A 3-step method for preparing cryopreserved samples of apheresis products for post-thaw analysis yields a higher percentage of viable cells.

BACKGROUND: Standard flow cytometry protocols for CD34+ cell enumeration designed for fresh samples are not appropriate for cryopreserved products. Special protocols have been developed to remove the cryoprotectant by quickly washing a freshly thawed sample. Exposing cells to a large volume of hypotonic solution and subsequent washing process was hypothesized to cause lab-induced cell death. Moreover, standard gating strategies must be altered to avoid reporting falsely high viabilities. STUDY DESIGN AND METHODS: We developed a novel method whereby thawed samples were diluted step-wise to 1:2 by 3 additions of 1/3 sample volume using 1% Human Albumin in Dextran 40 (10% Low Molecular Weight Dextran in 0.9% NaCl) separated by 5 min between each addition. An additional 1:10 dilution was required to obtain a desired cell concentration for flow cytometry testing resulting in a 1:20 dilution. RESULTS: Twenty samples were tested simultaneously in a method comparison; the new method demonstrated significant increases in mean cell viabilities for white blood cells, hematopoietic progenitor cells, and T cells as well as reduced standard deviations for each parameter. DISCUSSION: Slow, step-wise dilutions of freshly thawed samples of cryopreserved apheresis products to 1:20 yielded higher and more precise viability measurements compared to quickly washing samples to remove DMSO.

Collection and processing of hematopoietic progenitor cell products at risk of presenting with cold agglutination.

BACKGROUND AIMS: Cold agglutinins are commonly identified in transfusion laboratories and are defined by their ability to agglutinate erythrocytes at 3-4°C, with most demonstrating a titer >64. Similarly, cryoglobulins can precipitate from plasma when temperatures drop below central body temperature, resulting in erythrocyte agglutination. Thankfully, disease associated from these autoantibodies is rare, but unfortunately, such temperature ranges are routinely encountered outside of the body's circulation, as in an extracorporeal circuit during hematopoietic progenitor cell (HPC) collection or human cell therapy laboratory processing. When agglutination occurs ex vivo, complications with the collection and product may be encountered, resulting in adverse events or product loss. Here, we endeavor to share our experience in preventing and responding to known cases at risk of or spontaneous HPC agglutination in our human cell therapy laboratory. CASE REPORTS: Four cases of HPC products at risk for, or spontaneously, agglutinating were seen at our institution from 2018 to 2020. Planned modifications occurred, including ambient room temperature increases, tandem draw and return blood warmers, warm product transport and extended post-thaw warming occurred. In addition, unplanned modifications were undertaken, including warm HPC product processing and plasma replacement of the product when spontaneous agglutination of the product was identified. All recipients successfully engrafted after infusion. CONCLUSIONS: While uncommon, cold agglutination of HPC products can disrupt standard processes of collection and processing. Protocol modifications can circumvent adverse events for the donor and minimize product loss. Such process modifications should be considered in individuals with known risks for agglutination going to HPC donation/collection.

How do I warm HPC(A) products to maximize cell viability in the setting of cold agglutinin disease?

BACKGROUND: High titers of cold agglutinins jeopardize the quality of an apheresis product meant for autologous or allogeneic transplant. Management of transplant patients with cold agglutinin disease (CAD) is often experience-based and under reported, yet decisions must be made quickly to optimize product management and patient outcomes. There remains a lack of data quantifying cell recovery and viability when using various warming methodologies. STUDY DESIGN AND METHODS: To expand the published experimental data on this subject, our human cellular therapy lab compared cellular recoveries and viabilities after manipulation of cryopreserved apheresis products through various warming methodologies: (1) extended warming in a water bath, (2) warming via blood warmer and infusion pump, and (3) warming in a water bath followed by infusion pump as a control to assess potential shear stress effects. RESULTS: The presented studies demonstrate that all methods of product warming produce the same rates of recovery of total and viable cells across vital cell types prior to patient administration. Statistically, use of an extended water bath protocol provided a marginal benefit in recovery of total nucleated cells, though this effect is diminished when products are held for an extended period to simulate a delay in administration. DISCUSSION: These results can inform decisions to improve patient care and minimize product manipulation and loss. Centers are encouraged to use this information to guide proactive measures to establish a standard operating procedure to manage CAD cases.

Antibody incidence and red blood cell transfusions in patients on daratumumab.

