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  • 1
    In: Blood, American Society of Hematology, Vol. 138, No. Supplement 1 ( 2021-11-05), p. 720-720
    Abstract: Introduction While combination therapy is the standard of care for relapsed/ refractory non-Hodgkin lymphoma (RR-NHL), the choice of combinations for an individual patient is empirical, and response rates remain poor. Here we explore the use of a hybrid experimental/analytic method termed Quadratic Phenotypic Optimization Platform (QPOP), for prediction of optimal drug combinations from limited clinical material. This high-throughput platform identifies optimal drug-combinations on ex-vivo biopsies using an orthogonal array composite design to maximise search space. These features are potentially useful to assess personalized efficacious combinations among a set of drugs with single agent pre-clinical or clinical activity in lymphoma. Methods We performed a prospective cohort study of QPOP analysis in RR-NHL. Participants included RR-NHL patients across two tertiary oncology centres in Singapore, with disease amenable to biopsy or blood/ marrow aspiration, recruited between 1 st November 2017 and 5 th May 2021 - with a median follow up of 24.5 months. CD20, CD3 or CD56 selection was performed to enrich for B, T or NK cells respectively, depending on the specimen type. QPOP drug combination scores were derived from lymphoma samples (approximately 1,000,000 cells/ patient) using a matrix of drugs with known pre-clinical or clinical efficacy against NHL. Results were shared with the treating physician, and off-label QPOP-guided therapy was offered in the absence of standard options. The primary outcomes were feasibility and turnaround time of QPOP analysis. The secondary outcomes were identification of recurrent 2 and 3 drug-combinations, and concordance of QPOP results with clinical responses. Results In this interim analysis period, we recruited 63 patients comprising 36 B-NHL and 27 T/NK-NHL, with a median age of 57 years and median 2 prior lines of treatment. Successful QPOP analysis (Z' score & gt;0.5) was feasible in 56/63 cases with an average turn-around time of 6 (±2.1) days. QPOP predicted frequent sensitivities to Copanlisib- and Venetoclax-based combinations in B-NHL, and Romidepsin-based combinations in T/NK-NHL. Importantly, efficacy of specific combinations was not entirely dependent on single agent dose responses. Greater variability in ex-vivo responses was seen with combinations of targeted therapy and cytotoxic therapy compared with combinations of cytotoxic agents. Clinical responses were evaluable for 29 independent treatments in 26 patients. QPOP had a positive predictive value of 60% and a negative predictive value of 78.6% with an area under the curve of 0.672 (95%CI 0.47-0.87; p=0.12) for partial response or better (n=29, p= 0.06). Complete responses were achieved with novel QPOP derived drug combinations in patients refractory to standard therapy. Examples include Palbociclib-Everolimus for diffuse large B-cell lymphoma (figure 1) and Romidepsin-copanlisib for extra nodal natural killer T-cell lymphoma. Conclusions Prediction of sensitivity to drug-combinations in a clinically applicable time-frame is feasible for RR-NHL cases through QPOP analysis. The relatively small number of patients treated with QPOP directed regimens makes a definitive conclusion on concordance with clinical outcomes difficult at this stage. QPOP was however able to identify novel clinically effective combinations in patients refractory to standard therapy. These data provide the basis for a prospective clinical trial evaluating QPOP based therapy in RR-NHL. Figure 1 Figure 1. Disclosures Chng: Amgen: Honoraria, Research Funding; Janssen: Honoraria, Research Funding; Celgene: Honoraria, Research Funding; Novartis: Honoraria; Abbvie: Honoraria. OffLabel Disclosure: everolimus palbociclib for diffuse large B cell lymphoma and rhomidepsin Bortezomib for extra nodal NK T cell lymphoma
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2021
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
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  • 2
    In: Blood, American Society of Hematology, Vol. 128, No. 22 ( 2016-12-02), p. 1630-1630
    Abstract: Introduction: High dose Methotrexate (HDMTX) has been the backbone of chemotherapeutic regimens used for the treatment of lymphoid malignancies. Altered disposition of MTX may result in increased systemic exposure accompanied by severe adverse effects and organ toxicities. Diversity in toxicity profile has been shown to be associated with various clinical factors as well as genetic polymorphisms. In particular, single nucleotide polymorphisms (SNPs) in the solute carrier organic anion transporter 1B1 (SLCO1B1) gene especially rs4149056 and rs2306283 had been previously reported to be significantly associated with MTX concentration at 24 hours post-infusion, MTX AUC from 0-48 hours, MTX clearance and toxicities in the Caucasian pediatric population. Aim: This study aimed to characterize clearance and toxicity profile [in particular acute kidney injury (AKI) and hepatotoxicity]; and identify clinical and genetic covariates associated with clearance and toxicities of HDMTX in patients receiving HyperCVAD-B regimen for treatment of lymphoid malignancies in the local setting. Methods: This single-centered, retrospective