keyword
https://read.qxmd.com/read/37268414/pulmonary-emphysema-subtypes-defined-by-unsupervised-machine-learning-on-ct-scans
#21
JOURNAL ARTICLE
Elsa D Angelini, Jie Yang, Pallavi P Balte, Eric A Hoffman, Ani W Manichaikul, Yifei Sun, Wei Shen, John H M Austin, Norrina B Allen, Eugene R Bleecker, Russell Bowler, Michael H Cho, Christopher S Cooper, David Couper, Mark T Dransfield, Christine Kim Garcia, MeiLan K Han, Nadia N Hansel, Emlyn Hughes, David R Jacobs, Silva Kasela, Joel Daniel Kaufman, John Shinn Kim, Tuuli Lappalainen, Joao Lima, Daniel Malinsky, Fernando J Martinez, Elizabeth C Oelsner, Victor E Ortega, Robert Paine, Wendy Post, Tess D Pottinger, Martin R Prince, Stephen S Rich, Edwin K Silverman, Benjamin M Smith, Andrew J Swift, Karol E Watson, Prescott G Woodruff, Andrew F Laine, R Graham Barr
BACKGROUND: Treatment and preventative advances for chronic obstructive pulmonary disease (COPD) have been slow due, in part, to limited subphenotypes. We tested if unsupervised machine learning on CT images would discover CT emphysema subtypes with distinct characteristics, prognoses and genetic associations. METHODS: New CT emphysema subtypes were identified by unsupervised machine learning on only the texture and location of emphysematous regions on CT scans from 2853 participants in the Subpopulations and Intermediate Outcome Measures in COPD Study (SPIROMICS), a COPD case-control study, followed by data reduction...
November 2023: Thorax
https://read.qxmd.com/read/37264494/quantitative-computed-tomography-analysis-of-the-longitudinal-change-between-centrilobular-and-paraseptal-emphysema-subtypes-a-retrospective-study
#22
JOURNAL ARTICLE
Takafumi Haraguchi, Shin Matsuoka, Kunihiro Yagihashi, Shoichiro Matsushita, Tsuneo Yamashiro, Yasuyuki Kobayashi, Hidefumi Mimura
OBJECTIVE: This study aimed to investigate the difference between the extent of centrilobular emphysema (CLE) and paraseptal emphysema (PSE) on follow-up chest CT scans and their relationship to the cross-sectional area (CSA) of small pulmonary vessels. METHODS: Sixty-two patients (36 CLE and 26 PSE) who underwent 2 chest CT scans were enrolled in this study. The percentage of low attenuation volume (%LAV) and total CSA of the small pulmonary vessels <5 mm2 (%CSA < 5) were measured at the 2 time points...
June 2, 2023: Journal of Computer Assisted Tomography
https://read.qxmd.com/read/37160347/copd-heterogeneity-and-progression-emphysema-predominant-and-non-emphysema-predominant-disease
#23
JOURNAL ARTICLE
Peter J Castaldi, Zhonghui Xu, Kendra A Young, John E Hokanson, David A Lynch, Stephen M Humphries, James C Ross, Michael H Cho, Craig P Hersh, James D Crapo, Matthew Strand, Edwin K Silverman
While variation in emphysema between COPD patients is well-recognized, clinically applicable definitions of emphysema-predominant (EPD) and non-emphysema-predominant (NEPD) subtypes have not been established. To study the clinical relevance of EPD and NEPD subtypes, we tested the association of these subtypes to prospective FEV1 decline and mortality in 3,427 subjects with GOLD spirometric grade 2-4 COPD at baseline in the COPDGene Study, an ongoing national multicenter study that started in 2007. NEPD was defined as airflow obstruction with <5% computed tomography (CT) quantitative densitometric emphysema at -950 Hounsfield units, and EPD was defined as airflow obstruction with >=10% CT emphysema...
May 9, 2023: American Journal of Epidemiology
https://read.qxmd.com/read/36994842/risk-factors-of-air-embolism-following-computed-tomographyguided-percutaneous-transthoracic-needle-biopsy-a-systematic-review-and-meta-analysis
#24
JOURNAL ARTICLE
Hanfei Zhang, Shan Wang, Feiyang Zhong, Meiyan Liao
PURPOSE: To quantitatively analyze the risk factors for air embolism following computed tomography -guided percutaneous transthoracic needle biopsy (CT-guided PTNB) and qualitatively review their characteristics. METHODS: PubMed, Embase, Web of Science, Wanfang Data, VIP information, and China National Knowledge Infrastructure were searched on January 4, 2021, for studies reporting the occurrence of air embolisms following CT-guided PTNB. After study selection, data extraction, and quality assessment, the characteristics of the included cases were qualitatively and quantitatively analyzed...
