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Wang, Tzu‐Fei

https://orcid.org/0000-0003-2407-9000

Mayo Clinic

University of Ottawa

Citations 5

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.
Risk of pulmonary emboli after removal of an upper extremity central catheter associated with a deep vein thrombosis
Houghton, Damon E. , Billett, Henny H., Gaddh, Manila , Onadeko, Oluwatomiloba , George, Gemlyn , Wang, Tzu‐Fei , Oo, Thein Hlaing , Feng, Mingen, Dasgupta, Mahua , Streiff, Michael B. , Simpson, Pippa , Gali, Radhika, Billett, Henny Heisler , Oo, Thein H , Streiff, Michael B , Baumann Kreuziger, Lisa , Houghton, Damon E , Jaglal, Michael Vishal , Kreuziger, Lisa Baumann

Blood Advances | July 15, 2021 | Volume: 5 | Issue: 14 | Pages: 2807-2812

10.1182/bloodadvances.2021004698 Get It

Abstract Standard treatment of catheter-associated upper extremity deep vein thrombosis (UE-DVT) is anticoagulation, although catheters are often removed for this indication. The optimal time for catheter removal and whether the act and/or timing of catheter removal is associated with pulmonary embolism (PE) remain unknown. A retrospective cohort study was performed at 8 participating institutions through the Venous thromboEmbolism Network US. Patients with hematologic malignancies and central venous catheter (CVC)–associated UE-DVT were included from 1 January 2010 through 31 December 2016. The primary outcome was objectively confirmed PE within 7 days of UE-DVT diagnosis in anticoagulated patients comparing early (≤48 hours) vs delayed (>48 hours) catheter removal. A total of 626 patients were included, among whom 480 were treated with anticoagulation. Among anticoagulated patients, 255 underwent early CVC removal, while 225 had delayed or no CVC removal; 146 patients received no anticoagulation, among whom 116 underwent CVC removal alone. PE within 7 days occurred in 2 patients (0.78%) with early removal compared with 1 patient (0.44%) with delayed or no CVC removal (P > .9). PE or any cause of death within 7 days occurred in 3 patients in both the early removal (1.18%) and delayed/no removal (1.33%) groups (P > .9). In patients treated with CVC removal only (no anticoagulation), there were no PEs but 3 deaths within 7 days. In patients with hematological malignancy and CVC-associated UE-DVT, early removal of CVCs was not associated with an increased risk of PE compared with delayed or no removal.
Optimal Timing for Removal of an Upper Extremity Central Catheter When Associated with a Deep Vein Thrombosis: A Venous Thromboembolism Network US Multicenter Retrospective Cohort Study
Billett, Henny H., Gaddh, Manila , Onadeko, Oluwatomiloba , George, Gemlyn , Sun, Yuanyue, Feng, Mingen, Streiff, Michael B. , Simpson, Pippa , Gali, Radhika, Houghton, Damon E. , Wang, Tzu‐Fei , Oo, Thein Hlaing , Jaglal, Michael Vishal , Kreuziger, Lisa Baumann

