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7 pages, 791 KB  
Case Report
Accidental Ascaridia nymphii Infection Causing Gastrointestinal Impaction and Hepatic Migration in a Domestic Pigeon in California
by Carlos Daniel Gornatti-Churria, Carmen F. Jerry, Heather M. Fritz and Simone T. Stoute
Animals 2026, 16(10), 1464; https://doi.org/10.3390/ani16101464 - 10 May 2026
Viewed by 437
Abstract
Ascaridia nymphii is a roundworm species affecting domestic avian species, initially described in 2015. One pen-reared, 4-year-old, female American Show Racer pigeon (Columba livia f. domestica) was submitted to the California Animal Health and Food Safety Laboratory System (CAHFS) Turlock branch, [...] Read more.
Ascaridia nymphii is a roundworm species affecting domestic avian species, initially described in 2015. One pen-reared, 4-year-old, female American Show Racer pigeon (Columba livia f. domestica) was submitted to the California Animal Health and Food Safety Laboratory System (CAHFS) Turlock branch, University of California–Davis, for postmortem examination and diagnostic work-up. Grossly, large numbers of ascarids were in the lumen of the proventriculus, gizzard, and duodenum, and a small number was present in the lumen of the trachea, esophagus, and crop. A focal, coiled adult nematode was embedded in the hepatic parenchyma. Ascarids were tan and measured approximately 3.5–4.5 cm in length. The liver was moderately enlarged, green-tinged, and had small, firm, and off-white scattered nodules. Microscopically, we observed multifocal to coalescing granulomas containing intralesional nematodes delineated by necrotic debris, multinucleated giant cells, eosinophilic and heterophilic inflammation, hemorrhage, and bacterial colonies in the liver. The genotypic characterization of the Ascaridia sp. in our case (GenBank database accession PX488893) shared 100% identity with A. nymphii isolated from the intestinal tract of a cockatiel (Nymphicus hollandicus) from Japan in 2015 (GenBank database accession LC057210.1) based on PCR and sequence analysis of an 815 bp segment of the 18S rRNA gene. This report describes the accidental A. nymphii infection, which caused severe gastrointestinal impaction and hepatic migration in a domestic pigeon. Full article
(This article belongs to the Special Issue Pathology in Poultry Production)
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19 pages, 4104 KB  
Article
Analysis of Ochetoibus elongatus (Kner) Dietary Habits Based on Digestive System Morphology, Histology, and Intestinal Content Sequencing Technology
by Feng Gao, Zhiliang Zuo, Qifan Wu, Hewei Xiao, Zhitao Peng, Li Zou, Guomin Jiang, Xing Tian, Zhifeng Feng, Xuan Xie and Lu Tian
Animals 2026, 16(9), 1369; https://doi.org/10.3390/ani16091369 - 29 Apr 2026
Viewed by 518
Abstract
Ochetobibus elongatus (Kner) is a migratory fish found in the Yangtze River basin and areas south of it, and listed as a critically endangered (CR) fish on the China Red List of Vertebrates. To achieve group recovery and artificial breeding, this study investigated [...] Read more.
Ochetobibus elongatus (Kner) is a migratory fish found in the Yangtze River basin and areas south of it, and listed as a critically endangered (CR) fish on the China Red List of Vertebrates. To achieve group recovery and artificial breeding, this study investigated the dietary characteristics of O. elongatus based on high-throughput sequencing of its intestinal contents, and its digestive system morphology, and its histology. Results showed that the digestive system of O. elongatus lacked a stomach and mainly consisted of the oropharynx, pharyngeal teeth, esophagus, intestine, and anus. The gut index was 0.88, with clear segmentation of the foregut, midgut, and hindgut, and the visceral mass index was 7.35%. Histological analysis of the digestive system revealed the presence of keratinized dental plates or pharyngeal teeth in the pharynx, as well as a high density of taste bud cells in the soft palate of the oral cavity. The surface layer of the intestinal villi contained numerous mucous cells, with the average number of mucous cells per villus gradually increasing from the esophagus to the hindgut, and the foregut having the longest and most abundant mucosal folds. The esophagus exhibited well-developed circular and longitudinal muscle layers, while in the hindgut, both the circular and longitudinal muscle layers were slightly thicker than those in the midgut. High-throughput sequencing of the intestinal contents of O. elongatus revealed the following phyla based on 18S V4 meta-barcoding: Chlorophyta, Diatoms, Arthropoda, Basidiomycetes, and Ascomycetes, with the genus Hypophthalmichthys and algae being the main