Abstract
Background
While traditional risk stratification for thyroid cancer primarily focused on tumor pathology, molecular profiling is increasingly recognized for its clinical relevance. There are limited data on tumors with three or more mutations, especially when presenting with non-malignant cytology. This study aims to evaluate the clinical behavior of cytologically non-malignant thyroid nodules with three or more potent oncogenic mutations.
Methods
Electronic medical records of patients at our institution with thyroid nodules who underwent molecular testing were reviewed to identify cases with cytologically benign or indeterminate thyroid nodules that harbored three or more oncogenic mutations. Clinical, cytological, and molecular data were analyzed to assess tumor behavior.
Results
Four of six cases were histologically malignant at index surgery. One histologically benign case developed distant metastases 7 years later. Retrospective analysis of the two histologically benign cases and the one case with low-risk histology demonstrated significant intratumoral heterogeneity. The benign case that developed distant metastases was found to have an area of intratumoral heterogeneity whose genetic profile matched the metastases.
Conclusions
Despite bland cytological and ultrasonographic features, these tumors exhibited aggressive behavior. The molecular profile of thyroid cancers should be considered when determining treatment, especially in cases with multiple high-risk mutations, as they may behave more aggressively than predicted by cytology or imaging alone.
Keywords: thyroid cancer, thyroid genetics, cytology, RAS mutation, TERT mutation, EIF1AX mutation
Introduction
Staging and risk stratification for thyroid cancer traditionally relied on imaging findings and tumor pathology. However, molecular genetic testing is increasingly recognized as another very informative means by which thyroid cancer prognosis and risk stratification may be determined (1). It has previously been demonstrated that when thyroid cancers due to classic oncogenic drivers such as BRAF V600E and RAS co-occur with a second mutation, the increased genetic complexity of such tumors correlates with more aggressive disease behavior (2, 3). However, there is limited information on the disease trajectory of cytologically benign or indeterminate tumors with genetically high-risk profiles containing three or more genetic alterations known to be potent oncogenic mutations. This case series reports the cytologic, histologic, and overall clinical outcomes for patients at our institution with cytologically non-malignant thyroid nodules and three or more potent oncogenic mutations on molecular testing.
Materials and methods
Electronic medical records of adult patients at our institution were reviewed to identify thyroid nodules with mutations identified between 2017 and 2023. Thyroid nodules with three or more genetically high-risk mutations (defined as previously reported potent oncogenic mutations) and non-malignant cytology were included. Non-malignant cytology was defined as category II to IV of the Bethesda System for Reporting Thyroid Cytopathology (4). Patient characteristics, thyroid ultrasonography, fine needle aspiration (FNA), cytology, molecular testing, surgical pathology, and outcomes were assessed. All cases, except for cases 1 and 5, had molecular testing done on thyroid cytology before surgery. Case 1 had initial molecular testing performed on distant metastasis, with subsequent molecular testing on a prior thyroid FNA cytology specimen. Case 5 had post-operative molecular testing performed on surgical pathology. Molecular testing in all cases was done with ThyroSeq®, allowing us to report the allelic frequencies of single nucleotide variants, which in all cases were well above the 5% threshold used to determine mutation clonality (5). Three cases (1, 3, and 4) with benign or ATA low-risk pathology underwent retrospective histological analysis of the surgical pathology.
Results
We identified six patients at our institution from 2017 to 2023 with non-malignant pre-operative cytology, at least three potent mutations, and a confirmed surgical diagnosis (Table 1). This represents a frequency of 0.2% of non-malignant cytology samples that were sent for genetic testing in that time frame. Five primary tumors were histologically malignant and one was benign, with sizes ranging from 1.7 to 7.2 cm. The average age at diagnosis was 63 years (range: 34–84 years), and five of the six cases were female (Table 1).
Table 1.
