1
|
Xia Y, Jiang X, Huang Y, Liu Q, Huang Y, Zhang B, Mei Z, Xu D, Shi Y, Tu W. Construction of a Tumor Immune Microenvironment-Related Prognostic Model in BRAF-Mutated Papillary Thyroid Cancer. Front Endocrinol (Lausanne) 2022; 13:895428. [PMID: 35757399 PMCID: PMC9215106 DOI: 10.3389/fendo.2022.895428] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/13/2022] [Accepted: 05/05/2022] [Indexed: 12/14/2022] Open
Abstract
BRAF mutation is a representative oncogenic mutation, with a frequency of 60% in papillary thyroid carcinoma (PTC), but the reasons for the poor prognosis and more aggressive course of BRAF-mutated PTC are controversial. Tumor immune microenvironment (TIME) is an essential factor permitting the development and progression of malignancy, but whether TIME participates in the prognosis of BRAF-mutated PTC has not yet been reported. The primary goal of the present study was to provide a comprehensive TIME-related prognostic model to increase the predictive accuracy of progression-free survival (PFS) in patients with BRAF-mutated PTC. In this study, we analyzed the mRNA-seq data and corresponding clinical data of PTC patients obtained from the TCGA database. By calculating the TIME scores (immune score, stromal score and ESTIMATE score), the BRAF mutation group (n=237) was dichotomized into the high- and low-score groups. By functional analysis of differentially expressed genes (DEGs) in different high/low score groups, we identified 2 key TIME-related genes, HTR3A and NIPAL4, which affected PFS in BRAF-mutated PTC. A risk scoring system was developed by multivariate Cox analysis based on the abovementioned 2 TIME-related genes. Then, the BRAF-mutated cohort was divided into the high- and low-risk groups using the median risk score as a cutoff. A high risk score correlated positively with a higher HTR3A/NIPAL4 expression level but negatively with PFS in BRAF-mutated PTC. Ultimately, a nomogram was constructed by combining risk score with clinical parameter (Tumor stage), and the areas under the ROC curve (AUCs) of the nomogram for predicting 1-, 3- and 5-year PFS were then calculated and found to be 0.694, 0.707 and 0.738, respectively, indicating the improved accuracy and clinical utility of the nomogram versus the risk score model in the BRAF-mutated PTC cohort. Moreover, we determined the associations between prognostic genes or risk score and immune cell infiltration by two-way ANOVA. In the high-risk score, high HTR3A expression, and high NIPAL4 expression groups, higher infiltration of immune cells was found. Collectively, these findings confirm that the nomogram is effective in predicting the outcome of BRAF-mutated PTC and will add a spatial dimension to the developing risk stratification system.
Collapse
Affiliation(s)
- Yuxiao Xia
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Xue Jiang
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Yuan Huang
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, China
| | - Qian Liu
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Yin Huang
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Bo Zhang
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Zhanjun Mei
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Dongkun Xu
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
| | - Yuhong Shi
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
- *Correspondence: Wenling Tu, ; Yuhong Shi,
| | - Wenling Tu
- Department of Nuclear Medicine, The Second Affiliated Hospital of Chengdu Medical College, China National Nuclear Corporation 416 Hospital, Chengdu, China
- School of Bioscience and Technology, Chengdu Medical College, Chengdu, China
- *Correspondence: Wenling Tu, ; Yuhong Shi,
| |
Collapse
|
2
|
Agrawal T, Xi L, Navarro W, Raffeld M, Patel SB, Roth MJ, Klubo‐Gwiezdzinska J, Filie AC. An Effective Approach for
BRAF V600E
Mutation Analysis of Routine Thyroid Fine Needle Aspirates. Cytopathology 2021; 33:344-349. [DOI: 10.1111/cyt.13093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 11/30/2021] [Accepted: 12/22/2021] [Indexed: 11/30/2022]
Affiliation(s)
- Tanupriya Agrawal
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
- Department of Pathology University of Rochester Medical Center Rochester
| | - Liqiang Xi
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Winnifred Navarro
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Mark Raffeld
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Snehal B. Patel
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
- Snehal B. Patel ‐ HeloGenika LLC Dexter
| | - Mark J. Roth
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| | - Joanna Klubo‐Gwiezdzinska