classifications. In contrast, based on COI meta-barcoding, the study newly identified the phyla Cnidaria and Mollusca, with the genera Chlorophyta, Scenedesmus, Pectinodesmus, and zooplankton such as Pseudodiaptomus. Metagenomic sequencing revealed that the gut microbiota at the phylum level was predominantly composed of Pseudomonadota, Ascomycota, Basidiomycota, Chytridiomycota, and Bacillota, with key genera including Cetobacter, Pseudomonas, Acinetobacter, Aeromonas, and Clostridium. This study indicates that O. elongatus is an omnivore with carnivorous tendencies. Basic biological research on O. elongatus is of great significance for the restoration of the population, artificial breeding, and the development of its artificially formulated feed. It also provides important data for the formulation of biodiversity conservation measures. Full article
(This article belongs to the Special Issue Fish Nutrition, Physiology and Management: Second Edition)
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23 pages, 5325 KB  
Article
Localization and Expression of Aquaporin 0 (AQP0/MIP) in the Tissues of the Spiny Dogfish (Squalus acanthias)
by Christopher P. Cutler, Casi R. Curry, Fallon S. Hall and Tolulope Ojo
Int. J. Mol. Sci. 2026, 27(3), 1317; https://doi.org/10.3390/ijms27031317 - 28 Jan 2026
Cited by 1 | Viewed by 553
Abstract
The aquaporin 0 (AQP0)/major intrinsic protein of eye lens (MIP) cDNA was cloned and sequenced. Initial studies of the tissue distribution of mRNA expression proved to be incorrect. Subsequent experiments showed that AQP0 mRNA is expressed strongly in the eye with [...] Read more.
The aquaporin 0 (AQP0)/major intrinsic protein of eye lens (MIP) cDNA was cloned and sequenced. Initial studies of the tissue distribution of mRNA expression proved to be incorrect. Subsequent experiments showed that AQP0 mRNA is expressed strongly in the eye with moderately strong expression in the kidneys and some expression was seen in the brain and muscle tissue, and very low expression in the esophagus/fundic stomach. Another set of PCR reactions with five times the amount of cDNA additionally showed mRNA/cDNA expression in the liver, rectal gland, and a very low level in the intestine. Sporadic expression of different pieces of AQP0 cDNA was seen in various experiments in gill and pyloric stomach. A custom polyclonal antibody was produced against a region near the C-terminal end of the AQP0 protein sequence. The antibody gave a band of around the correct size (for the AQP0 protein) on the Western blot, which also showed a few other higher-molecular-weight bands. The antibody was also used in immunohistochemistry, and in the kidney, it showed staining in the proximal II (PII), intermediate segment I (IS I), and late distal tubule (LDT) parts of the sinus zone region of nephrons as well as some staining in the bundle zone tubule segments, suggesting a role for AQP0 as a water channel. In the rectal gland, the antibody showed weak apical membrane staining in a few secretory tubules near the duct, but also somewhat stronger staining in cells appearing to connect various secretory tubules, suggesting a role in cell–cell adhesion. In the spiral valve intestine side wall and valve flap, after signal amplification, weak antibody staining was seen in the apical and lateral membranes of epithelial cells adjacent to the luminal surface. There was also some staining in the intestinal muscle. In the rectum/colon, staining was seen in a layer of cells underlying the epithelium and in some muscle layers. In the gill, there was very weak staining in secondary lamellae epithelial cells and in connective tissue surrounding blood vessels and blood sinuses. The low level of transcript expression in the rectal gland, gill, and intestinal tissues suggests caution in the interpretation of the immunohistochemical staining in these tissues. Full article
(This article belongs to the Special Issue New Insights into Aquaporins: 2nd Edition)
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4 pages, 2634 KB  
Interesting Images
Fusion Imaging of 18F-FDG PET and MRI Identified an Inflammatory Esophageal Diverticulum in a Patient with Radioiodine-Refractory Differentiated Thyroid Cancer
by Jiamiao Yang, Peng Zhong, Jiahuan Yang, Xusen Yang and Libo Chen
Diagnostics 2026, 16(2), 188; https://doi.org/10.3390/diagnostics16020188 - 7 Jan 2026
Viewed by 546
Abstract
A radioiodine-refractory differentiated thyroid cancer patient with rising serum thyroglobulin (Tg) levels underwent 18F-FDG PET/CT scan, which showed a hypermetabolic region in the proximal segment of esophagus, leading to ambiguity in diagnosis. MRI was immediately added, and PET/MRI fusion image localized an [...] Read more.
