Occurrence Of Tumors Research Articles

CRH upregulates supervillin through ERK and AKT pathways to promote bladder cancer cell migration.

Corticotropin-releasing hormone (CRH) has been well documented playing a role in the regulation of cellular processes, immune responses, and inflammatory processes that can influence the occurrence and development of tumors. Supervillin (SVIL) is a membrane-associated and actin-binding protein, which is actively involved in the proliferation, spread, and migration of cancer cells. This work investigated CRH's influence on bladder cancer cells'migration and relevant mechanisms. By using human bladder cancer cells T24 and RT4 in wound healing experiments and transwell assay, we found that the migration ability of the T24 cells was significantly increased after CRH treatment. In vivo experiments showed that CRH significantly promoted the metastases of T24 cells in cell line-derived xenograft (CDX) mouse model. Interestingly, downregulation of SVIL by SVIL-specifc small hairpin RNAs significantly reduced the promoting effect of CRH on bladder cancer cell migration. Furthermore, CRH significantly increased SVILmessenger RNA and protein expression in T24 cells, accompanied with AKT andERK phosphorylation in T24 cells. Pretreatment with AKT inhibitor (MK2206) blocked the CRH-induced SVIL expression and ERK phosphorylation. Also, inhibition of ERK signaling pathway by U0126 significantly reduced the CRH-induced SVIL expression and AKT phosphorylation. It suggested that cross-talking between AKT and ERK pathways was involved in the effect of CRH on SVIL. Taken together, we demonstrated that CRH induced migration of bladder cancer cells, in which AKT andERK pathways -SVIL played a key role.

Current advancements in PD-L1 modulation by CMTM6 in malignant tumors

Abstract The CKLF-like MARVEL transmembrane domain-containing protein 6 (CMTM6), a member of the chemokine-like factor superfamily, binds to programmed death-ligand 1 (PD-L1) on the cell membrane, thereby impeding PD-L1’s lysosomal degradation and sustaining its expression. In recent years, extensive studies on PD-L1 have provided insights into its function as an immunepoint inhibitor involved in tumor cell immune evasion. The specific interaction between CMTM6 and PD-L1 suggests a potential role in tumor cell immune evasion and suppression, potentially offering a novel therapeutic target for cancer immunotherapy. Currently, the research on CMTM6 and PD-L1 in diverse tumors and diseases is limited, but their significant roles are indicated. This article provides an overview of the impact of CMTM6 on the immune microenvironment in different types of cancer (such as lung cancer, breast cancer, and liver cancer), and summarizes the effects of CMTM6 on the occurrence and development of various tumors.

Intracranial aneurysm coexisting with pituitary adenoma: A systematic review

Introduction: The simultaneous occurrence of intracranial aneurysms (IA) and primary brain tumors (BT) is frequently reported, with an estimated incidence of 0.5% to 7.4%. Among the tumor types associated with IA, pituitary adenomas (PA) are the most prevalent. Methods: We selected articles, published from 1960 to December 2023, on the Medline, Embase, Scopus, Cochrane Library, and Web of Science databases. The extraction form contains information specific to the aneurysm and tumor, rupture of the aneurysm, treatment proposal for both and order of treatment and outcome. Results: The study evaluated 118 patients from 25 articles. The most frequent types of tumors were Non-Functioning Hormone (NFA) producers, present in 45.8% (n=54) of the cases, and Growth Hormone (GH) secretors, which represent 23.0% (n=27) of the cases. The main treatment used was surgery, with Subtotal Resection (STR) performed in 4.2% (n=5) of cases, Gross Total Resection (GTR) in 3.4% (n=4), and Transsphenoidal Resection (TSR) in 7.6% (n=9). 16.0% (n=19) of patients had two or more aneurysms concomitant with the adenoma. IA treatment was performed before PA surgery in 25 patients (21.2%) and 15 patients received simultaneous treatment to IA and PA (12.7%). Conclusion: Patients with PAs have a considerable prevalence of IAs. Hormonal imbalances and mechanical changes induced by tumor growth, particularly influenced by GH and IGF-1, contribute to this coexistence. Surgical intervention is common, requiring meticulous precautions to avoid complications. More longitudinal studies including close follow-up with a description of outcomes are necessary to guide treatment protocols for this condition.

