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Accurate power modeling is crucial for energy-efficient CPU design and runtime management. An ideal power modeling framework needs to be accurate yet fast, achieve high temporal resolution (ideally cycle-accurate) yet with low runtime computational overheads, and easily extensible to diverse designs through automation. Simultaneously satisfying such conflicting objectives is challenging and largely unattained despite significant prior research. In this paper, we propose APOLLO, an automated per-cycle power modeling framework that serves as the basis for both a design-time power estimator and a low-overhead runtime on-chip power meter (OPM). APOLLO uses the minimax concave penalty (MCP)-based feature selection algorithm to automatically select less than 0.05% of RTL signals as power proxies. The power estimation achieves R2 > 0.95 on Arm Neoverse N1 [3] and R2 > 0.94 on Arm Cortex-A77 [2] microprocessors, respectively. When integrated with an emulator-assisted flow, APOLLO finishes per-cycle power estimation on millions-of-cycles benchmark in minutes for million-gate industrial CPU designs. Furthermore, the power model is synthesized and integrated into the microprocessor implementation as a runtime OPM. APOLLO’s accuracy further improves when coarse-grained temporal resolution is preferred. To our best knowledge, this is the first runtime OPM that simultaneously achieves per-cycle temporal resolution and area/power overhead without compromising accuracy, which is validated on high-performance, out-of-order industrial CPU designs.

Sickle cell disease (SCD) and transfusion-dependent β-thalassemia (TDT) are the most prevalent monogenic disorders worldwide. Trial HGB-205 ( NCT02151526 ) aimed at evaluating gene therapy by autologous CD34

Allogeneic bone marrow transplantation (BMT) is the only curative treatment available for sickle cell disease (SCD). The effectiveness of the treatment is primarily assessed by the chimerism rate, which is the fraction of cells derived from the donor's hematopoietic stem cells (HSCs) relative to the recipient's cells. New less toxic conditioning agents, described as reduced, nonmyeloablative (as opposed to myeloablative conditioning agents) are now used for BMT with sibling donors. Moreover, most sibling donors are sickle cell trait carriers (heterozygous A/S genotype). In the absence of a test performed on erythroid cells, the rate of chimerism is currently assessed either on different subpopulations of myeloid cells by molecular biology techniques or on hemoglobin measurement by chromatography (HPLC). However, the percentage of myeloid chimerism is rarely representative of the percentage of erythroid chimerism in these patients and HPLC cannot allow analysis at the single cell level. An easy-to-implement method for accurate measurement of fetal hemoglobin (HbF) content in individualized red blood cells (RBCs) has recently been developed (Hebert, et. al, AJH 2020). This method relies on flow cytometry for cell individualization and intracellular labeling of HbF with a fluorescent monoclonal antibody for quantification. Based on the same approach, we propose the use of monoclonal antibodies directed against adult hemoglobins (HbA0 and HbA2) or hemoglobin S (HbS). This strategy allows to discriminate, from a blood sample, the different RBC subpopulations coming from either the recipient or the donor, or from the transfusion associated with this procedure, thus allowing us to precisely determine the rates of erythroid chimerism in patients. As a proof of concept, we show here the evaluation of the percentage of erythroid chimerism during a longitudinal follow-up performed on 3 patients with SCD (P1 - 18 months, P2 - 4 months, and P3 - 4 months). The 3 patients received allogeneic BMT from a sibling A/S donor following nonmyeloablative conditioning consisting of the administration of an anti-CD52 antibody associated with radiotherapy (300 cGy TBI - total-body irradiation). We observed for P1 and P2 donor erythroid chimerism >90% and >95%, 1 and 2 months after BMT, respectively (measured after exclusion of transfused RBCs). These results are in accordance with the presence of most RBCs HbA- and HbS-positive, as determined by flow cytometry. In addition, the analysis of the reticulocyte (retic) subpopulations (CD71-positive cells) of these patients provides precise information on the RBC production of the bone marrow following transplantation. Retic donor chimerism levels were >99% for both P1 and P2, 1 month after BMT procedure. P1 and P2 showed stable donor reticulocyte and donor erythroid chimerism levels during the follow-up. On the contrary, P3 presented a different response with 43%, 41% and 5% donor erythroid chimerism 1, 2 and 3 months after BMT, respectively. Retrospectively, this bad response in P3 would have been predicted by low donor reticulocyte chimerism levels (5%, 6% and 0.5% at 1, 2 and 3 months after BMT, respectively). Our erythroid specific chimerism results were also compared to the assessment of chimerism performed on either total white blood cells (WBCs) or lineage specific subpopulations after sorting. Over 18 months after BMT in P1, the correlation between retic chimerism and total WBCs or T lymphocytes (CD3-positive cells) chimerism were not statistically significant (P = 1 and P = 0.833, respectively - Spearman test) (Figure 1). This new tool to monitor BMT outcome to treat SCD shows great precision and potentially a stronger predictive capability than total WBCs or lineage specific chimerism assessed by molecular biology. Our results highlight the importance of analyzing reticulocyte population to better assess BMT efficacy and predict the outcome a few days after the transplant. Its use could also be considered in the context of the various gene therapy strategies currently under development using modified β-globin gene addition or direct mutation correction through CRISPR/Cas9 and homologous recombination system. Figure 1 Figure 1. Disclosures Bencheikh: Innovhem: Current Employment. Bartolucci: Innovhem: Current holder of individual stocks in a privately-held company.

