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Dai F, Yao S, Wang M, Zhu Y, Qiu X, Sun P, Qiu C, Yin J, Shen G, Sun J, Wang M, Wang Y, Yang Z, Sang J, Wang X, Sun F, Cai W, Zhang X, Lu H. Improving AI models for rare thyroid cancer subtype by text guided diffusion models. Nat Commun 2025; 16:4449. [PMID: 40360460 PMCID: PMC12075465 DOI: 10.1038/s41467-025-59478-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2024] [Accepted: 04/24/2025] [Indexed: 05/15/2025] Open
Abstract
Artificial intelligence applications in oncology imaging often struggle with diagnosing rare tumors. We identify significant gaps in detecting uncommon thyroid cancer types with ultrasound, where scarce data leads to frequent misdiagnosis. Traditional augmentation strategies do not capture the unique disease variations, hindering model training and performance. To overcome this, we propose a text-driven generative method that fuses clinical insights with image generation, producing synthetic samples that realistically reflect rare subtypes. In rigorous evaluations, our approach achieves substantial gains in diagnostic metrics, surpasses existing methods in authenticity and diversity measures, and generalizes effectively to other private and public datasets with various rare cancers. In this work, we demonstrate that text-guided image augmentation substantially enhances model accuracy and robustness for rare tumor detection, offering a promising avenue for more reliable and widespread clinical adoption.
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Affiliation(s)
- Fang Dai
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
- SJTU-Yale Joint Center of Biostatistics and Data Science, Technical Center for Digital Medicine, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China
- Department of Clinical Laboratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, PR China
| | - Siqiong Yao
- SJTU-Yale Joint Center of Biostatistics and Data Science, Technical Center for Digital Medicine, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China.
| | - Min Wang
- Department of Critical Care Medicine, Jiuquan Hospital of Shanghai General Hospital, Shanghai Jiaotong University School of Medicine, Jiuquan, Gansu, PR China
| | - Yicheng Zhu
- Department of Ultrasound, Pudong New Area People's Hospital Affiliated to Shanghai University of Medicine and Health Sciences, Shanghai, PR China
| | - Xiangjun Qiu
- Department of Automation, Tsinghua University, Beijing, PR China
| | - Peng Sun
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Cheng Qiu
- Medical college, Nantong University, Nantong, Jiangsu, PR China
| | - Jisheng Yin
- Shcool of Artificial Intelligence, University of Chinese Academy of sciences, Beijing, PR China
| | - Guangtai Shen
- Xin'an League People's Hospital, Xing'an League, Inner Mongolia, PR China
| | - Jingjing Sun
- Department of Ultrasound, Shanghai Fourth People's Hospital Affiliated to Tongji University, Shanghai, PR China
| | - Maofeng Wang
- Department of Biomedical Sciences Laboratory, Affiliated Dongyang Hospital of Wenzhou Medical University, Dongyang, Zhejiang, PR China
| | - Yun Wang
- Department of Hepatobiliary pancreatic center, Xuzhou City Central Hospital, Xuzhou, Jiangsu, China
| | - Zheyu Yang
- Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of medicine, Shanghai, PR China
| | - Jianfeng Sang
- Nanjing Drum Tower Hospital, The Affiliated Hospital of Nanjing University Medical School, Nanjing, Jiangsu, PR China
| | - Xiaolei Wang
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China
| | - Fenyong Sun
- Department of Clinical Laboratory Medicine, Shanghai Tenth People's Hospital, School of Medicine, Tongji University, Shanghai, PR China.
| | - Wei Cai
- Department of General Surgery, Ruijin Hospital, Shanghai Jiaotong University School of medicine, Shanghai, PR China.
| | | | - Hui Lu
- Department of Bioinformatics and Biostatistics, School of Life Sciences and Biotechnology, Shanghai Jiao Tong University, Shanghai, China.
- SJTU-Yale Joint Center of Biostatistics and Data Science, Technical Center for Digital Medicine, National Center for Translational Medicine, Shanghai Jiao Tong University, Shanghai, China.
- Institute of Bioinformatics, Shanghai Academy of Experimental Medicine, Shanghai, China.