A radioiodine-refractory differentiated thyroid cancer patient with rising serum thyroglobulin (Tg) levels underwent 18F-FDG PET/CT scan, which showed a hypermetabolic region in the proximal segment of esophagus, leading to ambiguity in diagnosis. MRI was immediately added, and PET/MRI fusion image localized an air-containing lesion interlinked with esophagus with enhanced T2 hyperintense mucosal signal, indicating an inflammatory esophageal diverticulum, which was subsequently verified by endoscopy. This case highlights the added value of PET/MRI image fusion in cases with inconclusive 18F-FDG PET/CT findings, requiring no additional tests and utilizing existing software, thereby minimizing the need for invasive procedures. Full article
(This article belongs to the Section Medical Imaging and Theranostics)
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12 pages, 588 KB  
Article
The Impact of Neoadjuvant Chemoradiation Therapy on Non-Tumorous Barrett’s Dysplasia of the Esophagus: A Multicenter Cohort Study
by Vismaya S. Bachu, Jay M. Lee, Hanlin L. Wang, Phillip Kozan, Melanie Ramirez, Jose Garcia-Corella, Kevin A. Ghassemi, Venkataraman Muthusamy and Danny Issa
J. Clin. Med. 2026, 15(1), 285; https://doi.org/10.3390/jcm15010285 - 30 Dec 2025
Viewed by 615
Abstract
Background/Objectives: Barrett’s esophagus (BE) is a precursor to esophageal adenocarcinoma (EAC), and neoadjuvant chemoradiation therapy (NCRT) is commonly used in the treatment of EAC. However, the impact of NCRT on non-tumorous BE and dysplasia is poorly understood. Our study aims to evaluate [...] Read more.
Background/Objectives: Barrett’s esophagus (BE) is a precursor to esophageal adenocarcinoma (EAC), and neoadjuvant chemoradiation therapy (NCRT) is commonly used in the treatment of EAC. However, the impact of NCRT on non-tumorous BE and dysplasia is poorly understood. Our study aims to evaluate the effects of NCRT on BE segment length and dysplasia in patients undergoing esophagectomy for EAC. Methods: This multicenter, retrospective cohort study includes EAC patients who underwent esophagectomy with or without NCRT between 2014 and 2020. Patients with histologically confirmed BE and dysplasia (low- or high-grade) were analyzed. Preoperative and postoperative pathology were compared to assess BE regression, dysplastic changes, and segment length. Statistical analyses included chi-square and t-tests, with p < 0.05 considered significant. Results: Of 101 patients who were diagnosed with EAC, 28 patients were found to have BE, with 18 receiving NCRT in addition to surgery and 10 undergoing surgery alone. The NCRT group showed significantly higher BE regression than the control group (77.8% versus 10%, p < 0.001). Regression of dysplasia occurred in 66.7% of the NCRT group versus 20% of the control group (p = 0.079) and residual dysplasia was lower in the NCRT group (33.3%) compared to the control group (80%) (p = 0.018). Conclusions: NCRT significantly reduces BE and dysplasia, suggesting it may improve surgical outcomes by minimizing residual disease. These findings support the potential of NCRT to enhance surgical precision in EAC treatment, though further research is needed to explore underlying mechanisms and refine treatment strategies. Full article
(This article belongs to the Special Issue Diagnosis, Treatment, and Management of Gastrointestinal Oncology)
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15 pages, 640 KB  
Perspective
Upper Gastrointestinal Crohn’s Disease: Shedding Light on the Obscure L4 Classification Meaning
by Francesca Lusetti, Cristina Bezzio, Alice De Bernardi, Michele Puricelli, Gianpiero Manes and Simone Saibeni
J. Clin. Med. 2025, 14(22), 8260; https://doi.org/10.3390/jcm14228260 - 20 Nov 2025
Cited by 2 | Viewed by 3275
Abstract
Background/Objectives: Upper gastrointestinal Crohn’s disease (UGI-CD) is inconsistently defined and often underrecognized, obscuring epidemiology, complicating diagnosis, and delaying tailored care. The absence of a unified, operational definition with segment-specific criteria hinders reproducibility and comparability across studies. Methods: We performed a narrative [...] Read more.
