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Keywords = medullary thyroid carcinoma

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13 pages, 3010 KB  
Article
Improved Preoperative Diagnosis of Medullary Thyroid Carcinoma Using Dual-Mode Ultrasound Radiomics
by Luying Gao, Naishi Li, Yu Xia, Liyuan Ma, Yuang An, Jiang Ji, Jionghui Gu, Dingyue Zhang, Nengwen Luo, Yang Cao, Yijian Fan and Yuxin Jiang
Cancers 2026, 18(11), 1738; https://doi.org/10.3390/cancers18111738 - 26 May 2026
Abstract
Background: Preoperative diagnosis of medullary thyroid carcinoma (MTC) is clinically challenging due to sonographic overlap with other thyroid tumors. To address this, we aimed to develop a multi-vendor, multimodal radiomic framework for accurate MTC identification, comparing its diagnostic performance with that of [...] Read more.
Background: Preoperative diagnosis of medullary thyroid carcinoma (MTC) is clinically challenging due to sonographic overlap with other thyroid tumors. To address this, we aimed to develop a multi-vendor, multimodal radiomic framework for accurate MTC identification, comparing its diagnostic performance with that of experienced radiologists. Methods: This retrospective study included 467 pathologically confirmed thyroid nodules (94 MTCs, 373 non-MTCs) acquired across multiple ultrasound platforms. The dataset was randomly partitioned into training (80%) and internal testing (20%) sets. In total, 2250 radiomic features were extracted from grayscale and color Doppler images, followed by Z-score normalization to mitigate batch effects. A robust feature selection strategy (LASSO and recursive feature elimination) identified optimal signatures for developing machine learning classifiers (SVM, LR, RF). The optimal model was further validated on an independent, balanced cohort (n = 60; comprising 12 cases each of MTC, papillary carcinoma, follicular carcinoma, follicular adenoma, and nodular goiter) and compared with experienced radiologists across seven classification tasks. Results: The RF model achieved an AUC of 0.993 in distinguishing MTC from papillary carcinoma. The LR model showed an AUC of 0.991 for identifying MTC from all other nodules. In the independent validation cohort, the models maintained superior discriminatory ability, showing better diagnostic performance compared to the image interpretation by radiologists (AUC 0.993 vs. 0.488, p < 0.001). Conclusions: The proposed multi-vendor, multimodal radiomic system demonstrated good discriminative ability in the diagnosis and stratification of MTC. By integrating grayscale and Doppler ultrasound features while overcoming scanner variability, this model shows potential as a non-invasive adjunctive tool. Full article
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12 pages, 1773 KB  
Article
Familial Status Modulates the Stability of Excellent Response in Non-Medullary Thyroid Carcinoma: Implications for Tailored Surveillance
by Laura Valerio, Alfonso Sagnella, Fabio Maino, Elisa Mattii, Alessandra Cartocci and Maria Grazia Castagna
Cancers 2026, 18(10), 1525; https://doi.org/10.3390/cancers18101525 - 9 May 2026
Viewed by 225
Abstract
Background: The clinical impact of familial history on the prognosis of non-medullary thyroid cancer (NMTC) remains controversial. This study aimed to investigate whether familial NMTC (fNMTC) is associated with different patterns of response-to-therapy evolution over time compared to sporadic NMTC (sNMTC), using a [...] Read more.
Background: The clinical impact of familial history on the prognosis of non-medullary thyroid cancer (NMTC) remains controversial. This study aimed to investigate whether familial NMTC (fNMTC) is associated with different patterns of response-to-therapy evolution over time compared to sporadic NMTC (sNMTC), using a dynamic risk stratification (DRS) approach. Methods: We analyzed 665 sNMTC cases and 130 fNMTC cases. Response to therapy was assessed at the first follow-up (6–12 months after initial therapy) and at the last outcome. Univariate and multivariate analyses were used to assess the role of family history as a modifier of response reclassification, independently of established prognostic factors. Results: A significant difference in the dynamic pattern of response evolution was observed between fNMTC and sNMTC (p = 0.003), with familial cases showing higher response variability. Among patients with an initial excellent response (n = 558), familial status remained the only independent predictor of losing excellent response (OR 3.3, 95% CI 1.54–7.12; p = 0.002). The worsening in fNMTC was primarily driven by transitions to indeterminate or biochemical incomplete responses (12.3% vs. 4.2%, p = 0.006), while structural progression remained rare and similar between groups (2.5% vs. 1.3%, p = 0.33). Regarding recovery, 50.2% of patients with an initial non-excellent response achieved an excellent response, with no significant difference between familial and sporadic cases (61.2% vs. 47.3%, p = 0.1). An intermediate-to-high ATA risk class was independently associated with a lower probability of achieving an excellent response (OR 0.45, 95% CI 0.25–0.91; p = 0.01). Conclusions: These findings suggest that “Excellent Response” is more fragile in a familial context. Familial NMTC might require prolonged and vigilant biochemical surveillance, even when cases appear to be in full remission. Full article
(This article belongs to the Section Clinical Research of Cancer)
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11 pages, 3285 KB  
Case Report
Generalized Cutaneous Lichen Amyloidosis in a Patient with an Ultra-Rare RET Y806C Variant Associated with MEN2A: A Case Report and Literature Review
by Nina Łabędź, Anna Wiśniewska-Szymańska, Katarzyna Korecka, Ewelina Szczepanek-Parulska, Bartłomiej Budny, Małgorzata Janicka-Jedyńska, Monika Bowszyc-Dmochowska, Aleksandra Dańczak-Pazdrowska and Adriana Polańska
J. Clin. Med. 2026, 15(10), 3572; https://doi.org/10.3390/jcm15103572 - 7 May 2026
Viewed by 325
Abstract
Cutaneous lichen amyloidosis (CLA) is a rare dermatological condition characterized by amyloid deposition in the skin, presenting as pruritic, hyperkeratotic papules. Although most cases are sporadic, CLA has been associated with multiple endocrine neoplasia type 2A (MEN2A), a hereditary syndrome caused by germline [...] Read more.