BACKGROUND: Daratumumab (Dara), an anti-CD38 monoclonal antibody for hematologic malignancies, interferes with routine blood bank testing, specifically affecting the antibody screen and identification panels. In 2016, the AABB recommended performing a baseline phenotype or genotype before a patient (Pt) begins taking anti-CD38 to avoid this interference and potential problems with transfusion. The objective of this study was to assess red blood cell (RBC) utilization and subsequent incidence of alloimmunization to the transfused RBCs in patients receiving Dara. METHODS AND MATERIALS: We monitored 244 patients taking Dara to determine their red blood cell transfusions and incidence of clinically significant antibody formation before and following administration of Dara. Poisson generalized estimating equations with log link were used comparing the post-Dara incidence and prevalence to those prior, with significance defined as p < .05. RESULTS: From September 1, 2015 to December 22, 2018, 244 patients on Dara were identified, of which 145 patients (59.4%) received a red blood cell transfusion. Antibody screens were performed on 97 of the 145 patients at least 2 weeks following RBC transfusion. Four of the total transfused patients (2.8% total, 4.1% patients with follow-up antibody screen testing) formed new clinically significant alloantibodies, which was not significantly different from Asare's hematologic incidence (p = .98/p = .49). CONCLUSIONS: This study showed our patients on Dara did not form alloantibodies following RBC transfusion at a higher incidence than similar patient populations.

To Give or Not to Give: RhD Immunoglobulin for an RHD *39 Pregnant Woman with Sickle Cell Disease.

INTRODUCTION: Patients with sickle cell disease (SCD) have repeated episodes of red blood cell (RBC) sickling and microvascular occlusion that manifest as pain crises, acute chest syndrome, and chronic hemolysis. These clinical sequelae usually increase during pregnancy. Given the racial distribution of SCD, patients with SCD are also more likely to have rarer RBC antigen genotypes than RBC donor populations. We present the management and clinical outcome of a 21-year-old pregnant woman with SCD and an RHD*39 (RhD[S103P], G-negative) variant. CASE PRESENTATION: Ms. S is B positive with a reported history of anti-D, anti-C, and anti-E alloantibodies (anti-G testing unknown). Genetic testing revealed both an RHD*39 and homozygous partial RHCE*ceVS.02 genotype. Absorption/elution testing confirmed the presence of anti-G, anti-C, and anti-E alloantibodies but could not definitively determine the presence/absence of an anti-D alloantibody. Ms. S desired to undergo elective pregnancy termination and the need for postprocedural RhD immunoglobulin (RhIG) was posed. Given that only the G antigen site is changed in an RHD*39 genotype and the potential risk of RhIG triggering a hyperhemolytic episode in an SCD patient, RhIG was not administered. There were no procedural complications. Follow-up testing at 10 weeks showed no increase in RBC alloantibody strength. DISCUSSION/CONCLUSION: Ms. S represents a rare RHD*39 and partial RHCE*ceVS.02 genotype which did not further alloimmunize in the absence of RhIG administration. Her case also highlights the importance of routine anti-G alloantibody testing in women of childbearing age with apparent anti-D and anti-C alloantibodies.

COVID-19 Mortality Prediction From Deep Learning in a Large Multistate Electronic Health Record and Laboratory Information System Data Set: Algorithm Development and Validation.

BACKGROUND: COVID-19 is caused by the SARS-CoV-2 virus and has strikingly heterogeneous clinical manifestations, with most individuals contracting mild disease but a substantial minority experiencing fulminant cardiopulmonary symptoms or death. The clinical covariates and the laboratory tests performed on a patient provide robust statistics to guide clinical treatment. Deep learning approaches on a data set of this nature enable patient stratification and provide methods to guide clinical treatment. OBJECTIVE: Here, we report on the development and prospective validation of a state-of-the-art machine learning model to provide mortality prediction shortly after confirmation of SARS-CoV-2 infection in the Mayo Clinic patient population. METHODS: We retrospectively constructed one of the largest reported and most geographically diverse laboratory information system and electronic health record of COVID-19 data sets in the published literature, which included 11,807 patients residing in 41 states of the United States of America and treated at medical sites across 5 states in 3 time zones. Traditional machine learning models were evaluated independently as well as in a stacked learner approach by using AutoGluon, and various recurrent neural network architectures were considered. The traditional machine learning models were implemented using the AutoGluon-Tabular framework, whereas the recurrent neural networks utilized the TensorFlow Keras framework. We trained these models to operate solely using routine laboratory measurements and clinical covariates available within 72 hours of a patient's first positive COVID-19 nucleic acid test result. RESULTS: The GRU-D recurrent neural network achieved peak cross-validation performance with 0.938 (SE 0.004) as the area under the receiver operating characteristic (AUROC) curve. This model retained strong performance by reducing the follow-up time to 12 hours (0.916 [SE 0.005] AUROC), and the leave-one-out feature importance analysis indicated that the most independently valuable features were age, Charlson comorbidity index, minimum oxygen saturation, fibrinogen level, and serum iron level. In the prospective testing cohort, this model provided an AUROC of 0.901 and a statistically significant difference in survival (P<.001, hazard ratio for those predicted to survive, 95% CI 0.043-0.106). CONCLUSIONS: Our deep learning approach using GRU-D provides an alert system to flag mortality for COVID-19-positive patients by using clinical covariates and laboratory values within a 72-hour window after the first positive nucleic acid test result.

