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1.
Radiol Case Rep ; 19(12): 6246-6249, 2024 Dec.
Article in English | MEDLINE | ID: mdl-39387039

ABSTRACT

Thymoma, a rare tumor originating from thymic epithelial cells in the anterior mediastinum, presents various diagnostic and clinical challenges, particularly when exhibiting unusual invasive behaviors. We report a case involving a 66-year-old woman with progressive dyspnea and a dry cough, where a CT scan revealed a large, lobulated mass in the anterior mediastinum that had extended through the diaphragm into the abdominal cavity, infiltrating the pleura, spleen, and adjacent structures. Histopathological examination confirmed a type B2 thymoma, classified as T3N2M0 stage IV B. The case underscores the importance of early and accurate diagnosis, highlighting the need for a multidisciplinary approach involving radiologists, oncologists, and thoracic surgeons to manage such advanced thymoma cases. The unusual transdiaphragmatic extension into the peritoneum and spleen emphasizes the necessity of considering extensive local invasion in the staging and treatment planning of thymomas, which often necessitates a combination of chemotherapy and radiotherapy before potential surgical intervention.

2.
Acta Radiol Open ; 13(10): 20584601241288509, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39380892

ABSTRACT

Background: There are few CT-based deep learning (DL) studies on thymoma according to the World Health Organization classification. Purpose: To develop a CT-based DL model to distinguish between low-risk and high-risk thymoma and to compare the diagnostic performance of radiologists with and without the DL model. Material and Methods: 159 patients with 160 thymomas were included. A fine-tuning VGG16 network model with Adam optimizer was used, followed by k-fold cross validation. The dataset consisted of three axial slices, including the maximum tumor size from the CT volume data. The data were augmented 50 times by rotation, zoom, shear, and horizontal/vertical flip. Three independent networks for the CT dataset were considered, and the result was determined by voting. Three radiologists independently diagnosed thymomas with and without the model. The area under the curve (AUC) of the diagnostic performance was compared using receiver operating characteristic analysis. Results: Accuracy of the DL model was 71.3%. Diagnostic performance of the radiologists was as follows: AUC and accuracy without the DL model, 0.61-0.68 and 61.9%-69.3%; and with the DL model, 0.66-0.69 and 68.1%-70.0%, respectively. AUC of the diagnostic performance showed no significant differences between radiologists with and without the DL model. The DL model tended to increase the diagnostic accuracy, but AUC was not significantly improved. Conclusion: Diagnostic performance of the DL was comparable to that of radiologists. The DL model assistance tended to increase diagnostic accuracy.

3.
J Pediatr Surg ; : 161922, 2024 Sep 14.
Article in English | MEDLINE | ID: mdl-39384489

ABSTRACT

PURPOSE: Mediastinal position varies in neonates with congenital diaphragmatic hernia (CDH), reflecting contralateral shift due to mass effect. We aimed to create and validate a postnatal measurement of mediastinal positioning using chest radiographs in neonates with CDH who require extracorporeal membrane oxygenation. METHODS: Chart review identified neonates with CDH who required veno-arterial extracorporeal membrane oxygenation between 2017 and 2022. Mediastinal shift index (MSI) is the ratio of the distance between the venous cannula tip and the contralateral chest wall divided by the total width of the contralateral hemithorax. Three raters completed MSI measurements at designated timepoints: after cannulation, post- CDH repair, and immediately before decannulation. Intraclass correlation coefficients (ICC) assessed inter-rater agreement. Initial MSI and observed/expected lung head ratio (O/E LHR) were correlated and compared between survivors and non-survivors. Receiver operative characteristic (ROC) curve analysis evaluated the ability of MSI and O/E LHR to predict survival. RESULTS: 38 neonates were included. MSI demonstrated excellent agreement (ICC>0.98) amongst raters. Initial MSI and O/E LHR had a moderate positive correlation (Spearman correlation = 0.47, p = 0.014). Initial MSI differed significantly between survivors and non-survivors (0.52 vs. 0.33, p = 0.035) as did O/E LHR (0.36 vs. 0.26, p = 0.036). ROC analysis revealed initial MSI >0.35 was predictive of survival with 73% sensitivity and 70% specificity. CONCLUSION: Mediastinal shift index is reliable and predicted survival with a higher specificity than O/E LHR. Future studies will elucidate the role of trending MSI over a patient's course to inform interventions to optimize mediastinal position.

