
, Min Kyoung Lee2*
, Tae-Jung Kim3
, Dong-Jun Lim1
, Ki-Hyun Baek1
1Division of Endocrinology and Metabolism, Department of Internal Medicine, College of Medicine, The Catholic University of Korea, Seoul, Korea
2Department of Radiology, College of Medicine, The Catholic University of Korea, Seoul, Korea
3Department of Hospital Pathology, College of Medicine, The Catholic University of Korea, Seoul, Korea
Copyright © 2026 Korean Endocrine Society
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (https://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICTS OF INTEREST
No potential conflict of interest relevant to this article was reported.
ACKNOWLEDGMENTS
This research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF) funded by the Ministry of Education (RS-2023-00245534). A part of this study was presented at the 12th Seoul International Congress of Endocrinology and Metabolism in Seoul, Korea, and the 46th annual meeting of the European Thyroid Association in Athens, Greece.
AUTHOR CONTRIBUTIONS
Conception or design: J.K., K.H.B. Acquisition, analysis, or interpretation of data: J.K., M.K.L., T.J.K., K.H.B. Drafting the work or revising: J.K., D.J.L. Final approval of the manuscript: J.K., M.K.L., T.J.K., D.J.L., K.H.B.
| Variable | Subgroup | Univariable | Multivariable | ||
|---|---|---|---|---|---|
| OR (95% CI) | P value | OR (95% CI) | P value | ||
| Age <50 yearsa | Stable | ||||
| Slow | 1.67 (0.35–3.91) | 0.803 | 0.82 (0.19–3.44) | 0.782 | |
| Rapid | 0.60 (0.19–1.88) | 0.380 | 0.66 (0.17–2.51) | 0.542 | |
| Male sex | Stable | ||||
| Slow | 1.21 (0.33–4.54) | 0.772 | 0.90 (0.21–3.91) | 0.888 | |
| Rapid | 0.63 (0.16–2.53) | 0.515 | 0.29 (0.06–1.40) | 0.123 | |
| Tumor size ≥0.7 cm | Stable | ||||
| Slow | 0.23 (0.03–1.91) | 0.172 | 0.14 (0.01–1.43) | 0.098 | |
| Rapid | 0.63 (0.16–2.53) | 0.515 | 0.26 (0.05–1.42) | 0.121 | |
| Ill-defined margin | Stable | ||||
| Slow | 1.50 (0.29–7.70) | 0.627 | 0.74 (0.11–4.91) | 0.754 | |
| Rapid | 0.82 (0.22–3.00) | 0.762 | 0.97 (0.20–4.70) | 0.969 | |
| Nonparallel orientation | Stable | ||||
| Slow | 1.45 (0.43–4.86) | 0.550 | 1.54 (0.42–5.64) | 0.516 | |
| Rapid | 0.56 (0.17–1.84) | 0.341 | 0.52 (0.15–1.88) | 0.321 | |
| Microcalcificationb | Stable | ||||
| Slow | 3.50 (1.01–12.18) | 0.049 | 5.12 (1.22–2141) | 0.025 | |
| Rapid | 2.33 (0.73–7.43) | 0.152 | 3.73 (0.87–16.05) | 0.077 | |
| BRAF mutation positive | Stable | ||||
| Slow | 0.72 (0.21–2.48) | 0.604 | 0.81 (0.19–3.35) | 0.766 | |
| Rapid | 3.46 (0.99–12.05) | 0.051 | 4.48 (1.08–18.51) | 0.038 | |
Multinomial logistic regression analysis was performed to evaluate factors associated with tumor progression. Tumor progression groups were classified based on tumor volume doubling time: rapid (<5 years), slow (5–10 years), and stable (>10 years), with the stable group used as the reference category. Multivariable analysis was adjusted for age, sex, tumor size, ill-defined margin, nonparallel orientation, microcalcification, and BRAF mutation. OR, odds ratio; CI, confidence interval.
a Interaction analyses stratified by growth outcome categories showed no statistically significant effect modification by age (P=0.384 and P=0.773);
b In multivariable binary logistic regression analysis, microcalcification was associated with increased odds of slow- or rapid-growing disease versus stable disease after adjustment for age (≥50 years), sex, tumor size (≥0.7 cm), ill-defined margin, nonparallel orientation, and BRAF mutation (odds ratio, 4.34, 95% CI 1.41–13.35; P=0.010).