RNA-Seq Reveals Differences in Expressed Tumor Mutation Burden in Colorectal and Endometrial Cancers with and without Defective DNA-Mismatch Repair.

Tumor mutation burden (TMB) is an emerging biomarker of immunotherapy response. RNA sequencing in FFPE tissue samples was used for determining TMB in microsatellite-stable (MSS) and microsatellite instability-high (MSI-H) tumors in patients with colorectal or endometrial cancer. Tissue from tumors and paired normal tissue from 46 MSI-H and 12 MSS cases were included. Of the MSI-H tumors, 29 had defective DNA mismatch-repair mutations, and 17 had MLH1 promoter hypermethylation. TMB was measured using the expressed somatic nucleotide variants (eTMB). A method of accurate measurement of eTMB was developed that removes FFPE-derived artifacts by leveraging mutation signatures. There was a significant difference in the median eTMB values observed between MSI-H and MSS cases: 27.3 versus 6.7 mutations/megabase (mut/Mb) (P = 3.5 × 10-9). Among tumors with defective DNA-mismatch repair, those with mismatch-repair mutations had a significantly higher median eTMB than those with hypermethylation: 28.1 versus 17.5 mut/Mb (P = 0.037). Multivariate analysis showed that MSI status, tumor type (endometrial or colorectal), and age were significantly associated with eTMB. Additionally, using whole-exome sequencing in a subset of these patients, it was determined that DNA TMB correlated well with eTMB (Spearman correlation coefficient, 0.83). These results demonstrate that RNA sequencing can be used for measuring eTMB in FFPE tumor specimens.

Daratumumab interference in flow cytometric anti-granulocyte antibody testing can be overcome using non-human blocking antibodies.

BACKGROUND: Daratumumab (DARA), a human IgG1K monoclonal antibody targeting CD38, is used to treat refractory multiple myeloma patients. CD38 is expressed on many cell types (RBCs, granulocytes, lymphocytes, etc.), and thus, DARA can interfere with serological tests. Information regarding how DARA affects anti-granulocyte antibody (AGA) testing and optimal neutralization of DARA will help laboratories perform accurate testing. METHODS: Screening of AGA was performed by the granulocyte agglutination test (GAT) and the flow cytometric granulocyte immunofluorescence test (Flow-GIFT). Samples were tested from patients on DARA (n = 7), non-transfused blood donors (healthy controls, n = 7) and AGA reactive samples (positive controls, n = 5). Two neutralization experiments, CD38 removal with DTT and DARA epitope blockage with mouse anti-CD38, were evaluated. RESULTS: Positive reactivity of human IgG binding was observed in 5/7 DARA cases when tested by Flow-GIFT; however, all 7 cases had negative GAT agglutination results. Further studies by Flow-GIFT revealed DARA concentrations >0·63 µg/ml bound to granulocytes. DARA binding was negated by DTT though a reduced Flow-GIFT sensitivity was observed in positive control samples due to increased background detection of human IgG. Mouse anti-CD38 neutralized the detection of human IgG observed in DARA-treated patient serum without effecting controls. CONCLUSION: We established that DARA can interfere with AGA testing, leading to false positive Flow-GIFT results without causing GAT agglutination. DTT treatment increased background binding of secondary antibodies causing a decrease in Flow-GIFT sensitivity. In comparison, blockage of the DARA binding epitope using mouse anti-CD38 antibody was effective in neutralizing DARA interference while maintaining Flow-GIFT sensitivity.

False-negative solid-phase platelet crossmatch results due to prozone phenomenon.

