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1.
Blood ; 141(17): 2100-2113, 2023 04 27.
Article in English | MEDLINE | ID: mdl-36542832

ABSTRACT

The choice to postpone treatment while awaiting genetic testing can result in significant delay in definitive therapies in patients with severe pancytopenia. Conversely, the misdiagnosis of inherited bone marrow failure (BMF) can expose patients to ineffectual and expensive therapies, toxic transplant conditioning regimens, and inappropriate use of an affected family member as a stem cell donor. To predict the likelihood of patients having acquired or inherited BMF, we developed a 2-step data-driven machine-learning model using 25 clinical and laboratory variables typically recorded at the initial clinical encounter. For model development, patients were labeled as having acquired or inherited BMF depending on their genomic data. Data sets were unbiasedly clustered, and an ensemble model was trained with cases from the largest cluster of a training cohort (n = 359) and validated with an independent cohort (n = 127). Cluster A, the largest group, was mostly immune or inherited aplastic anemia, whereas cluster B comprised underrepresented BMF phenotypes and was not included in the next step of data modeling because of a small sample size. The ensemble cluster A-specific model was accurate (89%) to predict BMF etiology, correctly predicting inherited and likely immune BMF in 79% and 92% of cases, respectively. Our model represents a practical guide for BMF diagnosis and highlights the importance of clinical and laboratory variables in the initial evaluation, particularly telomere length. Our tool can be potentially used by general hematologists and health care providers not specialized in BMF, and in under-resourced centers, to prioritize patients for genetic testing or for expeditious treatment.


Subject(s)
Anemia, Aplastic , Bone Marrow Diseases , Pancytopenia , Humans , Bone Marrow Diseases/diagnosis , Bone Marrow Diseases/genetics , Bone Marrow Diseases/therapy , Diagnosis, Differential , Anemia, Aplastic/diagnosis , Anemia, Aplastic/genetics , Anemia, Aplastic/therapy , Bone Marrow Failure Disorders/diagnosis , Pancytopenia/diagnosis
2.
Blood ; 142(3): 244-259, 2023 07 20.
Article in English | MEDLINE | ID: mdl-37084382

ABSTRACT

Vacuoles, E1 enzyme, X-linked, autoinflammatory, somatic (VEXAS) syndrome is caused by somatic mutations in UBA1 (UBA1mut) and characterized by heterogenous systemic autoinflammation and progressive hematologic manifestations, meeting criteria for myelodysplastic syndrome (MDS) and plasma cell dyscrasias. The landscape of myeloid-related gene mutations leading to typical clonal hematopoiesis (CH) in these patients is unknown. Retrospectively, we screened 80 patients with VEXAS for CH in their peripheral blood (PB) and correlated the findings with clinical outcomes in 77 of them. UBA1mut were most common at hot spot p.M41 (median variant allele frequency [VAF] = 75%). Typical CH mutations cooccurred with UBA1mut in 60% of patients, mostly in DNMT3A and TET2, and were not associated with inflammatory or hematologic manifestations. In prospective single-cell proteogenomic sequencing (scDNA), UBA1mut was the dominant clone, present mostly in branched clonal trajectories. Based on integrated bulk and scDNA analyses, clonality in VEXAS followed 2 major patterns: with either typical CH preceding UBA1mut selection in a clone (pattern 1) or occurring as an UBA1mut subclone or in independent clones (pattern 2). VAF in the PB differed markedly between DNMT3A and TET2 clones (median VAF of 25% vs 1%). DNMT3A and TET2 clones associated with hierarchies representing patterns 1 and 2, respectively. Overall survival for all patients was 60% at 10 years. Transfusion-dependent anemia, moderate thrombocytopenia, and typical CH mutations, each correlated with poor outcome. In VEXAS, UBA1mut cells are the primary cause of systemic inflammation and marrow failure, being a new molecularly defined somatic entity associated with MDS. VEXAS-associated MDS is distinct from classical MDS in its presentation and clinical course.


