Node Mapping Research Articles

Sentinel lymph node mapping: current applications and future perspectives in thyroid carcinoma.

Sentinel lymph node (SLN) mapping is a standard, minimally-invasive diagnostic method in the surgical treatment of many solid tumors, as for example melanoma and breast cancer, for detecting the presence of regional nodal metastases. A negative SLN accurately indicates the absence of metastases in the other regional lymph nodes (LN), thus avoiding unnecessary lymph nodal dissection. Papillary thyroid carcinoma (PTC) is the most common type of thyroid carcinoma (TC) with cervical LN metastases at diagnosis in 20-90%, and nodal involvement correlates with local persistence/recurrence. The SLN in PTC is an intraoperative method for staging preoperative N0 patients and for detecting metastatic LNs "in and outside" the cervical LN central compartment; it represents an alternative method to prophylactic central neck node dissection. In this review we summarize different methods and results of the use of SLN in TC. The SLN identification techniques currently used include the selective vital-dye (VD) method, 99mTc-nanocolloid planar lymphoscintigraphy with intraoperative use of a hand-held gamma probe (LS), the combination LS + VD, and the combination LS and preoperative SPECT-CT (LS + SPECT/CT). The application of the SLN procedure in TC has been described in many studies, however, the techniques are heterogeneous, and the role of SLN in TC, with indications, results, advantages and limits, is still debated.

Fault Tolerance and Node Mapping Algorithm Hierarchical Graph HCN

Embedding in an interconnection network maps the interconnection network G to H and analyzes the relationship between G and H. Hypercubes and toruses are widely known as interconnection networks, and various algorithms have been developed. The HCN graph is a network with a hierarchical structure to improve the network cost of hypercube. In this study, we analyze the fault tolerance and embedding properties of HCN graphs. As a result of the research, the HCN graph has the same node connectivity and degree, so it has the maximum fault tolerance property. In addition, an algorithm that can one-to-one node map the HCN structure to the torus structure was proposed. The embedding results showed that it was possible to embed the torus structure in the HCN graph at an extension rate of 3 and dilation of 1. The results of the embedding study mean that various algorithms developed in Torus can be efficiently used in the HCN structure.

Comparing Surgical and Oncological Outcomes between Indocyanine Green (ICG) Sentinel Lymph Node Mapping with Routine Lymphadenectomy in the Surgical Staging of Early-Stage Endometrioid Endometrial Cancer.

A retrospective single-centre cohort study of patients with early-stage endometrioid endometrial cancer undergoing staging surgery (total hysterectomy, bilateral salpingo-oophorectomy with/without pelvic lymph node, and/or para-aortic lymph node dissection (PLND)) with either SLN mapping or routine lymphadenectomy between July 2017 and December 2018. 203 cases with clinical and radiological International Federation of Gynaecology and Obstetrics (FIGO) stage I endometrioid endometrial cancer were included, out of which 109 cases underwent SLN mapping and 94 cases complete lymphadenectomy. Compared to the PLND group, the SLN group had shorter operative time (129 vs. 162 minutes), less blood loss (100 vs. 300 ml), and decreased length of postoperative hospital stay (3 vs. 4 days) (p < 0.001). The lymph node metastases detection rate was 4.6% and 7.4% for the SLN and PLND groups, respectively (p = 0.389). With a median follow-up of 14 months for the SLN and 15 months for the PLND group, the disease-free (DFS) and overall survival (OS) were comparable for both at 13 months (p = 0.538 and p = 0.333, respectively). SLN mapping has been shown to be an acceptable alternative to routine lymphadenectomy in the surgical staging of early-stage endometrial cancer in our centre, with a comparable lymph node metastases detection rate, DFS and OS, and reduction in operative morbidity. Our results with SLN mapping reproduce comparable outcomes to those reported in the literature.

Prophylactic complex physiotherapy in gynecologic cancer survivors: patient-reported outcomes based on a lymphedema questionnaire

ObjectiveLower extremity lymphedema secondary to cancer treatment impacts quality of life for gynecological cancer survivors. Complex decongestive physiotherapy is applied when lymphedema is diagnosed, but prophylactic physiotherapy is not yet...

