| Unique ID issued by UMIN | UMIN000054580 |
|---|---|
| Receipt number | R000062368 |
| Scientific Title | Development of a prediction model of infectious disease among patients with undiagnosed fever: A single-hospital-based retrospective study |
| Date of disclosure of the study information | 2024/06/05 |
| Last modified on | 2026/01/01 21:12:25 |
Development of a prediction model of infectious disease among patients with undiagnosed fever: A single-hospital-based retrospective study
Development of a prediction model of infectious disease among patients with undiagnosed fever: A single-hospital-based retrospective study
Development of a prediction model of infectious disease among patients with undiagnosed fever: A single-hospital-based retrospective study
Development of a prediction model of infectious disease among patients with undiagnosed fever: A single-hospital-based retrospective study
| Japan |
fever of unknown origin
| Medicine in general | Gastroenterology | Hepato-biliary-pancreatic medicine |
| Cardiology | Pneumology | Hematology and clinical oncology |
| Neurology | Clinical immunology | Infectious disease |
| Dermatology | Urology | Emergency medicine |
| Adult |
Others
NO
Serum ferritin levels may show a possible disease specificity depending on their value and may be useful in differentiating the causative disease of fever. Indeed, one report has shown that the AUC of serum ferritin levels on admission to hospital for infectious diseases was 0.75. However, another report has shown that the AUC of serum ferritin levels alone for infectious diseases was as low as 0.64. These suggest that serum ferritin levels alone may not be sufficient for predicting infectious diseases. Several models have been proposed to differentiate infectious and non-infectious diseases as causes of unknown fever. One of these models includes serum ferritin levels as a predictive factor. However, many other factors are required, such as gender, shivering chills, LDH, procalcitonin levels, ANA, presence of lymphadenopathy or pleural ascites, hepatosplenomegaly and interferon gamma release assay, which do not provide rapid results. Another model consists of three factors: serum amyloid protein levels and neutrophil percentage in addition to serum ferritin levels. However, serum amyloid protein levels is tested less frequently in routine practice in Japan. Therefore, it is desirable to develop a simple model with items that can be more easily tested and rapidly identified. In the present study, we aimed to develop a model for predicting infectious diseases using only blood test items commonly measured on admission, including serum ferritin levels.
Safety,Efficacy
The AUC, shrinkage coefficient and stratified likelihood ratio of the predictive model for infectious diseases to be constructed in this study.
Observational
| 18 | years-old | <= |
| 120 | years-old | >= |
Male and Female
Patients aged 18 years or older who were admitted to Saga University Hospital between 1 January 2013 and 31 December 2022 and had ICD-10 code R-50-9 (fever of unknown cause) during their hospital admission were included.
-Cases in which serum ferritin levels have not been measured from the day before admission to three days after admission
-Cases in which the diagnosis was definitly confirmed before admission
-Cases in which chest radiographs, blood tests and urinalysis were not performed at the time of admission
143
| 1st name | Shun |
| Middle name | |
| Last name | Yamashita |
Faculty of Medicine, Saga University
Education and Research Center for Community Medicine
849-8501
5-1-1 Nabeshima, Saga, Japan
0952342249
sy.hospitalist.japan@gmail.com
| 1st name | Shun |
| Middle name | |
| Last name | Yamashita |
Saga University Hospital
Department of General Medicine
849-8501
5-1-1 Nabeshima, Saga, Japan
0952343238
sy.hospitalist.japan@gmail.com
Department of General Medicine, Saga University Hospital, Japan
Japanse Society of Hospital General Medicine
Other
Clinical Research Center, Saga University Hospital
5-1-1 Nabeshima, Saga 849-8501, Japan
0952343400
kenkyu-shinsei@ml.cc.saga-u.ac.jp
NO
| 2024 | Year | 06 | Month | 05 | Day |
Unpublished
143
No longer recruiting
| 2024 | Year | 02 | Month | 02 | Day |
| 2024 | Year | 02 | Month | 02 | Day |
| 2024 | Year | 02 | Month | 03 | Day |
| 2027 | Year | 03 | Month | 31 | Day |
| 2026 | Year | 01 | Month | 30 | Day |
The following will be investigated in the target cases: age; sex; admission and discharge dates; number of days in hospital; whether there was an emergency transfer; mortality rate during hospitalisation; rate of various tests performed for diagnosis (blood culture, sputum culture, spinal fluid culture, echocardiography, head CT scan, head MRI scan, chest X-ray, chest contrast CT scan, spine MRI, upper gastrointestinal endoscopy, lower gastrointestinal endoscopy, cytology, pathology, determination of TB interferon-gamma and syphilis test, beta-D glucan levels); blood tests on admission (white blood cell count, neutrophil fraction, platelet count, C-reactive protein, D dimmer, FDP, lactate dehydrogenase level, Albumin level, Total bilirubin level, aspartate aminotransferase level, alanine aminotransferase level, blood urea nitrogen level, creatinine level, Sodium level (blood urea nitrogen level, creatinine level, Sodium level, Potasium level, Chrolide level, serum ferritin level). The proportion of antimicrobials administered prior to blood cultures being taken should also be investigated, unless the patient has been taking antimicrobials for a long period of time, e.g. for chronic bronchitis. Neutrophil fractions are included in the survey as they have been reported to be useful in previous studies. For serum ferritin levels, measurements from the day before admission to within three days of admission should be adopted, as it is difficult to measure serum ferritin levels at night and on holidays. Factors affecting serum ferritin levels, such as the presence or absence of iron administration and transfusion of concentrated red blood cells, will also be investigated.
| 2024 | Year | 06 | Month | 05 | Day |
| 2026 | Year | 01 | Month | 01 | Day |
Value
https://center6.umin.ac.jp/cgi-open-bin/ctr_e/ctr_view.cgi?recptno=R000062368