Node Sampling Research Articles

Liver Transplantation for Intrahepatic Cholangiocarcinoma After Chemotherapy and Radioembolization: An Intention-To-Treat Study

Liver transplantation (LT) is a potentially curative experimental treatment for unresectable intrahepatic cholangiocarcinoma (iCC). Pre-transplant downstaging may help defining tumor aggressiveness and drive patient selection. We report the preliminary results of LT for liver-limited unresectable iCC after sequential downstaging with systemic chemotherapy and radioembolization (SYS-TARE). In case of sustained disease stability after SYS-TARE, patients underwent surgical nodal sampling and, if negative, were listed for LT. In this study, 13 patients with unresectable iCC underwent downstaging with SYS-TARE. The median age was 70 years and 77% were female. All had single bulky lesions at diagnosis. After SYS-TARE, 9 (69%) dropped out: 3 due to progressive disease after TARE with no response to second-line, 4 due to extrahepatic disease development and 2 due to positive nodal disease at pre-listing abdominal exploration. The median OS after dropout was 11.5 months. Four (31%) were successfully listed and transplanted. At pathology, viable tumor ranged from 30% to less than 5%. All four patients are alive and disease-free at 73, 40, 12, and 8 months from LT. LT for unresectable iCC after downstaging with SYS-TARE appears to select suitable patients for LT, achieving optimal oncological outcomes in case of response to therapy and no lymphnodal spread.

Diagnosis of canine B-cell chronic lymphoid leukemia with a CD21 negative phenotype using the LT21 clone CD21 antibody in flow cytometry: a case report

BackgroundChronic lymphoid leukemia (CLL) is a hematological disorder characterized by the clonal expansion of small mature lymphocytes that accumulate in the blood and bone marrow. CLL can arise from B-, T-, or natural killer cell clones. The cytological evaluation of blood smears is often the simplest and least invasive method for diagnosing lymphoid leukemia. Immunophenotyping is used to further subclassify the type of lymphoid leukemia.Case presentationA 15-year-old, 4.4-kg spayed female Shih Tzu was presented to the veterinary medical teaching hospital of Kangwon National University. Despite having a normal appetite and activity level, cervical and inguinal lymph node enlargement was noted on physical examination. Complete blood count revealed severe leukocytosis, severe lymphocytosis, and monocytosis. Splenomegaly, hepatomegaly, and lymph node enlargement were detected on radiographic and ultrasonographic examination. Immunophenotyping was performed using peripheral blood mononuclear cells (PBMCs). The majority of lymphocytes exhibited the following profiles: CD3−CD79a− (97.5%), CD4−CD8− (98.6%), CD21−CD79a− (98.4%), CD34− (0.1%), CD45+ (99.6%), major histocompatibility complex class II+ (99.5%), and CD14− (0.5%). Based on the immunophenotyping results, possible differentials considered included the following: the majority of lymphocytes may be natural killer (NK) cell clones, plasma cell clones, or show aberrant expression or loss of CD21 marker due to the neoplastic nature of the cells. Further flow cytometry was performed using antibodies against CD3, CD5, CD94, and granzyme B. The combined results indicated that the predominant lymphocyte subset in the PBMCs was CD3−CD5−CD21−CD94−granzyme B−. To confirm monoclonality and exclude the aberrant loss of CD markers, a polymerase chain reaction for antigen receptor rearrangement (PARR) assay was conducted. The PARR assay, using DNA from blood and lymph node samples, showed B-cell monoclonality. Immunocytochemistry using PBMCs showed that the plasma cell marker Multiple Myeloma Oncogene 1 (MUM1) was not expressed. Therefore, the diagnosis was confirmed to be B-cell CLL.ConclusionImmunophenotyping can help subclassify the type of lymphoid leukemia; however, as tumor cells can show aberrant expression or loss of the CD21 marker, combining immunophenotyping with the PARR assay could yield a more accurate diagnosis.

