Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis
Abstract Background Bronchoalveolar lavage (BAL) is one of the fundamental examinations for the differential diagnosis of interstitial lung diseases (ILDs), and lymphocytosis strongly indicates alternative diagnoses rather than idiopathic pulmonary fibrosis. However, the BALF lymphocytosis is observ...
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doaj-b3f47b7eaa874f068f59328513990f452021-07-04T11:32:49ZengBMCOrphanet Journal of Rare Diseases1750-11722021-07-0116111210.1186/s13023-021-01926-xQuantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosisYasushi Horimasu0Kakuhiro Yamaguchi1Shinjiro Sakamoto2Takeshi Masuda3Shintaro Miyamoto4Taku Nakashima5Hiroshi Iwamoto6Kazunori Fujitaka7Hironobu Hamada8Noboru Hattori9Department of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalDepartment of Respiratory Medicine, Hiroshima University HospitalAbstract Background Bronchoalveolar lavage (BAL) is one of the fundamental examinations for the differential diagnosis of interstitial lung diseases (ILDs), and lymphocytosis strongly indicates alternative diagnoses rather than idiopathic pulmonary fibrosis. However, the BALF lymphocytosis is observed in several ILDs. We considered that quantitative evaluation of the BALF lymphocyte nuclear morphology would be useful in the differential diagnosis of ILDs with increased BALF lymphocyte fraction. Results One hundred and twenty-one patients with ILDs having increased BALF lymphocyte fraction were recruited (68 in the development cohort and 53 in the validation cohort). In the development cohort, BALF lymphocyte nuclei in sarcoidosis patients showed significantly smaller areas, shorter perimeters, lower radius ratios, and increased roundness than those of other ILD patients (p < 0.001 for each). Next, the fractions of lymphocytes with small areas, short perimeters, low radius ratios, and increased roundness, which were determined based on receiver operating characteristic (ROC) analyses-based thresholds, were demonstrated to be higher in sarcoidosis patients than in the other ILD patients (p < 0.001 for each). Furthermore, when we combined size-representing parameters with shape-representing parameters, the fraction of lymphocytes with small and round nuclei showed approximately 0.90 of area under the ROC curve in discriminating sarcoidosis both in the development cohort and the validation cohort. Conclusion This study is the first to demonstrate the usefulness of quantitative parameters of BALF lymphocyte nuclear morphology as novel biomarkers for sarcoidosis.https://doi.org/10.1186/s13023-021-01926-xInterstitial lung diseaseLymphocytosisNuclear areaNuclear perimeterRadius ratioRoundness |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yasushi Horimasu Kakuhiro Yamaguchi Shinjiro Sakamoto Takeshi Masuda Shintaro Miyamoto Taku Nakashima Hiroshi Iwamoto Kazunori Fujitaka Hironobu Hamada Noboru Hattori |
spellingShingle |
Yasushi Horimasu Kakuhiro Yamaguchi Shinjiro Sakamoto Takeshi Masuda Shintaro Miyamoto Taku Nakashima Hiroshi Iwamoto Kazunori Fujitaka Hironobu Hamada Noboru Hattori Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis Orphanet Journal of Rare Diseases Interstitial lung disease Lymphocytosis Nuclear area Nuclear perimeter Radius ratio Roundness |
author_facet |
Yasushi Horimasu Kakuhiro Yamaguchi Shinjiro Sakamoto Takeshi Masuda Shintaro Miyamoto Taku Nakashima Hiroshi Iwamoto Kazunori Fujitaka Hironobu Hamada Noboru Hattori |
author_sort |
Yasushi Horimasu |
title |
Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis |
title_short |
Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis |
title_full |
Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis |
title_fullStr |
Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis |
title_full_unstemmed |
Quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis |
title_sort |
quantitative parameters of lymphocyte nuclear morphology in bronchoalveolar lavage fluid as novel biomarkers for sarcoidosis |
publisher |
BMC |
series |
Orphanet Journal of Rare Diseases |
issn |
1750-1172 |
publishDate |
2021-07-01 |
description |
Abstract Background Bronchoalveolar lavage (BAL) is one of the fundamental examinations for the differential diagnosis of interstitial lung diseases (ILDs), and lymphocytosis strongly indicates alternative diagnoses rather than idiopathic pulmonary fibrosis. However, the BALF lymphocytosis is observed in several ILDs. We considered that quantitative evaluation of the BALF lymphocyte nuclear morphology would be useful in the differential diagnosis of ILDs with increased BALF lymphocyte fraction. Results One hundred and twenty-one patients with ILDs having increased BALF lymphocyte fraction were recruited (68 in the development cohort and 53 in the validation cohort). In the development cohort, BALF lymphocyte nuclei in sarcoidosis patients showed significantly smaller areas, shorter perimeters, lower radius ratios, and increased roundness than those of other ILD patients (p < 0.001 for each). Next, the fractions of lymphocytes with small areas, short perimeters, low radius ratios, and increased roundness, which were determined based on receiver operating characteristic (ROC) analyses-based thresholds, were demonstrated to be higher in sarcoidosis patients than in the other ILD patients (p < 0.001 for each). Furthermore, when we combined size-representing parameters with shape-representing parameters, the fraction of lymphocytes with small and round nuclei showed approximately 0.90 of area under the ROC curve in discriminating sarcoidosis both in the development cohort and the validation cohort. Conclusion This study is the first to demonstrate the usefulness of quantitative parameters of BALF lymphocyte nuclear morphology as novel biomarkers for sarcoidosis. |
topic |
Interstitial lung disease Lymphocytosis Nuclear area Nuclear perimeter Radius ratio Roundness |
url |
https://doi.org/10.1186/s13023-021-01926-x |
work_keys_str_mv |
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