4.
J Clin Med ; 13(19)2024 Oct 07.
Article in English | MEDLINE | ID: mdl-39408015

ABSTRACT

We are pleased to introduce the abstracts of the XXIII National Congress of the Italian Society of Thoracic Endoscopy (SIET), which will be held in Florence from 17 to 19 October 2024. The principal objectives of SIET are to (1) Promote research and innovation in the fields of thoracic surgery and endoscopy, facilitating the development and implementation of innovative techniques and technologies; (2) Provide education and training for surgeons, endoscopists, pulmonologists and other related specialties; and (3) Facilitate the exchange of knowledge with the aim of creating a cohesive and active scientific community. The Congress will address the integration of traditional surgical and endoscopic techniques with emerging technologies, with the goal of promoting innovation and education among professionals. The theme of integration will be explored throughout the programme, with a particular focus on the collaborative efforts of different medical specialties to improve patient outcomes. This event will host a multidisciplinary cohort comprising thoracic surgeons, endoscopists, pulmonologists, oncologists, pathologists, radiologists and anaesthetists, who will assume a pivotal role in the multidisciplinary sessions of the scientific programme. The Congress will include several core areas of expertise, including lung cancer, interventional endoscopy, pathology, and upper airway reconstruction. Emphasis will be placed on both the theoretical aspects of these subjects and their practical applications in patient care. The theme of integration will be explored throughout the programme, with particular attention on the impact of recent technological developments in the fields of thoracic surgery and endoscopy. Additionally, the Congress will examine the contributions of allied health professionals, including nurses, physiotherapists, and speech pathologists, to patient care.

5.
BMC Pediatr ; 24(1): 617, 2024 Sep 28.
Article in English | MEDLINE | ID: mdl-39342201

ABSTRACT

OBJECTIVES: Mediastinal cystic lymphatic malformation (MCLM) in children is prone to misdiagnosis as cystic teratoma. We compared the clinical and radiologic features between the two diseases and performed a cross-comparison with previous research on adult cases. This study aims to identify characteristic pediatric manifestations to improve diagnostic accuracy. METHODS: A retrospective study of clinical and radiologic data was conducted on 12 MCLM and 20 cases of cystic teratomas confirmed by pathology or intervention biopsy. Clinical characters and radiology features (mass location and morphology, density, component, secondary complication) were recorded and compared. We reviewed clinical studies on MCLM published in the past decades, analyzing radiological differences and comparing pediatric MCLM cases at our hospital with those in the literature. RESULTS: Group comparison in pediatrics between MCLM and cystic teratomas: There were significant age differences (p = 0.036), shape (p = 0.003), CT difference value (p < 0.001), CT difference ratio (p < 0.001), calcification (p < 0.001), fat (p < 0.001), and typing (p < 0.001) between the two diseases. An analysis of literature data on MCLM cases involved 16 studies. CONCLUSION: The absence of internal fat or irregular morphology, along with a minimal CT difference value, may suggest the diagnosis of MCLM. In pediatric cases, anterior mediastinal diseases tend to extend toward the neck, and the presence of the thymus can complicate the component analysis, thereby increasing the risk of misdiagnosis. Clinical diagnosis and differential diagnosis of pediatric MCLM rely heavily on imaging evaluation.


