Back to Authors

Bar‐Natan, Michal

https://orcid.org/0000-0002-2111-1231

Mayo Clinic

NewYork–Presbyterian Hospital

Citations 6

Derivation and external validation of a venous thromboembolism risk prediction model in asparaginase-treated ALL
Anderson, Daniela R., Gangaraju, Radhika , Sedhom, Wafik G., Hamulyák, Eva N. , Wang, Tzu‐Fei , O’Dwyer, Kristen M. , Muthiah, Chandrasekar, Liedtke, Michaela , Badar, Talha , Shimony, Shai , Robinson, Renana , Dinner, Shira, Biemond, Bart J. , Goldberg, Leah, Kapadia, Anjani , Levavi, Hannah , Bar‐Natan, Michal , Hyfte, Grace Van , Bansal, Karan, Gerrits, Anke M., Litzow, Mark R. , Luger, Selina M. , Wolach, Ofir , Shomali, William , Stock, W, O'Dwyer, Kristin , Liedtke, Michaela , Badar, Talha , Shimony, Shai , Robinson, Renana , Sanfilippo, Kristen , Derkach, Andriy , Biemond, Bart J , Levavi, Hannah , Carrier, Marc , Fulcher, Jill , Litzow, Mark R. , Luskin, Marlise R , Wolach, Ofir , Shomali, William , Zwicker, Jeffrey I , Carney, Brian J. , Derkach, Andriy , Nemirovsky, David , Carrier, Marc , Murthy, Guru Subramanian Guru , Stock, Wendy, Leader, Avi

Blood Advances | October 31, 2025 | Volume: 10 | Issue: 3 | Pages: 593-603

10.1182/bloodadvances.2025017862 Get It

Abstract The incidence of venous thromboembolism (VTE) in patients with acute lymphoblastic leukemia (ALL) receiving asparaginase-based induction is high despite primary thromboprophylaxis. Our aim was to derive and externally validate a VTE risk prediction model in patients with ALL receiving asparaginase-based induction. We conducted a multicenter retrospective cohort study of patients (aged ≥18 years) with newly diagnosed ALL receiving asparaginase-based induction. The derivation and external validation cohorts included 306 and 94 patients, respectively. Primary outcome was VTE at any site. A cause-specific Cox proportional hazards model stratified by thromboprophylaxis and center was performed to identify VTE risk factors in the derivation cohort. A risk prediction model for VTE at 30 days was derived using variables with P value < .05 in the multivariable model and was tested in the validation cohort. VTE risk factors on multivariable analysis in the derivation cohort included D-dimer ≥1 μg fibrinogen equivalent unit per mL (hazard ratio [HR], 2.64; 95% confidence interval [CI], 1.07-6.5) and hemoglobin (HR for each 1 g/dL increment, 1.19; 95% CI, 1.06-1.34) at ALL diagnosis. A VTE risk score based on these variables distinguished between a 4% (95% CI, 0.72-12) and 20% (95% CI, 14-27) 30-day cumulative incidence of VTE in the derivation cohort, with similar findings in the validation cohort (area under the curve, 0.56). The negative predictive value for VTE at 30 days was 96% and 93% in the derivation and validation cohorts, respectively, and the positive predictive value was 20% in both. We derived and validated a model using D-dimer and hemoglobin, which stratifies VTE risk in patients with ALL receiving asparaginase-based induction.
Derivation and External Validation of a Venous Thromboembolism Risk Prediction Model in Patients with Acute Lymphoblastic Leukemia Receiving Asparaginase Therapy
Anderson, Daniela , Gangaraju, Radhika , Sedhom, Wafik, O'Dwyer, Kristen M., Muthiah, Chandrasekar, Liedtke, Michaela , Shimony, Shai , Robinson, Renana , Dinner, Shira, Biemond, Bart J. , Seymour, Kimberly, Goldberg, Leah, Kapadia, Anjani , Levavi, Hannah , Bar‐Natan, Michal , Bansal, Karan, Gerrits, Anke M, Luger, Selina M. , Shomali, William , Shimony, Shai , Hamulyák, Eva N. , Wang, Tzu‐Fei , O'Dwyer, Kristin , Carney, Brian J. , Badar, Talha , Sanfilippo, Kristen , Derkach, Andriy , Biemond, Bart J. , Nemirovsky, David , Hyfte, Grace Van , Carrier, Marc , Fulcher, Jill , Gerrits, Anke M, Murthy, Guru Subramanian Guru , Luskin, Marlise R , Wolach, Ofir , Zwicker, Jeffrey I , Stock, Wendy , Leader, Avi

