Novel Machine Learning Model to Predict Interval of Oral Cancer Recurrence for Surveillance Stratification

alexandrossfakianakis shared this article with you from Inoreader Novel Machine Learning Model to Predict Interval of Oral Cancer Recurrence for Surveillance Stratification via The Laryngoscope We developed a machine learning model using a feature selection data input that was able to reliably predict oral cancer recurrence within 1-year intervals. Precise modeling of timing of recurrence can help personalize surveillance protocols to enhance early detection and reduce extraneous healthcare costs. Objective(s) We aimed to develop a machine learning (ML) model to accurately predict the timing of oral squamous cell carcinoma (OSCC) recurrence across four 1-year intervals. Methods Patients with surgically treated OSCC between 2012–2018 were retrospectively identified from the Yale-New Haven Health system tumor registry. Patients with known recurrence or minimum follow-up of 24 months from surgery were included. Patients were classified into one of five levels: four 1-year intervals and one level for no recurrence (within 4 years of surgery). Three sets of data inputs (comprehensive, feature selection, nomogram) were combined with 4 ML architectures (logistic regression, decision tree (DT), support vector machine (SVM), artificial neural network classifiers) yielding 12 models in total. Models were primarily evaluated using mean absolute error (MAE), lower values indicating better prediction of 1-year interval recurrence. Secondary outcomes included accuracy, weighted precision, and weighted recall. Results 389 patients met inclusion criteria: 102 (26.2%) recurred within 48 months of surgery. Median follow-up time was 25 months (IQR: 15–37.5) for patients with recurrence and 44 months (IQR: 32–57) for patients without recurrence. MAE of 0.654% and 80.8% accuracy were achieved on a 15-variable feature selection input by 2 ML models: DT and SVM classifiers. Conclusions To our knowledge, this is the first study to leverage multiclass ML models to predict time to OSCC recurrence. We developed a model using feature selection data input that reliably predicted recurrence within 1-year intervals. Precise modeling of recurrence timing has the potential to personalize surveillance protocols in the future to enhance early detection and reduce extraneous healthcare costs. Level of Evidence III Laryngoscope, 2022 View on Web

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Long‐term Outcomes of Vocal Fold Paralysis Following Patent Ductus Arteriosus Ligation in Neonates

alexandrossfakianakis shared this article with you from Inoreader Long‐term Outcomes of Vocal Fold Paralysis Following Patent Ductus Arteriosus Ligation in Neonates via The Laryngoscope Premature infants undergoing patent ductus arteriosus ligation are at risk for vocal fold paralysis leading to long term voice and swallowing complications. In this study, we review risk factors for vocal fold paralysis and offer insight into long term outcomes and further treatment needs in this unique patient population. Introduction In patients undergoing patent ductus arteriosus (PDA) ligation there is a significant risk of left vocal fold paralysis (LVFP) particularly in premature neonates who are small for gestational age. The objective of this study is to determine the incidence of LVFP in infants following PDA ligation and report on long-term outcomes in patients with LVFP. Methods We performed a prospective study of patients undergoing PDA ligation in the newborn intensive care unit (NICU) between April 2004 and May 2014. Following PDA ligation, flexible laryngoscopy was performed to assess vocal fold mobility. Patients were then followed longitudinally to determine long-term outcomes. Results A total of 163 infants underwent PDA ligation. Thirty-six patients (22%) developed LVFP following the procedure. Twenty-five percent of neonates <1500 g experienced LVFP versus 5% of patients >1500 g (p = 0.033). Patients with LVFP were more likely to require a feeding tube (64% vs. 19.6%; p < 0.05) and spent more time in the NICU (135 days vs. 106 days; p < 0.05). Twenty-four patients received long-term follow-up. Six (25%) had complete resolution of LVFP, 10 (42%) were compensated, and 8 (33%) demonstrated persistent LVFP with no improvement. Conclusions The incidence of LVFP after PDA ligation is high especially in extremely low birth weight children. The majority of patients recovered well with time, but further surgical intervention was required in uncompensated cases. Long-term follow-up of these patients is needed to ensure improvement. Laryngoscope, 2022 View on Web

