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1.
Mol Ther Nucleic Acids ; 34: 102025, 2023 Dec 12.
Article in English | MEDLINE | ID: mdl-37744176

ABSTRACT

Hemoglobin switching is a complex biological process not yet fully elucidated. The mechanism regulating the suppression of fetal hemoglobin (HbF) expression is of particular interest because of the positive impact of HbF on the course of diseases such as ß-thalassemia and sickle cell disease, hereditary hemoglobin disorders that affect the health of countless individuals worldwide. Several transcription factors have been implicated in the control of HbF, of which BCL11A has emerged as a major player in HbF silencing. SOX6 has also been implicated in silencing HbF and is critical to the silencing of the mouse embryonic hemoglobins. BCL11A and SOX6 are co-expressed and physically interact in the erythroid compartment during differentiation. In this study, we observe that BCL11A knockout leads to post-transcriptional downregulation of SOX6 through activation of microRNA (miR)-365-3p. Downregulating SOX6 by transient ectopic expression of miR-365-3p or gene editing activates embryonic and fetal ß-like globin gene expression in erythroid cells. The synchronized expression of BCL11A and SOX6 is crucial for hemoglobin switching. In this study, we identified a BCL11A/miR-365-3p/SOX6 evolutionarily conserved pathway, providing insights into the regulation of the embryonic and fetal globin genes suggesting new targets for treating ß-hemoglobinopathies.

2.
Nat Med ; 28(1): 63-70, 2022 01.
Article in English | MEDLINE | ID: mdl-34980909

ABSTRACT

ß-Thalassemias are inherited anemias that are caused by the absent or insufficient production of the ß chain of hemoglobin. Here we report 6-8-year follow-up of four adult patients with transfusion-dependent ß-thalassemia who were infused with autologous CD34+ cells transduced with the TNS9.3.55 lentiviral globin vector after reduced-intensity conditioning (RIC) in a phase 1 clinical trial ( NCT01639690) . Patients were monitored for insertional mutagenesis and the generation of a replication-competent lentivirus (safety and tolerability of the infusion product after RIC-primary endpoint) and engraftment of genetically modified autologous CD34+ cells, expression of the transduced ß-globin gene and post-transplant transfusion requirements (efficacy-secondary endpoint). No unexpected safety issues occurred during conditioning and cell product infusion. Hematopoietic gene marking was very stable but low, reducing transfusion requirements in two patients, albeit not achieving transfusion independence. Our findings suggest that non-myeloablative conditioning can achieve durable stem cell engraftment but underscore a minimum CD34+ cell transduction requirement for effective therapy. Moderate clonal expansions were associated with integrations near cancer-related genes, suggestive of non-erythroid activity of globin vectors in stem/progenitor cells. These correlative findings highlight the necessity of cautiously monitoring patients harboring globin vectors.


Subject(s)
Genetic Therapy/methods , Genetic Vectors , Globins/genetics , Lentivirus/genetics , Transplantation Conditioning/methods , beta-Thalassemia/therapy , Adolescent , Adult , Antigens, CD34/genetics , Blood Transfusion , Female , Humans , Male , Transduction, Genetic , Young Adult
3.
Int J Mol Sci ; 22(4)2021 Feb 20.
Article in English | MEDLINE | ID: mdl-33672664

ABSTRACT

Distal Arthrogryposis type 5D (DA5D) is characterized by congenital contractures involving the distal joints, short stature, scoliosis, ptosis, astigmatism, and dysmorphic features. It is inherited in an autosomal recessive manner, and it is a result of homozygous or compound heterozygous variants in the ECEL1 gene. Here, we report two patients of Sardinian origin harboring a new intronic homozygous variant in ECEL1 (c.1507-9G>A), which was predicted to affect mRNA splicing by activating a cryptic acceptor site. The frequency of the variant is very low in the general human population, and its presence in our families can be attributed to a founder effect. This study provides an updated review of the known causative mutations of the ECEL1 gene, enriching the allelic spectrum to include the noncoding sequence.


