort of trauma patients and to compare its performance with established trauma survival prediction models including trauma and injury severity score (TRISS) and a severity characterization of trauma (ASCOT). Moreover, we examined whether the predictive accuracy of BISS model could be improved by replacement of injury severity score (ISS) by new injury severity score (NISS) in the BISS model (BNISS). METHODS In this retrospective, observational study, clinical data of 3737 trauma patients (age ≥15 years) admitted consecutively from 2003 to 2007 were obtained from a prospective trauma registry to calculate BISS, TRISS, and ASCOT models. The models were evaluated in terms of discrimination [area under curve (AUC)] and calibration. RESULTS The in-hospital mortality rate was 8.1 %. The discriminative performance of BISS to predict survival was similar to that of TRISS and ASCOT [AUCs of 0.883, 95 % confidence interval (CI) 0.865-0.901 for BISS, 0.902, 95 % CI 0.858-0.946 for TRISS and 0.864, 95 % CI 0.816-0.913 for ASCOT]. Calibration tended to be optimistic in all three models. The updated BNISS had an AUC of 0.918 indicating that substitution of ISS with NISS improved model performance. CONCLUSIONS The BISS model, a base deficit-based trauma model for survival prediction, showed equivalent performance as compared with that of TRISS and ASCOT and may offer a more simplified calculation method and a more objective assessment. Calibration of BISS model was, however, less good than that of other models. Replacing ISS by NISS can considerably improve model accuracy, but further confirmation is needed.
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Affiliation(s)
- S W Lam
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands.
| | - H F Lingsma
- Department of Public Health, Centre for Medical Decision Making, Erasmus MC, Rotterdam, The Netherlands
| | - Ed F van Beeck
- Department of Public Health, Centre for Medical Decision Making, Erasmus MC, Rotterdam, The Netherlands
| | - L P H Leenen
- Department of Surgery, University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
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15
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Gijsberts CM, den Ruijter HM, de Kleijn DPV, Huisman A, Ten Berg MJ, van Wijk RHA, Asselbergs FW, Voskuil M, Pasterkamp G, van Solinge WW, Hoefer IE. Hematological Parameters Improve Prediction of Mortality and Secondary Adverse Events in Coronary Angiography Patients: A Longitudinal Cohort Study. Medicine (Baltimore) 2015; 94:e1992. [PMID: 26559287 PMCID: PMC4912281 DOI: 10.1097/md.0000000000001992] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022] Open
Abstract
Prediction of primary cardiovascular events has been thoroughly investigated since the landmark Framingham risk score was introduced. However, prediction of secondary events after initial events of coronary artery disease (CAD) poses a new challenge. In a cohort of coronary angiography patients (n = 1760), we examined readily available hematological parameters from the UPOD (Utrecht Patient Oriented Database) and their addition to prediction of secondary cardiovascular events. Backward stepwise multivariable Cox regression analysis was used to test their ability to predict death and major adverse cardiovascular events (MACE). Continuous net reclassification improvement (cNRI) and integrated discrimination improvement (IDI) measures were calculated for the hematological parameters on top of traditional risk factors to assess prediction improvement. Panels of 3 to 8 hematological parameters significantly improved prediction of death and adverse events. The IDIs ranged from 0.02 to 0.07 (all P < 0.001) among outcome measures and the cNRIs from 0.11 to 0.40 (P < 0.001 in 5 of 6 outcome measures). In the hematological panels red cell distribution width (RDW) appeared most often. The multivariable adjusted hazard ratio of RDW per 1 standard deviation (SD) increase for MACE was 1.19 [1.08-1.32], P < 0.001. Routinely measured hematological parameters significantly improved prediction of mortality and adverse events in coronary angiography patients. Accurately indicating high-risk patients is of paramount importance in clinical decision-making.
