Infection-related mortality after HLA-identical and haploidentical hematopoietic cell transplantation using reduced-intensity conditioning in an outpatient setting.

BACKGROUND: Despite the improvements in supportive care for allogeneic-hematopoietic cell transplantation (allo-HCT) recipients, infectious complications and infection-related mortality (IRM) continue to be a major issue for transplantation centers. METHODS: We herein report the infectious complications and IRM of 107 and 89 patients that underwent haploidentical (haplo-HCT) or HLA-identical HCT at a tertiary referral center during 2013-2020. Patients in the haplo-HCT group received post-transplant cyclophosphamide (PT-Cy), and all received reduced-intensity conditioning regimens. RESULTS: More haplo-HCT recipients presented severe infections in the pre-engraftment period (22.4% vs. 6.7%, p = 0.003). Viral (14.9% vs. 4.5%, p = 0.016) and fungal (12.1% vs. 1.1%, p = 0.003) etiologies were more common in this period in this group. The 100-day and 2-year cumulative incidence of IRM was 15% and 21% for the haplo-HCT and 5.6% and 17% for the HLA-identical group; no significant differences were observed between the groups. Fungal pathogens mainly contributed to IRM (33.3%). Infections were the most common cause of mortality (40/81, 49.4%). There were significant differences in donor/recipient CMV serostatus between transplant groups (0.002). CONCLUSIONS: No differences in IRM were observed based on allo-HCT type, with more haplo-HCT patients suffering from severe infections in the pre-engraftment period. Studies to assess future prevention, diagnostic, and treatment strategies to reduce IRM are warranted.

Hematopoietic stem cell transplantation for uncommon immune-mediated neurological disorders: A literature review.

BACKGROUND: Chronic inflammatory demyelinating polyneuropathy (CIDP), stiff-person syndrome (SPS), neuromyelitis optica spectrum disorders (NMOSD) and severe refractory myasthenia gravis (MG) are immune-mediated neurological diseases that severely affect patients' functionality and quality of life, with a considerable percentage undergoing relapse or not responding to conventional treatment options. Autologous hematopoietic stem cell transplantation (auto-HSCT) has emerged as a potential second-line treatment alternative. METHODS: We performed a literature review in PubMed/Medline, EMBASE, Web of Science and Cochrane Library from inception to September 2021 of reported cases and studies of CIDP, SPS, NMOSD and MG that underwent HSCT as a treatment option. RESULTS: A total of 173 patients who underwent HSCT were found, including 32 patients described in case reports and 60 in a phase 2 clinical trial with CIDP, 29 patients with SPS, 42 patients with NMOSD and 10 patients with refractory MG. Complete remission was documented in 68/92 patients with CIDP, 13/29 with SPS and 10/10 with MG. From the NMOSD cases, 24/42 were relapse-free at last follow-up, with 13/33 having negative anti-AQ4 antibodies after HSCT. From all the included studies, only 8/173 patients received an allogeneic HSCT, 4/8 after a failed auto-HSCT. All showed clinical improvement and disease remission. CONCLUSION: HSCT has the potential to induce long-term remission in patients with CIDP, NMOSD, SPS or MG with adequate safety and tolerability. Collaboration between centers is needed to implement larger, homogeneous prospective studies, focusing on immunological correlates of favorable long-term response.

A high transfusion burden following an ambulatory-allogeneic hematopoietic cell transplantation using reduced-intensity conditioning is associated with adverse outcomes.

OBJECTIVES: Ambulatory allogeneic hematopoietic cell transplantation (allo-HCT) after reduced-intensity conditioning (RIC) is a cost-effective option for hematology patients. Data on the impact of transfusion burden in this setting are scarce; we analyzed this retrospectively. METHODS: A study of 177 HLA-identical and haploidentical allo-HCT recipients on an outpatient basis was conducted between 2013 and 2019. Packed red blood cell (PRBC) and platelet transfusions were documented from days 0-100 after HCT. RESULTS: A total of 121 patients (68.4%) required transfusion while 56 (31.6%) did not. In the multivariate analysis, a lower disease-free (DFS) and overall survival (OS) were documented for patients that received ≥9 total blood products (p = 0.018) (p = 0.014), those who required hospitalization (p = 0.001) (p < 0.001), had acute graft-versus-host disease (p = 0.016) (p = 0.004), and a high/very high Disease-Risk-Index (p = 0.002; p = 0.004), respectively. Transfusion of ≥5 PRBC units was associated with a lower OS (p = 0.027). The cumulative incidence of transplant-related mortality at two years for an HLA-identical transplant was 9.5% and for haploidentical, it was 27.1% (p = 0.027); this last group had significantly more transfusion demands than HLA-identical recipients (p = 0.029). CONCLUSION: Increased blood product utilization is an independent predictor of decreased survival in ambulatory RIC allo-HCT recipients. Further evidence leading to individualized guidelines to transfuse in this complex scenario is needed.

