Abstract
Thyroid cancer (TC) is the most common endocrine cancer, which contributes to more than 43,600 deaths and 586,000 cases worldwide every year. Among the TC types, PTC and FTC comprise 90% of all TCs. Genetic modifications in genes are responsible for encoding proteins of mitogen-associated protein kinase cascade, which is closely related with numerous cellular mechanisms, including controlling programmed cell death, differentiation, proliferation, gene expression, as well as in genes encoding the PI3K (phosphatidylinositol 3-kinase)/protein kinase B (AKT) cascade, which has contribution in controlling cell motility, adhesion, survival, and glucose metabolism, have been associated with the TC pathogenesis. Various genetic modifications including BRAF mutations, RAS mutations, RET mutations, paired-box gene 8/peroxisome proliferator-activated receptor-gamma fusion oncogene, RET/PTC rearrangements, telomerase reverse transcriptase mutations, neurotrophic tyrosine receptor kinase fusion genes, TP53 mutations, and eukaryotic translation initiation factor 1A X-linked mutations can effectively serve as potential biomarkers in both diagnosis and prognosis of TC. On the other hand, epigenetic modifications can lead to aberrant functions or suppression of a range of signalling cascades, which can ultimately result in cancer. Various studies have observed the link between epigenetic modification and multiple cancers including TC. It has been reported that several epigenetic alterations including histone modifications, aberrant DNA methylation, and epigenetic modulations of non-coding RNAs can play significant roles as potential biomarkers in the diagnosis and prognosis of TC. Therefore, a good understanding regarding the genetic and epigenetic modifications is not only essential for the diagnosis and prognosis of TC, but also for the development of novel therapeutics. In this review, most of the major TC-related genetic and epigenetic modifications and their potential as biomarkers for TC diagnosis and prognosis have been extensively discussed.
1 Introduction
Thyroid cancer (TC) is the most common endocrine cancer, which contributes to more than 43,600 deaths and 586,000 cases worldwide every year (). In the past 30 years, the occurrence of TC has elevated in multiple developed countries (, ). The occurrence of TC varies by up to 15-20-fold according to geographical regions, where it is more commonly diagnosed in developed countries. High-risk regions for TC include Southern Europe, North America, New Zealand, Australia, Eastern Asia, and Polynesia. As per the histological type, TC can be classified into 5 types including anaplastic TC (ATC), medullary TC (MTC), poorly differentiated TC (PDTC), follicular TC (FTC), and papillary TC (PTC). Around 10% of TC patients contain tumour metastasis including lung and bone (20%), lung (50%), bone (25%), and other sites (5%) (Figure 1). PTC and FTC comprise 90% of all TCs, which generally affect people aged between 50 and 60 years (). A range of risk factors have already been identified that can contribute to TC development including genetic predisposition, increased concentrations of thyroid-stimulating hormone, iodine excess or deficiency, and ionising radiation (). Common diagnostic techniques of TC include histopathological evaluation of the thyroid gland tissue, fine needle aspiration cytology (FNAC), ultrasonography, and various laboratory examinations with the likelihood of estimating the tumour markers calcitonin and thyroglobulin (). There is a growing interest in molecular genetic analysis of FNAC samples (). In addition, there are several mutations that are explicit for specific types of carcinomas and can thus play a role in molecular testing in the preoperative period along with alteration of the diagnosis in the case of cytologically ambiguous results (). Decreased effectiveness of radioiodine therapy or a propensity to dedifferentiate, involvement of metastatic lymph node, and signs of elevated level of tumour aggressiveness have already been linked along with some mutations ().
Figure 1
MTC arises from neural crest and most of the MTC cases are sporadic (75%) while the remaining are hereditary (25%) (
2 Genetic and epigenetic basis of thyroid cancer
Tumour progression and transformation involve the disturbance of cell signal mechanisms that control the balance between apoptosis and cell proliferation (
Figure 2

Genetic alterations involved in thyroid cancer. RAS, Rat sarcoma virus; ERK, extracellular signal-regulated kinase; BRAF, B-Raf proto-oncogene; PI3K, phosphatidylinositol 3-kinase; MAPK, mitogen-associated protein kinase; PTEN, phosphatase and tensin homolog; AKT, protein kinase B; mTOR, mammalian target of rapamycin.