Blood | December 6, 2024 | Volume: 144 | Issue: Supplement 1 | Pages: 1250-1250

10.1182/blood-2024-201997 Get It

Background: Patients with acute lymphoblastic leukemia (ALL) receiving L-asparaginase (ASP) based induction therapy have a high risk of venous thromboembolism (VTE). Studies investigating universal thromboprophylaxis strategies have yielded sub-optimal results. Risk prediction models are needed to identify high-risk patients who would be candidates for intensification of thromboprophylaxis, and lower risk patients who are unlikely to benefit. Aims: Derive and externally validate a risk prediction model for VTE in patients with ALL receiving ASP therapy. Methods: We conducted a multicenter, international, cohort study of patients with newly-diagnosed ALL receiving ASP-based induction therapy (≥18yrs). The derivation and external validation cohorts included 306 and 97 patients without VTE prior to ASP therapy, respectively. Patients on therapeutic anticoagulation at index were excluded. Patients were followed from date of first ASP dose for 100 days post ALL diagnosis or until VTE, therapeutic anticoagulation or death. Candidate predictors were documented at ALL diagnosis and included demographics, disease and treatment characteristics, VTE history, comorbidities, thromboprophylaxis, complete blood count, fibrinogen and d-dimer. D-dimer was only analyzed within the 7 derivation cohort centers who routinely tested this at ALL diagnosis with <20% missing values. Primary outcome was VTE at any site (centrally confirmed). Secondary outcomes included major bleeding by ISTH criteria. Cause-specific Cox proportional hazard regression was performed to identify VTE risk factors in the derivation cohort while treating death as a competing event. Variables with p-value <0.1 on univariable analysis were included in a multivariable model and subsequently used in the risk model if p-value <0.05. Lastly, the derived VTE risk prediction model was tested in the external validation cohort for association with time to VTE using cause-specific Cox proportional hazard model. All analyses were stratified by center and use of low molecular weight heparin prophylaxis (at any dose on the date of first ASP dose). Results: The cumulative incidence of VTE in the derivation cohort was 17% at 30 days (95% confidence interval [CI] 13% - 21%) and 22% at 90 days (95% CI 17% - 27%). The multivariable model included hyperlipidemia (hazard ratio [HR] 1.35; 95% CI 0.56 - 3.27), body mass index ≥ 25 kg/m² (HR 1.49; 95% CI 0.75 - 2.95), platelet count ≥ 25 x 10⁹/L (HR 1.42; 95% CI 0.67 - 3.00), increasing hemoglobin per 1 g/dL (HR 1.17; 95% CI 1.03 - 1.32) and d-dimer ≥ 1 µg FEU/mL (HR 2.68; 95% CI 1.08 - 6.66). Hemoglobin as a continuous variable and d-dimer ≥ 1 µg FEU/mL were included in the final model and used to create a risk score which was weighted by estimated log-HR sum of these risk factors. The lowest risk quartile (risk score below 2.1) successfully differentiated between a lower 30-day cumulative VTE incidence (4%, 95% CI 0.72% - 12%) compared with the other quartiles (20%, 95% CI 14% - 27%; HR 4.40, 95% CI 1.54 - 12.5) which were defined as high risk (score ≥2.1). The risk score's negative predictive value (NPV) for VTE at 30 days was 96% and positive predictive value (PPV) was 20%. The validation cohort (n=97 from 3 external cohorts with routine d-dimer measurement) included 16 (16.5%) patients in the low-risk group and 81 (83.5%) in the high-risk group, with a 30-day VTE incidence of 6.3% (95% CI 0% - 17%) and 21% (95% CI 12% - 30%), respectively (HR 6.22; 95% CI 0.85 - 45.8; p = 0.073)). The NPV (93.7%) and PPV (21%) were comparable to the derivation cohort. The 30-day incidence of major bleeding was 0% (95% CI NR - NR) in low-risk patients (HR 1.36; 95% CI 0.27 - 6.77) and 2.0% (95% CI 0.55% - 5.4%) in the high-risk group. Conclusion: Patients with ALL receiving ASP induction therapy have a 17% VTE risk at 30 days. We derived and externally validated a VTE risk prediction model based upon d-dimer and hemoglobin. This model successfully identifies at least 16.5% of patients with ALL who have a low VTE risk after ASP treatment. Using this model, novel prevention strategies which may be associated with cost and risk could now be tailored to patients with higher risk. Prospective studies are needed to validate the model's performance and role in VTE risk management.
Molecularly Targeted Combination Therapy for Advanced Phase Myeloproliferative Neoplasm: MPN-RC 119
Bar‐Natan, Michal , Kremyanskaya, Marina , Dougherty, Mikaela , Fabris, Frank , Johnson, Kathryn, Yu, Ashley , Mead‐Harvey, Carolyn , Rampal, Raajit K. , Mascarenhas, John , Gerds, Aaron T. , Mesa, Ruben A. , Gupta, Vikas , Kosiorek, Heidi , Dueck, Amylou C. , Hoffman, Ronald

