Blood donor genotyping for prediction of blood group antigens: Results from 5 years' experience (2017-2022).

BACKGROUND AND OBJECTIVES: For 5 years, routine genotyping has been performed for selected blood groups of blood donors in the Copenhagen Capital Region, Denmark. The result is summarized in the following. MATERIALS AND METHODS: Genotyping was carried out by an external service provider using the competitive allele specific PCR (KASP) technology. The genotypes were returned to the blood bank and translated into phenotypes by a proprietary IT application. RESULTS: In total, 65 alleles from 16 blood group systems (ABO, MNS, Rh, Lutheran, Kell, Duffy, Kidd, Diego, Yt, Dombrock, Colton, Landsteiner-Wiener, Cromer, Knops, Vel, secretor status) and the HPA1, HPA5 and HPA15 antigens were interrogated. After translation, phenotypes were imported into the laboratory information management system of the blood bank. The results from 31,538 genotyped blood donors were used to calculate the allele frequencies for a Danish blood donor population. ABO genotyping was done for sample ID purposes. Determination of the 1061delC single nucleotide polymorphism (SNP) (NM_020469.2), most frequently characteristic of ABO*A2, was validated against a series of 1287 samples with Dolichos biflorus lectin determination of the A1 phenotype. CONCLUSION: We report allele frequencies and phenotype frequencies for 16 blood groups from a total of 31,538 genotyped blood donors. Blood products were supplied from a total of 64,312 active blood donors, and of these active blood donors 25,396 (39.5%) were genotyped. These donors represent a valuable resource for patient treatment. This genotyping has enabled the provision of rare genotyped donor blood for patients with alloantibodies and rare reagent cells for serology.

Sulfatide inhibits fibroblast growth, activation and oxidative stress induced by ectopic insulin.

AIM: To study the effect of sulfatide on gene expression and proliferation of human primary fibroblasts induced by insulin, insulin-like growth factor-1 and human growth hormone. MATERIALS AND METHODS: Human primary fibroblasts were exposed to 1, 3 and 30 µM of sulfatide or its precursor galactosylceramide (GalCer). Proliferation was determined by 3 H-thymidine incorporation and gene expression via microarray analysis. RESULTS: Sulfatide and GalCer reduced the growth rate of fibroblasts by 32%-82% when exposed to 0.5 nM insulin. After challenge with 120 µM of H2 O2 , sulfatide reduced membrane leakage. Fibroblast gene expression was altered by sulfatide in gene pathways associated with cell cycle/growth, transforming growth factor-ß function, and encoding of proteins involved in intracellular signalling. NFKBIA, a key control element in NF-кB regulation, was decreased 2-fold by sulfatide. CONCLUSIONS: Sulfatide strongly inhibits fibroblast growth. We therefore suggest the addition of sulfatide to injectable commercial insulin formulations, which would reduce adverse fibroblast growth and improve well-being in patients with diabetes.

Non-Invasive Fetal K Status Prediction: 7 Years of Experience.

Introduction: In the Kell blood group system, the K and k antigens are the clinically most important ones. Maternal anti-K IgG antibodies can lead to the demise of a K-positive fetus in early pregnancy. Intervention can save the fetus. Prenatal K status prediction of the fetus in early pregnancy is desirable and gives a good basis for pregnancy risk management. We present the results from 7 years of clinical experience in predicting fetal K status as well as some theoretical considerations relevant for design of the assay and evaluation of results. Methods: Blood was collected from 43 women, all immunized against K, at a mean gestational age of 18 weeks (range 10-38). A total of 56 consecutive samples were tested. The KEL *01.01 /KEL *02 single nucleotide variant that determines K status was amplified from maternal plasma DNA by PCR without allele specificity. The PCR product was sequenced by NGS technology, and the number of sequenced KEL *01.01 and KEL *02 reads were counted. Prediction of the fetal K status was based on this count and was compared with the serologically determined K status of the newborns. Results: All fetal K predictions were in accordance with postnatal serology where available (n = 34), using our current data analysis. Conclusion: We have developed an NGS-based method for the non-invasive prediction of fetal K status. This approach requires special considerations in terms of primer design, stringent preanalytical sample handling, and careful analytical procedures. We analyzed samples starting at GA 10 weeks and demonstrated the correct prediction of fetal K status. This assay enables timely clinical intervention in pregnancies at risk of hemolytic disease of the fetus and newborn caused by maternal anti-K IgG antibodies.

