| Literature DB >> 36078905 |
Yu Heng1, Zheyu Yang2, Pengyu Cao1, Xi Cheng2, Lei Tao1.
Abstract
OBJECTIVE: To quantitatively predict the probability of lateral lymph node metastasis (LLNM) for papillary thyroid carcinomas (PTC) patients with central lymph node metastasis (CLNM) in order to guide postoperative adjuvant treatment.Entities:
Keywords: central lymph node metastasis; lateral lymph node metastasis; maximum tumor diameter; papillary thyroid microcarcinoma; risk stratification
Year: 2022 PMID: 36078905 PMCID: PMC9456507 DOI: 10.3390/jcm11174975
Source DB: PubMed Journal: J Clin Med ISSN: 2077-0383 Impact factor: 4.964
Figure 1Flow diagram of case selection steps and follow-up information for patients enrolled. CLNM, central lymph node metastases; LLNM, lateral lymph node metastases; PTMC, papillary thyroid microcarcinoma; LPTC, large papillary thyroid carcinoma; CLND, central lymph node dissection; LLND, lateral lymph node dissection.
The clinicopathological characteristics of patients with different tumor size.
| All Patients | PTMC | LPTC | |||||
|---|---|---|---|---|---|---|---|
| % | % | % | |||||
| Age (mean ± SD) | 39.77 ± 11.83 | 40.32 ± 11.72 | 39.03 ± 11.97 | 0.228 | |||
| BMI (mean ± SD) | 23.91 ± 4.07 | 23.76 ± 4.09 | 24.12 ± 4.05 | 0.334 | |||
| Maximum tumor diameter (mean ± SD) | 1.08 ± 0.80 | 0.59 ± 0.19 | 1.74 ± 0.85 | 0.000 | |||
| Gender | 0.519 | ||||||
| Male | 217 | 43.1 | 122 | 41.9 | 95 | 44.8 | |
| Female | 286 | 56.9 | 169 | 58.1 | 117 | 55.2 | |
| History of smoking | 0.026 | ||||||
| No | 458 | 91.1 | 272 | 93.5 | 186 | 87.7 | |
| Yes | 45 | 8.9 | 19 | 6.5 | 26 | 12.3 | |
| History of alcoholism | 0.598 | ||||||
| No | 464 | 92.2 | 270 | 92.8 | 194 | 91.5 | |
| Yes | 39 | 7.8 | 21 | 7.2 | 18 | 8.5 | |
| History of hypertension | 0.660 | ||||||
| No | 418 | 83.1 | 240 | 82.5 | 178 | 84.0 | |
| Yes | 85 | 16.9 | 51 | 17.5 | 34 | 16.0 | |
| History of diabetes | 0.895 | ||||||
| No | 480 | 95.4 | 278 | 95.5 | 202 | 95.3 | |
| Yes | 23 | 4.6 | 13 | 4.5 | 10 | 4.7 | |
| Thyroid capsular invasion | 0.000 | ||||||
| No | 213 | 42.3 | 149 | 51.2 | 64 | 30.2 | |
| Yes | 290 | 57.7 | 142 | 48.8 | 148 | 69.8 | |
| Bilateral disease | 0.055 | ||||||
| Absent | 371 | 73.8 | 224 | 77.0 | 147 | 69.3 | |
| Present | 132 | 26.2 | 67 | 23.0 | 65 | 30.7 | |
| Multifocality | 0.880 | ||||||
| Absent | 278 | 55.3 | 160 | 55.0 | 118 | 55.7 | |
| Present | 225 | 44.7 | 131 | 45.0 | 94 | 44.3 | |