Subject(s)
Arthrogryposis/genetics , Genetic Variation , Introns/genetics , Metalloendopeptidases/genetics , Ophthalmoplegia/genetics , Retinal Diseases/genetics , Adolescent , Chromosomes, Human/genetics , Computer Simulation , Exome/genetics , Female , Humans , Infant, Newborn , Male , Pedigree
4.
Haematologica ; 106(2): 474-482, 2021 02 01.
Article in English | MEDLINE | ID: mdl-32107331

ABSTRACT

The human fetal γ-globin gene is repressed in the adult stage through complex regulatory mechanisms involving transcription factors and epigenetic modifiers. Reversing γ-globin repression, or maintaining its expression by manipulating regulatory mechanisms, has become a major clinical goal in the treatment of ß-hemoglobinopathies. Here, we identify the orphan nuclear receptor Coup-TFII (NR2F2/ARP-1) as an embryonic/fetal stage activator of γ-globin expression. We show that Coup-TFII is expressed in early erythropoiesis of yolk sac origin, together with embryonic/fetal globins. When overexpressed in adult cells (including peripheral blood cells from human healthy donors and ß039 thalassemic patients) Coup-TFII activates the embryonic/fetal globins genes, overcoming the repression imposed by the adult erythroid environment. Conversely, the knock-out of Coup-TFII increases the ß/γ+ß globin ratio. Molecular analysis indicates that Coup-TFII binds in vivo to the ß-locus and contributes to its conformation. Overall, our data identify Coup-TFII as a specific activator of the γ-globin gene.


Subject(s)
Orphan Nuclear Receptors , gamma-Globins , COUP Transcription Factor II/genetics , COUP Transcription Factor II/metabolism , Carrier Proteins/genetics , Humans , Promoter Regions, Genetic , gamma-Globins/genetics
5.
Br J Haematol ; 192(2): 395-404, 2021 01.
Article in English | MEDLINE | ID: mdl-33216968

ABSTRACT

Hereditary persistence of fetal haemoglobin (HPFH) is the major modifier of the clinical severity of ß-thalassaemia. The homozygous mutation c.-196 C>T in the Aγ-globin (HBG1) promoter, which causes Sardinian δß0 -thalassaemia, is able to completely rescue the ß-major thalassaemia phenotype caused by the ß0 39-thalassaemia mutation, ensuring high levels of fetal haemoglobin synthesis during adulthood. Here, we describe a CRISPR/Cas9 genome-editing approach, combined with the non-homologous end joining (NHEJ) pathway repair, aimed at reproducing the effects of this naturally occurring HPFH mutation in both HBG promoters. After selecting the most efficient guide RNA in K562 cells, we edited the HBG promoters in human umbilical cord blood-derived erythroid progenitor 2 cells (HUDEP-2) and in haematopoietic stem and progenitor cells (HSPCs) from ß0 -thalassaemia patients to assess the therapeutic potential of HbF induction. Our results indicate that small deletions targeting the -196-promoter region restore high levels of fetal haemoglobin (HbF) synthesis in all cell types tested. In pools of HSPCs derived from homozygous ß0 39-thalassaemia patients, a 20% editing determined a parallel 20% increase of HbF compared to unedited pools. These results suggest that editing the region of HBG promoters around the -196 position has the potential to induce therapeutic levels of HbF in patients with most types of ß-thalassaemia irrespective of the ß-globin gene (HBB) mutations.