Epigenetic processes are vital for the maintenance of tissue-specific gene expression patterns and normal development of cells in mammals (
Figure 3

The role of epigenetic modifications in thyroid cancer. Reproduced with permission from Elsevier, (
3 Genetic modifications that can be considered as biomarkers in the diagnosis and prognosis of thyroid cancer
3.1 BRAF mutations
BRAF (7q24) is a proto-oncogene, which is responsible for encoding serine/threonine kinase belonging to the RAF-kinase family that has an important contribution in the signal transduction along the RAS/RAF/MEK/ERK cascade controlling apoptosis, differentiation, and cell growth. Among the 3 functional RAF proteins identified in humans including c-RAF, BRAF, and ARAF; BRAF exhibits the maximum basal kinase function and is the most strong MAPK cascade activator. Mutations in BRAF have also been linked with human carcinogenesis, where an increased level of BRAF mutations was observed in ovarian carcinoma, colorectal carcinoma, and melanomas. All such mutations were observed in the kinase domain of the protein, linking either the ATP binding site or activation loop, which further contributes in the activation of BRAF. Subsequently, they were also detected in PTCs and might be a target for potential therapy development against aggressive lesions (
3.2 RAS mutations
Ras proteins belong to the guanosine triphosphate (GTP)-binding protein family that control cell growth via phosphoinositide-3-kinase (PIK3) and MAPK signalling pathways. In TC, 3 of RAS family including members NRAS (located at chromosome position 1p13), KRAS (located at chromosome position 12p12), and HRAS (located at chromosome position 11p11) were found to be mutated, wherein they mainly become activated either through mutations that reduce their intrinsic GTPase action (codon 61) or increase their GTP-binding affinity (codons12/13). Since their discovery, RAS mutations have been detected in 18–27% of poorly differentiated TCs (PDTCs), 10–20% of PTCs (particularly FV-PTC), up to 60% of ATCs, 40–50% of FTCs, and 20–40% of FAs. In general, the most common mutations are less common in codon 61 of HRAS and most common in codon 61 of NRAS. Furthermore, they are rarely observed in radiation-mediated TCs of Chernobyl and more commonly observed in iodine-deficient regions (
3.3 RET mutations
It is now well-known that the RET gene encodes a receptor tyrosine kinase and has a significant contribution in cell survival, differentiation, and growth (
3.4 RET/PTC rearrangements
In children and adolescents, the most commonly observed mutation is the chromosomal rearrangement of RET/PTC (
3.5 Paired-box gene 8/Peroxisome proliferator-activated receptor-gamma fusion oncogene
A balanced translocation, t(2;3)(q13;p25), can lead to PAX8/PPARγ fusion oncogene that fuses PPARγ and PAX8. A translocation t(2;3;6;15) was first detected in an FA, which was then confirmed in FTCs and FAs. Subsequently, the presence of PPARγ and PAX8 was confirmed in this translocation and it was observed that fusion protein expression is induced by the PAX8 promoter. PAX8 plays an important role in regulating the terminal differentiation in thyroid cells, which regulates the expressions of thyroid-stimulating hormone (TSH) receptor, thyroglobulin, and sodium iodide symporter (NIS). Therefore, it is expected that the expression pattern of PAX8/PPARγ fusion protein is associated with the differentiation behaviour of thyroid tumours, where absent or low level is expected in poorly differentiated tumours and high level in well-differentiated tumours. On average, it has been reported that PAX8/PPARγ present in 13% of FV-PTC (0–50%), 11% of FAs (0–55%), and 36% of FTCs (0–63%). The aforementioned findings are based on the RT-PCR, however it should also consider the fact that promoters that drive expression of PAX8/PPARγ mRNA might be missing in the cells that are present in the dedifferentiated tumours, nonetheless still might harbour the fusion at the DNA level. In an attachment-independent manner, PAX8/PPARγ mediated in vitro thyroid cell growth, which decreased apoptosis and elevated soft agar colony formation (
