Multicentre retrospective observational study for development and validation of MAC prognostic score model

The global incidence and mortality rates of Mycobacterium avium-intracellulare complex pulmonary disease (MAC-PD) are increasing. We conducted a multicentre retrospective cohort study across 18 hospitals to develop a scoring system for predicting respiratory infection-related mortality in patients with MAC-PD. A total of 1,165 patients newly diagnosed with MAC-PD between 2010 and 2017 were enrolled and randomly allocated to a 4:1 ratio to derivation (n = 932) and validation (n = 233) groups. Among them, 656 patients (56.3%) received MAC-PD treatment within 5 years. During the observation period, all-cause mortality occurred in 183 patients (15.7%), and respiratory infection-related mortality occurred in 67 patients (5.8%). To identify the risk factors for respiratory infection-related mortality, Cox proportional hazards analysis was conducted in the derivation group, which informed the development and validation of the prognostic scoring model. Five independent risk factors were identified: age ≥ 65 years, male sex, interstitial pneumonia, albumin < 3.5 g/dL, and cavitary lesions. A prognostic score was developed by assigning 2 points to albumin < 3.5 g/dL and 1 point to each of the other factors. The score demonstrated good predictive performance, with areas under the receiver operating characteristic curves of 0.86 and 0.81 in the derivation and validation groups, respectively. Patients with scores ≥ 3 had significantly poorer prognoses than those with scores ≤ 2. The strength of this study lies in its multicentre validation and focus on respiratory infection-related mortality, providing a clinically useful risk stratification tool for MAC-PD.

Authors

Institutions

Publication Details

Journal
Scientific Reports
Published
2025-08-05
DOI
https://doi.org/10.1038/s41598-025-14348-7
Primary Topic
Mycobacterium research and diagnosis
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Multicentre retrospective observational study for development and validation of MAC prognostic score model

Katsunori Yanagihara, Satoshi Irifune, Eisuke Sasaki, Takahiro Takazono et al.
Scientific Reports
Mycobacterium research and diagnosis
article

Multicentre retrospective observational study for development and validation of MAC prognostic score model

Katsunori Yanagihara, Satoshi Irifune, Eisuke Sasaki, Takahiro Takazono, Tomo Mihara, Tsutomu Kobayashi, Shotaro Ide, Kazuhiro Yatera, Minako Hanaka, Yusei Tsukamoto, Taiga Miyazaki, Takayuki Suyama, Koichi Izumikawa, Hiroshi Mukae, Naoki Iwanaga, Kiyoyasu Fukushima, Kosaku Komiya, Akitsugu Furumoto, Toyomitsu Sawai, Yasuhito Higashiyama, Naoki Hosogaya, Kazuaki Takeda, Akira Kondo, Kohji Hashiguchi, Yuichi Fukuda, Toshihiko Ii, Masataka Yoshida
article en

Abstract

The global incidence and mortality rates of Mycobacterium avium-intracellulare complex pulmonary disease (MAC-PD) are increasing. We conducted a multicentre retrospective cohort study across 18 hospitals to develop a scoring system for predicting respiratory infection-related mortality in patients with MAC-PD. A total of 1,165 patients newly diagnosed with MAC-PD between 2010 and 2017 were enrolled and randomly allocated to a 4:1 ratio to derivation (n = 932) and validation (n = 233) groups. Among them, 656 patients (56.3%) received MAC-PD treatment within 5 years. During the observation period, all-cause mortality occurred in 183 patients (15.7%), and respiratory infection-related mortality occurred in 67 patients (5.8%). To identify the risk factors for respiratory infection-related mortality, Cox proportional hazards analysis was conducted in the derivation group, which informed the development and validation of the prognostic scoring model. Five independent risk factors were identified: age ≥ 65 years, male sex, interstitial pneumonia, albumin < 3.5 g/dL, and cavitary lesions. A prognostic score was developed by assigning 2 points to albumin < 3.5 g/dL and 1 point to each of the other factors. The score demonstrated good predictive performance, with areas under the receiver operating characteristic curves of 0.86 and 0.81 in the derivation and validation groups, respectively. Patients with scores ≥ 3 had significantly poorer prognoses than those with scores ≤ 2. The strength of this study lies in its multicentre validation and focus on respiratory infection-related mortality, providing a clinically useful risk stratification tool for MAC-PD.

Scientific ReportsVol. 15(1)
University of Miyazaki (JP), University of Nagasaki (JP), University of Occupational and Environmental Health Japan (JP), Oita University (JP), Japanese Red Cross Society, Japan (JP), Nagasaki Prefectural Shimabara High School (JP), Nagasaki Municipal Hospital (JP), Sasebo City General Hospital (JP), Nagasaki Ajisai Hospital (JP), Nagasaki Medical Center (JP), Nishikawa Hospital (JP), Japan Community Healthcare Organization (JP), Hokushin General Hospital (JP), University of Miyazaki Hospital (JP), National Hospital Organization Miyazaki Higashi Hospital (JP), Ureshino Medical Center (JP), Aso Iizuka Hospital (JP), Nagasaki University Hospital (JP), Nagasaki University (JP)
Openalex Percentile: Top 73%
Mycobacterium research and diagnosis
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.