Utility of intraoperative Delphian lymph node sampling in pediatric thyroid surgery

ObjectivesThe Delphian lymph node (DLN) is the first lymph node receiving drainage from the thyroid. We aim to determine whether routine DLN sampling with frozen section analysis during pediatric thyroidectomy can alter intraoperative surgical decision making. Additionally, we aim to measure whether DLNs can predict a requirement for central neck dissection (CND) in the clinically node negative (CNN) pediatric population. MethodsRetrospective chart review for pediatric patients who underwent thyroidectomy between 2014 and 2022. Patients were included if they had prior FNA with a result of: benign nodule, atypia or follicular neoplasm of undetermined significance (AUS/FNUS), follicular neoplasm (FN), or papillary thyroid carcinoma (PTC). All patients had intraoperative DLN analysis via frozen section histopathology. Results27 patients were included, 9 males (33 %) and 18 females (67 %). On final pathology 19 patients (70.4 %) had PTC. The DLN was negative for carcinoma in all (n = 8, 100 %) patients with benign pathology. In 10 patients (100 %) with positive DLN on frozen section, postoperative pathology demonstrated central neck metastasis. Nine (90 %) of these patients were CNN and had alterations in the surgical plan based on the DLN. The tenth patient's surgical plan did not change given preoperative clinical disease. Three patients with negative DLNs had central neck metastasis. ConclusionThe DLN serves a role in guiding treatment for the pediatric population. Positive DLN altered surgical plans in 60 % of CNN PTC patients, allowing for CND to be performed and reducing need for additional surgical resection. The positive predictive value for DLN status was 100 % in this study, and the negative predictive value was 62.5 %. However, negative DLNs do not rule out central neck disease.

CFD-DEM simulation and experimental investigations on continuous hydraulic sampling of deep-sea polymetallic nodules

The physical sampling to grasp the distribution of deep-sea polymetallic nodules is essential for efficient mining. A hydraulic sampling scheme is proposed that balances low environmental disturbance, high sampling precision, broad coverage, and statistical data viability to address the limitations of existing methods. This paper utilizes a coupled approach of Computational Fluid Dynamics (CFD) and Discrete Element Method (DEM) to explore innovative solutions for precise and continuous hydraulic sampling of deep-sea polymetallic nodules. Focusing on the optimization of the double-row nozzle sampling mechanism design, simulations are conducted to analyze the dynamic characteristics of solid-liquid two-phase flow during the hydraulic sampling process under various nozzle configurations and operational water pressures of the pump. Laboratory experiments with the hydraulic sampling mechanism validate the accuracy of the simulation and the effectiveness of the optimization suggestions. The configuration is finalized with a front nozzle diameter of 10 × φ9 mm, a rear nozzle diameter of 10 × φ7 mm, and an initial working water pressure for the pump of 80 kPa. Subsequently, integrated driving-sampling experiments are conducted using a self-propelled tracked vehicle, validating the feasibility of the proposed configuration.

DGSIST: Clustering spatial transcriptome data based on deep graph structure Infomax

Although spatial transcriptomics data provide valuable insights into gene expression profiles and the spatial structure of tissues, most studies rely solely on gene expression information, underutilizing the spatial data. To fully leverage the potential of spatial transcriptomics and graph neural networks, the DGSI (Deep Graph Structure Infomax) model is proposed. This innovative graph data processing model uses graph convolutional neural networks and employs an unsupervised learning approach. It maximizes the mutual information between graph-level and node-level representations, emphasizing flexible sampling and aggregation of nodes and their neighbors. This effectively captures and incorporates local information from nodes into the overall graph structure. Additionally, this paper developed the DGSIST framework, an unsupervised cell clustering method that integrates the DGSI model, SVD dimensionality reduction algorithm, and k-means++ clustering algorithm. This aims to identify cell types accurately. DGSIST fully uses spatial transcriptomics data and outperforms existing methods in accuracy. Demonstrations of DGSIST’s capability across various tissue types and technological platforms have shown its effectiveness in accurately identifying spatial domains in multiple tissue sections. Compared to other spatial clustering methods, DGSIST excels in cell clustering and effectively eliminates batch effects without needing batch correction. DGSIST excels in spatial clustering analysis, spatial variation identification, and differential gene expression detection and directly applies to graph analysis tasks, such as node classification, link prediction, or graph clustering. Anticipation lies in the contribution of the DGSIST framework to a deeper understanding of the spatial organizational structures of diseases such as cancer.