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Kheng M, Manzella A, Chao JC, Laird AM, Beninato T. Reoperation Rates After Initial Thyroid Lobectomy for Patients with Thyroid Cancer: A National Cohort Study. Thyroid 2024; 34:1007-1016. [PMID: 39049736 DOI: 10.1089/thy.2024.0128] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 07/27/2024]
Abstract
Introduction: The 2015 American Thyroid Association (ATA) guidelines recommended thyroid lobectomy (TL) as an alternative to total thyroidectomy (TT) for the surgical treatment of low-risk differentiated thyroid cancer. Increasing use of TL has since been reported despite concerns for an increased risk of disease recurrence and need for reoperation. This study sought to compare reoperation rates among patients who underwent initial TL or TT for malignancy, characterize trends at centers based on operative volume, and examine factors associated with reoperation. Methods: We queried the Vizient Clinical Data Base for TL and TT performed preguideline change (pre-GC = 2013-2015) and postguideline change (post-GC = 2016-2021). Reoperations included reoperative thyroid surgery (RTS) and neck dissection (ND); timing was defined as early (≤180 days), thought to indicate inadequacy of initial operative choice, or late (>180 days), suggesting potential disease recurrence. Results: Of 65,627 patients, 31.8% underwent initial TL and 68.2% underwent initial TT; TL increased from 21.4% of total cases pre-GC to 37.0% post-GC (p < 0.001). Among TL patients, early RTS declined from 33.9% to 14.2% and ND declined from 0.8% to 0.4% (p < 0.001). Among TT patients, early RTS remained 0.2%, while ND increased from 0.4% to 0.7% (p < 0.001). TL-associated late RTS declined from 2.0% to 1.7%, while ND increased from 0.6% to 0.8% (p = 0.17). In TT patients, both late RTS and ND increased, from 0.2% to 0.3% (p = 0.04) and 1.7% to 2.1% (p < 0.01), respectively. There was no difference in the late reoperation rate for TL compared with TT post-GC (+0.2%, p = 0.18). TL volume grew annually by 12.5% [8.9-16.2%] at high-volume centers (HVCs) and 8.3% [5.6-11.1%] at low-volume centers (LVCs). TL-associated reoperations at HVCs declined annually by 12.6% [5.6-19.0%] and 10.8% [2.7-18.1%] at LVCs. Uninsured status and more recent initial operation were associated with an increased risk of late reoperation (HR = 1.84 [1.06-3.20] and HR = 1.30 [1.24-1.36], respectively). The type of index operation performed, however, was not predictive of late reoperation. Conclusions: The rate of early reoperations declined for TL after the 2015 ATA guideline release, but late reoperations remained unchanged despite a significant shift in practice patterns towards initial lobectomy. Patients appear to be receiving less aggressive, guideline-concordant care without a significant increase in the late reoperation rate for TL compared with TT.
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Affiliation(s)
- Marin Kheng
- Department of Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Alexander Manzella
- Department of Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Joshua C Chao
- Department of Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Amanda M Laird
- Department of Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Section of Endocrine Surgery, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Toni Beninato
- Department of Surgery, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Section of Endocrine Surgery, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
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Wang P, Dong Z, Zhao S, Su Y, Zhang J, Ma Y, Diao C, Qian J, Cheng R, Liu W. Trends of the prevalence rate of central lymph node metastasis and multifocality in patients with low-risk papillary thyroid carcinoma after delayed thyroid surgery. Front Endocrinol (Lausanne) 2024; 15:1349272. [PMID: 38638135 PMCID: PMC11024326 DOI: 10.3389/fendo.2024.1349272] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 03/06/2024] [Indexed: 04/20/2024] Open
Abstract
Background Active surveillance has been an option for patients with low-risk papillary thyroid carcinoma (PTC). However, whether delayed surgery leads to an increased risk of local tumor metastasis remain unclear. We sought to investigate the impact of observation time on central lymph node metastasis (CLNM) and multifocal disease in patients with low-risk PTC. Methods Patients who were diagnosed with asymptomatic low-risk PTC, and with a pathological maximum tumor size ≤1.5 cm by were included. The patients were classified into observation group and immediate surgery group, and subgroup analyses were conducted by observation time period. The prevalence of CLNM, lymph node (LN) involved >5, multifocal PTC and bilateral multifocal PTC were considered as outcome variables. The changing trend and risk ratio of prevalence over observation time were evaluated by Mann-Kendall trend test and Logistics regression. Results Overall, 3,427 and 1,860 patients were classified to the observation group and immediate surgery group, respectively. Trend tests showed that decreasing trends both on the prevalence of CLNM and LN involved >5 over the observation time, but the difference was not statistically significant, and the prevalence of multifocal PTC and bilateral multifocal PTC showed the significant decreasing trends. After adjustment, multivariate analysis showed no statistically significant difference between observed and immediate surgery groups in the four outcome variables. Conclusion In patients with subclinical asymptomatic low-risk PTC, observation did not result in an increased incidence of local metastatic disease, nor did the increased surgery extent in patients with delayed surgery compared to immediate surgery. These findings can strengthen the confidence in the active surveillance management for both doctors and patients.