3.6 Telomerase Reverse Transcriptase mutations
The rate-limiting catalytic subunit of telomerase is encoded by the TERT gene, which is accountable for the elongation of telomere during the replication of DNA (
3.7 Neurotrophic tyrosine receptor kinase fusion genes
The occurrence of NTRK fusion genes in PTC is 5–10% in adolescent and pediatric patients (
3.8 TP53 mutations
TP53 gene (a tumour suppressor) starts apoptosis in the case of nonrepairable DNA and controls the cell growth by regulating the cell division (
3.9 Eukaryotic translation initiation factor 1A X-linked mutations
The EIF1AX gene encodes a vital eukaryotic translation initiation factor and EIF1AX mutations have been linked to several cancers. Mutations in the EIF1AX gene have been detected in tumours that typically be deficient in other common drivers and identified in 1.5% of The Cancer Genome Atlas (TCGA) cohort, which are indicating that EIF1AX gene may play a role a novel PTC oncogene (
4 Epigenetic modifications that can be considered as biomarkers in the diagnosis and prognosis of thyroid cancer
4.1 Aberrant DNA methylation
Aberrant DNA methylation (ADM) of tumour suppressor genes and proto-oncogenes are found in TC and other human cancers. Tumour suppressor genes present in the thyroid include tissue inhibitor of metalloproteinase 3 (TIMP3), solute carrier family 5 member 8 (SLC5A8), Ras association domain family member 1, isoform A (RASSF1A), RAP1 GTPase activating protein (RAP1GAP), RAPβ2, phosphatase and tensin homolog (PTEN), and death associated protein kinase (DAPK). A class of GTPase-activating proteins is encoded by the RAP1GAP gene, which is responsible for the deactivation of RAS-related protein. This gene also controls mitogenic and oncogenic mechanisms in thyroid cells. On the other hand, RAP1 has a significant contribution in the ERK-dependent cascade regulation and BRAF-MEK-ERK cascade activation. In thyroid tumour cell lines, the immunohistochemistry studies showed RAP1GAP gene downregulation in PTC along with its invasion and proliferation. PTEN is a tumour-suppressive gene, which is responsible for encoding phosphatidylinositol-3, 4, 5-triphosphate 3-phosphatase protein. PTEN mutations have been detected in several cancer types. PTEN gene is also responsible for the negative regulation of AKT/protein kinase B (PKB) signalling cascade. Moreover, this gene has a significant contribution in controlling cell cycle and opposing rapid cell division and growth. ADM of PTEN is commonly observed in both PTC and FTC.
The TIMP3 gene is responsible for the suppression of cell development, angiogenesis, infiltration, and metastasis of many tumours. A hypermethylation of TIMP3 gene has been detected in the case of TC. This gene is also linked with extrathyroidal invasion and lymph node metastasis (
4.2 Histone modifications
The link between the behaviour of thyroid tumours and histone modifications has been demonstrated. It is well-established that the gene transcription is dependent on the chromatin accessibility and conformation. Chromatin remains “open” (euchromatin) in a transcriptionally active state, which permits the transcriptional machinery interaction with DNA to initiate the transcription of genes, while DNA remains tightly wrapped around the closed state of chromatin (heterochromatin). On the other hand, DNA tight packaging is caused by its coiling around histone proteins, which provide structural support to a chromatin. Through de-acetylation and acetylation of lysine residues, the extent of DNA condensation around histones regulates gene transcription, which involves histone post-translational modification. Histone deacetylases and acetyltransferases are the enzymes that cause such reversible acetylation-deacetylation alterations. The interaction of DNA and histones is hindered by histone acetylation of lysine residues through the removal of the positive charge on the histones that is responsible for the interaction with the negative charge containing phosphate groups of DNA. The role of histone acetylation in cancer has been widely evaluated, where this acetylation has a significant contribution in tumorigenesis.