Blood | November 28, 2022 | Volume: 140 | Issue: Supplement 1 | Pages: 3988-3990

10.1182/blood-2022-164678 Get It

PD-1 inhibition in advanced myeloproliferative neoplasms
Hobbs, Gabriela , Bozkus, Cansu Cimen , Moshier, Erin , Dougherty, Mikaela , Bar‐Natan, Michal , Sandy, Lonette, Johnson, Kathryn, Foster, Julia, Som, Tina T., Marble, Hetal D. , Salama, Mohamed E. , Zubizarreta, Nicole , Wadleigh, Martha , Stone, Richard M. , Iancu‐Rubin, Camelia , Cimen Bozkus, Cansu , Marble, Hetal , Salama, Mohamed , Iancu-Rubin, Camelia , Mascarenhas, John , Hobbs, Gabriela S , Macrae, Molly, Jamal, Siraj M. El , Bhardwaj, Nina , Mascarenhas, John

Blood Advances | September 28, 2021 | Volume: 5 | Issue: 23 | Pages: 5086-5097

10.1182/bloodadvances.2021005491 Get It

Abstract Myelofibrosis (MF) is a clonal stem cell neoplasm characterized by abnormal JAK-STAT signaling, chronic inflammation, cytopenias, and risk of transformation to acute leukemia. Despite improvements in the therapeutic options for patients with MF, allogeneic hematopoietic stem cell transplantation remains the only curative treatment. We previously demonstrated multiple immunosuppressive mechanisms in patients with MF, including increased expression of programmed cell death protein 1 (PD-1) on T cells compared with healthy controls. Therefore, we conducted a multicenter, open-label, phase 2, single-arm study of pembrolizumab in patients with Dynamic International Prognostic Scoring System category of intermediate-2 or greater primary, post-essential thrombocythemia or post-polycythemia vera myelofibrosis that were ineligible for or were previously treated with ruxolitinib. The study followed a Simon 2-stage design and enrolled a total of 10 patients, 5 of whom had JAK2V617mutation, 2 had CALR mutation, and 6 had additional mutations. Most patients were previously treated with ruxolitinib. Pembrolizumab treatment was well tolerated, but there were no objective clinical responses, so the study closed after the first stage was completed. However, immune profiling by flow cytometry, T-cell receptor sequencing, and plasma proteomics demonstrated changes in the immune milieu of patients, which suggested improved T-cell responses that can potentially favor antitumor immunity. The fact that these changes were not reflected in a clinical response strongly suggests that combination immunotherapeutic approaches rather than monotherapy may be necessary to reverse the multifactorial mechanisms of immune suppression in myeloproliferative neoplasms. This trial was registered at www.clinicaltrials.gov as #NCT03065400.
A phase 4 study to evaluate outpatient blinatumomab in patients with minimal/measurable residual disease (MRD) positivity (+) of B-cell precursor acute lymphoblastic leukemia (BCP-ALL).
Khan, Sharif S., Mori, Shahram , Jeyakumar, Deepa , Keng, Michael , Bar‐Natan, Michal , Gundabolu, Krishna , O’Dwyer, Kristen M. , Rodriguez, Tulio E. , Stein, Anthony S. , Oliai, Caspian , McCann, Christopher , Zaman, Faraz , Gordon, Paul, Murthy, Hemant S. , O'Dwyer, Kristin , Stock, Wendy , Oliai, Caspian H , Zugmaier, Gerhard , Gordon, Paul, Pardee, Timothy S.