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Affiliation(s)
- Pei Wang
- Department of Radiation Oncology, Cancer Institute, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China
- Department of Medical Imaging, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Zhizhong Dong
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Shuyan Zhao
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yanjun Su
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Jianming Zhang
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Yunhai Ma
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Chang Diao
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Jun Qian
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Ruochuan Cheng
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
| | - Wen Liu
- Department of Thyroid Surgery, Clinical Research Center for Thyroid Disease of Yunnan Province, The First Affiliated Hospital of Kunming Medical University, Kunming, China
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Dralle H, Weber F, Machens A, Brandenburg T, Schmid KW, Führer-Sakel D. [Hemithyroidectomy or total thyroidectomy for low-risk papillary thyroid cancer? : Surgical criteria for primary and secondary choice of treatment in an interdisciplinary treatment concept]. CHIRURGIE (HEIDELBERG, GERMANY) 2023; 94:79-92. [PMID: 36121448 DOI: 10.1007/s00104-022-01726-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/23/2022] [Indexed: 01/21/2023]
Abstract
The increase in small intrathyroid papillary thyroid cancer (PTC) observed worldwide over the past two decades, with no increase in cancer-specific mortality, has challenged the previous concept of total thyroidectomy as a one-size-fits-all panacea. After exclusion of papillary microcarcinomas, a systematic review of 20 clinical studies published since 2002, which compared hemithyroidectomy (HT) to total thyroidectomy (TT), found comparable long-term oncological outcomes for low-risk papillary thyroid cancer (LRPTC) 1-4 cm in diameter, whereas postoperative complication rates were markedly lower for HT. To refine individual treatment plans, HT should be combined with ipsilateral central lymph node dissection and intraoperative frozen section analysis for staging. Based on recent evidence from studies and in consideration of individual risk factors, patients with LRPTC can be offered the concept of HT as an alternative to the standard TT. A prerequisite for the treatment selection and decision is a comprehensive patient clarification of the possible advantages and disadvantages of both approaches.
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Affiliation(s)
- H Dralle
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, Sektion Endokrine Chirurgie, Universitätsmedizin Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Deutschland.
| | - F Weber
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, Sektion Endokrine Chirurgie, Universitätsmedizin Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Deutschland
| | - A Machens
- Klinik für Allgemein‑, Viszeral- und Transplantationschirurgie, Sektion Endokrine Chirurgie, Universitätsmedizin Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Deutschland
| | - T Brandenburg
- Klinik für Endokrinologie, Diabetologie und Stoffwechsel, Universitätsmedizin Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Deutschland
| | - K W Schmid
- Institut für Pathologie, Universitätsmedizin Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Deutschland
| | - D Führer-Sakel
- Klinik für Endokrinologie, Diabetologie und Stoffwechsel, Universitätsmedizin Essen, Universität Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Deutschland
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Ward LS, Scheffel RS, Hoff AO, Ferraz C, Vaisman F. Treatment strategies for low-risk papillary thyroid carcinoma: a position statement from the Thyroid Department of the Brazilian Society of Endocrinology and Metabolism (SBEM). ARCHIVES OF ENDOCRINOLOGY AND METABOLISM 2022; 66:522-532. [PMID: 36074944 PMCID: PMC10697645 DOI: 10.20945/2359-3997000000512] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/11/2022] [Accepted: 07/21/2022] [Indexed: 06/15/2023]
Abstract
Increasingly sensitive diagnostic methods, better understanding of molecular pathophysiology, and well-conducted prospective studies have changed the current approach to patients with thyroid cancer, requiring the implementation of individualized management. Most patients with papillary thyroid carcinoma (PTC) are currently considered to have a low risk of mortality and disease persistence/recurrence. Consequently, current treatment recommendations for these patients include less invasive or intensive therapies. We used the most recent evidence to prepare a position statement providing guidance for decisions regarding the management of patients with low-risk PTC (LRPTC). This document summarizes the criteria defining LRPTC (including considerations regarding changes in the TNM staging system), indications and contraindications for active surveillance, and recommendations for follow-up and surgery. Active surveillance may be an appropriate initial choice in selected patients, and the criteria to recommend this approach are detailed. A section is dedicated to the current evidence regarding lobectomy versus total thyroidectomy and the potential pitfalls of each approach, considering the challenges during long-term follow-up. Indications for radioiodine (RAI) therapy are also addressed, along with the benefits and risks associated with this treatment, patient preparation, and dosage. Finally, this statement presents the best follow-up strategies for LRPTC after lobectomy and total thyroidectomy with or without RAI.
