Abstract
Thyroid carcinomas with mutations in the TSC2 gene have been described rarely. Here, we report a unique thyroid carcinoma that has somatic mutations in TSC2, follicular and melanocytic differentiation and distinct morphologic features, supported by a comprehensive molecular-genetic analyses. No other known pathogenic driver mutations were identified. The TSC2 mutations are predicted to be truncating and result in constitutive activation of mammalian target of rapamycin (mTOR) signaling that was confirmed by transcriptome expression profiling. This is the first demonstration of a thyroid follicular tumor with melanocytic differentiation and corresponding Melan-A expression may be a biomarker for this thyroid cancer. Its diffuse papillary architecture, macronuclei, multinuclear aggregates and intratumoral T lymphocytes are morphologic features not yet described in other TSC2-mutated thyroid carcinomas. Morphologic overlap with classic thyroid papillary carcinoma and known technical difficulties in sequencing the large TSC2 gene make it likely that TSC2-mutated thyroid carcinomas have been underdiagnosed so far. We suggest that TSC2-mutated thyroid carcinoma should be considered in the differential diagnosis of any thyroid tumor that has unusual morphologic and immunohistochemical features or lacks known driver mutations in thyroid cancer.
Key Words: thyroid cancer, TSC2, somatic mutation, mTOR, melanocytic differentiation
The precise diagnosis of cancers arising from thyroid follicular cells often requires integration of morphologic and molecular features in the tumor. In general, most well-differentiated thyroid carcinomas can be diagnosed into one of 3 main morphologic-molecular categories that have characteristic clinical tendencies.1,2 For example, BRAF mutation-like thyroid carcinomas include classic and infiltrative follicular variant papillary carcinomas that most often have BRAF point or RET fusion mutations3–9 and a propensity for local-regional lymph node spread. In contrast, RAS mutation-like thyroid carcinomas include invasive encapsulated follicular variant of papillary carcinoma, noninvasive thyroid follicular neoplasm with papillary-like nuclear features and thyroid follicular carcinomas that most often have NRAS point or PPARG fusion mutations10–18 and a propensity for lower grade and vascular invasion. Some mutations such as the NTRK fusions19,20 are present in both tumor categories (1), albeit at a lower frequency (2). Third, copy number alteration thyroid carcinomas include oncocytic thyroid carcinomas that most often have large-scale chromosomal losses and mitochondrial DNA mutations21–26 and a propensity for slightly more aggressive behavior and reduced response to radio-iodine. Most of these well-differentiated thyroid carcinomas have the potential to progress to high-grade/poorly differentiated or anaplastic thyroid carcinomas through the acquisition of additional mutations in genes such as p53, hTERT, AKT1, PIK3CA, EIF1AX, and/or PTEN.2
Less common thyroid tumor categories that have other morphologic-molecular features and clinical tendencies also exist and are important to recognize. Examples in the most recent WHO Classification2 include cribriform morular thyroid carcinoma that have APC or CTNNB1 mutations,27–30 approximately half of which are associated with familial adenomatous polyposis and the high risk of other cancers; secretory thyroid carcinoma with ETV6-NTRK3 mutations31,32 that are similar to some salivary gland and breast carcinomas and responsive to tyrosine kinase inhibitors; and thyroid hyalinizing trabecular tumors with GLIS alterations33,34 that are almost always benign.
Another less common thyroid carcinoma group that has morphologic features resembling chromophobe renal cell carcinoma has been described recently. These chromophobe renal cell carcinoma-like thyroid carcinomas exhibit trabecular architecture, clear and eosinophilic cytoplasm, prominent cell membranes, irregular nuclei, binucleation and perinuclear halos35–38 and are associated with either somatic36 or germ-line37 mutations in the TSC2 gene, the latter associated with tuberous sclerosis complex disease (TSCD).39–41 We report here a unique and potentially related thyroid carcinoma that has somatic inactivating mutations in TSC2, both follicular and melanocytic differentiation and distinct morphologic features.
MATERIALS AND METHODS
Submission of this case report was approved by the Institutional Review Board of Endeavor Health System, Evanston, IL. Thyroid tumor tissue was dissected, fixed in 10% formalin neutral buffered saline and processed with automation (Tissue-Tec Autotech a120) for paraffin-embedding. In-house immunohistochemistry on paraffin-embedded tissue sections was performed on Ventana or Leica automated immuno-stainers using the following antibodies: pancytokeratins (Ventana, Ae1/Ae3), cytokeratin 7 (Ventana, clone SP532), thyroglobulin (Cell Marque, clone 2H11+6E1), thyroid transcription factor 1 (Ventana, clone 8G7G3/1). PAX8 (Ventana, clone MRQ-50), Melan A (Ventana, clone A-103; Leica, clone A-103), RCC (Cell Marque, clone PN-15), CD8 (Ventana, clone SP239), synaptophysin (Ventana, clone SP11), chromogranin (Ventana, clone LK2H10), calcitonin (Ventana, clone GI191E/A8), Ki67 (Ventana, clone 30.9), p53 (Ventana, clone DO-7), BRAF V600E (Ventana, clone VE1), CK20 (Ventana, clone SP33), CAIX (Ventana, clone EP161), CD117 (Ventana, clone EP10), P504S (Ventana, clone P504S), FH (Santa Cruz, clone J13), and 2SC (Ventana, clone AB). Outside immunohistochemistry at Mayo Clinic Laboratories (Rochester, MN) included Melan A (#MART-1), thyroglobulin (#THYR) and SDHB (#SDHB). RNA in situ hybridization was performed with probes for Trim 63 (ACD, 2.5 Ls). Molecular testing on paraffin-embedded tumor tissue was performed as follows: Tempus (Chicago, IL)—TO tumor of origin assay, xT next generation sequencing (NGS) panel, xR RNA fusion panel and transcriptome expression profiling (the latter research use only); Thyroseq (Sonic Health Care Thyroseq Laboratory, Rye Brook, NY)—NGS panel, RNA-seq fusion panel, copy number alteration and gene expression profiling; Mayo Clinic Laboratories (Rochester, MN)—TFE3 (#TFEF) and TFEB (#TFEBF) fluorescence-in-situ hybridization assays; and Invitae/Labcorp Genetics (San Francisco, CA)—blood-based germ line NGS cancer panel.
