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. 2024 Sep 11;38(11):2382–2394. doi: 10.1038/s41375-024-02395-4

Table 4.

Univariate and multivariable analyses of risk factors on overall survival post relapse.

Variables B-ALL T-ALL Infant ALL
univariate multivariable univariate multivariable univariate multivariable
HR (95% CI) p HR (95% CI) p HR (95% CI) p HR (95% CI) p HR (95% CI) p HR (95% CI) p
Time to relapse  <0.001 <0.001  <0.001  <0.001  <0.001  <0.001
    Early (<18mo) 1 1 1 1 1 1
    Intermediate (18–36mo) 0.46 (0.39–0.55) 0.47 (0.40–0.57) 0.74 (0.48–1.13) 0.53 (0.34–0.85) 0.27 (0.15–0.48) 0.16 (0.08–0.31)
    Late (≥36mo) 0.26 (0.22–0.31) 0.21 (0.17–0.26) 0.33 (0.18–0.59) 0.23 (0.12–0.43) 0.23 (0.06–0.94) 0.16 (0.03–0.71)
Relapse site  <0.001 <0.001  <0.001  <0.001 0.016 0.002
    Isolated BM 1 1 1 1 1 1
    Combined BM ( ± CNS) 0.65 (0.52–0.81) 0.74 (0.60–0.93) 1.14 (0.73–1.80) 0.98 (0.59–1.61) 0.88 (0.45–1.71) 0.71 (0.34–1.49)
    Isolated CNS 0.53 (0.44–0.64) 0.32 (0.26–0.39) 0.41 (0.27–0.62) 0.27 (0.17–0.43) 0.35 (0.17–0.74) 0.23 (0.10–0.55)
    Other 0.51 (0.36–0.72) 0.49 (0.35–0.70) 0.50 (0.29–0.87) 0.49 (0.27–0.89) 0.66 (0.33–1.33) 1.46 (0.67–3.16)
Sex 0.84 0.36 0.67 0.98 0.052 0.023
    Male 1 1 1 1 1 1
    Female 0.99 (0.86–1.13) 0.93 (0.81–1.08) 0.92 (0.62–1.36) 0.99 (0.65–1.53) 1.52 (1.00–2.32) 1.81 (1.08–3.02)
WBC at initial diagnosis (per µL) <0.001 0.096 0.22 0.058 0.81 0.72
    <50,000 1 1 1 1 1 1
    50,000–100,000 0.89 (0.69–1.14) 0.86 (0.66–1.11) 1.00 (0.56–1.79) 1.40 (0.73–2.71) 0.90 (0.44–1.83) 1.25 (0.55–2.80)
    ≥100,000 1.60 (1.33–1.93) 1.18 (0.96–1.45) 1.34 (0.93–1.95) 1.69 (1.09–2.61) 1.08 (0.63–1.86) 0.94 (0.48–1.85)
Age at initial diagnosis (non-infant)  <0.001 <0.001 0.002 0.002 Not applicable Not applicable
    1–9 years 1 1 1 1
    10–15 years 1.92 (1.63–2.26) 1.59 (1.33–1.89) 1.98 (1.37–2.86) 2.00 (1.34–2.99)
    ≥16 years 2.30 (1.88–2.83) 1.75 (1.40–2.18) 1.43 (0.85–2.43) 1.89 (1.07–3.35)
Age at relapsea  <0.001 Excluded due to correlation with age at diagnosis 0.057 Excluded due to correlation with age at diagnosis 0.002 Excluded due to correlation with age at diagnosis
    <1 year - 1
    1–9 years 1 1 0.37 (0.21-0.65)
    10–15 years 1.23 (1.04–1.45) 1.08 (0.74–1.59)
    ≥16 years 1.61 (1.36–1.91) 1.70 (1.11–2.60)
CNS status at initial dx 0.12 0.85 0.19 0.49 0.49 0.29
    CNS 1 1 1 1 1 1 1
    CNS 2 1.14 (0.93–1.39) 0.98 (0.80–1.21) 0.94 (0.61–1.44) 0.96 (0.59–1.57) 0.83 (0.52–1.32) 1.04 (0.60–1.80)
    CNS 3 1.48 (0.96–2.29) 0.88 (0.56–1.38) 0.61 (0.35–1.07) 0.72 (0.39–1.32) 1.18 (0.65–2.14) 1.77 (0.85–3.65)
Race/Ethnicity 0.003 0.13 0.74 0.46 0.68 0.025
    Non-Hispanic White 1 1 1 1 1 1
    Hispanic of all races 1.39 (1.19–1.63) 1.26 (1.07–1.49) 0.87 (0.48–1.57) 0.91 (0.48–1.71) 0.72 (0.39–1.35) 0.52 (0.25–1.09)