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Affiliation(s)
- Laura Sterian Ward
- Laboratório de Genética Molecular do Câncer, Faculdade de Ciências Médicas, Universidade Estadual de Campinas (Unicamp), Campinas, SP, Brasil
| | - Rafael Selbach Scheffel
- Unidade de Tireoide, Hospital de Clínicas de Porto Alegre, Faculdade de Medicina, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
- Departamento de Farmacologia, Instituto de Ciências Básicas da Saúde, Universidade Federal do Rio Grande do Sul, Porto Alegre, RS, Brasil
| | - Ana O Hoff
- Unidade de Oncologia Endócrina, Instituto do Câncer do Estado de São Paulo (Icesp), Universidade de São Paulo (USP), São Paulo, SP, Brasil
| | - Carolina Ferraz
- Divisão de Endocrinologia, Departamento de Medicina, Irmandade da Santa Casa de Misericórdia de São Paulo, São Paulo, SP, Brasil; Faculdade de Ciências Médicas da Santa Casa, São Paulo, SP, Brasil
| | - Fernanda Vaisman
- Serviço de Oncologia Endócrina, Instituto Nacional do Câncer do Rio de Janeiro (Inca), Rio de Janeiro, RJ, Brasil,
- Faculdade de Medicina, Serviço de Endocrinologia, Universidade Federal do Rio de Janeiro, Rio de Janeiro, RJ, Brasil
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Haddad RI, Bischoff L, Ball D, Bernet V, Blomain E, Busaidy NL, Campbell M, Dickson P, Duh QY, Ehya H, Goldner WS, Guo T, Haymart M, Holt S, Hunt JP, Iagaru A, Kandeel F, Lamonica DM, Mandel S, Markovina S, McIver B, Raeburn CD, Rezaee R, Ridge JA, Roth MY, Scheri RP, Shah JP, Sipos JA, Sippel R, Sturgeon C, Wang TN, Wirth LJ, Wong RJ, Yeh M, Cassara CJ, Darlow S. Thyroid Carcinoma, Version 2.2022, NCCN Clinical Practice Guidelines in Oncology. J Natl Compr Canc Netw 2022; 20:925-951. [PMID: 35948029 DOI: 10.6004/jnccn.2022.0040] [Citation(s) in RCA: 213] [Impact Index Per Article: 71.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Differentiated thyroid carcinomas is associated with an excellent prognosis. The treatment of choice for differentiated thyroid carcinoma is surgery, followed by radioactive iodine ablation (iodine-131) in select patients and thyroxine therapy in most patients. Surgery is also the main treatment for medullary thyroid carcinoma, and kinase inhibitors may be appropriate for select patients with recurrent or persistent disease that is not resectable. Anaplastic thyroid carcinoma is almost uniformly lethal, and iodine-131 imaging and radioactive iodine cannot be used. When systemic therapy is indicated, targeted therapy options are preferred. This article describes NCCN recommendations regarding management of medullary thyroid carcinoma and anaplastic thyroid carcinoma, and surgical management of differentiated thyroid carcinoma (papillary, follicular, Hürthle cell carcinoma).