Performance of serum procalcitonin as a biochemical predictor of death in hematology patients with febrile neutropenia.

INTRODUCTION: Historically, the measurement of serum procalcitonin (PCT) levels in patients with leukopenia has been rejected without sufficient prospective evidence to justify this argument. On the other hand, the accumulated use of broad spectrum antibiotics in these patients and their consequences make the use of PCT attractive in an effort to reduce its use. PATIENTS AND METHODS: We conducted a prospective study between 2016 and 2018, recruiting newly diagnosed FN patients, evaluating them with PCT levels during the first 24 h. After this we evaluate them with overall survival throughout the follow-up. RESULTS: A total of 81 episodes of FN in 72 patients were included. We report a mortality of 27.2% in our cohort. The mean serum PCT in these patients was 4.01 ng/mL compared to 0.42 ng/mL in the survivors group (p < 0.01). Using ROC curves, we determined a cut-off point to predict septic shock/death at 0.46 ng/mL. Patients with a procalcitonin >0.46 ng/mL had an increased risk of death, with a HR of 4.43, (p = 0.048). CONCLUSION: In conclusion, in our trial a single PCT on admission at a cut-off value of 0.46 ng/mL was able to predict the occurrence of septic shock and death in FN patients.

Outcomes of second hematopoietic stem cell transplantation using reduced-intensity conditioning in an outpatient setting.

Relapse and graft failure after autologous (auto) or allogeneic (allo) hematopoietic stem cell transplantation (HSCT) are serious and frequently fatal events. A second HSCT can be a life-saving alternative, however, information on the results of such intervention in an outpatient setting is limited. Outpatient second hematoprogenitors transplant after reduced-intensity conditioning (RIC) at a single academic center was analyzed. Twenty-seven consecutive adults who received an allo-HSCT after an initial auto- or allo-HSCT from 2006 to 2019 were included. Data were compared using the χ2 -test. Survival analysis using Kaplan-Meier and Cox proportional hazard models was performed; cumulative incidence estimation of transplant-related mortality (TRM) was assessed. Hodgkin lymphoma was the most frequent diagnosis for the group with a first auto-HSCT with 5/12 (41.7%) cases, and acute myeloid leukemia for those with a first allo-HSCT with 6/15 (40%). One-year overall survival and disease-free survival (DFS) was 66.7% (95% CI 27.2-88.2) and 59% (95% CI 16-86) for 12 patients with a first auto-HSCT; and for 15 patients with a first allo-HSCT, it was 43.3% (95% CI 17.9-66.5) and 36% (95% CI 13.2-59.9), respectively. Eight (29.6%) patients died of TRM and the cumulative incidence of TRM at 1 year was 22% (95% CI 8.6-39.27). Chronic graft-versus-host disease and late (>10 months) second transplantation were protective factors for longer survival. Neutropenic fever was more common in the group with a first allo-HSCT (p = 0.01). In conclusion, outpatient second allo-HSCT using RIC after auto- or allografting failure or relapse is feasible and offers a reasonable alternative for patients with severe life-threatening hematological diseases.

Increased blood transfusion after outpatient autologous transplantation with reduced intensity conditioning for hematological malignancies predicts worse outcomes.

Transfusion has a recognized immunomodulatory effect, and its role on the outcomes after an ambulatory autologous hematopoietic stem cell transplantation (auto-HSCT) following reduced intensity conditioning (RIC) has not been documented. A study to assess factors associated with the number of packed red blood cells (PRBCs) and platelet units transfused and their impact on survival rates of auto-HSCT recipients after RIC was conducted between 2013 and 2019. Transfusions were recorded from days 0 to 100. Of the 130 patients studied, seventy (53.9%) required transfusion support. The median number of PRBC transfused was 2 (range 1-20), and for platelets, it was also 2 units (range 1-19). Infused CD34 + cells/kg, pre-transplant CMV status, and relapse/progression were significantly associated with the number of PRBC units transfused and sex, infused CD34 + cells/kg, and pre-transplant CMV status with the number of platelet units transfused. In multivariate analysis, a high/very high Disease Risk Index (P = .001) (P = .001) and transfusion of ≥ 5 total blood products (P = .001) (P = .010) were associated with decreased disease-free and overall survival. Two-year cumulative incidence of relapse was 50% for transfused patients vs. 34% for those not transfused (P = .009). These data suggest that the transfusion burden and its interplay with other patient and transplant-related factors could be associated with inferior auto-HSCT outcomes.

