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18 pages, 1070 KB  
Article
Tuberculosis-Associated Scar Carcinoma in Lung Cancer: Clinicopathological and Radiological Features of a Fibrotic-Cavitary Phenotype in a Retrospective Observational Cohort
by Cristina Cioti, Irina Tica, Cristina Tocia, Nejla Dervis, Simona Buligan, Gabriela Fricatel, Denisa Gabriela Ion-Andrei and Oana Cristina Arghir
Cancers 2026, 18(12), 1935; https://doi.org/10.3390/cancers18121935 (registering DOI) - 14 Jun 2026
Viewed by 85
Abstract
Background: Scar carcinoma represents a distinct subtype of lung malignancy developing in areas of chronic pulmonary fibrosis, inflammation, and structural remodeling, frequently associated with previous pulmonary tuberculosis (TB). The present study aimed to evaluate the radiological, clinical, inflammatory, and histopathological characteristics associated with [...] Read more.
Background: Scar carcinoma represents a distinct subtype of lung malignancy developing in areas of chronic pulmonary fibrosis, inflammation, and structural remodeling, frequently associated with previous pulmonary tuberculosis (TB). The present study aimed to evaluate the radiological, clinical, inflammatory, and histopathological characteristics associated with the scar carcinoma phenotype in patients with lung cancer (LC) and previous TB-related pulmonary abnormalities. Methods: A retrospective observational cohort study conducted between February 2020 and December 2025 included 844 patients diagnosed with lung cancer. The scar carcinoma phenotype was operationally defined by the coexistence of: (1) confirmed lung cancer, (2) post-tuberculous structural pulmonary abnormalities on thoracic imaging, and (3) clinical history compatible with prior pulmonary TB. Associations between the scar carcinoma phenotype and clinicopathological variables were evaluated using Pearson’s Chi-square and Fisher’s exact tests. Binary logistic regression analysis was performed to identify independent predictive factors associated with scar carcinoma. Receiver operating characteristic (ROC) curve and precision–recall curve analyses were additionally performed. Results: Post-TB sequelae were identified in 58.2% of patients, while active TB was present in 7.8% of cases. Adenocarcinoma represented the predominant histopathological subtype (63.3%). Fibrotic/interstitial/bronchial abnormalities (67.7%), cavitary/destructive lesions (69.0%), atelectatic/retractile changes (65.4%), and infectious/inflammatory pulmonary abnormalities (60.4%) were highly prevalent. Significant associations were identified between scar carcinoma and TB sequelae (χ2 = 811.850, p < 0.001), adenocarcinoma histology (χ2 = 655.545, p < 0.001), infectious/inflammatory changes (χ2 = 635.168, p < 0.001), cavitary/destructive lesions (χ2 = 508.347, p < 0.001), fibrotic/interstitial abnormalities (χ2 = 539.895, p < 0.001), and atelectatic/retractile changes (χ2 = 597.346, p < 0.001). Logistic regression identified haemoptysis (OR = 0.651 (95% CI: 0.486–0.871), p = 0.005) and pulmonary opacities and/or condensation (OR = 1.343 (95% CI: 1.014–1.779), p = 0.040) as independent predictive factors. ROC analysis demonstrated moderate predictive performance (AUC = 0.703). Conclusions: TB-associated pulmonary remodeling was strongly associated with the scar carcinoma phenotype, consistent with an associative role of chronic inflammation, fibrosis, and post-TB structural damage in lung carcinogenesis; however, causal inferences cannot be drawn from this retrospective observational design. Full article
(This article belongs to the Section Cancer Pathophysiology)
18 pages, 1034 KB  
Article
Tuberculosis in Small Ruminants in Portugal: A Retrospective Laboratory-Based Study (2012–2023)
by Handreza Junqueira Cobra, Leonor Orge, Paula Mendonça, Paulo Carvalho and Madalena Vieira-Pinto
Animals 2026, 16(12), 1755; https://doi.org/10.3390/ani16121755 - 6 Jun 2026
Viewed by 253
Abstract
Animal tuberculosis caused by mycobacteria of the Mycobacterium tuberculosis complex (MTBC) represents a significant challenge to both public and animal health. Although eradication programs focus predominantly on cattle, small ruminants, especially goats, may play a relevant role as reservoirs. This study aimed to [...] Read more.