NH and EE equally contributed. ADW and PB co-signed. The expression of fetal hemoglobin (HbF) is one of the main targets of sickle cell disease treatment, as it inhibits the polymerization of hemoglobin S. The hypothesis of an inhibitory threshold of HbF per red blood cell (RBC) has been suggested, 1 although not well defined, as the overall percentage of HbF does not reflect the heterogeneous distribution of HbF per cell. Likewise, the qualitative analysis of RBCs containing HbF, called F cells, is neither reproducible nor clinically interpretable, due to low expression. 2 We have developed a technique for measuring the amount of HbF per cell, to determine thresholds of HbF expression per RBC correlated with clinical and biological effects. 2 Among genes controlling its expression, BCL11A has a major repressive effect on the expression of gamma globin/HbF during the fetal to adult hemoglobin switch. Post-transcriptional silencing of BCL11A, using lentivirus expression of a shRNA embedded in a microRNA architecture (shmiR) to re-activate γ-globin expression, is safe and demonstrates high levels of %HbF in a pilot clinical study (NCT 03282656). 3 Here, we show the quantitative measurement of HbF per RBC and reticulocyte. Methods: During patient follow-up, HbF quantification per single cell RBC was performed using a fluorescent HbF antibody. 2 Addition of an anti-CD71 fluorescent antibody allowed selection of reticulocyte sub-populations for determining their HbF content. Fold-increase in percentage of RBC versus percentage of reticulocyte were calculated. Kinetics of HbF/RBC and HbF/Reticulocyte were modeled using mixed effects polynomial linear regression to account for the correlation between repeated data over time. Results: With a median follow-up of 15 months [12-20] after gene transfer, figure 1 shows the mathematical modeling of single-RBC HbF measurement representing RBC percentage containing at least 2, 4, 6, 8 and 10 pg of HbF. Percentage of RBC above each threshold was higher compared to 14 hydroxyurea treated patients for 6 months. Figure 2 shows fold increase between reticulocytes and RBCs with same thresholds of HbF/cell. For low thresholds, RBCs were found in same percentage as reticulocytes whereas RBCs containing increasing levels of HbF were found in higher percentage than reticulocytes, until 6pg/cell showing a clear selective advantage for red cells with a threshold ≥ 6pg/cell of HbF. Figure 3 shows different kinetics of HbF increase according to two different transduction strategies with 2 enhancers in patients 2-4 compared to one enhancer in patients 6-8. Conclusion: BCL11A down-regulation in six clinical trial subjects was associated with an in vivo selection process RBCs with ≥ 6pg HbF per cell attained with different engraftment kinetics, depending on transduction processes, and ultimately stable high level and broadly distributed HbF. 1 Steinberg MH, Chui DH, Dover GJ, Sebastiani P, Alsultan A. Fetal hemoglobin in sickle cell anemia: a glass half full? Blood. 2014 Jan 23;123(4):481-5. 2 Hebert N, Rakotoson MG, Bodivit G, et al. Individual red blood cell fetal hemoglobin quantification allows to determine protective thresholds in sickle cell disease. Am. J. Hematol. 3 Esrick EB, Lehmann LE, Biffi A, et al. Post-Transcriptional Genetic Silencing of BCL11A to Treat Sickle Cell Disease. N. Engl. J. Med. 2021;384(3):205-215. Figure 1 Figure 1. Disclosures Esrick: bluebird bio: Consultancy. Audureau: GBT: Honoraria. Higgins: Sebia, Inc.: Honoraria; Danaher Diagnostics: Consultancy. Williams: BioMarin: Membership on an entity's Board of Directors or advisory committees, Other: Insertion Site Advisory Board; Geneception: Membership on an entity's Board of Directors or advisory committees, Other: Scientific Advisory Board; Emerging Therapy Solutions: Membership on an entity's Board of Directors or advisory committees, Other: Chief Scientific Chair; Beam Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other: Scientific Advisory Board; Alerion Biosciences: Other: Co-founder (now licensed to Avro Bio, potential for future milestones/royalties); Novartis: Membership on an entity's Board of Directors or advisory committees, Other: Steering Committee, Novartis ETB115E2201 (eltrombopag in aplastic anemia). Advisory fees donated to NAPAAC.; Orchard Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other: Membership on a safety advisory board (SAB): SAB position ended 05/20/2021. Co-founder , Patents & Royalties: Potential for future royalty/milestone income, X-SCID. Provided GMP vector for clinical trial, Research Funding; bluebird bio: Membership on an entity's Board of Directors or advisory committees, Other: Insertion Site Analysis Advisory Board, Patents & Royalties: BCH licensed certain IP relevant to hemoglobinopathies to bluebird bio. The current license includes the potential for future royalty/milestone income. Bluebird has indicated they will not pursue this as a clinical program and BCH is negotiating return of, Research Funding. Bartolucci: AGIOS: Consultancy; Novartis: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: Lecture fees, Steering committee, Research Funding; Jazz Pharma: Other: Lecture fees; Emmaus: Consultancy; Addmedica: Consultancy, Other: Lecture fees, Research Funding; INNOVHEM: Other: Co-founder; Hemanext: Consultancy; GBT: Consultancy; Bluebird: Consultancy, Research Funding; F. Hoffmann-La Roche Ltd: Consultancy; Fabre Foundation: Research Funding.

In sickle cell disease (SCD), the β6 Glu→Val substitution leads to sickle hemoglobin (HbS) polymerization and red blood cell (RBC) sickling. Transplantation of autologous, genetically modified hematopoietic stem/progenitor cells (HSPCs) represents a promising therapeutic option for patients lacking a compatible donor. We previously designed a lentiviral vector (βAS3 LV) expressing a potent anti-sickling βAS3 globin and demonstrated its safety and efficacy in SCD patient cells (Weber et al., 2018). In vitro and in vivo preclinical studies demonstrated the safety and efficacy of a gene therapy (GT) protocol based on the efficient transduction of plerixafor-mobilized SCD HSPCs by βAS3 LV. Based on these results a Phase 1/2 clinical trial (NCT03964792) started in January 2020. Three homozygous SCD patients (P1, P2 and P3) were recruited. Before GT, patients suffered from severe SCD symptoms that were not controlled despite of a strict adherence to the treatment. Plerixafor-mobilized HSPCs were transduced achieving a VCN of 0.9±0.2 in liquid culture, 1.6±0.3 in BFU-E and 0.8±0.2 in CFU-GM. The patients were hypertransfused to reach HbS levels Here, for the 3 patients we report the follow-up of 18 (P1), 10 (P2) and 6 (P3) months. No drug-related severe adverse events were observed. Importantly, no sign of clonal hematopoiesis was detected by NGS sequencing performed on the graft before and after transduction. Despite of the similar VCN in the drug product, gene marking in peripheral blood mononuclear cells was variable and ranged between 0.2 and 0.6, as measured at the last follow-up (0.4 in P1, 0.6 in P2 and 0.2 in P3). These results pinpoint the difficulty to estimate the gene marking, self-renewal and engraftment potential of HSCs in the grafts. P1 and P2 clinically benefit from the GT treatment despite they presented non-severe vaso-occlusive crises (VOCs) not requiring hospitalization (two for P1 at month 6 and 14 and one in P2 at month 8 post-GT). Despite the rapid resolution of these episodes, P1 started hydroxyurea at month 10 and stopped it at month 16. P2 initiated a phlebotomy program to treat liver iron overload and decrease viscosity. Intravascular hemolysis improved in P1 and P2, as shown by a decrease in plasma hemoglobin and heme, and an increase in hemopexin (HPX). Interestingly, in P1 a mild worsening occurred at the time of VOC. In P1 and P2, total bilirubin, a marker of extravascular hemolysis, decreased post-GT. Deformability, measured using osmoscan, improved in P1 and to a lesser extent in P2; however, both still exhibited some degree of dehydration compared to normal RBCs (Fig. 1). Adhesion to thrombospondin decreased after GT with an increase during VOC in P1 or prior the VOC in P2 (Fig. 1). In both patients, markers of inflammation (e.g., C reactive protein) and reticulocyte counts decreased upon GT. An in vitro sickling assays was performed for P1 and showed significant improvement, reaching a frequency of sickling cells similar to SCD heterozygous carriers (from 88% before GT to 45% 6 months post-GT). The GT treatment was not effective in P3 due to the modest intake and rapid decline of gene modified cells. In P1 and P2, who were no longer on transfusions, HbAS3 levels correlated with the VCN (2.1 g/dl for P1 and 3.3 g/dl for P2) and the therapeutic Hb accounted for 21.5%, and 28.7% of the total hemoglobins, respectively. For P3, who remained transfusion-dependent, this frequency was Overall, these clinical data indicate a variable efficacy of the DREPAGLOBE GT treatment, which likely depends on the extent of gene marking achieved in HSCs in vivo and on the engraftment capability of genetically modified HSCs in SCD patients' bone marrow. Single-cell RNA-seq analysis of HSPCs and evaluation of the bone marrow niche in SCD patients will aid to define critical parameters for achieving successful outcomes in GT clinical trials for SCD. Figure 1 Figure 1. Disclosures Joseph: bluebird bio: Consultancy. El Nemer: Hemanext: Consultancy. Bartolucci: INNOVHEM: Other: Co-founder; AGIOS: Consultancy; GBT: Consultancy; Bluebird: Consultancy, Research Funding; Jazz Pharma: Other: Lecture fees; Fabre Foundation: Research Funding; Novartis: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: Lecture fees, Steering committee, Research Funding; F. Hoffmann-La Roche Ltd: Consultancy; Hemanext: Consultancy; Addmedica: Consultancy, Other: Lecture fees, Research Funding; Emmaus: Consultancy. Cavazzana: Smart Immune: Other: co-founder.