| Variable | Total (n=85) | BRAF (+) (n=43) | BRAF (−) (n=42) | P value |
|---|---|---|---|---|
| Age, yr | 49 (42–58) | 45 (40–54) | 53 (43–62) | 0.014 |
| <50 years | 44 (52) | 29 (67) | 15 (36) | 0.002 |
| Female sex | 63 (74) | 29 (67) | 34 (81) | 0.240 |
| TSH, mIU/L | 1.77 (1.06–2.57) | 1.90 (1.14–2.78) | 1.66 (1.02–2.48) | 0.312 |
| Size, mm | 5.3 (4.5–6.7) | 5.6 (4.6–7.1) | 5.3 (4.5–6.3) | 0.251 |
| ≥0.7 cm | 19 (22) | 12 (28) | 7 (17) | 0.280 |
| Sonographic characteristics | ||||
| Ill-defined margin | 67 (79) | 30 (70) | 37 (88) | 0.072 |
| Nonparallel orientation | 37 (44) | 18 (42) | 19 (45) | 0.924 |
| Echogenic foci | ||||
| Macrocalcification | 18 (21) | 10 (23) | 8 (19) | 0.834 |
| Microcalcification | 29 (34) | 15 (35) | 14 (33) | 1.000 |
| Tumor progression | 0.083 | |||
| Stable | 56 (66) | 26 (60) | 30 (71) | |
| Slow-growing | 13 (15) | 5 (12) | 8 (19) | |
| Rapid-growing | 16 (19) | 12 (28) | 4 (10) | |
| Variable | Stable (n=56) | Slow-growing (n=13) | Rapid-growing (n=16) | P value |
|---|---|---|---|---|
| Age, yr | 50 (42–61) | 50 (42–57) | 45 (41–53) | 0.547 |
| Female sex | 41 (73) | 9 (69) | 13 (81) | 0.737 |
| Tumor size, mm | 5.4 (4.7–7.0) | 4.8 (4.1–5.6) | 5.0 (4.4–6.3) | 0.072 |
| BRAF mutation | 26 (46) | 5 (38) | 12 (75) | 0.083 |
| Variable | Subgroup | Univariable | Multivariable | ||
|---|---|---|---|---|---|
| OR (95% CI) | P value | OR (95% CI) | P value | ||
| Age <50 years |
Stable | ||||
| Slow | 1.67 (0.35–3.91) | 0.803 | 0.82 (0.19–3.44) | 0.782 | |
| Rapid | 0.60 (0.19–1.88) | 0.380 | 0.66 (0.17–2.51) | 0.542 | |
| Male sex | Stable | ||||
| Slow | 1.21 (0.33–4.54) | 0.772 | 0.90 (0.21–3.91) | 0.888 | |
| Rapid | 0.63 (0.16–2.53) | 0.515 | 0.29 (0.06–1.40) | 0.123 | |
| Tumor size ≥0.7 cm | Stable | ||||
| Slow | 0.23 (0.03–1.91) | 0.172 | 0.14 (0.01–1.43) | 0.098 | |
| Rapid | 0.63 (0.16–2.53) | 0.515 | 0.26 (0.05–1.42) | 0.121 | |
| Ill-defined margin | Stable | ||||
| Slow | 1.50 (0.29–7.70) | 0.627 | 0.74 (0.11–4.91) | 0.754 | |
| Rapid | 0.82 (0.22–3.00) | 0.762 | 0.97 (0.20–4.70) | 0.969 | |
| Nonparallel orientation | Stable | ||||
| Slow | 1.45 (0.43–4.86) | 0.550 | 1.54 (0.42–5.64) | 0.516 | |
| Rapid | 0.56 (0.17–1.84) | 0.341 | 0.52 (0.15–1.88) | 0.321 | |
| Microcalcification |
Stable | ||||
| Slow | 3.50 (1.01–12.18) | 0.049 | 5.12 (1.22–2141) | 0.025 | |
| Rapid | 2.33 (0.73–7.43) | 0.152 | 3.73 (0.87–16.05) | 0.077 | |
| BRAF mutation positive | Stable | ||||
| Slow | 0.72 (0.21–2.48) | 0.604 | 0.81 (0.19–3.35) | 0.766 | |
| Rapid | 3.46 (0.99–12.05) | 0.051 | 4.48 (1.08–18.51) | 0.038 | |
Values are expressed as median (interquartile range) or number (%). Tumor progression groups were classified based on tumor volume doubling time: rapid (<5 years), slow (5–10 years), and stable (>10 years). TSH, thyroid stimulating hormone.
Values are expressed as median (interquartile range) or number (%). Tumor progression groups were classified based on tumor volume doubling time: rapid (<5 years), slow (5–10 years), and stable (>10 years).
Multinomial logistic regression analysis was performed to evaluate factors associated with tumor progression. Tumor progression groups were classified based on tumor volume doubling time: rapid (<5 years), slow (5–10 years), and stable (>10 years), with the stable group used as the reference category. Multivariable analysis was adjusted for age, sex, tumor size, ill-defined margin, nonparallel orientation, microcalcification, and BRAF mutation. OR, odds ratio; CI, confidence interval. Interaction analyses stratified by growth outcome categories showed no statistically significant effect modification by age ( In multivariable binary logistic regression analysis, microcalcification was associated with increased odds of slow- or rapid-growing disease versus stable disease after adjustment for age (≥50 years), sex, tumor size (≥0.7 cm), ill-defined margin, nonparallel orientation, and BRAF mutation (odds ratio, 4.34, 95% CI 1.41–13.35;