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Affiliation(s)
| | | | - Douglas Ball
- The Sidney Kimmel Comprehensive Cancer Center at Johns Hopkins
| | | | | | | | | | - Paxton Dickson
- St. Jude Children's Research Hospital/The University of Tennessee Health Science Center
| | - Quan-Yang Duh
- UCSF Helen Diller Family Comprehensive Cancer Center
| | | | | | | | | | - Shelby Holt
- UT Southwestern Simmons Comprehensive Cancer Center
| | - Jason P Hunt
- Huntsman Cancer Institute at the University of Utah
| | | | | | | | - Susan Mandel
- Abramson Cancer Center at the University of Pennsylvania
| | - Stephanie Markovina
- Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine
| | | | | | - Rod Rezaee
- Case Comprehensive Cancer Center/University Hospitals Seidman Cancer Center and Cleveland Clinic Taussig Cancer Institute
| | | | - Mara Y Roth
- Fred Hutchinson Cancer Research Center/Seattle Cancer Care Alliance
| | | | | | - Jennifer A Sipos
- The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute
| | | | - Cord Sturgeon
- Robert H. Lurie Comprehensive Cancer Center of Northwestern University
| | | | | | | | - Michael Yeh
- UCLA Jonsson Comprehensive Cancer Center; and
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Wei J, Thwin M, Nickel B, Glover A. Factors That Inform Individual Decision Making Between Active Surveillance, Hemithyroidectomy and Total Thyroidectomy for Low-Risk Thyroid Cancer: A Scoping Review. Thyroid 2022; 32:807-818. [PMID: 35438545 DOI: 10.1089/thy.2021.0646] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
Background: Due to the excellent prognosis and relatively high incidence of small low-risk thyroid cancers, more conservative management strategies such as active surveillance (AS) or hemithyroidectomy (HT) may be preferable to total thyroidectomy (TT) for patients seeking to balance long-term survival rates with the potential adverse effects of overtreatment. The aim of this review was to synthesize key factors or variables that inform patient decision making about treatment for low-risk thyroid cancer, from current primary investigations that presented participants with information facilitating this choice. Methods: Studies were identified from the Medline, Cochrane, and Embase databases up until March 2022. Study characteristics were extracted into a pre-piloted form. Factors were hypothesized to include treatment-related risks and possible outcomes and identified from a review of studies with consensus by discussion. Results: The search identified 444 unique studies: 397 were excluded on review of abstract and title with 47 studies undergoing a full text review and 6 studies identified to be eligible. Four were cross-sectional: one a prospective cohort study and one a mixed-methods study with both a prospective observational and qualitative component. The decisions addressed included: the choice between AS versus surgery (HT and/or TT) and HT versus TT and enrolled participants ranging from healthy volunteers to thyroid cancer patients. Treatment choice was the primary outcome in five studies. Across the studies, participants who were given the option of AS or surgery predominately chose the more conservative pathway, with a range of 70-84%. The major factors represented by information provision in the studies were risk of cancer recurrence or spread, need for hormone replacement therapy, and voice change. Conclusions: A framework of key factors informing patient treatment choice may be derived from current studies involving information provision for low-risk thyroid cancer management. Further research evaluating the efficacy and optimal timing for decision support interventions would help inform the design and clinical use of these tools to promote shared decision making.