RESULTS
A 47-year-old woman presented for surgery with the history of hyperparathyroidism, renal stones and hydronephrosis. Recent laboratory assessments showed an elevated intact parathyroid hormone of 170 pg/mL (reference range 15 to 65 pg/mL), a normal TSH of 0.677 to 0.968 mU/L (reference range 0.300 to 5.600 mU/L) and a normal free T4 of 0.91 (reference range 0.61 to 1.80 ng/dL). Head and neck ultrasound demonstrated a right candidate parathyroid adenoma measuring 1.4×0.5×0.7 cm and a solid, homogeneous, hypoechoic thyroid nodule measuring 1.0×0.7×0.3 cm in the inferior right lobe/isthmus (ACR-TIRAD 4) with no evidence of loco-regional lymph node disease. Preoperative fine needle aspiration biopsy of the right thyroid nodule was interpreted as atypia of uncertain significance (Bethesda System Category III). The patient was counseled on clinical management options, including molecular testing for the thyroid nodule, and elected right hemithyroidectomy with parathyroidectomy.
Parathyroidectomy identified a single parathyroid adenoma (371 mg). Right hemithyroidectomy demonstrated a well-demarcated 0.6 cm tumor with a thin capsule and infiltrative invasion along one edge (Fig. 1A, arrow). There was no extrathyroidal extension, the margins of resection were negative and no regional lymph nodes were sampled. The tumor exhibited diffuse papillary (Fig. 1B) and solid-papillary (Fig. 1C) architecture, patchy clear and eosinophilic cytoplasm (Fig. 1, D-H) and irregular vesicular nuclei with chromatin margination, grooves, and rare pseudo-inclusions (Fig. 1E, arrow). There was frequent binucleation as well as distinctive macronuclei (Fig. 1F, asterisks) and multinuclear aggregates (Fig. 1F-H, arrows) in the tumor. A small lymphocytic tumor infiltrate was also present (Fig. 1D, arrows). One mitosis and no tumor necrosis were identified.
FIGURE 1.

Morphologic features of the thyroid tumor. This thyroid tumor was well-circumscribed with a thin capsule (A) and localized invasion into adjacent normal thyroid tissue along one edge (A, arrow). It exhibited an overall papillary (B) and solid-papillary (C) architecture, clear and eosinophilic tumor cytoplasm (D-F), intratumoral lymphocytes (D, arrows) and irregular vesicular nuclei (E-H) with chromatin margination, nuclear grooves and focal pseudo-inclusions (E, arrow). Binucleation, macronuclei (F, asterixes) and multinuclear aggregates (F-H, arrows) were also present.
The thyroid tumor cells expressed high CK7 (Fig. 2A), high PAX8 (Fig. 2B), very low thyroglobulin (Fig. 2C), low TTF1 (Fig. 2D) and no synaptophysin, chromogranin or calcitonin (images not shown) by in-house immunohistochemistry. The very low thyroglobulin was confirmed by immunohistochemistry at Mayo Clinic Laboratories (image not shown). The small intratumoral lymphocytes were predominantly CD8-positive T cells (Fig. 2E). The Ki-67 proliferation rate was low at 2.5%, BRAF V600E mutant protein was not expressed and p53 was expressed in a wild-type pattern (images not shown).
FIGURE 2.

Immunohistochemical features of the thyroid tumor. The thyroid tumor cells expressed high CK7 (A), high PAX8 (B), very low thyroglobulin (C), and low TTF-1 (D). The intratumoral lymphocytes were CD8-positive T cells (E). The tumor cells also expressed Melan A (F) and RCC (G) compared with normal thyroid tissue. Localized Trim 63 expression was detected in a characteristic dot-like pattern by RNA in-situ hybridization (H). Thyroid tumor and adjacent normal thyroid tissue are present in each panel.