Background/Objectives: Upper gastrointestinal Crohn’s disease (UGI-CD) is inconsistently defined and often underrecognized, obscuring epidemiology, complicating diagnosis, and delaying tailored care. The absence of a unified, operational definition with segment-specific criteria hinders reproducibility and comparability across studies. Methods: We performed a narrative synthesis of adult and pediatric studies and major guidelines, examining definitions, prevalence, diagnosis, and management. Where possible, findings were mapped to upper GI segments (esophagus, stomach, duodenum, proximal small bowel). Results: Definitions of UGI-CD are heterogeneous. Prevalence varies widely and rises with systematic foregut assessment; isolated upper GI disease without ileocolonic involvement is rare. Diagnosis relies on esophagogastroduodenoscopy with biopsies, complemented by cross-sectional imaging and enteroscopy. Management should extend beyond standard ileocolonoscopy, with segment-tailored monitoring. Anti-TNF agents show the most consistent efficacy in esophagogastroduodenal disease, whereas benefits are attenuated in proximal small bowel involvement. For stricturing disease, endoscopic balloon dilation is suitable for short, non-penetrating strictures but often requires repetition; surgery is preferred for complex anatomy or failed dilation. A short summary of the article’s main findings is provided. Conclusions: UGI-CD remains poorly standardized across definition, epidemiology, and management. We propose a pragmatic diagnostic and monitoring pathway and highlight priorities for research: segment-based reporting, inclusion of upper GI-only cohorts, and validation of treatment targets aligned with treat-to-target care—steps essential to improve early recognition and patient outcomes. Full article
(This article belongs to the Section Gastroenterology & Hepatopancreatobiliary Medicine)
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9 pages, 2155 KB  
Review
Esophageal Injury in Patients with Ankylosing Spondylitis After Cervical Spine Trauma: Our Case Series and Narrative Review
by Nenad Koruga, Alen Rončević, Mario Špoljarić, Tomislav Ištvanić, Stjepan Ištvanić, Vedran Farkaš, Klemen Grabljevec, Anđela Grgić, Tatjana Rotim, Tajana Turk, Domagoj Kretić and Anamarija Soldo Koruga
Medicina 2025, 61(10), 1855; https://doi.org/10.3390/medicina61101855 - 16 Oct 2025
Cited by 1 | Viewed by 1543
Abstract
Introduction: Ankylosing spondylitis (AS) is a chronic inflammatory disorder that causes progressive ossification and fusion of the spine, particularly in the cervical region. This results in a rigid spinal column that is highly susceptible to unstable fractures, even after low-energy trauma. Cervical [...] Read more.
Introduction: Ankylosing spondylitis (AS) is a chronic inflammatory disorder that causes progressive ossification and fusion of the spine, particularly in the cervical region. This results in a rigid spinal column that is highly susceptible to unstable fractures, even after low-energy trauma. Cervical fractures in AS are often complex, extending through multiple spinal segments, and are associated with a high risk of neurological compromise. Esophageal injury associated with such fractures is rare but clinically significant, as the anatomical vicinity of the esophagus makes it vulnerable to direct trauma, delayed perforation, or secondary damage from fracture displacement and hardware failure. Aim: The purpose of this review is to present and highlight the clinical relevance of esophageal injury in cervical spine trauma among patients with AS, emphasizing the diagnostic challenges and surgical treatment in order to improve outcomes. Results: Esophageal injuries in the context of AS-related cervical trauma are frequently overlooked due to subtle clinical manifestations such as dysphagia, subcutaneous emphysema, or covert signs of mediastinitis. Plain radiographs are insufficient to identify such complications; advanced imaging modalities are often required for detection. Management is complex and usually demands a multidisciplinary approach, involving both stabilization of the cervical spine and repair of the esophagus. Despite treatment efforts, these patients remain at increased risk for morbidity and mortality, mainly due to infection and sepsis. Conclusions: Esophageal injury in cervical spine trauma associated with AS is an uncommon but life-threatening condition. Early recognition, comprehensive radiologic evaluation, and careful surgical planning are crucial for optimal management. Heightened clinical suspicion and awareness of this rare complication are essential to improve diagnostic accuracy and patient outcomes. Full article
(This article belongs to the Section Neurology)
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11 pages, 1823 KB  
Article
Characteristics and Neoplastic Progression in Barrett’s Esophagus: A Large Population-Based Study from Iceland
by Ken Namikawa, Melkorka Sverrisdottir, Hilmar Freyr Fridgeirsson, Hjalti Dagur Hjaltason, Helgi Kristinn Sigmundsson, Jon Gunnlaugur Jonasson, Einar Stefan Bjornsson and Magnus Konradsson
Diagnostics 2025, 15(6), 684; https://doi.org/10.3390/diagnostics15060684 - 11 Mar 2025
Viewed by 4231
Abstract
Background: Barrett’s esophagus (BE) is a known precursor to esophageal adenocarcinoma (EAC). However, reports on incidence and progression-to-neoplasm rates have been very variable and conflicting. The aims of the study were to evaluate the characteristics of BE and its progression to neoplasm in [...] Read more.