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Development and validation of prognostic nomograms in patients with ascending type of nasopharyngeal carcinoma: A retrospective study based on SEER database

alexandrossfakianakis shared this article with you from Inoreader Development and validation of prognostic nomograms in patients with ascending type of nasopharyngeal carcinoma: A retrospective study based on SEER database via Head & Neck Abstract Background Nomograms specifically used to predict the prognosis of ascending type nasopharyngeal carcinoma (NPC) have not been constructed. Methods Data of ascending type (T3-4N0-1M0) NPC from the Surveillance, Epidemiology, and End Results (SEER) database between 2004 and 2015 were extracted. Results Altogether 862 patients with ascending type NPC were enrolled, including 603 in training cohort and 259 in validation cohort. Age, marital status, pathology, grade, tumor size, T classification, and chemotherapy were the independent prognostic factors for overall survival (OS). Age, marital status, pathology, grade, and chemotherapy were the independent prognostic factors for cancer-specific survival (CSS). In training cohort, the concordance index of the OS and CSS nomograms were 0.694 (95% confidence interval [CI], 0.677–0.711) and 0.678 (95%CI, 0.659–0.697), respectively, while those in validation cohort were 0.740 (95%CI, 0.715–0.765) and 0.708 (95%CI, 0.679–0.737), separately. Conclusion The as-constructed nomograms for ascending type NPC could provide accurate prognostic predictions of OS and CSS. View on Web

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MicroRNA‐22 suppresses NLRP3/CASP1 inflammasome pathway‐mediated proinflammatory cytokine production by targeting the HIF‐1α and NLRP3 in Human dental pulp fibroblasts

alexandrossfakianakis shared this article with you from Inoreader MicroRNA‐22 suppresses NLRP3/CASP1 inflammasome pathway‐mediated proinflammatory cytokine production by targeting the HIF‐1α and NLRP3 in Human dental pulp fibroblasts via International Endodontic Journal Abstract Aim To investigate the synergetic regulatory effect of miR-22 on HIF-1α and NLRP3, subsequently regulating the production of the NLRP3/CASP1 inflammasome pathway-mediated proinflammatory cytokines IL-1β and IL-18 in human dental pulp fibroblasts (HDPFs) during the progression of pulpitis. Methodology Fluorescence in situ hybridization (FISH) and immunofluorescence (IF) were performed to determine the localization of miR-22-3p, NLRP3 and HIF-1α in human dental pulp tissues (HDPTs). The miR-22 mimics and inhibitor or plasmid of NLRP3 or HIF-1α were used to upregulate or downregulate miR-22 or NLRP3 or HIF-1α in HDPFs, respectively. Computational prediction via TargetScan 5.1 and a luciferase reporter assay were conducted to confirm target association. The mRNA and protein expression of HIF-1α, NLRP3, caspase-1, IL-1β and IL-18 were determined by qRT-PCR and western blotting, respectively. The release of IL-1β and IL-18 was analyzed by ELISA. The significance of the differences between the experimental and control groups was determined by one-way analysis of variance, P<0.05 indicated statistical significance. Results A decrease in miR-22 and an increase in HIF-1α and NLRP3 in HDPTs occurred during the transformation of reversible pulpitis into irreversible pulpitis compared with that in the healthy pulp tissues (p<0.05). In the normal HDPTs, miR-22-3p was extensively expressed in dental pulp cells. HIF-1α and NLRP3 were mainly expressed in the odontoblasts and vascular endothelial cells. Whereas in the inflamed HDPTs, the odontoblast layers were disrupted. HDPFs were positive for miR-22-3p, HIF-1α and NLRP3. Computational prediction via TargetScan 5.1 and luciferase reporter assays confirmed that both NLRP3 and HIF-1α were direct targets of miR-22 in HDPFs. The miR-22 inhibitor further promoted the activation of NLRP3/CASP1 inflammasome pathway induced by ATP plus LPS and hypoxia (p<0.05). In contrast, the miR-22 mimic significantly inhibited the NLRP3/CASP1 inflammasome pathway activation induced by ATP plus LPS and hypoxia (p<0.05). Conclusion MiR-22, as a synergetic negative regulator, is involved in controlling the secretion of proinflammatory cytokines mediated by the NLRP3/CASP1 inflammasome pathway by targeting NLRP3 and HIF-1α. These results provide a novel function and mechanism of miR-22-HIF-1α-NLRP3 signalling in the control of proinflammatory cytokine secretion, thus indicating a potential therapeutic strategy for future endodontic treatment. View on Web

