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1.
Thyroid ; 31(11): 1673-1682, 2021 11.
Article in English | MEDLINE | ID: mdl-34340592

ABSTRACT

Background: Molecular testing (MT) is commonly used to refine cancer probability in thyroid nodules with indeterminate cytology. Whether or not ultrasound (US) patterns and clinical parameters can further inform the risk of thyroid cancer in nodules predicted to be positive or negative by MT remains unknown. The aim of this study was to test if clinical parameters, including patient age, sex, nodule size (by US), Bethesda category (III, IV, V), US pattern (American Thyroid Association [ATA] vs. American College of Radiology Thyroid Image Reporting and Data System [TI-RADS] systems), radiation exposure, or family history of thyroid cancer can modify the probability of thyroid cancer or noninvasive follicular thyroid neoplasm with papillary-like nuclear features (NIFTP) predicted by MT. Methods: We studied 257 thyroid nodules in 232 patients from 10 study centers with indeterminate fine needle aspiration cytology and informative MT results using the ThyroSeq v3 genomic classifier (TSv3). Univariate and multivariate logistic regression was used for data analysis. Results: The presence of cancer/NIFTP was associated with positive TSv3 results (odds ratio 61.39, p < 0.0001). On univariate regression, patient sex, age, and Bethesda category were associated with cancer/NIFTP probability (p < 0.05 for each). Although ATA (p = 0.1211) and TI-RADS (p = 0.1359) US categories demonstrated positive trends, neither was significantly associated with cancer/NIFTP probability. A multivariate regression model incorporating the four most informative non-MT covariates (sex, age, Bethesda category, and ATA US pattern; Model No. 1) yielded a C index of 0.653; R2 = 0.108. When TSv3 was added to Model number 1, the C index increased to 0.888; R2 = 0.572. However, age (p = 0.341), Bethesda category (p = 0.272), and ATA US pattern (p = 0.264) were nonsignificant, and other than TSv3 (p < 0.0001), male sex was the only non-MT parameter that potentially contributed to cancer/NIFTP risk (p = 0.095). The simplest and most efficient clinical model (No. 3) incorporated TSv3 and sex (C index = 0.889; R2 = 0.588). Conclusions: In this multicenter study of thyroid nodules with indeterminate cytology and MT, neither the ATA nor TI-RADS US scoring systems further informed the risk of cancer/NIFTP beyond that predicted by TSv3. Although age and Bethesda category were associated with cancer/NIFTP probability on univariate analysis, in sequential nomograms they provided limited incremental value above the high predictive ability of TSv3. Patient sex may contribute to cancer/NIFTP risk in thyroid nodules with indeterminate cytology.


Subject(s)
Cytodiagnosis , Molecular Diagnostic Techniques , Thyroid Neoplasms/diagnostic imaging , Thyroid Nodule/diagnostic imaging , Ultrasonography/methods , Adolescent , Adult , Aged , Aged, 80 and over , Biopsy, Fine-Needle , Female , Humans , Male , Middle Aged , Neoplasm Staging , Probability , Thyroid Neoplasms/pathology , Thyroid Nodule/pathology
2.
JAMA Oncol ; 5(2): 204-212, 2019 02 01.
Article in English | MEDLINE | ID: mdl-30419129

ABSTRACT

Importance: Approximately 20% of fine-needle aspirations (FNA) of thyroid nodules have indeterminate cytology, most frequently Bethesda category III or IV. Diagnostic surgeries can be avoided for these patients if the nodules are reliably diagnosed as benign without surgery. Objective: To determine the diagnostic accuracy of a multigene classifier (GC) test (ThyroSeq v3) for cytologically indeterminate thyroid nodules. Design, Setting, and Participants: Prospective, blinded cohort study conducted at 10 medical centers, with 782 patients with 1013 nodules enrolled. Eligibility criteria were met in 256 patients with 286 nodules; central pathology review was performed on 274 nodules. Interventions: A total of 286 FNA samples from thyroid nodules underwent molecular analysis using the multigene GC (ThyroSeq v3). Main Outcomes and Measures: The primary outcome was diagnostic accuracy of the test for thyroid nodules with Bethesda III and IV cytology. The secondary outcome was prediction of cancer by specific genetic alterations in Bethesda III to V nodules. Results: Of the 286 cytologically indeterminate nodules, 206 (72%) were benign, 69 (24%) malignant, and 11 (4%) noninvasive follicular thyroid neoplasms with papillary-like nuclei (NIFTP). A total of 257 (90%) nodules (154 Bethesda III, 93 Bethesda IV, and 10 Bethesda V) had informative GC analysis, with 61% classified as negative and 39% as positive. In Bethesda III and IV nodules combined, the test demonstrated a 94% (95% CI, 86%-98%) sensitivity and 82% (95% CI, 75%-87%) specificity. With a cancer/NIFTP prevalence of 28%, the negative predictive value (NPV) was 97% (95% CI, 93%-99%) and the positive predictive value (PPV) was 66% (95% CI, 56%-75%). The observed 3% false-negative rate was similar to that of benign cytology, and the missed cancers were all low-risk tumors. Among nodules testing positive, specific groups of genetic alterations had cancer probabilities varying from 59% to 100%. Conclusions and Relevance: In this prospective, blinded, multicenter study, the multigene GC test demonstrated a high sensitivity/NPV and reasonably high specificity/PPV, which may obviate diagnostic surgery in up to 61% of patients with Bethesda III to IV indeterminate nodules, and up to 82% of all benign nodules with indeterminate cytology. Information on specific genetic alterations obtained from FNA may help inform individualized treatment of patients with a positive test result.