Audit of red blood cell transfusion in patients with acute leukemia at a tertiary care university hospital.

BACKGROUND: Red blood cell (RBC) transfusion support is essential in patients with acute leukemia (AL). A restrictive RBC transfusion approach is assumed to be safe for most individuals with AL. The aim of this audit was to assess RBC transfusion appropriateness in AL patients at an academic center. STUDY DESIGN AND METHODS: RBC transfusions in acute lymphoblastic leukemia and acute myeloid leukemia patients of all ages between January 1, 2013, and March 31, 2019, were analyzed for adherence to evidence-based criteria. Transfusion appropriateness was compared among ordering specialties, patient locations, and hematologic diagnoses. Pretransfusion hemoglobin was compared between categories. Overtransfusion rates were also analyzed. Descriptive statistics and categorical and numerical tests were employed to determine statistical significance. RESULTS: A total of 510 RBC transfusions were received by 133 AL patients in the departments of internal medicine, hematology, and pediatrics. Overall, 84.5% were appropriate according to established criteria. Internal medicine was the ordering department with the highest rate of appropriateness (88.1%). The outpatient clinic was the location with the highest adherence (85.9%), whereas the intensive care unit had the lowest (70%; p = 0.03). The reasons for most appropriate and inappropriate transfusions were asymptomatic anemia with a hemoglobin below (60.6%) or above (69.6%) 7 g/dL in patients without cardiac disease, respectively. Overtransfusion was present in 22% of episodes. CONCLUSION: RBC transfusion in AL patients reflected good adherence to guidelines. However, continuing education in transfusion medicine and prospective chart auditing are needed to improve adherence to established guidelines.

Treatment outcomes and chronicity predictors for primary immune thrombocytopenia: 10-year data from an academic center.

Primary immune thrombocytopenia (ITP) is an intriguing autoimmune disease characterized by autoantibodies against platelets and megakaryocytes. Clinical outcomes, response to treatment, and chronicity predictors were investigated. Patients with newly diagnosed primary ITP treated at a hematology referral center from 2008 to 2018 with complete medical and recent medication history were stratified by age as children < 16 years and adults > 16 years. Responses to treatment including steroids, splenectomy, rituximab, and eltrombopag were classified as response (R) and complete (CR). Factors for developing chronic ITP were determined by multiple regression with uni- and multivariate analysis. p < 0.05 was considered significant. A total of 175 patients were included, 52 children and 123 adults; women predominated with 57.7%. Response to first-line treatment in the whole cohort was 86.18%, CR 43.42% and R 42.76%. The initial response to steroids alone was 83.9% (n = 52/62), rituximab plus high-dose dexamethasone (HDD) 87.2% (n = 34/39), eltrombopag plus HDD 90.9% (n = 10/11), and children receiving IVIG alone 100% (n = 8/8); 9 children were under clinical observation and achieved spontaneous response; loss of response was documented in 15.21% children and 28.3% adults with a median time of 15.95 and 4.07 months respectively; 37.39% of adults and 30.76% of children progressed to a chronic course. Platelets ≥ 20 × 109/L and age ≥ 6 years were risk factors for chronic ITP in the univariate analysis in the adult and children groups, respectively. Clinical course and treatment outcomes for ITP are considerably heterogeneous. Higher platelet counts at diagnosis in adults and age ≥ 6 years in children were associated with an increased risk of chronicity.

Cyclosporine A for the Prevention of Ocular Graft versus Host Disease in Allogeneic Hematopoietic Stem Cell Transplant Recipients Is Safe and Feasible.