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Humoral response to heterologous prime‐booster vaccination in heart transplant recipients aged 18 to 70 years primed with a viral vector SARS‐CoV‐2 vaccine

alexandrossfakianakis shared this article with you from Inoreader Humoral response to heterologous prime‐booster vaccination in heart transplant recipients aged 18 to 70 years primed with a viral vector SARS‐CoV‐2 vaccine via Transplant Infectious Disease Abstract Background Solid organ transplant recipients have demonstrated a blunted immune response to standard 2-dose vaccination against SARS-CoV-2. This study sought to determine the humoral response to heterologous booster vaccination (viral vector vaccine dose 1 and 2 + mRNA booster). Methods Heart transplant recipients, aged 18 to 70 years of age who initially received two doses of the viral vector ChAdOx1 nCoV-19 vaccine followed by a BNT162b2 mRNA booster were recruited. A detectable antibody response in the absence of prior SARS-CoV-2 was the primary outcome measured. This was defined as an anti-spike titre of ≥0.8 U/mL on the Elecsys anti-SARS-CoV-2 S immunoassay. Results A total of 80 heart transplant patients (mean age 49±13 years, 28% female) were included. Blood samples were drawn at a median of 30 (IQR 28–33) days after the BNT162b2 mRNA booster. The frequency of a detectable antibody response increased from 37.5% (n = 30) after dose 2 to 56% (n = 45) post dose 3 (p<0.001). A non-detectable antibody response was significantly more common in recipients with a shorter time interval from transplantation (p<0.001), lower likelihood of cardiac allograft vasculopathy (p = 0.003) and in those prescribed a triple versus dual immunosuppressant regime (p = 0.009) and a tacrolimus versus cyclosporine based-regimen (p = 0.007). Conclusion Despite heterologous prime-booster vaccination 44% of this vulnerable population ultimately continue to have no detectable antibodies. This article is protected by copyright. All rights reserved View on Web

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Impact of antimetabolite discontinuation following cytomegalovirus or BK polyoma virus infection in kidney transplant recipients

alexandrossfakianakis shared this article with you from Inoreader Impact of antimetabolite discontinuation following cytomegalovirus or BK polyoma virus infection in kidney transplant recipients via Transplant Infectious Disease Abstract Background Development of cytomegalovirus (CMV) and BK polyoma virus (BKV) infection following kidney transplantation have been associated with allograft dysfunction and allograft loss. Reduction in immunosuppression is a mainstay of management yet has been associated with increased risk of rejection. According to international consensus guidelines, one approach to management of these viral infections is to discontinue the antimetabolite. Little is known surrounding long-term outcomes in these patients, and it remains unclear if consideration should be given to resuming the antimetabolite as variable re-escalation strategies have been reported. The objective was to describe episodes of rejection and identify risk factors for rejection following antimetabolite withdrawal after CMV or BKV DNAemia in kidney transplant recipients. Methods This single-center, retrospective review evaluated adult kidney transplant recipients with a serum CMV or BKV DNA PCR ≥ 500 copies/mL who underwent antimetabolite discontinuation. The primary outcome assessed was the incidence of biopsy-proven acute rejection (BPAR). Results 159 patients were included. Overall, 14 patients (8.8%) experienced BPAR at a median of 1.6 years after antimetabolite discontinuation. Compared to CMV, discontinuation after BKV DNAemia was associated with a higher incidence of BPAR. Characteristics observed more frequently in patients with BPAR included younger age, female sex, higher initial viral load, and development of de novo donor-specific antibody (DSA). Conclusion These findings suggest that antimetabolite discontinuation after CMV or BKV DNAemia in kidney transplant recipients is a reasonable and safe approach. Further prospective studies investigating optimal immunosuppression management following CMV or BKV DNAemia in kidney transplant recipients are warranted. This article is protected by copyright. All rights reserved View on Web

