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"Abtin, Fereidoun"
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Predictors of lung function decline in scleroderma-related interstitial lung disease based on high-resolution computed tomography: implications for cohort enrichment in systemic sclerosis–associated interstitial lung disease trials
2015
Background
The extent of lung involvement visualized by high-resolution computed tomography (HRCT) is a predictor of decline in forced vital capacity (FVC) in scleroderma–interstitial lung disease. Our objective was to evaluate the performance of three different HRCT-defined staging systems in the Scleroderma Lung Study I (SLS I) over a 1-year period.
Methods
We assessed two visual semiquantitative scores: the maximum fibrosis score (MaxFib, the fibrosis score in the zone of maximal lung involvement) and visual assessment of total lung involvement (TLI) as proposed by Goh and Wells. In addition, we evaluated the computer-aided diagnosis and calculated the quantitative percentage with fibrosis (QLF) and TLI.
Results
The mean duration of the disease was 3.2 years, and the mean FVC was 67.7 %. Regardless of the staging system used, a greater degree of fibrosis/TLI on HRCT scans was associated with a greater decline in FVC in the placebo group. Using the MaxFib and QLF, the mean absolute changes in FVC from baseline were 0.1 % and −1.4 %, respectively, in <25 % lung involvement vs. a change of −6.2 % and −6.9 %, respectively, with >25 % involvement (negative score denotes worsening in FVC). Conversely, cyclophosphamide was able to stabilize decline in FVC in subjects with greater degree of involvement detected by HRCT. Using the visual MaxFib and QLF, the mean absolute improvements in FVC were 1.2 and 1.1, respectively, with >25 % involvement.
Conclusions
HRCT-defined lung involvement was a predictor of decline in FVC in SLS I. The choice of staging system for cohort enrichment in a clinical trial depends on feasibility.
Trial registration
ClinicalTrials.gov identifier:
NCT00004563
(Scleroderma Lung Study I)
ISRCTN15982171. Registered 19 Aug 2015.
Journal Article
In Situ Pulmonary Artery Thrombosis and Low Flow Stasis Artifact in Parenchymal Lung Disease: An Under‐Recognized Phenomenon
2025
Pulmonary emboli (PE) are a common clinical problem seen when a peripheral deep vein thrombosis (DVT) migrates to the pulmonary arteries. However, emerging literature suggests that not all filling defects in the pulmonary arteries are the result of embolism, and that in situ pulmonary arterial thrombus (ISPAT) or low‐flow stasis artifact (LFSA) within the pulmonary arteries can mimic acute PE. The proposed mechanism for ISPAT is chronic stasis due to abnormal perfusion in areas of parenchymal lung disease leading to in situ thrombosis. Similarly, LFSA occurs when stasis leads to persistent visualization of intravenous contrast which is then mistaken for thrombus. The clinical scenarios in which ISPAT and LFSA develop are not yet fully defined. We report here a series of patients with parenchymal lung disease leading to ventilation–perfusion mismatch who likely had ISPAT or LFSA and not acute PE. Our aim is to further define parenchymal lung disease as a subgroup of patients who are at high risk for ISPAT. Cases initially diagnosed as acute PE leading to activation of the UCLA pulmonary embolism response team (PERT) were reviewed. Inclusion criteria were all cases of PE that led to PERT activation. Inclusion criteria included absence of DVT, previously diagnosed pulmonary disease, and presence of thrombus only in areas of abnormal parenchyma. Cases were reviewed with radiology to identify cases in which ISPAT was the likely diagnosis, and five representative cases were selected to be discussed. These cases were then analyzed qualitatively for commonalities which are described below. The five representative cases described represent patients with known chronic lung disease who were diagnosed and initially managed as acute PE but, on review, met criteria for either ISPAT or stasis artifact. These cases, which were all rediagnosed as ISPAT or LFSA, were all seen in the absence of DVT, with thrombus specifically located in areas of significant parenchymal lung disease with suspected decrease in ventilation and perfusion in these areas. ISPAT or LFSA have been described in the literature, though its presence specifically in parenchymal lung disease has yet to be described. The authors recommend considering this diagnosis in patient's diagnosed with acute PE when the following are present: significant parenchymal lung disease, absence of DVT, absence of thrombus in the areas of the lung relatively spared of parenchymal lung disease, and suspected baseline decrease in both ventilation and perfusion to the affected areas of the lung. As this phenomenon may be physiologically beneficial, the authors suggest that not all cases of ISPAT or LFSA need anticoagulation, and that treatment should be considered on a case‐by‐case basis.
