Development and validation of a self-attention network-based algorithm to detect mediastinal lesions on computed tomography images.

Background: Diagnosis of mediastinal lesions on computed tomography (CT) images is challenging for radiologists, as numerous conditions can present as mass-like lesions at this site. This study aimed to develop a self-attention network-based algorithm to detect mediastinal lesions on CT images and to evaluate its efficacy in lesion detection. Methods: In this study, two separate large-scale open datasets [National Institutes of Health (NIH) DeepLesion and Medical Image Computing and Computer Assisted Intervention (MICCAI) 2022 Mediastinal Lesion Analysis (MELA) Challenge] were collected to develop a self-attention network-based algorithm for mediastinal lesion detection. We enrolled 921 abnormal CT images from the NIH DeepLesion dataset into the pretraining stage and 880 abnormal CT images from the MELA Challenge dataset into the model training and validation stages in a ratio of 8:2 at the patient level. The average precision (AP) and confidence score on lesion detection were evaluated in the validation set. Sensitivity to lesion detection was compared between the faster region-based convolutional neural network (R-CNN) model and the proposed model. Results: The proposed model achieved an 89.3% AP score in mediastinal lesion detection and could identify comparably large lesions with a high confidence score >0.8. Moreover, the proposed model achieved a performance boost of almost 2% in the competition performance metric (CPM) compared to the faster R-CNN model. In addition, the proposed model can ensure an outstanding sensitivity with a relatively low false-positive rate by setting appropriate threshold values. Conclusions: The proposed model showed excellent performance in detecting mediastinal lesions on CT. Thus, it can drastically reduce radiologists' workload, improve their performance, and speed up the reporting time in everyday clinical practice.

Advances in Immunotherapy for Malignant Pleural Mesothelioma: From Emerging Strategies to Translational Insights.

MPM stands as a rare malignancy necessitating improved therapeutic strategies due to its limited treatment choices and unfavorable prognosis. The advent of immune checkpoint inhibitors has heralded a paradigm shift in the therapeutic landscape of MPM, offering promising avenues across diverse clinical scenarios. In the context of advanced stages of the disease, Immune check-point inhibitors targeting programmed cell death protein 1 (PD-1) and cytotoxic T-lymphocyte-as-sociated protein 4 (CTLA-4), have exhibited encouraging potential in clinical trials, particularly manifesting efficacy among patients exhibiting disease progression following chemotherapy regimens. Innovative combination regimens, exemplified by the concurrent administration of nivolumab and ipilimumab, have demonstrated marked improvement in survival and patient's benefits. A deeper comprehension of the intricate genetic underpinnings of MPM, encompassing key mutations such as cyclin-dependent kinase inhibitor 2A (CDKN2A), neurofibromin 2 (NF2), and BRCA1-associated protein 1 (BAP1) mutations, has elucidated novel avenues for targeted therapeutic interventions. This review accentuates the transformative capacity of immunotherapy in revolutionizing the therapeutic outlook for MPM, thereby potentially translating into augmented survival rates and offering glimpses of new approaches on the horizon. Despite the persisting challenges, the synergistic crossroads of interdisciplinary research and collaborative clinical endeavors portend a hopeful landscape for MPM treatment.

El mesotelioma pleural maligno (MPM) es una neoplasia poco frecuente que requiere una mejora de las estrategias terapéuticas debido a sus limitadas opciones de tratamiento y a su pronóstico desfavorable. La llegada de los inhibidores de los puntos de control inmunitario ha supuesto un cambio de paradigma en el panorama terapéutico del MPM, ofreciendo vías prometedoras en diversos escenarios clínicos. En el contexto de los estadios avanzados de la enfermedad, los inhibidores de puntos de control inmunitario dirigidos contra la proteína de muerte celular programada 1 (PD-1) y la proteína 4 asociada a los linfocitos T citotóxicos (CTLA-4) han mostrado un potencial alentador en los ensayos clínicos, sobre todo por su eficacia en los pacientes con progresión de la enfermedad tras los regímenes de quimioterapia. Los regímenes combinados innovadores, ejemplificados por la administración concurrente de nivolumab e ipilimumab, han demostrado una mejora significativa de la supervivencia y de los beneficios para los pacientes. Una comprensión más profunda de los complejos fundamentos genéticos del MPM, que abarca mutaciones clave como el inhibidor de la cinasa dependiente de ciclina 2A (CDKN2A), la neurofibromina 2 (NF2) y las mutaciones de la proteína 1 asociada a BRCA1 (BAP1), ha dilucidado nuevas vías para el desarrollo de intervenciones terapéuticas dirigidas. Esta revisión acentúa la capacidad transformadora de la inmunoterapia para revolucionar las perspectivas terapéuticas en el MPM, lo que podría traducirse en un aumento de las tasas de supervivencia y ofrecer nuevos enfoques terapéuticos en el horizonte próximo. A pesar de los retos persistentes, el cruce sinérgico de la investigación interdisciplinar y los esfuerzos clínicos de colaboración auguran un panorama esperanzador en el tratamiento de los MPM.

Noncontiguous operon atlas for the Staphylococcus aureus genome.

