Abstract
Background
Gene-expression classifiers (GEC) and genetic mutation panels (GMP) have been shown to improve preoperative diagnostic evaluations of indeterminate thyroid nodules. Despite the improvement, uncertainty regarding the proper management exists. Patient preferences may better inform the management of these indeterminate thyroid nodules.
Methods
Hypothetical scenarios were administered to two groups of patients: those with previous FNA-confirmed indeterminate thyroid nodules (Group A, n = 50) and those presenting to a general otolaryngology clinic for other reasons (Group B, n = 50). We evaluated patient preferences for surgery, observation and the use of molecular tests while varying the risk of malignancy, cost and diagnostic properties of the tests.
Results
The mean threshold for choosing surgery over observation was a 38.6% risk of malignancy on FNA. When offered either GEC, GMP or both (with their inherent imperfect diagnostic properties) in addition to the indeterminate FNA, 85.0% of respondents picked at least one of the molecular tests over either observation or surgery if the test(s) were free of charge. However, only 51.7% of respondents chose at least one of the tests when asked to pay the current cost of the test(s) (p < 0.001). On multivariable analysis, sex, the presence of an indeterminate FNA diagnosis and income level significantly predicted the desire to proceed with a molecular test above standard management.
Conclusion
Patient preferences for thyroid nodule management are dependent on the risk of malignancy, prognosis of cancer and costs. Patients prefer molecular tests over standard management with indeterminate thyroid nodules, but the costs of the test(s) reduce the desire.
Similar content being viewed by others
Abbreviations
- FNA:
-
Fine needle biopsy
- GEC:
-
Genetic-expression classifiers
- GMP:
-
Genetic mutation panels
References
Cooper DS, Doherty GM, Haugen BR et al (2009) Revised American Thyroid Association management guidelines for patients with thyroid nodules and differentiated thyroid cancer. Thyroid 19:1167–1214
Davies L, Ouellette M, Hunter M, Welch HG (2010) The increasing incidence of small thyroid cancers: Where are the cases coming from? Laryngoscope 120:2446–2451
Sosa JA, Hanna JW, Robinson KA, Lanman RB (2013) Increases in thyroid nodule fine-needle aspirations, operations, and diagnoses of thyroid cancer in the United States. Surgery 154:1420–1427
Smith-Bindman R, Lebda P, Feldstein VA et al (2013) Risk of thyroid cancer based on thyroid ultrasound imaging characteristics: results of a population-based study. JAMA Intern Med 173:1788–1796
Alexander EK (2008) Approach to the patient with a cytologically indeterminate thyroid nodule. J Clin Endocrinol Metab 93:4175–4182
Cibas ES, Ali SZ (2009) The Bethesda system for reporting thyroid cytopathology. Am J Clin Pathol 132:658–665
Wang C-CC, Friedman L, Kennedy GC et al (2011) A large multicenter correlation study of thyroid nodule cytopathology and histopathology. Thyroid 21:243–251
Paschke R, Hegedüs L, Alexander E et al (2011) Thyroid nodule guidelines: agreement, disagreement and need for future research. Nat Rev Endocrinol 7:354–361
Nikiforov YE, Ohori NP, Hodak SP et al (2011) Impact of mutational testing on the diagnosis and management of patients with cytologically indeterminate thyroid nodules: a prospective analysis of 1056 FNA samples. J Clin Endocrinol Metab 96:3390–3397
Alexander EK, Kennedy GC, Baloch ZW et al (2012) Preoperative diagnosis of benign thyroid nodules with indeterminate cytology. N Engl J Med 367:705–715
O’Connor AM (2007) Using decision aids to help patients navigate the “grey zone” of medical decision-making. CMAJ 176:1597–1598
Stiggelbout AM, Weijden TVD, Wit MPTD et al (2012) Shared decision making: really putting patients at the centre of healthcare. BMJ 256:1–6
Krahn M, Naglie G (2008) The next step in guideline development. JAMA 300:436–438
Andrews J, Guyatt G, Oxman AD et al (2013) GRADE guidelines: 14. Going from evidence to recommendations: the significance and presentation of recommendations. J Clin Epidemiol 66:719–725