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Evolution and transmission of cefiderocol-resistant Acinetobacter baumannii during an outbreak in the burn intensive care unit

alexandrossfakianakis shared this article with you from Inoreader Evolution and transmission of cefiderocol-resistant Acinetobacter baumannii during an outbreak in the burn intensive care unit via Clinical Infectious Diseases Advance Access Abstract We report 11 critically-ill burn patients treated with cefiderocol for carbapenem-resistant Acinetobacter baumannii infections. Clinical success was achieved in 36% and complicated by treatment-emergent resistance and inter-patient transmission of cefiderocol-resistant A. baumannii between patients. Resistant isolates harbored disrupted pirA and piuA gen es that were not disrupted among susceptible isolates. View on Web

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Benign stratified intraepithelial mucinous proliferation of the uterine cervix: Significance of a previously unreported potential mimic of SMILE

alexandrossfakianakis shared this article with you from Inoreader Benign stratified intraepithelial mucinous proliferation of the uterine cervix: Significance of a previously unreported potential mimic of SMILE via Annals of Diagnostic Pathology Publication date: Available online 17 August 2022 Source: Annals of Diagnostic Pathology Author(s): Elizabeth Arslanian, Kamaljeet Singh, Katrine Hansen, M. Ruhul Quddus View on Web

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Onkolytische Virotherapie bei Kopf-Hals-Karzinomen

alexandrossfakianakis shared this article with you from Inoreader Onkolytische Virotherapie bei Kopf-Hals-Karzinomen via Laryngo-Rhino-Otologie Laryngorhinootologie DOI: 10.1055/a-1901-9214 Ziel Onkolytische Viren (OV) infizieren und töten Krebszellen und lösen eine antitumorale Immunantwort aus. Durch ihr Potenzial, die Immunresistenz von Tumoren zu durchbrechen, könnten OV eine zukünftige zusätzliche Behandlungsoption bei Patient*innen mit fortgeschrittenen Kopf-Hals-Karzinomen (HNC) sein. Wirkungsweise und Modifikationen der OV zur Behandlung von HNC werden erläutert, ebenso die Risiken bei der Anwendung. Ergebnisse präklinischer und klinischer Studien werden vorgestellt. Methoden Präklinische und klinische Studien zu OV und HNC wurden in der PubMed-Literaturdatenbank und internationalen Studienregistern analysiert. Untersuchungen zum onkolytischen Herpes-Simplex-Virus (HSV), Adenovirus, Vacciniavirus und Reovirus wurden ausgewählt. Ergebnisse In jüngsten präklinischen Studien wurde eine verstärkte Infektion und Abtötung von Tumorzellen durch OV mit Kapsid- und Genommodifikationen beschrieben. Die meisten klinischen Studien waren Phase-I/II-Studien. In Phase-III-Studien wurden nach Behandlung mit onkolytischem HSV, Adenoviren und Reoviren eine partielle Tumorregression und ein verlängertes Überleben beobachtet. In den meisten Studien wurden OV mit Radiochemotherapie oder Immuntherapie kombiniert. Schlussfolgerung In den vorliegenden Studien war die OV-Therapie zur Behandlung von Patient*innen mit HNC sicher, oft gut verträglich und zeigte vielversprechende Ergebnisse in Hinsicht auf Ansprechen und Überleben, insbesondere in Kombination mit einer Radiochemotherapie oder Checkpoint-Inhibitoren. [...] Georg Thieme Verlag KG Rüdigerstraße 14, 70469 Stuttgart, Germany Article in Thieme eJournals: Table of contents  |  Abstract  |  Full text View on Web

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Tension pneumocephalus: case report and review

alexandrossfakianakis shared this article with you from Inoreader Tension pneumocephalus: case report and review via International Journal of Oral and Maxillofacial Surgery via MedWorm.com This report presents a case of traumatic tension pneumocephalus associated with an anterior and posterior table frontal sinus fracture in a patient with pneumosinus dilatans and osteogenesis imperfecta. (Source: International Journal of Oral and Maxillofacial Surgery) View on Web

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