Pulmonary Malignancy Research Articles

Risk factors affecting the development of pneumothorax in patients followed up in intensive care with a diagnosis of COVID-19.

Pneumothorax is a little known and reported complication of COVID-19. These patients have poorer general outcomes and greater respiratory support requirements, longer hospitalization times, and higher mortality rates. The purpose of this study was to determine which factors predict mortality in patients with tube thoracostomy diagnosed with COVID-19, admitted to the COVID-19 intensive care unit (ICU), and developing pneumothorax. This respective, observational study was conducted in all COVID-19 ICUs at the Marmara University Pendik Training and Research Hospital, Türkiye. Patients admitted to the ICU with diagnoses of COVID-19 pneumonia and with chest tubes inserted due to pneumothorax were investigated retrospectively. One hundred patients with tube thoracostomy were included in the study. Their median age was 68 (57-78), and 63% were men. The median follow-up time was 20 [10-29] days, and the median time from initial reverse transcriptase polymerase chain reaction (RT-PCR) results to tube thoracostomy was 17 [9-23] days. Initial RT-PCR results were positive in 90% of the patients, while 8% were negative, and 2% were unknown. Half the patients exhibited pulmonary involvement at thoracic computed tomography (CT) (n = 50), while 22 patients had COVID-19 reporting and data system (CO-RADS) scores of 5 (22%). Sixty-two patients underwent right tube thoracostomy, 24 left side placement, and 14 bilateral placement. The patients' mean positive end expiratory pressure (PEEP) level was 10.31 (4.48) cm H2O, with a mean peak inspiratory pressure (PIP) level of 26.69 (5.95) cm H2O, a mean fraction of inspired oxygen (FiO2) level of 80.06 (21.11) %, a mean respiratory rate of 23.71 (5.62) breaths/min, and a mean high flow nasal cannula (HFNC) flow rate of 70 (8.17) L/min. Eighty-seven patients were intubated (87%), six used non-rebreathable reservoir masks, four HFNC, two non-invasive mechanical ventilation (NIV), and one a simple face mask. Comorbidity was present in 70 patients, 25 had no comorbidity, and the comorbidity status of five was unknown. Comorbidities included hypertension (38%), diabetes mellitus (23%), cardiovascular disease (12%), chronic obstructive pulmonary disease (5%), malignancy (3%), rheumatological diseases (3%), dementia (2%) and other diseases (9%). Twelve of the 100 patients survived. The median survival time was 20 (17.82-22.18) days, and the median 28-day overall survival rate was 29% (20-38%). The multivariate Cox proportional hazards model indicated that age over 68 (HR = 2.23 [95% CI: 1.39-3.56]; p = 0.001), oxygenation status other than by intubation (HR = 2.24 [95% CI: 1.11-4.52]; p = 0.024), and HCO3- below 22 compared with a normal range of 22 to 26 (HR = 1.95 [95% CI: 1.08-3.50]; p = 0.026) were risk factors associated with mortality in patients in the ICU. Age over 68, receipt of oxygenation other than by intubation, and HCO3- values lower than 22 in patients with COVID-19 pneumonia emerged as prognostic factors associated with mortality in terms of pneumothorax.

Baseline characteristics, management patterns and outcome in patients with pulmonary embolism and malignancy: Insights from a single-centre study