Cutaneous lichen amyloidosis (CLA) is a rare dermatological condition characterized by amyloid deposition in the skin, presenting as pruritic, hyperkeratotic papules. Although most cases are sporadic, CLA has been associated with multiple endocrine neoplasia type 2A (MEN2A), a hereditary syndrome caused by germline alterations in the RET proto-oncogene. In MEN2A, CLA is typically localized to the interscapular region and linked to RET codon 634 variants, whereas generalized forms are rare. We report a male patient with MEN2A and a generalized form of CLA that preceded the diagnosis of primary hyperparathyroidism (PHPT) and medullary thyroid carcinoma (MTC). Genetic testing using Sanger sequencing identified an ultra-rare heterozygous RET variant, p.Y806C, in exon 14, currently classified as a variant of uncertain significance (VUS). This variant has not been previously described in association with MEN2A. This case may contribute to understanding genotype–phenotype correlations in MEN2A and suggests that atypical or generalized CLA may be an early clinical clue warranting consideration of RET genetic testing. Full article
(This article belongs to the Section Dermatology)
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8 pages, 2402 KB  
Case Report
Metastatic Medullary Thyroid Carcinoma Without Identifiable Primary Tumor Within the Thyroid Gland, Presenting with Initial Lymph Node Metastasis Followed by Distant Peritoneal Metastasis: A Case Report of a Rare Phenomenon
by Eunyeong Lee, Jungsup Byun, Moonsik Kim, Jae-Hui Kim, Ji-Young Park, Jongmin Park and An Na Seo
J. Clin. Med. 2026, 15(7), 2733; https://doi.org/10.3390/jcm15072733 - 4 Apr 2026
Viewed by 352
Abstract
Background: We report a rare case of a metastatic neoplasm in the regional lymph nodes and peritoneum whose histopathologic and immunophenotypic profiles were most consistent with a diagnosis of medullary thyroid carcinoma (MTC), although a primary tumor was not histologically demonstrated in the [...] Read more.
Background: We report a rare case of a metastatic neoplasm in the regional lymph nodes and peritoneum whose histopathologic and immunophenotypic profiles were most consistent with a diagnosis of medullary thyroid carcinoma (MTC), although a primary tumor was not histologically demonstrated in the thyroidectomy specimen. Case presentation: A 64-year-old man presented with abdominal pain and was found to have increased calcitonin level and a 20 mm lesion in the peritoneum. Peritoneum biopsy revealed plasmacytoid tumor cells which were positive for calcitonin and synaptophysin staining. The patient had a past history of neck dissection due to left side neck mass. The histology revealed metastatic carcinoma with a nested pattern surrounded by fibrous stroma with stromal amyloid deposition. With immunohistochemistry, the findings were most consistent with metastatic MTC, but following total thyroidectomy showed no malignancy. Next-generation sequencing identified a pathogenic HRAS mutation, but RET mutation was not identified. Despite vandetanib treatment, the disease progressed and the patient expired. Conclusions: This case highlights a rare presentation of a metastatic neoplasm highly suggestive of RET wild-type MTC with peritoneal involvement, despite the absence of an identifiable primary lesion. Full article
(This article belongs to the Special Issue Thyroid Cancer: Clinical Diagnosis and Treatment)
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26 pages, 1281 KB  
Review
RET Signaling Pathway in Human Cancer: Oncogenic Mechanisms, Selective Inhibitors, and Emerging Resistance Strategies
by Spencer Streit, Aala Dweik, Amen Mahtab, Sundas Ali, Abat Khan and Matthew Salzberg
Int. J. Mol. Sci. 2026, 27(7), 3180; https://doi.org/10.3390/ijms27073180 - 31 Mar 2026
Cited by 1 | Viewed by 1132
Abstract
The proto-oncogene Rearranged During Transfection (RET) encodes a receptor tyrosine kinase that is essential for neural, renal, and thyroid development. Pathogenic RET alterations, including mutations and fusions, drive oncogenesis, most notably medullary and papillary thyroid carcinomas and non-small cell lung cancer, by constitutively [...] Read more.