Subject(s)
Clonal Hematopoiesis , Dermatitis , Humans , Clonal Hematopoiesis/genetics , Prospective Studies , Retrospective Studies , Mutation
3.
Mol Biol Rep ; 51(1): 754, 2024 Jun 14.
Article in English | MEDLINE | ID: mdl-38874681

ABSTRACT

BACKGROUND: Telomeropathies are a group of inherited disorders caused by germline pathogenic variants in genes involved in telomere maintenance, resulting in excessive telomere attrition that affects several tissues, including hematopoiesis. RecQ and RTEL1 helicases contribute to telomere maintenance by unwinding telomeric structures such as G-quadruplexes (G4), preventing replication defects. Germline RTEL1 variants also are etiologic in telomeropathies. METHODS AND RESULTS: Here we investigated the expression of RecQ (RECQL1, BLM, WRN, RECQL4, and RECQL5) and RTEL1 helicase genes in peripheral blood mononuclear cells (PBMCs) from human telomeropathy patients. The mRNA expression levels of all RecQ helicases, but not RTEL1, were significantly downregulated in patients' primary cells. Reduced RecQ expression was not attributable to cell proliferative exhaustion, as RecQ helicases were not attenuated in T cells exhausted in vitro. An additional fifteen genes involved in DNA damage repair and RecQ functional partners also were downregulated in the telomeropathy cells. CONCLUSION: These findings indicate that the expression of RecQ helicases and functional partners involved in DNA repair is downregulated in PBMCs of telomeropathy patients.


Subject(s)
Leukocytes, Mononuclear , RecQ Helicases , Adult , Female , Humans , Male , DNA Helicases/genetics , DNA Helicases/metabolism , DNA Repair/genetics , Leukocytes, Mononuclear/metabolism , RecQ Helicases/genetics , RecQ Helicases/metabolism , Telomere/metabolism , Telomere/genetics , Telomere Homeostasis/genetics
4.
Blood ; 138(26): 2799-2809, 2021 12 30.
Article in English | MEDLINE | ID: mdl-34724566

ABSTRACT

Immune aplastic anemia (AA) features somatic loss of HLA class I allele expression on bone marrow cells, consistent with a mechanism of escape from T-cell-mediated destruction of hematopoietic stem and progenitor cells. The clinical significance of HLA abnormalities has not been well characterized. We examined the somatic loss of HLA class I alleles and correlated HLA loss and mutation-associated HLA genotypes with clinical presentation and outcomes after immunosuppressive therapy in 544 AA patients. HLA class I allele loss was detected in 92 (22%) of the 412 patients tested, in whom there were 393 somatic HLA gene mutations and 40 instances of loss of heterozygosity. Most frequently affected was HLA-B*14:02, followed by HLA-A*02:01, HLA-B*40:02, HLA-B*08:01, and HLA-B*07:02. HLA-B*14:02, HLA-B*40:02, and HLA-B*07:02 were also overrepresented in AA. High-risk clonal evolution was correlated with HLA loss, HLA-B*14:02 genotype, and older age, which yielded a valid prediction model. In 2 patients, we traced monosomy 7 clonal evolution from preexisting clones harboring somatic mutations in HLA-A*02:01 and HLA-B*40:02. Loss of HLA-B*40:02 correlated with higher blood counts. HLA-B*07:02 and HLA-B*40:01 genotypes and their loss correlated with late-onset of AA. Our results suggest the presence of specific immune mechanisms of molecular pathogenesis with clinical implications. HLA genotyping and screening for HLA loss may be of value in the management of immune AA. This study was registered at clinicaltrials.gov as NCT00001964, NCT00061360, NCT00195624, NCT00260689, NCT00944749, NCT01193283, and NCT01623167.


Subject(s)
Anemia, Aplastic/genetics , Genes, MHC Class I , HLA-A Antigens/genetics , HLA-B Antigens/genetics , Mutation , Adolescent , Adult , Alleles , Anemia, Aplastic/immunology , Clonal Evolution , Female , Gene Deletion , Gene Expression , HLA-A Antigens/immunology , HLA-B Antigens/immunology , Humans , Immunity , Loss of Heterozygosity , Male , Middle Aged , Young Adult
5.
Haematologica ; 107(8): 1815-1826, 2022 08 01.
Article in English | MEDLINE | ID: mdl-34587721