Abstract Background and aim The presence of malignancy is an important factor that increases the risk of venous thromboembolism. On the other hand, acute pulmonary embolism (PE) is one of the main causes of death in this setting. In this study, we evaluated the impact of active malignancy on the treatment choices, and short and long term clinical outcomes in patients with acute PE. Methods In this study conducted in a tertiary center, 872 acute PE patients (age 61.6±16.8 years, female 57.5 %) from different risk categories were treated with thrombolytic, anticoagulant and catheter-based therapies in accordance with currently available acute PE guidelines. The population was retrospectively analyzed and divided into two groups according to the presence of active malignancy. Results Active malignancy was documented in 129 (14.8 %) patients. In the groups with and without malignancy, the proportions of low-, intermediate-low-, intermediate-high-, and high-risk PE patients were 3.1 % vs. 15.6 %, 17.8 % vs. 16.7 %, 60.5 % vs. 60 %, and 18.6 % vs. 7.7 %, respectively (p<0.001). While the two groups did not differ in terms of echocardiographic and computed tomographic pulmonary angiography (CTPA) characteristics, the presence of contraindications for thrombolytic were more frequent in the malignancy group (22.5% vs. 10.9%, p<0.001). Ultrasound-assisted thrombolysis (USAT), rheolytic thrombectomy (RT), systemic thrombolysis (ST) and anticoagulation-alone (AC) therapies were noted in 27.3 %, 6.4 %, 6.4 % and 49.7 % of overall PE patients. The RT and AC therapies were more frequent in PE patients with malignancy whereas ST and USAT were more frequently used in the absence of malignancy. Notably, lytic dosages and treatment durations in USAT and ST protocols were comparable between malignant and non-malignant PE cohorts. Regardless of the presence of malignancy and the treatment modality chosen, significant improvements were achieved in the clinical, echocardiographic and CTPA measures of the PE severity (p<0.001 for all). Major and minor bleeding rates were also similar in both groups, while in-hospital and, as expected, long-term mortality were higher in the malignancy cohort. Active malignancy and PESI score were found to be independent predictors for composite end-point of 60-day mortality and PE-related rehospitalization (adjusted odds ratio (OR): 2.43; 95 % CI: 1.32 - 4.47, p=0.04) and (OR: 1.02; 95 % CI: 1.01-1.01, p<0.001), respectively. Malignancy (OR: 3.5, 95 % CI: 2.15-5.75, p< 0.001) and chronic obstructive pulmonary disease (OR: 2.51, 95 % CI: 1.35-4.68, p< 0.003) were independent predictors of long-term mortality. Conclusion Concomitant malignancy adversely affects both short- and long-term outcomes in patients with acute PE. Although these patients are more vulnerable, it is possible to achieve satisfactory treatment success with acceptable bleeding rates with the inclusion of catheter-based methods as treatment option.Survival plot

Rapid on-site histology of lung and pleural biopsies using higher harmonic generation microscopy and artificial intelligence analysis

Lung cancer is both one of the most prevalent and lethal cancers. To improve health outcomes while reducing the healthcare burden, it becomes crucial to move towards early detection and cost-effective workflows. Currently there is no method for on-site rapid histological feedback on biopsies taken in diagnostic endoscopic or surgical procedures. Higher harmonic generation (HHG) microscopy is a laser-based technique that provides images of unprocessed tissue. Here, we report the feasibility of a HHG portable microscope in the clinical workflow in terms of acquisition time, image quality and diagnostic accuracy in suspected pulmonary and pleural malignancy. 109 biopsies of 47 patients were imaged and a biopsy overview image was provided within a median of 6 minutes after excision. The assessment by pathologists and an artificial intelligence (AI) algorithm showed that image quality was sufficient for a malignancy or non-malignancy diagnosis in 97% of the biopsies, and 87% of the HHG images were correctly scored by the pathologists. HHG is therefore an excellent candidate to provide rapid pathology outcome on biopsy samples enabling immediate diagnosis and (local) treatment.

Diagnostic accuracy of percutaneous transthoracic needle biopsy among peripheral pulmonary lesions: a multicenter observational study

Introduction: The diagnosis of peripheral pulmonary lesions (PPL) poses a significant challenge, prompting the widespread utilization of various modalities to ensure the precision in diagnosis. This study aims to assess the diagnostic accuracy of computed tomography-guided percutaneous transthoracic needle biopsy (CT-PTNB) in the context of pulmonary malignancy. Methods and materials: This multicenter retrospective observational study, included 1317 cases of CT-PTNB performed on adult patients with PPLs from January 2018 to December 2022 in Mashhad, Iran. The pathology results of CT-PTNB from 94 cases were compared to the definitive pathology results obtained through methods such as surgery to assess the sensitivity, specificity, and overall accuracy of CT-PTNB in diagnosing of pulmonary malignancy. Results: CT-PTNB exhibits an accuracy of 82.98%, with sensitivity and specificity rates of 75.41 and 91.43%, respectively. This study underscores the issue of false-negative results in CT-PTNB and underscores the importance of integrating clinical, radiological, and additional diagnostic modality to guide diagnostic decisions. Conclusion: In this large-scale multicenter study, the accuracy of CT-PTNB for diagnosis of pulmonary malignancy is acceptable but fairly low compared to previous studies.