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Affiliation(s)
- Crystel M Gijsberts
- From the Experimental Cardiology Laboratory, University Medical Center Utrecht (CMG, HMDR, DPVDK, GP, IEH); ICIN-Netherlands Heart Institute, Utrecht, The Netherlands (CMG, DPVDK); Department of Surgery, Yong Loo Lin School of Medicine, National University of Singapore (DPVDK); Cardiovascular Research Institute (CVRI), National University Heart Centre (NUHCS), National University Health System, Singapore, Singapore (DPVDK); Department of Clinical Chemistry and Hematology (AH, MJTB, RHAVW, WWVS, IEH); Department of Cardiology, University Medical Center Utrecht (FWA, MV); Durrer Center for Cardiogenetic Research, ICIN-Netherlands Heart Institute, Utrecht, The Netherlands (FWA); and Institute of Cardiovascular Science, Faculty of Population Health Sciences, University College London, London, UK (FWA)
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Sierink JC, Joosse P, de Castro SM, Schep NW, Goslings JC. Does repeat Hb measurement within 2 hours after a normal initial Hb in stable trauma patients add value to trauma evaluation? Int J Emerg Med 2015; 7:26. [PMID: 25635189 PMCID: PMC4306047 DOI: 10.1186/s12245-014-0026-3] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2014] [Accepted: 06/13/2014] [Indexed: 11/10/2022] Open
Abstract
Background In our level I trauma center, it is considered common practice to repeat blood haemoglobin measurements in patients within 2 h after admission. However, the rationale behind this procedure is elusive and can be considered labour-intensive, especially in patients in whom haemorrhaging is not to be expected. The aim of this study was to assess the value of the repeated Hb measurement (r-Hb) within 2 h in adult trauma patients without evidence of haemodynamic instability. Methods The local trauma registry was used to identify all trauma patients without evidence of haemodynamic instability from January 2009 to December 2010. Patients in whom no initial blood Hb measurement (i-Hb) was done on admission, referrals, and patients without risk for traumatic injuries or haemorrhage based upon mechanism of injury (e.g. inhalation or drowning injury) were excluded. Results A total of 1,537 patients were included in the study, 1,246 of which did not present with signs of haemodynamic instability. Median Injury Severity Score (ISS) was 5 (interquartile range (IQR) 1 to 13), 22% of the patients were multitrauma patients (ISS > 15). A normal i-Hb was found in 914 patients (73%). Of the 914 patients with a normal i-Hb, 639 (70%) had a normal r-Hb, while in 127 patients (14%), an abnormal r-Hb was found. In none of these patients, the abnormal r-Hb led to new diagnoses. In 148 patients (16%), no repeated Hb measurement was done without clinical consequences. Conclusion We conclude that repeated blood Hb measurement within 2 h after admission in stable, adult trauma patients with a normal initial Hb concentration does not add value to a trauma patient's evaluation.
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Affiliation(s)
- Joanne C Sierink
- Trauma Unit, Department of Surgery, Academic Medical Center, Meibergdreef 9, Amsterdam AZ 1105, The Netherlands
| | - Pieter Joosse
- Trauma Unit, Department of Surgery, Academic Medical Center, Meibergdreef 9, Amsterdam AZ 1105, The Netherlands
| | - Steve Mm de Castro
- Trauma Unit, Department of Surgery, Academic Medical Center, Meibergdreef 9, Amsterdam AZ 1105, The Netherlands
| | - Niels Wl Schep
- Trauma Unit, Department of Surgery, Academic Medical Center, Meibergdreef 9, Amsterdam AZ 1105, The Netherlands
| | - J Carel Goslings
- Trauma Unit, Department of Surgery, Academic Medical Center, Meibergdreef 9, Amsterdam AZ 1105, The Netherlands
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Molina-López RA, Casal J, Darwich L. Prognostic indicators associated with early mortality of wild raptors admitted to a wildlife rehabilitation centre in Spain. Vet Q 2014; 35:9-15. [PMID: 25443779 DOI: 10.1080/01652176.2014.985856] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022] Open
Abstract
BACKGROUND Assessment of the prognostic indicators of wildlife casualties is critical in wildlife rehabilitation practice, to optimize the use of economical resources, and to protect animal welfare. Few studies have been conducted in this field. OBJECTIVE To identify the prognostic indicators associated with raptor mortality during the first week of hospitalization. ANIMALS AND METHODS Complete medical records of 1722 wild raptor cases admitted to a wildlife rehabilitation centre from 1995 to 2007 were used. Regression models were created to determine mortality-related factors for different variables (order, sex, body condition (BC), clinical signs, and available haematological and biochemical parameters). RESULTS In the bivariate analysis, the presence of nervous (OR = 11.9, 95%CI:5.1-27.6) or musculoskeletal (OR = 12.1, 95%CI:5.8-25.3) signs, a poor BC (OR = 32.9, 95%CI:19-81.2), and low values of packed cell volume (PCV), haemoglobin or total solids (TS), were all associated with early mortality. After adjusting variables in the multivariate model, BC was excluded due to co-linearity with other variables, and alteration of the nervous system was the only significant risk factor (OR = 4.0; 95%CI:1.9-8.8). In species specific analysis, poor prognosis was related to neurological signs in Athene noctua, poor BC in Strix aluco, trauma in Acciptiter nisus and Tyto alba, low PCV in Buteo buteo and Falco tinnunculus and low TS in Falco tinnunculus. CONCLUSIONS Raptors with a poor BC, low values of PCV and those presenting with neurological signs, had the highest risk of dying in the first days of admittance. Thus, either medical care or humane euthanasia for poor prognosis should be performed to address animal welfare.
