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Table 1 Characteristics of the patients in this study

From: Development and validation of prediction models for papillary thyroid cancer structural recurrence using machine learning approaches

Characteristics

N (%) or median (Q1, Q3)

Patients without recurrent disease (N = 2065)

Patients with recurrent disease (179)

Overall (N = 2244)

Demographic characteristics and comorbidities

Age, years

 

41.00 (33.00, 50.00)

44.00 (35.50, 52.00)

42.00 (33.00, 50.00)

 

≤ 42.0

1127 (54.6)

83 (46.4)

1210 (53.9)

 

> 42.0

938 (45.4)

96 (53.6)

1034 (46.1)

Sex

Male

677 (32.8)

78 (43.6)

755 (33.6)

 

Female

1388 (67.2)

101 (56.4)

1489 (66.4)

Race

Han

1983 (96.0)

171 (95.5)

2154 (96.0)

 

Others

82 (4.0)

8 (4.5)

90 (4.0)

Smoking

No

1787 (86.5)

147 (82.1)

1934 (86.2)

 

Yes

278 (13.5)

32 (17.9)

310 (13.8)

Alcohol drinking

No

1702 (82.4)

139 (77.7)

1841 (82.0)

 

Yes

363 (17.6)

40 (22.3)

403 (18.0)

Comorbidity of diabetes

No

2000 (96.9)

165 (92.2)

2165 (96.5)

 

Yes

65 (3.1)

14 (7.8)

79 (3.5)

Comorbidity of hypertension

No

1424 (69.0)

96 (53.6)

1520 (67.7)

 

Yes

641 (31.0)

83 (46.4)

724 (32.3)

Comorbidity of Hashimoto’s thyroiditis

No

1898 (91.9)

161 (89.9)

2059 (91.8)

 

Yes

167 (8.1)

18 (10.1)

185 (8.2)

Tumor-related variables

Histology

PTC

2029 (98.3)

178 (99.4)

2207 (98.4)

 

FV-PTC

36 (1.7)

1 (0.6)

37 (1.6)

Tumor diameter, mm

≤ 10

1026 (49.7)

67 (37.4)

1093 (48.7)

 

10 to 20

707 (34.2)

70 (39.1)

777 (34.6)

 

20 to 40

289 (14.0)

33 (18.4)

322 (14.3)

 

> 40

43 (2.1)

9 (5.0)

52 (2.3)

Tumor foci

Unifocality

1550 (75.1)

117 (65.4)

1667 (74.3)

 

Multifocality

515 (24.9)

62 (34.6)

577 (25.7)

Tumor location

Isthmus

9 (0.4)

0 (0.0)

9 (0.4)

 

Left

788 (38.2)

64 (35.8)

852 (38.0)

 

Right

902 (43.7)

73 (40.8)

975 (43.4)

 

Bilateral

366 (17.7)

42 (23.5)

408 (18.2)

ETE

No

1385 (67.1)

112 (62.6)

1497 (66.7)

 

Minimal

151 (7.3)

12 (6.7)

163 (7.3)

 

Extensive

529 (25.6)

55 (30.7)

584 (26.0)

BRAF mutation

Negative

256 (12.4)

24 (13.4)

280 (12.5)

 

Positive

543 (26.3)

49 (27.4)

592 (26.4)

 

Unknown

1266 (61.3)

106 (59.2)

1372 (61.1)

Tg, ng/mL

 

0.22 (0.08, 0.71)

0.99 (0.12, 4.14)

0.24 (0.09, 0.79)

 

< 1.08

1715 (83.1)

90 (50.3)

1805 (80.4)

 

≥ 1.08

350 (16.9)

89 (49.7)

439 (19.6)

LN-related variables

LN dissection

No

9 (0.4)

0 (0.0)

9 (0.4)

 

Central dissection

1443 (69.9)

94 (52.5)

1537 (68.5)

 

Lateral dissection

613 (29.7)

85 (47.5)

698 (31.1)

Number of LN dissected

 

10 (5, 20)

13 (7, 30)

10 (5, 20)

 

< 21

1579 (76.5)

108 (60.3)

1687 (75.2)

 

≥ 21

486 (23.5)

71 (39.7)

557 (24.8)

ENE

No

1985 (96.1)

160 (89.4)

2145 (95.6)

 

Yes

80 (3.9)