Intraoperative Molecular Imaging with Pafolacianine in Resection of Occult Pulmonary Malignancy in the ELUCIDATE trial

Clinical studies have demonstrated that intraoperative molecular imaging (IMI) with pafolacianine identifies occult pulmonary lesions that are not identified by preoperative CT or by intraoperative inspection techniques in ∼20% of patients. In this study we provide a description of occult lesion clinical data and evaluate characteristics so that surgeons can better incorporate this emerging technology into clinical decision making. Participants (n=100) enrolled in a Phase 3 trial of IMI with pafolacianine during pulmonary resection (ELUCIDATE, NCT04241315) were identified. Participants underwent preoperative computed tomography (CT)with 1.25mm slices. Variables and lesion characteristics were analyzed. Positive predictive value and false positive rates were tabulated for IMI fluorescent lesions with predictors of malignant versus benign occult lesions described. IMI identified 29 occult lesions in 23 (23%) participants. Seventeen of 29 (58%) lesions were identified within the same lobe as known lesions; 12 of 29 (42%) identified in a different lobe from the suspicious nodule known by preoperative assessment. Twenty-three of 29 (79%) of occult lesions found by IMI were resected with an additional wedge resection. Ten of 29 (34%) lesions identified by IMI were malignant. There was no additional morbidity in participants with lesions resected. With pafolacianine, 7 participants had a synchronous primary stage I lung cancer identified and one subject had additional metastases identified. . IMI with pafolacianine identifies occult malignant lesions during pulmonary resection despite thorough preoperative imaging and intraoperative assessment by experienced surgeons.

Mycobacterium chimaera: a case report from Italy.

Mycobacterium chimaera is an environmental non-tuberculous mycobacterium belonging to Mycobacterium avium complex (MAC). It has been widely known to be associated with disseminated infection after cardiac surgery, related to heater-cooler units used during these procedures. Although M. chimaera seems to be a less virulent species compared to M. avium and M. intracellulare among MAC, several cases of M. Chimaera lung infections have been reported in settings of chronic obstructive pulmonary disease (COPD), cystic fibrosis, bronchiectasis, malignancy, or immunosuppression. Here, we present an Italian case report in association with newly diagnosed COPD.

Single-cell and spatial proteo-transcriptomic profiling reveals immune infiltration heterogeneity associated with neuroendocrine features in small cell lung cancer

Small cell lung cancer (SCLC) is an aggressive pulmonary neuroendocrine malignancy featured by cold tumor immune microenvironment (TIME), limited benefit from immunotherapy, and poor survival. The spatial heterogeneity of TIME significantly associated with anti-tumor immunity has not been systemically studied in SCLC. We performed ultra-high-plex Digital Spatial Profiling on 132 tissue microarray cores from 44 treatment-naive limited-stage SCLC tumors. Incorporating single-cell RNA-sequencing data from a local cohort and published SCLC data, we established a spatial proteo-transcriptomic landscape covering over 18,000 genes and 60 key immuno-oncology proteins that participate in signaling pathways affecting tumorigenesis, immune regulation, and cancer metabolism across 3 pathologically defined spatial compartments (pan-CK-positive tumor nest; CD45/CD3-positive tumor stroma; para-tumor). Our study depicted the spatial transcriptomic and proteomic TIME architecture of SCLC, indicating clear intra-tumor heterogeneity dictated via canonical neuroendocrine subtyping markers; revealed the enrichment of innate immune cells and functionally impaired B cells in tumor nest and suggested potentially important immunoregulatory roles of monocytes/macrophages. We identified RE1 silencing factor (REST) as a potential biomarker for SCLC associated with low neuroendocrine features, more active anti-tumor immunity, and prolonged survival.