Journal of Clinical Oncology | June 2, 2021 | Volume: 39 | Issue: 15_suppl | Pages: TPS7051-TPS7051

10.1200/jco.2021.39.15_suppl.tps7051 Get It

TPS7051 Background: The prognosis for adults with relapsed or refractory BCP-ALL is poor. MRD+ is the strongest predictor of relapse. Blinatumomab, a CD3/CD19-directed BiTE® (bispecific T-cell engager) molecule, is an effective treatment for patients with MRD+.1 Blinatumomab is administered as a continuous intravenous infusion (cIV) 28 days per cycle. Severe adverse events (AEs) such as cytokine release syndrome (CRS) and neurologic toxicity (NT) may occur; thus, hospitalization is recommended for the first 3 days of cycle 1 and the first 2 days of cycle 2 for MRD+ patients. However, the incidence of severe AEs is low in MRD+ BCP-ALL patients (CRS: 2%, NT: 13%).1 We believe that with the use of effective digital monitoring devices, blinatumomab can be safely administered for the entire 28-day cIV cycle as an outpatient. Methods: Adult patients (n = 45) with BCP-ALL in complete remission and MRD+ (≥0.1% blasts) are being enrolled at 25 planned treatment sites, endpoint: grade ≥3 AE during monitoring (Amgen NCT04506086). Patient suitability for blinatumomab and outpatient monitoring is established. Patients will receive 2-4 cycles of blinatumomab. Cycles are initiated in the outpatient setting, digital monitoring devices activated and attached, and patients sent home. Once home, patients set up the home hub and real-time remote data transfer to the healthcare professional (HCP) begins. The devices are worn continuously, 24 hours a day for the first 3 days of cycle 1 and the first 2 days of cycle 2 only. Devices: Current Health’s Wearable Monitoring System (CHWMS) is an FDA-cleared platform for wireless and wearable health monitoring of patients at home. The CHWMS provides continuous oxygen saturation, respiratory rate, and heart rate; an axillary temperature sensor is worn and provides continuous temperature. Patients manually measure blood pressure every 3-6 hours around the clock. Patients have an integrated mobile device (tablet) to initiate contact with the HCP if needed. HCP/designee has a mobile device (smart phone) and receives vital signs as a constant live feed transmitted from the CHWMS device. The CHWMS platform generates a loud audible alert based on pre-specified vital sign alarming thresholds or if there is an interruption in data transfer. HCP may initiate direct audio and video contact with the patient, assess the patient’s condition, and make an appropriate intervention. HCP may also initiate patient contact in the absence of an alert. Patients are required to have a caregiver present during the entire period of outpatient monitoring. Patients have a full set of replacement devices as well as a 24/7 hotline for device support. Trial enrollment is underway. This study may generate feasibility data on the effectiveness of home monitoring during blinatumomab infusion in patients with MRD+ BCP-ALL. 1Gökbuget, Blood, 2018. Clinical trial information: NCT04506086.
Significance of Abnormalities of PPM1D in Myeloproliferative Neoplasms
Bar‐Natan, Michal , Fruchtman, Harry , Farnoud, Noushin , Lü, Min , Rampal, Raajit K. , Marcellino, Bridget K. , Tripodi, Joseph , Kosiorek, Heidi , Dueck, Amylou C. , Mascarenhas, John , Najfeld, Vesna , Hoffman, Ronald