December 28, 2022: Diagnostic and Interventional Radiology: Official Journal of the Turkish Society of Radiology
https://read.qxmd.com/read/36736486/stronger-associations-of-centrilobular-than-paraseptal-emphysema-with-longitudinal-changes-in-diffusing-capacity-and-mortality-in-copd
#25
JOURNAL ARTICLE
Yusuke Shiraishi, Naoya Tanabe, Kaoruko Shimizu, Akira Oguma, Hiroshi Shima, Ryo Sakamoto, Hajime Yamazaki, Tsuyoshi Oguma, Atsuyasu Sato, Masaru Suzuki, Hironi Makita, Shigeo Muro, Masaharu Nishimura, Susumu Sato, Satoshi Konno, Toyohiro Hirai
BACKGROUND: The factors associated with longitudinal changes in diffusing capacity remain unclear among patients with COPD. Centrilobular emphysema (CLE) and paraseptal emphysema (PSE) are major emphysema subtypes that may have distinct clinical-physiological impacts in these patients. RESEARCH QUESTION: Are CLE and PSE differently associated with longitudinal changes in diffusing capacity and mortality in patients with COPD? STUDY DESIGN AND METHODS: This pooled analysis included 399 patients with COPD from two prospective observational COPD cohorts...
January 31, 2023: Chest
https://read.qxmd.com/read/36647217/radiologic-subtypes-and-treatment-outcome-of-unclassifiable-type-mycobacterium-avium-complex-pulmonary-disease
#26
JOURNAL ARTICLE
Jang Ho Lee, Yea Eun Park, Yong Pil Chong, Hyun Joo Lee, Tae Sun Shim, Kyung-Wook Jo
BACKGROUND: Although the "unclassifiable type" is categorized as one of the radiologic classifications in Mycobacterium avium complex (MAC) pulmonary disease (PD), there have been few studies of this type thus far. We aimed to investigate the radiologic subtypes and treatment outcome of unclassifiable type MAC-PD. METHODS: Ninety-six patients with unclassifiable type MAC-PD who initiated a macrolide-containing regimen from 2001 to 2020 were identified at a tertiary referral center in South Korea...
January 16, 2023: Journal of Korean Medical Science
https://read.qxmd.com/read/36480517/proteomic-profiling-of-serum-identifies-a-molecular-signature-that-correlates-with-clinical-outcomes-in-copd
#27
JOURNAL ARTICLE
Rania Dagher, Paul Fogel, Jingya Wang, David Soussan, Chia-Chien Chiang, Jennifer Kearley, Daniel Muthas, Camille Taillé, Patrick Berger, Arnaud Bourdin, Cécile Chenivesse, Sylvie Leroy, Gary Anderson, Alison A Humbles, Michel Aubier, Roland Kolbeck, Marina Pretolani
OBJECTIVE: Novel biomarkers related to main clinical hallmarks of Chronic obstructive pulmonary disease (COPD), a heterogeneous disorder with pulmonary and extra-pulmonary manifestations, were investigated by profiling the serum levels of 1305 proteins using Slow Off-rate Modified Aptamers (SOMA)scan technology. METHODS: Serum samples were collected from 241 COPD subjects in the multicenter French Cohort of Bronchial obstruction and Asthma to measure the expression of 1305 proteins using SOMAscan proteomic platform...
2022: PloS One
https://read.qxmd.com/read/36369019/subtyping-preserved-ratio-impaired-spirometry-prism-by-using-quantitative-hrct-imaging-characteristics
#28
JOURNAL ARTICLE
Jinjuan Lu, Haiyan Ge, Lin Qi, Shaojie Zhang, Yuling Yang, Xuemei Huang, Ming Li
BACKGROUND: Preserved Ratio Impaired Spirometry (PRISm) is defined as FEV1/FVC ≥ 70% and FEV1 < 80%pred by pulmonary function test (PFT). It has highly prevalence and is associated with increased respiratory symptoms, systemic inflammation, and mortality. However, there are few radiological studies related to PRISm. The purpose of this study was to investigate the quantitative high-resolution computed tomography (HRCT) characteristics of PRISm and to evaluate the correlation between quantitative HRCT parameters and pulmonary function parameters, with the goal of establishing a nomogram model for predicting PRISm based on quantitative HRCT...