Characteristic analysis of autoimmune encephalitis with antibodies against the α-amino-3-hydroxy-5-methyl-4-isoxazolepropionic acid receptor

The clinical data of 7 patients with anti-α-amino-3-hydroxy-5-methyl-4- isoxazolepropionic acid receptor (AMPAR) encephalitis admitted to the First Affiliated Hospital of Zhengzhou University from January 2015 to January 2024 were retrospectively collected, and 87 cases with complete literature data were included for summary analysis. Seven casess exhibited limbic encephalitis, including 3 with lung cancer and 1 with thymoma. All cases were treated with glucocorticoids and/or human immunoglobulin. Four cases with concurrent tumors were followed up for 1 to 25 months and all died. Among the 94 patients (7 admitted cases and 87 documented cases), there were 76 cases with tumor (80.9%), including 33 cases of thymoma (43.4%), 23 cases of lung cancer (30.3%), 9 cases of breast cancer (11.8%), and 6 cases of ovarian tumor (7.9%). The tumor was diagnosed in 13 cases (18.8%) before encephalitis, 40 cases (58.0%) within 1 month after encephalitis, 13 cases (18.8%) within 1-6 months, 2 case (2.9%) within 6-12 months, and 1 case (1.4%) after 1 year. Compared to the 18 patients without tumors who were followed up for>1 year, the 76 patients with tumors showed an increase in age and incidence of mental disorders (both P<0.05), while follow-up time and proportion of good prognosis were decreased (both P<0.05). Closely follow-up should be conducted within 1 year after anti-AMPAR encephalitis, especially in the lungs, thymus, breast, and ovaries. The prognosis of patients with tumors is poor, and older age and mental disorders may indicate the occurrence of tumors.

Genetic aspects of hereditary pancreatitis

Hereditary pancreatitis is a genetically determined disease that occurs in 1-10% of adult patients with chronic pancreatitis and in more than 50% of pediatric patients. Patients with hereditary pancreatitis have an increased risk of developing complications, pancreatic cancer, therefore early detection is important for screening for the occurrence of malignant neoplasm. The purpose of the review was to analyze the literature data on modern approaches to the diagnosis of hereditary pancreatitis and to familiarize with diagnostic methods. Methods A literature search was conducted in the databases PubMed, Web of Science, UpToDate, genetic databases using keywords. The data of 80 articles and the expert opinion of specialists providing care to patients with pancreatitis were used. Conclusion Carrying out molecular genetic diagnostics plays an important role in the study of pathogenesis, assessment of variants of the course of the disease. The article presents the currently known aspects that are important for working with patients with hereditary pancreatitis.

Abstract B058: Nous-209 off-the-shelf vaccine targets neoantigens mutations well represented both in primary and metachronous incident CRCs from Lynch syndrome patients

Abstract Lynch Syndrome (LS) is the most common hereditary cancer syndrome, caused by germline mutations in one of the four DNA mismatch repair (MMR) genes. LS patients have a high risk to develop microsatellite instable (MSI) colorectal cancers. Tumors developed by LS carriers display high levels of microsatellite instability, which leads to the accumulation of large numbers of mutations, among which frameshift insertion/deletions (indels) within microsatellite (MS) loci are very common and shared among different tumors. When indels occur in coding genes they give rise to frameshift peptides (FSPs) with a very high potential to act as safe and potent neoantigens for a vaccine. NOUS-209 is a genetic vaccine encoding 209 neoantigens, shared across sporadic and hereditary MSI tumors, developed for interception and treatment of MSI tumors. Phase 1b trial evaluating NOUS-209 monotherapy in healthy LS carriers showed the induction of a potent and broad immune response. Here, we characterize indels encoding FSPs in a cohort of 50 incident MSI CRC from LS patients detected during routine screening (38 primary tumors; 22 metachronous tumors) by whole Exomeseq NGS. Overall, primary and metachronous tumors have a similar number of indels in coding genes. The repertoire of detected indels is only partially shared (27%) between the two categories of tumors. The 209 indels selected for the NOUS-209 vaccine are instead highly shared (95%) between primary and metachronous tumors. Moreover, the analysis of 8 patients for which both the primary and the metachronous tumor were available confirmed the presence of the 209 mutations both in the first and the second tumor. Therefore, the NOUS 209 vaccine has the potential to prevent tumor occurrence both in previvors and survivors by inducing a broad T cell immune response against recurrent FSP. Citation Format: Lorenzo De Marco, Elisa Micarelli, Joni Panula, Anna Morena D'Alise, Guido Leoni, Kalle E. Hokkanen, Eija Hämäläinen, Jukka-Pekka Mecklin, Elisa Scarselli, Toni Seppälä. Nous-209 off-the-shelf vaccine targets neoantigens mutations well represented both in primary and metachronous incident CRCs from Lynch syndrome patients [abstract]. In: Proceedings of the AACR Special Conference in Cancer Research: Tumor Immunology and Immunotherapy; 2024 Oct 18-21; Boston, MA. Philadelphia (PA): AACR; Cancer Immunol Res 2024;12(10 Suppl):Abstract nr B058.