Animal tuberculosis caused by mycobacteria of the Mycobacterium tuberculosis complex (MTBC) represents a significant challenge to both public and animal health. Although eradication programs focus predominantly on cattle, small ruminants, especially goats, may play a relevant role as reservoirs. This study aimed to characterize tuberculosis cases in small ruminants in Portugal diagnosed at the national reference laboratory for Tuberculosis (Instituto Nacional de Investigação Agrária e Veterinária) over the period from April 2012 to July 2023. In this study, samples from 79 animals suspected of TB (64 goats and 15 sheep) were analyzed by integrating histopathology; bacteriology; and, when applicable, PCR results, thereby allowing the distribution by species to be described, MTBC agents to be identified, and diagnostic agreement to be assessed. Of these samples, 29 positive cases (36.7%) were identified, all of them in goats (45.3% of goats tested), whereas no cases were confirmed in sheep. Mycobacterium caprae was the most frequently identified species (89.7%), followed by Mycobacterium bovis (10.3%). Geographic distribution was concentrated in the Alentejo (48.3%) and Norte (44.8%) regions, where 93.1% of cases occurred. Topographical analysis of lesions revealed respiratory tract involvement (lung and/or thoracic lymph nodes) in 82.7% of positive cases, with gross patterns including caseous/caseocalcified lesions (n = 11), necrosis (n = 9), and nodular granulomatous lesions (n = 10). Agreement between histopathology and bacteriology was 81.5%. Parasitic coinfections were observed in 24.1% of positive cases, complicating histopathological interpretation. The results of this study indicate goats, as opposed to sheep, as non-negligible reservoirs of TB, suggesting species-level differences that warrant targeted investigation. The predominance of respiratory lesions and the detection of extensive cavitary forms indicate potential aerogenous transmission with implications for multi-host systems. Diagnostic discordance and parasitic interference reinforce the need for combined testing methodologies. It is therefore advisable to consider the integration of goats into tuberculosis surveillance and control programs, with greater relevance in Alentejo and Norte. Full article
(This article belongs to the Special Issue Veterinary Epidemiology and Livestock Impact on Public Health)
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16 pages, 2316 KB  
Systematic Review
The Role of Toll-like Receptor 2 Polymorphisms in Susceptibility to and Severity of Tuberculosis: A Systematic Review
by Sudarto Sudarto, Zen Hafy, Irsan Saleh, Iche Liberty, Zen Ahmad, Fadhyl Zuhry Lubis, Owen Hu and Bryan Arista
Pathogens 2026, 15(4), 354; https://doi.org/10.3390/pathogens15040354 - 27 Mar 2026
Viewed by 739
Abstract
Pulmonary tuberculosis (TB) remains a global health threat, with individual genetic determinants like Toll-like receptor 2 (TLR2) gene variations potentially modulating immune responses to Mycobacterium tuberculosis. This systematic review evaluates the role of TLR2 polymorphisms in influencing susceptibility to and clinical manifestations [...] Read more.
Pulmonary tuberculosis (TB) remains a global health threat, with individual genetic determinants like Toll-like receptor 2 (TLR2) gene variations potentially modulating immune responses to Mycobacterium tuberculosis. This systematic review evaluates the role of TLR2 polymorphisms in influencing susceptibility to and clinical manifestations of pulmonary TB. Following PRISMA guidelines, a comprehensive search of PubMed, Scopus, and ScienceDirect was conducted through July 2024 for observational studies investigating TLR2 single-nucleotide polymorphisms (SNPs) and active TB. Risk of bias was assessed using the Newcastle–Ottawa Scale. Of 8878 identified articles, 32 studies met the inclusion criteria. The most frequently investigated variants, Arg753Gln (rs5743708), −196 to −174 del, and rs3804099, were consistently associated with increased TB susceptibility, particularly in Asian and African populations. Furthermore, specific polymorphisms correlated with greater disease severity, including cavitary lesions and aggressive clinical progression. In conclusion, TLR2 genetic polymorphisms significantly increase the risk of developing pulmonary TB and contribute to more severe clinical outcomes. These findings emphasize the potential of genetic profiling in enhancing TB control strategies and developing personalized diagnostic or therapeutic approaches. Full article
(This article belongs to the Topic The Pathogenesis and Treatment of Immune-Mediated Disease)
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8 pages, 5534 KB  
Case Report
Cladosporium cladosporioides Fungemia in a Patient with Non-Hodgkin Lymphoma: An Extremely Rare Case and Review of the Literature
by Denis Niyazi, Nikol Daskalova, Ilina Micheva and Temenuga Stoeva
Reports 2026, 9(1), 60; https://doi.org/10.3390/reports9010060 - 13 Feb 2026
Cited by 1 | Viewed by 1008
Abstract
Background and Clinical Significance: Cladosporium cladosporioides is a ubiquitous dematiaceous mold that is rarely implicated in invasive human diseases and often considered a saprophyte and plant pathogen. Case Presentation: We report an extremely rare case of C. cladosporioides fungemia in a [...] Read more.