ABSTRACT

Although cell-free DNA (cfDNA) tests have emerged as a potential non-invasive alternative to bone marrow biopsies for monitoring clonal hematopoiesis in hematologic diseases, whether commercial cfDNA assays can be implemented for the detection and quantification of de novo clonal hematopoiesis in place of blood cells is uncertain. In this study, peripheral plasma cfDNA samples available from patients with aplastic anemia (n=25) or myelodysplastic syndromes (n=27) and a healthy cohort (n=107) were screened for somatic variants in genes related to hematologic malignancies using a Clinical Laboratory Improvement Amendments-certified panel. Results were further compared to DNA sequencing of matched blood cells. In reported results, 85% of healthy subjects, 36% of patients with aplastic anemia and 74% of patients with myelodysplastic syndromes were found to have somatic cfDNA variants, most frequently in DNMT3A, TET2, ASXL1 and SF3B1. However, concordance between cfDNA and blood cell findings was poor for the detection of clonal hematopoiesis when the allele frequency of the variants was <10%, which was mostly observed in the healthy and aplastic anemia cohorts but not in patients with myelodysplastic syndromes. After filtering data for potential artifacts due to low variant allele frequency and sequencing depth, the frequency of clonal hematopoiesis in cfDNA from healthy individuals and patients with aplastic anemia decreased to 52% and 20%, respectively. cfDNA and matched blood cells were not interchangeable for tracking changes in allele burdens as their agreement by Bland-Altman analysis was poor. A commercial cfDNA assay had good performance for de novo detection of clonal hematopoiesis in myelodysplastic syndromes, but showed no advantage over blood cells in diseases with low allele burdens or in healthy individuals.


Subject(s)
Anemia, Aplastic , Cell-Free Nucleic Acids , Myelodysplastic Syndromes , Anemia, Aplastic/diagnosis , Anemia, Aplastic/genetics , Cell-Free Nucleic Acids/genetics , Clonal Hematopoiesis/genetics , Hematopoiesis/genetics , Humans , Mutation , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/genetics
6.
BMC Genomics ; 21(Suppl 11): 849, 2020 Dec 29.
Article in English | MEDLINE | ID: mdl-33372598

ABSTRACT

BACKGROUND: Presently, there is no comprehensive analysis of the transcription regulation network in hematopoiesis. Comparison of networks arising from gene co-expression across species can facilitate an understanding of the conservation of functional gene modules in hematopoiesis. RESULTS: We used single-cell RNA sequencing to profile bone marrow from human and mouse, and inferred transcription regulatory networks in each species in order to characterize transcriptional programs governing hematopoietic stem cell differentiation. We designed an algorithm for network reconstruction to conduct comparative transcriptomic analysis of hematopoietic gene co-expression and transcription regulation in human and mouse bone marrow cells. Co-expression network connectivity of hematopoiesis-related genes was found to be well conserved between mouse and human. The co-expression network showed "small-world" and "scale-free" architecture. The gene regulatory network formed a hierarchical structure, and hematopoiesis transcription factors localized to the hierarchy's middle level. CONCLUSIONS: Transcriptional regulatory networks are well conserved between human and mouse. The hierarchical organization of transcription factors may provide insights into hematopoietic cell lineage commitment, and to signal processing, cell survival and disease initiation.


Subject(s)
Hematopoiesis , Hematopoietic Stem Cells , Animals , Cell Differentiation/genetics , Gene Expression Regulation , Gene Regulatory Networks , Hematopoiesis/genetics , Humans , Mice , Sequence Analysis, RNA
7.
Br J Haematol ; 190(4): 610-617, 2020 08.
Article in English | MEDLINE | ID: mdl-32311088

ABSTRACT

Immune aplastic anaemia (AA) is caused by cytotoxic T lymphocytes (CTLs) that destroy haematopoietic stem and progenitor cells. Enhanced type 1 T helper (Th1) responses and reduced regulatory T cells (Tregs) are involved in the immune pathophysiology. CD24hi CD38hi regulatory B cells (Bregs) suppress CTLs and Th1 responses, and induce Tregs via interleukin 10 (IL-10). We investigated circulating B-cell subpopulations, including CD24hi CD38hi Bregs, as well as total B cells, CD4+ T cells, CD8+ T cells and natural killer cells in 104 untreated patients with severe and very severe AA, aged ≥18 years. All patients were treated with standard immunosuppressive therapy (IST) plus eltrombopag. CD24hi CD38hi Bregs were markedly reduced in patients with AA compared to healthy individuals, especially in very severe AA, but residual Bregs remained functional, capable of producing IL-10; total B-cell counts and the other B-cell subpopulations were similar to those of healthy individuals. CD24hi CD38hi Bregs did not correlate with responses to IST, and they recovered to levels present in healthy individuals after therapy. Mature naïve B-cell counts were unexpectedly associated with IST response. Markedly reduced CD24hi CD38hi Bregs, especially in very severe AA, with recovery after IST suggest Breg deficits may contribute to the pathophysiology of immune AA.