November 11, 2022: Respiratory Research
https://read.qxmd.com/read/36163599/necrotizing-pancreatitis-complicated-by-retroperitoneal-emphysema-two-case-reports
#29
JOURNAL ARTICLE
Kohei Chida, Keinosuke Ishido, Yoshiyuki Sakamoto, Norihisa Kimura, Hajime Morohashi, Takuya Miura, Taiichi Wakiya, Hiroshi Yokoyama, Hayato Nagase, Daichi Ichinohe, Akiko Suto, Daisuke Kuwata, Aika Ichisawa, Akie Nakamura, Daiki Kasai, Kenichi Hakamada
BACKGROUND: Emphysematous pancreatitis is acute pancreatitis associated with emphysema based on imaging studies and has been considered a subtype of necrotizing pancreatitis. Although some recent studies have reported the successful use of conservative treatment, it is still considered a serious condition. Computed tomography (CT) scan is useful in identifying emphysema associated with acute pancreatitis; however, whether the presence of emphysema correlates with the severity of pancreatitis remains controversial...
September 27, 2022: Surgical Case Reports
https://read.qxmd.com/read/36159655/radiographic-phenotypes-affect-the-risk-of-inhaled-corticosteroid-associated-pneumonia-in-patients-with-copd
#30
JOURNAL ARTICLE
Hyo Jin Lee, Kwang Nam Jin, Hyun Woo Lee, Jung-Kyu Lee, Tae Yeon Park, Eun Young Heo, Deog Kyeom Kim
PURPOSE: Few studies have reported the association between the radiographic characteristics and the development of pneumonia in patients with chronic obstructive pulmonary disease (COPD) treated with inhaled corticosteroids (ICSs). Our study aimed to assess the effect of radiographic phenotypes on the risk of pneumonia in patients treated with ICSs. PATIENTS AND METHODS: This study retrospectively analysed all patients with COPD treated with ICSs in a subset of the Korea Chronic Obstructive Pulmonary Disorders Subgroup Study registry between January 2017 and December 2019...
2022: International Journal of Chronic Obstructive Pulmonary Disease
https://read.qxmd.com/read/36136886/mapping-alveolar-oxygen-partial-pressure-in-copd-using-hyperpolarized-helium-3-the-multi-ethnic-study-of-atherosclerosis-mesa-copd-study
#31
JOURNAL ARTICLE
Naz P Taskiran, Grant T Hiura, Xuzhe Zhang, R Graham Barr, Stephen M Dashnaw, Eric A Hoffman, Daniel Malinsky, Elizabeth C Oelsner, Martin R Prince, Benjamin M Smith, Yanping Sun, Yifei Sun, Jim M Wild, Wei Shen, Emlyn W Hughes
Chronic obstructive pulmonary disease (COPD) and emphysema are characterized by functional and structural damage which increases the spaces for gaseous diffusion and impairs oxygen exchange. Here we explore the potential for hyperpolarized (HP) 3 He MRI to characterize lung structure and function in a large-scale population-based study. Participants ( n = 54) from the Multi-Ethnic Study of Atherosclerosis (MESA) COPD Study, a nested case-control study of COPD among participants with 10+ packyears underwent HP 3 He MRI measuring pA O2 , apparent diffusion coefficient (ADC), and ventilation...
September 13, 2022: Tomography: a Journal for Imaging Research
https://read.qxmd.com/read/36070633/long-term-mortality-in-ischemic-stroke-patients-with-concomitant-chronic-obstructive-pulmonary-disease
#32
JOURNAL ARTICLE
Shreya Bavishi, Durgesh Chaudhary, Jiang Li, Sreelatha Naik, Vida Abedi, Ramin Zand
BACKGROUND: Long-term mortality in ischemic stroke patients with concomitant COPD has been largely unexplored. This study aimed to compare long-term all-cause mortality in ischemic stroke patients with and without COPD. METHODS: This was a retrospective cohort study of ischemic stroke patients with and without COPD in the Geisinger Neuroscience Ischemic Stroke database to examine all-cause mortality up to 3 years using Kaplan-Meier estimator and Cox proportional hazards model...