Role of SIK1 in tumors: Emerging players and therapeutic potentials (Review).

Salt‑induced kinase 1 (SIK1) is a serine/threonine protein kinase that is a member of the AMP‑activated protein kinase family. SIK is catalytically activated through its phosphorylation by the upstream kinase LKB1. SIK1 has been reported to be associated with numerous types of cancer. The present review summarizes the structure, regulatory factors and inhibitors of SIK1, and also describes how SIK1 is a signal regulatory factor that fulfills connecting roles in various signal regulatory pathways. Furthermore, the anti‑inflammatory effects of SIK1 during the early stage of tumor occurrence and its different regulatory effects following tumor occurrence, are summarized, and through collating the tumor signal regulatory mechanisms in which SIK1 participates, it has been demonstrated that SIK1 acts as a necessary node in cancer signal transduction. In conclusion, SIK1 is discussed independent of the SIKs family, its research results and recent progress in oncology are summarized in detail with a focus on SIK1, and its potential as a therapeutic target is highlighted, underscoring the need for SIK1‑targeted regulatory strategies in future cancer therapy.

Two-hit mutation causes Wilms tumor in an individual with FBXW7-related neurodevelopmental syndrome.

FBXW7 (F-box and WD-repeat domain-containing 7) is a tumor suppressor gene, and its germline variants have been causally linked to Wilms tumors. Furthermore, germline variants of FBXW7 have also been implicated in a neurodevelopmental syndrome. However, little is known regarding the occurrence of Wilms tumor in patients with FBXW7-related neurodevelopmental syndrome. We identified a novel constitutional pathogenic variant of FBXW7 in a patient with intellectual disability, who also developed Wilms tumor. The variant was derived from his apparently normal mother, and was also detected in his sister who exhibited developmental delay. Furthermore, we detected a somatic nonsense variant on the paternal allele of FBXW7 in the tumor DNA. These results suggest that the development of Wilms tumor along with FBXW7-related neurodevelopmental syndrome follows the two-hit model, which needs to be validated to establish appropriate follow-up management and tumor surveillance.

Reduced Proline-Rich Tyrosine Kinase 2 Promotes Tumor Metastasis by Activating Epithelial-Mesenchymal Transition in Colorectal Cancer.

Proline-rich tyrosine kinase 2 (PYK2) is involved in the occurrence, proliferation, migration, and invasion of various tumors. However, few studies have reported the role of PYK2 in colorectal cancer (CRC). To explore the effects of PYK2 on CRC metastasis and elucidate the detailed molecular mechanisms involved. The expression and prognosis value of PYK2 in CRC prognosis were analyzed using data from The Cancer Genome Atlas (TCGA). PYK2 was knocked down or overexpressed in human CRC cell line, HCT116. Cell proliferation, migration, invasion, and cycle changes were analyzed using CCK-8, Transwell, and flow cytometry assays. Western blotting and quantitative real-time PCR were performed to detect the mRNA and protein levels of cell proliferation and epithelial-mesenchymal transition (EMT) indicators. Fluorescence staining was performed to examine the cytoskeleton. Lower expression of PYK2 was observed in CRC tissues and associated with poor prognosis and metastasis in patients with CRC in TCGA database. PYK2 knockdown significantly induced the migration and invasion of CRC cells but did not affect cell proliferation or cycle. Immunofluorescence staining of phalloidin showed that the downregulation of PYK2 increased the cytoskeleton in CRC cells. Moreover, low expression of PYK2 induced the downregulation of E-cadherin and upregulation of snail and vimentin by activating Wnt/β-catenin signaling, thus promoting EMT in CRC cells. Low PYK2 expression was found in tumor tissues, especially metastases, and significantly correlated with patient prognosis. Moreover, decreased PYK2 induces EMT by activating Wnt/β-catenin signaling, which is the potential mechanism of CRC metastasis. Regulating the expression of PYK2 to suppress tumor cell metastasis may represent a promising therapeutic strategy for metastatic CRC.