Subject(s)
Fetal Hemoglobin/genetics , Gene Editing/methods , Hematopoietic Stem Cells/metabolism , beta-Thalassemia/genetics , CRISPR-Cas Systems , Cells, Cultured , HEK293 Cells , Humans , K562 Cells , Up-Regulation
6.
Qual Life Res ; 27(10): 2533-2539, 2018 Oct.
Article in English | MEDLINE | ID: mdl-29922915

ABSTRACT

PURPOSE: The aim of this study has been to evaluate the physical, psychological, and social well-being in a large group of Sardinian adult patients with transfusion-dependent beta-Thalassemia when compared with a group of healthy subjects of the same age and geographical extraction. METHODS: Male or female patients ≥ 18 years of age with Thalassemia major on regular transfusion at Thalassemia Center in Cagliari (Italy) were requested to complete the World Health Organization Quality of life-BREF (WHOQOL-BREF) questionnaire. The WHOQOL-BREF was also made available online to age- and sex-matched non-thalassemic adult subjects living in Sardinia. RESULTS: Two hundred and seven subjects with Thalassemia were invited to participate in the study. The questionnaire was also completed by 211 age- and sex-matched non-thalassemic subjects living in Sardinia. Scores suggestive of a good quality of life were obtained in all the areas investigated. Thalassemia patients had scores at least as good as those of non-thalassemic subjects in all items and the percentage of those with a score ≥ 60 was higher among patients. The analysis of demographic actually highlights that the disease has a little effect on their personal and social lives. There was a positive association between subjective well-being and effective clinical conditions. Moreover, the association between health perception and adherence to treatment suggests that compliance with treatment contributes to the well-being of the patient, both physically and psychologically. CONCLUSIONS: Adult subjects with Thalassemia who live in Western countries have a good quality of life in accordance with the advances in the management of the disease.


Subject(s)
Blood Transfusion , Quality of Life/psychology , Thalassemia , Adolescent , Adult , Aged , Cross-Sectional Studies , Female , Humans , Italy , Male , Middle Aged , Patient Compliance , Surveys and Questionnaires , Thalassemia/pathology , Thalassemia/psychology , Thalassemia/therapy , World Health Organization , Young Adult
7.
Blood Cells Mol Dis ; 69: 102-106, 2018 03.
Article in English | MEDLINE | ID: mdl-29162392

ABSTRACT

Limited information is available on the hematological characterization of the α-thalassemia carrier in pediatric age. The objective of this report was to evaluate the red cell indices according to the α-globin genotype in a cohort of children evaluated in Sardinia. Moreover, we verified the frequency of different α-globin genotypes in this cohort. A total of 453 subjects were investigated for hematological indices and for the most common α-globin defects present in Sardinia. Of them, 352 with HbA2≤3.2%, and no iron deficiency anemia were taken into consideration to evaluate the red cell indices according to the α-globin genotype in pediatric age. A total of 11 different α-genotypes were detected, confirming the wide heterogeneity of α-thalassemia in Sardinia. Moreover, our results showed that the hematological parameters in normal children may be conditioned by the clinically occult coinheritance of mild α-thalassemia alleles as already described in the adult population while microcytosis and hypocromia in children without iron deficiency should suggest the coexistence of two α-globin defects. We concluded that recognizing the α-globin gene mutations for a particular population with their particular red cell indices may help pediatricians to perform a correct diagnosis distinguishing among physiological and pathological types of microcytosis and hypocromia.


Subject(s)
Genetic Association Studies , Genotype , Hematopoiesis/genetics , Phenotype , alpha-Globins/genetics , Adolescent , Biomarkers , Child , Child, Preschool , Erythrocyte Indices , Female , Fetal Hemoglobin/genetics , Genetic Predisposition to Disease , Humans , Infant , Male , alpha-Thalassemia/blood , alpha-Thalassemia/diagnosis , alpha-Thalassemia/genetics
8.
Am J Hematol ; 92(12): 1303-1310, 2017 Dec.
Article in English | MEDLINE | ID: mdl-28850704