These unusual morphologic features, very low thyroglobulin, low TTF-1 and high PAX-8 led us to at first strongly consider metastatic renal cell carcinoma in the differential diagnoses because it has a proclivity to spread in small deposits to other organs, including the thyroid gland. Relative to normal thyroid tissue, the tumor cells expressed moderate to high levels of RCC (Fig. 2G), a renal cell carcinoma marker with some thyroid cross-reactivity,42 and Melan A (Fig. 2F), a specific melanocytic marker that is involved in melanosome biogenesis and maturation43–45 and often expressed in TFE3-mutated/TFEB-altered renal cell carcinomas.46–50 The positive Melan A was confirmed by immunohistochemistry at Mayo Clinic Laboratories (image not shown). Trim 63, an additional downstream marker of TFE3-mutated/TFEB-altered renal cell carcinomas,51 was also expressed in a geographic area of the tumor in characteristic dot-like deposits by RNA in situ hybridization (Fig. 2H). Additional immunohistochemistry on the tumor included CK20 (negative), CAIX (negative), CD117 (patchy positive), P504S (negative), fumarate hydratase (wild-type positive), 2SC (negative), and succinate dehydrogenase B (wild-type positive) (images not shown). Importantly, follow-up high-resolution CT and MRI imaging did not identify a primary renal mass, and we therefore initiated a comprehensive molecular-genetic work-up of the tumor.
DNA fluorescence in situ hybridization performed at Mayo Clinic Laboratories did not identify rearrangements or amplifications of the TFE3 or TFEB genes.51,52 Thyroseq and Tempus RNA-based tumor testing, including tumor of origin assessment, confirmed with 87% and 99% probability, respectively, that this carcinoma was of thyroid origin based on expression of thyroid follicular markers including the sodium-iodide symporter (NIS). Tempus transcriptome profiling identified expression of thyroglobulin and the melanocytic markers MiTF, Melan A and HMB45/PMEL (highest to very low). Next generation sequencing (NGS) identified 2 somatic mutations in the TSC2 gene, one a deletion (c.2234del; VAF 11.7%) resulting in a frameshift and premature stop codon in the tuberin domain (p.K745R*fs25) and the other a missense mutation (c.3352C>T; VAF 9.2%) resulting in a stop codon gain in the mid-protein domain (p.Q1118*) (Fig. 3, red circles). Both TSC2 mutations are pathogenic and predict biallelic truncation of TSC2 with loss of the carboxyl-terminal Rap-Gap domain, leading to induction of Rheb, mTORC1, and constitutive mTOR signaling. Transcriptome profiling confirmed expression of Rheb, MTOR, ATF4, HIF1α, PGC1α; and eIF4E, all characteristic of mTOR signaling.53 A single variant of unknown significance (c.1039G>A; p.A347T) was identified in the AJUBA gene that encodes a LIM-domain containing protein involved in cell adhesion, differentiation, and proliferation.54–56 The Tempus and Thyroseq assays assessed more than 648 and 12,000 respective genes/ variants by NGS and 100 and 150 respective fusions by RNA-seq. Copy number alterations and gene expression profiles were also evaluated. Blood-based NGS performed at InVitae/LabCorp did not identify germ-line mutations and there was no clinical evidence of TSCD that is caused by germ-line mutations in TSC2 or TSC1. These overall findings point to somatic mutation of TSC2 as the main oncogenic driver in this thyroid carcinoma.
FIGURE 3.

Schematic depiction of reported mutations and functional domains in TSC2 in thyroid carcinomas. The current papillary TSC2 thyroid carcinoma had 2 somatic truncating mutations in TSC2—one in the tuberin domain and one in the mid-protein domain (red circles). Two previously published chromophobe renal cell carcinoma-like thyroid carcinomas had 2 somatic truncating mutations in the tuberin domain (green circles) or one somatic truncating mutation in the Rap-Gap domain (light blue circle). Another previously published chromophobe renal cell carcinoma-like thyroid carcinoma in a patient with TSCD had a germ-line truncating mutation in the Rap-Gap domain (purple circle). All these truncating TSC2 mutations lead to an incomplete Rap-Gap domain and are predicted to inactivate TSC2 and induce constitutive mTOR signaling. Lastly, one anaplastic thyroid carcinoma was reported to have a somatic truncating mutation in the DUF3384 domain (black circle) and 5 other anaplastic thyroid carcinomas were reported to have somatic missense variants of uncertain significance (yellow circles) in the DUF3384, mid-carboxyl, or Rap-Gap domains of TSC2.
