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Yamashita S, Tago M, Minami K, Katsuki NE, Oda Y, Yamashita SI. Prediction Models of Infective Endocarditis Usable Ahead of Performing Blood Cultures: A Narrative Review. Cureus 2025; 17:e78754. [PMID: 40070607 PMCID: PMC11894356 DOI: 10.7759/cureus.78754] [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: 02/07/2025] [Indexed: 03/14/2025] Open
Abstract
Infective endocarditis (IE) often presents as a fever of unknown origin due to its extremely diverse clinical presentations, requiring diverse advanced medical equipment and tests to make a correct diagnosis. Whether a physician can suspect IE in a clinical setting is dependent on the physician's knowledge and experience. If IE is not suspected, antibiotics are administered without obtaining blood cultures, complicating the clinical course and prognosis. To avoid delayed diagnosis or entering the maze of diagnostic difficulties of IE cases, a prediction model to deduce IE likelihood can be used at an early stage after a patient's arrival at the hospital before blood culture examinations would be invaluable. In this study, we aimed to review the literature on such prediction models for IE diagnosis in existence, discussing their strengths and limitations. A narrative review was conducted by two researchers using PubMed. Comprehensive searches included the index terms "infective endocarditis" or "infectious endocarditis", coupled with "prediction model" or "prediction rule" or "predictive model". Five articles reporting one of the three prediction models were identified. The first model, developed for intravenous drug users (IDUs) admitted to the emergency departments of two to three hospitals showed a good area under the curve (AUC) of 0.8; however, the small sample size and overfitting of the model were a limit. The second model for inpatients in all departments of four hospitals showed an AUC of 0.783 with a shrinkage coefficient of 0.963, indicating high generalizability. Moreover, it featured the highest ease of use because it consisted of only five factors readily available in any hospital. The third model, developed for inpatients admitted to an emergency department at a single center, consisted of 12 factors and achieved the highest AUC (0.881). All models demonstrated fair to good AUC. The second model excelled in generalizability and ease of use, while the third model was superior in performance. To further improve the accuracy of each IE prediction, further high-level evidence studies, such as randomized controlled trials in multiple facilities, are mandatory.
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Affiliation(s)
- Shun Yamashita
- Department of General Medicine, Saga University Hospital, Saga, JPN
- Education and Research Center for Community Medicine, Faculty of Medicine, Saga University, Saga, JPN
| | - Masaki Tago
- Department of General Medicine, Saga University Hospital, Saga, JPN
| | - Kota Minami
- Center for Graduate Medical Education Development and Research, Saga University Hospital, Saga, JPN
| | - Naoko E Katsuki
- Department of General Medicine, Saga University Hospital, Saga, JPN
| | - Yasutomo Oda
- Education and Research Center for Community Medicine, Faculty of Medicine, Saga University, Saga, JPN
| | - Shu-Ichi Yamashita
- Department of General Medicine, Saga University Hospital, Saga, JPN
- Department of Internal Medicine, Heiwadai Hospital, Miyazaki, JPN
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Vaidyanathan A, Money S. Infective Endocarditis in Intravenous Drug Users—a Modern Outlook. CURRENT EMERGENCY AND HOSPITAL MEDICINE REPORTS 2019. [DOI: 10.1007/s40138-019-00190-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
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Mongelluzzo J, Tu B, Grimes B, Ziyeh S, Fortman J, Neilson J, Rodriguez RM. Correlation of Physical Exam Findings with Fever in Patients with Skin and Soft Tissue Infections. West J Emerg Med 2017; 18:398-402. [PMID: 28435490 PMCID: PMC5391889 DOI: 10.5811/westjem.2016.12.32838] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2016] [Revised: 12/09/2016] [Accepted: 12/17/2016] [Indexed: 11/11/2022] Open
Abstract
Introduction The objectives of this study were to determine the prevalence of fever in adult ED patients with skin and soft tissue infections (SSTI) and to determine which, if any, physical exam, radiograph and laboratory test findings were associated with fever. Methods We conducted a prospective, observational study at an urban county trauma center of adults who presented to the ED for evaluation of suspected SSTI. ED providers measured area of erythema and induration using a tape measure, and completed data sheets indicating comorbid conditions and the presence or absence of physical exam findings. Fever was defined as any recorded temperature ≥ 38°C during the first six hours of ED evaluation. Results Of the 734 patients enrolled, 96 (13.1%) had fever. Physical and laboratory exam findings associated with the presence of a fever in multivariable logistic regression were the area of erythema, particularly the largest quartile of area of erythema, 144 – 5,000 cm2, (odd ratio [OR] = 2.9; 95% confidence interval [CI] [1.6 – 5.2]) and leukocytosis (OR = 4.4, 95% CI [2.7 – 7.0]). Bullae, necrosis, streaks, adenopathy, and bone involvement on imaging were not associated with fever. Conclusion Fever is uncommon in patients presenting to the ED for evaluation of suspected SSTI. Area of erythema and leukocytosis were associated with fever and should be considered in future decision rules for the evaluation and treatment of SSTI.