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Affiliation(s)
- Rafael A Molina-López
- a Centre de Fauna Salvatge de Torreferrussa , Catalan Wildlife-Service, Forestal Catalana , Santa Perpètua de Mogoda , Spain
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Hilbert P, Hofmann GO, Teichmann J, Struck MF, Stuttmann R. The "coagulation box" and a new hemoglobin-driven algorithm for bleeding control in patients with severe multiple traumas. ARCHIVES OF TRAUMA RESEARCH 2013; 2:3-10. [PMID: 24396782 PMCID: PMC3876509 DOI: 10.5812/atr.10894] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2013] [Revised: 03/05/2013] [Accepted: 03/09/2013] [Indexed: 02/06/2023]
Abstract
Background Extensive hemorrhage is the leading cause of death in the first few hours following multiple traumas. Therefore, early and aggressive treatment of clotting disorders could reduce mortality. Unfortunately, the availability of results from commonly performed blood coagulation studies are often delayed whereas hemoglobin (Hb) levels are quickly available. Objectives In this study, we evaluated the use of initial hemoglobin (Hb) levels as a guide line for the initial treatment of clotting disorders in multiple trauma patients. Patients and Methods We have developed an Hb-driven algorithm to initiate the initial clotting therapy. The algorithm contains three different steps for aggressive clotting therapy depending on the first Hb value measured in the shock trauma room, (SR) and utilizes fibrinogen, prothrombin complex concentrate (PCC), factor VIIa, tranexamic acid and desmopressin. The above-mentioned drugs were stored in a special “coagulation box” in the hospital pharmacy, and this box could be immediately brought to the SR or operating room (OR) upon request. Despite the use of clotting factors, transfusions using red blood cells (RBC) and fresh frozen plasma (FFP) were performed at an RBC-to-FFP ratio of 2:1 to 1:1. Results Over a 12-month investigation period, 123 severe multiple trauma patients needing intensive care therapy were admitted to our trauma center (mean age 48 years, mean ISS (injury severity score) 30). Fourteen (11%) patients died; 25 (mean age 51.5 years, mean ISS 53) of the 123 patients were treated using the “coagulation box,” and 17 patients required massive transfusions. Patients treated with the “coagulation box” required an average dose of 16.3 RBC and 12.9 FFP, whereas 17 of the 25 patients required an average dose of 3.6 platelet packs. According to the algorithm, 25 patients received fibrinogen (average dose of 8.25 g), 24 (96%) received PCC (3000 IU.), 14 (56%) received desmopressin (36.6 µg), 13 (52%) received tranexamic acid (2.88 g), and 11 (44%) received factor VIIa (3.7 mg). The clotting parameters markedly improved between SR admission and ICU admission. Of the 25 patients, 16 (64%) survived. The revised injury severity classification (RISC) predicted a survival rate of 41%, which corresponds to a standardized mortality ratio (SMR) of 0.62, which implies a higher survival rate than predicted. Conclusions An Hb-driven algorithm, in combination with the “coagulation box” and the early use of clotting factors, could be a simple and effective tool for improving coagulopathy in multiple trauma patients.