PURPOSE: To evaluate the safety and efficacy of ocular cyclosporine in the prevention of the development of ocular graft versus host disease (oGVHD) in patients undergoing allogeneic hematopoietic stem cell transplantation (AHSCT) in comparison with historic data. DESIGN: We developed a longitudinal, observational, prospective nonrandomized study. We evaluated the feasibility of prophylactic use of topical cyclosporine A (CsA) to prevent or decrease the incidence of oGVHD and compared this with historic data. METHODS: Patients undergoing AHSCT were treated with prophylactic topical CsA for 12 months after engraftment, followed by serial ophthalmic evaluations, including the Schirmer test. RESULTS: Twenty patients were included. No serious adverse effects were reported. Poor adherence was documented in 15% of patients. In spite of observing extra-ocular GVHD (acute and chronic GVHD incidence of 50 and 45%, respectively), only 1 in 20 patients developed oGVHD over the 20-month follow-up for the entire cohort. No statistically significant difference was observed in the incidence of oGVHD when compared to a historical cohort. CONCLUSIONS: Topical CsA as a prophylactic measure for oGVHD, administered over a period of 1 year after grafting, is safe and feasible and may decrease the incidence of ophthalmic manifestations of GVHD. These findings must be confirmed in a randomized trial.

Reduced-dose plerixafor as a mobilization strategy in autologous hematopoietic cell transplantation: a proof of concept study.

BACKGROUND: Autologous stem cell transplantation (ASCT) is an effective treatment for patients with relapsing myeloma or lymphoma, diseases associated with unsuccessful peripheral blood stem cell (PBSC) collection. Plerixafor is a potent mobilizing agent, allowing more CD34+ cells to be obtained; however, the main obstacle for its use is its high cost. Our aim was to demonstrate that of the use of reduced doses of plerixafor (RD-plerixafor) can be sufficient to collect at least 2 × 106 /Kg CD34+ PBSC in patients with multiple myeloma (MM) or lymphoma undergoing ASCT. STUDY DESIGN AND METHODS: Twenty patients were mobilized with filgrastim (10 µg/kg/4 days) plus a single dose of plerixafor 0.12 mg/kg in Day 4. Apheresis collection was performed on Day 5. One vial of plerixafor was used for two patients. Clinicaltrials.gov NCT03244930. RESULTS: Cell mobilization and collection was successful in 85% of patients (≥2 × 106 CD34+ cells per kilogram). The median collected CD34+ cell count was 4.62 × 106 /kg (range, 1.27-24.5). A 4.1-fold-increase in the median CD34+ PBSC pre-count was observed (from 10.4/µl to 42.4/µl) after RD-plerixafor administration. Seven patients had mild to moderate adverse events. CONCLUSION: RD-plerixafor is an effective, safe, and affordable strategy to ensure adequate PBSC mobilization in patients with MM or lymphoma who undergo ASCT.

Impact of the affordability of novel agents in patients with multiple myeloma: Real-world data of current clinical practice in Mexico.

BACKGROUND: The treatment of multiple myeloma (MM) has become costly and difficult to access for patients living in low-income to middle-income countries. METHODS: The current retrospective study included 148 patients in Mexico with newly diagnosed MM, and was performed to compare the outcomes of patients with and without access to novel agents. The records of 77 patients admitted to a public hospital (PubC) and 71 patients cared for within private health systems (PrivC) from November 2007 to July 2016 were reviewed. RESULTS: Compared with those treated in PrivC, patients receiving care at PubC were more likely to be diagnosed with advanced disease. A thalidomide-based regimen was the most common induction treatment used at PubC, whereas a bortezomib-based regimen was used most often in PrivC. The median follow-up was 41 months. Patients in PrivC demonstrated better response rates and survival; 65% of patients treated in PrivC versus 41% treated at PubC achieved a very good partial response or better (P = .005). The median progression-free survival and median overall survival were 23 months and 51 months, respectively, for patients treated at PubC and 41 months and 79 months, respectively, for those treated in PrivC (P<.001). More patients underwent autologous stem cell transplantation in PrivC. When adjustments were made for covariates, patients treated at PubC experienced a higher risk of death compared with patients receiving care in PrivC (hazard ratio, 2.0; 95% confidence interval, 1.0-4.3 [P = .04]). CONCLUSIONS: Stage at diagnosis, induction regimen, and autologous stem cell transplantation were found to be contributors to survival disparities between patients with MM treated at PubC compared with PrivC in Mexico. These findings underscore the need to improve access to novel agents and stem cell transplantation in public health systems. Cancer 2018;124:1946-53. © 2018 American Cancer Society.