DISCUSSION
We have identified a unique thyroid carcinoma that has both follicular and melanocytic differentiation, somatic inactivating mutations in TSC2 and distinct morphologic features (termed papillary TSC2 thyroid carcinoma for subsequent discussion). Melanocytic differentiation has been observed rarely in medullary thyroid carcinomas,57–59 but to our knowledge, this is the first report of melanocytic differentiation in a thyroid follicular tumor. This melanocytic differentiation was characterized by immunohistochemical expression of Melan A and transcriptome expression of Melan A and MiTF. Interestingly, melanocytic differentiation is also a major diagnostic feature in PEComa, angiomyolipoma and lymphangioleiomyoma tumors that develop frequently in TSCD patients who have germ-line mutations in TSC2 or less frequently TSC1, with subsequent somatic deletion of the remaining respective TSC2 or TSC1 allele in the tumor. Resulting TSC2 or TSC1 inactivation leads to constitutive mTOR signaling that is believed to induce aberrant melanocytic differentiation, including expression of melanocytic markers and formation of subcellular premelanosome-like structures.40,41 Thus, somatic inactivation of TSC2 and persistent mTOR signaling provide a plausible pathophysiologic mechanism for the induction of melanocytic differentiation in this papillary TSC2 thyroid carcinoma. Constitutive mTOR signaling may act through eIF4E to upregulate the translation of Melan A,60 increase the activity of TFE3 and TFEB61–64 and/or promote expression of Trim 63,65,66 although these may be cell context-dependent.67 Recent studies have also suggested that the immunophenotypes of TFE3-mutated/TFEB-altered and TSC2-/TSC1-/MTOR-mutated renal cell carcinomas are highly overlapping and that tumors in both groups exhibit increased Melan A, TFE3/TFEB, Trim 63, Cathepsin-K and GPNMB expression/activity.61–64,66,68 Related mechanisms could be active to induce Melan A and Trim 63 in this papillary TSC2 thyroid carcinoma, although the papillary TSC2 thyroid carcinoma did not demonstrate expression of Cathepsin-K or membranous GPNMB in our immunohistochemical evaluation (unpublished). Importantly, constitutive mTOR signaling also raises the possibility of clinical use of FDA-approved mTOR inhibitors in patients who have TSC2-mutated thyroid carcinomas, particularly if they become refractory to radio-iodine therapy or are recurrent, as has been shown for some patients with advanced renal cell carcinoma and the benign neoplastic proliferations in TSCD.69,70
This papillary TSC2 thyroid carcinoma shares some morphologic, immunotypic, and genetic features with the 7 chromophobe renal cell carcinoma-like thyroid carcinomas that have been reported so far,35–38 including clear and eosinophilic cytoplasm, irregular nuclei, binucleation, high PAX8, very low thyroglobulin, and TSC2 mutations. However, the papillary TSC2 thyroid carcinoma also exhibits some unique features such as papillary architecture, macronuclei, multinuclear aggregates, CD8-positive T lymphocytes, and melanocytic differentiation that may be more specific for it. In our view, all these features should lead to TSC2 mutation testing. In a manner similar to the papillary TSC2 thyroid carcinoma, 2 of the chromophobe renal cell carcinoma-like thyroid carcinomas36,37 had somatic mutations in TSC2—p.R691Pfs*12 and p.Q785* in the tuberin domain in one tumor (Fig. 3, green circles) and p.Y1650Cfs*4 in the Rap-Gap domain in the other tumor (Fig. 3, light blue circle). Three of the remaining 5 chromophobe renal cell carcinoma-like thyroid carcinomas35,37,38 arose in patients with TSCD, one with a germ-line TSC2 mutation in the Rap-Gap domain35 (Fig. 3, purple circle), reinforcing an association of the chromophobe renal cell carcinoma-like thyroid carcinoma phenotype with either somatic or germ-line TSC2 mutations. The 2 remaining chromophobe renal cell carcinoma-like thyroid carcinoma patients did not have features of TSCD or apparent TSC2 mutation testing.37,38 All these TSC2 mutations were truncating, leading to complete or partial loss of the Rap-Gap domain, thereby implicating the GTPase-activating protein activity of TSC2 in its oncogenic function in these thyroid carcinomas. Interestingly, a small number of anaplastic thyroid carcinomas, which are undifferentiated thyroid cancers that tend to have high proliferation rate, necrosis and aggressive behavior, have also been reported71 with a somatic truncating mutation in the amino-terminal DUF3384 domain (Fig. 3, black circle) or with somatic missense variants of uncertain significance in the DUF3384, midcarboxyl or Rap-Gap domains (Fig. 3, yellow circles) of TSC2. We hypothesize that the mutation type (germ-line, somatic, missense, nonsense, biallelic, truncating, deletion, etc.) and altered functional domains in TSC2 determine, at least in part, the phenotypes observed in TSC2-mutated thyroid carcinomas. Other mutations and/or epigenetic factors may also be involved and we cannot exclude completely that the single missense variant of uncertain significance in the AJUBA gene54,56 has a functional role in the current papillary TSC2 thyroid carcinoma.
The spectrum of morphologic features present in TSC2-mutated thyroid carcinomas makes their pathologic diagnosis difficult, in particular because of overlap with thyroid papillary carcinoma. For example, 5 of the reported chromophobe renal cell carcinoma-like thyroid carcinomas were diagnosed initially as either the oncocytic variant of papillary thyroid carcinoma (2 cases), the clear cell variant of papillary thyroid carcinoma, widely invasive follicular thyroid carcinoma or poorly differentiated thyroid carcinoma.35–37 Another was diagnosed initially as metastatic chromophobe renal cell carcinoma.38 We also diagnosed initially the current papillary TSC2 thyroid carcinoma as most consistent with metastatic renal cell carcinoma (favor TFE3-mutated /TFEB-altered subtype) before it became clear by high-resolution imaging that no primary renal mass was present. Thus, only one of 8 reported thyroid carcinomas that had TSC2 mutations or a TSC2 mutant phenotype was diagnosed initially as a TSC2-mutated thyroid cancer. Another complicating factor in the diagnosis of TSC2-mutated thyroid carcinomas, particularly in preoperative fine needle aspiration thyroid biopsies with limited tumor cells, is the known technical difficulty of sequencing the large TSC2 gene that has many small exons, high GC content, repetitive sequences, complex structural variations, and retrotransposon insertions.72,73 In fact, TSC2 mutations in the current papillary TSC2 thyroid carcinoma were not detected in one of 2 established commercial NGS assays despite the availability of the entire carcinoma in postsurgical tissue. We suggest that TSC2-mutated thyroid carcinoma should be considered in the differential diagnosis of any thyroid tumor that has unusual morphologic and immunohistochemical features or lacks known driver mutations in thyroid cancer.