study included all treatment-naïve patients of Asian descent who received HDMTX as part of the HyperCVAD-B regimen for treatment of lymphoid malignancies from January 2008 to December 2015 in Department of Hematology, Singapore General Hospital. Pertinent clinical data including baseline demographics, disease characteristics, treatment details, plasma MTX levels, and treatment outcomes were extracted from case notes and electronic records onto a standardized data collection form. Association between toxicities parameters and MTX levels were analyzed. Genotyping for two SNPs in the SLCO1B1 gene namely, rs2306283 and rs4146056 was using blood samples obtained from the Hematology Department Tissue Repository. Primary endpoint was incidence of delayed clearance and toxicities of HDMTX in the study population. Secondary endpoints included clinical factors and genetic covariates associated with reduced MTX clearance and toxicities. Results: A total of 102 patients (215 treatment cycles) were included, with each patient receiving median of 2 cycles (range, 1 to 6). Median age was 45 years (range, 18 - 69), and 58 (56.9%) were male. Eighty-seven patients were diagnosed with acute lymphoblastic leukemia (ALL), whereas 12 patients had lymphoma. Sixty-one patients (59.8%) were found to have at least 1 episode of delayed clearance, occurring in 89 (41.4%) treatment cycles. Median time to MTX clearance was significantly longer in patients with delayed clearance at 69.8 hours (range, 4.5-277.2) as compared to 41 hours (range, 0 - 86.3 hours), p 〈 0.001. Approximately 25% and 47% of the patients developed AKI and hepatotoxicity attributable to MTX, respectively. A significant association between delayed clearance and occurrence of AKI was observed, with 24% of patients with delayed clearance developing AKI vs 2% in those without delayed clearance, p 〈 0.001. Number of treatment cycles [odds ratio (OR) = 2, 95% confidence interval (CI) 1.3 - 3.1, p = 0.002]; and age ≥ 40 (OR 3.7, 95% CI 1.4 - 9.6, p = 0.008) were found to be associated with delayed clearance. Occurrence of delayed clearance (OR = 29, 95% CI = 3.7 - 228, p = 0.001), and baseline hepatic impairment (OR = 9.5, 95% CI = 2 - 45, p = 0.005) were found to predict for AKI and hepatotoxicity, respectively. Genotyping for SLCO1B1 rs2306283 and rs4146056 was carried out for 39 patients with samples available in the repository. Frequencies and outcomes were shown in Table 1 and Table 2, respectively. Due to the small sample size, no definitive correlations between specific genotypes and clearance and outcomes could be elucidated. Conclusion: Delayed clearance of HDMTX occurred in a substantial proportion of patients at approximately 60%, which was in turn associated with occurrence of AKI. Risk of delayed clearance seemed to increase with age (≥ 40) and number of treatment cycles. This underscores the need for more effective strategies to facilitate clearance of HDMTX especially in patients with identified risk factors. Larger sample size would be essential to determine associations between genotypes and clearance and toxicities. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2016
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
    Location Call Number Limitation Availability
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  • 3
    In: Blood, American Society of Hematology, Vol. 136, No. Supplement 1 ( 2020-11-5), p. 37-38
    Abstract: Objective Arterial and venous thrombosis are reported to be common in critically ill COVID-19 patients. This study aims to describe the thrombotic and bleeding rates in COVID-19 patients admitted to intensive care units (ICU) in Singapore. Design Retrospective observational study involving all consecutive adult COVID-19 patients who required ICU admission between 23 January 2020 and 30 April 2020. Setting National multicenter study involving all eight public hospitals in Singapore. Patients 111 consecutive COVID-19 patients who required ICU admission were included. Measurements and Main Results Primary outcome was any venous or arterial thrombotic events occurred in ICU. Other measures included (1) the overall, venous and arterial thrombotic events throughout the hospitalisation, (2) major and minor bleeding events. The overall thrombotic rate in ICU was 11.7% (n=13), with 1.8% (n=2) venous and 9.9% (n=11) arterial events. The overall thrombotic rates throughout hospitalisation, censored at 30 April 2020, increased to 18.0% (n=20) with 6.3% (n=7) venous and 11.7% (n=13) arterial events. Major and minor bleeding rates were 14.8% (n=16) and 3.7% (n=4), respectively. Two-third of the patients received pharmacological thromboprophylaxis in ICU. Conclusions Critically ill COVID-19 patients in Singapore have lower VTE but higher arterial thrombosis rates with higher bleeding manifestations than other reported cohorts. Standard thromboprophylaxis may be sufficient to prevent thrombotic complications in patients with similar demographics. Disclosures No relevant conflicts of interest to declare.
    Type of Medium: Online Resource
    ISSN: 0006-4971 , 1528-0020
    RVK:
    RVK:
    Language: English
    Publisher: American Society of Hematology
    Publication Date: 2020
    detail.hit.zdb_id: 1468538-3
    detail.hit.zdb_id: 80069-7
    Location Call Number Limitation Availability
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