Subject(s)
Biomarkers, Tumor/genetics , Gene Expression Profiling , Thyroid Neoplasms/genetics , Thyroid Nodule/genetics , Transcriptome , Adolescent , Adult , Aged , Aged, 80 and over , Biopsy, Fine-Needle , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Reproducibility of Results , Singapore , Thyroid Neoplasms/pathology , Thyroid Nodule/pathology , United States , Young Adult
4.
J Am Soc Hypertens ; 5(4): 208-29, 2011.
Article in English | MEDLINE | ID: mdl-21771564

ABSTRACT

The New York State Medicaid Prescriber Education Program (PEP) is a partnership between the Department of Health and state academic institutions that provides prescribers with an evidence-based, noncommercial source of the latest objective information about pharmaceuticals. This article, detailing treatment of uncomplicated hypertension in diverse populations, represents one of the first large-scale PEP initiatives. The main risk factors for hypertension are age and obesity. Disparities in hypertension risk and outcomes among diverse populations are now believed to be more a function of personal habits, socioeconomic status and psychosocial factors rather than race, ethnicity, or genetics. Blood pressure is controllable in most patients, and all patients should be treated according to best practices. Lifestyle modification, especially diet and exercise, should be encouraged, but most patients will require more than one antihypertensive medication to control blood pressure. Combination therapy with an angiotensin-converting enzyme inhibitor or angiotensin receptor blocker plus thiazide-type diuretic or dihydropyridine calcium channel blocker is largely universal in efficacy. Improved provider-patient partnership and communication is important to blood pressure lowering success, and cultural sensitivity should be taken into account where applicable.


Subject(s)
Hypertension/ethnology , Hypertension/therapy , Alcohol Drinking , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors/administration & dosage , Cardiovascular Diseases/ethnology , Communication , Diet , Exercise , Humans , Hypertension/epidemiology , Life Style , Medicaid , New York , Physician-Patient Relations , Risk Factors , Smoking/epidemiology , Socioeconomic Factors , Sodium, Dietary/administration & dosage , United States , Weight Loss
5.
IUBMB Life ; 55(12): 637-41, 2003 Dec.
Article in English | MEDLINE | ID: mdl-14768999

ABSTRACT

Cases of thyroid cancer among children in Belarus represent a unique model system in which the cause of the cancer is known--radiation. Although other sources of radiation-induced cancers are diminishing (survivors of Hiroshima and Nagasaki, and individuals exposed to diagnostic or therapeutic radiation) fears of radiation exposure from accidents and terrorism are increasing. Our analysis of current data reveals that Chernobyl-related cancer cases might have a specific pattern of genetic aberrations. These data strongly confirm the hypothesis that radiation-induced cancers might arise as a result of specific gene aberrations that are distinct from those in sporadic cancers, suggesting that methods of prevention and treatment of radiation-induced cancers might require a different approach. Understanding of the molecular mechanisms of Chernobyl-related papillary thyroid carcinomas will help to identify mechanisms by which radiation causes aberrations and oncogenic cell transformation. Thus, in turn, it will be important in the development of new treatments or technologies to minimize the effects of radiation damage from nuclear accidents or nuclear attacks.


Subject(s)
Chromosome Aberrations/radiation effects , Neoplasms, Radiation-Induced , Nuclear Warfare , Radioactive Hazard Release , Thyroid Neoplasms/etiology , Adolescent , Adult , Air Pollution, Radioactive , Child , Humans , Mutation/radiation effects , Neoplasms, Radiation-Induced/diagnosis , Neoplasms, Radiation-Induced/epidemiology , Neoplasms, Radiation-Induced/genetics , Radioactive Fallout , Republic of Belarus/epidemiology , Thyroid Neoplasms/diagnosis , Thyroid Neoplasms/epidemiology , Thyroid Neoplasms/genetics , Ukraine
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