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Affiliation(s)
- Jessica Wei
- Endocrine Surgery Unit, Royal North Shore Hospital, Northern Sydney Local Health District and Northern Clinical School, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - May Thwin
- Endocrine Surgery Unit, Royal North Shore Hospital, Northern Sydney Local Health District and Northern Clinical School, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Brooke Nickel
- Wiser Healthcare, Sydney and Sydney Health Literacy Lab, School of Public Health, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - Anthony Glover
- Endocrine Surgery Unit, Royal North Shore Hospital, Northern Sydney Local Health District and Northern Clinical School, Sydney Medical School, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
- The Kinghorn Cancer Centre, Garvan Institute of Medical Research, St. Vincent's Clinical School, Faculty of Medicine, University of New South Wales, Sydney, Australia
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Paluskievicz CM, Chang DR, Blackburn KW, Turner DJ, Munir KM, Mullins CD, Olson JA, Hu Y. Low-Risk Papillary Thyroid Cancer: Treatment De-Escalation and Cost Implications. J Surg Res 2022; 275:273-280. [DOI: 10.1016/j.jss.2022.01.019] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Revised: 10/26/2021] [Accepted: 01/25/2022] [Indexed: 10/18/2022]
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Matsuura D, Yuan A, Harris V, Shaha AR, Tuttle RM, Patel SG, Shah JP, Ganly I. Surgical Management of Low-/Intermediate-Risk Node Negative Thyroid Cancer: A Single-Institution Study Using Propensity Matching Analysis to Compare Thyroid Lobectomy and Total Thyroidectomy. Thyroid 2022; 32:28-36. [PMID: 34861772 PMCID: PMC8792497 DOI: 10.1089/thy.2021.0356] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
Background: The approach for surgical treatment of patients with low-/intermediate-risk T1T2N0/Nx well-differentiated thyroid cancer (WDTC)-total thyroidectomy (TT) versus thyroid lobectomy (TL)-remains a controversial topic. Conducting a randomized controlled trial (RCT) would be the gold standard to address this issue. However, this is challenging due to excellent survival outcomes, and therefore, high number of patients and long-term follow-up would be required. As an alternative to RCT, we have used propensity score (PS) matching to determine if T1T2N0/Nx patients selected to have TL had equivalent outcomes to a similar group treated with TT. Methods: After institutional review board approval, a database of 6259 patients with WDTC treated with primary surgery at our institution between 1985 and 2016 was analyzed to identify patients with T1T2N0/Nx cancers. Of 3756 patients identified, 943 were managed by TL and 2813 by TT. To control for possible confounders and reduce potential bias, we selected age, sex, histology, 131I therapy, American Thyroid Association risk, and American Joint Committee Cancer stage as our PS matching criteria. Subsequently, 918 TL patients were successfully matched with 918 TT patients. The Pearson χ2 test or Fisher's exact test was used to compare categorical covariates, and Student's t-test was used for comparison of continuous variables between the two groups. Disease-specific survival (DSS), overall survival (OS), and recurrence-free survival (RFS) were calculated using the Kaplan-Meier method and compared using the log-rank test. Results: After PS matching, there were no significant differences between TL and TT patients for OS (10-year OS: 92.2% vs. 91.3%, p = 0.9668), DSS (10-year DSS: 100% vs. 99.1%, p = 0.1967), or RFS (10-year RFS: 99.5% vs. 98.3%, p = 0.079). Conclusions: For low-/intermediate-risk patients with intrathyroidal thyroid cancer <4 cm, patients selected for TL have similar survival outcomes to a comparable group treated by TT.
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Affiliation(s)
- Danielli Matsuura
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Avery Yuan
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Victoria Harris
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ashok R. Shaha
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - R. Michael Tuttle
- Department of Medicine, Endocrinology Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Snehal G. Patel
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Jatin P. Shah
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
| | - Ian Ganly
- Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, New York, New York, USA
- Address correspondence to: Ian Ganly, MD, PhD, Department of Surgery, Head and Neck Service, Memorial Sloan Kettering Cancer Center, 1275 York Avenue, New York, NY 10065, USA
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Partial Versus Total Thyroidectomy: What Influences Most Surgeons' Decision? Analysis of a Nationwide Cohort of 375,810 Patients Over 10 Years. Ann Surg 2021; 274:829-835. [PMID: 34353991 DOI: 10.1097/sla.0000000000005134] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
National and international guidelines about thyroid surgery seem to be moving more and more towards less radical surgical procedures but everyday practice does not seem to always align with them. We describe for the first time the role of non-surgical parameters in the surgeon's choice for thyroid surgery. OBJECTIVE To describe thyroid surgery and to identify the factors leading to either a total or a partial thyroidectomy regardless of the severity of the thyroid disease. SUMMARY BACKGROUND DATA National and international guidelines about thyroid surgery seem to be moving more and more towards less radical surgical procedures but everyday practice does not seem to always align with them. METHODS We based this nationwide retrospective cohort study on a national database that compiles discharge abstracts for every admission for thyroidectomy to French acute healthcare facilities (PMSI database 2010 to 2019). RESULTS In this study, 375,810 patients (male: 23%; age = 53 ± 15 y) had a thyroidectomy (partial: 28%) for cancer (17%), hyperthyroidism (16%), non-functioning goiter (64%) or other (3%). We noticed a global trend toward more partial thyroidectomy (p < 0.001) with a significant increase in the proportion of lobectomy in the post-ATA recommendations' period (p < 0.001) as well as in the "French Levothyrox crisis" period, in which we saw an unexpected rise of adverse events notifications associated with the marketing of a new formula of Levothyrox (p < 0.001) amid widespread media coverage. In a multivariate analysis, we also identified that complete resection was more frequently performed in centers with a caseload > 40/y (p < 0.001, OR = 1.48), for obese patients (BMI> 30 kg/m2; p < 0.001, OR = 1.42), and according to the indication of surgery (OR benign = 1, OR cancer = 2.25, OR hyperthyroidism = 4.13). CONCLUSION We describe for the first time the role of non-surgical parameters in the surgeon's choice for thyroid surgery.