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Affiliation(s)
- Peter Hilbert
- Department of Anesthesiology, Intensive Care and Emergency Medicine, BG-Kliniken Bergmannstrost, Halle, Germany
- Corresponding author: Peter Hilbert, Department of Anesthesiology, Intensive Care and Emergency Medicine, BG-Kliniken Bergmannstrost, Merseburger Str. 165, 06112 Halle (Saale) / Germany. Tel: +49-3451327716, Fax: +49-3451326344, E-mail:
| | - Gunther Olaf Hofmann
- Department of Trauma and Reconstructive Surgery, Friedrich-Schiller-University Jena, BG-Kliniken Bergmannstrost, Halle, Germany
| | - Jörg Teichmann
- Department of Pharmacy, BG-Kliniken Bergmannstrost, Halle, Germany
| | - Manuel F. Struck
- Department of Anesthesiology and Intensive Care Medicine, University Hospital Leipzig, Leipzig, Germany
| | - Ralph Stuttmann
- Department of Anesthesiology, Intensive Care and Emergency Medicine, BG-Kliniken Bergmannstrost, Halle, Germany
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Şentürk GÖ, Ünlüer EE, Vandenberk N, Yavaşi Ö, Eroglu O, Sürüm N, Üstüner F, Kayayurt K. The prognostic value of cystatin C compared with trauma scores in multiple blunt trauma: a prospective cohort study. J Emerg Med 2013; 44:1070-6. [PMID: 23399394 DOI: 10.1016/j.jemermed.2012.11.037] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2011] [Revised: 03/12/2012] [Accepted: 11/05/2012] [Indexed: 10/27/2022]
Abstract
BACKGROUND Many scoring systems have been developed to predict the prognosis of the traumatized patients in Emergency Departments, and the necessary calculations make complex scoring systems difficult to use as a part of the initial trauma patient assessment, and they also have limited accuracy. STUDY OBJECTIVE This study compares the accuracy of cystatin C with trauma scoring systems in predicting the mortality of trauma patients. METHODS Serum cystatin C levels were measured upon arrival in consecutive adult multiple blunt trauma patients during a 12-month period. Correlation analysis was used to assess the relationship between Injury Severity Score (ISS), Revised Trauma Score (RTS), Glasgow Coma Scale (GCS) Score, and cystatin C. Trauma scores and cystatin C were used in Cox regression models to predict trauma patients' risk of death. RESULTS During the study period, 153 patients were enrolled and 18 died. There were negative correlations between cystatin C levels and the GCS (r = -0.666, p < 0.001) as well as the RTS (r = -0.229, p = 0.004). A moderate correlation was found between the ISS and the cystatin C level (r = 0.492, p < 0.001). In Cox regression models, every increase in units of cystatin C levels and ISS (the cut-off levels were 0.93 mg/L and ≥ 16, respectively) results in a 4.22- and 1.068-fold increase in mortality, respectively. CONCLUSION Cystatin C may represent an important severity-of-illness indicator, easily available to clinicians during the initial assessment of trauma victims on admission.
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Affiliation(s)
- Güldehen Özmen Şentürk
- Department of Emergency Medicine, Izmir Ataturk Research and Training Hospital, Izmir, Turkey
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20
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Hilbert P, Hofmann GO, zur Nieden K, Teichmann J, Jakubetz J, Stuttmann R. [Coagulation management of trauma patients with unstabile circulation : establishment of a hemoglobin-oriented standard operating procedure]. Anaesthesist 2013; 61:703-10. [PMID: 22847558 DOI: 10.1007/s00101-012-2064-7] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
INTRODUCTION Massive hemorrhage is the leading cause of death in the first few hours following multiple trauma, therefore, early and aggressive treatment of clotting disorders and surgical intervention to stop the bleeding are of utmost importance. However, commonly performed clotting tests have a considerable latency of at least 30-45 min, whereas hemoglobin (Hb) levels can be tested very quickly. If a multiple trauma patient has already received fluid resuscitation, a certain relationship may be observed between the hemoglobin value and the development of clotting disturbances. Hence, hemoglobin may be a useful and rapidly available parameter for guiding the initial treatment of clotting disturbances in multiple trauma patients. METHODS A Hb-guided algorithm has been developed to initiate initial clotting therapy. The algorithm contains three stages of different aggressive clotting therapy with fibrinogen, prothrombin complex concentrate (PCC), factor VIIa, tranexamic acid and desmopressin, depending on the first Hb value measured. For admission Hb levels > 5.5 mmol/l (≈8.8 g/dl) coagulation