Is papillary thyroid microcarcinoma a biologically different disease? A propensity score-matched analysis

被引:12
作者
Hsu, Yi-Chiung [1 ]
Lee, Jie-Jen [2 ,3 ]
Chien, Ming-Nan [3 ,4 ]
Chen, Ming-Jen [2 ,3 ,5 ]
Leung, Ching-Hsiang [3 ,4 ]
Cheng, Shih-Ping [2 ,3 ,5 ]
机构
[1] Natl Cent Univ, Dept Biomed Sci & Engn, Taoyuan, Taiwan
[2] MacKay Mem Hosp, Dept Surg, 92,Sect 2,Chung Shan North Rd, Taipei 10449, Taiwan
[3] Mackay Med Coll, Taipei, Taiwan
[4] MacKay Mem Hosp, Div Endocrinol & Metab, Dept Internal Med, Taipei, Taiwan
[5] Taipei Med Univ, Dept Pharmacol, Sch Med, Coll Med, Taipei, Taiwan
关键词
microcarcinoma; propensity score matching; thyroid carcinoma; transcriptome; EXPRESSION; CARCINOMA; RECURRENCE; SURGERY; OVEREXPRESSION; PROLIFERATION; BRAF(V600E); PROGRESSION; MUTATION; FEATURES;
D O I
10.1002/jso.25670
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Background Papillary thyroid microcarcinoma exhibits an indolent clinical course and could be a candidate for active surveillance in the appropriate setting. It remains unknown whether papillary microcarcinoma is biologically different from larger papillary carcinoma >1 cm. Methods We analyzed clinicopathological information and transcriptome data of papillary thyroid cancer samples from The Cancer Genome Atlas. Propensity-score matching was used to construct a matched cohort consisting of 29 microcarcinomas and 58 carcinomas. Principal component analysis and unsupervised hierarchical cluster analysis were carried out to investigate the similarity of gene expression profiles. Results After adjustment for differences in baseline clinicopathological and genetic factors, transcriptome could be grouped mainly on the basis of tumor class (BRAF-like vs RAS-like) and tumor size (microcarcinoma vs carcinoma). The gene set enrichment analysis showed that extracellular matrix-associated pathways were enriched in the MSigDB database. Conclusion Papillary thyroid microcarcinomas display a distinct gene expression pattern different from the corresponding carcinomas. We hypothesize that tumor microenvironment may play a role in the microcarcinoma/carcinoma phenotypic divergence.
引用
收藏
页码:1023 / 1030
页数:8
相关论文
共 40 条
[1]   Integrated Genomic Characterization of Papillary Thyroid Carcinoma [J].
Agrawal, Nishant ;
Akbani, Rehan ;
Aksoy, B. Arman ;
Ally, Adrian ;
Arachchi, Harindra ;
Asa, Sylvia L. ;
Auman, J. Todd ;
Balasundaram, Miruna ;
Balu, Saianand ;
Baylin, Stephen B. ;
Behera, Madhusmita ;
Bernard, Brady ;
Beroukhim, Rameen ;
Bishop, Justin A. ;
Black, Aaron D. ;
Bodenheimer, Tom ;
Boice, Lori ;
Bootwalla, Moiz S. ;
Bowen, Jay ;
Bowlby, Reanne ;
Bristow, Christopher A. ;
Brookens, Robin ;
Brooks, Denise ;
Bryant, Robert ;
Buda, Elizabeth ;
Butterfield, Yaron S. N. ;
Carling, Tobias ;
Carlsen, Rebecca ;
Carter, Scott L. ;
Carty, Sally E. ;
Chan, Timothy A. ;
Chen, Amy Y. ;
Cherniack, Andrew D. ;
Cheung, Dorothy ;
Chin, Lynda ;
Cho, Juok ;
Chu, Andy ;
Chuah, Eric ;
Cibulskis, Kristian ;
Ciriello, Giovanni ;
Clarke, Amanda ;
Clayman, Gary L. ;
Cope, Leslie ;
Copland, John A. ;
Covington, Kyle ;
Danilova, Ludmila ;
Davidsen, Tanja ;
Demchok, John A. ;
DiCara, Daniel ;
Dhalla, Noreen .