| Tumor location | 0.403 | ||||||
| Upper portion | 135 | 26.8 | 74 | 25.4 | 61 | 28.8 | |
| Middle/Lower portion | 368 | 73.2 | 217 | 74.6 | 151 | 71.2 | |
| Number of positive CLN | 0.000 | ||||||
| 1–2 | 256 | 50.9 | 171 | 58.8 | 85 | 40.1 | |
| 3–4 | 117 | 23.3 | 66 | 22.7 | 51 | 24.1 | |
| ≥5 | 130 | 25.8 | 54 | 18.6 | 76 | 35.8 | |
| Maximum diameter of positive CLN | 0.000 | ||||||
| <1.0 cm | 389 | 77.3 | 245 | 84.2 | 144 | 67.9 | |
| ≥1.0 cm | 114 | 22.7 | 46 | 15.8 | 68 | 32.1 | |
| PTC with ipsilateral Hashimoto thyroiditis | 0.483 | ||||||
| No | 408 | 81.1 | 233 | 80.1 | 175 | 82.5 | |
| Yes | 95 | 18.9 | 58 | 19.9 | 37 | 17.5 | |
| PTC with ipsilateral nodular goiter | 0.527 | ||||||
| No | 354 | 70.4 | 208 | 71.5 | 146 | 68.9 | |
| Yes | 149 | 29.6 | 83 | 28.5 | 66 | 31.1 | |
| LLN involvement | 0.000 | ||||||
| No | 383 | 76.1 | 246 | 84.5 | 137 | 64.6 | |
| Yes | 120 | 23.9 | 45 | 15.5 | 75 | 35.4 | |
PTMC, papillary thyroid microcarcinoma; LPTC, large papillary thyroid carcinoma; CLN, central lymph nodes; LLN, lateral lymph nodes.
Comparisons between patients with and without LLNM in PTMC and LPTC patient groups.
| All Patients ( | PTMC ( | LPTC ( | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Non-LLNM | LLNM | Non-LLNM | LLNM | Non-LLNM | LLNM | ||||
| Age (mean ± SD) | 40.41 ± 11.89 | 37.75 ± 11.47 | 0.032 | 40.63 ± 11.87 | 38.58 ± 10.83 | 0.280 | 40.00 ± 11.95 | 37.25 ± 11.87 | 0.110 |
| BMI (mean ± SD) | 23.96 ± 4.16 | 23.76 ± 3.82 | 0.644 | 23.78 ± 4.16 | 23.68 ± 3.74 | 0.888 | 24.29 ± 4.14 | 23.81 ± 3.89 | 0.413 |
| Maximum tumor diameter (mean ± SD) | 0.94 ± 0.62 | 1.50 ± 1.11 | 0.000 | 0.59 ± 0.19 | 0.62 ± 0.21 | 0.435 | 1.58 ± 0.62 | 2.03 ± 1.09 | 0.000 |
| Gender | 0.051 | 0.174 | 0.205 | ||||||
| Male | 156 (40.7) | 61 (50.8) | 99 (40.2) | 22 (48.9) | 57 (41.6) | 38 (50.7) | |||
| Female | 227 (59.3) | 59 (49.2) | 147 (59.8) | 23 (51.1) | 80 (58.4) | 37 (49.3) | |||
| History of smoking | 0.118 | 0.176 | 0.725 | ||||||
| No | 353 (92.2) | 105 (87.5) | 232 (94.3) | 40 (88.9) | 121 (88.3) | 65 (86.7) | |||
| Yes | 30 (7.8) | 15 (12.5) | 14 (5.7) | 5 (11.1) | 16 (11.7) | 10 (13.3) | |||
| History of alcoholism | 0.507 | 0.887 | 0.400 | ||||||
| No | 355 (92.7) | 109 (90.8) | 228 (92.7) | 42 (93.3) | 127 (92.7) | 67 (89.3) | |||
| Yes | 28 (7.3) | 11 (9.2) | 18 (7.3) | 3 (6.7) | 10 (7.3) | 8 (10.7) | |||
| History of hypertension | 0.042 | 0.421 | 0.049 | ||||||