    Non-Hispanic Black 1.28 (0.98–1.67) 1.21 (0.92–1.60) 0.88 (0.49–1.59) 0.71 (0.38–1.34) 0.52 (0.21–1.31) 0.23 (0.08–0.64)
    Non-Hispanic Asian 1.25 (0.84–1.85) 1.12 (0.75–1.68) 1.47 (0.59–3.64) 2.04 (0.78–5.35) 0.79 (0.31–1.96) 1.20 (0.43–3.34)
    Non-Hispanic Other 1.34 (0.66–2.69) 1.04 (0.51–2.12) 1.03 (0.14–7.40) 3.15 (0.35–28.61) 0.88 (0.28–2.82) 1.68 (0.47–6.03)
    Other/Unknown 1.03 (0.77–1.36) 1.04 (0.78–1.38) 1.26 (0.85–1.86) 1.07 (0.70–1.63) 0.82 (0.35–1.91) 0.69 (0.29–1.66)
NCI risk groupb <0.001 Excluded due to correlation with age and WBC at diagnosis Not assessed Not assessed
    Standard risk 1
    High risk 1.67 (1.45–1.91)
Induction Day 29 MRDb <0.001 0.010 Not assessed Not assessed
    <0.01%c 1 1
    0.01–0.099% 1.02 (0.85–1.23) 0.98 (0.81–1.19)
    0.1–0.99% 1.54 (1.26–1.90) 1.20 (0.97–1.49)
    ≥1.0% 2.22 (1.74–2.84) 1.41 (1.09–1.84)
    Unknown 1.22 (0.99–1.50) 1.34 (1.02–1.75)
Trisomy 4 + 10b  <0.001 0.004 Not applicable Not applicable
    Negative 1 1
    Positive 0.54 (0.41–0.72) 0.66 (0.50–0.88)
ETV6::RUNX1b  <0.001 0.001 Not applicable Not applicable
    Negative 1 1
    Positive 0.42 (0.32–0.54) 0.62 (0.46–0.82)
KMT2A-Rb <0.001 0.050 Not applicable 0.012 0.62
    Negative 1 1 1 1
    Positive 2.04 (1.38–3.02) 1.52 (1.00–2.29) 2.40 (1.11–5.20) 1.24 (0.52–2.94)
Hypodiploidb  <0.001 0.002 Not applicable Not applicable
    Negative 1 1
    Positive 4.84 (3.33–7.03) 1.85 (1.25–2.75)
BCR::ABL1b 0.044 Not significant; Excludedd Not applicable Not applicable
    Negative 1
    Positive 1.42 (1.01–1.99)
TCF3::PBX1b 0.029 Not significant; Excludedd Not applicable Not applicable
    Negative 1
    Positive 1.46 (1.04–2.05)
iAMP21b 0.99 Not significant; Excludedd Not applicable Not applicable
    No 1
    Yes 1.00 (0.67–1.50)
B-ALL, otherb  <0.001 Excluded due to correlation with the above cytogenetic variables Not applicable Not applicable
    No 1
    Yes 1.32 (1.12–1.55)

ALL Acute Lymphoblastic Leukemia, BM Bone Marrow, CI Confidence Interval, CNS Central Nervous System, HR Hazard Ratio, MRD Minimal Residual Disease, NCI National Cancer Institute, WBC White Blood Cell Count.

aAge at relapse was associated with OS post relapse in univariate analysis and was excluded from multivariable analysis due to correlation with age at diagnosis. A sensitivity multivariable analysis (not reported) that included age at relapse did not render a significant p value for this variable.

bCharacteristics at original diagnosis.

cIncluded 11 patients with negative MRD with assay of sensitivity of 1/1000.

dNo significant association was found between the three cytogenetic variables and survival post relapse after adjusting for other variables. Due to small sample size in subcategories of the cytogenetic variables, the three cytogenetic variables were excluded from the multivariable model.