Hexavalent chromium exposure induces lung injury via activation of NLRP3 and AIM2 inflammasomes in rats

Hexavalent chromium (Cr(VI)) has been identified as a Class I human carcinogen, but its carcinogenic mechanism is currently unclear. There is still a lack of understanding of its associations with early pulmonary inflammatory damages. Inflammation is an important stage before the occurrence of tumors, and under the long-term stimulation of inflammation, it can promote the development of tumors. In this study, the aim is to explore the effect of Cr(VI) exposure on pulmonary inflammation and its relationship with the mechanism of inflammation cancer transformation. We established a Cr(VI) exposure model in SD rats using tracheal instillation of potassium dichromate solution, and collected samples at the time of cessation of exposure and 14 days after cessation of exposure. Analyzing the experimental results, it was found that the lung index increased after exposure to Cr(VI), promoting the occurrence of apoptosis in lung tissue cells and exacerbating lung tissue damage. The damage situation improved after exposure termination; Inductively coupled plasma mass (ICPRQ) spectrometer detection found that the exposed group had significantly increased levels of blood chromium, blood manganese, blood copper, blood arsenic, urine chromium, urine copper, and urine lead; After two weeks of repair, blood chromium and blood manganese levels were significantly lower than those in the same dose group of the exposure group, while blood copper levels were significantly higher than those in the same dose group of the exposure group. There was no significant difference in blood arsenic levels between the exposure group and the exposure group. Urine chromium and urine lead levels were significantly lower than those in the same dose group of the exposure group, while urine copper levels only increased. At the same time, it was found that Cr(VI) exposure caused disruption of oxidative stress levels in rat lung tissues. After 14-day exposure, Cr(VI) significantly decreased and oxidative stress levels significantly decreased. Further investigation revealed that Cr(VI) induces activation of inflammasomes NLRP3, AIM2, and their signaling pathways in lung inflammatory injuries, but this condition persists even after cessation of exposure. The study suggested that in hexavalent chromium induced lung tissue injuries in rats, NLRP3 and AIM2 inflammasomes and their signaling pathways activation. Furthermore, the characteristic of sustained activation after cessation of exposure was also indicated. These results provide new ideas and references for further elucidating the mechanisms of Cr(VI), lung inflammation and inflammation cancer transformation.

Developmental mosaicism underlying EGFR-mutant lung cancer presenting with multiple primary tumors.

Although the development of multiple primary tumors in smokers with lung cancer can be attributed to carcinogen-induced field cancerization, the occurrence of multiple tumors at presentation in individuals with EGFR-mutant lung cancer who lack known environmental exposures remains unexplained. In the present study, we identified ten patients with early stage, resectable, non-small cell lung cancer who presented with multiple, anatomically distinct, EGFR-mutant tumors. We analyzed the phylogenetic relationships among multiple tumors from each patient using whole-exome sequencing (WES) and hypermutable poly(guanine) (poly(G)) repeat genotyping as orthogonal methods for lineage tracing. In four patients, developmental mosaicism, assessed by WES and poly(G) lineage tracing, indicates a common non-germline cell of origin. In two other patients, we identified germline EGFR variants, which confer moderately enhanced signaling when modeled in vitro. Thus, in addition to germline variants, developmental mosaicism defines a distinct mechanism of genetic predisposition to multiple EGFR-mutant primary tumors, with implications for their etiology and clinical management.

Unusual Presentation: Nephroblastoma/Wilms tumor in an Adult – A Case Report

Abstract Introduction/Objective Nephroblastoma/Wilms tumor is a common renal tumor primarily observed in children, and its occurrence in adults is exceedingly rare. This rarity contributes to the diagnostic challenges encountered in adults. Here, we present a case of a 32-year-old male diagnosed with biphasic nephroblastoma/Wilms tumor in the kidney, with liver and lung metastases. Methods/Case Report A 32-year-old male, without significant past medical history, presented with the chief complaint of abdominal pain for 2-3 weeks. Imaging studies revealed a substantial 17.5 cm kidney lesion accompanied by numerous lung and liver lesions. A liver biopsy indicated a small blue cell tumor, morphologically and immunophenotypically, (positive WT1) resembling nephroblastoma, with a strong suspicion of metastasis. Subsequent kidney biopsy confirmed a small blue cell malignant tumor demonstrating biphasic features, including blastema and epithelial components forming tubular structures similar to the liver biopsy, predominantly showing the blastemal component. The renal tumor biopsy supported the diagnosis of nephroblastoma. Despite chemotherapy, the patient passed away two months after the initial liver tumor biopsy. Results (if a Case Study enter NA) NA Conclusion Diagnosing nephroblastoma in adults poses significant challenges, particularly when initial presentations involve metastases. The occurrence of pediatric tumors in adulthood, though rare, should be considered in the diagnostic process after exhausting other possibilities. It is also important to note that the clinical presentation of pediatric tumors in adults may deviate from typical patterns. While Wilm’s tumor commonly presents as a painless, palpable abdominal mass in pediatric cases, adults may exhibit abdominal pain as the predominant symptom, as present in our case.