Subject(s)
ADP-ribosyl Cyclase 1/analysis , Anemia, Aplastic/blood , Antigens, CD19/analysis , B-Lymphocyte Subsets/pathology , B-Lymphocytes, Regulatory/pathology , CD24 Antigen/analysis , Lymphopenia/etiology , Membrane Glycoproteins/analysis , Adolescent , Adult , Aged , Anemia, Aplastic/complications , Anemia, Aplastic/drug therapy , Anemia, Aplastic/pathology , Antilymphocyte Serum/therapeutic use , B-Lymphocyte Subsets/chemistry , B-Lymphocytes, Regulatory/chemistry , Benzoates/therapeutic use , Bone Marrow/pathology , CD4-Positive T-Lymphocytes/pathology , CD8-Positive T-Lymphocytes/pathology , Cyclosporine/therapeutic use , Female , Humans , Hydrazines/therapeutic use , Immunosuppressive Agents/therapeutic use , Interleukin-10/biosynthesis , Interleukin-10/genetics , Killer Cells, Natural/pathology , Lymphocyte Count , Lymphopenia/blood , Lymphopenia/pathology , Male , Middle Aged , Pyrazoles/therapeutic use , Receptors, Thrombopoietin/agonists , Young Adult
8.
Haematologica ; 105(12): 2785-2794, 2020 12 01.
Article in English | MEDLINE | ID: mdl-33256377

ABSTRACT

Myelodysplastic syndromes (MDS) are a group of clonal myeloid disorders characterized by cytopenia and a propensity to develop acute myeloid leukemia (AML). The management of lower-risk (LR) MDS with persistent cytopenias remains suboptimal. Eltrombopag (EPAG), a thrombopoietin receptor agonist, can improve platelet counts in LR-MDS and tri-lineage hematopoiesis in aplastic anemia (AA). We conducted a phase 2 dose modification study to investigate the safety and efficacy of EPAG in LR-MDS. EPAG dose was escalated from 50 mg/day, to a maximum of 150 mg/day over a period of 16 weeks. The primary efficacy endpoint was hematologic response at 16-20 weeks. Eleven of 25 (44%) patients responded; five and six patients had uni- or bi-lineage hematologic responses, respectively. The predictors of response were presence of a PNH clone, marrow hypocellularity, thrombocytopenia with or without other cytopenia, and elevated plasma thrombopoietin levels at study entry. The safety profile was consistent with previous EPAG studies in AA; no patients discontinued drug due to adverse events. Three patients developed reversible grade-3 liver toxicity and one patient had increased reticulin fibrosis. Ten patients discontinued EPAG after achieving a robust response (median time 16 months); four of them reinitiated EPAG due to declining counts, and all attained a second robust response. Six patients had disease progression not associated with expansion of mutated clones and no patient progressed to AML on study. In conclusion, EPAG was well-tolerated and effective in restoring hematopoiesis in patients with low to intermediate-1 risk MDS. This study was registered at clinicaltrials.gov as #NCT00932156.


Subject(s)
Leukemia, Myeloid, Acute , Myelodysplastic Syndromes , Benzoates/adverse effects , Hematopoiesis , Humans , Hydrazines/adverse effects , Leukemia, Myeloid, Acute/drug therapy , Myelodysplastic Syndromes/drug therapy , Pyrazoles
9.
Hum Genet ; 138(11-12): 1323-1330, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31677132