ABSTRACT

Allogeneic hematopoietic stem cell transplantation (HSCT) in thalassemia remains a challenge. We reported a single-centre case-control study of a large cohort of 516 children and adult patients treated with HSCT or blood transfusion support and iron chelation therapy; 258 patients (median age 12, range 1-45) underwent sibling (67%) or unrelated (33%) HSCT; 97 patients were adults (age ≥ 16 years). The median follow-up after HSCT was 11 years (range 1-30). The conditioning regimen was busulfan (80.6%) or treosulfan-based (19.4%). A cohort of 258 age-sex matched conventionally treated (CT) patients was randomly selected. In transplanted patients the 30-year overall survival (OS) and thalassemia-free survival (TFS) were 82.6 ± 2.7% and 77.8 ± 2.9%, compared to the OS of 85.3 ± 2.7% in CT patients (P = NS); The incidence of grade II-IV acute and chronic graft versus host disease (GvHD) was 23.6% and 12.9% respectively. The probability of rejection was 6.9%. Transplant-related mortality (TRM) (13.8%) was similar to the probability of dying of cardiovascular events in CT patients (12.2%). High-risk Pesaro score (class 3) was associated with lower OS (OR = 1.99, 95% C.I.=1.31-3.03) and TFS (OR = 1.54, 95% C.I.=1.12-2.12). In adult patients, the 23-years OS and TFS after HSCT were 70 ± 5% and 67.3 ± 5%, compared to 71.2 ± 5% of OS in CT (P = NS). Finally, treosulfan was associated with lower risk of acute GvHD (P = .004; OR = 0.28, 95% C.I.=0.12-0.67). In conclusion, the 30-year survival rate of ex-thalassemia patients after HSCT was similar to that expected in CT thalassemia patients, with the vast majority of HSCT survivors cured from thalassemia.


Subject(s)
Hematopoietic Stem Cell Transplantation/methods , beta-Thalassemia/therapy , Adolescent , Adult , Blood Transfusion , Case-Control Studies , Child , Child, Preschool , Female , Follow-Up Studies , Hematopoietic Stem Cell Transplantation/adverse effects , Hematopoietic Stem Cell Transplantation/mortality , Humans , Infant , Iron Chelating Agents/therapeutic use , Male , Middle Aged , Transplantation Conditioning/methods , Young Adult , beta-Thalassemia/complications , beta-Thalassemia/mortality
11.
Blood Cells Mol Dis ; 64: 30-32, 2017 05.
Article in English | MEDLINE | ID: mdl-28342932

ABSTRACT

α-thalassemia carriers are common in Mediterranean regions, particularly in the Sardinian population. Their haematological phenotype is characterized by reduced MCV and/or MCH with normal or slightly reduced HbA2 levels and normal HbF. Krüppel-like factor 1 (KLF1) is a pleiotropic erythroid transcription factor that is essential for haematopoiesis. Mutations in the KLF1 gene trigger a series of benign human red blood phenotypes, such as an increase in HbA2 and HBF. Recently, it has been found that KLF1 mutations were a frequent cause of borderline HbA2 levels in a group of Sardinian subjects. Here, we found that KLF1 mutations modulate the phenotype in a cohort of α-thalassemia carriers.


Subject(s)
Fetal Hemoglobin , Hemoglobin A2 , Heterozygote , Kruppel-Like Transcription Factors/genetics , Mutation , alpha-Thalassemia , Adolescent , Adult , Female , Fetal Hemoglobin/genetics , Fetal Hemoglobin/metabolism , Hemoglobin A2/genetics , Hemoglobin A2/metabolism , Humans , Male , Middle Aged , alpha-Thalassemia/blood , alpha-Thalassemia/genetics
13.
J Transl Med ; 14: 255, 2016 09 02.
Article in English | MEDLINE | ID: mdl-27590532