Exome-Based Trio Analysis for Diagnosis of the Cause of Congenital Severe Hemolytic Anemia in a Child.

Inborn hemolytic anemia requiring frequent blood transfusions can be a life-threatening disease. Treatment, besides blood transfusion, includes iron chelation for prevention of iron accumulation due to frequent blood transfusions. We present the results of a clinical investigation where the proband was diagnosed with severe hemolytic anemia of unknown origin soon after birth. Transfusion was required every 4-6 weeks. After whole exome sequencing of the proband and his parents as well as a healthy sibling, we established that the proband had a compound heterozygous state carrying two rare variants in the erythrocytic spectrin gene, SPTA1. The maternal allele was a stop mutation (rs755630903) and the paternal allele was a missense mutation (rs375506528). The healthy sibling had the paternal variant but not the maternal variant. These rare variants of SPTA1 most likely account for the hemolytic anemia. A severely reduced osmotic resistance in the erythrocytes from the proband was demonstrated. Splenectomy considerably improved the hemolytic anemia and obviated the need for blood transfusion despite the severe clinical presentation.

Prenatal prediction of fetal Rh C, c and E status by amplification of maternal cfDNA and deep sequencing.

BACKGROUND: The Rh blood group system has considerable clinical importance. The C, c, and E antigens are targets of alloantibodies. Anti-C, anti-c or anti-E alloreactive antibodies produced in pregnant women can cause anemia of a fetus carrying the corresponding antigens. AIMS: Based on NGS technology, we have developed a noninvasive diagnostic assay to predict the fetal blood group of C, c or E antigens by sequencing cell-free DNA (cfDNA) during pregnancy. MATERIALS AND METHODS: The SNVs underlying either the C, c or E antigens were PCR amplified and sequenced using NGS on a MiSeq instrument. The DNA sequences encoding the C, c or E antigen were counted, as were the number of total sequences. Based on the percentage of fetally derived target SNVs inherited from the father, the fetal blood group could be predicted. RESULTS: The results of 55 consecutive RHCE prenatal analyses with postnatal serological blood group determination of 30 newborns showed no discordant results. A threshold discerning positive from negative samples was set at 0.05% specific reads. DISCUSSION: Noninvasive, prenatal prediction of fetal blood groups by sequencing cfDNA for the detection of low-level RHCE*C, RHCE*c and RHCE*E sequences was established as an accurate and robust assay applicable for use in clinical settings.

Laboratory Monitoring of Mother, Fetus, and Newborn in Hemolytic Disease of Fetus and Newborn.

BACKGROUND: Laboratory monitoring of mother, fetus, and newborn in hemolytic disease of fetus and newborn (HDFN) aims to guide clinicians and the immunized women to focus on the most serious problems of alloimmunization and thus minimize the consequences of HDFN in general and of anti-D in particular. Here, we present the current approach of laboratory screening and testing for prevention and monitoring of HDFN at the Copenhagen University Hospital in Denmark. SUMMARY: All pregnant women are typed and screened in the 1st trimester. This serves to identify the RhD-negative pregnant women who at gestational age (GA) of 25 weeks are offered a second screen test and a non-invasive fetal RhD prediction. At GA 29 weeks, and again after delivery, non-immunized RhD-negative women carrying an RhD-positive fetus are offered Rh immunoglobulin. If the 1st trimester screen reveals an alloantibody, antenatal investigation is initiated. This also includes RhD-positive women with alloantibodies. Specificity and titer are determined, the fetal phenotype is predicted by non-invasive genotyping based on cell-free DNA (RhD, K, Rhc, RhC, RhE, ABO), and serial monitoring of titer commences. Based on titers and specificity, monitoring with serial peak systolic velocity measurements in the fetal middle cerebral artery to detect anemia will take place. Intrauterine transfusion is given when fetal anemia is suspected. Monitoring of the newborn by titer and survival of fetal red blood cells by flow cytometry will help predict the length of the recovery of the newborn.