Clinical presentation in thrombotic thrombocytopenic purpura: Real-world data from two Mexican institutions.

BACKGROUND: Thrombotic thrombocytopenic purpura (TTP) is a hematologic disease that can be fatal if not treated early. We aimed to describe the clinical characteristics of Mexican patients with idiopathic TTP. STUDY DESIGN AND METHODS: We conducted a retrospective study, including all adult patients diagnosed with idiopathic TTP from 2011 to 2017 in two Mexican centers. We further compared our results with the published literature. RESULTS: Twenty patients were included; 70% were female, with a median age of 38.5 years at diagnosis (range 16-63). The median time from onset of symptoms to hospital admission was 1.5 days (range 0-16). Most patients (85%) presented with at least one systemic manifestation at admission (including fever) and 90% had neurological symptoms, most of them major (70%) including loss of consciousness, transient focal abnormalities, headache, and confusion. Only one patient (5%) had the classical pentad at the time of admission. Kidney failure was present in 25% of patients and hemorrhagic symptoms in 60%. Digestive and cardiorespiratory symptoms were less common (45% and 15%, respectively). Median platelet count and lactate dehydrogenase were 10 500/µL and 1319 IU/L, respectively. Eighty percent of patients achieved remission following treatment. Patients admitted within the first 48 hours (after the onset of symptoms) tended to have better overall survival. CONCLUSION: Clinical presentation in Mexican TTP patients is similar to that in other countries. Early admission and a high suspicion for the disease will avoid delays in the initial work-up and initiation of therapy, further improving prognosis.

TNF-α increases in the CSF of children with acute lymphoblastic leukemia before CNS relapse.

There is scarce information regarding the concentration of cytokines in cerebrospinal fluid (CSF) of children with acute lymphoblastic leukemia (ALL) and their clinical association with CNS status. A prospective analysis of 40 patients <18years with newly diagnosed ALL was performed. Human cytokine magnetic bead panel assay values of IL-2, IL-4, IL-6, IL-8, IL-10, MCP-1, TNF-α in CSF at diagnosis, end of induction to remission, and 6months after diagnosis were determined. IL-6 and MCP-1 values showed a significant increment at the end of induction. From the whole group 4 (10.0%), patients relapsed to the CNS at a median of 11.48months. A significantly higher value of TNF-α at third determination in these CNS-relapsed patients was documented, 7.48 vs. 2.86pg/mL in 36 children without relapse (p=0.024). TNF-α concentration increased at a median 5.48months before CNS relapse. By receiver-operating characteristic curve (ROC) analysis, the best cut-off point of TNF-α concentration that better predicted CNS relapse was ≥1.79pg/mL. In conclusion an increase in TNF-α concentration on CSF preceded CNS relapse in children with ALL. An increase in MCP-1 and IL-6 was not associated to CNS relapse and appears to result from an inflammatory response after IT injection of chemotherapy.

Altered CSF cytokine network in amyotrophic lateral sclerosis patients: A pathway-based statistical analysis.

INTRODUCTION: Increased cytokine expression is a prominent finding in amyotrophic lateral sclerosis (ALS). Due to their interdependence and pleiotropism, interpretation of CSF concentrations of a single cytokine is challenging. We describe a cytokine analysis in ALS patients using a pathway-based statistical method to identify changes in the whole cytokine network. METHODS: We analyzed 19 cytokines in CSF of ALS patients and controls. An equality of concentration matrices was conducted that allowed us to evaluate disturbances in the relationship of cytokines between controls and ALS patients with less and more than 12months of disease length. MANOVA assessed differences in cytokines and interdependence was compared by partial correlations among specific pairs of cytokines. RESULTS: Seventy-seven ALS patients and 13 control subjects were included. Significant differences were identified in the cytokine pathway between controls and ALS patients with less (p<0.0001) and more than 12months of disease length (p<0.0001), and between ALS patients with less than 12months and those with more than 12months (p=0.0058). In ALS patients with a shorter disease length, IL4 and IL6 were negatively correlated (-0.3571), whereas in ALS>12months, a positive correlation was detected (0.4080). CONCLUSIONS: The pathway-based statistical method revealed remarkable variations in the whole cytokine pathway in ALS patients and controls. Cytokine-network changes and the positive correlation between IL4 and IL6 were related to disease length; these variations might explain the deleterious immunological effects on motor neurons. A further analysis using this method is needed to confirm the exact interaction among cytokines in ALS.