Bacteria synchronize the expression of genes with related functions by organizing genes into operons so that they are cotranscribed together in a single polycistronic messenger RNA. However, some cellular processes may benefit if the simultaneous production of the operon proteins coincides with the inhibition of the expression of an antagonist gene. To coordinate such situations, bacteria have evolved noncontiguous operons (NcOs), a subtype of operons that contain one or more genes that are transcribed in the opposite direction to the other operon genes. This structure results in overlapping transcripts whose expression is mutually repressed. The presence of NcOs cannot be predicted computationally and their identification requires a detailed knowledge of the bacterial transcriptome. In this study, we used direct RNA sequencing methodology to determine the NcOs map in the Staphylococcus aureus genome. We detected the presence of 18 NcOs in the genome of S. aureus and four in the genome of the lysogenic prophage 80α. The identified NcOs comprise genes involved in energy metabolism, metal acquisition and transport, toxin-antitoxin systems, and control of the phage life cycle. Using the menaquinone operon as a proof of concept, we show that disarrangement of the NcO architecture results in a reduction of bacterial fitness due to an increase in menaquinone levels and a decrease in the rate of oxygen consumption. Our study demonstrates the significance of NcO structures in bacterial physiology and emphasizes the importance of combining operon maps with transcriptomic data to uncover previously unnoticed functional relationships between neighbouring genes.

Emotionally expressive interdependence in Latin America: Triangulating through a comparison of three cultural zones.

Evidence suggests that Latin Americans display elevated levels of emotional expressivity and positivity. Here, we tested whether Latin Americans possess a unique form of interdependence called expressive interdependence, characterized by the open expression of positive emotions related to social engagement (e.g., feelings of closeness to others). In Study 1, we compared Latin Americans from Chile and Mexico with European Americans in the United States, a group known to be highly independent. Latin Americans expressed positive socially engaging emotions, particularly in response to negative events affecting others, whereas European Americans favored positive socially disengaging emotions, such as pride, especially in response to personally favorable circumstances. Study 2 replicated these findings with another group of Latin Americans from Colombia and European Americans in the United States. Study 2 also included Japanese in Japan, who expressed positive emotions less than Latin and European Americans. However, Japanese displayed a higher tendency to express negative socially engaging emotions, such as guilt and shame, compared to both groups. Our data demonstrate that emotional expression patterns align with overarching ethos of interdependence in Latin America and Japan and independence among European Americans. However, Latin Americans and Japanese exhibited different styles of interdependence. Latin Americans were expressive of positive socially engaging emotions, whereas Japanese were less expressive overall. Moreover, when Japanese expressed emotions, they emphasized negative socially engaging emotions. Implications for theories of culture and emotion are discussed. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Outcomes of Surgery for Metachronous Second Primary Non-small Cell Lung Cancer

Objective: The optimal surgical approach for second primary metachronous lung cancer (MPLC) remains unclear. Our aim is to evaluate the morbidity and prognostic value based on the extent of surgical resection in MPLC. Methods: Retrospective study of 84 patients with a history of anatomical resection for lung cancer and MPLC surgically treated between January 2010 and December 2020. Results: The interval between the initial primary tumor and the second was 50.38±32.89 months. The second resection was contralateral in 43 patients (51.2%) and ipsilateral in 41 (48.8%). Thirty-six patients (42.9%) underwent a second anatomical resection, and in 48 patients (57.1%), it was non-anatomical. Postoperative complications were observed in 29 patients (34.5%) after the second lung resection. According to the Clavien-Dindo classification, 95.2% were mild (Clavien-Dindo I–II), and a single patient died (1.2%) in the postoperative period (Grade V). Prolonged air leak (p=0.037), postoperative arrhythmias (p=0.019) and hospital stay showed significant differences depending on the extent of surgery in ipsilateral resections. The main histological type was adenocarcinoma (47.6%) and the median tumor size was 17.74±11.74mm. The overall survival was 58.07 months (95% CI 49.29–66.85) for patients undergoing anatomical resection and 50.97 months (95% CI 43.31–58.63) for non-anatomical without significant differences (p=0.144). The disease-free survival after the second surgery was 53.75 months (95% CI 45.28–62.23) for anatomical resection and 41.34 months (95% CI 33.04–49.65) for non-anatomical group. Conclusion: Second anatomical resections provide good long-term outcomes and have been shown to provide better disease-free survival compared to non-anatomical resections in properly selected patients. (AU)

The impact of fever as a testing indication on the detection rate of deep vein thrombosis in neurocritically ill patients.