Although their exact clinical potential remains to be verified, the TSC2-mutated thyroid carcinomas identified so far exhibit clinical patterns similar to other thyroid cancers. Local thyroid invasion, high expression of NIS, low mitotic rate, low Ki-67 proliferation index and lack of necrosis suggests that the current papillary TSC2 thyroid carcinoma is a well-differentiated thyroid cancer. Although angioinvasion was not present in this tumor, 2 of the reported chromophobe renal cell carcinoma-like thyroid carcinomas with somatic TSC2 mutations did have vascular invasion and one had extrathyroidal extension and regional lymph node metastasis.36 Two other chromophobe renal cell carcinoma-like thyroid carcinomas in patients with TSCD had lymph node involvement and one had multiple loco-regional recurrence,35,37 underscoring their metastatic potential. A role for TSC2 mutations in more advanced high-grade/poorly differentiated or anaplastic thyroid carcinomas requires further investigation.
The main limitation of our report is that it involves a single patient with an apparently unique thyroid cancer. As such, we intended our interpretations to be conservative but also wanted to highlight morphologic and immunohistochemical patterns in the tumor that have not yet been reported in other TSC2-mutated thyroid carcinomas. We anticipate that increased awareness of TSC2-mutated thyroid carcinomas and broader, more accurate sequencing of the TSC2 gene will generate further details on these interesting thyroid cancers.
ACKNOWLEDGMENTS
The authors would like to thank Dr Yuri Nikiforov and Dr Raja Seethala in the Department of Pathology at the University of Pittsburgh Medical Center for their discussion of this case. The authors also thank Dr John Groth and Mr. Michael Henderson in the Department of Pathology at the Endeavor Health System for their input and support with digital image analysis.
Footnotes
Conflicts of Interest and Source of Funding: The authors have disclosed that they have no significant relationships with, or financial interest in, any commercial companies pertaining to this article.
Contributor Information
Chatchanan Ausavarungnirun, Email: chatchanan.ausavarungnirun@endeavorhealth.org.
Muhammad Usama, Email: muhammad.usama@endeavorhealth.org.
Daniel Ngov, Email: daniel.ngov@endeavorhealth.org.
Ami U. Badami, Email: ami.badami@endeavorhealth.org.
Amanda S. Karcioglu, Email: amanda.karcioglu@endeavorhealth.org.
Todd G. Kroll, Email: todd.kroll@endeavorhealth.org.
REFERENCES
- 1.Cancer Genome Atlas Research N . Integrated genomic characterization of papillary thyroid carcinoma. Cell. 2014;159:676–690. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Asa SL, Tuttle MR, Durante C. WHO Classification of Tumours Endocrine and Neuroendocrine Tumours Thyroid. Lyon, France: IARC; 2025. [Google Scholar]
- 3.Adeniran AJ, Zhu Z, Gandhi M, et al. Correlation between genetic alterations and microscopic features, clinical manifestations, and prognostic characteristics of thyroid papillary carcinomas. Am J Surg Pathol. 2006;30:216–222. [DOI] [PubMed] [Google Scholar]
- 4.Giordano TJ, Kuick R, Thomas DG, et al. Molecular classification of papillary thyroid carcinoma: distinct BRAF, RAS, and RET/PTC mutation-specific gene expression profiles discovered by DNA microarray analysis. Oncogene. 2005;24:6646–6656. [DOI] [PubMed] [Google Scholar]
- 5.Fusco A, Grieco M, Santoro M, et al. A new oncogene in human thyroid papillary carcinomas and their lymph-nodal metastases. Nature. 1987;328:170–172. [DOI] [PubMed] [Google Scholar]
- 6.Grieco M, Santoro M, Berlingieri MT, et al. PTC is a novel rearranged form of the ret proto-oncogene and is frequently detected in vivo in human thyroid papillary carcinomas. Cell. 1990;60:557–563. [DOI] [PubMed] [Google Scholar]
- 7.Cohen Y, Xing M, Mambo E, et al. BRAF mutation in papillary thyroid carcinoma. J Natl Cancer Inst. 2003;95:625–627. [DOI] [PubMed] [Google Scholar]
- 8.Nikiforova MN, Kimura ET, Gandhi M, et al. BRAF mutations in thyroid tumors are restricted to papillary carcinomas and anaplastic or poorly differentiated carcinomas arising from papillary carcinomas. J Clin Endocrinol Metab. 2003;88:5399–5404. [DOI] [PubMed] [Google Scholar]
- 9.Kimura ET, Nikiforova MN, Zhu Z, et al. High prevalence of BRAF mutations in thyroid cancer: genetic evidence for constitutive activation of the RET/PTC-RAS-BRAF signaling pathway in papillary thyroid carcinoma. Cancer Res. 2003;63:1454–1457. [PubMed] [Google Scholar]