Introduction Fetal hemoglobin (HbF) induction is a successful strategy for treating sickle cell disease. Higher levels of total HbF% are associated with better clinical outcomes, and a more uniform distribution of HbF across individual red blood cells (RBCs) is predicted to lead to better outcomes by inhibiting hemoglobin (Hb) polymerization in a higher fraction of individual RBCs. 1 Post-transcriptional silencing of BCL11A using lentivirus expression of a shRNA embedded in a microRNA architecture (shmiR) to re-activate γ-globin expression has been safe and demonstrated high levels of total HbF expression broadly distributed in red cells in a pilot clinical study (NCT 03282656). 2 We assessed the effects of BCL11A down-regulation on Hb polymer formation at the single-RBC level in 7 subjects in this trial (BCL) using novel assays of single-RBC Hb polymer content levels and single-RBC HbF. Methods Hb polymer was detected in individual RBCs using a previously published microfluidic system. 3 The system detects Hb polymer based on RBC morphology and on the principle that Hb polymer lowers RBC oxygen saturation in proportion to polymer concentration. 4,5 Single-RBC HbF mass was measured by flow cytometry using a previously published protocol. 6 These two measurements of distributions of single-RBC HbF mass and single-RBC Hb polymer were then integrated at the cell-population level to estimate the threshold of single-RBC HbF needed to inhibit formation of a detectable level of polymer as function of oxygen tension. Blood samples from BCL subjects (HbF% range 23 - 44, after stabilizing post-therapy) were compared to 14 hydroxyurea (HU) responsive patients (mean HbF% = 17, range 6 - 32), including 3 highly-responsive patients (HbF% = 25, 27, 31) as well as 4 individuals with sickle cell trait (AS). Results At 3.7% oxygen tension typical of the human microcirculation 7 and some regions of the central nervous system, 7 the typical BCL subject had detectable levels of Hb polymer in 52% (median) of RBCs vs. 66% for HU (p = 0.02) and 6% for AS (Figure 1A). At lower oxygen tensions of 1.7% typical of the bone marrow 7 or kidney medulla 7 BCL subjects had a polymerized RBC fraction of 68%, compared to 79% for HU (p Conclusions BCL11A down-regulation in seven clinical trial subjects is associated with favorable distributions of single-RBC polymer at multiple physiologic oxygen tensions compared to HU. Future study is needed to determine whether these favorable Hb polymer distributions are simply a result of higher total HbF or also due to lower single-RBC HbF thresholds for polymer inhibition. References 1. Steinberg MH, Chui DHK, Dover GJ, Sebastiani P, Alsultan A. Fetal hemoglobin in sickle cell anemia: a glass half full? Blood. 2014;123(4):481-485. 2. Esrick EB, Lehmann LE, Biffi A, et al. Post-Transcriptional Genetic Silencing of BCL11A to Treat Sickle Cell Disease. N. Engl. J. Med. 2021;384(3):205-215. 3. Di Caprio G, Schonbrun E, Gonçalves BP, et al. High-throughput assessment of hemoglobin polymer in single red blood cells from sickle cell patients under controlled oxygen tension. Proc. Natl. Acad. Sci. U. S. A. 2019;116(50):25236-25242. 4. Benesch RE, Edalji R, Kwong S, Benesch R. Oxygen affinity as an index of hemoglobin S polymerization: A new micromethod. Anal. Biochem. 1978;89(1):162-173. 5. Fabry ME, Desrosiers L, Suzuka SM. Direct intracellular measurement of deoxygenated hemoglobin S solubility. Blood. 2001;98(3):883-884. 6. Hebert N, Rakotoson MG, Bodivit G, et al. Individual red blood cell fetal hemoglobin quantification allows to determine protective thresholds in sickle cell disease. Am. J. Hematol. 2020;95(11):1235-1245. 7. Keeley TP, Mann GE. Defining physiological normoxia for improved translation of cell physiology to animal models and humans. Physiol. Rev. 2019;99(1):161-234. Figure 1 Figure 1. Disclosures Esrick: bluebird bio: Consultancy. Bartolucci: INNOVHEM: Other: Co-founder; F. Hoffmann-La Roche Ltd: Consultancy; Bluebird: Consultancy, Research Funding; Novartis: Consultancy, Membership on an entity's Board of Directors or advisory committees, Other: Lecture fees, Steering committee, Research Funding; GBT: Consultancy; Emmaus: Consultancy; Hemanext: Consultancy; AGIOS: Consultancy; Jazz Pharma: Other: Lecture fees; Fabre Foundation: Research Funding; Addmedica: Consultancy, Other: Lecture fees, Research Funding. Williams: Emerging Therapy Solutions: Membership on an entity's Board of Directors or advisory committees, Other: Chief Scientific Chair; Geneception: Membership on an entity's Board of Directors or advisory committees, Other: Scientific Advisory Board; BioMarin: Membership on an entity's Board of Directors or advisory committees, Other: Insertion Site Advisory Board; Novartis: Membership on an entity's Board of Directors or advisory committees, Other: Steering Committee, Novartis ETB115E2201 (eltrombopag in aplastic anemia). Advisory fees donated to NAPAAC.; Alerion Biosciences: Other: Co-founder (now licensed to Avro Bio, potential for future milestones/royalties); Beam Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other: Scientific Advisory Board; Orchard Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other: Membership on a safety advisory board (SAB): SAB position ended 05/20/2021. Co-founder , Patents & Royalties: Potential for future royalty/milestone income, X-SCID. Provided GMP vector for clinical trial, Research Funding; bluebird bio: Membership on an entity's Board of Directors or advisory committees, Other: Insertion Site Analysis Advisory Board, Patents & Royalties: BCH licensed certain IP relevant to hemoglobinopathies to bluebird bio. The current license includes the potential for future royalty/milestone income. Bluebird has indicated they will not pursue this as a clinical program and BCH is negotiating return of, Research Funding. Higgins: Danaher Diagnostics: Consultancy; Sebia, Inc.: Honoraria.