ABSTRACT

BACKGROUND: Cellular biobanking is a key resource for collaborative networks planning to use same cells in studies aimed at solving a variety of biological and biomedical issues. This approach is of great importance in studies on ß-thalassemia, since the recruitment of patients and collection of specimens can represent a crucial and often limiting factor in the experimental planning. METHODS: Erythroid precursor cells were obtained from 72 patients, mostly ß-thalassemic, expanded and cryopreserved. Expression of globin genes was analyzed by real time RT-qPCR. Hemoglobin production was studied by HPLC. RESULTS: In this paper we describe the production and validation of a Thal-Biobank constituted by expanded erythroid precursor cells from ß-thalassemia patients. The biobanked samples were validated for maintenance of their phenotype after (a) cell isolation from same patients during independent phlebotomies, (b) freezing step in different biobanked cryovials, (c) thawing step and analysis at different time points. Reproducibility was confirmed by shipping the frozen biobanked cells to different laboratories, where the cells were thawed, cultured and analyzed using the same standardized procedures. The biobanked cells were stratified on the basis of their baseline level of fetal hemoglobin production and exposed to fetal hemoglobin inducers. CONCLUSION: The use of biobanked cells allows stratification of the patients with respect to fetal hemoglobin production and can be used for determining the response to the fetal hemoglobin inducer hydroxyurea and to gene therapy protocols with reproducible results.


Subject(s)
Biological Specimen Banks , beta-Thalassemia/pathology , Antigens, CD34/metabolism , Biomarkers/metabolism , Cell Differentiation/drug effects , Cells, Cultured , Chromatography, High Pressure Liquid , Cryopreservation , Erythroid Precursor Cells/drug effects , Erythroid Precursor Cells/metabolism , Erythropoietin/pharmacology , Fetal Hemoglobin/metabolism , Hemoglobins/genetics , Hemoglobins/metabolism , Humans , Kinetics , RNA, Messenger/genetics , RNA, Messenger/metabolism , Reproducibility of Results
15.
PLoS One ; 10(10): e0141083, 2015.
Article in English | MEDLINE | ID: mdl-26509275

ABSTRACT

The identification of drugs capable of reactivating γ-globin to ameliorate ß-thalassemia and Sickle Cell anemia is still a challenge, as available γ-globin inducers still have limited clinical indications. High-throughput screenings (HTS) aimed to identify new potentially therapeutic drugs require suitable first-step-screening methods combining the possibility to detect variation in the γ/ß globin ratio with the robustness of a cell line. We took advantage of a K562 cell line variant expressing ß-globin (ß-K562) to set up a new multiplexed high-content immunofluorescence assay for the quantification of γ- and ß-globin content at single-cell level. The assay was validated by using the known globin inducers hemin, hydroxyurea and butyric acid and further tested in a pilot screening that confirmed HDACs as targets for γ-globin induction (as proved by siRNA-mediated HDAC3 knockdown and by treatment with HDACs inhibitors entinostat and dacinostat) and identified Heme-oxygenases as novel candidate targets for γ-globin induction. Indeed, Heme-oxygenase2 siRNA knockdown as well as its inhibition by Tin protoporphyrin-IX (TinPPIX) greatly increased γ-globin expression. This result is particularly interesting as several metalloporphyrins have already been developed for clinical uses and could be tested (alone or in combination with other drugs) to improve pharmacological γ-globin reactivation for the treatment of ß-hemoglobinopathies.


Subject(s)
beta-Globins/analysis , gamma-Globins/analysis , Anemia, Sickle Cell/metabolism , Butyric Acid/metabolism , Fetal Hemoglobin/metabolism , Humans , Hydroxyurea/metabolism , K562 Cells , beta-Globins/metabolism , beta-Thalassemia/metabolism , gamma-Globins/metabolism
16.
Nat Genet ; 47(11): 1264-71, 2015 Nov.
Article in English | MEDLINE | ID: mdl-26366553

ABSTRACT

We report genome-wide association study results for the levels of A1, A2 and fetal hemoglobins, analyzed for the first time concurrently. Integrating high-density array genotyping and whole-genome sequencing in a large general population cohort from Sardinia, we detected 23 associations at 10 loci. Five signals are due to variants at previously undetected loci: MPHOSPH9, PLTP-PCIF1, ZFPM1 (FOG1), NFIX and CCND3. Among the signals at known loci, ten are new lead variants and four are new independent signals. Half of all variants also showed pleiotropic associations with different hemoglobins, which further corroborated some of the detected associations and identified features of coordinated hemoglobin species production.