Comparative analysis of diagnostic ultrasound and histopathology for detecting cervical lymph node metastases in head and neck cancer

PurposeWe evaluated the current performance of diagnostic ultrasound (US) for detecting cervical lymph node (LN) metastases based on objective measures and subjective findings in comparison to the gold standard, histopathological evaluation.Patients and methodsFrom 2007 to 2016, we prospectively included patients with head and neck cancer who were scheduled for surgical therapy including neck dissection. LNs were examined by multimodal US by a level III head and neck sonologist and individually assigned to a map containing six AAO-HNS neck LN levels preoperatively. During the operation, LNs were dissected and then assessed by routine histopathology, with 86% of them examined individually and the remaining LNs (14%) per AAO-HNS neck LN level. The optimal cutoff points (OCPs) of four defined LN diameters and 2D and 3D roundness indices per AAO-HNS neck LN level were determined.ResultsIn total, 235 patients were included, and 4539 LNs were analyzed by US, 7237 by histopathology and 2684 by both methods. Of these, 259 (9.65%) were classified as suspicious for metastasis by US, whereas 299 (11.14%) were found to be positive by histopathology. Subjective US sensitivity and specificity were 0.79 and 0.99, respectively. The OCPs of the individual LN diameters and the 2D and 3D roundness index were determined individually for all AAO-HNS neck LN levels. Across all levels, the OCP for the 2D index was 1.79 and the 3D index was 14.97. The predictive performance of all distances, indices, and subjective findings improved with increasing metastasis size. Anticipation of pN stage was best achieved with subjective US findings and the smallest diameter (Cohen’s κ = 0.713 and 0.438, respectively).ConclusionOur LN mapping and meticulous 1:1 node-by-node comparison reveals the usefulness of US for detecting metastatic involvement of neck LNs in head and neck carcinomas as compared to histopathology. The predictive ability for small tumor deposits less than 8 mm in size remains weak and urgently needs improvement.

Clinical Effectiveness of Fluorescence Lymph Node Mapping Using ICG for Laparoscopic Right Hemicolectomy: A Prospective Case-Control Study.

The distinction between D3 lymph nodes and actual lymphatic pathways in primary tumors can be difficult during surgery, making it challenging to confirm the completeness of D3 lymph node dissection. Fluorescence lymph node mapping (FLNM) is a promising method for lymph node visualization. This study aimed to assess whether FLNM enhances the effectiveness of D3 lymph node dissection in patients with right-sided colon cancer. Endoscopic submucosal indocyanine green injection were performed on the distal margin of the colon cancer. In an FLNM group, the lymphatic drainage pathway and distribution of D3 lymph nodes were explored. Pathological evaluations were conducted for the fluorescent D3 and non-fluorescent D3 lymph nodes. The FLNM group showed a significantly higher number of harvested lymph nodes in the D3 area. In stage III patients, the proportion of D3 lymph node metastasis was significantly higher in the FLNM group. The harvested D3 lymph node count showed a proportional correlation with a metastatic lymph node count of up to 15. FLNM could be considered a promising new strategy to potentially increase harvested D3 lymph node counts in colon cancer surgery.

Laparoscopic Sentinel Lymph Node Mapping Using NIR Fluorescence with ICG in Early Endometrial Cancer: Experience at a Tertiary Care Oncology Centre

Objective: To determine the detection rates and location of sentinel nodes as well as to determine intraoperative and postoperative surgico-pathological outcomes in endometrial cancer patients who underwent laparoscopic staging with sentinel node biopsy using ICG dye. Materials and Methods: This retrospective study was conducted in a tertiary care oncology centre, Amrita Institute of medical sciences, Kochi from April 2021 to March 2023. All cases of biopsy proven early stage endometrial carcinoma that underwent laparoscopic staging with SLN mapping using the ICG dye were included. All histological types were included, as long as the disease was confined to the uterus, clinically and on MRI. Results: A total of 80 patients were found eligible for the study. Only the patients with apparent uterine confined disease on preoperative MRI were selected for sentinel mapping, 80 % of whom had IA disease on MRI, and 20 % had IB, 13.5 % were high grade histology.The overall SLN detection rate was 93.75%, and bilateral detection rate was 92.5 %. Most common location was external iliac in 40.8% cases. Only 1 patient was found to harbour nodal micro metastasis on ultrastaging. Final histopathology identified stage IA in 63 (78.75%) patients, IB in 14 (17.5%), Stage II in 2 (2.5%) and Stage IIIC1 in 1 (1.25%) patient. Conclusion: Laparoscopic staging with SLNB using ICG is a practicable approach for uterine limited disease on preoperative evaluation. It extends the benefits of minimally invasive surgery to these patients, while overcoming the limitations of prohibitive cost or availability of expensive robotic equipment.