Easily Missed Lung Cancer Associated With Cystic Airspaces

Abstract Lung cancer associated with cystic airspaces represents a distinctive subtype of pulmonary malignancies, characterized by the presence of cystic airspaces within or adjacent to the tumor, as identified through imaging studies. The absence of standardized terminology and limited understanding of these malignancies have led to inconsistent descriptions, often referred to as “cancers arising from lung cysts” or “cancers associated with cystic airspaces.” In this article, we present a case of a 77-year-old woman diagnosed with both typical lung cancer and lung cancer associated with cystic airspaces.

Robotic-assisted bronchoscopy: a narrative review of systems.

Robotic-assisted bronchoscopy (RAB) has emerged as an advanced technology for lung cancer diagnosis. This review explores the three approved robotic bronchoscopy systems: Ion™ Endoluminal (Intuitive Surgical, Sunnyvale, CA, USA), Monarch™ (Johnson & Johnson, Redwood City, CA, USA), and Galaxy System™ (Noah Medical, San Carlos, CA, USA), and their different operational systems. This narrative review aims to summarize their findings and outcomes for sampling peripheral pulmonary lesions (PPL) suspected of lung cancer. A search in PubMed and Google Scholar databases was conducted for articles and abstracts published between January 2018 to May 2024 using the terms "robotic bronchoscopy" or "robotic-assisted bronchoscopy" for biopsy of PPL. Lung cancer is the leading cause of cancer-related mortality. The introduction of RAB aims to improve the feasibility and safety of sampling PPL. Current literature describes high diagnostic yields with low risk of complications, allowing concurrent hilar and mediastinal staging within the same procedure. RAB can potentially improve early diagnosis and treatment of pulmonary malignancies and survival rate in long term, while progressing towards therapeutic applications in the near future. As RAB evolves, its potential as a "one-stop shop" for diagnosis, staging, and treatment can positively impact lung cancer detection, focusing on improved patient-centered outcomes and reducing multiple diagnostic and therapeutic procedures.

A comparative review of the application value of FAPI PET/CT and 18F-FDG PET/CT in lung cancer.

Fibroblast activation protein inhibitor (FAPI) positron emission tomography/computed tomography (PET/CT) is a multimodal imaging technique that combines PET and CT, utilizing FAP inhibitors as radiotracers. Fibroblast activation protein, a serine protease highly expressed in many epithelial tumor-associated fibroblasts, plays a crucial role in tumor stroma formation and remodeling. Through the detection of FAP expression, FAPI PET/CT facilitates the diagnosis and staging of both benign and malignant pulmonary tumors. In contrast to traditional fluorine-18-fluorodeoxyglucose (18F-FDG) PET/CT focusing on glucose metabolism, FAPI PET/CT offers benefits such as enhanced specificity, reduced background noise, accelerated imaging speed, and decreased radiation exposure. This review provides an overview of the progress in applying FAPI PET/CT and 18F-FDG PET/CT in pulmonary malignancies and discusses current challenges and future prospects.

Hyper IgE Syndromes.

The Hyper IgE Syndromes are rare primary immunodeficiencies characterized by eczema, recurrent skin and respiratory infections and elevated serum IgE levels. Nowadays a geneticmolecular characterization is possible and allows the distinction in various monogenic pathologies, which share some clinical characteristics but also important differences. In addition to long-known STAT3 and DOCK8 gene mutations, in fact, also ZNF341, CARD11, ERBB2IP, IL6R and IL6ST genes mutations can cause the disease. The main clinical manifestations are represented by newborn rash, eczema similar to atopic dermatitis, bacterial and viral skin infections, cold abscesses, respiratory infections with possible pulmonary complications, allergies, gastrointestinal manifestations, malignancies and connective tissue abnormalities. Diagnosis is still a challenge because, especially in the early stages of life, it is difficult to distinguish from other pathologies characterized by eczema and high IgE, such as atopic dermatitis. Several scores and diagnostic pathways have been developed, but it is essential to seek a genetic diagnosis. Treatment is based on prevention and early treatment of infections, meticulous skincare, intravenous immunoglobulins and HSCT, which, in some HIES subtypes, can modify the prognosis. Prognosis is related to the affected gene, but also to early diagnosis, timely treatment of infections and early HSCT.