- National Institute of Diabetes and Digestive and Kidney Diseases National Institutes of Health 9000 Rockville Pike Bethesda MD 20892 USA
| | - Armando C. Filie
- Laboratory of Pathology National Cancer Institute National Institutes of Health 10 Center Drive Bethesda MD 20892 USA
| |
Collapse
|
3
|
Rashid FA, Munkhdelger J, Fukuoka J, Bychkov A. Prevalence of BRAFV600E mutation in Asian series of papillary thyroid carcinoma-a contemporary systematic review. Gland Surg 2020; 9:1878-1900. [PMID: 33224863 PMCID: PMC7667088 DOI: 10.21037/gs-20-430] [Citation(s) in RCA: 37] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2020] [Accepted: 07/04/2020] [Indexed: 12/30/2022]
Abstract
Papillary thyroid carcinoma (PTC), the most common malignancy of the endocrine system, is frequently driven by BRAFV600E mutation, which was reported in 35-60% cases in Western series. Numerous studies have recently emerged from Asian countries and regions; however sufficient summary is lacking to date. BRAF mutation serves as a diagnostic and prognostic tool in thyroid cancer, therefore establishing a rate of BRAF on the national scale could be of practical significance. We performed systematic reviews of available literature to investigate the prevalence of BRAF mutation in series of PTC from various Asian countries and regions. Out of the total 3,966 reports identified via initial screening, 138 studies encompassing over 40,000 PTCs were included for the final analysis. A vast majority (90.2%) of PTCs with known BRAF status were from East Asia, including China, South Korea, and Japan, with BRAF mutation rates of 71.2%, 75.5%, and 70.6%, respectively. Less abundant Indian and Saudi Arabian series found 45.6% and 46.3% prevalence of BRAFV600E in PTC, respectively. Much limited evidence was available from Thailand, Iran, Kazakhstan, Taiwan, Singapore, Indonesia, Hong Kong, Philippines, Vietnam, Iraq, and Myanmar. No relevant publications were found from other highly populated countries, such as Pakistan, Bangladesh, and Malaysia. After grouping by geographic region, we found that the highest rate of BRAFV600E was reported in the PTC series from East Asia (76.4%). Much lower rate (45-48%) was seen in PTC cohorts from South Asia, Central Asia, and the Middle East while the Southeast Asian series were in between (57%). Further subgroup analysis revealed that studies employing fresh frozen tissue and fine-needle aspirates showed higher rates of BRAF compared to those used formalin-fixed paraffin-embedded tissues. We found that the PTC series enrolled patients' cohorts after 2010 demonstrated a higher rate of BRAF compared to the earlier series. Finally, pediatric PTCs had lower BRAF prevalence compared to the baseline rate for the country. In conclusion, despite considerable among and within countries heterogeneity, the Asian PTC series showed a higher prevalence of BRAFV600E mutation than that in Western series. Causes of geographic heterogeneity, whether genuine (etiology, genetics) or methodology-related should be further investigated.
Collapse
Affiliation(s)
- Faiza Abdul Rashid
- Department of Biological Sciences, Faculty of Basic and Applied Sciences, International Islamic University, Islamabad, Pakistan
| | | | - Junya Fukuoka
- Department of Pathology, Kameda Medical Center, Kamogawa, Chiba, Japan
- Department of Pathology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - Andrey Bychkov
- Department of Pathology, Kameda Medical Center, Kamogawa, Chiba, Japan
- Department of Pathology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| |
Collapse
|
4
|
Ieni A, Vita R, Cardia R, Giuffré G, Benvenga S, Tuccari G. BRAF Status in Papillary Microcarcinomas of the Thyroid Gland: a Brief Review. Curr Mol Med 2020; 19:665-672. [PMID: 31625469 DOI: 10.2174/1566524019666190717161359] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2019] [Revised: 07/04/2019] [Accepted: 07/06/2019] [Indexed: 12/23/2022]
Abstract
Papillary thyroid microcarcinoma (PTMC) is defined by the World Health Organization as papillary cancer measuring 10 mm or less in diameter. Generally, PTMC shows an indolent clinical behavior with a good prognosis, although a minority of PTMC is characterized by an aggressive course. However, efforts to identify this aggressive subset of PTMC after surgery remain inconclusive. Several oncogenic pathways have been identified in thyroid cancer and have been applied translationally to improve prognosis and clinical management. In particular, the BRAFV600E mutation was found more frequently in large, aggressive, recurrent and advanced tumors. We aimed at reviewing studies on BRAFV600E mutation as a prognostic factor in PTMC.