Complete genome sequence of a lumpy skin disease virus isolate from a 2021 outbreak of disease in Bangladesh.

Lumpy skin disease (LSD) is an economically devasting and vector-borne transboundary disease of cattle caused by lumpy skin disease virus (LSDV). Here, we report the complete genome sequence of an outbreak isolate of LSDV from Bangladesh. Bangladesh LSD-29 was detected in skin nodule samples of an LSD-infected bovine in 2021.

Utility of clinical, laboratory, and lymph node MYD88 L265P mutation in risk assessment of diffuse large B-cell lymphoma patients

BackgroundDiffuse large B-cell lymphoma (DLBCL) is an aggressive non-Hodgkin lymphoma and is characterized by heterogeneity in biology and clinical behavior. Mutations in the myeloid differentiation primary response 88 (MYD88) are found in different lymphoproliferative disorders and are associated with variable clinical and prognostic impact.AimTo investigate the frequency of MYD88 L265P mutation and its clinical impact in a cohort of Egyptian DLBCL patients.MethodsFFPE lymph node samples from 87 DLBCL patients (46 males / 41 females; median age, 58 years) were included and analyzed for MYD88 L265P by an allele-specific PCR.ResultsMYD88 L265P mutations were found in 52 patients (59.8%) out of 87 DLBCL cases. Patients with L265 mutation were significantly younger than non-mutated patients (p = 0.022). None of the patients with the L265P mutation showed a significant association with the clinical parameters of DLBCL. Interestingly, MYD88 L265 mutated patients were found to be significantly correlated with HCV infection (p = 0.037). The median follow-up time across the entire cohort was 26 months. Univariate analysis showed that overall survival (OS) was affected by gender, LDH level, and CNS-IPI scoring (p = 0.048, 0.008, and 0.046, respectively), while disease-free survival (DFS) was affected by B symptoms and LDH level (p = < 0.000 and 0.02, respectively). However, the MYD88 mutation status and other prognostic factors showed no association with OS or DFS.ConclusionsOur findings indicate a high frequency of MYD88 L265P mutations in our study population and not associated with prognostic markers or the outcome of the disease.

Proteomic Profiling of Lymph Nodes Differentiates Classic Hodgkin Lymphoma With and Without Skeletal Involvement.

Classic Hodgkin lymphoma (CHL) is a highly curable disease, even in advanced stages. Controversy remains over whether bone involvement negatively affects overall and progression-free survival in patients treated with intensive chemotherapy regimens. Whether cases that present with bone lesions harbor specific tumor microenvironmental features is unknown. We investigated protein expression in diagnostic lymph node biopsies from CHL patients with and without skeletal involvement at diagnosis to identify potential markers of skeletal disease. Protein expression patterns in diagnostic formalin-fixed paraffin-embedded lymphoma lymph node samples from CHL patients were analyzed by nano-liquid chromatography-tandem mass spectrometry. Patients were grouped according to skeletal involvement, which was defined as the presence of one or more FDG-avid lesions on a diagnostic FDG-PET/CT scan. Protein profiles identified patients with skeletal disease at diagnosis and showed disrupted cellular pathways, including immune system processes, cell adhesion, and cell growth/survival. Immunohistochemical evaluation also demonstrated differential expressions of angiotensin-converting enzyme (ACE), intercellular adhesion molecule 3 (ICAM3), integrin alpha-X (ITGAX), and calreticulin (CALR). In conclusion, proteomics identified altered protein expression profiles in lymph nodes among CHL cases presenting with disease disseminated to the skeletal system, which implies altered disease pathogenesis for these patients.