Blood | February 14, 2020 | Volume: 134 | Issue: Supplement_1 | Pages: 325-325

10.1182/blood-2019-124139 Get It

Background: Standard treatment for catheter-associated upper extremity deep vein thrombosis (UEDVT) is anticoagulation. If catheter removal is otherwise indicated, it is unknown if catheter removal close to the time of initiation of anticoagulation is associated with a higher incidence of pulmonary embolization. Methods: A multicenter retrospective cohort study was performed at 8 participating institutions through the Venous thromboEmbolism Network US (VENUS). ICD-9/10 codes were used to identify patients with hematologic malignancies and upper extremity deep vein thrombosis (UEDVT) from 1/1/2010 through 12/31/2016. Identified patients underwent medical record review to verify diagnostic codes and determine if a catheter was associated with the upper extremity DVT and assess for outcomes. Patients were excluded if the UEDVT was not catheter provoked or if there were associated lower extremity DVT and/or pulmonary emboli. The anticoagulant start and finish date as well as the timing of the catheter removal, total follow up, and death were recorded. Patients started on anticoagulation at the time of their diagnosis were divided into two groups: 1) anticoagulation with delayed (> 48 hrs) or no catheter removal and 2) anticoagulation with early catheter removal (< 48 hrs). Outcomes were also assessed in patients with no anticoagulation initiation but catheter removal as the only treatment. The primary outcome was clinically identified pulmonary emboli within 7 days and the secondary outcome was pulmonary emboli or death from any cause within 7 days. Baseline characteristics were compared between groups using Χ2 for categorical variables, 2-tailed t-tests for continuous variables, and Wilcoxon rank-sum for nonparametric continuous variables. Fisher's exact test was used to evaluate the primary and secondary outcomes. Results: 663 patients with hematologic malignancies and isolated catheter-associated UEDVT underwent chart review. 512 patients were treated with anticoagulation of which 312 underwent early catheter removal while 200 had delayed or no catheter removal (Figure 1). 151 patients received no anticoagulation and 119 underwent catheter removal alone as the treatment for the DVT. Among patients who were treated with anticoagulation, the mean age was 52.6 years and 44% were male; age and sex did not differ between patients with early vs. delayed or no catheter removal (Table 1). Type of hematologic malignancy, type of central catheter, and DVT location were significantly different between groups. Patients with PICC lines were more likely to have early catheter removal (71% vs. 49%). The median platelet count was not significantly different among patients treated with anticoagulation, but was lower in patients treated with catheter removal only. Most patients were initially treated with low molecular weight heparins (LMWH) and anticoagulation treatment did not differ between groups. Pulmonary emboli within 7 days occurred in 2 patients (0.64%) with early catheter removal compared to 1 patient (0.5%) with delayed or no removal (p=1.0). Pulmonary emboli or any cause death within 7 days occurred in 3 patients (1.0%) with early removal compared to 3 patients (1.5%) with delayed or no removal (p=0.68). In patients treated with catheter removal only (no anticoagulation), there were no pulmonary emboli within 7 days and 3 deaths. All 3 patients with pulmonary emboli within 7 days had PICC lines and leukemia/MDS and the sites of most proximal DVT involvement were brachiocephalic veins (2 patients) and subclavian vein (1 patient). Conclusions: In patients with hematological malignancy and catheter-associated UEDVT, removal of catheters within 48 hours was not associated with increased risk of pulmonary emboli compared to delayed or no removal. Disclosures Billett: Albert Einstein College of Medicine: Patents & Royalties: Patent application pending for NETs AI software. Gaddh:Pfizer: Membership on an entity's Board of Directors or advisory committees; Celgene: Membership on an entity's Board of Directors or advisory committees; Hema Biologics: Membership on an entity's Board of Directors or advisory committees; Pharmacyclics LLC: Membership on an entity's Board of Directors or advisory committees. Oo:Medical Education Speakers Network: Honoraria; Janssen and Janssen: Other: Research: site co-investigator . Jaglal:NOVARTIS: Consultancy. Streiff:Janssen: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Daiichi-Sankyo: Consultancy, Honoraria; Bayer: Consultancy, Honoraria; Pfizer: Consultancy, Honoraria; Portola: Consultancy, Honoraria; Roche: Research Funding. Baumann Kreuziger:Vaccine Injury Compensation Program: Consultancy; CSL Behring: Consultancy.
Von Willebrand Disease Minimize Menorrhagia (VWDMin) Trial
Seaman, Craig D. , Gilligan, Diana M. , Philipp, Claire S. , Neff, Anne T., Kuriakose, Philip , Malec, Lynn , Pruthi, Rajiv K. , Majerus, Elaine M., Rodgers, George M. , Nance, Danielle , Hwang, Nina , Konkle, Barbara A. , Leavitt, Andrew D. , Lasky, Joseph L. , Singleton, Tammuella, Ivanco, Dana, Youm, Elynna, Koerbel, Glory, Rothenberger, Scott D. , Rubio, Doris M., Konkle, Barbara A , Ragni, Margaret V. , Sidonio, Robert Francis , Wang, Tzu‐Fei , Wheeler, Allison P. , Kulkarni, Roshni , Rubio, Doris McGartland

