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Table 1 Characteristics of patients with and without delayed MTX elimination

From: Predicting delayed methotrexate elimination in pediatric acute lymphoblastic leukemia patients: an innovative web-based machine learning tool developed through a multicenter, retrospective analysis

Indictors

All Cohorts (n = 1729)

Training Cohorts (n = 1210)

p

Without metabolic delay

(n = 1400)

With metabolic delay

(n = 329)

Without metabolic delay

(n = 980)

With metabolic delay

(n = 230)

Baseline information

Age (year)

9.0 (8.0–13.0)

11.0 (9.0–14.0)

9.0 (8.0–13.0)

11.0 (9.0-14.3)

< 0.001

Weight (kg)

17.5 (14.0–25.0)

22.0 (16.0–30.0)

17.0 (14.0-25.5)

22.5 (16.0–31.0)

< 0.001

Sex

Male

810 (57.86)

200 (60.79)

562 (57.35)

138 (60.00)

0.510

Female

590 (42.12)

129 (39.21)

418 (42.65)

92 (40.00)

Clinical features

Emesis

22 (1.57)

2 (0.61)

964 (98.37)

230 (100.00)

0.103

Hydrops

41 (2.93)

7 (2.13)

948 (96.73)

226 (98.26)

0.312

Cell Morphological Classification

L1

518 (0.37)

118 (35.87)

362 (36.94)

89 (38.70)

0.048

L2

788 (56.29)

202 (61.40)

550 (56.12)

135 (58.70)

L3

94 (6.71)

9 (2.74)

68 (6.94)

6 (2.61)

ALL risk level

Standard risk

3 (0.21)

0 (0.00)

2 (0.20)

0 (0.00)

< 0.001

Low risk

836 (59.71)

122 (37.08)

591 (60.31)

88 (38.26)

Intermediate risk

523 (37.36)

205 (62.31)

363 (37.04)

140 (60.87)

High risk

38 (2.71)

2 (0.61)

24 (2.45)

2 (0.87)

Immunological Classification

B-ALL

1306 (93.29)

280 (85.11)

914 (93.27)

198 (86.09)

< 0.001

T-ALL

94 (6.71)

49 (0.15)

66 (6.73)

32 (13.91)

Dose (g/m²)

3.02 (2.96–4.04)

3.06 (2.90–4.96)

3.02 (2.95-4.00)

3.03 (2.90–4.95)

0.056

Laboratory test

TBIL (µmol/L)

9.3 (6.7–12.5)

10.7 (7.7–14.7)

9.5 (6.7–12.6)

10.5 (7.6–14.7)

< 0.001

Cr (µmol/L)

27.0 (22.0–34.0)

49.0 (37.0-65.5)

27.0 (22.0–34.0)

48.0 (37.0-66.3)

< 0.001

UA (µmol/L)

222.0 (187.3–261.0)

300.0 (245.0-354.5)

222.0 (189.0-261.0)

299.5 (241.5–351.0)

< 0.001

ALB (g/L)

45.2 (42.7–47.2)

43.8 (41.0-46.4)

45.2 (42.4–47.2)

43.8 (41.4–46.4)

< 0.001

ALT (IU/L)

20.9 (14.0-40.15)

17.2 (28.2–58.2)

20.95 (13.9–38.7)

25.9 (16.2–55.0)

< 0.001

PH

6.5 (6.0–7.0)

6.5 (6.0–7.0)

6.5 (6.0–7.0)

6.5 (6.0–7.0)

0.035

PCV (%)

32.6 (30.1–34.7)

30.8 (27.9–33.2)

32.5 (29.9–34.6)

31.1 (28.1–33.4)

< 0.001

WBC (109/L)

3.30 (2.40–4.55)

4.12 (2.67–5.80)

3.28 (2.40–4.52)

4.21 (2.57–6.13)

< 0.001

PLT (109/L)

295.0 (224.0-383.0)

212.0 (278.0-359.0)

293.0 (223.0-382.8)

272.5 (207.8-354.8)

0.016

HGB (g/L)

107.0 (98.0-114.0)

102.0 (91.0-111.0)

108.0 (99.0-114.0)

102.0 (91.8–112.0)

< 0.001

PT (second)

11.74 (11.20–12.20)

11.6 (10.8–12.0)

11.79 (11.20–12.20)

11.6 (10.8–12.0)

< 0.001

LDH (IU/L)

247.3 (216.7–282.0)

259.0 (231.3-291.9)

247.3 (216.3-283.3)

256.6 (228.7-289.7)

< 0.001

FIB (g/L)

2.29 (1.97–2.70)

2.37 (2.07–2.80)

2.29 (1.97–2.70)

2.37 (2.09–2.80)

0.001

CSF transparency

Clear

1342 (95.86)

321 (97.57)

936 (95.51)

223 (96.96)

0.543

Micro-turbidity

38 (2.71)

3 (0.91)

27 (2.76)

3 (1.30)

Turbidity

18 (1.86)

5 (1.52)

15 (1.53)

4 (1.74)

Turbid with clots

2 (0.14)

0 (0.00)

2 (0.20)

0 (0.00)

Pandy’s test

(-)

1277 (91.21)

305 (92.71)

888 (90.61)

213 (92.61)

0.239

(±)

58 (4.14)

6 (1.82)

42 (4.29)

4 (1.74)

(+)

28 (2.0)

13 (3.95)

22 (2.24)

9 (0.39)

(++)

28 (2.0)

5 (1.52)

23 (2.35)

4 (1.74)

(+++)

7 (0.50)

0 (0.00)

3 (0.31)

0 (0.00)

(++++)

2 (0.14)

0 (0.01)

2 (0.20)

0 (0.00)

Cl (mg/L)

122.1 (119.9-124.1)

122.2 (120.3-124.6)

122.0 (119.8-124.1)

122.2 (120.3–124.0)

0.454

Drug combination

Omeprazole

48 (3.43)

57 (17.33)

28 (2.86)

36 (15.65)

< 0.001

Ofloxacin

13 (0.93)

0 (0.00)

12 (1.22)

0 (0.00)

0.189

Benzylpenicillin sodium

7 (0.50)

2 (0.61)

4 (0.41)

2 (0.87)

0.708

Levofloxacin

13 (0.93)

0 (0.00)

12 (1.22)

0 (0.00)

0.189

  1. Abbreviations: (-): negative, transparent, (±): weakly positive, between transparent and gonorrhea, (+): mild gonorrhea, (++): moderate gonorrhea, (+++): intense gonorrhea, (+++): milky gonorrhea