Background: Barrett’s esophagus (BE) is a known precursor to esophageal adenocarcinoma (EAC). However, reports on incidence and progression-to-neoplasm rates have been very variable and conflicting. The aims of the study were to evaluate the characteristics of BE and its progression to neoplasm in a large homogeneous population. Methods: This was a retrospective population-based study with patients identified from 11 institutions through the databases in two centralized pathology laboratories. Demographics and relevant clinicopathological features were obtained from medical records among patients with a pathologically confirmed BE by the presence of intestinal metaplasia between 2003 and 2022. Results: A total of 1388 patients were identified with BE: 948 were men (69%); the median age at diagnosis was 62 years (IQR, 53–72). The ratio of long-segment BE to short-segment BE was significantly higher in patients ≥ 60 years (1.15, 284/248) than those ≤ 60 years (0.77, 205/265) (p = 0.0025). At BE diagnosis, 9.4% had neoplasms: LGD (n = 65), HGD (n = 16), and EAC (n = 49). Among 1258 non-dysplastic BE (NDBE) patients, 4.6% developed a neoplasm—LGD (n = 35), HGD (n = 8), and EAC (n = 15)—with a median observation-period of 5 years (IQR, 3–7). Overall, 160 cases with neoplasms were diagnosed in this BE cohort; 130 (74%) were present at initial BE diagnosis, and 58 (26%) progressed to neoplasms from NDBE. Conclusions: The ratio of long-segment BE was found to be significantly higher in patients ≥ 60 years. Around 9% of the patients were diagnosed as harboring a neoplasm concomitantly with BE, accounting for approximately 74% of all neoplasms. After a median follow-up of 5 years, about 5% of BE showed dysplastic or malignant progression. Full article
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22 pages, 37493 KB  
Article
Morphology and Histology of the Digestive System of Japanese Mantis Shrimp (Oratosquilla oratoria)
by Ran Wang, Fangrui Lou, Pei Yang, Shengyao Qiu and Lei Wang
Fishes 2025, 10(2), 71; https://doi.org/10.3390/fishes10020071 - 10 Feb 2025
Cited by 2 | Viewed by 6873
Abstract
This study investigated the characteristics of the digestive system in adult Japanese mantis shrimp (Oratosquilla oratoria), which is a species of carnivorous crustacean, with a focus on morphological and histological analysis. The digestive system of O. oratoria includes the mouthparts, the [...] Read more.
This study investigated the characteristics of the digestive system in adult Japanese mantis shrimp (Oratosquilla oratoria), which is a species of carnivorous crustacean, with a focus on morphological and histological analysis. The digestive system of O. oratoria includes the mouthparts, the esophagus, cardiac stomach, pyloric stomach, midgut, hindgut, anus and hepatopancreas. The histological structure of each organ is composed of the mucosal epithelial layer, submucous layer, muscularis, and outer membrane. Besides, the foregut is covered with a diverse chitinous layer. The labrum is densely populated with minor salivary glands. The mandibular-gastric mill apparatus and evenly arranged bifurcated setae are observed in the cardiac stomach. The secondary filter of the pyloric stomach is subtly intricate, with fine spicules and seta plate. The midgut, being the longest segment of the digestive tract and accounting for 59.39% of body length, has villi covered with dense microvilli. The hindgut also forms villi, but the height of the villi (695.96 μm) is 3.20 times that of the midgut (217.41 μm). The hepatopancreas encircles the entire pyloric stomach, midgut, and hindgut. The hepatosomatic index is approximately 3.83%. Full article
(This article belongs to the Section Sustainable Aquaculture)
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11 pages, 5482 KB  
Case Report
Unique Subclavian Vascular Ring Anomaly: Insights from CT Angiography
by Radu Octavian Baz, Mihaly Enyedi, Cristian Scheau, Andreea Cristiana Didilescu, Radu Andrei Baz and Cosmin Niscoveanu
Life 2025, 15(1), 77; https://doi.org/10.3390/life15010077 - 10 Jan 2025
Cited by 1 | Viewed by 2771
Abstract
Aortic arch anomalies represent a range of congenital vascular malformations resulting from disruptions in the typical embryological development of the aortic arch and its branches. These anomalies, which vary widely in their presentation, can lead to significant clinical symptoms depending on their structure [...] Read more.