Prozone is a known phenomenon affecting immunoassays causing falsely low or negative results when excess target is present in the test system. For assays used to evaluate immune-mediated platelet (PLT) transfusion refractoriness, prozone-like phenomenon has been described in solid-phase human leukocyte antigen (HLA) antibody testing and can be mitigated by diluting samples or pretreating samples with ethylenediaminetetraacetic acid (EDTA) or dithiothreitol. Prozone phenomenon has not yet been described in solid-phase red blood cell (RBC) adherence PLT crossmatch assays. CASE REPORT: A 40-year-old female with myeloid sarcoma and PLT transfusion refractoriness underwent repeated solid-phase PLT crossmatches; however, crossmatch-compatible PLTs units did not yield adequate PLT count responses. Class I HLA antibody testing with neat, diluted, and EDTA-pretreated serum demonstrated significant prozone-like effect and the presence of numerous high strength HLA antibodies. Based on this HLA antibody profile, HLA antigen-negative PLTs gave an adequate PLT count response. It was noted that the HLA types of her crossmatch-compatible PLTs were incompatible with her HLA antibody profile (eg, HLA-A2). With ABO-identical, HLA-A2-positive PLT units, a solid-phase PLT crossmatch was repeated using undiluted and diluted EDTA plasma. Undiluted EDTA plasma demonstrated negative or weakly positive PLT crossmatches while the diluted EDTA plasma demonstrated strongly positive PLT crossmatches. CONCLUSION: The prozone phenomenon can cause false-negative results in solid-phase RBC adherence PLT crossmatch assays, which can be mitigated with sample dilution. In immune-mediated PLT transfusion-refractory patients with high-strength HLA antibodies, sample dilution should be considered to correctly identify compatible PLT inventory.

Anti-D from alloimmunization versus RhIG: detective work in the blood bank and transfusion medicine services.

BACKGROUND: The blood bank and transfusion medicine services (BBTMS) engages with electronic health records (EHRs), clinicians, and outside hospitals (OHs) to obtain comprehensive patient history to optimize care. Detection of anti-D in a pregnant patient underscores this work. Differentiating passive anti-D due to RhIG administration versus alloanti-D affects clinical decision making. The objectives of this study were to identify the required steps, barriers, and outcomes of anti-D investigations in obstetric patients. STUDY DESIGN AND METHODS: This retrospective case series reviewed nine pregnant patients over 24 months, for whom anti-D was identified with no reported RhIG history. Six steps were performed to ascertain anti-D history: 1) review the on-site EHR; 2) contact the on-site obstetrician, 3) review history from the automatic health information exchange (HIE) with OHs using the same EHR platform, 4) request information from OHs with a shared EHR platform and without automatic HIE, 5) contact the OH BBTMS, and 6) communicate with the outside ambulatory practice (OAP). RESULTS: The investigations revealed that eight of nine patients received RhIG before their presentation. Five patients received RhIG at an OH's emergency department and three at an OAP. One patient's history remained unknown after initial investigations; however, a subsequent sample unveiled a confounding alloantibody. CONCLUSION: In the absence of a national HIE, continuity of care suffers through omission of critical information. Strategies to avoid confusing passive anti-D and alloanti-D include expanding HIE capabilities and use of patient identification cards with critical BBTMS information to include RhIG administration dates.

Activation of PPARγ and δ by dietary punicic acid ameliorates intestinal inflammation in mice.

The goal of the present study was to elucidate the mechanisms of immunoregulation by which dietary punicic acid (PUA) prevents or ameliorates experimental inflammatory bowel disease (IBD). The expression of PPARγ and δ, their responsive genes and pro-inflammatory cytokines was assayed in the colonic mucosa. Immune cell-specific PPARγ null, PPARδ knockout and wild-type mice were treated with PUA and challenged with 2·5 % dextran sodium sulphate (DSS). The prophylactic efficacy of PUA was examined in an IL-10(-/-) model of IBD. The effect of PUA on the regulatory T-cell (Treg) compartment was also examined in mice with experimental IBD. PUA ameliorated spontaneous pan-enteritis in IL-10(-/-) mice and DSS colitis, up-regulated Foxp3 expression in Treg and suppressed TNF-α, but the loss of functional PPARγ or δ impaired these anti-inflammatory effects. At the cellular level, the macrophage-specific deletion of PPARγ caused a complete abrogation of the protective effect of PUA, whereas the deletion of PPARδ or intestinal epithelial cell-specific PPARγ decreased its anti-inflammatory efficacy. We provide in vivo molecular evidence demonstrating that PUA ameliorates experimental IBD by regulating macrophage and T-cell function through PPARγ- and δ-dependent mechanisms.

Soluble fibers and resistant starch ameliorate disease activity in interleukin-10-deficient mice with inflammatory bowel disease.