November 2022: Journal of Stroke and Cerebrovascular Diseases: the Official Journal of National Stroke Association
https://read.qxmd.com/read/35999035/clustering-based-copd-subtypes-have-distinct-longitudinal-outcomes-and-multi-omics-biomarkers
#33
JOURNAL ARTICLE
Andrew Gregory, Zhonghui Xu, Katherine Pratte, Sool Lee, Congjian Liu, Robert Chase, Jeong Yun, Aabida Saferali, Craig P Hersh, Russell Bowler, Edwin Silverman, Peter J Castaldi, Adel Boueiz
INTRODUCTION: Chronic obstructive pulmonary disease (COPD) can progress across several domains, complicating the identification of the determinants of disease progression. In our previous work, we applied k-means clustering to spirometric and chest radiological measures to identify four COPD-related subtypes: 'relatively resistant smokers (RRS)', 'mild upper lobe-predominant emphysema (ULE)', 'airway-predominant disease (AD)' and 'severe emphysema (SE)'. In the current study, we examined the associations of these subtypes to longitudinal COPD-related health measures as well as blood transcriptomic and plasma proteomic biomarkers...
August 2022: BMJ Open Respiratory Research
https://read.qxmd.com/read/35822317/phenotype-of-chronic-obstructive-pulmonary-disease-based-on-computed-tomography-defined-underlying-pathology
#34
REVIEW
Won-Dong Kim
Chronic obstructive pulmonary disease (COPD) is a complex and heterogeneous disease. Not all patients with COPD respond to available drugs. Identifying respondents to therapy is critical to delivering the most appropriate treatment and avoiding unnecessary medication. Recognition of individual patients' dominant characteristics by phenotype is a useful tool to better understand their disease and tailor treatment accordingly. To look for a suitable phenotype, it is important to understand what makes COPD complex and heterogeneous...
October 2022: Tuberculosis and Respiratory Diseases
https://read.qxmd.com/read/35769415/the-prevalence-and-physiological-impacts-of-centrilobular-and-paraseptal-emphysema-on-computed-tomography-in-smokers-with-preserved-ratio-impaired-spirometry
#35
JOURNAL ARTICLE
Yusuke Shiraishi, Takafumi Shimada, Naoya Tanabe, Kunihiko Terada, Ryo Sakamoto, Tomoki Maetani, Hiroshi Shima, Fumi Mochizuki, Tsuyoshi Oguma, Kaoruko Shimizu, Susumu Sato, Shigeo Muro, Nobuyuki Hizawa, Motonari Fukui, Hiroaki Iijima, Izuru Masuda, Toyohiro Hirai
Centrilobular emphysema (CLE) and paraseptal emphysema (PSE) are observed in smokers with preserved ratio impaired spirometry (PRISm, defined as the ratio of forced expiratory volume in 1 s (FEV1 ) to forced vital capacity (FVC) ≥0.7 and FEV1 <80%), but their prevalence and physiological impacts remain unestablished. This multicentre study aimed to investigate its prevalence and to test whether emphysema subtypes are differently associated with physiological impairments in smokers with PRISm. Both never- and ever-smokers aged ≥40 years who underwent computed tomography (CT) for lung cancer screening and spirometry were retrospectively and consecutively enrolled at three hospitals and a clinic...
April 2022: ERJ Open Research
https://read.qxmd.com/read/35768196/subtyping-emphysematous-copd-by-respiratory-volume-change-distributions-on-ct
#36
JOURNAL ARTICLE
Hiroshi Shima, Naoya Tanabe, Akira Oguma, Kaoruko Shimizu, Shizuo Kaji, Kunihiko Terada, Tsuyoshi Oguma, Takeshi Kubo, Masaru Suzuki, Hironi Makita, Atsuyasu Sato, Masaharu Nishimura, Susumu Sato, Satoshi Konno, Toyohiro Hirai
BACKGROUND: There is considerable heterogeneity among patients with emphysematous chronic obstructive pulmonary disease (COPD). We hypothesised that in addition to emphysema severity, ventilation distribution in emphysematous regions would be associated with clinical-physiological impairments in these patients. OBJECTIVE: To evaluate whether the discordance between respiratory volume change distributions (from expiration to inspiration) in emphysematous and non-emphysematous regions affects COPD outcomes using two cohorts...