Comparative Review of Standardized Incidence Ratio of Nonlymphoid, De Novo Malignancies After Liver Transplant Versus After Kidney Transplant.

De novo malignancies are the most common cause of death after solid-organ transplant. Here, we aimed to summarize standard incidence ratios of de novo malignancies after liver and kidney transplant within the same geographical locations, compare these ratios among differenttypes of de novo malignancies after liver and kidney transplant, and elucidate differences in de novo malignancies between liver and kidney transplant recipients. We performed a systematic review to identify studies on standard incidence ratios of de novo malignancies after liver and kidney transplant in the United Kingdom, Sweden, South Korea, and Taiwan. Four articles reported standard incidence ratios of de novo malignancies in 14 016 liver transplant recipients (mean follow-up 4.3 ± 0.7 y) and 48179 kidney transplant recipients (mean follow-up 6.1 ± 2.1 y). Mean ratios of oropharyngeal, pulmonary, colorectal, renal, and breast malignancies were 5.3, 1.6, 1.9, 1.8, and 1.1,respectively, after liver transplant and 3.2, 1.7, 1.5, 17.0, and 1.3, respectively, after kidney transplant. Mean ratios of bladder, cervixuterus, and stomach de novo malignancies were 1.8, 2.0, and 2.9, respectively, after liver transplant and 13.0, 1.9, and 1.9,respectively, after kidney transplant. Mean ratios of prostatic and esophageal malignancies were 1.6 and 1.8 after liver transplant and 1.2 and 1.1 after kidney transplant. Mean ratio of ovarian cancer was 1.2 and 2.9, respectively, after liver and kidney transplant. Low-frequency and lower standard incidence ratios were observed for testicular, ovarian and central nervous system malignancies after kidney and liver transplant. Standard incidence ratios of oropharyngeal and hepatic malignancies were higher after liver transplant compared with kidney transplant. After kidney transplant, standardized ration for renal malignancy were 9.4 times and bladder malignancies were 7.2 times higher compared with liver transplant recipients.

Computational study of pure and Lithium decorated bismuthene for detection of VOCs

To meet the crucial need for VOC detection, we propose a nanosensor based on bismuthene, employing density functional theory calculations. This nano-sensor aims to detect specific volatile organic compounds (VOCs) present in human breath, including acetone (C3H6O), ethanol (C2H6O), methanol (CH3OH), formaldehyde (CH2O), and toluene (C7H8), which serve as potential biomarkers for identifying physiological disorders. Additionally, we investigate how carbon dioxide (CO2) and water vapor (H2O), common in exhaled breath, interact with bismuthene as likely interfering species. Notably, toluene exhibited higher adsorption energy with pure and Li-decorated bismuthene. The favorable adsorption and desorption performance of bismuthene with molecules such as formaldehyde, methanol, and acetone at near-ambient temperatures suggest its suitability as a VOCs sensor with simple operational conditions. The density of states, charge analysis, adsorption properties, sensitivity, conductivity, selectivity, and recovery time have been calculated and discussed. Our results highlight Bismuthene’s potential as an efficient nano-sensor for detecting VOCs associated with pulmonary malignancies.

Histoplasmosis misdiagnosed as malignancies in immunocompetent and immunocompromised patients: A global perspective on clinical presentation, radiological and pathological findings

The clinical presentation of histoplasmosis is non-specific and has several mimics as documented in the literature. Regarding cancers, previous reviews emphasized mainly the clinical and radiological similarities between histoplasmosis and pulmonary malignancies. Besides lung cancers, histoplasmosis also masquerades as other malignancies. We identified one hundred and twenty-four cases of histoplasmosis clinically mistaken for malignancies. Of the 124,84 (67.7%) were included in the analyses of demographics, immune status, clinical features, diagnosis, and treatment outcomes. The remainder were excluded as the available data was mainly on diagnosis. Of the eighty-four, histoplasmosis was predominantly misdiagnosed as lung cancers (n = 16, 19.0%), gastrointestinal tumors (n = 15, 17.9%), and lymphomas/hematological malignancies (n = 15, 17.9%). Fifty-four (64.3%) were immunocompromised including 16 (29.6%) who were living with HIV, while the remainder were immunocompetent. We conclude that infective aetiologies like histoplasmosis should be considered or ruled out in patients clinically suspected of malignancy regardless of their immune status.