Next Generation Sequencing-Based Fetal ABO Blood Group Prediction by Analysis of Cell-Free DNA from Maternal Plasma.

INTRODUCTION: ABO blood group incompatibility between a pregnant woman and her fetus as a cause of morbidity or mortality of the fetus or newborn remains an important, albeit rare, risk. When a pregnant woman has a high level of anti-A or anti-B IgG antibodies, the child may be at risk for hemolytic disease of the fetus and newborn (HDFN). Performing a direct prenatal determination of the fetal ABO blood group can provide valuable clinical information. OBJECTIVE: Here, we report a next generation sequencing (NGS)-based assay for predicting the prenatal ABO blood group. MATERIALS AND METHODS: A total of 26 plasma samples from 26 pregnant women were tested from gestational weeks 12 to 35. Of these samples, 20 were clinical samples and 6 were test samples. Extracted cell-free DNA was PCR-amplified using 2 primer sets followed by NGS. NGS data were analyzed by 2 different methods, FASTQ analysis and a grep search, to ensure robust results. The fetal ABO prediction was compared with the known serological infant ABO type, which was available for 19 samples. RESULTS: There was concordance for 19 of 19 predictable samples where the phenotype information was available and when the analysis was done by the 2 methods. For immunized pregnant women (n = 20), the risk of HDFN was predicted for 12 fetuses, and no risk was predicted for 7 fetuses; one result of the clinical samples was indeterminable. Cloning and sequencing revealed a novel variant harboring the same single nucleotide variations as ABO*O.01.24 with an additional c.220C>T substitution. An additional indeterminable result was found among the 6 test samples and was caused by maternal heterozygosity. The 2 indeterminable samples demonstrated limitations to the assay due to hybrid ABO genes or maternal heterozygosity. CONCLUSIONS: We pioneered an NGS-based fetal ABO prediction assay based on a cell-free DNA analysis from maternal plasma and demonstrated its application in a small number of samples. Based on the calculations of variant frequencies and ABO*O.01/ABO*O.02 heterozygote frequency, we estimate that we can assign a reliable fetal ABO type in approximately 95% of the forthcoming clinical samples of type O pregnant women. Despite the vast genetic variations underlying the ABO blood groups, many variants are rare, and prenatal ABO prediction is possible and adds valuable early information for the prevention of ABO HDFN.

Blood group genotyping of blood donors: validation of a highly accurate routine method.

BACKGROUND: In the past century, blood group determination using serology has been the standard method. Now, molecular methods are gaining traction, which provide additional and easily accessible information. Here we designed and validated a high-throughput extended genotyping setup. STUDY DESIGN AND METHODS: We developed 35 competitive allele-specific polymerase chain reaction assays for genotyping of blood donors. Samples from 1034 Danish blood donors were genotyped, and 45,314 red blood cell antigens and 6148 platelet antigens were predicted. Predicted phenotypes were compared with 16,119 serologic phenotypes. RESULTS: We found 62 discrepancies of which 43 were due to serology. After exclusion of the discrepancies caused by serology, the accuracy of genotyping was 99.9%. Of 17 discrepancies caused by the genotype, three were incorrect antigen-negative predictions and could potentially, as the solitary analysis, have caused an adverse transfusion reaction. CONCLUSION: We have established a robust and highly accurate blood group genotyping system with a very high capacity for screening blood donors. The system represents a significant improvement over the former serotyping-only procedure. Almost all new technology in medicine incurs increased costs, but the presented efficient genotyping system is a rare example of a significant qualitative and quantitative technologic progress that is also more cost-efficient than previous technologies.