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Affiliation(s)
- Jillian Mongelluzzo
- University of California, San Francisco, San Francisco General Hospital, Department of Emergency Medicine, San Francisco, California
| | - Brian Tu
- University of California, San Francisco, San Francisco General Hospital, Department of Emergency Medicine, San Francisco, California
| | - Barbara Grimes
- University of California, San Francisco, San Francisco, Department of Epidemiology and Biostatistics, San Francisco, California
| | - Sharvina Ziyeh
- University of California, San Francisco, San Francisco General Hospital, Department of Emergency Medicine, San Francisco, California
| | - Jonathan Fortman
- University of California, San Francisco, San Francisco General Hospital, Department of Emergency Medicine, San Francisco, California
| | - Jersey Neilson
- University of California, San Francisco, San Francisco General Hospital, Department of Emergency Medicine, San Francisco, California
| | - Robert M Rodriguez
- University of California, San Francisco, San Francisco General Hospital, Department of Emergency Medicine, San Francisco, California
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Petersen E, Boyles T. Diagnostic tests and procedures. Infect Dis (Lond) 2017. [DOI: 10.1002/9781119085751.ch6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Affiliation(s)
- Eskild Petersen
- Institute of Clinical Medicine; Aarhus University; Denmark
- Department of Infectious Diseases; The Royal Hospital; Muscat Sultanate of Oman
| | - Tom Boyles
- Infectious Diseases, Department of Medicine; University of Cape Town; Cape Town South Africa
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Abstract
Fever and leukocytosis have many possible etiologies in injection drug users. We present a case of a 22-year-old woman with fever and leukocytosis that were presumed secondary to cotton fever, a rarely recognized complication of injection drug use, after an extensive workup. Cotton fever is a benign, self-limited febrile syndrome characterized by fevers, leukocytosis, myalgias, nausea and vomiting, occurring in injection drug users who filter their drug suspensions through cotton balls. While this syndrome is commonly recognized amongst the injection drug user population, there is a paucity of data in the medical literature. We review the case presentation and available literature related to cotton fever.
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Affiliation(s)
- Yingda Xie
- National Institutes of Health, Bethesda, MD, USA
| | - Bailey A Pope
- Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, BTE 119, Portland, OR, 97239-2997, USA.
| | - Alan J Hunter
- Department of Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Rd, BTE 119, Portland, OR, 97239-2997, USA
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Vallabhajosyula S, Varma MD, Vallabhajosyula S, Vallabhajosyula S. Association of hyponatremia with in-hospital outcomes in infective endocarditis: A 5-year review from an Indian Intensive Care Unit. Indian J Crit Care Med 2016; 20:597-600. [PMID: 27829716 PMCID: PMC5073775 DOI: 10.4103/0972-5229.192051] [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] [Indexed: 11/04/2022] Open
Abstract
Hyponatremia is commonly noted with cardiovascular disorders, but its role in infective endocarditis (IE) is limited to being a marker of increased morbidity in IE patients with intravenous drug use. This was a 5-year retrospective review from an Indian Intensive Care Unit (ICU). Patients >18 years with IE and available serum sodium levels were included in the study. Pediatric and pregnant patients were excluded from the study. Hyponatremia was defined as admission sodium <135 mmol/L. Detailed data were abstracted from the medical records. Primary outcomes were need for invasive mechanical ventilation, ICU length of stay, and in-hospital mortality. Secondary outcomes included development of acute kidney injury, acute decompensated heart failure (ADHF), acute respiratory distress syndrome, stroke, and severe sepsis in the ICU. Two-tailed P < 0.05 was considered statistically significant. Between January 2010 and December 2014, 96 patients with IE were admitted to the ICU with 85 (88.5%) (median age 46 [34.5-55] years, 51 [60.0%] males) meeting our inclusion criteria. The comorbidities, echocardiographic, and microbiological characteristics were comparable between patients with hyponatremia (56; 65.9%) and eunatremia (29; 34.1%). Median sodium in the hyponatremic cohort was 131 mmol/L (127.25-133) compared to the eunatremic cohort 137 mmol/L (135-139) (P < 0.001). The primary outcomes were not different between the two groups. Hyponatremia was associated more commonly with ADHF (12 [21.4%] vs. 0; P = 0.007) during the ICU stay. Hyponatremia is commonly seen in IE patients and is not associated with worse hospital outcomes. ADHF was seen more commonly in the hyponatremic patients in comparison to those with eunatremia.
