e20033 Background: HDMTX is an important component of lymphoma therapy due to its central nervous system penetration. Although HDMTX can be safely administered to most patients, it can cause significant toxicity with those who have prolonged exposure to high plasma concentrations of MTX due to delayed elimination. Therefore, serum MTX concentration monitoring is still a standard approach for identifying patients at high risk of developing MTX toxicity. A majority of MTX is excreted within the first 48 hours of infusion. Higher MTX plasma concentrations at 48 hrs increase the likelihood of delayed MTX elimination. This study will assess baseline characteristics associated with high 48-hour MTX levels (≥ 1µM) which has been associated with increased risk of complications. Methods: A retrospective review of the electronic medical record was conducted to identify lymphoma patients who received HDMTX from 1/1/2002 to 12/31/18. Baseline demographics including age, gender, comorbidities, body surface area, BMI, weight and baseline chronic kidney disease (CKD) were recorded. Demographics, HDMTX dosing per protocol (3.5g/m2 vs 8g/m2), HDMTX adjusted by renal function (CrCl < 100), and ratio of MTX dose to BSA (MTX/BSA) were compared to 48 hour MTX levels. Analysis was performed in JMP 15. Results: 2553 cycles were of HDMTX were identified. There was a significant association of increasing age, (p = 0.039), male patients (p < 0.001), 8g/m2 dosing (p < 0.001), higher MTX dose (p < 0.001), MTX/BSA (p < 0.001), GFR by CKD-EPI (p < 0.001) and lower number of comorbidities (p < 0.001) with 48-hour MTX levels ≥1. There was no significant association of 48-hour MTX levels ≥1 and GFR by Cockcroft-Gault (p = 0.73), baseline CKD (p = 0.78), and renal adjusted HDMTX (p = 0.52). Multivariate analysis revealed significance for MTX/BSA, gender, BSA, GFR by CKDEPI (p < 0.001), and age (P = 0.0002). Conclusions: Hematologists should be aware that age, gender, GFR by CKD-EPI, and ratio of MTX dose to BSA are associated with elevated 48-hour MTX levels ≥1.