Collapse
Affiliation(s)
- Antonio Ieni
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| | - Roberto Vita
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy
| | - Roberta Cardia
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| | - Giuseppe Giuffré
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| | - Salvatore Benvenga
- Department of Clinical and Experimental Medicine, University of Messina, Messina, Italy.,Master Program on Childhood, Adolescent and Women's Endocrine Health, University of Messina, Messina, Italy.,Interdepartmental Program of Molecular & Clinical Endocrinology, and Women's Endocrine Health, University of Messina, Messina, Italy
| | - Giovanni Tuccari
- Department of Human Pathology "Gaetano Barresi" - Section of Pathological Anatomy, A.O.U. Polyclinic G.Martino, 98125 Messina, Italy
| |
Collapse
|
5
|
Ji W, Xie H, Wei B, Shen H, Liu A, Gao Y, Wang L. Relationship between BRAF V600E gene mutation and the clinical and pathologic characteristics of papillary thyroid microcarcinoma. INTERNATIONAL JOURNAL OF CLINICAL AND EXPERIMENTAL PATHOLOGY 2019; 12:3492-3499. [PMID: 31934195 PMCID: PMC6949828] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Received: 04/24/2019] [Accepted: 05/24/2019] [Indexed: 06/10/2023]
Abstract
OBJECTIVE This study aims to investigate the relationship between BRAF V600E gene mutation and the clinical and pathologic characteristics of patients with papillary thyroid microcarcinoma (PTMC). METHODS A retrospective analysis was conducted on the clinical and pathologic characteristics of 89 patients with PTMC, who had complete medical records. The BRAF V600E gene mutation was detected by real-time immunofluorescence quantitative PCR. Then, the BRAF V600E gene mutation and the clinical and pathologic data of these patients were statistically analyzed. RESULTS Among the 89 patients with PTMC, 67 patients had a BRAF V600E mutation with a mutation rate of 75.3%. 38 patients (42.6%) had cervical lymph node metastasis. 43 patients had capsular invasion (48.3%) and 40 patients (44.9%) had tumor multifocality confirmed by postoperative pathology. BRAF V600E mutation was not associated with gender, age, capsular invasion, tumor multifocality, cervical lymph node metastasis, or higher TNM stage. However, cervical lymph node metastasis was associated with age and tumor invasion of the capsule. Thus, cervical lymph node metastasis was most likely in patients < 45 years old and patients with capsular invasion. CONCLUSION BRAF V600E mutation is common in PTMC, but is not associated with clinicopathologic factors, such as age, gender, tumor multifocality, cervical lymph node metastasis, capsular invasion, or tumor TNM stage. Cervical lymph node metastasis is more likely in patients < 45 years old and patients with capsular invasion.
Collapse
Affiliation(s)
- Wei Ji
- Department of Otorhinolaryngology Head and Neck Surgery, Beijing Shijitan Hospital, Capital Medical UniversityBeijing, P. R. China
| | - Hong Xie
- Department of Otorhinolaryngology Head and Neck Surgery, Beijing Shijitan Hospital, Capital Medical UniversityBeijing, P. R. China
| | - Bojun Wei
- Department of Thyroid and Neck Surgery, Beijing Chaoyang Hospital, Capital Medical UniversityBeijing, P. R. China
| | - Hong Shen
- Department of Thyroid and Neck Surgery, Beijing Chaoyang Hospital, Capital Medical UniversityBeijing, P. R. China
| | - Aizhu Liu
- Department of Otorhinolaryngology Head and Neck Surgery, Beijing Shijitan Hospital, Capital Medical UniversityBeijing, P. R. China
| | - Ying Gao
- Department of Pathology, Beijing Shijitan Hospital, Capital Medical UniversityBeijing, P. R. China
| | - Lingling Wang
- Department of Pathology, Beijing Shijitan Hospital, Capital Medical UniversityBeijing, P. R. China
| |
Collapse
|
6
|
Rodrigues AC, Penna G, Rodrigues E, Castro P, Sobrinho-Simões M, Soares P. The Genetics of Papillary Microcarcinomas of the Thyroid: Diagnostic and Prognostic Implications. Curr Genomics 2017; 18:244-254. [PMID: 28659720 PMCID: PMC5476952 DOI: 10.2174/1389202918666170105094459] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2016] [Revised: 11/03/2016] [Accepted: 11/05/2016] [Indexed: 01/11/2023] Open
Abstract
Papillary microcarcinoma of the thyroid (mPTC) is defined by the WHO as a papillary thy-roid cancer measuring 10mm or less in diameter and it is nowadays a topic of intense debate among the members of the medical community due to its apparent “epidemic” rise. Although these tumors follow almost always an indolent clinical course and carry an excellent prognosis, it is known that a small sub-set may display a potentially aggressive behavior. Nevertheless, we still lack an accurate way of predict-ing those which will cause significant disease. In an attempt to address this problem, a number of clini-co-pathologic features have been studied as poor prognostic markers in mPTC, and their association with known genetic alterations in thyroid cancer has been evaluated. Herein we review the present knowledge concerning mPTC’s genetic profile, namely the prevalence of BRAF (V600E), RAS and TERT promoter mutations and RET/PTC and PAX8-PPARG rearrangements and report the results of the evaluation in the putative prognostic value of these genetic alterations in mPTC.