Congenital sideroblastic anemia due to mutations in the mitochondrial HSP70 homologue HSPA9.

The congenital sideroblastic anemias (CSAs) are relatively uncommon diseases characterized by defects in mitochondrial heme synthesis, iron-sulfur (Fe-S) cluster biogenesis, or protein synthesis. Here we demonstrate that mutations in HSPA9, a mitochondrial HSP70 homolog located in the chromosome 5q deletion syndrome 5q33 critical deletion interval and involved in mitochondrial Fe-S biogenesis, result in CSA inherited as an autosomal recessive trait. In a fraction of patients with just 1 severe loss-of-function allele, expression of the clinical phenotype is associated with a common coding single nucleotide polymorphism in trans that correlates with reduced messenger RNA expression and results in a pseudodominant pattern of inheritance.

Cell-Free DNA and Next-Generation Sequencing for Prenatal Diagnosis.

Deep sequencing by NGS of targeted amplicons can identify rare genetic variants in a pool of DNA where the vast majority of genomic DNA does not contain the variant. This approach can be used to detect a previously described paternally inherited, fetal variant in cell-free DNA (cfDNA) in maternal plasma. This is useful in cases where risk for the fetus is contingent upon inheritance of a paternal variant that the woman does not have. Both pathogenic and non-pathogenic variants that the woman does not have can be detected. In cases of compound heterozygosity, presence of the paternal pathogenic variant also requires detection of the maternal variant for risk assessment, which requires a chorion villus biopsy.We have used this approach to focus on detection of fetal blood groups in cases of presence of maternal alloantibodies against blood group antigens in pregnancy, to predict whether the fetus has inherited a blood group antigen that is targeted by the alloantibodies. In cases of maternal alloantibodies against blood group antigens, the fetus is at risk of hemolytic disease of the fetus and newborn (HDFN). With a known specificity of the maternal antibodies and if the fetal blood group can be determined in the pregnancy, then it can be ascertained if the fetus is at risk of HDFN and rational pregnancy care can be instituted. A noninvasive procedure avoids risks for the fetus. We have reported a procedure based on NGS analysis of PCR amplified cfDNA from maternal plasma. Some fetuses may die as early as week 18. We use this approach to predict fetal K, k, RhC, Rhc, RhE, and ABO blood groups in cases with a risk of HDFN due to the corresponding maternally produced antibodies.The NGS-based analysis can predict the presence or absence of incompatible antigens on the fetal RBCs.In this chapter, a noninvasive method for predicting some fetal blood groups early in pregnancy is described. There is a clinical need for such assays, and they may be a useful tool for management of pregnancies complicated by these alloantibodies within the field of precision medicine.

SMIM1 absence is associated with reduced energy expenditure and excess weight.

BACKGROUND: Obesity rates have nearly tripled in the past 50 years, and by 2030 more than 1 billion individuals worldwide are projected to be obese. This creates a significant economic strain due to the associated non-communicable diseases. The root cause is an energy expenditure imbalance, owing to an interplay of lifestyle, environmental, and genetic factors. Obesity has a polygenic genetic architecture; however, single genetic variants with large effect size are etiological in a minority of cases. These variants allowed the discovery of novel genes and biology relevant to weight regulation and ultimately led to the development of novel specific treatments. METHODS: We used a case-control approach to determine metabolic differences between individuals homozygous for a loss-of-function genetic variant in the small integral membrane protein 1 (SMIM1) and the general population, leveraging data from five cohorts. Metabolic characterization of SMIM1-/- individuals was performed using plasma biochemistry, calorimetric chamber, and DXA scan. FINDINGS: We found that individuals homozygous for a loss-of-function genetic variant in SMIM1 gene, underlying the blood group Vel, display excess body weight, dyslipidemia, altered leptin to adiponectin ratio, increased liver enzymes, and lower thyroid hormone levels. This was accompanied by a reduction in resting energy expenditure. CONCLUSION: This research identified a novel genetic predisposition to being overweight or obese. It highlights the need to investigate the genetic causes of obesity to select the most appropriate treatment given the large cost disparity between them. FUNDING: This work was funded by the National Institute of Health Research, British Heart Foundation, and NHS Blood and Transplant.