Patient characteristics.
| Case | Age | Means of detection | Ultrasound | Bethesda class | Mutations | Histological type | Size (cm) | AJCC staging | Treatment | Original ATA risk | Response to therapy | Duration of follow-up (months) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gender | ||||||||||||
| 1 | 70 F | Known nodule | Solid: hypoechoic | 2 | HRAS Q61K 44% | Initial: adenoma | 3.5 | IVb | Initial HT | Benign | Recurrence to thyroid bed and lateral neck | 101 |
| TERT C228T 56% | Metastasis: FVPTC | CT and sternal mass resection | Sternal metastasis | |||||||||
| EIF1AX A113_splice 45% | RAI | |||||||||||
| DICER1 E1705K 68% | ||||||||||||
| 2 | 34 F | Neck swelling | Solid: hypoechoic | 4 | NRAS Q61R 33% | EFVPTC with extensive angioinvasion | 1.7 | I | TT | High | No current evidence of biochemical or structural disease | 56 |
| TERT C250T 12% | RAI 147.9 mCi | |||||||||||
| CNA | 2.2 | |||||||||||
| GEA | EFVPTC | |||||||||||
| 3 | 54 F | Known nodule | Solid: hypoechoic | 3 | KRAS Q61R 26% | FTC with capsular invasion, no angioinvasion | 6.0 | I | TT | Low | No current evidence of biochemical or structural disease | 12 |
| TERT C228T 38% | RAI 103.5 mCi | |||||||||||
| EIF1AX A113_splice 27% | ||||||||||||
| 4 | 71 F | Known nodule | Solid: isoechoic | 3 | HRAS Q61R 41% | FA | 2.4 | n/a | TT | Benign | n/a | 12 |
| TERT C228T 47% | ||||||||||||
| EIF1AX A113_splice 35% | ||||||||||||
| 5 | 84 M | Neck swelling | Cystic with mural solid component | 2 | NRAS Q61K 47% | FTC with extensive angioinvasion | 7.2 | II | HT, CT | High | Structural incomplete response | 8 |
| TERT C228T 39% | ||||||||||||
| EIF1AX A113_splice 85% | ||||||||||||
| 6 | 66 F | Incidental | Solid: hypoechoic | 3 | NRAS Q61K 20% | PDTC with extensive angioinvasion | 6.1 | II | HT | High | No current evidence of biochemical or structural disease | 4 |
| TERT C228T 26% | ||||||||||||
| PIK3CA E542V 21% | ||||||||||||
| GEA |
Abbreviations: M, male; F, female; FVPTC, follicular variant of papillary thyroid carcinoma; EFVPTC, encapsulated follicular variant of papillary thyroid carcinoma; FTC, follicular thyroid carcinoma; FA, follicular adenoma; PDTC, poorly differentiated thyroid carcinoma; HT, hemithyroidectomy; TT, total thyroidectomy; CT, completion thyroidectomy; RAI, radioactive iodine; GEA, gene expression alterations; CNA, copy number alterations.
Two cases presented with new neck enlargement. Four had asymptomatic presentations, including three cases with longstanding thyroid nodules with previously benign cytology. One case was identified during surveillance for breast cancer. None of the nodules identified had high-risk ultrasonographic features. The primary genetic mutation in all cases was a RAS mutation. All cases had a TERT mutation, and four cases had an EIF1AX mutation. Additional alterations included DICER1, PIK3CA, and copy number alterations (CNA).
Two cases were cytologically benign, and four were indeterminate (Table 1). Surgical pathology demonstrated five histologically follicular thyroid tumors: two follicular thyroid carcinomas (FTC), two follicular variant of papillary thyroid carcinomas (FVPTC), and one benign follicular adenoma (FA). The final patient presented with poorly differentiated thyroid cancer (PDTC) with extensive angioinvasion.
Three patients were ATA high-risk based on initial pathology, and one patient developed distant metastases post-operatively.
Case 1 had Bethesda II cytology and a 3.5 cm adenomatoid nodule treated with hemithyroidectomy but presented 7 years later with a 9 cm sternal metastasis and recurrence in the thyroid bed. Retrospective molecular testing on the 3.5 cm adenomatoid nodule demonstrated the presence of RAS, TERT, EIF1AX, and DICER1 mutations, which was consistent with molecular findings in the metastasis, confirming that the metastasis had arisen from the original ‘benign’ adenoma (Fig. 1).
Figure 1.