Radioactive nanosized colloids and indocyanine green identify the same sentinel lymph nodes in oral squamous cell carcinoma

PurposeNear-infrared fluorescence imaging using indocyanine green (ICG) combined with radioactive markers has the potential to improve sentinel lymph-node (SLN) mapping in oral squamous cell carcinoma (OSCC). This study aimed to evaluate the ability of 99mTc and ICG in identifying the sentinel lymph nodes in patients with early stage OSCC.MethodsData were collected prospectively, and a retrospective analysis of 15 patients with early stage OSCC and a cN0 neck was performed. All patients received peritumoral injection of 99mTc the day before surgery and ICG was administered intraoperatively. Intentionally, the application of the two different tracers were done by two different physicians with varying degrees of experience. The number of identified lymph nodes positive for 99mTc and ICG, the overlap or possible discrepancies of both methods, and the time until fluorescence signals of ICG were detected were noted.ResultsIn all patients, a 100% agreement in sentinel lymph-node identification was achieved, regardless of both the exact location of the peritumoral injection and the experience of the injecting surgeon. Time until ICG accumulation in the sentinel lymph node was consistently found to be between 1 and 3 min.ConclusionICG constitutes a viable and useful addition to 99mTc for intraoperative sentinel lymph-node detection in this study.

Evaluation of learning curve with Indocyanine Green (IcG) versus blue dye for sentinel lymph node biopsy in breast cancer

BackgroundIndocyanine green (IcG) is an alternative to isosulfan blue (IB) for sentinel lymph node (SLN) mapping in breast cancer (BC). IcG carries improved cost and safety, but oncologic data upon implementation in practice is limited. We evaluated the learning curve defined as oncologic yield and operative (OR) time for IcG in SLN mapping in BC. MethodsRetrospective review of patients >18 years with cTis-2 cN0 BC undergoing surgery first with SLN biopsy using IB or IcG. Analysis compared IB versus IcG across three time cohorts. ResultsOf 278 patients, 77 received IB and 201 received IcG. OR time was longer for IcG (p ​= ​0.022). There was no difference in oncologic yield between groups (p ​= ​0.35, p ​= ​0.61). ConclusionsSurgeons may be able to safely transition from IB to IcG for patients with early-stage breast cancer undergoing surgery first. Individuals should track their own data to confirm safety of the technique.

SAT565 Is Firefighting An Occupational Risk For Papillary Thyroid Cancer? A Case Report

Abstract Disclosure: S.A. Diamond-Rossi: None. P. Lee: None. C. Thomas: None. R. Stanislawski: None. J. Kim: None. Background: Papillary thyroid cancer (PTC) is the most prevalent histologic type of thyroid cancer. The toxic exposures associated with firefighting from both protective gear and combustion products have brought to question whether this population is at an increased risk of developing certain malignancies, including thyroid cancer. The objective of this case report is to raise awareness of the possible association between firefighting and thyroid cancer. Case Presentation: A 46-year-old asymptomatic male career firefighter presented to our clinic following a mobile screening thyroid ultrasound which revealed bilateral suspicious nodules. FNAs of a 1.0 cm right nodule and 1.2 cm left nodule were consistent with papillary thyroid cancer. Lymph node mapping revealed bilateral suspicious lymph nodes in levels 3 and 4 with FNAs confirming metastatic PTC. He underwent total thyroidectomy with bilateral central and lateral lymph node dissections confirming multifocal disease, which included numerous submillimeter foci of PTC. 21 of 68 lymph nodes had metastatic disease. He is now scheduled for adjuvant radioactive iodine therapy. Discussion: Compared to the general population, firefighters have a higher incidence of thyroid cancer. In 2022, the International Agency for Research on Cancer (IARC) announced that occupational exposure as a firefighter would be considered a Group 1 carcinogen, designating this exposure as having sufficient evidence for carcinogenicity in humans. In recognition of this risk, our local fire department, the Fairfax County Fire &amp; Rescue, has implemented a cancer screening protocol offered to firefighters which includes a mobile thyroid ultrasound. Our patient had extensive disease with bilateral lymph node involvement requiring radioactive iodine after surgical resection. Without a screening ultrasound, it can be presumed that our patient would have presented later and perhaps with even more advanced disease. Firefighters are exposed to carcinogens and possible endocrine disrupting chemicals as part of their work, either via their protective equipment or products of the fire itself. More research is needed to determine if the higher incidence of thyroid cancer can be attributed to this occupational exposure versus surveillance bias due to increased screening of this population in recent years. Presentation: Saturday, June 17, 2023