Journal Article
Treatment of Post-Ablation Bronchopleural Fistula Using Percutaneous Synthetic Hydrogel Surgical Sealant: Initial Experience of Safety and Efficacy
2021
Purpose Bronchopleural fistula is a rare but serious complication of lung ablation, as it is difficult to treat and is associated with a high mortality rate. Standard therapy often relies on surgical pleurodesis, which can be particularly problematic in patients with poor baseline lung function. A minimally invasive treatment option for bronchopleural fistula may offer an alternative to surgery for appropriate patients. This case series describes the technique, safety and efficacy of percutaneously administered synthetic hydrogel surgical sealant in the treatment of post-ablation bronchopleural fistula in five patients. Materials and methods Retrospective chart review was carried out in five consecutive patients identified to have had BPF after lung ablation between 2009 and 2017 who were treated with percutaneous administration of synthetic hydrogel surgical sealant using CT guidance. Results The procedure was successfully carried out in all patients without immediate complications, and complete resolution of air leak was achieved in four of five patients (80%). Up to the most recent follow-up, no evidence of delayed complications or recurrent air leak was present (follow-up range 1 week–8 years). Conclusion The authors’ initial experience shows that targeted surgical sealant is a potentially safe and effective alternative treatment of post-ablation persistent air leak.
Journal Article
Spatial resolution enhancement using deep learning improves chest disease diagnosis based on thick slice CT
2024
CT is crucial for diagnosing chest diseases, with image quality affected by spatial resolution. Thick-slice CT remains prevalent in practice due to cost considerations, yet its coarse spatial resolution may hinder accurate diagnoses. Our multicenter study develops a deep learning synthetic model with Convolutional-Transformer hybrid encoder-decoder architecture for generating thin-slice CT from thick-slice CT on a single center (1576 participants) and access the synthetic CT on three cross-regional centers (1228 participants). The qualitative image quality of synthetic and real thin-slice CT is comparable (
p
= 0.16). Four radiologists’ accuracy in diagnosing community-acquired pneumonia using synthetic thin-slice CT surpasses thick-slice CT (
p
< 0.05), and matches real thin-slice CT (
p
> 0.99). For lung nodule detection, sensitivity with thin-slice CT outperforms thick-slice CT (
p
< 0.001) and comparable to real thin-slice CT (
p
> 0.05). These findings indicate the potential of our model to generate high-quality synthetic thin-slice CT as a practical alternative when real thin-slice CT is preferred but unavailable.
Journal Article
Outcomes with multi-disciplinary management of central lung tumors with CT-guided percutaneous high dose rate brachyablation
by
Abtin, Fereidoun
,
Moghanaki, Drew
,
Drakaki, Alexandra
in
Ablation
,
Adverse events
,
Biomedical and Life Sciences
2021
Background
Centrally located lung tumors present treatment challenges given their proximity to mediastinal structures including the central airway, esophagus, major vessels, and heart. Therapeutic options can be limited for medically inoperable patients, particularly if they have received previous thoracic radiotherapy. High dose rate (HDR) brachyablation was developed to improve the therapeutic ratio for patients with central lung tumors. The purpose of this study is to report initial safety and efficacy outcomes with this treatment for central lung malignancies.
Methods
From September 2015 to August 2019, a total of 25 patients with 37 pulmonary tumors were treated with percutaneous HDR brachyablation. Treatment was delivered by a multi-disciplinary team of interventional radiologists, pulmonologists, and radiation oncologists. Twenty-three patients received a median dose of 21.5 Gy (range 15–27.5) in a single fraction, whereas two patients received median dose of 24.75 Gy (range 24–25.5) over 2–3 fractions. Tumor local control (LC) was evaluated by Response Evaluation Criteria in Solid Tumors v1.1. Treatment-related toxicities were graded by Common Terminology Criteria for Adverse Events v5.0, with adverse events less than 90 days defined as acute, and those occurring later were defined as late. LC, progression-free survival (PFS), and overall survival (OS) rates were estimated by the Kaplan–Meier method.
Results
Of 37 treated tumors, 88% were metastatic. Tumor location was central and ultra-central in 24.3% and 54.1%, respectively. Average tumor volume was 11.6 cm
3
(SD 12.4, range 0.57–62.8). Median follow-up was 19 months (range 3–48). Two–year LC, PFS, and OS were 96.2%, 29.7%, and 65.5%, respectively. Thirteen of 39 (33.3%) catheter implantation procedures were associated with trace minor pneumothorax requiring no intervention, 1 (2.5%) procedure with minor radiographic pulmonary hemorrhage, and 4 (10.3%) with major pneumothorax requiring chest tube insertions. All procedural complications resolved within 24 h from treatment. Acute grade 1–2 toxicity was identified in 4 patients, whereas none developed late toxicity beyond 90 days of follow-up.