Case 1 histology and molecular testing: tumor subpopulations with relative hypocellularity (T1), hypercellularity (T2), and an intermediate area (T3). Each section was further analyzed by molecular testing and compared to the sternal metastasis molecular testing.
Further analysis of the benign and ATA low-risk cases (1, 3, 4) showed the presence of intratumoral heterogeneity with subpopulations demonstrating hypercellular microfollicular growth, hyperchromatic nuclei, and increased mitotic figures. For case 1, tumor subpopulations with relative hypocellularity, hypercellularity, and an intermediate area were further analyzed with molecular testing. The area with lowest cellularity had HRAS and EIF1AX mutations only. The intermediate area had additional TERT and DICER1 mutations, but at low allelic frequency, whereas the hypercellular area showed higher allelic frequency of the TERT and DICER1 mutations. The genetic profile of the late-presenting sternal metastasis matched that of the hypercellular area, suggesting that the metastasis had likely arisen from the subpopulation that expressed the oncogenes with the highest allelic frequency (Fig. 1).
Case 5 had Bethesda II cytology in a 7.2 cm cyst; however, surgical pathology demonstrated FTC with extensive angioinvasion in the solid mural component of the tumor. The molecular profile of this tumor demonstrating RAS, TERT, and EIF1AX mutations was confirmed post-operatively on the surgical specimen. Retrospective molecular testing of the pre-operative FNA cytology has not been possible.
Total thyroidectomy was the initial surgical management for three patients, two of whom received radioactive iodine (RAI). Lobectomy was performed in the remaining three patients. One patient had completion thyroidectomy and RAI following confirmation of FTC with extensive angioinvasion in the 7.2 cm cyst with benign pre-operative cytology. A second case was initially managed with lobectomy and underwent completion thyroidectomy 7 years later following presentation with sternal metastases and local recurrence. The patient with PDTC was managed with initial lobectomy and has declined completion thyroidectomy.
To date, four cases are recurrence-free; however, three have had 12 months or less of follow-up, including one who has not yet undergone repeat testing.
Discussion
In this study, we explored the clinical and molecular characteristics of cytologically non-malignant thyroid tumors with genetically high-risk profiles. While thyroid carcinomas with multiple genetic alterations have been shown to have poor prognosis, there is limited data on cytologically non-malignant tumors with three or more mutations. In 2013, Nikiforova et al. reported that thyroid cancers with at least two mutations were at higher risk for distant metastasis and local recurrence (6). Song et al. have previously reported that TERT + BRAF cancers are larger with more extrathyroidal extension, and TERT + RAS cancers have higher recurrence rates (2). Research has also demonstrated a higher rate of distant metastases in cancers with TERT + RAS mutations (2, 7).
Our series of six cases is small, but our literature review found only seven cases of differentiated thyroid cancer and one case of FA with three or more mutations and non-malignant cytology (8, 9, 10, 11). These included three FTC, two FVPTC, one oncocytic carcinoma of the thyroid, and one ‘malignancy-low risk’ (either PTC, oncocytic carcinoma of the thyroid, or minimally invasive FTC). The most common mutations were EIF1AX (seven cases), TERT (six cases), and RAS (five cases). None of these cases had reported long-term follow-up.
Despite the high-risk molecular profile of the tumors in our study, they all presented with bland features. Except for a mixed solid/cystic nodule in case 5, the tumors were uniformly solid and iso- to hypoechoic with no high-risk ultrasonographic features. Similarly, cytologic features were also bland: two were benign, three were Bethesda III, and only one case was Bethesda IV.
These lower-grade features on presentation led to more conservative initial management, with hemithyroidectomy followed only later by completion thyroidectomy in two cases and recommended, but declined, thyroidectomy by the patient in a third case. For example, case 5 presented with a 7.2 cm mostly cystic nodule that was Bethesda II on cytology and was treated with lobectomy. However, based on surgical pathology, completion thyroidectomy was performed, and RAI was recommended as well. Similarly, case 1 was initially treated with lobectomy for a 3.5 cm nodule that was benign on cytology but required completion thyroidectomy, sternal mass resection, and RAI after a distant metastasis developed.