| No | 311 (81.2) | 107 (89.2) | 201 (81.7) | 39 (86.7) | 110 (80.3) | 68 (90.7) | |||
| Yes | 72 (18.8) | 13 (10.8) | 45 (18.3) | 6 (13.3) | 27 (19.7) | 7 (9.3) | |||
| History of diabetes | 0.807 | 0.428 | 0.754 | ||||||
| No | 365 (95.3) | 115 (95.8) | 234 (95.1) | 44 (97.8) | 131 (95.6) | 71 (94.7) | |||
| Yes | 18 (4.7) | 5 (4.2) | 12 (4.9) | 1 (2.2) | 6 (4.4) | 4 (5.3) | |||
| Thyroid capsular invasion | 0.001 | 0.190 | 0.038 | ||||||
| No | 178 (46.5) | 85 (70.8) | 130 (52.8) | 19 (42.2) | 48 (35.0) | 16 (21.3) | |||
| Yes | 205 (53.5) | 35 (29.2) | 116 (47.2) | 26 (57.8) | 89 (65.0) | 59 (78.7) | |||
| Bilateral disease | 0.012 | 0.030 | 0.349 | ||||||
| Absent | 293 (76.5) | 78 (65.0) | 195 (79.3) | 29 (64.4) | 98 (71.5) | 49 (65.3) | |||
| Present | 90 (23.5) | 42 (35.0) | 51 (20.7) | 16 (35.6) | 39 (28.5) | 26 (34.7) | |||
| Multifocality | 0.017 | 0.000 | 0.717 | ||||||
| Absent | 223 (58.2) | 55 (45.8) | 148 (60.2) | 12 (26.7) | 75 (54.7) | 43 (57.3) | |||
| Present | 160 (41.8) | 65 (54.2) | 98 (39.8) | 33 (73.3) | 62 (45.3) | 32 (42.7) | |||
| Tumor location | 0.038 | 0.836 | 0.019 | ||||||
| Upper portion | 94 (24.5) | 41 (34.2) | 62 (25.2) | 12 (26.7) | 105 (76.6) | 46 (61.3) | |||
| Middle/Lower portion | 289 (75.5) | 79 (65.8) | 184 (74.8) | 33 (73.3) | 32 (23.4) | 29 (38.7) | |||
| Number of positive CLN | 0.000 | 0.000 | 0.000 | ||||||
| 1–2 | 220 (57.4) | 36 (30.0) | 156 (63.4) | 15 (33.3) | 64 (46.7) | 21 (28.0) | |||
| 3–4 | 92 (24.0) | 25 (20.8) | 55 (22.4) | 11 (24.4) | 37 (27.0) | 14 (18.7) | |||
| ≥5 | 71 (18.5) | 59 (49.2) | 35 (14.2) | 19 (42.2) | 36 (26.3) | 40 (53.3) | |||
| Maximum diameter of positive CLN | 0.000 | 0.000 | 0.000 | ||||||
| <1.0 cm | 353 (92.2) | 36 (30.0) | 234 (95.1) | 11 (24.4) | 119 (86.9) | 25 (33.3) | |||
| ≥1.0 cm | 30 (7.8) | 84 (70.0) | 12 (4.9) | 34 (75.6) | 18 (13.1) | 50 (66.7) | |||
| PTC with ipsilateral Hashimoto thyroiditis | 0.327 | 0.990 | 0.242 | ||||||
| No | 307 (80.2) | 101 (84.2) | 197 (80.1) | 36 (80.0) | 110 (80.3) | 65 (86.7) | |||
| Yes | 76 (19.8) | 19 (15.8) | 49 (19.9) | 9 (20.0) | 27 (19.7) | 10 (13.3) | |||
| PTC with ipsilateral nodular goiter | 0.000 | 0.000 | 0.003 | ||||||
| No | 293 (76.5) | 61 (50.8) | 189 (76.8) | 19 (42.2) | 104 (75.9) | 42 (56.0) | |||
| Yes | 90 (23.5) | 59 (49.2) | 57 (23.2) | 26 (57.8) | 33 (24.1) | 33 (44.0) | |||
PTMC, papillary thyroid microcarcinoma; LPTC, large papillary thyroid carcinoma; CLN, central lymph nodes; PTC, papillary thyroid carcinoma.