ABSTRACT

Phenotypic heterogeneity is often observed in patients with telomeropathies caused by pathogenic variants in telomere biology genes. However, the roles of recessive variants in these different phenotypes are not fully characterized. Our goal is to describe the biological roles of a novel homozygous RTEL1 variant identified in a consanguineous Lebanese family with unusual presentation of telomeropathies. A proband was screened for germline variants in telomere biology genes by whole exome sequencing. Leukocytes' telomere length was measured in the proband and eight relatives. We identified a novel homozygous p.E665K RTEL1 variant in the proband, his mother, and seven siblings that associated with telomere shortening and a broad spectrum of clinical manifestations, ranging from mild unspecific findings to severe phenotypes. Consanguinity in at least three family generations led to increased frequency of the homozygous p.E665K variant in the youngest generation and progressive telomere shortening. The increased frequency of the homozygous RTEL1 variant due to consanguinity in this Lebanese family allowed us to infer novel behaviors of recessive RTEL1 variants, as the expressivity and penetrance of this gene are very heterogenous between inter- and intra-generations. Progressive telomere shortening was associated with disease anticipation, first reported in recessive autosomal telomeropathies. Both genetic testing and telomere length measurement were critical for the clinical diagnosis of this family with telomere diseases marked by phenotypic heterogeneity.


Subject(s)
Consanguinity , DNA Helicases/genetics , Genetic Diseases, Inborn/epidemiology , Homozygote , Mutation , Telomere/genetics , Adolescent , Adult , Female , Genetic Diseases, Inborn/genetics , Humans , Lebanon/epidemiology , Male , Middle Aged , Pedigree , Phenotype , Young Adult
10.
Genet Med ; 21(7): 1594-1602, 2019 07.
Article in English | MEDLINE | ID: mdl-30523342

ABSTRACT

PURPOSE: The acquisition of pathogenic variants in the TERT promoter (TERTp) region is a mechanism of tumorigenesis. In nonmalignant diseases, TERTp variants have been reported only in patients with idiopathic pulmonary fibrosis (IPF) due to germline variants in telomere biology genes. METHODS: We screened patients with a broad spectrum of telomeropathies (n = 136), their relatives (n = 52), and controls (n = 195) for TERTp variants using a customized massively parallel amplicon-based sequencing assay. RESULTS: Pathogenic -124 and -146 TERTp variants were identified in nine (7%) unrelated patients diagnosed with IPF (28%) or moderate aplastic anemia (4.6%); five of them also presented cirrhosis. Five (10%) relatives were also found with these variants, all harboring a pathogenic germline variant in telomere biology genes. TERTp clone selection did not associate with peripheral blood counts, telomere length, and response to danazol treatment. However, it was specific for patients with telomeropathies, more frequently co-occurring with TERT germline variants and associated with aging. CONCLUSION: We extend the spectrum of nonmalignant diseases associated with pathogenic TERTp variants to marrow failure and liver disease due to inherited telomerase deficiency. Specificity of pathogenic TERTp variants for telomerase dysfunction may help to assess the pathogenicity of unclear constitutional variants in the telomere diseases.


Subject(s)
Promoter Regions, Genetic , Telomerase/genetics , Telomere/pathology , Adolescent , Adult , Aged , Anemia, Aplastic/genetics , Blood Cell Count , Bone Marrow Diseases/genetics , Child , Child, Preschool , Cohort Studies , Female , Humans , Idiopathic Pulmonary Fibrosis/genetics , Liver Diseases/genetics , Male , Middle Aged , Retrospective Studies , Telomerase/deficiency , Young Adult
12.
Blood ; 130(25): 2762-2773, 2017 12 21.
Article in English | MEDLINE | ID: mdl-29030335

ABSTRACT

Cancer cells frequently exhibit chromosomal abnormalities. Specific cytogenetic aberrations often are predictors of outcome, especially in hematologic neoplasms, such as monosomy 7 in myeloid malignancies. The functional consequences of aneuploidy at the cellular level are difficult to assess because of a lack of convenient markers to distinguish abnormal from diploid cells. We performed single-cell RNA sequencing (scRNA-seq) to study hematopoietic stem and progenitor cells from the bone marrow of 4 healthy donors and 5 patients with bone marrow failure and chromosome gain or loss. In total, transcriptome sequences were obtained from 391 control cells and 588 cells from patients. We characterized normal hematopoiesis as binary differentiation from stem cells to erythroid and myeloid-lymphoid pathways. Aneuploid cells were distinguished from diploid cells in patient samples by computational analyses of read fractions and gene expression of individual chromosomes. We confirmed assignment of aneuploidy to individual cells quantitatively, by copy-number variation, and qualitatively, by loss of heterozygosity. When we projected patients' single cells onto the map of normal hematopoiesis, diverse patterns were observed, broadly reflecting clinical phenotypes. Patients' monosomy 7 cells showed downregulation of genes involved in immune response and DNA damage checkpoint and apoptosis pathways, which may contribute to the clonal expansion of monosomy 7 cells with accumulated gene mutations. scRNA-seq is a powerful technique through which to infer the functional consequences of chromosome gain and loss and explore gene targets for directed therapy.