It is global practice to construct wetlands in urban environments to treat pollutants from stormwater and overland runoff. However, constructed wetlands can also trigger climatic consequences by releasing a considerable amount of greenhouse gas emissions via diffusion and ebullition. While diffusive emissions are broadly measured, assessing the extent of ebullitive emissions is less common. This is due to the stochastic nature of ebullitive emissions and the complexity in their measurement. In addition, the soil microbiome community involved in greenhouse gas transport pathway has been generally understudied in Constructed wetlands although widely recognized in natural wetlands. Here we investigated diffusive and ebullitive CO2 and CH4 and ebullitive N2O emissions and the prokaryotic community from four municipal Surface Flow Constructed wetlands in southeast Australia over a 4-week period. We found that the total Global Warming Potential over a 100-year horizon of diffusive and ebullitive emissions was 0.44 kg CO2-equivalents m-2 day-1, which is 3-fold higher than the European estimates that accounted for diffusive emissions alone. Among the microbial functional groups that drove the main differences in β-diversity, putative methanotrophs represented the 3.6%, nitrogen-cycling microbes the 44.5% and sulfate/iron cycling microbes the 13.5%, indicating that several taxa, other than methanogens, can be key in microbial dynamics, nutrient turnover and in the shift in the production of greenhouse gas thus amplifying the role of constructed wetlands as sources of CH4. We present evidence that Constructed wetlands can be major sources of greenhouse gases, particularly ebullitive CH4 that accounted for more than two-thirds of the total emissions. As such, ebullitive flux rate measurements are critical to assemble national greenhouse gas budgets, particularly from Constructed wetlands.

BCL11A regulates the fetal-adult hemoglobin switch by repressing expression at the gamma (γ)-globin locus (Sankaran et al., Science, 2008), and thus it represents an appealing therapeutic target for sickle cell disease (SCD). BCH-BB694 is a lentiviral vector (LVV) encoding a shRNA targeting BCL11A embedded in a microRNA scaffold (shmiR) allowing erythroid-specific knockdown to induce γ-globin expression and concomitantly and coordinately repress β-sickle globin expression (Brendel et al. JCI, 2016). In a pilot and feasibility gene therapy study we are evaluating the safety of infusion of BCH-BB694-transduced autologous CD34+ cells in patients with severe SCD. The study is an IND enabled and IRB approved open label, non-randomized, single center trial (NCT 03282656). We report here data from the full adult cohort which has completed enrollment with > 6 months of follow up in all patients. The adult cohort included three patients >/= 18 years old. Autologous CD34+ cells were collected by plerixafor mobilization and then transduced ex vivo with the BCH-BB694 shmiR lentiviral vector. Cell doses and vector copy number (VCN) are shown in the Table. After testing and release, gene modified cells were infused into subjects who had received busulfan conditioning. There were no Grade 3 or 4 AEs associated with mobilization, collection or infusion. All three adults (age 21-26 years old) demonstrated neutrophil engraftment on day +22 with adverse events consistent with busulfan conditioning. These patients are now 7, 9, and 17 months post infusion. One subject resumed red cell transfusions at 3 months due to pre-existing moyamoya using a pre-defined conservative trigger value of 40% sickle Hb in whole blood and will be detailed separately. There have been no adverse events related to the gene therapy product. VCN has been stable in bone marrow (BM) and peripheral blood (PB) in all cell lineages during the length of the study, with the latest time point studied at 15 months (BCL002) and ranged from 0.45-2.85 copies per cell in erythroid progenitor cells. BCL11A protein levels evaluated by immunoblot in subject BCL002 at 30 days (PB) and 6 months (BM) post-infusion showed highly effective and selective knockdown of BCL11A in erythroid progenitors with no reduction in BCL11A expression in B lymphoid cells. The number of HbF-containing cells (F cells) was assessed by flow cytometry and the kinetics of F cell production was remarkably similar in all subjects. The two untransfused subjects (BCL002 and BCL004) produced 70% F-cells in PB at 3 and 5 months, which has remained stable until the last point assayed (15 months and 7.5 months, respectively) (table). Calculated average HbF per F cell was >10pg in all subjects (table) and quantitative single cell HbF flow analysis showed the majority of F cells had >4pg F/cell, a level that is believed to prevent sickling under physiological oxygen saturation (Rakotoson et al., ASH 2017). In both untransfused subjects, total Hb remained stable with evidence of reduced hemolysis by reticulocyte count (slightly elevated) and LDH (normal in one subject, slightly elevated in the other). At the 3-month timepoint before re-starting transfusions, the subject with moyamoya (BCL003) had a pre-transfusion Hb of 11 g/dL with 76% of non-transfused cells containing on average 17pg F/F cell. For all subjects, we estimated the fraction of RBCs containing significant Hb sickle polymers and the amount of polymer in each sickled RBC at physiologic oxygen tension (where 50% of monomeric hemoglobin was oxygen saturated, or the P50) (Di Caprio et al. PNAS 2019, in press). The results for all 3 subjects in this adult cohort showed fewer RBCs with significant Hb polymer than two hydroxyurea-responsive treated comparators and significantly less Hb polymer per sickled RBC than a third highly responsive hydroxyurea-treated comparator. In conclusion, these data demonstrate successful and sustained engraftment in three adult patients treated with LVV-delivered shmiR technology targeting BCL11A. Early results suggest an acceptable safety profile, validation of BCL11A as effective target for HbF induction in humans with high numbers of F cells in circulation containing high levels of HbF per F cell, and mitigation of cellular pathology of SCD. Disclosures Achebe: Global Blood Therapeutics: Membership on an entity's Board of Directors or advisory committees; Pharmacosmos: Membership on an entity's Board of Directors or advisory committees; Fulcrum Therapeutics: Membership on an entity's Board of Directors or advisory committees; Bluebird Bio: Membership on an entity's Board of Directors or advisory committees. Bartolucci:Novartis: Membership on an entity's Board of Directors or advisory committees; AddMedica: Honoraria, Membership on an entity's Board of Directors or advisory committees; Roche: Membership on an entity's Board of Directors or advisory committees; HEMANEXT: Membership on an entity's Board of Directors or advisory committees; Global Blood Therapeutics: Membership on an entity's Board of Directors or advisory committees; Agios: Membership on an entity's Board of Directors or advisory committees. Heeney:AstraZeneca: Research Funding; Micelle Biopharma: Consultancy, Membership on an entity's Board of Directors or advisory committees, Research Funding; Pfizer: Research Funding; Novartis: Consultancy, Research Funding; Ironwood / Cyclerion: Research Funding; Vertex / Crisper Therapeutics: Other: Data Safety Monitoring Board. Higgins:Sanofi: Consultancy, Research Funding. Nikiforow:Kite/Gilead: Honoraria; Novartis: Honoraria; NKarta: Honoraria. Wood:Sanofi: Consultancy, Research Funding. Williams:Alerion Biosciences: Other: Co-founder; Novartis: Membership on an entity's Board of Directors or advisory committees; Orchard Therapeutics: Membership on an entity's Board of Directors or advisory committees, Other: Co-founder, Patents & Royalties: Potential for future royalty/milestone income, X-SCID., Research Funding; bluebird bio: Patents & Royalties: Licensed certain IP relevant to hemoglobinopathies to bluebird bio. Received payment in the past bluebird bio through a BCH institutional licensing agreement and there is a potential for future royalty/milestone income from this agreement., Research Funding.