Aim: Deep vein thrombosis (DVT) is considered a possible source of non-infectious, non-central fever in the intensive care unit (ICU). In the neurocritically ill, it is unknown whether lower extremity venous Doppler ultrasonography (LEVDUS) for DVT in the setting of fever leads to a higher detection rate than the baseline detection rate of DVT in this population. The aim of this study was to compare the DVT detection rate of LEVDUS performed for the indication of fever to LEVDUS performed for other indications in a neurosciences ICU. Methods: Requisition forms for all LEVDUS performed in a referral neurosciences ICU were reviewed and separated into those with "fever" as the stated reason for request and those with other stated reasons. The DVT detection rate was compared between these two categories of indications. Results: Five hundred eleven LEVDUS were analyzed, of which 422 had been ordered for indications other than fever. Sixteen of these tests were positive, a detection rate of 3.8%. The remaining 89 LEVDUS had "fever" as the ordering indication. Six of these tests were positive for DVT, a detection rate of 6.7%. The likelihood of positivity of a test obtained as part of fever evaluation relative to one obtained for non-fever indications was not significantly different (OR, 1.83; 95% CI, 0.570-5.11; P = 0.246). Conclusion: LEVDUS triggered by fever detected DVT at a numerically, but not statistically significantly higher rate than did LEVDUS performed for other indications in a neurocritically ill population. More rigorous investigation of this question is needed.

[Questions and Answers in Lung Cancer]. / Preguntas y respuestas en cáncer de pulmón.

Over the past 2 decades, scientific evidence has strongly supported the use of low-radiation dose chest computed tomography (CT) as a screening technique for lung cancer. This approach has resulted in a significant reduction in mortality rates by enabling the detection of early-stage lung cancer amenable to potentially curative treatments. Regarding diagnosis, there are also novel methods under study, such as liquid biopsy, identification of the pulmonary microbiome, and the use of artificial intelligence techniques, which will play a key role in the near future. At present, there is a growing trend towards less invasive surgical procedures, such as segmentectomy, as an alternative to lobectomy. This procedure is based on 2 recent clinical trials conducted on peripheral tumors measuring less than 2 cm. Although these approaches have demonstrated comparable survival rates, there remains controversy due to uncertainties surrounding recurrence rates and functional capacity preservation. With regard to adjuvant therapy, immunotherapy, either as a monotherapy or in conjunction with chemotherapy, has shown encouraging results in resectable stages of locally advanced lung cancer, demonstrating complete pathologic responses and improved overall survival.After surgery treatment, despite the lack of solid evidence for long-term follow-up of these patients, clinical practice recommends periodic CT scans during the early years.In conclusion, there have been significant advances in lung cancer that have improved diagnostic techniques using new technologies and screening programs. Furthermore, the treatment of lung cancer is increasingly personalized, resulting in an improvement in the survival of patients.

Autism care pathway in Europe.

BACKGROUND: Autism is a lifelong complex neurodevelopmental condition that affects brain development and behaviour with significant consequences for everyday life. Despite its personal, familial, and societal impact, Europe-wide harmonised guidelines are still lacking for early detection, diagnosis, and intervention, leading to an overall unsatisfactory autistic person and carer journey. METHODS: The care pathway for autistic children and adolescents was analysed in Italy, Spain and the UK from the perspective of carers (using a survey aimed at caregivers of autistic children 0-18 years old), the autistic community, and professionals in order to identify major barriers (treatment gaps) preventing carers from receiving information, support, and timely screening/diagnosis and intervention. RESULTS: Across all three countries, analysis of the current care pathway showed: long waits from the time carers raised their first concerns about a child's development and/or behaviour until screening and confirmed diagnosis; delayed or no access to intervention once a diagnosis was confirmed; limited information about autism and how to access early detection services; and deficient support for families throughout the journey. CONCLUSIONS: These findings call for policy harmonisation in Europe to shorten long wait times for diagnosis and intervention and therefore, improve autistic people and their families' journey experience and quality of life.

Outcomes of Surgery for Metachronous Second Primary Non-small Cell Lung Cancer.

OBJECTIVE: The optimal surgical approach for second primary metachronous lung cancer (MPLC) remains unclear. Our aim is to evaluate the morbidity and prognostic value based on the extent of surgical resection in MPLC. METHODS: Retrospective study of 84 patients with a history of anatomical resection for lung cancer and MPLC surgically treated between January 2010 and December 2020. RESULTS: The interval between the initial primary tumor and the second was 50.38±32.89 months. The second resection was contralateral in 43 patients (51.2%) and ipsilateral in 41 (48.8%). Thirty-six patients (42.9%) underwent a second anatomical resection, and in 48 patients (57.1%), it was non-anatomical. Postoperative complications were observed in 29 patients (34.5%) after the second lung resection. According to the Clavien-Dindo classification, 95.2% were mild (Clavien-Dindo I-II), and a single patient died (1.2%) in the postoperative period (Grade V). Prolonged air leak (p=0.037), postoperative arrhythmias (p=0.019) and hospital stay showed significant differences depending on the extent of surgery in ipsilateral resections. The main histological type was adenocarcinoma (47.6%) and the median tumor size was 17.74±11.74mm. The overall survival was 58.07 months (95% CI 49.29-66.85) for patients undergoing anatomical resection and 50.97 months (95% CI 43.31-58.63) for non-anatomical without significant differences (p=0.144). The disease-free survival after the second surgery was 53.75 months (95% CI 45.28-62.23) for anatomical resection and 41.34 months (95% CI 33.04-49.65) for non-anatomical group. CONCLUSION: Second anatomical resections provide good long-term outcomes and have been shown to provide better disease-free survival compared to non-anatomical resections in properly selected patients.