Background and Clinical Significance: Cladosporium cladosporioides is a ubiquitous dematiaceous mold that is rarely implicated in invasive human diseases and often considered a saprophyte and plant pathogen. Case Presentation: We report an extremely rare case of C. cladosporioides fungemia in a 61-year-old man with mantle cell lymphoma undergoing chemotherapy. The patient developed fever, dry cough and cavitary pulmonary lesions in the setting of profound immunosuppression. Blood cultures yielded slow-growing dark pigmented mold after prolonged incubation and species identification was achieved using MALDI-TOF mass spectrometry with an alternative fungal database, supported by microscopic morphology. Serum 1,3-β-D-glucan levels were markedly elevated, while galactomannan antigen testing was negative. Antifungal susceptibility testing demonstrated activity of triazoles and targeted therapy with voriconazole led to clinical improvement. A review of the literature identified only five previously reported cases of invasive C. cladosporioides infections worldwide, involving primarily pulmonary and central nervous system disease. Conclusions: To the best of our knowledge, this is the first documented case of fungemia caused by this species. The current report highlights the pathogenic potential of C. cladosporioides in immunocompromised hosts, the diagnostic challenges posed by slow-growing dematiaceous fungi, the importance of prolonged culture incubation, fungal biomarkers and advanced identification techniques for timely diagnosis and management. Full article
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11 pages, 1516 KB  
Case Report
First Case of Cutaneous Coinfection with Aspergillus flavus and Klebsiella pneumoniae: Case Report and Literature Review
by Simona Maria Borta, Zsolt Gyori, Cosmin Catalin Bacean, Romana Olivia Popetiu, Cristina Petrine, Melani Zarici, Lavinia Palaghian and Adrian Silviu Crisan
Diagnostics 2026, 16(2), 183; https://doi.org/10.3390/diagnostics16020183 - 7 Jan 2026
Viewed by 825
Abstract
Background and Clinical Significance: Cutaneous aspergillosis caused by Aspergillus flavus is rare and coinfection with Klebsiella pneumoniae was reported only in pulmonary disease. Case Presentation: We describe a 57-year-old woman with no prior comorbidities who developed septic shock requiring intensive care, broad-spectrum antibiotics, [...] Read more.
Background and Clinical Significance: Cutaneous aspergillosis caused by Aspergillus flavus is rare and coinfection with Klebsiella pneumoniae was reported only in pulmonary disease. Case Presentation: We describe a 57-year-old woman with no prior comorbidities who developed septic shock requiring intensive care, broad-spectrum antibiotics, corticosteroids, and renal replacement therapy. Six days after discharge, she was readmitted with fever, leukopenia, thrombocytopenia, cavitary lung lesions, and multiple erythematous nodules on the limbs and mammary regions. Bronchial aspirate cultures detected K. pneumoniae, while progressive cutaneous lesions required surgical debridement. Histopathology revealed angioinvasive septate hyphae, and MALDI-TOF identified A. flavus. The K. pneumoniae strain was extensively drug resistant; A. flavus was susceptible only to azoles. Despite targeted therapy, lesions progressed requiring bilateral mastectomy. Conclusions: This case illustrates a previously unreported scenario in which secondary immunosuppression after severe sepsis led to concurrent cutaneous A. flavus infection and extensively drug-resistant (XDR) K. pneumoniae. Early recognition of mixed fungal–bacterial infections is essential for appropriate management. Full article
(This article belongs to the Section Diagnostic Microbiology and Infectious Disease)
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17 pages, 2381 KB  
Article
Predictive Factors for Response to Percutaneous Bleomycin in Lymphatic–Venous Malformations of the Head and Neck
by Thanat Kanthawang, Yuttapol Hirun, Kittisak Unsrisong, Jirapong Vongsfak and Withawat Vuthiwong
J. Clin. Med. 2025, 14(13), 4505; https://doi.org/10.3390/jcm14134505 - 25 Jun 2025
Viewed by 1536
Abstract
Background/Objectives: This study aims to identify baseline imaging parameters, across various imaging modalities, that can predict the response to bleomycin sclerotherapy in patients with head and neck lymphatic–venous malformations (LVMs). Methods: A retrospective analysis of 80 patients (85 lesions) treated at a tertiary [...] Read more.