Subject(s)
Diagnostic Errors , Lymphatic Abnormalities , Teratoma , Humans , Retrospective Studies , Male , Female , Child , Child, Preschool , Infant , Lymphatic Abnormalities/diagnosis , Lymphatic Abnormalities/diagnostic imaging , Teratoma/diagnostic imaging , Teratoma/diagnosis , Tomography, X-Ray Computed , Mediastinal Neoplasms/diagnosis , Mediastinal Neoplasms/diagnostic imaging , Adolescent , Diagnosis, Differential , Mediastinum/diagnostic imaging
6.
S Afr Fam Pract (2004) ; 66(1): e1-e4, 2024 Aug 14.
Article in English | MEDLINE | ID: mdl-39221726

ABSTRACT

BACKGROUND:  Physicians often focus on possible cardiac causes in patients presenting with chest pain. However, this case highlights a patient who presented with chest pain caused by ingestion of a foreign body after an uneventful meal eaten an hour prior to presentation. The fishbone was discovered after imaging. The article aims to raise awareness regarding the potential origins of chest pain, highlighting that it may stem from non-cardiac conditions. METHODS:  The methodology employed in this study involved conducting a case study that meticulously examined the repercussions and management strategies associated with foreign body ingestion. RESULTS:  The case report delineates the scenario of a 27-year-old male patient who inadvertently ingested a fishbone during a routine meal. It details the swift decline in clinical status, the meticulous diagnostic procedures employed, the subsequent management strategies implemented and the ultimate discharge of the patient in a stable condition. CONCLUSION:  This case highlights the importance of comprehensive history taking and considering a wide range of causes of chest pain when evaluating a patient. The foreign body ingested with the resulting cardiac complications could have been fatal if not promptly diagnosed.Contribution: This study contributed to advancing awareness surrounding foreign body ingestion, shedding light on potential complications and offering valuable insights into effective management strategies.


Subject(s)
Chest Pain , Esophagus , Foreign Bodies , Humans , Male , Foreign Bodies/complications , Foreign Bodies/diagnosis , Foreign Bodies/diagnostic imaging , Adult , Chest Pain/etiology , Esophagus/diagnostic imaging , Eating
7.
Article in English | MEDLINE | ID: mdl-39221634

ABSTRACT

The utilization of a radical robotic thymectomy, with clearance of the mediastinal tissue between the two phrenic nerves for a thymoma, is well established. The complex mediastinal anatomy, limited space and the location of the heart introduce a distinctive challenge, particularly when adopting a right-sided approach to identify and dissect along the left phrenic nerve. We present our technique for performing a robotic radical thymectomy from a right-sided approach, tailored for a localized thymoma. Our goal is to showcase the efficacy and safety of this method, offering insights that can enhance surgical outcomes.


Subject(s)
Robotic Surgical Procedures , Thymectomy , Thymoma , Thymus Neoplasms , Humans , Thymectomy/methods , Thymoma/surgery , Robotic Surgical Procedures/methods , Thymus Neoplasms/surgery , Thymus Neoplasms/pathology , Male , Female , Middle Aged
8.
Article in English | MEDLINE | ID: mdl-39257193

ABSTRACT

BACKGROUND: The azygos vein (AV) plays a crucial role in the mediastinal region, exhibiting considerable variability in its anatomy and relationship with surrounding structures. This study aims to assess the morphometry and anatomy of the AV through a comprehensive meta-analysis of studies reporting extractable data on this vessel. MATERIALS AND METHODS: Major online medical databases such as PubMed, Scopus, ScienceDirect, Web of Science, SciELO, BIOSIS, Current Content Connect, Korean Journal Database and Wiley online library were searched to gather all relevant studies regarding the anatomical characteristics of the AV. RESULTS: The results of the present meta-analysis comprised 40 studies, categorized into eight groups for data analysis. The mean AV diameter at its origin was set at 3.86 mm (SE = 0.84). The most prevalent was type IIB, with a prevalence of 40.23% (95% CI: 29.06-51.92%). The pooled prevalence of the right subcostal and right ascending lumbar veins forming the AV was 73.82% (95% CI: 55.77-88.67%). CONCLUSIONS: The AV exhibits a high degree of variability regarding its origin, trajectory, and connections with the hemiazygos system. The most prevalent type of AV, according to the Anson and McVay classification, was Type II (transitional type). Moreover, the vein was found to be formed by the right subcostal and the right ascending lumbar veins in the majority of the cases. This is the most comprehensive and current assessment of AV morphometry and anatomy to date. The findings are a valuable resource for physicians, especially surgeons performing various procedures in the mediastinum.