Next-generation sequencing: proof of concept for antenatal prediction of the fetal Kell blood group phenotype from cell-free fetal DNA in maternal plasma.

BACKGROUND: Maternal immunization against KEL1 of the Kell blood group system can have serious adverse consequences for the fetus as well as the newborn baby. Therefore, it is important to determine the phenotype of the fetus to predict whether it is at risk. We present data that show the feasibility of predicting the fetal KEL1 phenotype using next-generation sequencing (NGS) technology. STUDY DESIGN AND METHODS: The KEL1/2 single-nucleotide polymorphism was polymerase chain reaction (PCR) amplified with one adjoining base, and the PCR product was sequenced using a genome analyzer (GAIIx, Illumina); several millions of PCR sequences were analyzed. RESULTS: The results demonstrated the feasibility of diagnosing the fetal KEL1 or KEL2 blood group from cell-free DNA purified from maternal plasma. CONCLUSION: This method requires only one primer pair, and the large amount of sequence information obtained allows well for statistical analysis of the data. This general approach can be integrated into current laboratory practice and has numerous applications. Besides DNA-based predictions of blood group phenotypes, platelet phenotypes, or sickle cell anemia, and the determination of zygosity, various conditions of chimerism could also be examined using this approach. To our knowledge, this is the first report focused on antenatal blood group determination using NGS.

Reduced susceptibility to COVID-19 associated with ABO blood group and pre-existing anti-A and anti-B antibodies.

BACKGROUND: Susceptibility to severe acute respiratory syndrome coronavirus 2 shows individual variability in un-vaccinated and previously un-exposed individuals. We investigated the impact of ABO blood group, titers of anti-A and anti-B, other blood group antigens, and the extracellular deposition of ABH antigens as controlled by secretor fucosyltransferase 2 (FUT2) status. STUDY DESIGN AND METHODS: We studied incidents in three different hospitals between April to September 2020, where un-diagnosed coronavirus disease 2019 (COVID-19) patients were cared for by health care workers without use of personal protection and with close contact while delivering therapy. We recruited 108 exposed staff, of whom 34 were diagnosed with COVID-19. ABO blood type, titer of anti-A and -B, blood group specific alleles, and secretor status were determined. RESULTS: Blood group O was associated with lower risk of COVID-19 (OR 0.39, 95 %CI (0.16-0.92), p = 0.03) compared to non-O, i.e., blood groups A, B and AB. High titer anti-A immunoglobulin G (IgG) compared to low titer was associated with lower risk of COVID-19 (OR 0.24 95 %CI (0.07-0.78), p = 0.017). High titer of anti-B immunoglobulin M (IgM) compared to no anti-B (IgM) was associated with lower risk of COVID-19 (OR 0.16, 95 %CI (0.039-0.608), p = 0.006) and the same applies to low titer anti-B (IgM) compared to no titer (OR 0.23, 95 %CI (0.07-0.72), p = 0.012). The 33Pro variant in Integrin beta-3, that is part of human platelet antigen 1b (HPA-1b), was associated with lower risk of COVID-19 (OR 0.23, 95 %CI (0.034-0.86), p = 0.028). CONCLUSION: Our data showed that blood group O, anti-A (IgG) titer, anti-B (IgM) titer as well as HPA-1b are associated with lower risk for COVID-19.

Hunting for the elusive target antigen in gestational alloimmune liver disease (GALD).