Aortic arch anomalies represent a range of congenital vascular malformations resulting from disruptions in the typical embryological development of the aortic arch and its branches. These anomalies, which vary widely in their presentation, can lead to significant clinical symptoms depending on their structure and position. We report the case of a 75-year-old male with intermittent hypertension, palpitations, and episodic warmth in the upper body. Computed tomography (CT) angiography revealed an atypical aortic arch anatomy with a unique right subclavian artery anomaly. The aortic arch displayed a typical orientation but included an additional arterial branch arising from the medial wall of the descending aorta. This aberrant branch with a tortuous aspect coursed posteriorly around the esophagus and merged with the subclavian branch of the brachiocephalic trunk, forming a vascular ring. A possible embryological hypothesis requires the persistence of both the distal segment of the right dorsal aorta and the right seventh intersegmental artery, as well as the right fourth aortic arch; however, the imaging aspect of our patient is not that of a classic double aortic arch. This case emphasizes the importance of advanced imaging techniques, such as CT angiography, in identifying and managing rare vascular anomalies that may influence patient care and clinical outcomes. Full article
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14 pages, 1789 KB  
Article
Multi-Centered Pre-Treatment CT-Based Radiomics Features to Predict Locoregional Recurrence of Locally Advanced Esophageal Cancer After Definitive Chemoradiotherapy
by Nuo Yu, Xiaolin Ge, Lijing Zuo, Ying Cao, Peipei Wang, Wenyang Liu, Lei Deng, Tao Zhang, Wenqing Wang, Jianyang Wang, Jima Lv, Zefen Xiao, Qinfu Feng, Zongmei Zhou, Nan Bi, Wencheng Zhang and Xin Wang
Cancers 2025, 17(1), 126; https://doi.org/10.3390/cancers17010126 - 3 Jan 2025
Cited by 3 | Viewed by 2107
Abstract
Purpose: We constructed a prediction model to predict a 2-year locoregional recurrence based on the clinical features and radiomic features extracted from the machine learning method using computed tomography (CT) before definite chemoradiotherapy (dCRT) in locally advanced esophageal cancer. Patients and methods [...] Read more.
Purpose: We constructed a prediction model to predict a 2-year locoregional recurrence based on the clinical features and radiomic features extracted from the machine learning method using computed tomography (CT) before definite chemoradiotherapy (dCRT) in locally advanced esophageal cancer. Patients and methods: A total of 264 patients (156 in Beijing, 87 in Tianjin, and 21 in Jiangsu) were included in this study. All those locally advanced esophageal cancer patients received definite radiotherapy and were randomly divided into five subgroups with a similar number and divided into training groups and validation groups by five cross-validations. The esophageal tumor and extratumoral esophagus were segmented to extract radiomic features from the gross tumor volume (GTV) drawn by radiation therapists before radiotherapy, and six clinical features associated with prognosis were added. T stage, N stage, M stage, total TNM stage, GTV, and GTVnd volume were included to construct a prediction model to predict the 2-year locoregional recurrence of patients after definitive radiotherapy. Results: A total of 264 patients were enrolled from August 2012 to April 2018, with a median age of 62 years and 81% were males. The 2-year locoregional recurrence rate was 52.6%, and the 2-year overall survival rate was 45.6%. About 66% of patients received concurrent chemotherapy. In total, we extracted 786 radiomic features from CT images and the Principal Component Analysis (PCA) method was used to screen out the maximum 30 features. Finally, the Support Vector Machine (SVM) method was used to construct the integrated prediction model combining radiomics and clinical features. In the five training groups for predicting locoregional recurrence, the mean value of C-index was 0.9841 (95%CI, 0.9809–0.9873), and in the five validation groups, the mean value was 0.744 (95%CI, 0.7437–0.7443). Conclusions: The integrated radiomics model could predict the 2-year locoregional recurrence after dCRT. The model showed promising results and could help guide treatment decisions by identifying high-risk patients and enabling strategies to prevent early recurrence. Full article
(This article belongs to the Section Cancer Therapy)
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23 pages, 776 KB  
Systematic Review
Performance of Commercial Deep Learning-Based Auto-Segmentation Software for Breast Cancer Radiation Therapy Planning: A Systematic Review
by Curtise K. C. Ng
Multimodal Technol. Interact. 2024, 8(12), 114; https://doi.org/10.3390/mti8120114 - 20 Dec 2024
Cited by 5 | Viewed by 3875
Abstract
As yet, no systematic review on commercial deep learning-based auto-segmentation (DLAS) software for breast cancer radiation therapy (RT) planning has been published, although NRG Oncology has highlighted the necessity for such. The purpose of this systematic review is to investigate the performances of [...] Read more.