9.
Virchows Arch ; 2024 Sep 03.
Article in English | MEDLINE | ID: mdl-39223347

ABSTRACT

Insulinoma-associated protein 1 (INSM1) immunohistochemistry has been established as a sensitive and reliable immunohistochemical marker for detecting neuroendocrine differentiation in tumors across various organ systems. However, this marker has not been adequately investigated in primary thymic neuroendocrine tumors. We have studied a series of 27 cases of primary neuroendocrine carcinomas of the thymus, including 3 typical carcinoids, 18 atypical carcinoids, 4 large cell neuroendocrine carcinomas, and 2 small cell carcinomas. Immunostaining on whole tissue sections for INSM-1 was evaluated. Results of immunostaining for chromogranin and synaptophysin were also evaluated. 26/27 tumors (96%) demonstrated nuclear positivity for INSM1. 18 tumors (67%) showed strong and diffuse nuclear staining (3 +), 3 tumors (11%) moderate (2 +) nuclear staining, and 5 tumors (19%) showed weak (1 +) nuclear staining. The average percentage of tumor cells positive for INSM1 was 76%. Only one tumor, a small cell carcinoma, was negative. All tumors were positive for synaptophysin, and 26/27 (96%) were positive for chromogranin A. This study confirms that INSM1 immunohistochemistry is a sensitive marker of neuroendocrine differentiation in primary thymic neuroendocrine neoplasms and demonstrates similar performance characteristics compared to other organ systems. The nuclear staining with this marker offers the advantage of eliminating some of the ambiguity in the interpretation sometimes encountered with other markers. An added advantage is the consistent staining across the entire spectrum of neuroendocrine tumors of this organ.

10.
Article in English | MEDLINE | ID: mdl-39315520

ABSTRACT

We demonstrate the technical nuances and operative strategy of uniportal video-assisted thoracoscopic surgical excision of a giant mediastinal goitre in a patient with a complex medical history, including a prior total thyroidectomy for multinodular goitre and partial gastrectomy for gastrointestinal stromal tumour. The video tutorial presents the surgical removal of a substantial mediastinal goitre, persisting post-total thyroidectomy performed 2 years prior via a collar incision. We opted for a thoracoscopic technique for the removal of the residual mediastinal mass. A 3-cm uniportal incision was made at the fifth intercostal space along the mid-axillary line. Pleural exploration confirmed the absence of adhesions. Subsequent dissection revealed a large retrocaval goitre adjacent to the trachea. Utilizing a combination of LigaSure technology for sharp dissection, and blunt dissection techniques using the peanuts, we severed the goitre's attachments to surrounding critical structures, including the trachea, superior vena cava and oesophagus. The dissection continued, extending into the cervical region from the thoracic approach. The mass was safely enclosed within an endobag and extracted through the uniportal incision. This case demonstrates the feasibility and effectiveness of the uniportal thoracoscopic approach for complex mediastinal pathology. This approach was successfully executed with an uneventful perioperative course and no complications, indicating positive outcomes in complex thoracic cases despite a minimally invasive approach for the resection of mediastinal masses.