Background/Objectives: This study aims to identify baseline imaging parameters, across various imaging modalities, that can predict the response to bleomycin sclerotherapy in patients with head and neck lymphatic–venous malformations (LVMs). Methods: A retrospective analysis of 80 patients (85 lesions) treated at a tertiary care center between January 2018 and December 2022 was conducted. Imaging modalities, including CT, MRI, ultrasonography, and dynamic digital radiographic images, were reviewed for lesion characteristics. Factors including lesion type, volume, morphology, location, and contrast opacification patterns were analyzed for their association with treatment response, defined as a >50% reduction in lesion size and symptom improvement. Univariable and multivariable logistic regression analyses were performed. Results: Of 85 lesions, 45 (52.9%) responded to treatment. Univariable analysis showed that pure lymphatic malformations (OR = 6.12, p = 0.004), macrocystic components (OR = 10, p = 0.016), cavitary morphology on dynamic digital radiographic images (OR = 8.90, p < 0.001), neck location (OR = 4, p = 0.03), and deep-seated lesions (OR = 3.69, p = 0.03) were significantly associated with better outcomes. Multivariable analysis identified cavitary morphology as the strongest predictor (p = 0.04). A combination of cavitary morphology, macrocystic components, and pure LM type yielded the highest predictive accuracy (AUC = 0.80, p = 0.03). Conclusions: The presence of lymphatic channels or large cystic venous spaces—such as macrocystic features on imaging or cavitary morphology—along with neck or deep-seated lesion location, predicts a favorable response to bleomycin sclerotherapy in head and neck LVMs. Full article
(This article belongs to the Section Nuclear Medicine & Radiology)
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19 pages, 690 KB  
Article
Adenosine Deaminase and Systemic Immune Inflammatory Index—A Biomarker Duet Signature of Pulmonary Tuberculosis Severity
by Ioan Anton Arghir, Oana Cristina Arghir, Marina Ruxandra Otelea, Iulia Tania Andronache and Ileana Ion
Medicina 2025, 61(6), 1096; https://doi.org/10.3390/medicina61061096 - 17 Jun 2025
Cited by 1 | Viewed by 1735
Abstract
Background and Objectives: The role of adenosine deaminase (ADA) in pulmonary tuberculosis (PTB) remains insufficiently defined in advanced forms of disease. Likewise, the systemic immune inflammatory index (SII) has not been validated in severe PTB. This 6-year prospective observational study aims to [...] Read more.