Conclusion
Percutaneous HDR brachyablation is a safe and promising treatment option for centrally located primary and metastatic lung tumors. Future comparisons with stereotactic body radiotherapy and other ablative techniques are warranted to expand multi-disciplinary management options.
Journal Article
Quantitative Computed Tomography Lung COVID Scores with Laboratory Markers: Utilization to Predict Rapid Progression and Monitor Longitudinal Changes in Patients with Coronavirus 2019 (COVID-19) Pneumonia
by
McNitt-Gray, Michael F.
,
Kang, Da Hyun
,
Abtin, Fereidoun
in
Bacterial pneumonia
,
Computed tomography
,
coronavirus disease 2019 (COVID-19)
2024
Coronavirus disease 2019 (COVID-19), is an ongoing issue in certain populations, presenting rapidly worsening pneumonia and persistent symptoms. This study aimed to test the predictability of rapid progression using radiographic scores and laboratory markers and present longitudinal changes. This retrospective study included 218 COVID-19 pneumonia patients admitted at the Chungnam National University Hospital. Rapid progression was defined as respiratory failure requiring mechanical ventilation within one week of hospitalization. Quantitative COVID (QCOVID) scores were derived from high-resolution computed tomography (CT) analyses: (1) ground glass opacity (QGGO), (2) mixed diseases (QMD), and (3) consolidation (QCON), and the sum, quantitative total lung diseases (QTLD). Laboratory data, including inflammatory markers, were obtained from electronic medical records. Rapid progression was observed in 9.6% of patients. All QCOVID scores predicted rapid progression, with QMD showing the best predictability (AUC = 0.813). In multivariate analyses, the QMD score and interleukin(IL)-6 level were important predictors for rapid progression (AUC = 0.864). With >2 months follow-up CT, remained lung lesions were observed in 21 subjects, even after several weeks of negative reverse transcription polymerase chain reaction test. AI-driven quantitative CT scores in conjugation with laboratory markers can be useful in predicting the rapid progression and monitoring of COVID-19.
Journal Article
Postmortem CT in decedents with SARS-CoV-2 infection. A single institution experience
2022
Coronavirus disease 2019 (COVID-19) caused by SARS-CoV-2 produced a global pandemic with significant mortality. As autopsies are not routinely performed on all decedents with SARS-CoV-2 infection, postmortem CT (PMCT) may be valuable to provide additional information on the cause of death and risk factors known to be associated with an increased mortality in COVID-19. The purpose of this manuscript is to review the PMCT findings in a series of 42 decedents with SARS-CoV-2 infection from our institution. Retrospective analysis of 42 decedents who had a positive postmortem nasopharyngeal swab for SARS-CoV-2 and had a PMCT were included in this study. Images were reviewed for pulmonary findings seen in COVID-19 and other organ involvement. Of the 42 decedents, although the majority had imaging findings in the lungs that would be consistent with COVID-19 and acute respiratory distress syndrome, in 14% of the decedents the SARS-CoV-2 infection was likely coincidental and the PMCT findings suggested that they died from other pathology. Over half of the decedents that died from COVID-19 had PMCT findings of vascular disease. PMCT is useful to identify pulmonary and extra pulmonary findings in decedents with SARS-CoV-2 infection that can provide additional information, which may be useful for the forensic pathologist to help determine the underlying cause of death.
Supplemental data for this article are available online at
Journal Article
Emphysema lung lobe volume reduction: effects on the ipsilateral and contralateral lobes
by
McNitt-Gray, Michael F.
,
Strange, Charlie
,
Da Costa, Irene G.
in
Aged
,
Aged, 80 and over
,
Bronchoscopy
2012
Objectives
To investigate volumetric and density changes in the ipsilateral and contralateral lobes following volume reduction of an emphysematous target lobe.
Methods
The study included 289 subjects with heterogeneous emphysema, who underwent bronchoscopic volume reduction of the most diseased lobe with endobronchial valves and 132 untreated controls. Lobar volume and low-attenuation relative area (RA) changes post-procedure were measured from computed tomography images. Regression analysis (Spearman’s rho) was performed to test the association between change in the target lobe volume and changes in volume and density variables in the other lobes.