Introduction: Fetal hemoglobin (HbF) expression is a major modulator of sickle cell disease (SCD) severity by decreasing the HbS polymerization. However, the distribution of HbF in red blood cells (RBC) is heterogeneous in SCD patients. In the hypothesis of an HbF "threshold" in RBCs for inhibiting the HbS polymerization, accurate measurement of the HbF content in each red blood cell (HbF/RBC) is mandatory. To this purpose we developed a new and accurate method allowing the direct measurement of HbF content per RBC. Thanks to it, as a proof of concept, we analyzed HbF distribution and content in RBC from SCD patients before and after 6 months of treatment by hydroxyurea (HU). To determine if a threshold of HbF/RBC could modulate SCD, we analyzed the associations between the %RBC reaching different thresholds of HbF (in picograms), and biological parameters and the incidence of severe VOC. Methods: 14 SCD (βS/βS or βS/β0) patients were included to study HbF distribution during HU for a period of 6 months. RBCs were collected during each outpatient visit (Week 0, Week 2, Week 4, Week 12, and ≥ Week 24). HbF content was measured in RBCs using an anti-Human-HbF antibody by flow cytometry. Normalized RBC fluorescence intensity was then converted in picograms of HbF/RBC by using the linear association between mean HbF content and mean RBC fluorescence obtained from subjects presenting homogeneous HbF distribution (patients with hereditary persistence of HbF (HPFH), or β-Thalassemia or δβ-Thalassemia). Quantitative analysis were performed before and during HU treatment to characterize the response by comparing percentages of RBC classes based on different ranges of HbF/RBC during HU treatment. We therefore analyzed the associations between HbF/RBC thresholds (%RBC containing at least 2, 4, 6, 8, 10 or 20 pg HbF) and biological parameters before and ≥ 6 months of HU treatment. Finally HbF/RBC thresholds at Week 0 were compared to the incidence of hospitalized VOC within 3 years before W0, and HbF/RBC thresholds at Week 24 were compared to the incidence of hospitalized VOC within 3 years after W24 at a stable dose. Results: After 6 months of HU, mean %HbF, assessed by HPLC, raised from 6.16% (±3.5) to 15.2% (±8.7) (mean ± standard deviation). Quantitative analysis of HbF/RBC revealed a statistically significant decrease between D0 and ≥M6 of 24% of RBCs containing less than 2 pg (p = 0.0015) and a 2-fold increase of RBCs containing between 2 and 4 pg (p = 0.0025) (Friedman test). For biological parameters we observed an increase in mean %HbF, MCV and MCH and a decrease in RBC count significantly associated (p The incidence of VOC within 3 years after HU treatment was not statistically significant than during the 3 years before (p = 0.4414 - Wilcoxon test). VOC incidence under treatment decreased in 6/14 patients, did not change in 4/14 and increased in 4/14. The incidence of VOC over 3 years was not associated with the %HbF assessed by HPCL (r = -0.0358; p = 0.8564 - Spearman test). We observed a statistically significant correlation between the incidence of VOC over 3 years and the HbF threshold of 4 pg (r = -0.5068; p = 0.0059). We therefore determined the percentage of RBCs by thresholds of HbF, associated to ≤ 1 VOC over 3 years (Table 1). For example, if more than 20% RBCs have ≥ 4 pg of HbF, we calculated a sensitivity and a specificity of 58.3% and 100% respectively, and a positive and a negative predictive value of 100.0% and 76.2% respectively, to have ≤ 1 VOC over 3 years. Conclusion: Our results strengthen the hypothesis that the percentage of RBC above a threshold of HbF is the important parameter to measure. These results need to be replicated in a larger cohort but they open up interesting prospects for analysis of new therapeutic efficacy, including gene therapy and HbF inducers. Disclosures Galactéros: Addmedica: Membership on an entity's Board of Directors or advisory committees. Bartolucci:Agios: Membership on an entity's Board of Directors or advisory committees; Global Blood Therapeutics: Membership on an entity's Board of Directors or advisory committees; HEMANEXT: Membership on an entity's Board of Directors or advisory committees; Roche: Membership on an entity's Board of Directors or advisory committees; AddMedica: Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees.

Introduction: Hemolytic anemia combines 3 components to various extents: extravascular hemolysis, intravascular hemolysis and dyserythropoiesis. Global hemolysis in excess to defense lines induces oxidative and inflammatory syndromes and vascular damages in various organs. Therefore, accurate hemolysis biomarkers are required for a better evaluation of hemolytic disorders, such as sickle cell disease (SCD) or thalassemia syndromes and to evaluate the efficacy of various therapies. Accordingly, we have developed a new spectrophotometric method to measure and calculate several hemolysis biomarkers in plasma or serum including Hemoglobin in various forms (HbO2, HbCO, MetHb), Heme or Hemin bound to albumin or to hemopexin, total bilirubin and total hemopexin. Patients and Method : Blood samples were collected at steady-state for 77 SCD adults (mean age 39.8 ± 10.2 yrs, M/F ratio 0.64) and 23 beta thalassemia patients (mean age 42.7 ± 16 yrs, M/F ratio 0.91); SCD patients (SS or Sb0-Thalassemia) were either treated with Hydroxycarbamide (HU: 27) or not (NT: 50). For comparison, plasma samples from healthy volunteers (HV) were also analyzed. Continuous variables were expressed as means ± SD or medians [interquartile range], depending on their normal or asymmetric distributions. Categorical variables were expressed as numbers (%). Univariate analyses were done using Student's t-test or Mann-Whitney non-parametric test, depending on the distribution. Correlation were analyzed using a spearman test. The dosage methodology is based on the light absorption spectrophotometry of plasma samples using an appropriate mathematical conversion of the signal, reference spectra of the different species and some chemical modifications of the iron redox and ligation states. Results: The levels of plasma Hb were statistically higher in homozygous SCD patients compared to beta-thalassemia patients (p=0.001) and healthy volunteers, with median of 6.3 [3.4-11], 2.6 [1-5.4] and 1.7 [0.5-3] µM respectively (Table 1). Interestingly levels of plasma heme were higher in beta thalassemia patient compared to SCD patients (p=0.0001) and HV, with a mean of 1.05 [0.05-3], 10.5 [3.5-24] and ≤ 0.2 µM level of detection respectively (Table 1). A significant negative correlation was found between heme and hemopexin levels in both diseases (p Discussion and Conclusions: plasma Hb is a more accurate dosage for intra vascular hemolysis than other biomarkers which are not specific of intra vascular hemolysis and could be biased by other pathological conditions: LDH or ASAT can be increased in hepatic or muscular cytolysis, bilirubin is dependent on the heme oxygenase and glycuronyl transferase activities, and reticulocytes are dependent on erythropoiesis. Our results showed that the intra-vascular hemolysis is more pronounced in SCD compared to beta-thalassemia based on the plasma Hb levels. The elevated plasma heme concentration in beta thalassemia is a new finding that should be investigated in more details. It could reflect the ineffective erythropoiesis or heme export from erythroblasts or macrophages involving hemopexin scavenging. Disclosures Bencheikh: Hemanext: Research Funding. Bartolucci:HEMANEXT: Membership on an entity's Board of Directors or advisory committees; AddMedica: Honoraria, Membership on an entity's Board of Directors or advisory committees; Roche: Membership on an entity's Board of Directors or advisory committees; Global Blood Therapeutics: Membership on an entity's Board of Directors or advisory committees; Agios: Membership on an entity's Board of Directors or advisory committees; Novartis: Membership on an entity's Board of Directors or advisory committees.