The proto-oncogene Rearranged During Transfection (RET) encodes a receptor tyrosine kinase that is essential for neural, renal, and thyroid development. Pathogenic RET alterations, including mutations and fusions, drive oncogenesis, most notably medullary and papillary thyroid carcinomas and non-small cell lung cancer, by constitutively activating downstream RAS–MAPK, PI3K–AKT, and JAK–STAT signaling. Early multi-kinase inhibitors such as vandetanib and cabozantinib demonstrated modest efficacy with significant toxicity, whereas the selective RET inhibitors selpercatinib and pralsetinib have achieved improved response rates and tolerability. However, resistance remains a key clinical challenge, arising from secondary RET mutations and bypass signaling via MET or EGFR pathways. Continued investigation into next-generation inhibitors and rational combination therapies aims to overcome resistance and optimize treatment sequencing, advancing precision oncology for RET-altered malignancies. Nonetheless, resistance, driven by secondary mutations and bypass signaling, presents a major therapeutic challenge. Ongoing development of next-generation inhibitors and combination strategies aims to overcome resistance and improve patient outcomes. Full article
(This article belongs to the Section Molecular Oncology)
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19 pages, 1043 KB  
Article
The Pitfalls of Calcitonin as a Tumor Marker: Real-Life Data of Patients with Elevated Basal Calcitonin Levels but Without Evidence of Medullary Thyroid Carcinoma
by Ann-Kathrin Lederer, Constantin-Leonard Jacob Kessler, Nabila Bouzakri, Oana Lozan, Florian Wild, Katharina Theresa Rauschkolb-Olk, Heidi Rossmann, Hauke Lang and Thomas J. Musholt
J. Clin. Med. 2026, 15(7), 2500; https://doi.org/10.3390/jcm15072500 - 25 Mar 2026
Viewed by 1013
Abstract
Background: Calcitonin, a tumor marker primarily used to diagnose medullary thyroid carcinoma (MTC), can also be elevated in other conditions, complicating diagnosis. This study aims to provide a clinical evaluation of the real-world consequences of unexplained calcitonin elevation. Methods: We conducted [...] Read more.
Background: Calcitonin, a tumor marker primarily used to diagnose medullary thyroid carcinoma (MTC), can also be elevated in other conditions, complicating diagnosis. This study aims to provide a clinical evaluation of the real-world consequences of unexplained calcitonin elevation. Methods: We conducted a retrospective cohort study of patients with elevated basal calcitonin levels who presented at the Department of General, Visceral, and Transplantation Surgery, University Medical Center Mainz, between January 2015 and March 2025. Additionally, we reviewed electronic health records from 2007 onward for patients with ICD codes indicating calcitonin hypersecretion. Patients with confirmed MTC or genetic syndromes were excluded. Results: Of 345 patients with elevated calcitonin levels, 167 (48%) met the inclusion criteria, and 29 additional patients with calcitonin hypersecretion were identified via ICD, resulting in 167 patients analyzed. More than half of the patients were female (52%), had an average age of 53.9 years and a high prevalence of goiter (86%). Calcitonin levels were slightly elevated (<20 pg/mL) in 81% of cases and were above 50 pg/mL in only 10 patients. Surgery was performed in 77% of patients, mainly to exclude malignancy. Postoperatively, calcitonin normalized in 86% of patients but remained elevated in eight patients. Two of these patients were found to have false-positive results due to assay interference. Follow-up data were incomplete for a substantial proportion of patients, with a median follow-up of 4.6 months. The mortality rate was 4%, with causes unrelated to calcitonin levels. Conclusions: Elevated basal calcitonin levels, especially slightly elevated levels (<20 pg/mL), are common in clinical practice and often do not appear to be related to malignant disease, so careful investigation is required. Persistently elevated calcitonin levels justify further examinations, especially if other explanations can be ruled out. Only a few patients attend follow-up appointments, which makes patient follow-up challenging. Full article
(This article belongs to the Special Issue Endocrine Surgery: Current Treatment and Future Options)
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13 pages, 525 KB  
Article
Monocyte-to-Lymphocyte Ratio as New Prognostic Factor in Patients with Medullary Thyroid Carcinoma
by Luca Canali, Francesca Gaino, Claudia Valenziano, Giulio Sandri, Alberto Paderno, Fabio Ferreli, Luca Malvezzi, Gherardo Mazziotti, Andrea Lania, Giuseppe Spriano and Giuseppe Mercante
J. Clin. Med. 2026, 15(6), 2363; https://doi.org/10.3390/jcm15062363 - 19 Mar 2026
Viewed by 457
Abstract
Objectives: Medullary thyroid carcinoma (MTC) is a rare but biologically aggressive neuroendocrine tumor for which reliable preoperative prognostic biomarkers are still lacking. This study aimed to evaluate the association between preoperative blood immunological markers and disease recurrence in patients with MTC undergoing curative [...] Read more.