Collapse
Affiliation(s)
- Ana Cunha Rodrigues
- Department of Pathology, Medical Faculty, University of Porto, Porto, Portugal
| | - Gustavo Penna
- Department of Internal Medicine - Endocrinology, Medical Faculty, Federal University of Rio de Janeiro, Rio de Janeiro, Brasil
| | - Elisabete Rodrigues
- Department of Endocrinology, Medical Faculty, University of Porto, Porto, Portugal
| | - Patrícia Castro
- Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| | - Manuel Sobrinho-Simões
- Department of Pathology, Medical Faculty, University of Porto, Porto, Portugal.,Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal.,Department of Pathology, Hospital de S. João, Porto, Portugal
| | - Paula Soares
- Department of Pathology, Medical Faculty, University of Porto, Porto, Portugal.,Instituto de Investigação e Inovação em Saúde (I3S), Universidade do Porto, Porto, Portugal.,Institute of Molecular Pathology and Immunology of the University of Porto (IPATIMUP), Porto, Portugal
| |
Collapse
|
7
|
Abdullah MI, Lee CC, Mat Junit S, Ng KL, Hashim OH. Tissue and serum samples of patients with papillary thyroid cancer with and without benign background demonstrate different altered expression of proteins. PeerJ 2016; 4:e2450. [PMID: 27672505 PMCID: PMC5028788 DOI: 10.7717/peerj.2450] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2016] [Accepted: 08/16/2016] [Indexed: 01/08/2023] Open
Abstract
Background Papillary thyroid cancer (PTC) is mainly diagnosed using fine-needle aspiration biopsy. This most common form of well-differentiated thyroid cancer occurs with or without a background of benign thyroid goiter (BTG). Methods In the present study, a gel-based proteomics analysis was performed to analyse the expression of proteins in tissue and serum samples of PTC patients with (PTCb; n = 6) and without a history of BTG (PTCa; n = 8) relative to patients with BTG (n = 20). This was followed by confirmation of the levels of proteins which showed significant altered abundances of more than two-fold difference (p < 0.01) in the tissue and serum samples of the same subjects using ELISA. Results The data of our study showed that PTCa and PTCb distinguish themselves from BTG in the types of tissue and serum proteins of altered abundance. While higher levels of alpha-1 antitrypsin (A1AT) and heat shock 70 kDa protein were associated with PTCa, lower levels of A1AT, protein disulfide isomerase and ubiquitin-conjugating enzyme E2 N seemed apparent in the PTCb. In case of the serum proteins, higher abundances of A1AT and alpha 1-beta glycoprotein were detected in PTCa, while PTCb was associated with enhanced apolipoprotein A-IV and alpha 2-HS glycoprotein (AHSG). The different altered expression of tissue and serum A1AT as well as serum AHSG between PTCa and PTCb patients were also validated by ELISA. Discussion The distinctive altered abundances of the tissue and serum proteins form preliminary indications that PTCa and PTCb are two distinct cancers of the thyroid that are etiologically and mechanistically different although it is currently not possible to rule out that they may also be due other reasons such as the different stages of the malignant disease. These proteins stand to have a potential use as tissue or serum biomarkers to discriminate the three different thyroid neoplasms although this requires further validation in clinically representative populations.
Collapse
Affiliation(s)
- Mardiaty Iryani Abdullah
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya , Kuala Lumpur , Malaysia
| | - Ching Chin Lee
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya , Kuala Lumpur , Malaysia
| | - Sarni Mat Junit
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia; University of Malaya Centre for Proteomics Research, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| | - Khoon Leong Ng
- Department of Surgery, Faculty of Medicine, University of Malaya , Kuala Lumpur , Malaysia
| | - Onn Haji Hashim
- Department of Molecular Medicine, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia; University of Malaya Centre for Proteomics Research, Faculty of Medicine, University of Malaya, Kuala Lumpur, Malaysia
| |
Collapse
|