19 (10.6)

99 (4.4)

LNR, %

 

27.78 (8.69, 50.00)

35.71 (23.31, 55.05)

28.57 (9.63, 50.00)

 

< 22.70

891 (43.1)

42 (23.5)

933 (41.6)

 

≥ 22.70

1174 (56.9)

137 (76.5)

1311 (58.4)

N stage

N0

484 (23.4)

23 (12.8)

507 (22.6)

 

N1a

1093 (52.9)

80 (44.7)

1173 (52.3)

 

N1b

488 (23.6)

76 (42.5)

564 (25.1)

Metabolic and inflammatory markers

BMI, kg/m2

< 18.5

120 (5.8)

6 (3.4)

126 (5.6)

 

18.5 to 24.0

1141 (55.3)

91 (50.8)

1232 (54.9)

 

24.0 to 28.0

637 (30.8)

55 (30.7)

692 (30.8)

 

≥ 28.0

167 (8.1)

27 (15.1)

194 (8.6)

Triglyceride, mmol/L

 

1.70 (1.70, 2.58)

1.63 (1.14, 2.43)

1.70 (1.70, 2.57)

 

< 2.30

1428 (69.2)

126 (70.4)

1554 (69.3)

 

≥ 2.30

637 (30.8)

53 (29.6)

690 (30.7)

Cholesterol, mmol/L

 

6.12 (5.32, 6.97)

6.34 (5.47, 7.17)

6.14 (5.34, 6.97)

 

< 6.20

1091 (52.8)

85 (47.5)

1176 (52.4)

 

≥ 6.20

974 (47.2)

94 (52.5)

1068 (47.6)

LDL, mmol/L

 

3.61 (3.01, 4.28)

3.82 (3.07, 4.35)

3.62 (3.01, 4.28)

 

< 4.10

1423 (68.9)

110 (61.5)

1533 (68.3)

 

≥ 4.10

642 (31.1)

69 (38.5)

711 (31.7)

HDL, mmol/L

 

1.55 (1.27,1.87)

1.58 (1.30, 1.94)

1.55 (1.27, 1.88)

 

< 1.00

164 (7.9)

13 (7.3)

177 (7.9)

 

≥ 1.00

1901 (92.1)

166 (92.7)

2067 (92.1)

NLR

 

1.59 (1.25, 2.08)

1.60 (1.22, 2.06)

1.59 (1.25, 2.08)

 

< 2.32

1741 (84.3)

146 (81.6)

1887 (84.1)

 

≥ 2.32

324 (15.7)

33 (18.4)

357 (15.9)

PLR

 

88.66 (67.61, 113.45)

86.42 (67.98, 112.78)

88.41 (67.58, 113.43)

 

< 116.18

1580 (76.5)

144 (80.4)

1724 (76.8)

 

≥ 116.18

485 (23.5)

35 (19.6)

520 (23.2)

PNI

 

55.85 (52.85, 58.85)

55.75 (53.33, 58.95)

55.83 (52.85, 58.90)

 

< 56.15

1076 (52.1)

96 (53.6)

1172 (52.2)

 

≥ 56.15

989 (47.9)

83 (46.4)

1072 (47.8)

LMR

 

7.68 (6.00, 9.96)

7.65 (5.88, 9.80)

7.67 (6.00, 9.95)

 

< 6.47

644 (31.2)

65 (36.3)

709 (31.6)

 

≥ 6.47

1421 (68.8)

114 (63.7)

1535 (68.4)

ATA risk stratification

 

Low risk

314 (15.2)

14 (7.8)

328 (14.6)

 

Intermediate risk

1230 (59.6)

104 (58.1)

1334 (59.4)

 

High risk

521 (25.2)

61 (34.1)

582 (25.9)

  1. Abbreviations: PTC, papillary thyroid cancer; FV-PTC, follicular variant of papillary thyroid carcinoma; ETE, extrathyroid extension; Tg, thyroglobulin; LN, lymph node; ENE, extranodal extension; LNR, lymph node metastasis ratio; BMI, body mass index; LDL, low-density lipoprotein; HDL, high-density lipoprotein; NLR, neutrophil–lymphocyte ratio; PLR, platelet–lymphocyte ratio; PNI, prognostic nutritional index; LMR, lymphocyte–monocyte ratio; ATA, American Thyroid Association