- 10.Rivera M, Ricarte-Filho J, Knauf J, et al. Molecular genotyping of papillary thyroid carcinoma follicular variant according to its histological subtypes (encapsulated vs infiltrative) reveals distinct BRAF and RAS mutation patterns. Mod Pathol. 2010;23:1191–1200. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Kroll TG, Sarraf P, Pecciarini L, et al. PAX8-PPARgamma1 fusion oncogene in human thyroid carcinoma [corrected]. Science. 2000;289:1357–1360. [DOI] [PubMed] [Google Scholar]
- 12.Lui WO, Zeng L, Rehrmann V, et al. CREB3L2-PPARgamma fusion mutation identifies a thyroid signaling pathway regulated by intramembrane proteolysis. Cancer Res. 2008;68:7156–7164. [DOI] [PubMed] [Google Scholar]
- 13.Kim TH, Lee M, Kwon AY, et al. Molecular genotyping of the non-invasive encapsulated follicular variant of papillary thyroid carcinoma. Histopathology. 2018;72:648–661. [DOI] [PubMed] [Google Scholar]
- 14.French CA, Alexander EK, Cibas ES, et al. Genetic and biological subgroups of low-stage follicular thyroid cancer. Am J Pathol. 2003;162:1053–1060. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Nikiforov YE, Seethala RR, Tallini G, et al. Nomenclature revision for encapsulated follicular variant of papillary thyroid carcinoma: a paradigm shift to reduce overtreatment of indolent tumors. JAMA Oncol. 2016;2:1023–1029. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Vasko V, Ferrand M, Di Cristofaro J, et al. Specific pattern of RAS oncogene mutations in follicular thyroid tumors. J Clin Endocrinol Metab. 2003;88:2745–2752. [DOI] [PubMed] [Google Scholar]
- 17.Lemoine NR, Mayall ES, Wyllie FS, et al. High frequency of ras oncogene activation in all stages of human thyroid tumorigenesis. Oncogene. 1989;4:159–164. [PubMed] [Google Scholar]
- 18.Suarez HG, Du Villard JA, Caillou B, et al. Detection of activated ras oncogenes in human thyroid carcinomas. Oncogene. 1988;2:403–406. [PubMed] [Google Scholar]
- 19.Bongarzone I, Pierotti MA, Monzini N, et al. High frequency of activation of tyrosine kinase oncogenes in human papillary thyroid carcinoma. Oncogene. 1989;4:1457–1462. [PubMed] [Google Scholar]
- 20.Bongarzone I, Vigneri P, Mariani L, et al. RET/NTRK1 rearrangements in thyroid gland tumors of the papillary carcinoma family: correlation with clinicopathological features. Clin Cancer Res. 1998;4:223–228. [PubMed] [Google Scholar]
- 21.Gasparre G, Porcelli AM, Bonora E, et al. Disruptive mitochondrial DNA mutations in complex I subunits are markers of oncocytic phenotype in thyroid tumors. Proc Natl Acad Sci U S A. 2007;104:9001–9006. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Bonora E, Porcelli AM, Gasparre G, et al. Defective oxidative phosphorylation in thyroid oncocytic carcinoma is associated with pathogenic mitochondrial DNA mutations affecting complexes I and III. Cancer Res. 2006;66:6087–6096. [DOI] [PubMed] [Google Scholar]
- 23.Mazzucchelli L, Burckhardt E, Hirsiger H, et al. Interphase cytogenetics in oncocytic adenomas and carcinomas of the thyroid gland. Hum Pathol. 2000;31:854–859. [DOI] [PubMed] [Google Scholar]
- 24.Corver WE, Ruano D, Weijers K, et al. Genome haploidisation with chromosome 7 retention in oncocytic follicular thyroid carcinoma. PLoS One. 2012;7:e38287. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Erickson LA, Jalal SM, Goellner JR, et al. Analysis of Hurthle cell neoplasms of the thyroid by interphase fluorescence in situ hybridization. Am J Surg Pathol. 2001;25:911–917. [DOI] [PubMed] [Google Scholar]
- 26.Gopal RK, Kubler K, Calvo SE, et al. Widespread chromosomal losses and mitochondrial DNA alterations as genetic drivers in hurthle cell carcinoma. Cancer Cell. 2018;34:242–255 e245. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Miyaki M, Iijima T, Ishii R, et al. Molecular evidence for multicentric development of thyroid carcinomas in patients with familial adenomatous polyposis. Am J Pathol. 2000;157:1825–1827. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28.Lam AK, Fridman M. Characteristics of cribriform morular variant of papillary thyroid carcinoma in post-Chernobyl affected region. Hum Pathol. 2018;74:170–177. [DOI] [PubMed] [Google Scholar]
- 29.Cameselle-Teijeiro JM, Peteiro-Gonzalez D, Caneiro-Gomez J, et al. Cribriform-morular variant of thyroid carcinoma: a neoplasm with distinctive phenotype associated with the activation of the WNT/beta-catenin pathway. Mod Pathol. 2018;31:1168–1179. [DOI] [PubMed] [Google Scholar]