FBXO family genes promotes hepatocellular carcinoma via ubiquitination of p53

FBXO protein family plays an essential role in the ubiquitination process acting as E3 ligases, which may contribute to the progression of cancers. However, the molecular functions of FBXOs in hepatocellular carcinoma (HCC) remain incompletely understood. Here, we investigated the overlapping genes between the FBXOs and differentially expressed genes (DEGs) of HCC identified by utilizing The Cancer Genome Atlas (TCGA) dataset, then, a prognostic model with effective predictive capacity was constructed based on the uni-cox and LASSO regression analyses. To elucidate the underlying mechanism of the FBXO model genes, KEGG analysis was carried out. Drug metabolism-cytochrome P450 and retinol metabolism were revealed as the potential pathway, which Increased the credibility of subsequent drug prediction research. Meanwhile, patients divided by the prognostic model showed a different immune infiltrating status and we also found FBXO model genes may ubiquitinate P53, inducing TP53 more prone to mutations, thereby promoting the occurrence and development of tumors. Consistent with these findings, the result of immunohistochemistry (IHC) validated an elevated expression of these model genes in HCC tissues than in the adjacent tissues. The primary aim of this investigation is to formulate a prognostic model while exploring the underlying mechanisms associated with FBXO genes in HCC. These findings offer initial research perspectives on the involvement of FBXO genes in HCC and contribute to the discovery of dependable biomarkers for the management, prognostication, and early detection of HCC in patients.

Survival and Health Care Burden of Children With Retinoblastoma in Europe

Studies on the epidemiology of retinoblastoma (RB) could lead to improvement in management. To estimate the incidence and survival of RB in European children and the occurrence of second primary tumors (other than RB) in these patients. This cohort study used population-based data from 81 cancer registries in 31 European countries adhering to the European Cancer Registries (EUROCARE-6) project. Data collection took place between January 2000 and December 2013. European children aged 0 to 14 years diagnosed with RB were included. Data were analyzed from May to November 2023. Diagnosis of RB with International Classification of Diseases for Oncology, Third Edition (ICD-O-3), morphology coded 9510-9514 (retinoblastoma) and malignant behavior (fifth digit of morphology code, 3). Annual incidence (per million children aged 0-14 years), 5-year survival (%), and the standardized incidence ratio (SIR) of subsequent malignant neoplasms. The study included 3262 patients (mean [SD] age, 1.27 [1.63] years; 1706 [52%] male and 1556 [48%] female) from 81 registries. Of these, 3098 patients were considered in trend analysis after excluding registries with incomplete time coverage: 940 in 2000 to 2003, 703 in 2004 to 2006, 744 in 2007 to 2009, and 856 in 2010 to 2013. The estimated overall European incidence rate was 4.0 (95% CI, 3.9-4.1). Rates among countries varied from less than 2 million to greater than 6 million per year. No time trend of incidence was observed in any area. The overall European 5-year survival was 97.8% (95% CI, 95.5-98.9; 3180 cases). Five-year survival was lower in Estonia and Bulgaria (<80%) and 100% in several countries. Twenty-five subsequent malignant neoplasms were recorded during follow-up (up to 14 years), with an SIR of 8.2 and with cases occurring at mean ages between 1.3 and 8.9 years across different sites. An increased risk was found for hematological tumors (SIR, 5) and bone and soft tissue sarcomas (SIR, 29). This study showed RB incidence remained stable at 4.0 per 1 000 000 European children aged 0 to 14 years from 2000 to 2013, but estimates varied among countries and differences in survival across countries persist. These data might be used to monitor RB management and occurrences of second tumors. The findings suggest future registry studies should aim to collect standardized RB stage at diagnosis and treatment to interpret disparities and potentially improve surveillance.