Blood | November 14, 2019 | Volume: 134 | Issue: Supplement_1 | Pages: 1130-1130

10.1182/blood-2019-124234 Get It

Background: Von Willebrand disease (VWD) is the most common inherited bleeding disorder, affecting 1% of the population, and characterized by deficient or defective von Willebrand factor (VWF). Among women with VWD, up to 80% have heavy menstrual bleeding (HMB), many of whom have depleted iron stores and iron deficiency anemia with reduced physical functioning, anxiety, depression, and poor quality of life. HMB is a serious problem causing significant health burden for those affected. The lack of effective therapies for menorrhagia is a major unmet healthcare need in women with VWD: in up to 30% desmopressin (DDAVP), combined oral contraceptives (COCs) hormones, or the recommended non-hormonal agent, tranexamic acid (Lysteda®, TA) may be ineffective or poorly tolerated. VWF concentrates, including plasma-derived VWF (pdVWF, Humate-P®) and recombinant VWF (rVWF, Vonvendi®) safely reduce bleeds in VWD, but few data exist on VWF use in menorrhagia, and no prospective trials are available to guide treatment. As rVWF has higher purity, potency, and a longer half-life than pdVWF, this phase III trial will compare rVWF with TA in reducing menorrhagia in women with type 1 VWD. Methods: This is an NHLBI-funded U01 phase III multicenter, prospective, randomized, crossover trial in to compare IV rVWF vs. po TA in reducing menorrhagia in type 1 VWD, clinicaltrials.gov, NCT02606045. Women with type 1 VWD, VWF:RCo<0.50 IU/dL and menorrhagia, defined as pictorial blood assessment chart score (PBAC)>100 in at least one of the last two cycles, are eligible. Exclusions include hypothyroidism, past thrombosis, and renal disease. Subjects are randomized to rVWF 40 IU/kg IV day 1 vs. TA 1300 mg po three times daily days 1-5 in each of two consecutive cycles. The order of treatment is determined by randomization: in Group 1, rVWF is given in cycles 1 and 2, and TA in cycles 3 and 4; while in Group 2, TA is given in cycles 1 and 2, and rVWF in cycles 3 and 4. A rescue dose day of rVWF 40 IU/kg may be given day 2 of cycles in which rVWF is given. The primary endpoint is a 40-point reduction in PBAC, a validated measure of menstrual loss, after 2 cycles. As rVWF is a greater burden (IV, cost), to show it is superior to TA, it should improve PBAC 40 points more from baseline than TA. Secondary endpoints are cycle severity, cycle length, QoL (SF-36, Ruta, CDC-HRQ0L-14, CES-D), and satisfaction survey. Treatment response will also be compared with VWF assays and VWF genotype. Safety is assessed by number of rescue doses, other bleeding, thrombosis, and allergic reaction. Our research hypothesis is that rVWF will be superior, producing a greater improvement, by at least 40 points, in PBAC, than TA. We also hypothesize that rVWF will be as safe, tolerable, and acceptable as TA, and that VWF assays and VWF genotype will predict response to treatment. A sample size of 60 (inflated to 66 for 5% attrition) will provide 84% power to detect a difference in improvement of 40 points between rVWF and TA. Analysis will be by intent-to-treat analyses, with a two-tailed alternative hypothesis with type 1 error rate of 0.05, a 4-period 2-group (AABB/BBAA) crossover design, and an estimated between-subject standard deviation (SD) of 63 points and within subject SD of 100 points. Results: A total of 442 potential subjects have been identified at 19 participating HTCs, of whom 33 (7.5%) are eligible, and 2 enrolled. The most common reason for ineligibility is use of an IUD (15.6%), COCs (9.4%), age <18 years (6.2%), pregnancy (6.2%), breastfeeding (6.2%), and VWF prophylaxis (3.1%). Nursing services have been contracted for weekend rVWF infusions. In-person site visits include hands-on web portal training, including a password-protected, FDA-validated data entry system, eSYSDM, use of real-time data form completion by tablet, infusion tracking and training, real-time cycle reporting, patient-training checklists, and protocol training and monitoring. Local gynecologists have been invited to refer potentially eligible patients. Discussion: In conclusion, rVWF is a high-purity VWF concentrate with a longer half-life than pdVWF. In this multicenter phase III trial, rVWF is being compared to the current non-hormonal standard, TA, to reduce menorrhagia in adult women with type 1 VWD. rVWF is safe and effective in prevention and treatment of bleeds, and this trial will determine if rVWF reduces menorrhagia to a degree sufficient to justify its IV route and cost. Disclosures Ragni: Sangamo: Research Funding; Alnylam/Sanofi: Consultancy, Research Funding; ICER: Consultancy; OPKO: Research Funding; Bioverativ/Sanofi: Consultancy, Research Funding; Bayer: Consultancy; Biomarin: Consultancy, Research Funding; Shire/Takeda: Consultancy, Other: Study drug; Spark Therapeutics: Consultancy, Research Funding. Seaman:Spark Therapeutics: Consultancy; Genentech: Consultancy; Bayer: Consultancy; Takeda: Consultancy. Sidonio:Novo Nordisk: Membership on an entity's Board of Directors or advisory committees; Genetech: Membership on an entity's Board of Directors or advisory committees, Research Funding; Takeda-Shire: Membership on an entity's Board of Directors or advisory committees, Research Funding; Bioverativ: Membership on an entity's Board of Directors or advisory committees, Research Funding; Grifols: Membership on an entity's Board of Directors or advisory committees, Research Funding; Uniqure: Membership on an entity's Board of Directors or advisory committees; Kedrion: Research Funding; Octapharma: Membership on an entity's Board of Directors or advisory committees, Research Funding; Biomarin: Membership on an entity's Board of Directors or advisory committees. Kuriakose:Alexion: Consultancy, Honoraria, Speakers Bureau; Bayer: Consultancy. Malec:Hemostasis and Thrombosis Research Society: Membership on an entity's Board of Directors or advisory committees; Spark: Honoraria; Sanofi: Consultancy, Honoraria, Speakers Bureau; Bayer: Honoraria; CSL: Honoraria. Rodgers:AstraZeneca: Consultancy; Sanofi: Consultancy; Novartis: Consultancy; Octapharma: Consultancy; Pfizer: Consultancy. Wheeler:Shire: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novo Nordisk: Honoraria, Membership on an entity's Board of Directors or advisory committees; Octapharma: Honoraria, Membership on an entity's Board of Directors or advisory committees.