Surgery-related complications after CLND alone and CLND + LLND.
| Surgical Complications | CLND Alone | % | CLND + LLND | % | |
|---|---|---|---|---|---|
| Patients | 381 | 122 | |||
| Postoperative hypoparathyroid hormone | 90 | 35 | |||
| Temporary | 83 | 21.8 | 29 | 23.8 | 0.646 |
| Permanent | 7 | 1.8 | 6 | 4.9 | 0.062 |
| Postoperative hoarseness | 42 | 21 | |||
| Temporary | 36 | 9.4 | 16 | 13.1 | 0.247 |
| Permanent | 6 | 1.6 | 5 | 4.1 | 0.097 |
| Chyle leakage | 1 | 0.2 | 4 | 3.3 | 0.003 |
| Relatively severe surgery-related complications | |||||
| (Permanent hypoparathyroid hormone + Permanent hoarseness + Chyle leakage) | |||||
| 14 | 3.7 | 15 | 12.3 | 0.000 |
CLND, central lymph node dissection; LLND, lateral lymph node dissection; Postoperative hypoparathyroid hormone: blood parathyroid hormone (PTH) lower than 15.0 pg/mL; Temporary hypoparathyroid hormone: having hypoparathyroid hormone on postoperative day 1, yet returning to normal within 1 month after surgery; Temporary hoarseness: having hoarseness on postoperative day 1, yet returning to normal within 6 months after surgery.
Univariate and multivariate analyses for PTMC patients with fewer than five positive CLN.
| Univariate Analysis | Multivariate Analysis | |||
|---|---|---|---|---|
| Hazard Ratio (95% CI) | Hazard Ratio (95% CI) | |||
| Factors selected | ||||
| Multifocality | 0.007 | 0.089 | ||
| Yes vs. No | 3.221 (1.370–7.573) | 2.584 (0.865–7.724) | ||
| PTC with ipsilateral nodular goiter | 0.000 | 0.000 | ||
| Yes vs. No | 5.926 (2.490–14.106) | 8.678 (2.758–27.312) | ||
| Number of positive CLN | 0.043 | 0.563 | ||
| (2,4) vs. 1 | 2.678 (1.034–6.938) | 1.434 (0.423–4.859) | ||
| Maximum diameter of positive CLN | 0.000 | 0.000 | ||
| >0.5 cm vs. ≤0.5 cm | 31.935 (10.301–99.007) | 36.046 (10.039–129.423) | ||
| Age | 0.546 | |||
| ≥55 vs. <55 | 0.679 (0.193–2.389) | |||
| BMI | 1.000 | |||
| >23 vs. ≤23 | 1.000 (0.443–2.259) | |||
| Maximum tumor diameter | 0.577 | |||
| ≥0.5 cm vs. <0.5 cm | 1.339 (0.480–3.731) | |||
| Gender | 0.699 | |||
| Male vs. Female | 1.177 (0.515–2.688) | |||
| Thyroid capsular invasion | 0.262 | |||
| Yes vs. No | 1.603 (0.703–3.653) | |||
| Tumor location | 0.464 | |||
| Upper vs. Middle/Lower | 1.394 (0.572–3.397) | |||
| PTC with ipsilateral Hashimoto thyroiditis | 0.741 | |||
| Yes vs. No | 0.828 (0.270–2.541) | |||
| Bilateral disease | 0.091 | |||
| Yes vs. No | 2.130 (0.887–5.114) | |||
PTMC, papillary thyroid microcarcinoma; PTC, papillary thyroid carcinoma; CLN, central lymph nodes; BMI, Body Mass Index.