Background and Objectives: The role of adenosine deaminase (ADA) in pulmonary tuberculosis (PTB) remains insufficiently defined in advanced forms of disease. Likewise, the systemic immune inflammatory index (SII) has not been validated in severe PTB. This 6-year prospective observational study aims to evaluate biomarker signatures of serum ADA and SII. Materials and Methods: According to the PTB case definition, 232 adult patients were divided into group 1, with a positive bacteriologic exam (n = 168), and group 2, without bacteriological confirmation (n = 64). ADA serum levels were compared by age, gender, nutritional status, morphologic and bacteriological pattern of PTB lesions, survival status, along with serum levels of other inflammatory biomarkers. All patients with comorbidities, interfering with the level of ADA, were excluded to avoid bias. Results: A total cohort of 208 PTB adults, aged 54.37 ± 14.365 years, included 156 males. The overall mortality was 11.53%. Death occurred after a mean interval of 1.63 ± 3.228 months after PTB diagnosis. ADA serum mean levels were 32.94 ± 9.146 IU/L, significantly higher in G1 (p = 0.002), in patients with delayed diagnosis of PTB (p = 0.000), with lung cavitation (p = 0.003), and death as a poor outcome (p ˂ 0.02). SII had a mean value of 1752.226 ± 2704.150, significantly increased in bacteriologically confirmed PTB cases (p = 0.018), delayed diagnosis (p = 0.002), cavitary advanced pulmonary tuberculosis (APT) (p = 0.002), and deceased (p = 0.003). Both an ADA cut-off elevated risk value of over 30 IU/L and SII of over 902 were fulfilled by 73 patients, with 2.10 higher risk of advanced PTB (p = 0.006) and 4.49 higher risk of mortality (p = 0.000). Conclusions: Serum ADA and SII are recommended as predictors of advanced and severe pulmonary TB. These findings indicate that ADA and SII, when elevated together, delineate a high-risk PTB phenotype with greater disease severity and early mortality. The combination offers a pragmatic, biomarker-based approach to risk stratification in PTB. Full article
(This article belongs to the Section Pulmonology)
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10 pages, 1925 KB  
Case Report
Usual Interstitial Pneumonia Pattern and Mycobacteria Lung Diseases: A Case Series
by Maria Angela Licata, Giorgio Monteleone, Enrico Schiavi, Maria Musso, Paola Mencarini, Annelisa Mastrobattista, Serena Maria Carli, Carlotta Cerva, Giacomo Sgalla, Luca Richeldi, Fabrizio Palmieri and Gina Gualano
Infect. Dis. Rep. 2025, 17(2), 28; https://doi.org/10.3390/idr17020028 - 3 Apr 2025
Cited by 1 | Viewed by 3412
Abstract
Background: Interstitial lung diseases (ILDs) are a heterogeneous group of conditions that can cause fibrosis of the lung interstitium, resulting in respiratory failure and death. Patients with an ILD, particularly idiopathic pulmonary fibrosis (IPF) or connective tissue disease-associated ILDs (CTD-ILDs), are prone to [...] Read more.
Background: Interstitial lung diseases (ILDs) are a heterogeneous group of conditions that can cause fibrosis of the lung interstitium, resulting in respiratory failure and death. Patients with an ILD, particularly idiopathic pulmonary fibrosis (IPF) or connective tissue disease-associated ILDs (CTD-ILDs), are prone to develop chronic pulmonary infections such as tuberculosis (TB) and non-tuberculous mycobacterial pulmonary disease (NTM-PD). Methods: This case series examines the management of three ILD patients with a usual interstitial pneumonia (UIP) pattern and concomitant NTM-PD or TB at National Institute for Infectious Diseases “Lazzaro Spallanzani” in Rome, Italy, over three years (2019–2022). Results and Conclusions: Multi-disciplinary discussion (MDD) was crucial to define the therapeutic approach due to the increased risk of side effects and drug interactions. Our work underscored how a comprehensive diagnostic evaluation, enriched by MDD, is useful for optimizing the management and reducing drug-related adverse effects and interactions in ILD patients with cavitary lesions. Full article
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13 pages, 4202 KB  
Case Report
Intraluminal Contrast-Enhanced Ultrasonography Application in Dogs and Cats
by Saran Chhoey, Soyeon Kim, Eunjee Kim, Dongjae Lee, Kroesna Kang, Sath Keo, Jezie Alix Acorda, Junghee Yoon and Jihye Choi
Vet. Sci. 2024, 11(9), 443; https://doi.org/10.3390/vetsci11090443 - 20 Sep 2024
Cited by 1 | Viewed by 3643
Abstract
Administering intraluminal fluid can improve the acoustic window for the visualization of the lumen and wall layers in the cavitary organs. Microbubbles in ultrasound contrast agents can also be used for intracavitary applications to enhance visualization of the lesion in human patients. However, [...] Read more.