Histone acetylation in TC plays a role from the early stages of thyroid carcinogenesis. Increased concentrations of H3K9–K14ac and H3K18ac have been reported in FTC and PTC than in control tissues, while histone H3K9–K14ac was only identified in ATC tissues, further indicates that the deficiency of the expression of H3K18Ac in case of ATC might have contribution during the progression of TC (
4.3 Non-coding RNAs
4.3.1 Long non-coding RNAs
Typically, lncRNAs are described as transcripts that contain over 200 nucleotides that are not generally translated into functional proteins. In addition, they are commonly found in the nucleus, wherein lncRNAs exhibit various activities including gene expression and splicing regulation via various mechanisms. Chromatin structure can be altered due to the interaction of lncRNAs with DNA, which can result in epigenetic modifications and further cause alterations in the target gene expressions. In addition, lncRNAs can interact with miRNAs or mRNAs and play a role as molecular sponges or competing endogenous RNAs (ceRNAs) to control the miRNA interaction with the targets or to regulate the translation and stability of mRNAs. A range of deregulated lncRNAs have already been reported, which can play role as biomarkers in the prognosis and diagnosis of TC (Table 1). For instance, HOX transcript antisense RNA (HOTAIR) is a lncRNA that is commonly overexpressed, which was found to be overexpressed in patients with PTC and TC (
Table 1
| lncRNAs | Type of thyroid cancer | Target | Roles | References |
|---|---|---|---|---|
| HOX transcript antisense RNA (HOTAIR) | Papillary thyroid cancer (PTC) | miR-488-5p | Regulates the disease progression and tumorigenesis of PTC via controlling the cellular malignancy | ( |
| Nuclear-enriched Abundant Transcript 1 (NEAT1) | PTC | miR-524-5p | NEAT1 elevates histone deacetylase 1 gene (HDAC1) expression via sponging miR-524-5p | ( |
| TNRC6C-AS1 | Thyroid cancer (TC) | miR-513c-5p | TNRC6C-AS1 suppresses apoptosis and autophagy of TC cells via STK4 methylation by using Hippo signalling pathway | ( |
| Metastasis Associated Lung Adenocarcinoma Transcript 1 (MALAT1) | Anaplastic TC (ATC) | miR-200-3p | Associated with the autophagy, invasion, migration, apoptosis, and cell proliferation | ( |
| Long Intergenic Non-Protein Coding RNA 313 (LINC00313) | PTC | miR-4429 | Regulates the migration and proliferation of PTC cells | ( |
| AB074169 | PTC | KH-Type Splicing Regulatory Protein (KHSRP) | AB074169 controls cell proliferation through modulating KHSRP-induced CDKN1a expression | ( |
| Taurine upregulated gene 1 (TUG1) | TC | miR-145 | Elevated TUG1 expression significantly induces tumor cell invasion and proliferation | ( |
| ZNFX1 Antisense RNA 1 (ZFAS1) | PTC | miR-590-3p | ZFAS1 overexpression can mediate proliferation and suppress apoptosis of PTC cells | ( |
| Actin filamentin-1 antisense RNA 1 (AFAP1-AS1) | ATC | miR-155-5p | Overexpression of AFAP1-AS1 leads to migration, proliferation, invasion and apoptosis inhibition of tumor cells | ( |
| Long Intergenic Non-Protein Coding RNA 313 (LINC00313) | TC | ALX Homeobox 4 (ALX4) | Regulates cell invasion, migration, and proliferation | ( |
| BRAF-Activated Non-protein Coding RN (BANCR) | PTC | Thyroid stimulating hormone receptor (TSHR) | BANCR mediates cell proliferation in PTC | ( |
| HOXA Cluster Antisense RNA 2 (HOXA-AS2) | PTC | miR-520c-3p | HOXA-A52 mediates cell invasion and migration | ( |
| LOC100129940-N | PTC | Wnt/β-catenin signalling | Mediates cell invasion, migration, and proliferation | ( |
Summary of potential lncRNAs as diagnostic and prognostic biomarkers in thyroid cancer.