Objectives: Medullary thyroid carcinoma (MTC) is a rare but biologically aggressive neuroendocrine tumor for which reliable preoperative prognostic biomarkers are still lacking. This study aimed to evaluate the association between preoperative blood immunological markers and disease recurrence in patients with MTC undergoing curative surgery. Methods: We conducted a retrospective cohort study at a single tertiary academic center including 52 consecutive patients who underwent curative surgery for MTC between January 1999 and December 2023. The study size was determined by including all eligible consecutive patients meeting predefined inclusion/exclusion criteria within the study period. Preoperative inflammatory indices (MLR, NLR, PLR, SII, SIRI) were calculated from standardized complete blood count tests performed within 30 days before surgery. Disease-free survival (DFS) was calculated using the Kaplan–Meier method. Cox proportional hazards regression analysis with a backward stepwise selection based on the Akaike Information Criterion was used to identify independent predictors of recurrence, adjusting for potential confounders. Results: The mean age was 55.0 years (range 31–75), and 73% of patients were female. The ROC-derived cut-off for preCT was 181 pg/mL. Locally advanced disease (T3-T4) was observed in 12% of cases, and cervical node metastases in 27%. With a mean follow-up of 75.48 months, the 3- and 5-year DFS rates were 91% and 86%, respectively. On multivariable Cox regression, a high monocyte-to-lymphocyte ratio (MLR ≥0.37), positive surgical margins, and pathological nodal involvement remained independently associated with worse DFS after confounder adjustment (HR 9.73, 10.78, and 17.71, respectively). Conclusions: Elevated MLR, histological node metastases, and positive surgical margins independently predict recurrence in MTC after curative treatment. Preoperative MLR may represent a simple, inexpensive, and reproducible biomarker to improve preoperative risk stratification and personalize surgical and follow-up strategies: patients with MLR ≥0.37 may benefit from more aggressive management and/or closer follow-up. Full article
(This article belongs to the Special Issue Diagnosis, Treatment and Prognosis of Head and Neck Cancer)
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17 pages, 1736 KB  
Article
Tyrosine Kinase Inhibitor Therapy in Metastatic Medullary Thyroid Carcinoma: Real-World Data from Turkish Oncology Group
by Sedat Yıldız, Hacer Demir, Talha Özüdoğru, Damla Günenç, Zeynep Sıla Gökdere, Hayati Arvas, Zuhat Urakçı, Seda Jeral Evinç, Özkan Alan, Rumeysa Çolak, Mesut Yılmaz, Esra Aşık, Atila Yıldırım, Ali Kaan Güren, Osman Köstek, Berkan Karabuğa, Öztürk Ateş, Canberk Şencan, Tuğba Yavuzşen, Şuheda Ataş İpek, İsmail Oğuz Kara, Teoman Şakalar, Ahmet Cebeli Gökay, Havva Yeşil Çınkır, Ahmet Kürşad Dişli, Mevlüde İnanç, Olçun Ümit Ünal, Emre Yılmaz, İlhan Hacıbekiroğlu, Sait Kitaplı, Özgür Tanrıverdi, Elif Şahin, Muhammed Fatih Sağıroğlu, Pembegül Yumuştutan, Seray Saray, Selahattin Çelik, Hayriye Şahinli, Azer Gökmen, Gizem Bakır Kahveci, Didem Divriklioğlu and Saadettin Kılıçkapadd Show full author list remove Hide full author list
J. Clin. Med. 2026, 15(6), 2353; https://doi.org/10.3390/jcm15062353 - 19 Mar 2026
Viewed by 675
Abstract
Background: Vandetanib and cabozantinib are the approved first-line antiangiogenic multikinase inhibitors (aaMKIs) for metastatic medullary thyroid carcinoma (MTC); however, real-world data on their comparative efficacy, optimal sequencing, and outcomes beyond the first-line setting remain limited. We report multicenter real-world outcomes from a large [...] Read more.