Blood | November 14, 2019 | Volume: 134 | Issue: Supplement_1 | Pages: 4207-4207

10.1182/blood-2019-129565 Get It

The TP53 pathway has been shown to be dysregulated in myeloproliferative neoplasms (MPN) through several different mechanisms, including TP53 mutations, TP53 deletions and Murine Double Minute 2 (MDM2) overexpression. Downregulation of the TP53 pathway likely plays a role in MPN progression as evidenced by the association of TP53 loss of heterozygosity with transformation to acute leukemia and the presence of inactivating mutations of TP53 found in a proportion of MPN-blast phase (MPN-BP) cases (Kubesova et al, Leukemia. 2018;32(2):450-61). Furthermore, MDM2 inhibition induces TP53 pathway upregulation and consequent targeting of hematopoietic stem and progenitor cells in polycythemia vera (PV) and myelofibrosis (MF). The MDM2 inhibitor, idasanutlin, has shown activity in a Phase I trial of high-risk PV patients (Mascarenhas et al. Blood. 2019 Jun 5). An additional regulator of TP53 is protein phosphatase, Mg2+/Mn2+ dependent 1D (PPM1D) which by dephosphorylating TP53 and stabilizing MDM2 regulates the DNA damage response pathway and apoptosis. Somatic activating mutations of PPM1D are present in both solid and hematologic malignancies and are specifically associated with therapy-related myeloid disorders (Hsu et al. Cell Stem Cell. 2018 Nov 1;23(5):700-13). Grinfeld et al. (N Engl J Med. 2018 Oct 11;379(15):1416-30) recently reported that in their genomic analysis of 2035 MPN patients, PPM1D was the eighth most common mutated gene in MPNs at 1.9% frequency. To determine whether there was an association of PPM1D mutations with MPNs we analyzed the genomic data of patients who participated in several clinical trials executed by the Myeloproliferative Neoplasm Research Consortium (MPN-RC). Of 89 MPN-BP patients, 5 patients harbored a PPM1D mutation with a median variant allele frequency (VAF) of 17%. In comparison, 4 out of 135 high risk PV and ET patients harbored a PPM1D mutation with a median VAF of 24%. All mutations were truncating which is consistent with previous reports of PPMID mutations in malignancies. The PPM1D gene is located on the long arm of chromosome 17 (17q23.2) and we hypothesized that cytogenetic aberrations involving this gene locus might also contribute to abnormalities of PPM1D function. Through analysis of our cytogenetic database, 16/1,124 (1.4%) MPN patients were found to have cytogenomic abnormalities involving the region containing the PPM1D gene. Eight of these patients had karyotypic abnormalities, including 3 pts with isochromosome 17q resulting in a gain of 17q and a loss of 17p, including the TP53 gene. The other 4 patients had structural variations of 17q which might lead to aberrant expression of PPM1D. One patient by FISH analysis had gain of 17q. Ten patients had cytogenomic aberrations of 17q detected through analysis of array comparative genomic hybridization and single nucleotide polymorphism (aCGH+SNP), 2 of which had concurrent karyotypic abnormalities of 17q. All patients had a gain or copy neutral loss of heterozygosity (cnLOH) of the 17q22-24.2 region. CnLOH of this region could lead to aberrant overexpression of the PPM1D gene. One of the 8 patients with cnLOH of 17q harbored a PPM1D mutation. Of the 16 patients with 17q cytogenomic abnormalities, 7 (44%) had MPN-BP and 7 (44%) patients had ET or ET that progressed to myelofibrosis (MF) or MPN-BP indicating an association of these abnormalities with advanced disease. By quantitative real time-PCR we determined the PPM1D transcript levels in mononuclear cells from 31 MPN patients without known PPM1D mutations (7 polycythemia vera (PV), 6 ET, 14 MF, 4 MPN-BP) and compared the transcript levels to mononuclear cells from healthy control patients. Forty-two percent (13/31) patients had overexpression of PPM1D (>1.5 fold increase range). Fold increase ranged from 1.5-8 and overexpression was present in the following diagnoses: 4/7 PV, 1/6 ET, 8/14 MF and 0/4 MPN-BP. We have provided evidence that a number of abnormalities of PPM1D including activating mutations, cytogenetic aberrations and transcript overexpression are present in a significant proportion of MPN patients. These abnormalities in PPM1D can be additional events that lead to the downregulation of TP53 and contribute to MPN disease progression. We propose that inhibitors of PPM1D may be used in combination with other drugs that upregulate TP53 to treat MPN patients. Disclosures Rampal: Constellation, Incyte, and Stemline Therapeutics: Research Funding; Agios, Apexx, Blueprint Medicines, Celgene, Constellation, and Jazz: Consultancy. Mascarenhas:CTI Biopharma: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Celgene: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Merck: Research Funding; Roche: Consultancy, Research Funding; Incyte: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Novartis: Research Funding; Pharmaessentia: Consultancy, Membership on an entity's Board of Directors or advisory committees; Janssen: Research Funding; Promedior: Research Funding; Merus: Research Funding. Hoffman:Merus: Research Funding.