Administering intraluminal fluid can improve the acoustic window for the visualization of the lumen and wall layers in the cavitary organs. Microbubbles in ultrasound contrast agents can also be used for intracavitary applications to enhance visualization of the lesion in human patients. However, there was no literature extending the clinical application of intraluminal contrast-enhanced ultrasonography (CEUS) to patients with naturally occurring diseases in veterinary medicine. This case series aims to describe the detailed application and diagnostic value of intraluminal CEUS in six clinical cases with naturally occurring gastrointestinal (GI) and urinary tract diseases. Full article
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19 pages, 6522 KB  
Review
Lung Involvement in Pulmonary Vasculitis: A Radiological Review
by Luca Gozzi, Diletta Cozzi, Giulia Zantonelli, Caterina Giannessi, Simona Giovannelli, Olga Smorchkova, Giulia Grazzini, Elena Bertelli, Alessandra Bindi, Chiara Moroni, Edoardo Cavigli and Vittorio Miele
Diagnostics 2024, 14(13), 1416; https://doi.org/10.3390/diagnostics14131416 - 2 Jul 2024
Cited by 8 | Viewed by 11556
Abstract
Pulmonary vasculitis identifies a heterogeneous group of diseases characterized by inflammation, damage and necrosis of the wall of pulmonary vessels. The most common approach to classify vasculitis is according to etiology, therefore dividing them into primary and secondary, with a further sub-classification of [...] Read more.
Pulmonary vasculitis identifies a heterogeneous group of diseases characterized by inflammation, damage and necrosis of the wall of pulmonary vessels. The most common approach to classify vasculitis is according to etiology, therefore dividing them into primary and secondary, with a further sub-classification of primary vasculitis based on the size of the affected vessels (large, medium, and small). Pulmonary involvement is frequently observed in patients with systemic vasculitis and radiological presentation is not pathognomonic, but may vary between diseases. The main findings using high-resolution computed tomography (HRCT) include small vessel wall thickening, nodular lesions, cavitary lesions, reticular opacities, ground-glass opacities (GGO), consolidations, interlobular septal thickening, tracheobronchial stenosis, and aneurysmal dilatation of pulmonary arteries, with or without pleural effusion. Radiological diagnosis alone is difficult since signs and symptoms of lung vessel involvement are often non-specific and might overlap with other conditions such as infections, connective tissue diseases and neoplasms. Therefore, the aim of this review is to describe the most common radiological features of lung involvement in pulmonary vasculitis so that, alongside detailed clinical history and laboratory tests, a prompt diagnosis can be performed. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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4 pages, 2317 KB  
Interesting Images
Pulmonary and Liver Toxocariasis Mimicking Metastatic Tumors in a Patient with Colon Cancer
by Miju Cheon and Jang Yoo
Diagnostics 2024, 14(1), 58; https://doi.org/10.3390/diagnostics14010058 - 26 Dec 2023
Cited by 2 | Viewed by 3414
Abstract
Toxocariasis is an uncommon cause of multiple cavitary lung lesions and an ill-defined liver lesion. We herein report a patient with lung and liver toxocariasis, which mimicked metastatic lesions of colon cancer on 18F-FDG PET–CT and chest and abdominal CT performed for [...] Read more.
Toxocariasis is an uncommon cause of multiple cavitary lung lesions and an ill-defined liver lesion. We herein report a patient with lung and liver toxocariasis, which mimicked metastatic lesions of colon cancer on 18F-FDG PET–CT and chest and abdominal CT performed for cancer staging after diagnosis of colon cancer. The patient was diagnosed with lung and liver toxocariasis by a positive enzyme-linked immunosorbent assay. Lung toxocariasis may occur as multiple cavitary lung lesions, and liver toxocariasis may appear as a solitary ill-defined nodule, which may be misdiagnosed as metastatic tumors. Clinicians should consider toxocariasis when multiple cavitary lung lesions and a solitary ill-defined focal liver lesion are detected, especially in a patient with cancer. Full article
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23 pages, 6157 KB  
Article
Advancing Tuberculosis Detection in Chest X-rays: A YOLOv7-Based Approach
by Rabindra Bista, Anurag Timilsina, Anish Manandhar, Ayush Paudel, Avaya Bajracharya, Sagar Wagle and Joao C. Ferreira
Information 2023, 14(12), 655; https://doi.org/10.3390/info14120655 - 10 Dec 2023
Cited by 17 | Viewed by 9276
Abstract
In this work, we propose a CAD (computer-aided diagnosis) system using advanced deep-learning models and computer vision techniques that can improve diagnostic accuracy and reduce transmission risks using the YOLOv7 (You Only Look Once, version 7) object detection architecture. The proposed system is [...] Read more.