therapy is managed on the basis of the laboratory tests and if in doubt 2 g fibrinogen is administered. For admission Hb levels between 5.5 mmol/l (≈8.8 g/dl) and 4 mmol/l (≈6.5 g/dl) 2-4 g fibrinogen and 2,500-3,000 IU PCC are administered and tranexamic acid and desmopressin administration should be considered. For admission Hb levels < 4 mmol/l (≈6.5 g/dl) 4-6 g fibrinogen, 3,000-5,000 IU PCC and 1 mg factor VIIa should be administered and tranexamic acid and desmopression should be considered. All drugs mentioned should be stored in a special "coagulation box" in the hospital pharmacy and this box is brought immediately to the patient on demand. In addition to the use of clotting factors, infusions should be performed with balanced crystalloids and transfusions with an RBC/FFP ratio of 2:1-1:1. To assess the efficiency of the algorithm the routinely measured clotting parameters at trauma bay admission were compared with intensive care unit (ICU) admission and the standardized mortality ratio (SMR) was calculated. RESULTS During a 6-month investigation period 71 severe multiple trauma patients were admitted to the trauma center and 19 patients were treated using the coagulation box of which 13 required massive transfusions. The routinely used clotting parameters markedly improved between admission to the trauma bay and ICU admission: Quick 61% versus 97% (p < 0.001), partial prothromboplastin time (PTT) 50 s versus 42 s (not significant), fibrinogen 1.7 g/l versus 2.15 g/l (not significant). Of the 19 patients 11 (58%) survived. The revised injury severity classification (RISC) predicted a survival rate of 40%, which corresponds to an SMR of 0.69, thus implying a higher survival rate than predicted. CONCLUSIONS The Hb-driven algorithm, in combination with the coagulation box and the early use of clotting factors, may be a simple and effective tool for improving coagulopathy in multiple trauma patients.
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Affiliation(s)
- P Hilbert
- Klinik für Anästhesiologie, Intensiv- und Notfallmedizin, BG-Kliniken Bergmannstrost, Halle, Saale, Deutschland.
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Benfield RJ, Mamczak CN, Vo KCT, Smith T, Osborne L, Sheppard FR, Elster EA. Initial predictors associated with outcome in injured multiple traumatic limb amputations: a Kandahar-based combat hospital experience. Injury 2012; 43:1753-8. [PMID: 22840556 DOI: 10.1016/j.injury.2012.06.030] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/19/2012] [Revised: 04/13/2012] [Accepted: 06/27/2012] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Improvised explosive devices (IEDs) are the defining mechanism of injury during Operation Enduring Freedom. This is a retrospective analysis of initial management for IED blast injuries presenting with bilateral, traumatic, lower-extremity (LE) amputations with and without pelvic and perineal involvement. METHODS A database of trauma admissions presenting to a North Atlantic Treaty Organization (NATO) Role 3 combat hospital in southern Afghanistan over a 7-month period was created to evaluate the care of this particular injury pattern. Patients were included if they were received from point of injury with at least bilateral traumatic LE amputations and had vital signs with initial resuscitation efforts. RESULTS Thirty-two presented with double LE amputations (36%) and nine with triple amputations (10%). After excluding 10 patients who failed to meet the inclusion criteria, 22 patients were analysed. The mean age was 29 years, and the average ISS and admission haemoglobin were 22 and 11.3mgl(-1), respectively. Patients received an average of 54 units of blood products and underwent 1.6 operations with a mean operative time of 142.5min. The pattern of injury was associated with an increase in the total blood products required for resuscitation (pelvis n=12, p=0.028, gastrointestinal tract (GI) n=14, p=0.02, perineal n=15, p=0.036). There was no relationship between ISS or admission haemoglobin and the need for massive transfusion. Low Glasgow Coma Scale (GCS) was associated with increased 30-day mortality. Hollow viscus injury and operative hemipelvectomy were also associated with mortality. CONCLUSIONS Early 30-day follow-up demonstrated that IED injuries with bilateral LE amputations with and without pelvic and perineal involvement are survivable injuries. Standard measures of injury and predictors of survival bore little relationship to observed outcomes and may need to be re-evaluated. Long-term follow-up is needed to assess the extent of functional recovery and overall morbidity and mortality.
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