- 30.Boyraz B, Sadow PM, Asa SL, et al. Cribriform-morular thyroid carcinoma is a distinct thyroid malignancy of uncertain cytogenesis. Endocr Pathol. 2021;32:327–335. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Saliba M, Mohanty AS, Ho AL, et al. Secretory carcinoma of the thyroid in a 49-year-old man treated with larotrectinib: protracted clinical course of disease despite the high-grade histologic features. Head Neck Pathol. 2022;16:612–620. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Dogan S, Wang L, Ptashkin RN, et al. Mammary analog secretory carcinoma of the thyroid gland: A primary thyroid adenocarcinoma harboring ETV6-NTRK3 fusion. Mod Pathol. 2016;29:985–995. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Nikiforova MN, Nikitski AV, Panebianco F, et al. GLIS rearrangement is a genomic hallmark of hyalinizing trabecular tumor of the thyroid gland. Thyroid. 2019;29:161–173. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Marchio C, Da Cruz Paula A, Gularte-Merida R, et al. PAX8-GLIS3 gene fusion is a pathognomonic genetic alteration of hyalinizing trabecular tumors of the thyroid. Mod Pathol. 2019;32:1734–1743. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Flader M, Kurzawa P, Maldyk J, et al. Papillary thyroid carcinoma in a boy with familial tuberous sclerosis complex attributable to a TSC2 deletion-a case report. Curr Oncol. 2017;24:e423–e428. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Harahap AS, Pusztaszeri MP, Rammal R, et al. Chromophobe thyroid carcinoma: a distinct entity associated with TSC gene alterations. Virchows Arch. 2026;488:735–749. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Hirokawa M, Miyauchi A, Kihara M, et al. Chromophobe renal cell carcinoma-like thyroid carcinoma: a novel clinicopathologic entity possibly associated with tuberous sclerosis complex. Endocr J. 2017;64:843–850. [DOI] [PubMed] [Google Scholar]
- 38.Kwon HJ, Jang MH. Chromophobe renal cell carcinoma-like thyroid carcinoma: possible misdiagnosis as metastatic renal cell carcinoma. Int J Clin Exp Pathol. 2021;14:1095–1101. [PMC free article] [PubMed] [Google Scholar]
- 39.European Chromosome 16 Tuberous Sclerosis C . Identification and characterization of the tuberous sclerosis gene on chromosome 16. Cell. 1993;75:1305–1315. [DOI] [PubMed] [Google Scholar]
- 40.Folpe AL, Kwiatkowski DJ. Perivascular epithelioid cell neoplasms: pathology and pathogenesis. Hum Pathol. 2010;41:1–15. [DOI] [PubMed] [Google Scholar]
- 41.Jones AC, Shyamsundar MM, Thomas MW, et al. Comprehensive mutation analysis of TSC1 and TSC2-and phenotypic correlations in 150 families with tuberous sclerosis. Am J Hum Genet. 1999;64:1305–1315. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Yoshida SO, Imam A. Monoclonal antibody to a proximal nephrogenic renal antigen: immunohistochemical analysis of formalin-fixed, paraffin-embedded human renal cell carcinomas. Cancer Res. 1989;49:1802–1809. [PubMed] [Google Scholar]
- 43.Busam KJ, Iversen K, Coplan KA, et al. Immunoreactivity for A103, an antibody to melan-A (Mart-1), in adrenocortical and other steroid tumors. Am J Surg Pathol. 1998;22:57–63. [DOI] [PubMed] [Google Scholar]
- 44.Kawakami Y, Battles JK, Kobayashi T, et al. Production of recombinant MART-1 proteins and specific antiMART-1 polyclonal and monoclonal antibodies: use in the characterization of the human melanoma antigen MART-1. J Immunol Methods. 1997;202:13–25. [DOI] [PubMed] [Google Scholar]
- 45.Hoashi T, Watabe H, Muller J, et al. MART-1 is required for the function of the melanosomal matrix protein PMEL17/GP100 and the maturation of melanosomes. J Biol Chem. 2005;280:14006–14016. [DOI] [PubMed] [Google Scholar]
- 46.Komai Y, Fujiwara M, Fujii Y, et al. Adult Xp11 translocation renal cell carcinoma diagnosed by cytogenetics and immunohistochemistry. Clin Cancer Res. 2009;15:1170–1176. [DOI] [PubMed] [Google Scholar]
- 47.Kobos R, Nagai M, Tsuda M, et al. Combining integrated genomics and functional genomics to dissect the biology of a cancer-associated, aberrant transcription factor, the ASPSCR1-TFE3 fusion oncoprotein. J Pathol. 2013;229:743–754. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Kuiper RP, Schepens M, Thijssen J, et al. Upregulation of the transcription factor TFEB in t(6;11)(p21;q13)-positive renal cell carcinomas due to promoter substitution. Hum Mol Genet. 2003;12:1661–1669. [DOI] [PubMed] [Google Scholar]
- 49.Argani P, Reuter VE, Zhang L, et al. TFEB-amplified renal cell carcinomas: an aggressive molecular subset demonstrating variable melanocytic marker expression and morphologic heterogeneity. Am J Surg Pathol. 2016;40:1484–1495. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50.Skala SL, Xiao H, Udager AM, et al. Detection of 6 TFEB-amplified renal cell carcinomas and 25 renal cell carcinomas with MITF translocations: systematic morphologic analysis of 85 cases evaluated by clinical TFE3 and TFEB FISH assays. Mod Pathol. 2018;31:179–197. [DOI] [PubMed] [Google Scholar]
- 51.Wang XM, Zhang Y, Mannan R, et al. TRIM63 is a sensitive and specific biomarker for MiT family aberration-associated renal cell carcinoma. Mod Pathol. 2021;34:1596–1607. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Mannan R, Chen YB, Wang X, et al. TRIM63 overexpression in FISH-negative MiTF family altered renal cell carcinoma (MiTF RCC). Mod Pathol. 2025;38:100873. [DOI] [PubMed] [Google Scholar]