The expression of MALAT1 is controlled via TGFβ, which indicates its contribution in TC progression by processes associated with epithelial-mesenchymal transition (
4.3.2 Circular RNAs
Numerous studies have already discovered the link between circRNAs and tumorigenesis. The circRNAs play a role as a ceRNA to control gene expression via suppressing miRNA activities (Table 2). There is a growing interest regarding the functions and roles of circRNAs. In a study, 98 deregulated circRNAs were detected when comparing six PTC tumours with nearby normal tissues (
Table 2
| circRNAs | Type of thyroid cancer | Target | Roles | References |
|---|---|---|---|---|
| Circ_100395 | Papillary thyroid cancer (PTC) | Phosphatidylinositol 3-kinase (PI3K)/protein kinase B (AKT)/mammalian target of rapamycin (mTOR) signalling | Circ_100395 overexpression markedly decreased cell invasion, migration and survival via the PI3K/AKT/mTOR signalling pathway | ( |
| hsa-circ-u0058124 | PTC | miR-218–5p | Mediates cell metastasis, tumour invasiveness, tumourigenicity, and proliferation | ( |
| CircNEK6 | PTC | miR-370-3p | Promotes PTC progression | ( |
| circ-ITCH | PTC | miR-22-3p | circ-ITCH is associated with sponging miR-22-3p and elevation of CBL expression | ( |
| circ-BACH2 | PTC | miR-139-5p | Mediates PTC cell invasion, migration, and growth | ( |
Summary of potential circRNAs as diagnostic and prognostic biomarkers in thyroid cancer.
4.3.3 MicroRNAs
Among the ncRNAs, miRNAs have been best characterised and most studied. These ncRNAs contain RNA transcripts of 18–24 nucleotides that interact with the 3′-UTR of mRNAs to hinder protein translation of target genes. They have a significant role in cancers, where miRNAs play a role in enhancing tumour progression and loss of differentiation. They can be classified as tumour suppressors and oncogenic (oncomiRs) as per their activities on death and proliferation of cells as well as expression patterns in malignant samples in contrast with healthy tissues. Certain profiles of miRNA expressions can be linked with genetic mutations commonly detected in DTCs. Moreover, miRNAs can be easily detected in blood samples and they show resistance to various environmental conditions including room temperature, therefore a miRNA profile can be used as therapeutic targets and prognostic biomarkers (Table 3). In contrast with circulating mRNAs, miRNAs have the ability to remain protected from nucleases in the bloodstream by being encased in exosomes or microvesicles or through interaction with proteins as well as miRNAs have the capacity to remain undamaged in paraffin-fixed tissue samples (
Table 3
| miRNAs | Type of thyroid cancer | Target | Roles | References |
|---|---|---|---|---|
| miR-221 | Papillary thyroid cancer (PTC) | CDKN1B/p27 | Affects the cell cycle and the p27 protein level | ( |
| miR-222 | PTC | CDKN1B/p27 | Regulates cell cycle and p27 protein level | ( |
| miR-137 | PTC | CXCL12 | miR-137 suppresses PTC cell invasion, migration, and proliferation | ( |
| miR-146b | PTC | Epidermal growth factor receptor (EGFR), nuclear factor-κB (NF-κB), interleukin 1 receptor-associated kinase 1 (IRAK1), and SMAD family member 4 (SMAD4) | Expression of miR-146b was positively linked with cell invasion, migration, and proliferation | ( |
| miR-206 | PTC | MAP4K3 | miR-206 upregulation suppressed the cell proliferation and stimulated apoptosis | ( |
| miR-486 | PTC | Fibrillin-1 and KIAA1199 (Cell migration inducing protein or CEMIP) | Regulates PTC cell invasion and metastasis | ( |
| miR-1179 | PTC | High Mobility Group Box 1 (HMGB1) | Regulates PTC progression | ( |
| miR-1266 | PTC | Fibroblast growth factor receptor 2 (FGFR2) | miR-1266 overexpression in PTC cells markedly decreased cell invasion, migration, and proliferation | ( |
| miR-25-3-p | PTC and follicular thyroid cancer (FTC) | Suppressor Of Cytokine Signalling 4 (SOCS4) | Increases cell invasion and metastasis | ( |
Summary of potential miRNAs as diagnostic and prognostic biomarkers in thyroid cancer.