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Dong F, Zhou L, Wang S, Mao J, Liu C, Shi W. Clinical Characteristics-Assisted Risk Stratification for Extent of Thyroidectomy in Patients With 1-4 cm Solitary Intrathyroidal Differentiated Thyroid Cancer. Front Endocrinol (Lausanne) 2021; 12:790730. [PMID: 35211090 PMCID: PMC8861194 DOI: 10.3389/fendo.2021.790730] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Accepted: 12/31/2021] [Indexed: 11/22/2022] Open
Abstract
BACKGROUND Differentiated thyroid cancer (DTC) is the most common type of thyroid cancer. The 2015 American Thyroid Association (ATA) guidelines recommend that lobectomy is suitable for solitary intrathyroidal DTC (SI-DTC) of 1-4 cm. However, some SI-DTC patients with other high-risk characteristics still have poor prognosis and require more aggressive surgical methods. This study aimed to explore the clinical characteristics that are important for the identification and treatment of high-risk patients with SI-DTC of 1-4 cm. METHODS The study cohort was obtained from the SEER database, consisting of data between 2004 and 2013. The outcome measures were thyroid carcinoma-specific mortality (CSM) and all-cause mortality (ACM). Patient survival curves were examined using Kaplan-Meier analyses with log-rank tests and Cox proportional hazards regression analyses. Hazard ratios (HRs) were used to show the magnitude of the effect of disease stage on DTC-specific patient mortality. RESULTS The study included 55,947 patients with SI-DTC of 1-4 cm and 4,765 patients with DTC >4 cm. Tumor size, surgical approach, age, sex, race, and radiation exposure were independent risk factors for CSM and ACM. SI-DTC patients with female, age ≤45, and 1 cm< tumor size ≤2 cm were at low risk of CSM [HR = 0.014 (0.002-0.115)] and ACM [HR = 0.115 (0.077-0.171)] when stratified by age, sex, and tumor size. Compared to T3 patients, CSM was not significantly different in male patients, age >45, 2 cm< tumor size ≤3 cm [HR = 0.839 (0.414-1.700)] and male patients, age >45, 1 cm< tumor size ≤2 cm [HR = 0.751 (0.410-1.377)]. Furthermore, compared to T3 patients without extrathyroidal extension (ETE) and lymph node metastasis (LNM), more subgroups of SI-DTC of 1-4 cm had a similar prognosis. In addition, patients with SI-DTC of 1-4 cm showed similar rates of CSM and ACM to T3 patients without ETE, LNM, and distant metastasis (DM). Similar results were obtained when we set the age cut-off value as 55 years, according to the 8th edition of AJCC TNM system. CONCLUSIONS Our study demonstrated that sex, age, and tumor size clearly differentiate SI-DTC of 1-4 cm into low-and high-risk categories. Survival rates were significantly lower in subgroups containing old males with larger tumors compared to younger females with small tumors. Total thyroidectomy may be favored in these high-risk subgroup patients.
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Affiliation(s)
- Fang Dong
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Lin Zhou
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Shuntao Wang
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Jinqian Mao
- Department of Vascular Surgery, Union Hospital of Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
| | - Chunping Liu
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Chunping Liu, ; Wei Shi,
| | - Wei Shi
- Department of Breast and Thyroid Surgery, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China
- *Correspondence: Chunping Liu, ; Wei Shi,
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