6925 A Rare Case of Metastatic Papillary Thyroid Carcinoma Confined to Cervical Lymph Node with No Identifiable Primary Tumor In The Thyroid Gland. A Diagnostic Conundrum

Abstract Disclosure: R. Abdelmasih: None. W. Pan: None. Introduction: Papillary thyroid carcinoma (PTC) is the most common treatable thyroid cancer (TC) with very good prognosis. Metastatic PTC either in the lymph node LN or extra-nodal with no primary thyroid lesion identified is a rare phenomenon referred to as occult thyroid carcinoma (OTC). Despite its rarity, it is reported and constitute a diagnostic conundrum. herein we present a case of metastatic PTC identified in cervical lymph nodes (LN) without a primary tumor in the thyroid gland confirmed with surgical pathology. Case Presentation: A 43-year-old female with history of post-ablative hypothyroidism after treatment of toxic nodular goiter for 10 years, with no family history of thyroid cancer presented with incidentally found left 1.8 Heterogeneous hypoechoic solid nodule with lobulated borders and internal calcifications along with left-sided 0.8 LN without normal fatty hilum on Ultrasound Head and Neck. Fine needle aspiration of the left thyroid nodule and suspicious LN revealed PTC in the left LN though the thyroid nodule sample was non-diagnostic. CT of head and neck showed partially calcified thyroid nodule, Hyperattenuating 8 mm left III LN without fatty hilum, and 9 mm left II calcified LN. Patient underwent total thyroidectomy, central neck, and left lateral neck dissection. Surgical pathology showed no malignancy in thyroid gland or central LNs and 1 out 5 LN of the left neck dissection showed PTC with tumor grading of pT0 pN1b pMNA. patient underwent whole-body thyrogen-stimulated thyroid scan which showed iodine avid tissue in the thyroid bed followed by high-dose I-131 radioactive iodine ablation (RAI). Discussion: OTC refers to impalpable incidental TC less than 10 mm per the WHO. Boucek et al classify OTC into four categories, recently a fifth category was added, in which metastasis is confirmed either in regional LN or distant metastasis though thyroid tissue is confirmed to be benign per pathology and imaging evaluation, our patient falls in the fifth category. Hypothesis of this phenomenon is not well understood, one suggested explanation is missed diagnosis due to not enough sample or if lesion is less than 3 mm. another hypothesis is tumor spontaneous regression, or regression secondary to treatment that was inadequate to treat the systemic process of the tumor, which we believe our patient fits in this hypothesis, given that she underwent RAI ablation many years ago. Tumor regression is very rare and reported to be 1 in 140,000 cases. Another theory suggests that PTC can arise in ectopic thyroid tissue. This case is to shed light on a rare clinical and pathological entity to avoid missed diagnoses. Prognosis depends on the extent of metastasis, with favorable one when it is limited to regional LN and worse with distant metastasis. More cases reports are warranted to help guide further management of such cases due to the lack of available guidance in use of RAI surveillance and ablation. Presentation: 6/1/2024

8791 A Case of Hyperfunctioning Thyroid Nodules Evaluated for Thyroid Metastasis in the Setting of Oropharyngeal Squamous Cell Carcinoma