Subject(s)
Genome, Human/genetics , Genome-Wide Association Study/methods , Genotyping Techniques/methods , Hemoglobins/genetics , Sequence Analysis, DNA/methods , Adult , Female , Genetic Variation , Genotype , Humans , Islands , Italy , Male , Middle Aged , Multigene Family , Polymorphism, Single Nucleotide , alpha-Globins/genetics , beta-Globins/genetics
17.
Nephrol Dial Transplant ; 30(7): 1193-202, 2015 Jul.
Article in English | MEDLINE | ID: mdl-26047633

ABSTRACT

BACKGROUND: Pregnancy on dialysis is increasingly being reported. This study evaluates the behavioural profile of the children of mothers on dialysis and the parental stress their mothers undergo when compared with a group of mothers affected by a different chronic disease (microcythaemia) and a group of healthy control mothers. METHODS: Between 2000 and 2012, 23 on-dialysis mothers gave birth to 24 live-born children in Italy (23 pregnancies, 1 twin pregnancy, one of the twins deceased soon after delivery); of these, 16 mothers and 1 father (whose wife died before the inquiry) were included in the study (1 mother had died and the father was unavailable; 2 were not asked to participate because their children had died and 3 were unavailable; children: median age: 8.5, min-max: 2-13 years). Twenty-three mothers affected by transfusion-dependent microcythaemia or drepanocitosis (31 pregnancies, 32 children) and 35 healthy mothers (35 pregnancies, 35 children; median age of the children: 7, min-max: 1-13 years) were recruited as controls. All filled in the validated questionnaires: 'Child Behaviour Checklist' (CBCL) and the 'Parental Stress Index-Short Form' (PSI-SF). RESULTS: The results of the CBCL questionnaire were similar for mothers on dialysis and healthy controls except for pervasive developmental problems, which were significantly higher in the dialysis group, while microcythaemia mothers reported higher emotional and behavioural problems in their children in 8 CBCL sub-scales. Two/16 children in the dialysis and 3/32 in the microcythaemia group had pathological profiles, as assessed by T-scores (p: ns). PSI-SF indicated a normal degree of parental stress in microcythaemia subjects and healthy controls, while mothers on dialysis declared significantly lower stress, suggesting a defensive response in order to minimize problems, stress or negativity in their relationship with their child. CONCLUSIONS: According to the present analysis, the emotional and behavioural outcome is normal in most of the children from on-dialysis mothers. A 'positive defence' in the dialysis mothers should be kept in mind when tailoring psychological support for this medical miracle.


Subject(s)
Child Behavior/psychology , Kidney Failure, Chronic/therapy , Mental Disorders/diagnosis , Mothers/psychology , Renal Dialysis/adverse effects , Stress, Psychological/diagnosis , Adolescent , Adult , Case-Control Studies , Child , Child, Preschool , Counseling , Female , Humans , Infant , Italy , Kidney Failure, Chronic/psychology , Male , Mental Disorders/etiology , Pregnancy , Stress, Psychological/etiology , Surveys and Questionnaires
19.
Blood Cells Mol Dis ; 55(1): 82-8, 2015 Jun.
Article in English | MEDLINE | ID: mdl-25976473