Background: Vandetanib and cabozantinib are the approved first-line antiangiogenic multikinase inhibitors (aaMKIs) for metastatic medullary thyroid carcinoma (MTC); however, real-world data on their comparative efficacy, optimal sequencing, and outcomes beyond the first-line setting remain limited. We report multicenter real-world outcomes from a large Turkish cohort. Methods: In this retrospective multicenter cohort study, we analyzed data from 24 oncology referral centers across Türkiye. Patients with histologically confirmed metastatic MTC who received systemic therapy between December 2011 and December 2024 were included. The primary endpoint was progression-free survival (PFS), assessed separately for first-line (PFS1) and second-line (PFS2) therapy. Overall survival (OS) and prognostic factors were evaluated using Kaplan–Meier and Cox proportional hazards analyses. Results: A total of 115 patients were included (median age 47.4 years; 63.5% male). In the first-line setting, vandetanib (47.8%) and cabozantinib (30.4%) were the most frequently used agents. Median PFS1 was 40.8 months with vandetanib and was not reached with cabozantinib; both were significantly superior to chemotherapy (median PFS1 4.9 months; log-rank p < 0.001). In the second-line setting, median PFS2 was not reached with cabozantinib and was 32.5 months with vandetanib. Sequential use of cabozantinib and vandetanib across the first two lines was associated with a median time to second progression of 114 months, compared with 39 months in patients receiving any other TKI combination (p = 0.003). Second-line use of cabozantinib or vandetanib was independently associated with improved OS (HR 0.40, 95% CI 0.16–0.98; p = 0.046). On multivariate analysis, younger age (HR 0.16, 95% CI 0.03–0.72; p = 0.017) and bone metastasis (HR 0.29, 95% CI 0.11–0.73; p = 0.009) were independent prognostic factors for OS. Conclusions: In this real-world cohort of patients with metastatic MTC, cabozantinib and vandetanib demonstrated durable efficacy across treatment lines, substantially outperforming alternative TKIs and chemotherapy. Sequential use of both approved aaMKIs was associated with prolonged disease control. These findings suggest a potential association between access to both agents and improved outcomes. They are consistent with their central role in treatment sequencing, particularly in settings with limited access to selective RET inhibitors. Given the retrospective design and small subgroup sizes, these results should be interpreted as exploratory and hypothesis-generating. Full article
(This article belongs to the Section Oncology)
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18 pages, 301 KB  
Review
Current Evidence, Selective Indications, and the Role of Lymph-Node Assessment in Intraoperative Frozen Section in Thyroid Cancer Surgery: A Literature Review
by Gregorio Scerrino, Marco Marciano', Bianca Vicari, Maria Aurora Bullaro, Renato Di Vuolo, Pierina Richiusa, Giuseppina Orlando, Vito Rodolico and Giuseppina Melfa
J. Clin. Med. 2026, 15(4), 1611; https://doi.org/10.3390/jcm15041611 - 19 Feb 2026
Viewed by 689
Abstract
Background/Objective: Intraoperative frozen section (FS) has long been used in thyroid surgery; however, its routine usefulness has shrunk with high-resolution ultrasound, standardized cytology, and molecular diagnostics. This narrative review synthesizes >20 years of evidence to clarify where FS still adds clinically meaningful [...] Read more.
Background/Objective: Intraoperative frozen section (FS) has long been used in thyroid surgery; however, its routine usefulness has shrunk with high-resolution ultrasound, standardized cytology, and molecular diagnostics. This narrative review synthesizes >20 years of evidence to clarify where FS still adds clinically meaningful value and where it does not. Methods: This study constitutes a narrative review of the contemporary literature spanning more than two decades, integrating prospective and retrospective evidence on FS performance in indeterminate/suspicious cytology (Bethesda III–V), NIFTP recognition, central compartment lymph nodes in papillary thyroid carcinoma (PTC), and prognostic intraoperative markers in medullary thyroid carcinoma (MTC). It also examines how guidelines and emerging technologies influence intraoperative decision-making. Results: FS shows high specificity but limited sensitivity in Bethesda III–IV and Bethesda V cytology, offering minimal incremental diagnostic help in the settings with greatest preoperative uncertainty. FS cannot diagnose NIFTP because definitive classification requires complete capsular examination, incompatible with intraoperative pathology workflows. The most consistent value is FS of central compartment lymph nodes in PTC: it reliably detects macrometastases, enables real-time tailoring of surgical extent, and may reduce staged completion operations. In MTC, intraoperative assessment of desmoplastic stromal reaction appears promising as a prognostic marker; however, it remains investigational and not yet embedded in standard surgical algorithms. Guidelines internationally therefore de-emphasize routine FS. Meanwhile, evolving tools (quantitative imaging, molecular profiling, AI) are reshaping intraoperative decision-support, increasingly positioning FS as one component of a multimodal framework rather than a standalone arbiter. Conclusions: Routine FS is largely unsupported in modern risk-stratified thyroid practice due to the low sensitivity in key cytologic gray zones and inability to diagnose NIFTP. Its selective strength persists most clearly in central neck lymph-node assessment in PTC, where it can directly change intraoperative management. Future operative strategies will likely treat FS as an adjunct—contextualized and amplified by imaging, molecular data, and AI—rather than as a default diagnostic step. Full article
(This article belongs to the Special Issue Recent Advances in Endocrine Surgery—2nd Edition)
10 pages, 363 KB  
Review
Clinical Impact of Semaglutide Beyond Glycemic Control: A Critical Analysis of Oncogenic Potential and Mitigation of Cardiotoxicity
by Adriana Correra, Alfredo Mauriello, Valeria Cetoretta, Anna Chiara Maratea, Lucia Riegler, Isabella Di Sarno, Francesco Giallauria, Federico Guerra, Vincenzo Russo and Antonello D’Andrea
Pharmaceuticals 2026, 19(2), 297; https://doi.org/10.3390/ph19020297 - 10 Feb 2026
Viewed by 1436
Abstract
Introduction: Semaglutide, a glucagon-like peptide-1 receptor agonist (GLP-1RA), has demonstrated unprecedented efficacy in the treatment of type 2 diabetes mellitus (T2DM) and obesity. However, its rapid clinical widespread use has ignited a debate regarding long-term safety, particularly concerning the risk of specific [...] Read more.