Abstract Disclosure: M. Alashoor: None. J. Gogineni: None. A. Bakar: None. Introduction: Identifying and evaluating hyperfunctioning thyroid nodules in the setting of metastatic head and neck cancers represents a diagnostic challenge that may result in inaccurate identification of perithyroidal lymph node metastasis as malignant or metastatic thyroid nodules with standard workup. Case presentation: A 72-year-old male with a history of stage IV metastatic oropharyngeal squamous cell carcinoma, metastasized to the lymph nodes, lungs, mediastinum, and bilateral iliac bones. He was diagnosed two years ago and received chemotherapy, maintenance immunotherapy with pembrolizumab, and targeted palliative radiation therapy, with good clinical response. Restaging PET-CT two years later revealed local progression. During his workup, he was noted to have persistently abnormal thyroid function test with low TSH (0.03​​µIU/mL, n 0.3-5.33), normal free T4 (0.97ng/dL, n 0.60 - 1.40), mildly elevated free T3 (3.91pg/mL, n 2.5-3.9), negative thyrotropin receptor antibodies levels, negative TSI, negative TPO antibody, noted evidence of subclinical hyperthyroidism consistent over the past year. Radioactive iodine uptake demonstrated multinodular gland, mildly elevated 24-hour uptake of 28% consistent with hyperthyroidism, with decreased activity in the left lobe. Thyroid ultrasound revealed multiple probable malignant thyroid nodules, a 1.8 cm TI-RADS 5 lesion of the deep margin of the lower pole of the right lobe, and a 1.6 cm TI-RADS 5 lesion of the upper pole on the right lobe. He was treated with methimazole 5 mg. Further workup with fine needle aspiration demonstrated the right upper lobe nodule sample was positive for squamous cell carcinoma, findings suspicious for metastasis. He subsequently proceeded with radical tonsillectomy, right neck dissection, and right hemithyroidectomy. Surgical pathology results noted, right neck metastatic HPV-associated squamous cell carcinoma involving the lymph nodes with extranodal extension, right oropharyngeal HPV-mediated squamous cell carcinoma. The thyroid gland biopsy was significant for incidental papillary microcarcinoma 2mm, thyroid follicular nodular disease, without evidence of squamous cell carcinoma or metastatic infiltration. Post-hemithyroidectomy, his thyroid function normalized, and methimazole was discontinued. Conclusion: Thyroid metastasis from head and neck cancers represent a rare entity. In patients with a history of malignancy, evaluation of new thyroid masses remains crucial. While FNA is a sensitive method for detecting thyroid metastases, inaccuracies may occur, impacting the identification of thyroid nodules in the presence of local metastatic lymphadenopathy. Identifying squamous cell carcinoma in the thyroid can significantly influence the treatment plan of patients with metastatic carcinomas, therefore careful consideration must be undertaken on evaluation. Presentation: 6/1/2024

Comparison of Sentinel Lymph Node Sampling with Positron Emission Tomography in the Evaluation of Axillary Lymph Node Involvement in Breast Cancer Patients

Objectives Axillary lymph node status is the most important prognostic factor in breast cancer patients.: This study was carried out to evaluate the diagnostic accuracy of FDG-PET/CT as a noninvasive technique and intraoperative frozen biopsy of sentinel lymphadenectomy (SLNB) in detecting axillary lymph node metastasis. Materials and Methods This study was carried out retrospectively on 44 patients diagnosed with breast cancer, who underwent preoperative FDGPET/ CT imaging and intraoperative SLNB, at the General Surgery Clinic of Istanbul Medeniyet University Göztepe Training and Research Hospital. The axilla was clinically negative in all patients. Preopative FDG-PET/CT imaging and intraoperative SLNB were performed. FDG-PET/CT results were compared with the histopathological results of SLNB and axillary lymph node dissection (ALND). Results According to the pathology results of axillary dissection, metastatic nodes were detected in 22 of 44 cases, and FDG-PET/ CT imaging gave false-negative results in 10. The number of false negative cases of SLNB was 3; Axillary involvement was detected as a result of pathology in one of them, while the others were evaluated as skip metastases. The sensitivity of SLNB and FDG-PET/CT imaging was measured as 86.3% and 54.5%. The specificity values were 95.4% and 100%. FDG-PET/CT imaging has low sensitivity; specificity and positive predictive value were at acceptable levels Conclusion: The sensitivity of FDG-PET/CT imaging is low in detecting axillary involvement, and SLNB is needed in those with negative axillary involvement in FDG-PET/ CT imaging. In our study, SLNB examination was superior to FDG-PET/CT imaging in detecting axillary nodal status. Bangladesh Journal of Medical Science Vol. 23 No. 04 October’24 Page : 1083-1094

Lymph Node Sampling in Pediatric Renal Tumors: Survey of Current Practices and Impact of Education

ObjectiveTo characterize how often and to what extent surgeons are willing to perform retroperitoneal node sampling (RPLNS) for a unilateral renal tumor, and whether they would be encouraged to change goal number of LNs after “targeted education” (TE) MethodsA survey with selected demographic and LN sampling practice questions was distributed to practicing members of the Society of Pediatric Urology (SPU). After answering a seven-question questionnaire, participants were provided with an abstract on the adequacy of LN yield for staging. This served as the TE and then participants were asked to answer a final question on LN sampling goals. ResultsA total of 76 (19.2%) of participants, out of 395 invitations, returned complete surveys. Cross tabulation between sampling goals before and after TE showed that among surgeons sampling 1-4 nodes, 13/24 (54.16%) would be willing to change their practice and sample ≥10 nodes. A higher proportion of participants who were already systematically surveilling 5-9 LNs would be willing to change their current practice: 30/39 (77%) would now aim for ≥10 LNs. On multivariate analysis, only willingness to sample ≥5 LNs in current practice was predictive of changing to sample ≥10 LNs after TE. ConclusionRetroperitoneal LNs are currently still under sampled by pediatric urologists operating on children and adolescents with unilateral renal tumors. Targeted education appears to encourage change in LN sampling practices.