Trends in co-morbidities during COVID-19 waves: A study of prevalence and dynamics in India

Background: Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) and its variants have instigated the global COVID-19 pandemic, which unfolded in waves over nearly three years since its emergence in 2019. Variances in host immune responses have resulted in a spectrum of symptoms ranging from asymptomatic to mild, moderate, severe pneumonia-like, or critical conditions. For many individuals, symptomatic conditions exacerbated and posed life-threatening risks, particularly when co-morbidities such as diabetes mellitus, chronic obstructive pulmonary disease (COPD), cardiovascular diseases (CVD), hypertension, malignancies, and HIV were present. This study was aimed to ascertain the co-morbidity trends across the two major waves of COVID-19. Method: In India, COVID-19 patients from the first wave (April 1, 2020 to January 31, 2021) and the second wave (March 1, 2021 to October 1, 2021) were categorized into asymptomatic, moderate, severe, and critical groups, with 100 patients in each category. These patient groups were further subdivided based on co-morbidities and subjected to data analysis. Results: Diabetes mellitus, hypertension, and lung complications were identified as common co-morbidities significantly impacting the quality of life for COVID-19 patients. Conclusions: Our data analysis has highlighted the influence of co-morbidities or multi-morbidities in exacerbating severe and critical conditions during both waves 1 and 2 of COVID-19 infections. Keywords: co-morbidities; COVID-19; diabetes mellitus; hypertension; lung complications

Increased risk of pulmonary malignancy after second and on ward COVID attack with pleural effusion in South-West zone of Bangladesh

Increased risk of pulmonary malignancy after second and on ward COVID attack with pleural effusion in South-West zone of Bangladesh

The diagnostic value of [18F]FAPI-42 PET/CT for pulmonary artery masses: comparison with [18F]FDG PET/CT.

To investigate the potential utility of [18F]fibroblast activation protein inhibitor (FAPI) positron emission tomography/computed tomography (PET/CT) for evaluating pulmonary artery (PA) masses, and compare it with [18F]fluorodeoxyglucose (FDG) PET/CT. Participants with clinically suspected PA malignancy were prospectively enrolled and underwent dual-tracer PET/CT ([18F]FAPI-42 and [18F]FDG) imaging. Visual analysis and semi-quantitative parameters were compared between the two types of radiotracers. The tissue specimen underwent immunohistochemical staining to verify FAP expression in the tissue. Thirty-three patients (18 males/15 females; mean age 53.1 ± 15.4 years) were enrolled. All 21 patients with malignant PA masses were FDG-positive (100%), whereas 20 out of 21 patients were FAPI-positive (95.2%). All 12 patients with benign PA masses were both negative in FDG and FAPI PET. The mean maximum standardized uptake value (SUVmax) and target-to-background ratio (TBR) of FAPI and FDG in malignant PA masses were significantly higher than those of benign masses. Although there was no significant difference in SUVmax between FDG and FAPI in malignant PA masses (11.36 vs. 9.18, p = 0.175), the TBR (liver) and TBR (left ventricle) were more favorable for FAPI than for FDG (13.04 vs. 5.17, p < 0.001); (median: 7.75 vs. 2.75, p = 0.007). Immunohistochemical analysis (n = 16) validated that the level of FAP expression corresponded strongly to the uptake of FAPI in PET/CT scans (rs = 0.712, p = 0.002). For clinical management, FAPI PET found more metastatic lesions than FDG PET in 4 patients, with 2 patients upgrading and 1 patient changing treatment decisions. FAPI PET/CT is feasible in the diagnosis of PA masses. Although not superior to FDG PET/CT, FAPI PET/CT showed better target-to-background contrast. This study found that FAPI PET/CT is not superior to FDG PET/CT in diagnosing PA masses, but FAPI PET/CT displays better target-to-background contrast and more positive lesions, which may help improve disease management. Pulmonary malignancies lack specificity in clinical manifestations, laboratory tests, and routine imaging examinations. FAPI PET/CT is not diagnostically better than FDG PET/CT but displays better target-to-background contrast and more positive lesions. Dual-tracer PET/CT ([18F]FAPI-42 and [18F]FDG) imaging improves clinical management of pulmonary artery masses.