Background LentiGlobin gene therapy contains autologous CD34+ hematopoietic stem cells (HSCs) transduced with the BB305 lentiviral vector (LVV), encoding human β-globin with a T87Q substitution. This substitution confers anti-sickling properties to the gene therapy-derived hemoglobin (HbAT87Q) and allows for its quantification in transduced HSCs. The proof of concept for LentiGlobin gene therapy in patients with transfusion-dependent β-thalassemia (TDT) and sickle cell disease (SCD) was established in the recently completed HGB-205 study (NCT02151526). Herein, we provide the safety and efficacy outcomes and long-term follow-up data for all 7 treated patients, 4 with TDT and 3 with SCD. Methods Patients 5−35 years old with TDT (≥ 100 mL/kg of packed red blood cells [pRBCs]/year) or severe SCD (e.g., ≥ 2 acute chest syndromes [ACS] or ≥ 2 vaso-occlusive crises in the preceding year or the year before regular transfusions) were enrolled. CD34+ HSCs were obtained by mobilization and apheresis in patients with TDT or by bone marrow harvest in patients with SCD. Following collection, cells were transduced with the BB305 LVV. Patients underwent busulfan myeloablative conditioning and were infused with transduced cells. Patients were monitored for engraftment, adverse events (AEs), HbAT87Q levels, and other hematologic and clinical parameters. After 2 years in HGB-205, patients transitioned into the long-term follow-up study, LTF-303 (NCT02633943). Summary statistics are shown as median (min-max). Results As of June 2019, patients with TDT (n=4) and SCD (n=3) had a median follow-up of 49.6 (40.5-60.6) and 28.5 (25.5-52.5) months, respectively. Table 1 shows patient and drug product characteristics and several key efficacy outcomes. All patients achieved HSC engraftment. LentiGlobin safety profile was consistent with busulfan myeloablative conditioning and, in case of SCD, with the underlying disease state. The most common non-hematologic Grade ≥ 3 AEs post-LentiGlobin gene therapy (≥ 2 patients) for patients with TDT were stomatitis (n=4) and increased aspartate aminotransferase (n=2), and for patients with SCD were ACS (n=2) and vaso-occlusive pain (n=2). In all 4 patients with TDT, total Hb and HbAT87Q levels remained generally stable up to 5 years post-LentiGlobin infusion. Three of 4 patients achieved transfusion independence (TI; defined as weighted average Hb ≥ 9g/dL without pRBC transfusions for ≥ 12 months), for an ongoing duration of 56.3 (38.2-57.6) months. Weighted average total Hb during TI was 11.4 (10.5-13.0) g/dL. One patient has been off transfusions for 37.5 months and had total Hb of 7.7 g/dL, which was below the ≥ 9 g/dL requirement to meet the protocol definition of TI. At last visit, HbAT87Q levels in these 4 patients ranged from 6.2-11.2 g/dL, which contributed 73.8-86.8% of the total Hb. The first patient treated with LentiGlobin for SCD experienced one vaso-occlusive pain episode, which developed at 30 months after LentiGlobin gene therapy following a case of acute gastroenteritis with fever and dehydration. The second SCD patient had 2 serious AEs (SAEs) of ACS approximately 6 and 8 months after LentiGlobin gene therapy. The patient resumed chronic pRBC transfusions and hydroxyurea treatment and subsequently experienced 2 SAEs of vaso-occlusive pain; no additional SAEs of vaso-occlusive pain or ACS were reported during the last 16 months of follow-up after LentiGlobin infusion. The third SCD patient had no episodes of vaso-occlusive pain or ACS during 25.5 months of follow-up post-LentiGlobin gene therapy as of the data cut-off. Two patients with SCD who have been off chronic pRBC transfusions, showed improvement in hemolysis markers post-LentiGlobin treatment and stabilization of HbAT87Q expression at approximately 6 months post-LentiGlobin infusion. Total Hb levels for patients with SCD at last visit were 13.0 g/dL (patient 1), 9.4 g/dL (patient 2), and 9.8 g/dL (patient 3), with corresponding HbAT87Q contributions of 47.9%, 7.9%, and 25.8%, respectively. Summary With up to 5 years of follow-up, treatment with LentiGlobin gene therapy was well tolerated and resulted in improvement in hematologic parameters and disease-related symptoms. Further results from the completed study will be presented. Disclosures Hermine: Celgene: Research Funding; Novartis: Research Funding; AB science: Consultancy, Equity Ownership, Honoraria, Research Funding. Brousse:bluebird bio, Inc: Consultancy; AddMedica: Consultancy. El Nemer:Hemanext: Other: Other. Bartolucci:Novartis: Membership on an entity's Board of Directors or advisory committees; AddMedica: Honoraria, Membership on an entity's Board of Directors or advisory committees; Global Blood Therapeutics: Membership on an entity's Board of Directors or advisory committees; Agios: Membership on an entity's Board of Directors or advisory committees; Roche: Membership on an entity's Board of Directors or advisory committees; HEMANEXT: Membership on an entity's Board of Directors or advisory committees. Asmal:bluebird bio, Inc: Employment, Equity Ownership. Whitney:bluebird bio, Inc: Employment, Equity Ownership. Gayron:bluebird bio, Inc: Employment, Equity Ownership. Huang:bluebird bio, Inc.: Employment, Equity Ownership. de Montalembert:AddMedica: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; bluebird bio, Inc: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees; Novartis: Consultancy, Honoraria, Membership on an entity's Board of Directors or advisory committees. Ribeil:bluebird bio, Inc: Employment, Equity Ownership. Cavazzana:SmartImmune: Other: Founder.