Introduction: Semaglutide, a glucagon-like peptide-1 receptor agonist (GLP-1RA), has demonstrated unprecedented efficacy in the treatment of type 2 diabetes mellitus (T2DM) and obesity. However, its rapid clinical widespread use has ignited a debate regarding long-term safety, particularly concerning the risk of specific neoplasms and its ability to modulate cardiovascular health, not only as primary prevention but also as a potential agent to mitigate cardiotoxicity. Objectives: This narrative review aims to analyze the most recent evidence from clinical trials and post-marketing surveillance to evaluate the correlation between semaglutide use and the incidence of cancer, as well as the drug’s efficacy in reducing cardiotoxicity induced by anticancer therapies. Results and Discussion: While preclinical rodent models suggested a link to medullary thyroid carcinoma, human epidemiological data remain reassuring, though caution is advised in patients with genetic predisposition. Regarding pancreatic cancer, current meta-analyses do not confirm a significant increase in risk, suggesting that metabolic benefits outweigh potential concerns. Conclusions: Semaglutide is confirmed as a therapeutic tool with a highly favorable benefit–risk profile. While oncological monitoring must continue, the drug’s cardioprotective and anti-inflammatory properties open new frontiers not only in metabolic management but also in safeguarding cardiovascular integrity in complex clinical scenarios. Full article
(This article belongs to the Section Biopharmaceuticals)
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17 pages, 923 KB  
Article
Pulmonary Arterial Hypertension and Cancer: Unveiling Parallels in Epidemiology, Clinical Pathways, and Therapeutic Strategies
by Karim El-Kersh, Nadine Zawadzki, Catelyn Coyle, Shurui Zhang, Dhruv Dalal, Anna Watzker, Dominik Lautsch and Jason Shafrin
J. Mark. Access Health Policy 2026, 14(1), 9; https://doi.org/10.3390/jmahp14010009 - 6 Feb 2026
Viewed by 1206
Abstract
Pulmonary arterial hypertension (PAH) and cancer share high mortality and complex prognoses. Due to PAH’s rarity, these parallels may be underrecognized by healthcare stakeholders. This study explored similarities between PAH and cancer across epidemiological, clinical, therapeutic, and healthcare resource utilization (HCRU) considerations. A [...] Read more.
Pulmonary arterial hypertension (PAH) and cancer share high mortality and complex prognoses. Due to PAH’s rarity, these parallels may be underrecognized by healthcare stakeholders. This study explored similarities between PAH and cancer across epidemiological, clinical, therapeutic, and healthcare resource utilization (HCRU) considerations. A four-step approach was employed: (1) inclusion/exclusion criteria were applied to identify potential PAH cancer analogs; (2) characteristics for comparison were categorized as epidemiologic, clinical, therapeutic landscape, and HCRU; (3) a targeted literature review extracted data on disease characteristics; (4) a similarity ranking was calculated as the absolute difference between each cancer’s and PAH’s characteristics. Fourteen cancers met the inclusion criteria. Well-differentiated thyroid cancer (WDTC) had the highest number (5) of characteristics closest to PAH. WDTC and medullary thyroid cancer were most similar to PAH in epidemiology; gastrointestinal stromal tumor was most similar in clinical and HCRU characteristics, and anaplastic lymphoma kinase-positive (ALK+) non-small-cell lung cancer and renal cell carcinoma were most similar in therapeutic landscape. Although no single cancer fully mirrors PAH, the identification of multiple analogs underscores PAH’s multidimensional complexity and confirms its overlap with oncological conditions. Cancer analogs could serve as a valuable framework for enhancing recognition of PAH’s clinical, therapeutic, and HRCU implications among healthcare stakeholders. Full article
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21 pages, 7669 KB  
Article
BCAR3 Hypomethylation as a Potential Diagnostic Marker for Thyroid Cancer and Its Mechanism via Promoting EMT and AKT/mTOR Pathway
by Wenkang Yu, Yizhu Mao, Yifei Yin, Jiacheng Yang, Yi Zhang, Xuandong Huang, Yifen Zhang, Chenxia Jiang and Rongxi Yang
Cancers 2026, 18(2), 267; https://doi.org/10.3390/cancers18020267 - 15 Jan 2026
Viewed by 581
Abstract
Background: BCAR3 has been implicated in various cancers, yet its role in thyroid cancer (TC) remains unclear. This study aimed to investigate the methylation status, functional effects, and underlying mechanisms of BCAR3 in TC. Methods: BCAR3 methylation was analyzed using matrix-assisted laser desorption/ionization–time-of-flight [...] Read more.