Application of imaging technology for the diagnosis of malignancy in the pancreaticobiliary duodenal junction (Review).

The pancreaticobiliary duodenal junction (PBDJ) is the connecting area of the pancreatic duct, bile duct and duodenum. In a broad sense, it refers to a region formed by the head of the pancreas, the pancreatic segment of the common bile duct and the intraduodenal segment, the descending and the horizontal part of the duodenum, and the soft tissue around the pancreatic head. In a narrow sense, it refers to the anatomical Vater ampulla. Due to its complex and variable anatomical features, and the diversity of pathological changes, it is challenging to make an early diagnosis of malignancy at the PBDJ and define the histological type. The unique anatomical structure of this area may be the basis for the occurrence of malignant tumors. Therefore, understanding and subclassifying the anatomical configuration of the PBDJ is of great significance for the prevention and treatment of malignant tumors at their source. The present review comprehensively discusses commonly used imaging techniques and other new technologies for diagnosing malignancy at the PBDJ, offering evidence for physicians and patients to select appropriate examination methods.

JAK2 mutational status and the contribution of TERT and JAK2 polymorphisms to the occurrence of myeloproliferative neoplasms in Eastern Morocco

Background: The JAK2 V617F somatic mutation is a hallmark of myeloproliferative neoplasms (MPN) and is present in some patients with splanchnic venous thrombosis (SVT). Objectives: We investigated for the first time in Eastern Morocco the JAK2 mutational status and germline risk factors, such as the TERT and JAK2 polymorphisms, in MPN and SVT patients. Methods: This study included 38 patients with MPN, 24 patients presenting with SVT and 60 healthy donors from the BRO Biobank. JAK2 mutations were analyzed using qPCR and Sanger sequencing. Predisposing polymorphisms to MPN were evaluated using Sanger sequencing. Results: JAK2 V617F mutation was positive in 64.5% of patients with MPN and 20.8% of patients with SVT. The JAK2 V617F allelic burden ranged from 2% to 97.53%. We found a strong association between the JAK2 rs56241661 polymorphism of the JAK2 46/1 haplotype and the development of MPN. However, no association was detected between the TERT rs2736100 polymorpism and MPN. Conclusion: The JAK2 mutational status and its allelic burden in Eastern Morocco are consistent with previous studies. The JAK2 46/1 haplotype was strongly associated with MPN. However, unlike other previously studied populations, the TERT polymorphism rs2736100 has no effect on the occurrence of MPN in our population. Keywords: Myeloproliferative neoplasms; JAK2 V617F; TERT and JAK2 polymorphisms; genetic predisposition; Morocco.

9220 Machine Learning Methods In Differential Diagnosis Of Genetically Confirmed Multiple Endocrine Neoplasia Type 1 And Its Phenocopies

Abstract Disclosure: D. Trukhina: None. K. Voronov: None. E. Mamedova: None. A. Solodovnikov: None. Z. Belaya: None. Background. MEN-1 is a rare autosomal dominant disorder caused by mutations in the MEN1 gene encoding the menin protein (gMEN1). This syndrome is characterised by the occurrence of parathyroid tumours, gastroenteropancreatic neuroendocrine tumours, pituitary adenomas, and other endocrine and non-endocrine neoplasms. If a patient with the MEN-1 phenotype does not have any mutation in the MEN1 gene, the condition is considered a phenocopy of the syndrome (phMEN1). The goal of this study was to develop a machine learning algorithm to estimate the probability of gMEN-1 vs phMEN-1 based on easily available clinical features at first line differential diagnostics. Materials and methods. A single-center, one-stage, cohort, retrospective study was carried out. Patients were randomly stratified into 2 cohorts: training (80%) and test (20%). Eight machine learning algorithms were used to develop predictive models: Logistic Regression, k-nearest neighbors (kNN), Naive Bayes, binary decision tree (CART), C5.0 decision tree algorithms, Bagged CART, Random Forest, Gradient Boosting (Stochastic Gradient Boosting, GBM). Results. The study included 95 patients with genetically confirmed gMEN-1 syndrome and 60 patients with its phenocopies. As a result of preliminary data processing and selection for the most informative features, the final variables for the classification and prediction of gMEN-1 syndrome were identified: the number of affected parathyroid glands, age at diagnostics, pancreatic tumour existence, heredity, type of pituitary adenoma secretion, and gender. The kNN algorithm demonstrated the best diagnostic performance in a training sample (ROC-AUC - 0.96, sensitivity - 84%, specificity - 100%), which was confirmed in a test sample (ROC-AUC - 1.0; sensitivity - 94.4%, specificity - 100%) to determine genetically confirmed MEN-1 syndrome. Conclusion. The k-nearest neighbours (kNN) algorithm may be used as a first-line differential diagnostics method to select patients to be refered for genetic testing for gMEN-1. Presentation: 6/1/2024