The discordance between the bland presentations and the high-risk genetic profile likely resulted from the fact that RAS was the primary driver mutation in all tumors. RAS mutations typically lead to tumors that maintain histologically follicular architecture and lack the typical nuclear characteristics of PTCs. As such, they most commonly have Bethesda III–IV cytology and lower-grade ultrasonographic features (1). Despite these bland ultrasonographic, cytologic, and histologic features, these tumors have a significantly increased risk of aggressive behavior due to the high-risk genetic alterations, further emphasizing the important role molecular genetic testing can play in tumor prognosis.
While three of the cases (2, 3, and 6) currently have no evidence of structural or biochemical recurrence on follow-up, two of these cases have had 12 or fewer months of follow-up. Two of these three cases were ATA high risk based on the presence of extensive angioinvasion in case 2 and PDTC in case 6, which conveys a significant lifetime risk of recurrence despite the current negative follow-up. In addition, case 3 was treated with RAI post-operatively due to the high-risk genetic profile despite being ATA low risk for recurrence, which may affect outcomes. While the current lack of disease is reassuring, these cases remain at high risk due to their genetic profile and will need close monitoring.
Two of the tumors with high-risk molecular profiles in our series were benign at initial histologic diagnosis (cases 1 and 4). Case 1 presented 7 years later with a sternal metastasis. Although case 4, which had benign follicular histology on final histology, continues to demonstrate no evidence of recurrence at 12 months post-operatively, the high-risk genetic profile nonetheless suggests a potential for future malignant behavior. This is consistent with the literature that has previously reported cases of metastases from histologically benign adenomas (12, 13, 14, 15, 16). We believe that if molecular testing had been available, a high-risk genetic profile would have been identified in these cases, explaining the eventual metastasis from these otherwise benign-appearing tumors.
Cases in our series were not histologically homogeneous and were noted to have subpopulations of hypercellularity with atypical follicular cells and high mitotic activity within the resected tumor. Case 1 had additional molecular testing of these subpopulations, which showed the area with hypercellularity and increased mitotic figures had the most high-risk genomic profile, with penetrance of the driver mutations at the highest allelic frequency. The similarity between the genomic landscapes of the sternal metastasis and the original tumor confirmed that this subpopulation was the metastatic origin and also suggested that the areas of intratumoral heterogeneity are responsible for malignant transformation (17, 18). These cases emphasize the important role molecular genetic testing can play in identifying the potential for malignancy and aggressive biologic behavior, even before it is reflected in tumor histology.
The lack of BRAF-driven tumors in this series is likely related to the fact that such cases typically present with higher-grade (Bethesda V or VI) FNA cytology, which typically does not undergo molecular genetic testing (1, 4). Since this series focused on cases with non-malignant cytology, BRAF-driven tumors with multiple mutations would not be expected. Although not captured here, BRAF-driven tumors with three or more mutations would be expected to have poorer prognosis, consistent with the previously reported literature on tumors with BRAF mutations co-occurring with another mutation (2, 7, 19).
In addition to RAS, TERT was the most common secondary driver mutation in this series and was present in all evaluated tumors. Multiple studies have previously shown TERT is associated with worse outcomes when occurring with RAS, even serving as an independent prognostic risk factor for disease-specific death among ATA high-risk cases (2, 20).
EIF1AX was the third most common mutation noted. While not highly oncogenic in isolation, there is evidence that it increases the risk of malignancy and aggressiveness when co-occurring with other mutations (8, 9, 10). EIF1AX has also been shown to augment the effects of RAS mutations through the mutual stabilization of c-MYC and mTOR activation (21).
This series has several limitations. The series is small, which reflects the rarity of these tumors. However, despite its limited size, it comprises the largest series of thyroid nodules with non-malignant cytology and three or more mutations reported to date. The average follow-up time for the cases in this series was relatively short: four of the six patients have less than 1 year of follow-up post-operatively, which prevents us from knowing whether any cases will also develop late recurrence or metastasis. BRAF-driven tumors are not captured in this series. Finally, the pre-operative molecular testing was available in four of the six cases and may have influenced treatment decisions and therefore impacted observed outcomes: case 3 was treated with RAI despite being ATA low-risk, while case 4 underwent total thyroidectomy rather than lobectomy based on the molecular findings in a 2.4 cm nodule that only had low-grade ultrasonographic features. In cases 1 and 5, the molecular tests were only available retrospectively. While they did not influence surgical management, these cases are important because they emphasize the significance of aggressive genetic signatures, even in benign cytology such as these two cases. Outcomes may be different if treatment decisions were based only on usual indices such as ultrasound appearance, less comprehensive molecular genetic testing, and histology.