Results
The target lobe volume at full inspiration in the treatment group had a mean reduction of −0.45 L (SE = 0.034,
P
< 0.0001), and was associated with volume increases in the ipsilateral lobe (rho = −0.68,
P
< 0.0001) and contralateral lung (rho = −0.16,
P
= 0.006), and overall reductions in expiratory RA (rho = 0.31,
P
< 0.0001) and residual volume (RV)/total lung capacity (TLC) (rho = 0.13,
P
= 0.03).
Conclusions
When the volume of an emphysematous target lobe is reduced, the volume is redistributed primarily to the ipsilateral lobe, with an overall reduction. Image-based changes in lobar volumes and densities indicate that target lobe volume reduction is associated with statistically significant overall reductions in air trapping, consistent with expansion of the healthier lung.
Key Points
•
Computed tomography allows assessment of the treatment of emphysema with endobronchial valves
.
•
Endobronchial valves can reduce the volume of an emphysematous lung lobe
.
•
Compensatory expansion is greater in ipsilateral lobes than in the contralateral lung
.
• Reduced air trapping is measurable by RV/TLC and smaller low attenuation area
.
Journal Article
Salvage percutaneous high-dose-rate brachyablation after stereotactic body radiation therapy for early-stage non-small cell lung cancer
by
Oughourlian, Talia C.
,
Abtin, Fereidoun
,
Hagio, Mary Ann
in
Ablation
,
Cancer therapies
,
Case Report
2024
Patients with primary tumor progression after stereotactic body radiation therapy (SBRT) for stage I non-small cell lung cancer (NSCLC) have a second chance at complete tumor eradication with salvage local therapies, including lung resection, repeat course of SBRT, and percutaneous ablative therapies. In this paper, we presented our institution's initial experience with percutaneous high-dose-rate (HDR) brachyablation for a relapsed stage I NSCLC that had been treated with SBRT 4.3 years earlier. Lung tumor measuring approximately 5 cm in maximum tumor dimension at the time of relapse was histopathologically confirmed to be persistent squamous cell carcinoma, and successfully treated with a single fraction of 24 Gy with HDR brachyablation. Treatment was delivered via two percutaneous catheters inserted under CT-guidance, and treated in less than 20 minutes. The patient was discharged home later the same day without the need for a chest tube, and has been monitored with serial surveillance scans every 3 to 6 months without evidence of further lung cancer progression or complications at 2.8 years post-HDR brachyablation procedure and 7.8 years after initial SBRT.
Journal Article
Predicting Invasiveness in Lepidic Pattern Adenocarcinoma of Lung: Analysis of Visual Semantic and Radiomic Features
by
Johnson, Sean F.
,
Tabatabaei, Seyed Mohammad Hossein
,
Abtin, Fereidoun
in
Adenocarcinoma
,
Adenocarcinoma of Lung - diagnostic imaging
,
Adenocarcinoma of Lung - pathology
2024
Objectives: To differentiate invasive lepidic predominant adenocarcinoma (iLPA) from adenocarcinoma in situ (AIS)/minimally invasive adenocarcinoma (MIA) of lung utilizing visual semantic and computer-aided detection (CAD)-based texture features on subjects initially diagnosed as AIS or MIA with CT-guided biopsy. Materials and Methods: From 2011 to 2017, all patients with CT-guided biopsy results of AIS or MIA who subsequently underwent resection were identified. CT scan before the biopsy was used to assess visual semantic and CAD texture features, totaling 23 semantic and 95 CAD-based quantitative texture variables. The least absolute shrinkage and selection operator (LASSO) method or forward selection was used to select the most predictive feature and combination of semantic and texture features for detection of invasive lung adenocarcinoma. Results: Among the 33 core needle-biopsied patients with AIS/MIA pathology, 24 (72.7%) had invasive LPA and 9 (27.3%) had AIS/MIA on resection. On CT, visual semantic features included 21 (63.6%) part-solid, 5 (15.2%) pure ground glass, and 7 (21.2%) solid nodules. LASSO selected seven variables for the model, but all were not statistically significant. “Volume” was found to be statistically significant when assessing the correlation between independent variables using the backward selection technique. The LASSO selected “tumor_Perc95”, “nodule surround”, “small cyst-like spaces”, and “volume” when assessing the correlation between independent variables. Conclusions: Lung biopsy results showing noninvasive LPA underestimate invasiveness. Although statistically non-significant, some semantic features showed potential for predicting invasiveness, with septal stretching absent in all noninvasive cases, and solid consistency present in a significant portion of invasive cases.
Journal Article