In this work, we propose a CAD (computer-aided diagnosis) system using advanced deep-learning models and computer vision techniques that can improve diagnostic accuracy and reduce transmission risks using the YOLOv7 (You Only Look Once, version 7) object detection architecture. The proposed system is capable of accurate object detection, which provides a bounding box denoting the area in the X-rays that shows some possibility of TB (tuberculosis). The system makes use of CNNs (Convolutional Neural Networks) and YOLO models for the detection of the consolidation of cavitary patterns of the lesions and their detection, respectively. For this study, we experimented on the TBX11K dataset, which is a publicly available dataset. In our experiment, we employed class weights and data augmentation techniques to address the data imbalance present in the dataset. This technique shows a promising improvement in the model’s performance and thus better generalization. In addition, it also shows that the developed model achieved promising results with a mAP (mean average precision) of 0.587, addressing class imbalance and yielding a robust performance for both obsolete pulmonary TB and active TB detection. Thus, our CAD system, rooted in state-of-the-art deep-learning and computer vision methodologies, not only advances diagnostic accuracy but also contributes to the mitigation of TB transmission risks. The substantial improvement in the model’s performance and the ability to handle class imbalance underscore the potential of our approach for real-world TB detection applications. Full article
(This article belongs to the Special Issue Information Systems in Healthcare)
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5 pages, 252 KB  
Case Report
Isolation of Hafnia alvei from Bronchoalveolar Lavage of an Immunocompetent Host Presenting with Cavitating Pneumonia: Contaminant or Causative?
by Jayleigh Lim, Kenneth Bolger and Brian Canavan
Germs 2023, 13(3), 292-296; https://doi.org/10.18683/germs.2023.1398 - 30 Sep 2023
Cited by 1 | Viewed by 306
Abstract
Introduction: Hafnia alvei is a Gram-negative, facultative anaerobic bacillus that is most often found as an enteric commensal. It is seldom considered to be pathogenic in immunocompetent individuals. Case report: We describe a case of a 23-year-old, previously healthy male, who presented to [...] Read more.
Introduction: Hafnia alvei is a Gram-negative, facultative anaerobic bacillus that is most often found as an enteric commensal. It is seldom considered to be pathogenic in immunocompetent individuals. Case report: We describe a case of a 23-year-old, previously healthy male, who presented to the emergency department with a two-day history of hemoptysis, mild dyspnea, pleuritic chest pain, fevers, and chills. Bloods revealed leukocytosis and elevated C-reactive protein. Chest X-ray and CT of the thorax revealed a cavitating lesion in the right upper lobe. He was commenced on empiric antibiotic treatment with amoxicillin/clavulanate and clarithromycin for community-acquired pneumonia in accordance with local guidelines. He subsequently underwent a bronchoscopy, and the bronchoalveolar lavage sample revealed a heavy growth of H. alvei. Despite the widely documented natural resistance of H. alvei to penicillin, the patient demonstrated complete resolution of his symptoms and initial raised inflammatory markers. Conclusions: We present a case of community-acquired cavitary pneumonia in a previously healthy young adult with H. alvei isolated from bronchoalveolar lavage samples. Parallels are drawn between our case and other cases of H. alvei respiratory isolates in our discussion of its clinical significance. Full article
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13 pages, 902 KB  
Review
Blastomycosis: A Review of Mycological and Clinical Aspects
by Kathleen A. Linder, Carol A. Kauffman and Marisa H. Miceli
J. Fungi 2023, 9(1), 117; https://doi.org/10.3390/jof9010117 - 14 Jan 2023
Cited by 60 | Viewed by 12134
Abstract
Blastomycosis is caused by a thermally dimorphic fungus that thrives in moist acidic soil. Blastomyces dermatitidis is the species responsible for most infections in North America and is especially common in areas around the Great Lakes, the St. Lawrence Seaway, and in several [...] Read more.