While the literature has generally shown that DTC with multiple mutations is at higher risk for aggressive disease, data regarding cytologically non-malignant tumors with at least three genetically high-risk mutations is lacking. Given the clinically aggressive behavior of non-malignant tumors with three or more genetically high-risk mutations, our series suggests that when a high-risk genetic profile is present, primary surgical management with total thyroidectomy should be considered, even when imaging and cytology are not highly suspicious. Furthermore, because the tumors presented here are RAS-driven and are more likely to retain iodine avidity than BRAF-driven tumors, radioactive iodine may also be beneficial despite the high-grade histology. While the data presented here supports more aggressive management of thyroid nodules with non-malignant cytology and high-risk molecular profiles, more investigation is needed to better understand the long-term outcomes of these tumors.
Declaration of interest
The authors declare that there is no conflict of interest that could be perceived as prejudicing the impartiality of the work reported.
Funding
This work did not receive any specific grant from any funding agency in the public, commercial, or not-for-profit sector.
Author contribution statement
SC and SH devised the project. SC, SH, ARG, GR, KP, and RX collected the data. SC, SH, and ARG performed the analysis, created the tables and figures, and wrote the article. All authors discussed the results and provided editorial review of the article.
Ethics/informed consent
This is a retrospective review and analysis of patient data. As no direct patient contact or intervention occurred, informed consent was waived by the NYU Grossman School of Medicine (IRB i20-01314: Genomic Classifier Testing in Indeterminate Thyroid Nodules). All research involving human subjects complies with the Declaration of Helsinki.
References
- 1.Chiosea S, Hodak SP, Yip L, et al. Molecular profiling of 50 734 bethesda III–VI thyroid nodules by ThyroSeq v3: implications for personalized management. J Clin Endocrinol Metab 2023. 108 2999–3008. ( 10.1210/clinem/dgad220) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Song YS, Lim JA, Choi H, et al. Prognostic effects of TERT promoter mutations are enhanced by coexistence with BRAF or RAS mutations and strengthen the risk prediction by the ATA or TNM staging system in differentiated thyroid cancer patients. Cancer 2016. 122 1370–1379. ( 10.1002/cncr.29934) [DOI] [PubMed] [Google Scholar]
- 3.Liu R, Bishop J, Zhu G, et al. Mortality risk stratification by combining BRAF V600E and TERT promoter mutations in papillary thyroid cancer: genetic duet of BRAF and TERT promoter mutations in thyroid cancer mortality. JAMA Oncol 2017. 3 202–208. ( 10.1001/jamaoncol.2016.3288) [DOI] [PubMed] [Google Scholar]
- 4.Ali SZ, Baloch ZW, Cochand-Priollet B, et al. The 2023 bethesda system for reporting thyroid cytopathology. Thyroid 2023. 33 1039–1044. ( 10.1089/thy.2023.0141) [DOI] [PubMed] [Google Scholar]
- 5.Nikiforova MN, Mercurio S, Wald AI, et al. Analytical performance of the ThyroSeq v3 genomic classifier for cancer diagnosis in thyroid nodules. Cancer 2018. 124 1682–1690. ( 10.1002/cncr.31245) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Nikiforova MN, Wald AI, Roy S, et al. Targeted next-generation sequencing panel (ThyroSeq) for detection of mutations in thyroid cancer. J Clin Endocrinol Metab 2013. 98 E1852–E1860. ( 10.1210/jc.2013-2292) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Zhao L, Wang L, Jia X, et al. The coexistence of genetic mutations in thyroid carcinoma predicts histopathological factors associated with a poor prognosis: a systematic review and network meta-analysis. Front Oncol 2020. 10 540238. ( 10.3389/fonc.2020.540238) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Gargano SM, Badjatia N, Nikolaus Y, et al. Characterization and clinical significance of EIF1AX mutations and Co-mutations in cytologically indeterminate thyroid nodules: a 5-year retrospective analysis. Acta Med Acad 2021. 50 4–12. ( 10.5644/ama2006-124.322) [DOI] [PubMed] [Google Scholar]