As yet, no systematic review on commercial deep learning-based auto-segmentation (DLAS) software for breast cancer radiation therapy (RT) planning has been published, although NRG Oncology has highlighted the necessity for such. The purpose of this systematic review is to investigate the performances of commercial DLAS software packages for breast cancer RT planning and methods for their performance evaluation. A literature search was conducted with the use of electronic databases. Fifteen papers met the selection criteria and were included. The included studies evaluated eight software packages (Limbus Contour, Manteia AccuLearning, Mirada DLCExpert, MVision.ai Contour+, Radformation AutoContour, RaySearch RayStation, Siemens syngo.via RT Image Suite/AI-Rad Companion Organs RT, and Therapanacea Annotate). Their findings show that the DLAS software could contour ten organs at risk (body, contralateral breast, esophagus-overlapping area, heart, ipsilateral humeral head, left and right lungs, liver, and sternum and trachea) and three clinical target volumes (CTVp_breast, CTVp_chestwall, and CTVn_L1) up to the clinically acceptable standard. This can contribute to 45.4%–93.7% contouring time reduction per patient. Although NRO Oncology has suggested that every clinical center should conduct its own DLAS software evaluation before clinical implementation, such testing appears particularly crucial for Manteia AccuLearning, Mirada DLCExpert, and MVision.ai Contour+ as a result of the methodological weaknesses of the corresponding studies such as the use of small datasets collected retrospectively from single centers for the evaluation. Full article
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10 pages, 4955 KB  
Article
Development of an Artificial Intelligence Diagnostic System Using Linked Color Imaging for Barrett’s Esophagus
by Tsutomu Takeda, Daisuke Asaoka, Hiroya Ueyama, Daiki Abe, Maiko Suzuki, Yoshihiro Inami, Yasuko Uemura, Momoko Yamamoto, Tomoyo Iwano, Ryota Uchida, Hisanori Utsunomiya, Shotaro Oki, Nobuyuki Suzuki, Atsushi Ikeda, Yoichi Akazawa, Kohei Matsumoto, Kumiko Ueda, Mariko Hojo, Shuko Nojiri, Tomohiro Tada and Akihito Nagaharaadd Show full author list remove Hide full author list
J. Clin. Med. 2024, 13(7), 1990; https://doi.org/10.3390/jcm13071990 - 29 Mar 2024
Cited by 6 | Viewed by 3294
Abstract
Background: Barrett’s esophagus and esophageal adenocarcinoma cases are increasing as gastroesophageal reflux disease increases. Using artificial intelligence (AI) and linked color imaging (LCI), our aim was to establish a method of diagnosis for short-segment Barrett’s esophagus (SSBE). Methods: We retrospectively selected 624 consecutive [...] Read more.