Background: BCAR3 has been implicated in various cancers, yet its role in thyroid cancer (TC) remains unclear. This study aimed to investigate the methylation status, functional effects, and underlying mechanisms of BCAR3 in TC. Methods: BCAR3 methylation was analyzed using matrix-assisted laser desorption/ionization–time-of-flight (MALDI-TOF) mass spectrometry in 422 TC and 371 benign thyroid nodule samples. Expression levels were assessed via immunohistochemistry, qPCR, and Western blot. Functional assays including proliferation, migration, and invasion were performed after BCAR3 knockdown. Rescue experiments using a PI3K activator were conducted to examine pathway mechanisms. Results: BCAR3 was significantly hypomethylated in TC compared to benign tissues (p < 0.001), with CpG_6 most strongly associated with TC risk (odds ratio, OR = 1.73, p < 0.001). Notably, BCAR3 hypomethylation was more pronounced in cases with larger tumor size and advanced disease stage. Furthermore, BCAR3 methylation showed differential patterns across TC subtypes, with medullary thyroid carcinoma exhibiting the lowest methylation levels. BCAR3 expression was upregulated in TC tissues and cell lines (p < 0.05). Mechanistically, BCAR3 knockdown reduced phosphorylation of AKT/mTOR and altered expression of epithelial-to-mesenchymal transition (EMT) marker, characterized by an increase in E-cadherin and decreases in Vimentin and N-cadherin, and consequently suppressed proliferation, migration, and invasion (p < 0.05). Rescue experiments with a PI3K activator showed a trend towards restoration of these effects, although not to the level of the control groups. Conclusions: BCAR3 hypomethylation contributes to TC cells’ proliferation, migration, and invasion by promoting AKT/mTOR activation and EMT. These findings highlight the potential of BCAR3 methylation as both a biomarker and a therapeutic target in TC. Full article
(This article belongs to the Section Molecular Cancer Biology)
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22 pages, 636 KB  
Review
Artificial Intelligence and Machine Learning in Pediatric Endocrine Tumors: Opportunities, Pitfalls, and a Roadmap for Trustworthy Clinical Translation
by Michaela Kuhlen, Fabio Hellmann, Elisabeth Pfaehler, Elisabeth André and Antje Redlich
Biomedicines 2026, 14(1), 146; https://doi.org/10.3390/biomedicines14010146 - 11 Jan 2026
Cited by 1 | Viewed by 995
Abstract
Artificial intelligence (AI) and machine learning (ML) are reshaping cancer research and care. In pediatric oncology, early evidence—most robust in imaging—suggests value for diagnosis, risk stratification, and assessment of treatment response. Pediatric endocrine tumors are rare and heterogeneous, including intra- and extra-adrenal paraganglioma [...] Read more.
Artificial intelligence (AI) and machine learning (ML) are reshaping cancer research and care. In pediatric oncology, early evidence—most robust in imaging—suggests value for diagnosis, risk stratification, and assessment of treatment response. Pediatric endocrine tumors are rare and heterogeneous, including intra- and extra-adrenal paraganglioma (PGL), adrenocortical tumors (ACT), differentiated and medullary thyroid carcinoma (DTC/MTC), and gastroenteropancreatic neuroendocrine neoplasms (GEP-NEN). Here, we provide a pediatric-first, entity-structured synthesis of AI/ML applications in endocrine tumors, paired with a methods-for-clinicians primer and a pediatric endocrine tumor guardrails checklist mapped to contemporary reporting/evaluation standards. We also outline a realistic EU-anchored roadmap for translation that leverages existing infrastructures (EXPeRT, ERN PaedCan). We find promising—yet preliminary—signals for early non-remission/recurrence modeling in pediatric DTC and interpretable survival prediction in pediatric ACT. For PGL and GEP-NEN, evidence remains adult-led (biochemical ML screening scores; CT/PET radiomics for metastatic risk or peptide receptor radionuclide therapy response) and serves primarily as methodological scaffolding for pediatrics. Cross-cutting insights include the centrality of calibration and validation hierarchy and the current limits of explainability (radiomics texture semantics; saliency ≠ mechanism). Translation is constrained by small datasets, domain shift across age groups and sites, limited external validation, and evolving regulatory expectations. We close with pragmatic, clinically anchored steps—benchmarks, multi-site pediatric validation, genotype-aware evaluation, and equity monitoring—to accelerate safe, equitable adoption in pediatric endocrine oncology. Full article
(This article belongs to the Special Issue Pediatric Tumors: Diagnosis, Pathogenesis, Treatment, and Outcome)
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13 pages, 280 KB  
Review
Review of Genomic Drivers of Thyroid Cancer and Their Clinical Implications
by Sobrina Mohammed, Daniel Mettman, Axel Hugo Breier, Vaishali Patel and Mariana Garcia-Touza
Genes 2026, 17(1), 36; https://doi.org/10.3390/genes17010036 - 30 Dec 2025
Cited by 1 | Viewed by 1257
Abstract
Over the past several decades, rapid advances in molecular genomics have transformed our understanding of thyroid malignancies and are increasingly integrated into international clinical guidelines. Mutational profiles and epigenetic events are now recognized not only as diagnostic and prognostic tools but also as [...] Read more.