- 9.Elsherbini N, Kim DH, Payne RJ, et al. EIF1AX mutation in thyroid tumors: a retrospective analysis of cytology, histopathology and co-mutation profiles. J Otolaryngol Head Neck Surg 2022. 51 43. ( 10.1186/s40463-022-00594-6) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Bandargal S, Chen T, Pusztaszeri MP, et al. Prognostic indicators of EIF1AX-Mutated thyroid tumor malignancy and cancer aggressiveness. Cancers 2022. 14 6097. ( 10.3390/cancers14246097) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Topf MC, Wang ZX, Tuluc M, et al. TERT, HRAS, and EIF1AX mutations in a patient with follicular adenoma. Thyroid 2018. 28 815–817. ( 10.1089/thy.2017.0504) [DOI] [PubMed] [Google Scholar]
- 12.Boronat M, Cabrera JJ, Perera C, et al. Late bone metastasis from an apparently benign oncocytic follicular thyroid tumor. Endocrinol Diabetes Metab Case Rep 2013. 2013 130051. ( 10.1530/edm-13-0051) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Terada T. Brain metastasis from thyroid adenomatous nodules or an encapsulated thyroid follicular tumor without capsular and vascular invasion: a case report. Cases J 2009. 2 7180. ( 10.4076/1757-1626-2-7180) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Wang N, Liu T, Sofiadis A, et al. TERT promoter mutation as an early genetic event activating telomerase in follicular thyroid adenoma (FTA) and atypical FTA. Cancer 2014. 120 2965–2979. ( 10.1002/cncr.28800) [DOI] [PubMed] [Google Scholar]
- 15.Mizukami Y, Nonomura A, Hayashi Y, et al. Late bone metastasis from an encapsulated follicular carcinoma of the thyroid without capsular and vascular invasion. Pathol Int 1996. 46 457–461. ( 10.1111/j.1440-1827.1996.tb03637.x) [DOI] [PubMed] [Google Scholar]
- 16.Ito Y, Yabuta T, Hirokawa M, et al. Distant and lymph node metastases of thyroid nodules with no pathological evidence of malignancy: a limitation of pathological examination. Endocr J 2008. 55 889–894. ( 10.1507/endocrj.k08e-116) [DOI] [PubMed] [Google Scholar]
- 17.Guerra A, Sapio MR, Marotta V, et al. The primary occurrence ofBRAFV600EIs a rare clonal event in papillary thyroid carcinoma. J Clin Endocrinol Metab 2012. 97 517–524. ( 10.1210/jc.2011-0618) [DOI] [PubMed] [Google Scholar]
- 18.Gerlinger M, Rowan AJ, Horswell S, et al. Intratumor heterogeneity and branched evolution revealed by multiregion sequencing. N Engl J Med 2012. 366 883–892. ( 10.1056/nejmoa1113205) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.Liu X, Qu S, Liu R, et al. TERT promoter mutations and their association with BRAF V600E mutation and aggressive clinicopathological characteristics of thyroid cancer. J Clin Endocrinol Metab 2014. 99 E1130–E1136. ( 10.1210/jc.2013-4048) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Xing M. Genetic-guided risk assessment and management of thyroid cancer. Endocrinol Metab Clin North Am 2019. 48 109–124. ( 10.1016/j.ecl.2018.11.007) [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Krishnamoorthy GP, Davidson NR, Leach SD, et al. EIF1AX and RAS mutations cooperate to drive thyroid tumorigenesis through ATF4 and c-MYC. Cancer Discov 2019. 9 264–281. ( 10.1158/2159-8290.cd-18-0606) [DOI] [PMC free article] [PubMed] [Google Scholar]

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