Our goal in this study was to determine the potential for dietary fibers to prevent gut inflammation in IL-10-deficient (IL-10(-/-)) mice. C57BL/6J wild-type (WT) mice (n = 90) and IL-10(-/-) mice (n = 185) were assigned to a control diet or diets supplemented with PROMITOR soluble corn fiber (SCF), STA-LITE III polydextrose (PDX), Biogum (BG), Pullulan (PI-20), PROMITOR resistant starch-75 (RS-75), SCF&BG, RS-75&BG, and inulin (4 g fiber/100 g diet). On d 47, spleen, mesenteric lymph nodes (MLN), duodenum, jejunum, ileum, and colon were macroscopically and histologically evaluated. The spleen and Peyer's patches (PP) were collected for isolating mononuclear cells and measuring the percentages of regulatory T cells (Treg) and cytokines produced by CD4(+) T cells (i.e. IFNγ and IL-10). Dietary supplementation with RS-75, SCF, RS-75&BG, and inulin ameliorated disease activity on d 47. Dietary RS-75 and inulin supplementation decreased ileal and colonic inflammatory lesions. RS-75, SCF, and inulin decreased IFNγ production by effector CD4(+) T cells from PP and RS-75 increased the IL-10-expressing cells in spleen of WT mice. Dietary SCF, PDX, BG, PI-20, and RS-75 upregulated colonic PPARγ expression in WT mice and SCF upregulated Supressor of cytokine signaling 3 in IL-10(-/-) mice. These data suggest that soluble fibers and resistant starch influence Treg cells, IFNγ, and colonic PPARγ expression to suppress gut inflammation.

Activation of PPAR gamma and alpha by punicic acid ameliorates glucose tolerance and suppresses obesity-related inflammation.

OBJECTIVE: Peroxisome proliferator-activated receptor gamma (PPAR gamma) is the molecular target for thiazolidinediones (TZDs), a class of synthetic antidiabetic agents. However, the naturally occurring agonists of PPARs remain largely unknown. Punicic acid (PUA) is a conjugated linolenic acid isomer found in pomegrante. The objective of this study was to test the hypothesis that PUA activates PPAR gamma and thereby ameliorates glucose homeostasis and obesity-related inflammation. METHODS: The ability of PUA to modulate PPAR reporter activity was determined in 3T3-L1 pre-adipocytes. A cell-free assay was used to measure PUA's binding to the ligand-binding domain (LBD) of human PPAR gamma. The preventive actions of PUA were investigated using genetically obese db/db mice and a model of diet-induced obesity in PPAR gamma-expressing and tissue-specific PPAR gamma null mice. Expression of PPAR alpha, gamma, PPAR-responsive genes and TNF-alpha was measured in tissues controlling glucose homeostasis. RESULTS: PUA caused a dose-dependent increase PPAR alpha and gamma reporter activity in 3T3-L1 cells and bound although weakly to the LBD of human PPAR gamma. Dietary PUA decreased fasting plasma glucose concentrations, improved the glucose-normalizing ability, suppressed NF-kappaB activation, TNF-alpha expression and upregulated PPAR alpha- and gamma-responsive genes in skeletal muscle and adipose tissue. Loss of PPAR gamma impaired the ability of dietary PUA to improve glucose homeostasis and suppress inflammation. CONCLUSIONS: Our studies demonstrate that PUA binds and robustly activates PPAR gamma, increases PPAR gamma-responsive gene expression and the loss of PPAR gamma in immune cells impairs its ability to ameliorate diabetes and inflammation.

Successful control of intractable hypoglycemia using rapamycin in an 86-year-old man with a pancreatic insulin-secreting islet cell tumor and metastases.

CONTEXT: Insulinomas are rare tumors of the pancreatic islet cells that produce insulin. Approximately 5 to 10% of these tumors are cancerous, and control of insulin secretion and hypoglycemia may be difficult in these patients. Malignant insulinomas generally respond poorly to traditional chemotherapeutic agent regimens. At present, streptozotocin is the only approved drug for the treatment of pancreatic islet cell tumors. SETTING AND PATIENT: This report describes a case of an elderly gentleman with a metastatic pancreatic insulinoma and severe hypoglycemia. A continuous infusion of octreotide lowered the blood glucose levels further. He required diazoxide, a thiazide diuretic, phenytoin, and a constant infusion of glucose to control the hypoglycemia and elevated insulin levels. INTERVENTION: Rapamycin was administered at an oral dose of 2 mg/d. RESULTS: On the mTOR (mammalian target of rapamycin) agent rapamycin, he was weaned off all drugs except for the thiazide diuretic and maintained euglycemia with a reduction of circulating insulin levels. He remained euglycemic for the past year with no evidence of tumor progression based on Octreoscan. His quality of life is excellent, and he remains active having recently completed a triathlon. CONCLUSIONS: Rapamycin may provide a useful means of abrogating tumor growth and controlling hypoglycemia in malignant insulinomas by reducing the malignant beta-cell growth and proliferation as well as inhibiting insulin production.