On the other hand, Cluster 6 possesses most of the tall-cell PTC samples (74%) of TCGA (
Unlike PTC, FTC shows a specific and different pattern of miRNA expression, however there are a minimum 2 shared miRNAs including mir-221 and miR-34 that have significant contributions in well-differentiated tumours in case of thyroid carcinogenesis (
Indeed, miR-146b is a well-studied and most overexpressed miRNAs in TC, which is most commonly seen in PTC. The miR-146b expression is closely linked with the malignant thyroid neoplasm occurrence, which makes this miRNA an important biomarker (
TCGA carried out a study with TC samples, which observed that miR-146b-5p-induced regulation of the IRAK1 (interleukin-1 receptor-associated kinase 1) gene which is different from the conventional form of PTC (
An overexpression of miR-29 and miR-23 has also been reported, which are found to be controlled by TSH and its target SMAD3 (a key regulator of TGFβ activities) (
As per TCGA findings, expression of miR-137 is not markedly deregulated in TC, however a lower level of expression was observed in PTC as compared to adjacent normal tissues (
5 Conclusion and future perspectives
Advances in genetic research and the epigenetics revolution have extensively evaluated Over the past decades to find out whether genetic codes predominately determine gene function or not. Various experiments have also established the involvement of genetic and epigenetic modifications in cancer, which indicates that genome packaging is also vital as like genome in controlling the major cellular mechanisms. Therefore, a comprehension regarding genetic and epigenetic modifications is not only essential for the diagnosis and prognosis of various cancers including TC but also for the development of therapeutics. As like any other cancers, most of the genetic and epigenetic modifications in the case of TC are somatic in nature, thus evaluation of the epigenetic pattern in TC exhibited an important contribution in these modifications in the prognosis and classification of tumours. Interestingly, TC-associated epigenetic alterations are reversible; therefore it is possible to develop an optional epigenetic therapy. As miRNAs have substantial contribution in cell invasion, differentiation and proliferation, thus miRNAs as well as target genes can be used as potential targets for the diagnosis and treatment of tumours. Indeed, whole genome sequencing methods can extraordinarily identify the genetic lesions accountable for the dedifferentiation, progression and onset of TC. The molecular pathogenesis of TC has been changed owing to the growing knowledge of genomics and epigenomics. This improved understanding of TC-associated signalling mechanisms and complex intracellular networks has resulted in clinical trials with small kinase inhibitors.
Furthermore, mutation identifications in novel genes led to the detection of potential and novel molecular markers of TC. An updated classification of thyroid tumours as per the RAS-and BRAF-score or differentiation-score has mediated the development of precise molecular classification of these tumours. Novel findings on histone acetylation and DNA methylation might result in the detection of repressive molecules of both modifications that may further facilitate the thyroid tumour re-differentiation, which can further decrease their aggressive behaviours and their refractoriness to radioactive iodine. Collectively, all these findings have improved the knowledge regarding TC pathogenesis and its causes. Moreover, this knowledge has provided insights regarding the biological mechanisms linked with the progression and initiation of TC, regulatory circuits, new targetable cancer genes, and molecular markers with clinical uses in prognosis as well as diagnosis of TC.
Statements
Author contributions
ES: Conceptualization, Formal analysis, Funding acquisition, Investigation, Validation, Writing – original draft, Writing – review & editing.
Funding
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Summary
Keywords
thyroid cancer, genetic modifications, epigenetic modifications, biomarkers, diagnosis, prognosis
Citation
Sabi EM (2024) The role of genetic and epigenetic modifications as potential biomarkers in the diagnosis and prognosis of thyroid cancer. Front. Oncol. 14:1474267. doi: 10.3389/fonc.2024.1474267
Received
01 August 2024
Accepted
14 October 2024
Published
04 November 2024
Volume
14 - 2024
Edited by
Hua Tan, National Human Genome Research Institute (NIH), United States
Reviewed by
Hengrui Liu, University of Cambridge, United Kingdom
Iwona Sidorkiewicz, Medical University of Bialystok, Poland
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© 2024 Sabi.
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*Correspondence: Essa M. Sabi, esabi@ksu.edu.sa
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