Background: Barrett’s esophagus and esophageal adenocarcinoma cases are increasing as gastroesophageal reflux disease increases. Using artificial intelligence (AI) and linked color imaging (LCI), our aim was to establish a method of diagnosis for short-segment Barrett’s esophagus (SSBE). Methods: We retrospectively selected 624 consecutive patients in total at our hospital, treated between May 2017 and March 2020, who experienced an esophagogastroduodenoscopy with white light imaging (WLI) and LCI. Images were randomly chosen as data for learning from WLI: 542 (SSBE+/− 348/194) of 696 (SSBE+/− 444/252); and LCI: 643 (SSBE+/− 446/197) of 805 (SSBE+/− 543/262). Using a Vision Transformer (Vit-B/16-384) to diagnose SSBE, we established two AI systems for WLI and LCI. Finally, 126 WLI (SSBE+/− 77/49) and 137 LCI (SSBE+/− 81/56) images were used for verification purposes. The accuracy of six endoscopists in making diagnoses was compared to that of AI. Results: Study participants were 68.2 ± 12.3 years, M/F 330/294, SSBE+/− 409/215. The accuracy/sensitivity/specificity (%) of AI were 84.1/89.6/75.5 for WLI and 90.5/90.1/91.1/for LCI, and those of experts and trainees were 88.6/88.7/88.4, 85.7/87.0/83.7 for WLI and 93.4/92.6/94.6, 84.7/88.1/79.8 for LCI, respectively. Conclusions: Using AI to diagnose SSBE was similar in accuracy to using a specialist. Our finding may aid the diagnosis of SSBE in the clinic. Full article
(This article belongs to the Special Issue Recent Advances in Gastrointestinal Endoscopy)
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9 pages, 1279 KB  
Communication
ATP-Induced Contractile Response of Esophageal Smooth Muscle in Mice
by Yuji Suzuki, Yasutake Shimizu and Takahiko Shiina
Int. J. Mol. Sci. 2024, 25(4), 1985; https://doi.org/10.3390/ijms25041985 - 6 Feb 2024
Cited by 4 | Viewed by 2887
Abstract
The tunica muscularis of mammalian esophagi is composed of striated muscle and smooth muscle. Contraction of the esophageal striated muscle portion is mainly controlled by cholinergic neurons. On the other hand, smooth muscle contraction and relaxation are controlled not only by cholinergic components [...] Read more.
The tunica muscularis of mammalian esophagi is composed of striated muscle and smooth muscle. Contraction of the esophageal striated muscle portion is mainly controlled by cholinergic neurons. On the other hand, smooth muscle contraction and relaxation are controlled not only by cholinergic components but also by non-cholinergic components in the esophagus. Adenosine triphosphate (ATP) is known to regulate smooth muscle contraction and relaxation in the gastrointestinal tract via purinergic receptors. However, the precise mechanism of purinergic regulation in the esophagus is still unclear. Therefore, the aim of the present study was to clarify the effects of ATP on the mechanical responses of the esophageal muscle in mice. An isolated segment of the mouse esophagus was placed in a Magnus’s tube and longitudinal mechanical responses were recorded. Exogenous application of ATP induced contractile responses in the esophageal preparations. Tetrodotoxin, a blocker of voltage-dependent sodium channels in neurons and striated muscle, did not affect the ATP-induced contraction. The ATP-evoked contraction was blocked by pretreatment with suramin, a purinergic receptor antagonist. RT-PCR revealed the expression of mRNA of purinergic receptor genes in the mouse esophageal tissue. The findings suggest that purinergic signaling might regulate the motor activity of mouse esophageal smooth muscle. Full article
(This article belongs to the Collection Feature Papers in Molecular Neurobiology)
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Article
Advancing Barrett’s Esophagus Segmentation: A Deep-Learning Ensemble Approach with Data Augmentation and Model Collaboration
by Jiann-Der Lee and Chih Mao Tsai
Bioengineering 2024, 11(1), 47; https://doi.org/10.3390/bioengineering11010047 - 2 Jan 2024
Cited by 1 | Viewed by 2502
Abstract
This approach provides a thorough investigation of Barrett’s esophagus segmentation using deep-learning methods. This study explores various U-Net model variants with different backbone architectures, focusing on how the choice of backbone influences segmentation accuracy. By employing rigorous data augmentation techniques and ensemble strategies, [...] Read more.
This approach provides a thorough investigation of Barrett’s esophagus segmentation using deep-learning methods. This study explores various U-Net model variants with different backbone architectures, focusing on how the choice of backbone influences segmentation accuracy. By employing rigorous data augmentation techniques and ensemble strategies, the goal is to achieve precise and robust segmentation results. Key findings include the superiority of DenseNet backbones, the importance of tailored data augmentation, and the adaptability of training U-Net models from scratch. Ensemble methods are shown to enhance segmentation accuracy, and a grid search is used to fine-tune ensemble weights. A comprehensive comparison with the popular Deeplabv3+ architecture emphasizes the role of dataset characteristics. Insights into training saturation help optimize resource utilization, and efficient ensembles consistently achieve high mean intersection over union (IoU) scores, approaching 0.94. This research marks a significant advancement in Barrett’s esophagus segmentation. Full article
(This article belongs to the Special Issue Optical Techniques for Biomedical Engineering)
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