Woolf S, Schünemann HJ, Eccles MP et al (2012) Developing clinical practice guidelines: types of evidence and outcomes; values and economics, synthesis, grading, and presentation and deriving recommendations. Implement Sci 7:61
Schünemann HJ, Fretheim A, Oxman AD (2006) Improving the use of research evidence in guideline development: 10. Integrating values and consumer involvement. Health Res Policy Syst 4:22
Gil Z, Abergel A, Spektor S et al (2004) Patient, caregiver, and surgeon perceptions of quality of life following anterior skull base surgery. Arch Otolaryngol Head Neck Surg 130:1276–1281
Llewellyn-Thomas HA, Williams JI, Levy L, Naylor CD (1996) Using a trade-off technique to assess patients’ treatment preferences for benign prostatic hyperplasia. Med Decis Making 16:262–282
Man-Son-Hing M, Laupacis A, O’Connor AM et al (2000) Patient preference-based treatment thresholds and recommendations: a comparison of decision-analytic modeling with the probability-tradeoff technique. Med Decis Making 20:394–403
Yu X-M, Wan Y, Sippel RS, Chen H (2011) Should all papillary thyroid microcarcinomas be aggressively treated? Ann Surg 254:653–660
Hay ID, Gonzalez-Losada T, Reinalda MS et al (2010) Long-term outcome in 215 children and adolescents with papillary thyroid cancer treated during 1940 through 2008. World J Surg 34:1192–1202
Hundahl SA, Fleming ID, Fremgen AM, Menck HR (1998) A National Cancer Data Base report on 53,856 cases of thyroid carcinoma treated in the U.S., 1985–1995. Cancer 83:2638–2648
Lee L, How J, Tabah RJ, Mitmaker EJ (2014) Cost-effectiveness of molecular testing for thyroid nodules with atypia of undetermined significance cytology. J Clin Endocrinol Metab 99:2674–2682
Hosmer D, Lemeshow S, Sturdivant RX (2013) Model‐building strategies and methods for logistic regression. In: Applied Logistic Regression, 3rd edn. Wiley, Horden, pp 89–151
Bursac Z, Gauss CH, Williams DK, Hosmer DW (2008) Purposeful selection of variables in logistic regression. Source Code Biol Med 3:17
Charles C, Gafni A, Whelan T (1999) Decision-making in the physician-patient encounter: revisiting the shared treatment decision-making model. Soc Sci Med 49:651–661
Brock DW, Wartman SA (1990) When competent patients make irrational choices. N Engl J Med 322:1595–1599
Li H, Robinson KA, Anton B et al (2011) Cost-effectiveness of a novel molecular test for cytologically indeterminate thyroid nodules. J Clin Endocrinol Metab 96:1719–1726
Yip L, Farris C, Kabaker AS et al (2012) Cost impact of molecular testing for indeterminate thyroid nodule fine-needle aspiration biopsies. J Clin Endocrinol Metab 97:1905–1912
Duick DS, Klopper JP, Diggans JC et al (2012) The impact of benign gene expression classifier test results on the endocrinologist-patient decision to operate on patients with thyroid nodules with indeterminate fine-needle aspiration cytopathology. Thyroid 22:996–1001
Author contributions
DJL, JJX, DHB, RWG, PJG, JCI, LER, DPG and JRA were involved in study concept and design and critically revised the manuscript for important intellectual content; DJL and JJX were involved in acquisition of data and provided administrative, technical or material support; DJL and JRA analyzed and interpreted the data; DJL involved in statistical analysis; JRA supervised the study; all authors have given their agreement for this study.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
The authors report no conflicts of interest for this work.
Ethics approval
Ethics approval was obtained from the University Health Network Research Ethics Board.
Additional information
Availability of data and materials Dr. John R. de Almeida and Mr. Daniel J. Lee had full access to all of the data in the study and take full responsibility for the integrity of the data and the accuracy of data analysis.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Lee, D.J., Xu, J.J., Brown, D.H. et al. Determining Patient Preferences for Indeterminate Thyroid Nodules: Observation, Surgery or Molecular Tests. World J Surg 41, 1513–1520 (2017). https://doi.org/10.1007/s00268-017-3887-9
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00268-017-3887-9