6564 A Case of Severe Hypercalcemia in Carney's Complex

Abstract Disclosure: J. Chippior: None. M. Rayan: None. L. Wright: None. L.S. Kirschner: Grant Recipient; Self; Medpace, Sparrow, Corcept Therapeutics, Corcept, Spruce, CinCor, Crinetics, Adrenas. S.W. Ing: Grant Recipient; Self; Alexion Pharmaceuticals, Inc., Amgen Inc, Radius Health, Inc, Takeda, Ultragenyx, Amolyt, Bridge Bio. Carney complex is a rare syndrome with fewer than 750 reported cases, characterized by lentigniosis, myxomas, and the occurrence of both endocrine and non-endocrine tumors. An inactivating mutation PRKAR1A, which encodes for the type 1A regulatory subunit of Protein kinase A, is responsible for over 70% of familial cases and 37% of sporadic cases. A 31-year-old female with a history of Carney complex, Cushing syndrome due to primary pigmented nodular adrenocortical disease (PPNAD), facial lentigines, spinal Schwannomas, and recent ischemic stroke secondary to embolization of a cardiac atrial myxoma, was transferred to our medical center for hyperemesis and severe hypercalcemia. Albumin-corrected serum calcium measured 15.4 mg/dL (8.6-10.5 mg/dL), ionized calcium 7.8 mg/dL (4.6-5.3 mg/dL) associated with suppressed PTH, normal PTH-related protein, and elevated bone turnover markers, C-telopeptide 4,273 pg/ml (150-635) and Procollagen Type 1 N-terminal Propeptide 222 mcg/L (19-83). Evaluation for etiology of hypercalcemia revealed elevated 1,25 dihydroxy vitamin D at 107.0 pg/ml (20-79) and elevated interleukin-6 at 11 pg/ml (&amp;lt;6.4). IL-6 is expressed by cardiac myxomas. Serum angiotensin-converting enzyme level was 50 U/L (16-85) and infectious workup was negative for potential granulomatous causes of elevated calcitriol (including testing for tuberculosis, histoplasma, blastomyces, bartonella, and coccidioides). CT angiogram of the abdomen and pelvis (completed in preparation of atrial myxoma resection) revealed ground-glass opacities in bilateral posterior lung fields and multiple pulmonary nodules, with the largest measuring 8 mm. After treatment with aggressive intravenous fluid resuscitation, intramuscular calcitonin, and intravenous zoledronic acid, corrected calcium normalized to 9.4 mg/dL at discharge. Urinary cortisol was 6.2 mcg per 24-hr (3.5-45), for which she started hydrocortisone 20 mg daily to treat suspected adrenal insufficiency as excess cortisol secretion in PPNAD may be episodic. Thus remission of hypercortisolism may have unmasked an underlying hypercalcemia, and adrenal insufficiency itself may have contributed to this finding. She had excision of left atrial myxoma and has continued to exhibit normal calcium levels on steroid replacement therapy. Repeat chest CT to further characterize these pulmonary findings is planned. This case illustrates a unique constellation of endocrine features associated with severe hypercalcemia in Carney complex. Presentation: 6/1/2024