12498 Outcomes In Thyroid Cancer Patients Having Undergone Us-guided (usg) Fine Needle Aspiration Sampling Of Cervical Lymph Nodes And Soft Tissue Nodules

12498 Outcomes In Thyroid Cancer Patients Having Undergone Us-guided (usg) Fine Needle Aspiration Sampling Of Cervical Lymph Nodes And Soft Tissue Nodules

Association of area-level broadband and non-small cell lung cancer diagnosis and guideline-concordant care in the US.

96 Background: Access to broadband is a social determinant of health facilitating connections with healthcare services and other resources and alleviating burdens of travel distance, time, and cost. We used nationwide data to examine the association of zip code-level broadband usage and stage at diagnosis, as well as the receipt of quality care among individuals newly diagnosed with non-small cell lung cancer (NSCLC). Methods: Individuals ≥18 years newly diagnosed with first primary NSCLC between April - December of 2019-2021, were identified from the National Cancer Database (January - March were excluded to match the COVID-19 timeframe in 2020). Broadband usage percentage (the percentage of individuals per zip code with access to fixed broadband at speeds of 25 Mbps/3 Mbps in 2020) were combined with the cohort based on individual’s residential zip code. Multivariable logistic regression models examined associations between broadband usage quartiles and stage at diagnosis, as well as the receipt of guideline-concordant care based on National Comprehensive Cancer Network guidelines, including surgery and radiation, ≥10 lymph nodes sampling, chemotherapy, and neoadjuvant chemoradiation (NACR). Analyses were conducted overall and stratified by metropolitan status and year, adjusting for age group, sex, race and ethnicity, comorbidity, distance to facility, state, and zip code-level social deprivation index (SDI). Results: Cohort included 305,198 individuals newly diagnosed with NSCLC. Individuals living in areas with the highest broadband usage were more likely to be aged 65-74 years, female, non-Hispanic White, with Medicare coverage, living in metropolitan and low SDI areas. In adjusted models, individuals living in areas with the highest broadband usage were more likely to be diagnosed with stage I NSCLC (adjusted odds ratio [AOR] = 1.10, 95% confidence interval [95%CI] = 1.01-1.20) and to receive guideline-concordant NACR (AOR = 1.38, 95%CI = 1.09-1.73) compared with those living in areas with the lowest broadband usage in 2020. When stratified by metropolitan status, associations of broadband and diagnosis and receipt of NACR were only observed among individuals living in non-metropolitan areas with medium-low and medium-high broadband usage, respectively (AOR = 1.15, 95%CI = 1.01-1.32; AOR = 1.80, 95%CI = 1.25-2.58). No significant associations were identified for other care modalities or during 2019 and 2021. Conclusions: Increased access to broadband usage is associated with earlier stage NSCLC diagnosis and receiving guideline-concordant NACR in 2020. Our results suggest that increased broadband access, combined with the expansion of telehealth services during the COVID-19 pandemic, may have improved telehealth utilization throughout 2020, leading to enhanced quality of cancer care, particularly benefiting individuals residing in non-metropolitan areas.