CELL, 2014, 159 (03) :676-690
[2]   Statistical Criteria for Selecting the Optimal Number of Untreated Subjects Matched to Each Treated Subject When Using Many-to-One Matching on the Propensity Score [J].
Austin, Peter C. .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 2010, 172 (09) :1092-1097
[3]   BRAF V600E and decreased NIS and TPO expression are associated with aggressiveness of a subgroup of papillary thyroid microcarcinoma [J].
Bastos, Andre Uchimura ;
Oler, Gisele ;
Nakano Nozima, Bruno Heidi ;
Moyses, Raquel Ajub ;
Cerutti, Janete Maria .
EUROPEAN JOURNAL OF ENDOCRINOLOGY, 2015, 173 (04) :525-540
[4]   Differential expression of dysadherin in papillary thyroid carcinoma and microcarcinoma: Correlation with E-cadherin [J].
Batistatou, Anna ;
Charalabopoulos, Konstantinos ;
Nakanishi, Yukihiro ;
Vagianos, Constantine ;
Hirohashi, Setsuo ;
Agnantis, Niki J. ;
Scopa, Chrissoula D. .
ENDOCRINE PATHOLOGY, 2008, 19 (03) :197-202
[5]   A Clinical Framework to Facilitate Risk Stratification When Considering an Active Surveillance Alternative to Immediate Biopsy and Surgery in Papillary Microcarcinoma [J].
Brito, Juan P. ;
Ito, Yasuhiro ;
Miyauchi, Akira ;
Tuttle, R. Michael .
THYROID, 2016, 26 (01) :144-149
[6]   Autism and Sensory Processing Disorders: Shared White Matter Disruption in Sensory Pathways but Divergent Connectivity in Social-Emotional Pathways [J].
Chang, Yi-Shin ;
Owen, Julia P. ;
Desai, Shivani S. ;
Hill, Susanna S. ;
Arnett, Anne B. ;
Harris, Julia ;
Marco, Elysa J. ;
Mukherjee, Pratik .
PLOS ONE, 2014, 9 (07)
[7]   High Serum Leptin Level is Associated with Peripheral Artery Disease in Geriatric Individuals [J].
Chen, Tse-Hao ;
Lee, Chung-Jen ;
Wang, Ji-Hung ;
Hsu, Bang-Gee .
INTERNATIONAL JOURNAL OF GERONTOLOGY, 2018, 12 (03) :191-195
[8]   BRAFV600E Is Correlated with Recurrence of Papillary Thyroid Microcarcinoma: A Systematic Review, Multi-Institutional Primary Data Analysis, and Meta-Analysis [J].
Chen, Yufei ;
Sadow, Peter M. ;
Suh, Hyunsuk ;
Lee, Kyu Eun ;
Choi, June Young ;
Suh, Yong Joon ;
Wang, Tracy S. ;
Lubitz, Carrie C. .
THYROID, 2016, 26 (02) :248-255
[9]   Reconsideration of tumor size threshold for total thyroidectomy in differentiated thyroid cancer [J].
Cheng, Shih-Ping ;
Chien, Ming-Nan ;
Wang, Tao-Yeuan ;
Lee, Jie-Jen ;
Lee, Chun-Chuan ;
Liu, Chien-Liang .
SURGERY, 2018, 164 (03) :504-510
[10]   Overexpression of teneurin transmembrane protein 1 is a potential marker of disease progression in papillary thyroid carcinoma [J].
Cheng, Shih-Ping ;
Chen, Ming-Jen ;
Chien, Ming-Nan ;
Lin, Chi-Hsin ;
Lee, Jie-Jen ;
Liu, Chien-Liang .
CLINICAL AND EXPERIMENTAL MEDICINE, 2017, 17 (04) :555-564