6564 A Case Of Severe Hypercalcemia In Carney's Complex

Abstract Disclosure: J. Chippior: None. M. Rayan: None. L. Wright: None. L.S. Kirschner: Grant Recipient; Self; Medpace, Sparrow, Corcept Therapeutics, Corcept, Spruce, CinCor, Crinetics, Adrenas. S.W. Ing: Grant Recipient; Self; Alexion Pharmaceuticals, Inc., Amgen Inc, Radius Health, Inc, Takeda, Ultragenyx, Amolyt, Bridge Bio. Carney complex is a rare syndrome with fewer than 750 reported cases, characterized by lentigniosis, myxomas, and the occurrence of both endocrine and non-endocrine tumors. An inactivating mutation PRKAR1A, which encodes for the type 1A regulatory subunit of Protein kinase A, is responsible for over 70% of familial cases and 37% of sporadic cases. A 31-year-old female with a history of Carney complex, Cushing syndrome due to primary pigmented nodular adrenocortical disease (PPNAD), facial lentigines, spinal Schwannomas, and recent ischemic stroke secondary to embolization of a cardiac atrial myxoma, was transferred to our medical center for hyperemesis and severe hypercalcemia. Albumin-corrected serum calcium measured 15.4 mg/dL (8.6-10.5 mg/dL), ionized calcium 7.8 mg/dL (4.6-5.3 mg/dL) associated with suppressed PTH, normal PTH-related protein, and elevated bone turnover markers, C-telopeptide 4,273 pg/ml (150-635) and Procollagen Type 1 N-terminal Propeptide 222 mcg/L (19-83). Evaluation for etiology of hypercalcemia revealed elevated 1,25 dihydroxy vitamin D at 107.0 pg/ml (20-79) and elevated interleukin-6 at 11 pg/ml (&amp;lt;6.4). IL-6 is expressed by cardiac myxomas. Serum angiotensin-converting enzyme level was 50 U/L (16-85) and infectious workup was negative for potential granulomatous causes of elevated calcitriol (including testing for tuberculosis, histoplasma, blastomyces, bartonella, and coccidioides). CT angiogram of the abdomen and pelvis (completed in preparation of atrial myxoma resection) revealed ground-glass opacities in bilateral posterior lung fields and multiple pulmonary nodules, with the largest measuring 8 mm. After treatment with aggressive intravenous fluid resuscitation, intramuscular calcitonin, and intravenous zoledronic acid, corrected calcium normalized to 9.4 mg/dL at discharge. Urinary cortisol was 6.2 mcg per 24-hr (3.5-45), for which she started hydrocortisone 20 mg daily to treat suspected adrenal insufficiency as excess cortisol secretion in PPNAD may be episodic. Thus remission of hypercortisolism may have unmasked an underlying hypercalcemia, and adrenal insufficiency itself may have contributed to this finding. She had excision of left atrial myxoma and has continued to exhibit normal calcium levels on steroid replacement therapy. Repeat chest CT to further characterize these pulmonary findings is planned. This case illustrates a unique constellation of endocrine features associated with severe hypercalcemia in Carney complex. Presentation: 6/1/2024

7845 Machine Learning Methods In Differential Diagnosis Of Genetically Confirmed Multiple Endocrine Neoplasia Type 1 And Its Phenocopies

Abstract Disclosure: D. Trukhina: None. K. Voronov: None. E. Mamedova: None. A. Solodovnikov: None. Z. Belaya: None. Background. MEN-1 is a rare autosomal dominant disorder caused by mutations in the MEN1 gene encoding the menin protein (gMEN1). This syndrome is characterised by the occurrence of parathyroid tumours, gastroenteropancreatic neuroendocrine tumours, pituitary adenomas, and other endocrine and non-endocrine neoplasms. If a patient with the MEN-1 phenotype does not have any mutation in the MEN1 gene, the condition is considered a phenocopy of the syndrome (phMEN1).The goal of this study was to develop a machine learning algorithm to estimate the probability of gMEN-1 vs phMEN-1 based on easily available clinical features at first line differential diagnostics. Materials and methods. A single-center, one-stage, cohort, retrospective study was carried out. Patients were randomly stratified into 2 cohorts: training (80%) and test (20%). Eight machine learning algorithms were used to develop predictive models: Logistic Regression, k-nearest neighbors (kNN), Naive Bayes, binary decision tree (CART), C5.0 decision tree algorithms, Bagged CART, Random Forest, Gradient Boosting (Stochastic Gradient Boosting, GBM). Results. The study included 95 patients with genetically confirmed gMEN-1 syndrome and 60 patients with its phenocopies. As a result of preliminary data processing and selection for the most informative features, the final variables for the classification and prediction of gMEN-1 syndrome were identified: the number of affected parathyroid glands, age at diagnostics, pancreatic tumour existence, heredity, type of pituitary adenoma secretion, and gender. The kNN algorithm demonstrated the best diagnostic performance in a training sample (ROC-AUC - 0.96, sensitivity - 84%, specificity - 100%), which was confirmed in a test sample (ROC-AUC - 1.0; sensitivity - 94.4%, specificity - 100%) to determine genetically confirmed MEN-1 syndrome. Conclusion. The k-nearest neighbours (kNN) algorithm may be used as a first-line differential diagnostics method to select patients to be refered for genetic testing for gMEN-1. Presentation: 6/1/2024