La drepanocytose est une maladie genetique due a une mutation de l’hemoglobine (Hb), entrainant la falciformation des globules rouges (GR), une hemolyse chronique ainsi que des crises vaso-occlusives tres douloureuses. L’echange transfusionnel est une des strategies therapeutiques utilisees pour remplacer les GR malades et diminuer les crises. La qualite des GR transfuses est primordiale, a la fois pour ameliorer le rendement transfusionnel mais aussi pour limiter les interactions pathologiques entre les GR et les cellules endotheliales, endommagees par l’hemolyse. Or, au cours de leur conservation, la qualite des GR diminue, principalement a cause de dommages oxidatifs. La technologie Hemanext permet de conserver les GR en hypoxie, ameliorant la concentration en ATP, 2-3DPG, l’hemolyse et la deformabilite des GR. Notre etude avait pour but de comparer la qualite des GR conserves de facon conventionnelle a ceux conserves avec la technologie Hemanext. Nous avons demontre une non-inferiorite d’Hemanext en termes d’adherence des GR en flux sur des cellules endotheliales. De plus, nous avons mis en evidence une reduction de la concentration en Hb libre (produite par la lyse des GR) dans les poches Hemanext, une baisse de la senescence des GR et de leur adherence sur la thrombospondine, dont la concentration est augmentee pendant la crise drepanocytaire. Ces resultats suggerent que la technologie Hemanext repond aux criteres de securite pour la transfusion des patients drepanocytaires, et pourrait meme leur apporter un benefice clinique.

Introduction: Gene therapy is a highly promising therapeutic strategy in sickle cell disease (SCD). The Phase 1/2 HGB-205 (NCT02151526) clinical study in France is evaluating the safety and efficacy of LentiGlobin gene therapy, which consists of autologous CD34+ cells transduced with a lentiviral vector encoding a human β-globin gene with a point mutation (T87Q) that confers anti-sickling properties. Data from the first successfully treated patient have been published (Ribeil et al, 2017 NEJM). In order to establish the effect of βAT87Q-globin production on red blood cell properties, we have analyzed membrane properties, hemolysis markers, morphology, hemoglobin content, and the extent of HbS polymerization. Methods: Whole blood samples were obtained from 3 patients with SCD (1204, 1207 and 1208) treated in HGB-205 during their clinical follow-up. HbS polymerization level was assessed by O2 dissociation and association curves and cell morphology. Membrane properties were evaluated by RBC density curves in phthalate gradient, deformability under increasing osmolality (LORRCA) and level of adherence to surfaces coated with thrombospondin (TSP), under increasing shear stress (from 0.5 to 5 dynes/cm²). Hemolytic level was determined by measurement of classical markers (LDH, bilirubin and haptoglobin). Hemoglobin contents of total RBCs and reticulocytes (CD71-positive cells sorted) were assessed by reverse-phase HPLC. Results were compared against untreated βSβS patients (n=11 for deformability assay, n=4 for adhesion assay) and healthy donors (n=10 for deformability assay, n=3 for adhesion assay). Results: As of May 29 2018, follow-up, total Hb and HbAT87Q contribution to total Hb for patients 1204, 1207 and 1208 were: 42, 18 and 15 months, 12.2, 8.4, and 10.4 g/dL, and 49.44, 7.77 and 26.99%, respectively. At approximately 30 months post-infusion patient 1204 developed vaso-occlusive pain following an episode of acute gastroenteritis, since then the patient has not had any vaso-occlusive episodes or acute chest syndrome (ACS). Patient 1207 had 2 episodes of ACS approximately 6 and 8 months after LentiGlobin gene therapy and has since been on chronic transfusions and hydroxyurea treatment; the patient subsequently experienced 1 vaso-occlusive pain episode. Patient 1208 has had no episodes of VOCs or ACS post LentiGlobin gene therapy. Dissociation and association of O2 curves for RBCs isolated from the 2 patients free of chronic transfusions (1204 and 1208) and performed 36 and 8 months post infusion, respectively, showed only a slight increase in P50 during re-oxygenation, indicating anti-sickling capability of transgenic HbAT87Q and low levels of HbS polymerization. Density curves showed an overall normal RBC hydration at multiple time points during follow-up, with dense cells contributing 0-4% compared to a mean (±SD) of 12.8% (±7.8) in untreated patients. The deformability of RBCs from the 2 patients (1204 and 1208) evaluated in HGB-205 study was lower than observed for healthy donors but higher than for untreated SCD patients. Under controlled shear stress, TSP adherence was consistently lower for RBCs isolated from the 2 patients (1204 and 1208) in HGB-205 compared to untreated patients with SCD. Slight intravascular hemolysis was observed for the 3 HGB-205 patients during follow-up, but the hemolytic levels improved compared to baseline. RP-HPLC analysis of total RBCs isolated at last visit showed an increase in βAT87Q and a decrease in βS in comparison to reticulocytes, indicating an improved survival of RBCs expressing more anti-sickling β-globin transgene (Table 1). Data on deformability, distribution of fetal Hb and additional adhesion markers will be presented. Conclusions: Our results suggest an improvement in RBC properties for 2 of 3 patients with SCD treated with LentiGlobin gene therapy in the HGB-205 clinical trial compared to non-treated patients with SCD, suggesting a promising potential of this treatment. Disclosures El Nemer: Imara: Research Funding. Negre:Bluebird Bio: Employment, Equity Ownership, Other: Salary. Ribeil:Vitalaire: Research Funding; Bluebird Bio, inc.: Employment. Bartolucci:Addmedica: Research Funding; GBT: Membership on an entity's Board of Directors or advisory committees; Fondation Fabre: Research Funding; Novartis US: Membership on an entity's Board of Directors or advisory committees.

While enucleation is a critical step in the terminal differentiation of human red blood cells, the molecular mechanisms underlying this unique process remain unclear. To investigate erythroblast enucleation, we studied the erythroid differentiation of human embryonic stem cells (hESCs), which provide a unique model for deeper understanding of the development and differentiation of multiple cell types. First, using a two-step protocol, we demonstrated that terminal erythroid differentiation from hESCs is directly dependent on the age of the embryoid bodies. Second, by choosing hESCs in two extreme conditions of erythroid culture, we obtained an original differentiation model which allows one to study the mechanisms underlying the enucleation of erythroid cells by analyzing the gene and miRNA (miR) expression profiles of cells from these two culture conditions. Third, using an integrated analysis of mRNA and miR expression profiles, we identified five miRs potentially involved in erythroblast enucleation. Finally, by selective knockdown of these five miRs we found miR-30a to be a regulator of erythroblast enucleation in hESCs. Stem Cells 2015;33:2431–2441

The induction of micronucleated reticulocytes in the bone marrow is a sensitive indicator of chromosomal damage. Therefore, the micronucleus assay in rodents is widely used in genotoxicity and carcinogenicity testing. A test system based on cultured human primary cells could potentially provide better prediction compared to animal tests, increasing patient safety while also implementing the 3Rs principle, i.e. replace, reduce and refine. Hereby, we describe the development of an in vitro micronucleus assay based on animal-free ex vivo culture of human red blood cells from hematopoietic stem cells. To validate the method, five clastogens with direct action, three clastogens requiring metabolic activation, four aneugenic and three non-genotoxic compounds have been tested. Also, different metabolic systems have been applied. Flow cytometry was used for detection and enumeration of micronuclei. Altogether, the results were in agreement with the published data and indicated that a sensitive and cost effective in vitro assay to assess genotoxicity with a potential to high-throughput screening has been developed. (C) 2015 The Authors. Published by Elsevier Ltd.