Subject(s)
Thoracic Surgery, Video-Assisted , Thyroidectomy , Humans , Thoracic Surgery, Video-Assisted/methods , Thyroidectomy/methods , Female , Middle Aged , Goiter, Substernal/surgery , Goiter, Substernal/diagnosis
11.
Innovations (Phila) ; : 15569845241277529, 2024 Sep 23.
Article in English | MEDLINE | ID: mdl-39311065

ABSTRACT

We present a case of a 38-year-old male patient with symptomatic hypercalcemia secondary to primary hyperparathyroidism. After evaluation, the source of the excess parathyroid hormone was found to be an adenoma localized to the middle mediastinum. Specifically, it was located in the left paratracheal space along the lesser curve of the aortic arch. We discuss this case with a corresponding video to demonstrate the necessary equipment and setup as well as the 5 operative steps recommended to access this paratracheal subaortic location from a minimally invasive transthoracic approach. The pitfalls for this operation are also discussed. The purpose is to make this operation more reproducible for other surgeons.

12.
Cureus ; 16(7): e65676, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39205716

ABSTRACT

Mediastinal teratomas are rare, often asymptomatic, but clinically significant neoplasms that can manifest with a spectrum of symptoms, frequently attributed to the compression of surrounding critical anatomical structures. Here, we present the case of a 19-year-old male with respiratory distress and chest pain attributed to a large anterior mediastinal mass, ultimately diagnosed as a benign mature teratoma of the thymus. Radiological imaging revealed a large, partially cystic mass compressing the pulmonary arteries, aortic arch, and left main bronchus. Surgical excision was deemed necessary due to symptomatic presentation. Anaesthesia management during mediastinal mass excision posed significant challenges, with prompt sternotomy due to ventilation difficulties after induction. Immediate decompression of the mass improved ventilation and saturation. Despite postoperative complications, including pulmonary leaks necessitating tracheostomy, the patient achieved significant recovery. Anaesthesia strategy was to prioritise avoiding muscle relaxants and maintaining spontaneous ventilation to mitigate airway collapse and hemodynamic instability during induction. Collaboration between anaesthesia, surgical, and intensive care teams is vital for comprehensive preoperative assessment, intraoperative readiness, and postoperative care. This case underscores the importance of interdisciplinary collaboration and meticulous planning to optimise outcomes in patients undergoing surgery for mediastinal teratomas.

13.
Curr Med Imaging ; 2024 Aug 28.
Article in English | MEDLINE | ID: mdl-39206481

ABSTRACT

BACKGROUND: Mediastinal venous malformation (MVM) and fusiform superior vena cava aneurysm (F-SVCA) are both rare congenital vascular anomalies. CASE PRESENTATIONS: A 46-year-old male presented with acute ischemic stroke of unknown etiology. Computed tomography (CT) angiography revealed the coexistence of MVM and F-SVCA. Diagnostic venography demonstrated a significant reduction in blood flow velocity within the F-SVCA, but failed to identify a direct connection to the left heart system or pulmonary vein. The patient expired due to extensive brain damage caused by a stroke. CONCLUSION: This case may increase the necessity of meticulous radiological evaluation and preventive management for these anomalies, as mediastinal vascular anomalies can result in thromboembolic complications.

15.
AME Case Rep ; 8: 64, 2024.
Article in English | MEDLINE | ID: mdl-39091554

ABSTRACT

Background: Metaplastic thymoma (MT), an exceedingly rare variant of primary thymic epithelial neoplasms, is distinguished by its indolent progression and unique histopathological profile. It presents a biphasic pattern characterized by solid epithelial and spindle cell components, potentially leading to diagnostic confusion with type A thymomas or the type A component of type AB thymomas. Accurate diagnosis is pivotal for optimal therapeutic strategies and prognostication. Case Description: We document an exceptional case of a 32-year-old woman, incidentally discovered to have a mediastinal nodule in the middle compartment on chest computed tomography (CT). The lesion was excised via video-assisted thoracoscopic surgery. Histological evaluation revealed a biphasic cellular architecture comprising epithelioid and spindle cells. Immunohistochemical analysis demonstrated significant positivity for CK5/6 and P40 in epithelial cells, and vimentin and epithelial membrane antigen in spindle cells, with a low proliferation index marked by Ki-67. Noteworthy, fluorescence in situ hybridization (FISH) analysis identified a YAP1::MAML2 gene fusion, with a predominant pattern suggestive of fusion gene presence, thus corroborating the diagnosis of MT. Conclusions: This report underscores the critical role of a multifaceted diagnostic approach, including histopathological, immunohistochemical, and genetic analyses, in the identification of MT. The detection of the YAP1::MAML2 gene fusion through FISH analysis provides a robust diagnostic marker, highlighting the necessity for clinical and pathological vigilance for this rare tumor.