ABSTRACT

The aim of the study was to assess the current state in terms of liver and heart iron overload as well as of liver and heart related morbidity and mortality in a large cohort of thalassemia patients. Myocardial iron loading was present in 28.9% patients, which was severe in 3.2%. Liver iron was normal in 9.3% and severe in 15%. The rate of cardiac deaths started to decrease between 2000 and 2003 and dropped significantly afterwards. The prescription of combination therapy soon after the hospital admission for decompensated heart failure was associated with a decrease in the short-term mortality. In 111 adult patients who underwent liver elastometry, 14 HCVRNA positive subjects and 2 HCVRNA negative, had stiffness values suggestive of cirrhosis. No cases of hepatocarcinoma were reported. Liver "iron free foci" occurred in a HCV negative patient and the occurrence of a malignant epithelioid hemangioendothelioma led to liver transplantation in another. The study suggests that a subset of patients continues to develop progressive hemosiderosis that may lead to cardiac disease and death. Beyond its key role in preventing myocardial iron overload, liver iron chelation is essential for hampering the onset of hepatic tumors, which may not be limited to hepatocarcinoma.


Subject(s)
Hemangioendothelioma/pathology , Hemosiderosis/pathology , Liver Cirrhosis/pathology , Liver Neoplasms/pathology , beta-Thalassemia/pathology , Adolescent , Adult , Child , Child, Preschool , Cohort Studies , Deferiprone , Deferoxamine/therapeutic use , Drug Therapy, Combination , Female , Hemangioendothelioma/etiology , Hemangioendothelioma/mortality , Hemangioendothelioma/surgery , Hemosiderosis/drug therapy , Hemosiderosis/etiology , Hemosiderosis/mortality , Humans , Infant , Iron/metabolism , Iron Chelating Agents/therapeutic use , Liver/drug effects , Liver/metabolism , Liver/pathology , Liver Cirrhosis/drug therapy , Liver Cirrhosis/etiology , Liver Cirrhosis/mortality , Liver Neoplasms/etiology , Liver Neoplasms/mortality , Liver Neoplasms/surgery , Male , Middle Aged , Myocardium/metabolism , Myocardium/pathology , Pyridones/therapeutic use , Severity of Illness Index , Survival Analysis , Transfusion Reaction , beta-Thalassemia/metabolism , beta-Thalassemia/mortality , beta-Thalassemia/therapy
20.
Haematologica ; 100(4): 452-7, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25480500

ABSTRACT

Clinical and hematologic characteristics of beta(ß)-thalassemia are determined by several factors resulting in a wide spectrum of severity. Phenotype modulators are: HBB mutations, HBA defects and fetal hemoglobin production modulators (HBG2:g.-158C>T polymorphism, HBS1L-MYB intergenic region and the BCL11A). We characterized 54 genetic variants at these five loci robustly associated with the amelioration of beta-thalassemia phenotype, to build a predictive score of severity using a representative cohort of 890 ß-thalassemic patients. Using Cox proportional hazard analysis on a training set, we assessed the effect of these loci on the age at which patient started regular transfusions, built a Thalassemia Severity Score, and validated it on a testing set. Discriminatory power of the model was high (C-index=0.705; R(2)=0.343) and the validation conducted on the testing set confirmed its predictive accuracy with transfusion-free survival probability (P<0.001) and with transfusion dependency status (Area Under the Receiver Operating Characteristic Curve=0.774; P<0.001). Finally, an automatized on-line calculation of the score was made available at http://tss.unica.it. Besides the accurate assessment of genetic predictors effect, the present results could be helpful in the management of patients, both as a predictive score for screening and a standardized scale of severity to overcome the major-intermedia dichotomy and support clinical decisions.


Subject(s)
Genetic Variation , beta-Globins/genetics , beta-Thalassemia/diagnosis , beta-Thalassemia/genetics , Blood Transfusion , DNA, Intergenic , Female , Genetic Association Studies , Genetic Loci , Humans , Kaplan-Meier Estimate , Male , Mutation , Phenotype , Polymorphism, Single Nucleotide , Prognosis , Retrospective Studies , Severity of Illness Index , beta-Thalassemia/mortality , beta-Thalassemia/therapy
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