The prevailing concept is that gestational alloimmune liver disease (GALD) is caused by maternal antibodies targeting a currently unknown antigen on the liver of the fetus. This leads to deposition of complement on the fetal hepatocytes and death of the fetal hepatocytes and extensive liver injury. In many cases, the newborn dies. In subsequent pregnancies early treatment of the woman with intravenous immunoglobulin can be instituted, and the prognosis for the fetus will be excellent. Without treatment the prognosis can be severe. Crucial improvements of diagnosis require identification of the target antigen. For this identification, this work was based on two hypotheses: 1. The GALD antigen is exclusively expressed in the fetal liver during normal fetal life in all pregnancies; 2. The GALD antigen is an alloantigen expressed in the fetal liver with the woman being homozygous for the minor allele and the father being, most frequently, homozygous for the major allele. We used three different experimental approaches to identify the liver target antigen of maternal antibodies from women who had given birth to a baby with the clinical GALD diagnosis: 1. Immunoprecipitation of antigens from either a human liver cell line or human fetal livers by immunoprecipitation with maternal antibodies followed by mass spectrometry analysis of captured antigens; 2. Construction of a cDNA expression library from human fetal liver mRNA and screening about 1.3 million recombinants in Escherichia coli using antibodies from mothers of babies diagnosed with GALD; 3. Exome/genome sequencing of DNA from 26 presumably unrelated women who had previously given birth to a child with GALD with husband controls and supplementary HLA typing. In conclusion, using the three experimental approaches we did not identify the GALD target antigen and the exome/genome sequencing results did not support the hypothesis that the GALD antigen is an alloantigen, but the results do not yield basis for excluding that the antigen is exclusively expressed during fetal life., which is the hypothesis we favor.

Report of the first nationally implemented clinical routine screening for fetal RHD in D- pregnant women to ascertain the requirement for antenatal RhD prophylaxis.

BACKGROUND: A combination of antenatal and postnatal RhD prophylaxis is more effective in reducing D immunization in pregnancy than postnatal RhD prophylaxis alone. Based on the result from antenatal screening for the fetal RHD gene, antenatal RhD prophylaxis in Denmark is given only to those D- women who carry a D+ fetus. We present an evaluation of the first national clinical application of antenatal RHD screening. STUDY DESIGN AND METHODS: In each of the five Danish health care regions, blood samples were drawn from D- women in Gestational Week 25. DNA was extracted from the maternal plasma and analyzed for the presence of the RHD gene by real-time polymerase chain reaction targeting two RHD exons. Prediction of the fetal RhD type was compared with serologic typing of the newborn in 2312 pregnancies, which represented the first 6 months of routine analysis. RESULTS: For the detection of fetal RHD, the sensitivity was 99.9%. The accuracy was 96.5%. The recommendation for unnecessary antenatal RhD prophylaxis for women carrying a D- fetus was correctly avoided in 862 cases (37.3%), while 39 women (1.7%) were recommended for antenatal RhD prophylaxis unnecessarily. Two RHD+ fetuses (0.087%) were not detected, and antenatal RhIG was not given. CONCLUSION: These data represent the first demonstration of the reliability of routine antenatal fetal RHD screening in D-, pregnant women to ascertain the requirement for antenatal RhD prophylaxis. Our findings should encourage the implementation of such screening programs worldwide, to reduce the unnecessary use of RhIG.

Is current serologic RhD typing of blood donors sufficient for avoiding immunization of recipients?

BACKGROUND: Avoiding immunization with clinically important antibodies is a primary objective in transfusion medicine. Therefore, it is central to identify the extent of D antigens that escape routine RhD typing of blood donors and to improve methodology if necessary. STUDY DESIGN AND METHODS: We screened 5058 D- donors for the presence of the RHD gene, targeting Exons 5, 7, and 10 with real-time polymerase chain reaction. Samples that were positive in the screen test were investigated further by adsorption-elution, antibody consumption, flow cytometry, and sequencing of all RHD exons with intron-specific primers. Lookback was performed on all recipients of RBCs from RHD+ donors. RESULTS: We found 13 RHD+ samples (0.26%). No variants or chimeras were found. Characterization of DNA revealed a novel DEL type (IVS2-2 A>G). In the lookback of the 136 transfusions with subsequent antibody follow-up, of which 13 were from DEL donors, one recipient developed anti-D. However, in this case, a competing and more likely cause of immunization was the concurrent transfusion of D+ platelets. Eleven recipients were immunized with 13 antibodies different from anti-D, of which five were anti-K. CONCLUSION: In our laboratory, serologic RhD typing was safe. We detected all D variants and only missed DEL types. In assessing the immunization risk we included a DEL donor, found previous to this study, that did immunize a recipient with anti-D. We conclude that inadvertent immunization with D antigens in our setting was rare and in the order of 1.4 in 100,000 D- transfusions.