Preoperative mediastinal staging: targeted versus systematic nodal sampling

Preoperative mediastinal staging: targeted versus systematic nodal sampling

Cryobiopsy versus fine-needle aspiration for shape-sensing robotic-assisted sampling of small lung nodules

IntroductionShape-sensing Robotic-assisted Bronchoscopy (ssRAB) has emerged as a promising tool for improved performance when sampling pulmonary nodules (PPN). Previous studies suggest that the 1.1 mm cryoprobe is as effective compared to fine needle aspiration (FNA), for different lesions sizes. We aim to compare the 1.1 mm cryoprobe performance to FNA for sampling PPN < 20 mm with ssRAB. Material and MethodsWe conducted a retrospective cohort study from November 2022 to February 2024 of patients who underwent ssRAB with cryobiopsy for evaluation of PPN. We compared the diagnostic yield and sensitivity for malignancy of cryobiopsy and FNA for the same PPN. Descriptive statistical analysis was conducted using the McNemar’s Test and Comparison of proportion. Multivariate logistic regression assessed the impact of PPN characteristics on the yield of each tool. ResultsWe included 256 patients, with a combined 284 procedures, and 324 nodules sampled. The median maximum and minimum nodule size was 1.6 cm (IQR 1.17–2.4) and 1.17 cm (IQR 0.86–1.7) respectively. The overall ssRAB diagnostic yield was 93.8 % and sensitivity for malignancy was 97.5 %. Cryobiopsy had a diagnostic yield of 92 % and sensitivity of 96 %, FNA had a 70.4 % and 79.29 % respectively (P < 0.001). Cryobiopsy had a significantly higher performance compared to FNA across the analyzed categories (P < 0.05), except for the sensitivity of mixed-type lesions (P = 0.11). PPN < 10 mm and ≥ 10 mm − <15 mm sampled with FNA, had lower odds of achieving a diagnosis compared to the ≥ 20 mm group (OR = 0.305 IC95%: 0.142–0.65, p < 0.001; OR = 0.497 IC95%: 0.263–0.939, p = 0.031, respectively). Complications occurred in 5.98 % (N = 17) of cases. ConclusionCryobiopsy demonstrates a statistically higher diagnostic yield and sensitivity for malignancy compared to FNA. Remarkably, FNA showed reduced diagnostic odds in PPN < 15 mm. ssRAB with cryobiopsy could enhance PPN diagnostic yield, leading to earlier lung cancer diagnosis and improve long-term survival rates.

K-plex-based community detection with graph neural networks

Community detection is an effective way to determine the structure and characteristics of a complex network. With the expansion of the network scale, traditional community detection approaches such as modularity-based optimization models face new challenges related to representing and learning the topological structure and node attributes from a large scale complex network. Moreover, in many practical applications, there is little knowledge about label information or the number of communities, which greatly limits the performance of existing supervised or semi-supervised community detection approaches. To solve these problems, in this paper, we propose a graph neural network-based unsupervised community detection approach, which first applies the k-plex to generate the community seeds, then uses a node sampling algorithm to reduce the network complexity, and finally constructs a graph neural network model to learn the relationships of the network nodes and assign the nodes to different communities. Extensive empirical studies on various scale networks demonstrate both the effectiveness and efficiency of the proposed approach. Our codes are available at https://github.com/lol12854/KPGN.

Sentinel Lymph Node Assessment in Endometrial Cancer: A Review.

As the number of patients diagnosed with endometrial cancer rises, so does the number of patients who undergo surgical treatment, consisting of radical hysterectomy, bilateral salpingo-oophorectomy, and bilateral pelvic lymphadenectomy or lymph node sampling. The latter entail intra- and post-surgical complications, such as lymphedema and increased intra-operative bleeding, which often outweigh their benefits. Sentinel Lymph Node (SLN) sampling is now common practice in surgical management of breast cancer, as it provides important information about the disease without jeopardizing surgical radicality and patient outcomes. While this technique has also been shown to be feasible in patients with endometrial cancer, there is little consensus on several aspects, such as tracer injection volume and site, pathological ultrastaging, and result interpretation. The aim of this review is to analyze the current literature on SLN assessment in order to help standardize the procedure.