16.
Heliyon ; 10(14): e34346, 2024 Jul 30.
Article in English | MEDLINE | ID: mdl-39100453

ABSTRACT

We report the case of a 68-year-old male whose Computed Tomography (CT) scan presented a mass (68*62*54 mm) of the right anterior mediastinal and pathologically diagnosis was mucinous adenocarcinoma(MA). The peripheral vessels are surrounded by the big mass in the anterior mediastinum which was associated with multiple metastases, thus we performed palliative chemoradiotherapy and we tried Human Epidermal Growth Factor Receptor-2 (HER-2) inhibitors based on the Next Generation Sequencing. The patient passed away 16 months after the onset of the disease. In this report, we review the rare case of anterior mediastinum MA as well as perspectives for potential future treatments.

17.
Diagnostics (Basel) ; 14(15)2024 Aug 02.
Article in English | MEDLINE | ID: mdl-39125558

ABSTRACT

BACKGROUND: Malignant neoplasms originating from or involving the mediastinum represent a diagnostic and therapeutic challenge when they are in contact with nearby cardiovascular structures. We aimed to test the diagnostic accuracy of cine-magnetic resonance imaging (cine-MRI) in detecting the infiltration of cardiovascular structures in cases with uncertain or equivocal findings from contrast-enhanced Computed Tomography (CT) scanning. METHODS: Fifty patients affected by tumors with a suspected invasion of mediastinal cardiovascular structures at the pre-operative chest CT scan stage underwent cine-MRI before surgery at our Institution. Intraoperative findings and the histological post-surgical report were used as a reference standard to define infiltration. Inter- and intra-observer agreement for CT scans and cine-MRI were also computed over a homogenous sample of 14 patients. RESULTS: Cine-MRI had a higher negative predictive value (93% vs. 54%, p < 0.001) than CT scans, higher sensitivity (91% vs. 16%, p < 0.001), as well as greater accuracy (66% vs. 50%, p < 0.001) in detecting cardiovascular invasion. Cine-MRI also showed better inter- and intra-observer agreement for infiltration detection. CONCLUSIONS: Cine-MRI outperforms conventional contrast-enhanced chest CT scans in the preoperative assessment of cardiovascular infiltration by mediastinal or pulmonary tumors, making it a useful imaging modality in the preoperative staging and evaluation of patients with equivocal findings at the chest CT scan stage.

