Research ArticleOriginal Article
Open Access
A novel diagnosis scoring model to predict invasive pulmonary aspergillosis in the intensive care unit
Anna Rozaliyani, Rudyanto Sedono, Anwar Jusuf, Cleopas M. Rumende, Wahju Aniwidyaningsih, Erlina Burhan, Prasenohadi, Diah Handayani, Evy Yunihastuti, Forman E. Siagian, Achmad M. Jayusman, Adria Rusli, Saleha Sungkar, Joedo Prihartono, Ferry Hagen, Jacques F. Meis and Retno Wahyuningsih
Saudi Medical Journal February 2019, 40 (2) 140-146; DOI: https://doi.org/10.15537/smj.2019.2.22940
Anna Rozaliyani
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDRudyanto Sedono
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MDAnwar Jusuf
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDCleopas M. Rumende
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDWahju Aniwidyaningsih
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDErlina Burhan
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhD Prasenohadi
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDDiah Handayani
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MDEvy Yunihastuti
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDForman E. Siagian
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDAchmad M. Jayusman
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MDAdria Rusli
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MDSaleha Sungkar
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MDJoedo Prihartono
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MDFerry Hagen
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
PhDJacques F. Meis
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhDRetno Wahyuningsih
From the Department of Parasitology (Rozaliyani, Sungkar, Wahyuningsih); from the Department of Community Medicine (Prihartono), Faculty of Medicine, University of Indonesia; from the Department of Anesthesiology (Sedono); from the Department of Internal Medicine (Rumende, Yunihastuti), Faculty of Medicine, Universitas Indonesia-Cipto Mangunkusumo Hospital; from the Department of Pulmonology and Respiratory Medicine (Rozaliyani, Jusuf, Aniwidyaningsih, Burhan, Prasenohadi, Handayani), Faculty of Medicine, Universitas Indonesia-Persahabatan Hospital; from the Department of Parasitology (Siagian, Wahyuningsih), Faculty of Medicine, Universitas Kristen Indonesia; from the Division of Pulmonology (Jayusman), Dharmais Hospital; from the Division of Pulmonology (Rusli), Soelianti Saroso Hospital, Jakarta, Indonesia; from the Department of Medical Microbiology and Infectious Diseases (Hagen), Canisius-Wilhelmina Hospital; from the Centre of Expertise in Mycology Radboudumc UMC/CWZ (Meis), Nijmegen; and from the Department of Medical Mycology (Hagen, Meis), Westerdijk Fungal Biodiversity Institute, Utrecht, The Netherlands
MD, PhD
Article Figures & Data
Figures
- Figure 1
Sensitivity and specificity curves. Sensitivity and specificity curves were used to determine the optimal cut-off value. There were 2 alternative points of intersection: a score of 2 (sensitivity 77.4%, specificity 48.4%) and a score of 3 (48.4% sensitivity, 82.3% specificity).
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In this issue
A novel diagnosis scoring model to predict invasive pulmonary aspergillosis in the intensive care unit
Anna Rozaliyani, Rudyanto Sedono, Anwar Jusuf, Cleopas M. Rumende, Wahju Aniwidyaningsih, Erlina Burhan, Prasenohadi, Diah Handayani, Evy Yunihastuti, Forman E. Siagian, Achmad M. Jayusman, Adria Rusli, Saleha Sungkar, Joedo Prihartono, Ferry Hagen, Jacques F. Meis, Retno Wahyuningsih
Saudi Medical Journal Feb 2019, 40 (2) 140-146; DOI: 10.15537/smj.2019.2.22940
A novel diagnosis scoring model to predict invasive pulmonary aspergillosis in the intensive care unit
Anna Rozaliyani, Rudyanto Sedono, Anwar Jusuf, Cleopas M. Rumende, Wahju Aniwidyaningsih, Erlina Burhan, Prasenohadi, Diah Handayani, Evy Yunihastuti, Forman E. Siagian, Achmad M. Jayusman, Adria Rusli, Saleha Sungkar, Joedo Prihartono, Ferry Hagen, Jacques F. Meis, Retno Wahyuningsih
Saudi Medical Journal Feb 2019, 40 (2) 140-146; DOI: 10.15537/smj.2019.2.22940
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