Figure 2Construction, assessment, and validation of the predictive model. (A,B) The nomograms for predicting LLNM risk in PTMC and LPTC patients with fewer than five positive CLN, respectively; (C,D) The ROC curve and AUC of the nomograms for predicting LLNM risk in PTMC and LPTC patients with fewer than five positive CLN, respectively; (E,F) The calibration curves of the nomogram for predicting LLNM risk in PTMC and LPTC patients with fewer than five positive CLN, respectively. Actual probability is plotted on the y-axis, and the nomogram predicted probability on the x-axis. LLNM, lateral lymph node metastases; PTMC, papillary thyroid microcarcinoma; LPTC, large papillary thyroid carcinoma; CLN, central lymph nodes; iNG, ipsilateral nodular goiter; MCLN, maximum diameter of positive CLN; TCI, Thyroid capsular invasion; TL, tumor location; MTD, maximum tumor diameter; ROC, receiver operating characteristics.
Risk stratification of PTMC and LPTC patients with fewer than five positive CLNM.
| Low Risk (TS = 0) | Moderate Risk (0 < TS < 100) | Relatively High Risk (TS ≥ 100) | |||
|---|---|---|---|---|---|
| ( | ( | ( | |||
| PTMC | Negative LLNM | 134 (99.3) | 46 (93.9) | 31 (58.5) | 0.000 |
| Positive LLNM | 1 (0.7) | 3 (6.1) | 22 (41.5) | ||
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| LPTC | Negative LLNM | 45 (97.8) | 22 (84.6) | 34 (53.1) | 0.000 |
| Positive LLNM | 1 (2.2) | 4 (15.4) | 30 (46.9) |
PTMC, papillary thyroid microcarcinoma; LPTC, large papillary thyroid carcinoma; CLNM, central lymph node metastases, LLNM, lateral lymph node metastases; TS, total score.
Univariate and multivariate analyses for LPTC patients with fewer than five CLN.
| Univariate Analysis | Multivariate Analysis | |||
|---|---|---|---|---|
| Hazard Ratio (95% CI) | Hazard Ratio (95% CI) | |||
| Factors selected | ||||
| Tumor location | 0.011 | 0.017 | ||
| Upper vs. Middle/Lower | 2.856 (1.269–6.429) | 3.244 (1.236–8.517) | ||
| Thyroid capsular invasion | 0.005 | 0.041 | ||
| Yes vs. No | 4.875 (1.598–14.877) | 3.553 (1.056–11.955) | ||
| Maximum tumor diameter | 0.043 | 0.042 | ||
| ≥2.0 cm vs. <2.0 cm | 2.877 (1.242–6.668) | 2.819 (1.039–7.646) | ||
| Maximum diameter of positive CLN | 0.000 | 0.000 | ||
| >0.5 cm vs. ≤0.5 cm | 11.778 (3.387–40.953) | 10.924 (2.985–39.978) | ||
| Age | 0.637 | |||
| ≥55 vs. <55 | 1.286 (0.452–3.654) | |||
| BMI | 0.286 | |||
| >23 vs. ≤23 | 1.530 (0.701–3.340) | |||
| Number of positive CLN | 0.332 | |||
| (2,4) vs. 1 | 1.532 (0.647–3.627) | |||
| Gender | 0.257 | |||
| Male vs. Female | 1.566 (0.721–3.400) | |||
| PTC with ipsilateral nodular goiter | 0.060 | |||
| Yes vs. No | 2.163 (0.968–4.836) | |||
| Multifocality | 0.597 | |||
| Yes vs. No | 1.232 (0.568–2.674) | |||
| PTC with ipsilateral Hashimoto thyroiditis | 0.470 | |||
| Yes vs. No | 0.675 (0.233–1.960) | |||
| Bilateral disease | 0.572 | |||
| Yes vs. No | 1.283 (0.540–3.047) | |||
LPTC, large papillary thyroid carcinoma; PTC, papillary thyroid carcinoma; CLN, central lymph nodes; BMI, Body Mass Index.
Figure 3Detailed LLNM risk stratification flow chart for all PTC patients with positive CLNM. LLNM, lateral lymph node metastases; PTC, papillary thyroid carcinoma; CLNM, central lymph node metastases; PTMC, papillary thyroid microcarcinoma; LPTC, large papillary thyroid carcinoma; CLN, central lymph node; LLN, lateral lymph node.