326P Sentinel lymph node mapping in breast cancer: Evaluating the dual-tracer method with indocyanine green and radioisotope

326P Sentinel lymph node mapping in breast cancer: Evaluating the dual-tracer method with indocyanine green and radioisotope

Learning-based dynamic connectivity maintenance for UAV-assisted D2D multicast communication

Unmanned aerial vehicles (UAVs) enable flexible networking functions in emergency scenarios. However, due to the movement characteristic of ground users (GUs), it is challenging to capture the interactions among GUs. Thus, we propose a learning-based dynamic connectivity maintenance architecture to reduce the delay for the UAV-assisted device-to-device (D2D) multicast communication. In this paper, each UAV transmits information to a selected GU, and then other GUs receive the information in a multi-hop manner. To minimize the total delay while ensuring that all GUs receive the information, we decouple it into three subproblems according to the time division on the topology: For the cluster-head selection, we adopt the Whale Optimization Algorithm (WOA) to imitate the hunting behavior of whales by abstracting the UAVs and cluster-heads into whales and preys, respectively; For the D2D multi-hop link establishment, we make the best of social relationships between GUs, and propose a node mapping algorithm based on the balanced spanning tree (BST) with reconfiguration to minimize the number of hops; For the dynamic connectivity maintenance, Restricted Q-learning (RQL) is utilized to learn the optimal multicast timeslot. Finally, the simulation results show that our proposed algorithms perform better than other benchmark algorithms in the dynamic scenario.

Evaluation of Sentinel Lymph Node Drainage Patterns in Early-Stage Oral Cavity Cancer

Surgery is the mainstay for squamous cell carcinoma of the oral cavity (OSCC), which includes an elective neck dissection. To limit morbidity of neck dissection, sentinel lymph biopsy (SLNB) has been introduced to identify patients at risk for nodal metastasis. While the data has thoroughly examined the relationship between SLNB in patients with unilateral lymph node drainage, little information exists on the rate of bilateral lymph node drainage patterns in lateralized OSCC. This study sought to examine the incidence of bilateral lymph node drainage patterns using sentinel node mapping in early stage OSCC. This retrospective review of the electronic medical records at Rush University Medical Center focused on patients who underwent a SLNB based on CPT codes 38724, 38900, 38542, and 38510. From this cohort, we limited our analysis to patients with primary clinical T1 or T2 OSCC. Primary outcome was the rate of bilateral nodal drainage on sentinel node mapping based on the SPECT-CT. A total of 54 patients were diagnosed with clinical T1/T2N0 OSCC and underwent a SLNB with SPECT-CT. (1) From the cohort of 54, 15 patients (27.78%) had bilateral sentinel lymph node drainage on SPECT-CT, while 39 patients (72.22%) had unilateral sentinel lymph node drainage. (2) Eleven patients (73.3%) from the bilateral drainage cohort completed appropriate SLN mapping with bilateral nodal assessments. (3) Four patients who had SPECT-CT evidence of bilateral drainage completed unilateral nodal assessment alone. (4) Of the patients with bilateral nodal assessment, 1 (9.1%) patient had a positive sentinel node on the ipsilateral side, 2 (18.2%) were found to have a positive sentinel node in the contralateral neck. (5) Overall, 3 patients (20%) had local-regional recurrence in the bilateral sentinel lymph drainage cohort. Management of early-stage OSCC has evolved to include SLN mapping and biopsy. Our results found that contralateral drainage occurs in 18% of our patients with 2 patients having positive sentinel node in the contralateral neck. Therefore, the rate of contralateral drainage is not clinically insignificant and this result furthers the importance of lymphatic mapping in the early-stage OSCC treatment algorithm.