18.
Int J Surg Pathol ; : 10668969241266935, 2024 Aug 16.
Article in English | MEDLINE | ID: mdl-39150796

ABSTRACT

Five atypical thymomas (WHO type B3) with prominent microcystic and mucoid changes are presented. The patients were four men and one woman between the ages of 57 and 72 years. The patients presented with non-specific symptoms of cough, chest pain, and dyspnea. None of the patients had a history of myasthenia gravis. Diagnostic imaging revealed the presence of anterior mediastinal masses and surgical resection was accomplished in all patients. Macroscopically, the tumors ranged in size from 3.5 to 5.0 cm in greatest diameter; four of these were well circumscribed but unencapsuled, tan colored tumors without evidence of necrosis, hemorrhage, or gross cystic changes. One tumor had more infiltrative borders and was involving the mediastinal pleura. Microscopically, the low power view was characterized by prominent microcysts that were filled with a mucoid granular material. Higher magnification demonstrated a homogenous epithelial proliferation with mild cytologic atypia but lacking mitotic activity. Focal areas of squamoid differentiation were identified but perivascular spaces were absent. Histochemical staining confirmed mucinous material in the microcysts but no intracytoplasmic mucin. Immunohistochemical stains showed positive staining of the tumor cells with keratin AE1/AE3, keratin 5/6, p63, and p40. No terminal deoxynucleotidyl transferase+/CD3 + immature lymphocytes were identified. Clinical follow-up demonstrated that four patients have remained alive without recurrence while one patient was lost to follow-up. This report highlights histological features in atypical thymoma that may be confused with other tumors, especially thymic mucoepidermoid carcinoma. Separation of these tumors may be important for patient management and prognosis.

19.
Cureus ; 16(7): e64176, 2024 Jul.
Article in English | MEDLINE | ID: mdl-39119377

ABSTRACT

Superior vena cava syndrome (SVCS) is a clinical condition characterized by signs and symptoms resulting from the blockage or narrowing of the thin-walled superior vena cava (SVC). This obstruction can lead to significant morbidity and mortality. In this case, we report a 58-year-old patient who was diagnosed with SVCS due to a massive compressing anterior mediastinal mass leading to signs and symptoms of SVCS, including shortness of breath, dizziness, palpitations, and neck swelling, which was managed surgically by excision of the mass and reconstruction of the brachiocephalic vein using a synthetic graft.

20.
Radiol Artif Intell ; 6(5): e230433, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39046324

ABSTRACT

Purpose To assess the prognostic value of a deep learning-based chest radiographic age (hereafter, CXR-Age) model in a large external test cohort of Asian individuals. Materials and Methods This single-center, retrospective study included chest radiographs from consecutive, asymptomatic Asian individuals aged 50-80 years who underwent health checkups between January 2004 and June 2018. This study performed a dedicated external test of a previously developed CXR-Age model, which predicts an age adjusted based on the risk of all-cause mortality. Adjusted hazard ratios (HRs) of CXR-Age for all-cause, cardiovascular, lung cancer, and respiratory disease mortality were assessed using multivariable Cox or Fine-Gray models, and their added values were evaluated by likelihood ratio tests. Results A total of 36 924 individuals (mean chronological age, 58 years ± 7 [SD]; CXR-Age, 60 years ± 5; 22 352 male) were included. During a median follow-up of 11.0 years, 1250 individuals (3.4%) died, including 153 cardiovascular (0.4%), 166 lung cancer (0.4%), and 98 respiratory (0.3%) deaths. CXR-Age was a significant risk factor for all-cause (adjusted HR at chronological age of 50 years, 1.03; at 60 years, 1.05; at 70 years, 1.07), cardiovascular (adjusted HR, 1.11), lung cancer (adjusted HR for individuals who formerly smoked, 1.12; for those who currently smoke, 1.05), and respiratory disease (adjusted HR, 1.12) mortality (P < .05 for all). The likelihood ratio test demonstrated added prognostic value of CXR-Age to clinical factors, including chronological age for all outcomes (P < .001 for all). Conclusion Deep learning-based chest radiographic age was associated with various survival outcomes and had added value to clinical factors in asymptomatic Asian individuals, suggesting its generalizability. Keywords: Conventional Radiography, Thorax, Heart, Lung, Mediastinum, Outcomes Analysis, Quantification, Prognosis, Convolutional Neural Network (CNN) Supplemental material is available for this article. © RSNA, 2024 See also the commentary by Adams and Bressem in this issue.


Subject(s)
Deep Learning , Radiography, Thoracic , Humans , Male , Middle Aged , Aged , Female , Retrospective Studies , Aged, 80 and over , Prognosis , Risk Factors , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/mortality , Aging
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