Blastomycosis is caused by a thermally dimorphic fungus that thrives in moist acidic soil. Blastomyces dermatitidis is the species responsible for most infections in North America and is especially common in areas around the Great Lakes, the St. Lawrence Seaway, and in several south-central and southeastern United States. Other Blastomyces species have more recently been discovered to cause disease in distinct geographic regions around the world. Infection almost always occurs following inhalation of conidia produced in the mold phase. Acute pulmonary infection ranges from asymptomatic to typical community-acquired pneumonia; more chronic forms of pulmonary infection can present as mass-like lesions or cavitary pneumonia. Infrequently, pulmonary infection can progress to acute respiratory distress syndrome that is associated with a high mortality rate. After initial pulmonary infection, hematogenous dissemination of the yeast form of Blastomyces is common. Most often this is manifested by cutaneous lesions, but osteoarticular, genitourinary, and central nervous system (CNS) involvement also occurs. The diagnosis of blastomycosis can be made by growth of the mold phase of Blastomyces spp. in culture or by histopathological identification of the distinctive features of the yeast form in tissues. Detection of cell wall antigens of Blastomyces in urine or serum provides a rapid method for a probable diagnosis of blastomycosis, but cross-reactivity with other endemic mycoses commonly occurs. Treatment of severe pulmonary or disseminated blastomycosis and CNS blastomycosis initially is with a lipid formulation of amphotericin B. After improvement, therapy can be changed to an oral azole, almost always itraconazole. With mild to moderate pulmonary or disseminated blastomycosis, oral itraconazole treatment is recommended. Full article
(This article belongs to the Special Issue Diagnosis and Treatment of Invasive Pulmonary Fungal Infections)
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5 pages, 1655 KB  
Case Report
A Life-Threatening Infection after Endobronchial Ultrasound Transbronchial Lung Biopsy with Guide Sheath: A Case Report
by Insu Kim, Yeseul Oh, Min Ki Lee and Jung Seop Eom
Medicina 2022, 58(9), 1275; https://doi.org/10.3390/medicina58091275 - 14 Sep 2022
Cited by 1 | Viewed by 2927
Abstract
Background and Objectives: Endobronchial ultrasound transbronchial lung biopsy with guide sheath (EBUS-GS-TBLB) has been regarded as a reasonable diagnostic method with an acceptable diagnostic yield. In addition, EBUS-GS-TBLB is considered safer and less invasive compared to percutaneous needle biopsy and thoracoscopic surgery. However, [...] Read more.
Background and Objectives: Endobronchial ultrasound transbronchial lung biopsy with guide sheath (EBUS-GS-TBLB) has been regarded as a reasonable diagnostic method with an acceptable diagnostic yield. In addition, EBUS-GS-TBLB is considered safer and less invasive compared to percutaneous needle biopsy and thoracoscopic surgery. However, we encountered a case of life-threatening procedure-related fatal infection, which was successfully managed. Case presentation: A 61-year-old man with a 30 pack-year smoking history was referred to our clinic with a necrotic lung mass in the right middle lobe on a chest computed tomography scan. EBUS-GS-TBLB was performed for a pathological diagnosis without immediate complications. Eight days after the procedure, the patient visited the hospital with sudden hemoptysis and severe dyspnea with fever. A chest computed tomography revealed a ruptured lung abscess and pneumonia, developed after EBUS-GS-TBLB. Extracorporeal membrane oxygenation (ECMO) and mechanical ventilation were initiated to manage refractory hypoxia. While maintaining ECMO, video-assisted thoracoscopic surgery was performed at the patient’s bedside in the intensive care unit. After surgery, the patient’s vital signs gradually improved, and a chest computed tomography revealed a reduction in the extent of the lung abscess. Results: Although EBUS-GS-TBLB is minimally invasive and relatively safe when used for the diagnosis of peripheral lung lesions, pulmonary physicians should be aware of this rare but critical complication. Conclusions: We suggest that the careful prescription of prophylactic antibiotics before EBUS-GS-TBLB would be wise if the mass featured a necrotic, cavitary, or cystic lesion. Full article
(This article belongs to the Section Pulmonology)
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