June 29, 2022: Thorax
https://read.qxmd.com/read/35678862/association-between-visual-emphysema-and-lung-nodules-on-low-dose-ct-scan-in-a-chinese-lung-cancer-screening-program-nelcin-b3
#37
JOURNAL ARTICLE
Xiaofei Yang, Monique D Dorrius, Wenzhen Jiang, Zhenhui Nie, Rozemarijn Vliegenthart, Harry J M Groen, Marjolein A Heuvelmans, Grigory Sidorenkov, Marleen Vonder, Zhaoxiang Ye, Geertruida H de Bock
OBJECTIVES: This study aimed to evaluate the association between visual emphysema and the presence of lung nodules, and Lung-RADS category with low-dose CT (LDCT). METHODS: Baseline LDCT scans of 1162 participants from a lung cancer screening study (Nelcin-B3) performed in a Chinese general population were included. The presence, subtypes, and severity of emphysema (at least trace) were visually assessed by one radiologist. The presence, size, and classification of non-calcified lung nodules (≥ 30 mm3 ) and Lung-RADS category were independently assessed by another two radiologists...
June 9, 2022: European Radiology
https://read.qxmd.com/read/35503012/association-between-chest-ct-defined-emphysema-and-lung-cancer-a-systematic-review-and-meta-analysis
#38
JOURNAL ARTICLE
Xiaofei Yang, Hendrik Joost Wisselink, Rozemarijn Vliegenthart, Marjolein A Heuvelmans, Harry J M Groen, Marleen Vonder, Monique D Dorrius, Geertruida H de Bock
Background Given the different methods of assessing emphysema, controversy exists as to whether it is associated with lung cancer. Purpose To perform a systematic review and meta-analysis of the association between chest CT-defined emphysema and the presence of lung cancer. Materials and Methods The PubMed, Embase, and Cochrane databases were searched up to July 15, 2021, to identify studies on the association between emphysema assessed visually or quantitatively with CT and lung cancer. Associations were determined by emphysema severity (trace, mild, or moderate to severe, assessed visually and quantitatively) and subtype (centrilobular and paraseptal, assessed visually)...
August 2022: Radiology
https://read.qxmd.com/read/35098682/accurate-prediction-of-epidermal-growth-factor-receptor-mutation-status-in-early-stage-lung-adenocarcinoma-using-radiomics-and-clinical-features
#39
JOURNAL ARTICLE
Huiyuan Zhu, Yueqiang Song, Zike Huang, Lian Zhang, Yanqing Chen, Guangyu Tao, Yunlang She, Xiwen Sun, Hong Yu
OBJECTIVES: To develop a nomogram based on CT radiomics and clinical features to predict the epidermal growth factor receptor (EGFR) mutations in early-stage lung adenocarcinomas. METHODS: A retrospective analysis of postoperative patients with pathologically confirmed lung adenocarcinoma, which had been tested for EGFR mutations was performed from January 2015 to December 2015. Patients were randomly assigned to training and validation cohorts. A total of 1,078 radiomics features were extracted...
January 30, 2022: Asia-Pacific Journal of Clinical Oncology
https://read.qxmd.com/read/35073932/plasma-srage-levels-strongly-associate-with-centrilobular-emphysema-assessed-by-hrct-scans
#40
JOURNAL ARTICLE
Frank Klont, Peter Horvatovich, Russell P Bowler, Eva van Rikxoort, Jean-Paul Charbonnier, Marcel Kwiatkowski, David A Lynch, Stephen Humphries, Rainer Bischoff, Nick H T Ten Hacken, Simon D Pouwels
BACKGROUND: There is a strong need for biomarkers to better characterize individuals with COPD and to take into account the heterogeneity of COPD. The blood protein sRAGE has been put forward as promising biomarker for COPD in general and emphysema in particular. Here, we measured plasma sRAGE levels using quantitative LC-MS and assessed whether the plasma sRAGE levels associate with (changes in) lung function, radiological emphysema parameters, and radiological subtypes of emphysema...
January 24, 2022: Respiratory Research
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