The prognostic significance of serum XCL1 concentration in patients with acute lymphoblastic leukemia: a pilot study.

There is no information about XCL1 in patients with acute lymphoblastic leukemia (ALL). The objective of this study was to correlate the serum levels of XCL1 and survival in ALL patients. Only ALL patients older than 12 months were considered to participate. Serum XCL1 was measured at diagnosis, end of remission induction, and end of consolidation. Thirty-three ALL patients with median age of 21 years (1-78) were included. Higher XCL1 level (above 50 pg/mL) at ALL diagnosis correlated with higher survival (p = 0.038), whereas XCL1 level at end of induction and consolidation had no significant correlation. Concerning the behavior of serum XCL1 during treatment, higher survival at 5 years was observed in the group with progressively decreased levels of XCL1 (70%) than those with progressively increasing (29%) or no detectable XCL1 (14%). In conclusion, higher serum XCL1 levels at diagnosis and their progressive decline throughout chemotherapy could be correlated with higher survival.

Hospitalization rate and costs in acute lymphoblastic leukemia of childhood in a low-income group: Financial impact in Northeast Mexico.

BACKGROUND: Acute lymphoblastic leukemia (ALL) is one of the main and most expensive and prolonged causes of hospitalization for childhood cancer. We describe the hospitalization rate and its costs for an open population with ALL in a low-middle income country. PROCEDURE: We retrospectively analyzed 449 hospital admissions for 101 pediatric patients with ALL over 8 years. Clinical files and electronic databases were scrutinized to document causes, duration, readmission rate, costs, and outcome of each admission. Hospitalizations were divided into two categories: general pediatric ward and pediatric intensive care unit (PICU). Hospitalization rates and its costs per patient were estimated considering person-time at risk. RESULTS: Patients had an admission rate of 2.09 hospitalizations per patient-year and median length of stay per admission was 5 days. Most admissions occurred during the first 2 years from diagnosis. Mean cost per day was 239 US dollars (USD) and mean cost per stay was 2,246 USD versus 1,016 and 19,004 USD (P = 0.001) in the PICU, respectively. Total hospitalization cost per patient per year (PPPY) was 5,991 USD for high-risk patients and 3,038 USD for standard-risk patients. Patients between ages 1 and 9 years had a PPPY cost of $4,057; while for children younger than 1 year or older than 9 years, it was 7,463 USD. The popular medical insurance program covered 70% of hospitalizations and 63% of its total cost; patients contributed 2%, with the hospital absorbing 35%. CONCLUSIONS: Hospitalizations for children with ALL were less expensive than in high-income countries but had a significant cost to low-income families and to the healthcare system.

Plateletpheresis efficiency and mathematical correction of software-derived platelet yield prediction: A linear regression and ROC modeling approach.

BACKGROUND: Advances in automated cell separators have improved the efficiency of plateletpheresis and the possibility of obtaining double products (DP). We assessed cell processor accuracy of predicted platelet (PLT) yields with the goal of a better prediction of DP collections. STUDY DESIGN AND METHODS: This retrospective proof-of-concept study included 302 plateletpheresis procedures performed on a Trima Accel v6.0 at the apheresis unit of a hematology department. Donor variables, software predicted yield and actual PLT yield were statistically evaluated. Software prediction was optimized by linear regression analysis and its optimal cut-off to obtain a DP assessed by receiver operating characteristic curve (ROC) modeling. RESULTS: Three hundred and two plateletpheresis procedures were performed; in 271 (89.7%) occasions, donors were men and in 31 (10.3%) women. Pre-donation PLT count had the best direct correlation with actual PLT yield (r = 0.486. P < .001). Means of software machine-derived values differed significantly from actual PLT yield, 4.72 × 1011 vs.6.12 × 1011 , respectively, (P < .001). The following equation was developed to adjust these values: actual PLT yield= 0.221 + (1.254 × theoretical platelet yield). ROC curve model showed an optimal apheresis device software prediction cut-off of 4.65 × 1011 to obtain a DP, with a sensitivity of 82.2%, specificity of 93.3%, and an area under the curve (AUC) of 0.909. CONCLUSION: Trima Accel v6.0 software consistently underestimated PLT yields. Simple correction derived from linear regression analysis accurately corrected this underestimation and ROC analysis identified a precise cut-off to reliably predict a DP.