Unveiling the Masquerade: Pulmonary Mycosis Mimicking Pulmonary Malignancy- A Case Series

Unveiling the Masquerade: Pulmonary Mycosis Mimicking Pulmonary Malignancy- A Case Series

Utility of SHOX2 and RASSF1A gene methylation detection on the residual cytology material from endobronchial ultrasound-guided transbronchial needle aspiration.

This study aims to assess the effectiveness of Short Stature Homeobox 2 (SHOX2) and RAS Association Domain Family 1 Isoform A (RASSF1A) gene methylation detection in residual liquid-based cytology (LBC) materials from Endobronchial Ultrasound-Guided Transbronchial Needle Aspiration (EBUS-TBNA) and investigate the diagnostic accuracy of a comprehensive diagnostic approach. Between June 2022 and May 2023, a total of 110 cases that underwent EBUS-TBNA were enrolled in the study. SHOX2 and RASSF1A genes methylation detection using the residual cytological material, LBC, and cell block (CB) were conducted for each EBUS-TBNA case. The sensitivity and specificity of cytology, CB histopathology, SHOX2, and RASSF1A methylation in diagnosing EBUS-TBNA samples were determined based on follow-up data. Among the 72 cases confirmed as pulmonary carcinomas, the methylation test yielded positive results in 24 adenocarcinoma cases, 10 squamous cell carcinoma cases, and 14 small cell carcinoma cases. The sensitivity of the comprehensive diagnosis (combining LBC, CB, and methylation detection) in distinguishing metastatic pulmonary epithelial malignancies in mediastinal and hilar lymph nodes or masses from benign lesions was higher (97.22%, 70/72) than that of morphological diagnosis alone (LBC and CB) (88.89%, 64/72; P < 0.05). SHOX2 and RASSF1A methylation detection demonstrates a high sensitivity and negative predictive value in the identification of pulmonary epithelial malignancies and holds promise as a valuable ancillary approach to enhance morphological diagnosis of EBUS-TBNA.

The [18F]F-FDG PET/CT Radiomics Classifier of Histologic Subtypes and Anatomical Disease Origins across Various Malignancies: A Proof-of-Principle Study.

We aimed to investigate whether [18F]F-FDG-PET/CT-derived radiomics can classify histologic subtypes and determine the anatomical origin of various malignancies. In this IRB-approved retrospective study, 391 patients (age = 66.7 ± 11.2) with pulmonary (n = 142), gastroesophageal (n = 128) and head and neck (n = 121) malignancies were included. Image segmentation and feature extraction were performed semi-automatically. Two models (all possible subset regression [APS] and recursive partitioning) were employed to predict histology (squamous cell carcinoma [SCC; n = 219] vs. adenocarcinoma [AC; n = 172]), the anatomical origin, and histology plus anatomical origin. The recursive partitioning algorithm outperformed APS to determine histology (sensitivity 0.90 vs. 0.73; specificity 0.77 vs. 0.65). The recursive partitioning algorithm also revealed good predictive ability regarding anatomical origin. Particularly, pulmonary malignancies were identified with high accuracy (sensitivity 0.93; specificity 0.98). Finally, a model for the synchronous prediction of histology and anatomical disease origin resulted in high accuracy in determining gastroesophageal AC (sensitivity 0.88; specificity 0.92), pulmonary AC (sensitivity 0.89; specificity 0.88) and head and neck SCC (sensitivity 0.91; specificity 0.92). Adding PET-features was associated with marginal incremental value for both the prediction of histology and origin in the APS model. Overall, our study demonstrated a good predictive ability to determine patients' histology and anatomical origin using [18F]F-FDG-PET/CT-derived radiomics features, mainly from CT.