Over the past several decades, rapid advances in molecular genomics have transformed our understanding of thyroid malignancies and are increasingly integrated into international clinical guidelines. Mutational profiles and epigenetic events are now recognized not only as diagnostic and prognostic tools but also as predictors of therapeutic response. Papillary, follicular, oncocytic, medullary, and anaplastic thyroid carcinomas harbor distinct early driver mutations, such as BRAFV600E, RAS, and fusion events (RET, NTRK, and ALK), that cooperate with secondary alterations (TERT promoter, TP53, PIK3CA, and CDKN2A/B loss) to drive dedifferentiation, metastasis, and therapeutic resistance. Insights from The Cancer Genome Atlas (TCGA) and transcriptomic scoring systems (e.g., BRAF–RAS score) now link genotype to tumor morphology, metastatic tropism, and radioactive iodine refractoriness. These molecular insights have been incorporated into updated risk stratification frameworks, preoperative surgical planning, and treatment algorithms, informing the selection of kinase inhibitors, redifferentiation strategies, and enrollment in genotype-directed clinical trials for radioiodine-refractory disease. This review synthesizes recent evidence connecting genomic alterations to clinical behavior and highlights their translation into evolving approaches for thyroid cancer management. Full article
(This article belongs to the Special Issue Genetics in Thyroid Cancer)
12 pages, 534 KB  
Article
Landscape of Phenotype-Genotype Correlations in Romanian Patients with Medullary Thyroid Carcinoma
by Laura-Semonia Stanescu, Sofia-Maria Lider-Burciulescu, Andrei Muresan, Sorina Violeta Schipor, Elena Braha, Monica Livia Gheorghiu and Corin Badiu
Cancers 2026, 18(1), 93; https://doi.org/10.3390/cancers18010093 - 27 Dec 2025
Viewed by 793
Abstract
Background/Objective: To comprehensively characterize the genetic landscape of medullary thyroid carcinoma (MTC) in a Romanian cohort. Methods: Germline and somatic RET testing were performed in 164 MTC patients (105 sporadic, 59 hereditary) consecutively enrolled at a single tertiary center (2021–2024) using genomic DNA [...] Read more.
Background/Objective: To comprehensively characterize the genetic landscape of medullary thyroid carcinoma (MTC) in a Romanian cohort. Methods: Germline and somatic RET testing were performed in 164 MTC patients (105 sporadic, 59 hereditary) consecutively enrolled at a single tertiary center (2021–2024) using genomic DNA or DNA extracted from fresh surgical or paraffin-embedded pathology specimens. Results: Hereditary MTC (hMTC) accounted for 59/164 (35.9%) cases. Among hMTC, 58/59 (98.3%) had MEN2 (72.4% classic, 5.2% with cutaneous lichen amyloidosis, 5.2% with Hirschsprung disease, and 17.2% with familial medullary thyroid carcinoma), and 1/59 (1.7%) had MEN3. Codon 634 mutations were the most prevalent (33/59, 55.9%). Extracellular cysteine-rich domain mutations were significantly more prevalent in syndromic cases (p = 0.006), while non-cysteine mutations were predominant in apparently sporadic cases (p = 0.006). In advanced MTC (stage III/IV or metastatic), the somatic M918T mutation was the most common (15/20, 75% cases). Conclusions: Germline RET screening is mandatory for all MTC cases. Somatic testing is critical in advanced disease, where M918T prevails in 75% of cases and guides tyrosine kinase inhibitor therapy. Codon 634 is the most frequent mutation in Romanian MTC, highlighting regional variation warranting population-adjusted screening and earlier prophylactic thyroidectomy. Full article
(This article belongs to the Section Molecular Cancer Biology)
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