Location of Retroperitoneal Lymph Node Metastases in Upper Tract Urothelial Carcinoma: Results from a Prospective Lymph Node Mapping Study

BackgroundThere is limited information on the distribution of retroperitoneal lymph node metastases (LNMs) in upper tract urothelial carcinoma (UTUC). ObjectiveTo investigate the location of LNMs in UTUC of the renal pelvis or proximal ureter and short-term complications after radical nephroureterectomy (RNU) with lymph node dissection (LND). Design, setting, and participantsThis was a prospective Nordic multicenter study (four university hospitals, two county hospitals). Patients with clinically suspected locally advanced UTUC (stage >T1) and/or clinical lymph node–positive (cN+) disease were invited to participate. Participants underwent RNU and fractionated retroperitoneal LND using predefined side-specific templates. Outcome measurements and statistical analysisThe location of LNMs in the LND specimen and retroperitoneal lymph node recurrences during follow-up was recorded. Postoperative complications within 90 d of surgery were ascertained from patient charts. Descriptive statistics were used. Results and limitationsLNMs were present in the LND specimen in 23/100 patients, and nine of 100 patients experienced a retroperitoneal recurrence. Distribution per side revealed LNMs in the LND specimen in 11/38 (29%) patients with right-sided tumors, for whom the anatomically larger, right-sided template was used, in comparison to 12/62 (19%) patients with left-sided tumors, for whom a more limited template was used. High-grade complications (Clavien grade ≥3) within 90 d of surgery were registered for 13/100 patients. The study is limited in size and not powered to assess survival estimates. ConclusionsThe suggested templates that we prospectively applied for right-sided and left-sided LND in patients with advanced UTUC included the majority of LNMs. High-grade complications directly related to the LND part of the surgery were limited. Patient summaryThis study describes the location of lymph node metastases in patients with cancer in the upper urinary tract who underwent surgery to remove the affected kidney and ureter. The results show that most metastases occur within the template maps for lymph node surgery that we investigated, and that this surgery can be performed with few severe complications.

Consistency Constraints for Mapping Dataflow Graphs to Hybrid Dataflow/von Neumann Architectures

Dataflow process networks (DPNs) provide a convenient model of computation that is often used to model system behavior in model-based designs. With fixed sets of nodes, they are also used as dataflow graphs as an intermediate program representation by compilers to uncover instruction-level parallelism of sequential programs. Many recent processor architectures, which are still von Neumann architectures, also use dataflow computing to increase their exploitation of instruction-level parallelism by exposing their datapaths so that the compiler can take care of the allocation of processing units (PUs), the execution schedules of instructions on the PUs, and the communication of intermediate values between PUs. If the communication paths are buffered, these architectures can be abstracted into a DPN architecture whose PUs and interconnection network are DPN nodes. In this article, we introduce a DPN abstraction of hybrid dataflow/von Neumann architectures and consider the mapping of the nodes of a given dataflow graph to the PUs of such a DPN architecture such that there are no conflicts due to the mapping of different nodes to the same PU. We express the allocation and scheduling constraints in terms of propositional logic for the original dataflow graph and for a modified version of the dataflow graph that simplifies the constraints by introducing levels using copy nodes, such that all nodes receive inputs only from nodes of the previous level. We also formulate equisatisfiable SMT constraints using integer variables to reason directly about the parallel runtime. On this basis, we further present alternative SAT constraints that explicitly encode concurrency, and discuss variants of the constraints for a better understanding of the same.

Sentinel lymph node mapping in endometrial cancer staging: Two-step technique with the da Vinci SP system

Sentinel lymph node mapping in endometrial cancer staging: Two-step technique with the da Vinci SP system

Optical Breast Imaging: A Review of Physical Principles, Technologies, and Clinical Applications.