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Affiliation(s)
- Saraschandra Vallabhajosyula
- Department of Internal Medicine, Division of Pulmonary and Critical Care Medicine, Mayo Clinic, Rochester, MN, USA
| | - Muralidhar D Varma
- Department of Medicine, Kasturba Medical College, Manipal University, Manipal, Karnataka, India
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Chung-Esaki H, Rodriguez RM, Alter H, Cisse B. Validation of a prediction rule for endocarditis in febrile injection drug users. Am J Emerg Med 2014; 32:412-6. [PMID: 24560394 DOI: 10.1016/j.ajem.2014.01.008] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2013] [Revised: 01/11/2014] [Accepted: 01/11/2014] [Indexed: 10/25/2022] Open
Abstract
BACKGROUND Infectious endocarditis (IE) in febrile injection drug users (IDUs) is a critical diagnosis to identify in the emergency department (ED). A decision tool that identifies patients at very low risk for endocarditis using readily available clinical data could reduce admissions and cost. OBJECTIVE To evaluate the diagnostic performance of a previously derived decision instrument to rule out endocarditis in febrile IDUs (Prediction Rule for Endocarditis in Injection Drug Users [PRE-IDU]) and to develop a prediction model for likelihood of endocarditis for those who are not ruled out by PRE-IDU. METHODS Febrile IDUs admitted to rule out endocarditis were prospectively enrolled from 2 urban EDs in June 2007 to March 2011. Clinical data from ED presentation (first 6 hours) and outcome data from inpatient records were recorded and reviewed by 2 independent investigators. Diagnosis of IE was based on modified Duke criteria and discharge summaries. The diagnostic performance of PRE-IDU, which combines tachycardia, cardiac murmur, and absence of skin infection, was determined using recursive partitioning and logistic regression modeling. RESULTS Of the 249 subjects, 18 (7%) had IE. Recursive partitioning yielded an instrument with 100% sensitivity (95% confidence interval [CI], 84%-100%) and 100% negative predictive value (95% CI, 91%-100%), but low specificity (13%; 95% CI, 12%-13%). Multiple logistic regression modeling with the 3 clinical predictors allowed risk stratification with posttest probabilities ranging from 3% to 20%. CONCLUSION The PRE-IDU instrument predicted IE with high sensitivity and ruled out IE with high negative predictive value. Our logistic regression model provided posttest probabilities ranging from 3% to 20%. The PRE-IDU instrument and the associated model may help guide hospital admission and diagnostic testing in evaluation of febrile IDUs in the ED.
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Affiliation(s)
| | - Robert M Rodriguez
- San Francisco General Hospital/University of California San Francisco, San Francisco, CA.
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Panduranga P, Al-Abri S, Al-Lawati J. Intravenous drug abuse and tricuspid valve endocarditis: Growing trends in the Middle East Gulf region. World J Cardiol 2013; 5:397-403. [PMID: 24829628 PMCID: PMC4017343 DOI: 10.4330/wjc.v5.i11.397] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2013] [Revised: 08/30/2013] [Accepted: 10/16/2013] [Indexed: 02/06/2023] Open
Abstract
Traditionally, tricuspid valve endocarditis is uncommon in the Middle East region. However, recent global data indicate growing trends in the use of illicit drug abuse, specifically injectable heroin, in the Middle East Gulf region. The presence of many transit port services in the Middle East Gulf States has led to smuggling of substance abuse drugs in the region. The Middle East Gulf States, currently a transit market, are also becoming a growing consumer market in view of the increased substance abuse in the youth. However, there is a paucity of data with respect to the prevalence or incidence of tricuspid valve endocarditis in the region, probably due to underdiagnosis or underreporting. A high index of suspicion of tricuspid valve endocarditis is essential in patients with a history of intravenous drug abuse. This article reviews the epidemiology of illicit drug abuse in the Middle East Gulf region, as well as the diagnosis and treatment of tricuspid valve endocarditis, and calls for all physicians in the region to be vigilant while dealing with intravenous drug abuse.
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