Accuracy of convex probe EBUS-TBNA versus FDG-PET/CT imaging in diagnosis and mediastinal staging of lung cancer patients; an Egyptian Experience

BackgroundAppropriate staging of lung cancer is of paramount importance, as it customizes treatment and predicts prognosis. Both Fludeoxyglucose-18 (FDG) positron emission tomography (PET) combined with contrast computed tomography (CT) and endobronchial ultrasound-guided transbronchial needle aspiration (EBUS-TBNA) are two widely used diagnostic modalities in the field of staging & diagnosis of lung malignancies, the former depends on image analysis while the later enables real-time sampling of lymph nodes under sonographic guidance.ObjectiveTo compare the diagnostic and staging accuracy of convex probe EBUS-TBNA versus FDG – PET/CT as two modalities in diagnosis & mediastinal staging of lung cancer patients.MethodsThis prospective, observational (daignostic accuracy) research was performed on 40 cases with lung malignancies. All cases were examined via FDG-PET/CT followed by convex probe EBUS-TBNA for diagnosis & staging of concurrent mediastinal lymphadenopathy (MLN).ResultsThe diagnostic yield of EBUS-TBNA reached 92.5% (37/40) compared to 70% (28/40) for FDG-PET/CT. There was poor agreement between EBUS-TBNA & FDG-PET/CT regarding (MLN) staging (k = 0.043), in 16/40 patients (40%), EBUS MLN staging matched that of FDG-PET/CT, while in 24/40(60%) there were discrepancies between the two diagnostic modalities; 18/40(45%) were up-staged after EBUS while 6/40(15%) were down staged after EBUS. In addition, EBUS-TBNA confirmed occult mediastinal nodal involvement in 9/10 FDG-PET/CT negative scans (N0). The overall diagnostic accuracy of EBUS-TBNA was significantly greater than FDG-PET/CT in staging of lung cancer (97.37% & 70% respectively, p < 0.001).ConclusionEBUS-TBNA is a minimally invasive procedure that we currently recommend as a first choice for MLN staging.Trial registrationClinicalTrials.gov, NCT06479798. Registered 26 June 2024—Retrospectively registered, https://clinicaltrials.gov/study/NCT06479798.

DICER1 Variants in Pediatric and Young Adult Thyroid Nodules.

Background: Recent studies have suggested that pathogenic variants of the DICER1 gene could be a driver of alterations in some pediatric thyroid nodules, but data are still limited. The aim of this study was to detect variants in the DICER1 gene in a large cohort of pediatric thyroid nodules and then correlate them with clinicopathological data, with a focus on the disease prognosis in patients with thyroid carcinoma. Methods: This retrospective cohort study consisted of 350 pediatric and young adult patients (aged 2-21 years) with thyroid nodules, from whom 275 fresh-frozen thyroid nodule samples and 92 fine-needle aspiration biopsy (FNAB) samples were collected. After an analysis of variants in major genetic alterations of thyroid tumors, variants in the DICER1 gene were identified using next-generation sequencing and multiplex ligation-dependent probe amplification methods. Peripheral blood was analyzed from patients with DICER1-positive tumors. The results of genetic analysis were then correlated with clinicopathological data. Results: Variants in the DICER1 gene were detected in a total of 24/350 (6.9%; 95%CI [4.4;10.0]) pediatric and young adult patients, respectively, in 10/119 (8.4%; [4.1;14.9]) patients with benign fresh-frozen tissue, in 8/141 (5.7%; [1.9;9.5]) with papillary thyroid carcinoma (PTC) and in 6/86 (7.0%; [4.1;14.6]) patients with FNAB. No other gene alteration was found in DICER1-positive samples. Germline DICER1 variants were identified in 11/24 (45.8%; [25.6;67.2]) patients. Two somatic (biallelic) variants in the DICER1 gene were found in 9/24 (37.5%; [18.8;59.4]) thyroid nodules. Somatic deletions of at least 3 Mbp long were revealed in 2/24 (8.3%; [1.0;27.0]) cases. DICER1-positive PTCs were significantly associated with the follicular subtype of PTC (p = 0.001), encapsulation (p = 0.006) and were larger in size (p = 0.035), but with no extrathyroidal extension (p = 0.039), and less frequent lymph node metastases (p = 0.003) compared with DICER1-negative PTCs. Patients with DICER1-positive PTC had an excellent response to treatment in 75% of cases. Conclusions: Variants of the DICER1 gene are frequently found in the thyroid nodules of pediatric and young adult patients. In our patients, DICER1-positive PTCs showed low invasiveness. Our findings support considering more conservative management for DICER1-positive low-risk PTCs.