Optical imaging involves the propagation of light through tissue. Current optical breast imaging technologies, including diffuse optical spectroscopy, diffuse optical tomography, and photoacoustic imaging, capitalize on the selective absorption of light in the near-infrared spectrum by deoxygenated and oxygenated hemoglobin. They provide information on the morphological and functional characteristics of different tissues based on their varied interactions with light, including physiologic information on lesion vascular content and anatomic information on tissue vascularity. Fluorescent contrast agents, such as indocyanine green, are used to visualize specific tissues, molecules, or proteins depending on how and where the agent accumulates. In this review, we describe the physical principles, spectrum of technologies, and clinical applications of the most common optical systems currently being used or developed for breast imaging. Most notably, US co-registered photoacoustic imaging and US-guided diffuse optical tomography have demonstrated efficacy in differentiating benign from malignant breast masses, thereby improving the specificity of diagnostic imaging. Diffuse optical tomography and diffuse optical spectroscopy have shown promise in assessing treatment response to preoperative systemic therapy, and photoacoustic imaging and diffuse optical tomography may help predict tumor phenotype. Lastly, fluorescent imaging using indocyanine green dye performs comparably to radioisotope mapping of sentinel lymph nodes and appears to improve the outcomes of autologous tissue flap breast reconstruction.

Effect of volume and methylene blue on fluorescence intensity and transit of indocyanine green for sentinel lymph node mapping in a simulated feline tumor model.

To compare the effect of volume and solution on transit time and fluorescence intensity (FI) using near-infrared fluorescence imaging (NIRF) in a simulated tumor model in cats. Secondarily, to describe SLN mapping with indocyanine green (ICG) NIRF and report any adverse effects of intradermally injected ICG in cats. 7 healthy purpose-bred domestic shorthaired male cats. Cats were randomly divided into 2 groups (ICG or ICG + methylene blue [MB]). Transit time and FI were determined for 1 or 2 mL solutions injected intradermally in 4 quadrants around a simulated tumor. Following massage, fluorescence intensity was quantified by calculating the corrected total ROI fluorescence using ImageJ software. Cats were monitored for adverse effects up to 4 weeks post-injection. A larger solution volume had decreased transit times to the SLN (P = .001). There was no significant difference in transit times between ICG and ICG-MB. ICG demonstrated a greater FI (P = .001) in the SLN compared to ICG-MB. Methylene blue did not percutaneously fluoresce under NIRF. The volume of the solution did not significantly affect FI. No adverse reactions were reported. Increased volume of ICG may aid in rapid percutaneous lymphatic tracking from tumor to SLN. Indocyanine green alone may be preferred over ICG-MB for greater visualization of the SLN. Intradermal injections of ICG and ICG-MB were well-tolerated in healthy cats with no significant complications. Clinical evaluation of this technique in an impaired lymphatic system, as seen in cancer patients, should be assessed in future research.

Does sentinel node mapping impact morbidity and quality of life in endometrial cancer?

ObjectivesTo evaluate the prevalence of post-operative complications and quality of life (QoL) related to sentinel lymph node (SLN) biopsy vs systematic lymphadenectomy in endometrial cancer.MethodsA prospective cohort included women with...

The International Association for the Study of Lung Cancer Thymic Epithelial Tumor Staging Project: A Re-Assessment of the International Thymic Malignancy Interest Group/International Association for the Study of Lung Cancer Lymph Node Map for Thymic Epithelial Tumors for the Forthcoming Ninth Edition of the TNM Classification of Malignant Tumors

IntroductionA lymph node map is the pillar on which accurate assignment and documentation of nodal classification stands. The International Thymic Malignancy Interest Group created the first map for thymic epithelial malignancies in conjunction with the eighth edition of the TNM classification, representing the first official TNM classification of thymic epithelial malignancies. The map was based on clinical experience and published studies, but it was largely empirical because of limited available data. Dissemination of the map and implementation of a standard thymic stage classification across the world in 2017 have provided more consistent and granular data. MethodsMore than twice as many cases of node involvement are available for analysis in the current database compared with that of the eighth edition database, allowing validation of many aspects of the eighth edition map. This article details the process and considerations for refinement of the thymic map for the ninth TNM used by the Thymic Domain of the Staging and Prognostic Factors Committee of the International Association for the Study of Lung Cancer. The committee evaluated a large international collaborative data set, published anatomical and clinical studies pertaining to lymph node spread from thymic epithelial tumors, in conjunction with the analysis underlying refinements of the TNM components for the ninth edition TNM classification. ResultsThe node map boundaries of the N1 and N2 categories remain unchanged. Visual clarifications have been added to the nomenclature of nodal stations within these regions. ConclusionsOn the basis of the recommendation to keep the N component unchanged for the ninth edition TNM classification, the lymph node map remains unchanged as well; however, clarifications have been added to facilitate clinical use.