- 53.Saxton RA, Sabatini DM. mTOR signaling in growth, metabolism, and disease. Cell. 2017;169:361–371. [DOI] [PubMed] [Google Scholar]
- 54.Xu B, Li Q, Zhang J, et al. LIM domain-containing protein Ajuba inhibits chemotherapy-induced apoptosis by negatively regulating p53 stability in colorectal cancer cells. Mol Oncol. 2023;17:1678–1691. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55.Yan H, Li Q, Li M, et al. Ajuba functions as a co-activator of C/EBPbeta to induce expression of PPARgamma and C/EBPalpha during adipogenesis. Mol Cell Endocrinol. 2022;539:111485. [DOI] [PubMed] [Google Scholar]
- 56.Jia H, Peng H, Hou Z. Ajuba: an emerging signal transducer in oncogenesis. Pharmacol Res. 2020;151:104546. [DOI] [PubMed] [Google Scholar]
- 57.Brzezinska KA, Bhardwaj S, Teng MS, et al. Melanotic medullary thyroid carcinoma: a case report with review of the literature. Diagn Cytopathol. 2023;51:E14–E20. [DOI] [PubMed] [Google Scholar]
- 58.Hirokawa M, Miyauchi A, Otsuru M, et al. Malignant melanoma arising in melanin-producing medullary thyroid carcinoma. Int J Surg Case Rep. 2016;20:118–122. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59.Trivedi D, George L. An aggressive form of medullary thyroid carcinoma-melanocytic subtype: a case report. Cureus. 2023;15:e50310. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 60.Huang F, Gonçalves C, Bartish M, et al. Inhibiting the MNK1/2-eIF4E axis impairs melanoma phenotype switching and potentiates antitumor immune responses. J Clin Invest. 2024;134:e181575. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Asrani K, Murali S, Lam B, et al. mTORC1 feedback to AKT modulates lysosomal biogenesis through MiT/TFE regulation. J Clin Invest. 2019;129:5584–5599. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Salles DC, Asrani K, Woo J, et al. GPNMB expression identifies TSC1/2/mTOR-associated and MiT family translocation-driven renal neoplasms. J Pathol. 2022;257:158–171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Palsgrove DN, Li Y, Pratilas CA, et al. Eosinophilic solid and cystic (ESC) renal cell carcinomas harbor TSC mutations: molecular analysis supports an expanding clinicopathologic spectrum. Am J Surg Pathol. 2018;42:1166–1181. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 64.Tretiakova MS. Eosinophilic solid and cystic renal cell carcinoma mimicking epithelioid angiomyolipoma: series of 4 primary tumors and 2 metastases. Hum Pathol. 2018;80:65–75. [DOI] [PubMed] [Google Scholar]
- 65.Kaiser MS, Milan G, Ham DJ, et al. Dual roles of mTORC1-dependent activation of the ubiquitin-proteasome system in muscle proteostasis. Commun Biol. 2022;5:1141. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 66.Lee HJ, Shokri F, Tretiakova MS. Diagnostic accuracy of TRIM63 RNA-ISH in MiTF-rearranged renal cell carcinomas: results from a 331-tumor validation cohort. Hum Pathol. 2025;161:105862. [DOI] [PubMed] [Google Scholar]
- 67.Tang H, Inoki K, Brooks SV, et al. mTORC1 underlies age-related muscle fiber damage and loss by inducing oxidative stress and catabolism. Aging Cell. 2019;18:e12943. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 68.Li H, Argani P, Halper-Stromberg E, et al. Positive GPNMB immunostaining differentiates renal cell carcinoma with fibromyomatous stroma associated with TSC1/2/MTOR alterations from others. Am J Surg Pathol. 2023;47:1267–1273. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Jurca AA, Jurca AD, Petchesi CD, et al. Tuberous sclerosis complex: new insights into pathogenesis and therapeutic breakthroughs. Life (Basel). 2025;15:368. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Yuan R, Kay A, Berg WJ, et al. Targeting tumorigenesis: development and use of mTOR inhibitors in cancer therapy. J Hematol Oncol. 2009;2:45. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 71.Cerami E, Gao J, Dogrusoz U, et al. The cBio cancer genomics portal: an open platform for exploring multidimensional cancer genomics data. Cancer Discov. 2012;2:401–404. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 72.Duan J, Pan S, Ye Y, et al. Uncovering hidden genetic variations: long-read sequencing reveals new insights into tuberous sclerosis complex. Front Cell Dev Biol. 2024;12:1415258. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.West HD, Nellist M, Brouwer RWW, et al. Targeted genomic sequencing of TSC1 and TSC2 reveals causal variants in individuals for whom previous genetic testing for tuberous sclerosis complex was normal. Hum Mutat. 2023;2023:4899372. [DOI] [PMC free article] [PubMed] [Google Scholar]