Evaluation of two real-time multiplex PCR screening assays detecting fetal RHD in plasma from RhD negative women to ascertain the requirement for antenatal RhD prophylaxis.

OBJECTIVE: To evaluate two different multiplex real-time PCR assays detecting fetal RHD for screening of RhD negative women in relation to antenatal RhD prophylaxis. METHODS: We designed a duplex assay for the detection of RHD exon 7 and 10 and a triplex assay for the detection of RHD exon 7, 10 and 5. We used the same fluorescent dye for the exon 7 and 10 probes to increase sensitivity; exon 5 was VIC labeled. We evaluated possible inhibition of DNA amplification with dilution experiments. We then tested the two multiplex assays with DNA extracted from 97 plasma samples from 38 RhD negative women in gestational weeks 6-37. RESULTS: Dilution experiments revealed no inhibition of amplification in the multiplex assays. For plasma samples, the duplex assay was significantly more sensitive than the triplex assay (p < 0.0001). For the duplex assay (exon 7/10), accuracy was 99.0%. For the triplex assay (exon 7/10), accuracy was 94.2%. Detection of exon 5 was less reliable. CONCLUSION: The duplex assay using exon 7/10 was the most reliable for prenatal prediction of fetal RhD type as a candidate assay for screening of RhD negative women in relation to antenatal RhD prophylaxis. The triplex assay needs further optimization.

Application of a deep learning-based image analysis and live-cell imaging system for quantifying adipogenic differentiation kinetics of adipose-derived stem/stromal cells.

Quantitative methods for assessing differentiative potency of adipose-derived stem/stromal cells may lead to improved clinical application of this multipotent stem cell, by advancing our understanding of specific processes such as adipogenic differentiation. Conventional cell staining methods are used to determine the formation of adipose areas during adipogenesis as a qualitative representation of adipogenic potency. Staining methods such as oil-red-O are quantifiable using absorbance measurements, but these assays are time and material consuming. Detection methods for cell characteristics using advanced image analysis by machine learning are emerging. Here, live-cell imaging was combined with a deep learning-based detection tool to quantify the presence of adipose areas and lipid droplet formation during adipogenic differentiation of adipose-derived stem/stromal cells. Different detection masks quantified adipose area and lipid droplet formation at different time points indicating kinetics of adipogenesis and showed differences between individual donors. Whereas CEBPA and PPARG expression seems to precede the increase in adipose area and lipid droplets, it might be able to predict expression of ADIPOQ. The applied method is a proof of concept, demonstrating that deep learning methods can be used to investigate adipogenic differentiation and kinetics in vitro using specific detection masks based on algorithm produced from annotation of image data.

[Treatment of monogenic disorders with viral transduced haematopoietic stem cells].

Infusion of ex vivo transduced haematopoietic stem cells (HSC) has emerged as a promising new treatment of certain monogenetic disorders. Since early clinical studies on patients with severe combined immune deficiency were halted due to de novo leukaemia, the technology has matured. Thus, treatment of transfusion-dependent thalassaemia and adenosine deaminase deficient severe combined immunodeficiency by using lentiviral vectors for gene correction of autologous HSC can induce expression of the deficient protein and thus potentially cure the patients. The review summarises recent advances allowing for clinical implementation of the treatment in Denmark.