Lentiviral modification combined with ex vivo erythroid differentiation was used to stably inhibit RhAG expression, a critical component of the Rh(rhesus) membrane complex defective in the Rh(null) syndrome. The cultured red cells generated recapitulate the major alterations of native Rh(null) cells regarding antigen expression, membrane deformability, and gas transport function, providing the proof of principle for their use as model of Rh(null) syndrome and to investigate Rh complex biogenesis in human primary erythroid cells. Using this model, we were able to reveal for the first time that RhAG extinction alone is sufficient to explain ICAM-4 and CD47 loss observed on native Rh(null) RBCs. Together with the effects of RhAG forced expression in Rh(null) progenitors, this strongly strengthens the hypothesis that RhAG is critical to Rh complex formation. The strategy is also promising for diagnosis purpose in order to overcome the supply from rare blood donors and is applicable to other erythroid defects and rare phenotypes, providing models to dissect membrane biogenesis of multicomplex proteins in erythroid cells, with potential clinical applications in transfusion medicine.

International audience; Background Human induced pluripotent stem cells offer perspectives for cell therapy and research models for diseases. We applied this approach to the normal and pathological erythroid differentiation model by establishing induced pluripotent stem cells from normal and homozygous sickle cell disease donors. Design and Methods We addressed the question as to whether these cells can reach complete erythroid terminal maturation notably with a complete switch from fetal to adult hemoglobin. Sickle cell disease induced pluripotent stem cells were differentiated in vitro into red blood cells and characterized for their terminal maturation in terms of hemoglobin content, oxygen transport capacity, deformability, sickling and adherence. Nucleated erythroblast populations generated from normal and pathological induced pluripotent stem cells were then injected into non-obese diabetic severe combined immunodeficiency mice to follow the in vivo hemoglobin maturation. Results We observed that in vitro erythroid differentiation results in predominance of fetal hemoglobin which rescues the functionality of red blood cells in the pathological model of sickle cell disease. We observed, in vivo, the switch from fetal to adult hemoglobin after infusion of nucleated erythroid precursors derived from either normal or pathological induced pluripotent stem cells into mice. Conclusions These results demonstrate that human induced pluripotent stem cells i) can achieve complete terminal erythroid maturation, in vitro in terms of nucleus expulsion and in vivo in terms of hemoglobin maturation; and ii) open the way to generation of functionally corrected red blood cells from sickle cell disease induced pluripotent stem cells, without any genetic modification or drug treatment. © 2012 Ferrata Storti Foundation.

In vitro RBC production from stem cells could represent an alternative to classic transfusion products. Until now the clinical feasibility of this concept has not been demonstrated. We addressed the question of the capacity of cultured RBCs (cRBCs) to survive in humans. By using a culture protocol permitting erythroid differentiation from peripheral CD34+ HSC, we generated a homogeneous population of cRBC functional in terms of their deformability, enzyme content, capacity of their hemoglobin to fix/release oxygen, and expression of blood group antigens. We then demonstrated in the nonobese diabetes/severe combined immunodeficiency mouse that cRBC encountered in vivo the conditions necessary for their complete maturation. These data provided the rationale for injecting into one human a homogeneous sample of 1010 cRBCs generated under good manufacturing practice conditions and labeled with 51Cr. The level of these cells in the circulation 26 days after injection was between 41% and 63%, which compares favorably with the reported half-life of 28 ± 2 days for native RBCs. Their survival in vivo testifies globally to their quality and functionality. These data establish the proof of principle for transfusion of in vitro–generated RBCs and path the way toward new developments in transfusion medicine. This study is registered at http://www.clinicaltrials.gov as NCT0929266.

This paper proposes a novel strategy for optimizing resources in Multi-Processor Systems-on-Chip (MPSoC). The approach is based on using control-loop feedback mechanism to maximize the efficiency on exploiting available resources such as CPU time, operating frequency, etc. Each Processing Element (PE) in the architecture is equipped with a frequency scaling module responsible for tuning the frequency of processors at run-time according to the application requirements. Results show the system's capability of adapting to disturbing conditions. For validation purposes we have implemented a multi-threaded MJPEG decoder together with an ADPCM audio decoder and a FIR.

In this paper we propose a strategy for better exploiting Multi-Processor Systems-on-Chip resources utilization by means of using a control-loop feedback mechanism. We apply the proposed techniques in a purely distributed memory MPSoC architecture that is composed of a frequency scaling module responsible for tuning the frequency of processors at run-time. Results show very promising in terms of adaptation capabilities for system with dynamic workload. Performance results demonstrate the effectiveness of the proposed approach when workload requirements for applications may vary, affecting the overall performance of the system. For validating the proposed approach we have implemented a multi-thread MJPEG decoder application and created an architecture model with/without perturbations in the system.

The increasing failure rates observed in very deep sub micron silicon technologies pose a major problem to the design of future high-density SoCs. Emerging new architecture based on Multiprocessor SoC (MPSoC) gives the opportunity to exploit the natural redundancy with replicated spare processor in order to maintain the system performance in presence of failures. Based on the assumption that a transient loss of functionality can be tolerated, we study the feasibility and propose a cost-effective dependable hardware/software method which self-substitutes faulty processors with spare processors in a distributed manner. It guarantees the integrity, improves the availability and eases the maintainability of the MPSoC at system-level.

The increasing failure rates observed in very deep sub micron silicon technologies pose a major problem to the design of future high-density SoCs. While hardening techniques originated from critical application areas (automotive, avionics) exist, they usually incur a cost overhead that renders them inadequate for consumer market segments. Thus we present a concept, an implementation and an evaluation of a scalable software-hardware detection, isolation and recovery method. The method exploits the natural redundancy that exists in MPSoCs for enhancing their reliability. Based on the assumption that a transient loss of functionality can be tolerated, the proposed scheme relies on a hardware/software framework that makes it possible to diagnose and to isolate faulty processors in a distributed manner. It guarantees the integrity, improves the availability and eases the maintainability of the MPSoC at system-level.