Subject(s)
Aneuploidy , Hematopoietic Stem Cells , Sequence Analysis, RNA , Single-Cell Analysis/methods , Transcriptome/genetics , Adult , Bone Marrow Cells , Bone Marrow Diseases/genetics , Bone Marrow Diseases/pathology , Case-Control Studies , Chromosome Deletion , Chromosome Disorders/genetics , Chromosomes, Human, Pair 7 , Female , Gene Expression Regulation, Neoplastic , Humans , Male , Middle Aged
13.
Cytokine ; 113: 462-465, 2019 01.
Article in English | MEDLINE | ID: mdl-29958797

ABSTRACT

The alarmin family members S100A8 and S100A9 are acute phase inflammation proteins, but they also have been proposed as biomarkers in many malignant and non-malignant diseases. In this study, circulating S100A8 and S100A9 homodimers and S100A8/A9 heterodimers in plasma were systematically investigated by ELISA in aplastic anemia (AA) and myelodysplastic syndromes (MDS). Plasma was obtained from 58 severe AA (SAA) and 30 MDS patients, and from 47 age- and sex-matched healthy donors. In 40 out of the 58 AA subjects, S100A protein levels were measured before and 6 months after immunosuppressive therapy (IST). No differences were observed in AA patients at diagnosis compared to healthy controls for circulating S100A homodimers and heterodimers. After therapy, SAA-responders showed significantly increased circulating S100A8. Non-responding patients had significantly higher levels of circulating S100A8/A9 compared to responders and healthy controls, but without variations of S100A8 and S100A9 homodimers. In MDS patients, circulating S100A8 was significantly elevated compared to those of AA and/or healthy controls. By Pearson correlation analysis of protein levels and blood counts, multiple correlations were found. However, as S100A8 and S100A9 are abundantly present in white blood cells and platelets, correlations with blood counts likely mirror the higher number of cells in the blood of some patients. In conclusion, our findings indicate that circulating S100A8 is increased in MDS but not in AA, and that may be useful to distinguish these diseases in the differential diagnosis of bone marrow failure syndromes. Clinicaltrials.gov identifiers: NCT00260689, NCT00604201, NCT01328587, NCT01623167, NCT00001620, NCT00001397.


Subject(s)
Anemia, Aplastic/blood , Calgranulin A/blood , Calgranulin B/blood , Myelodysplastic Syndromes/blood , Adolescent , Adult , Aged , Anemia, Aplastic/diagnosis , Anemia, Aplastic/therapy , Child , Child, Preschool , Female , Humans , Immunosuppression Therapy , Male , Middle Aged , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/therapy
14.
Haematologica ; 104(5): 894-906, 2019 05.
Article in English | MEDLINE | ID: mdl-30545929

ABSTRACT

Long noncoding RNAs (lncRNAs) are regulators of cell differentiation and development. The lncRNA transcriptome in human hematopoietic stem and progenitor cells is not comprehensively defined. We investigated lncRNAs in 979 human bone marrow-derived CD34+ cells by single cell RNA sequencing followed by de novo transcriptome reconstruction. We identified 3,173 lncRNAs in total, among which 2,365 were previously unknown, and we characterized lncRNA stem, differentiation, and maturation signatures. lncRNA expression exhibited high cell-to-cell variation, which was only apparent in single cell analysis. lncRNA expression followed a lineage-specific and highly dynamic pattern during early hematopoiesis. lncRNAs in hematopoietic cells closely correlated with protein-coding genes of known functions in the regulation of hematopoiesis and cell fate decisions, and the potential regulatory roles of lncRNAs in hematopoiesis were imputed by projection from protein-coding genes with a "guilt-by-association" approach. We characterized lncRNAs preferentially expressed in hematopoietic stem cells and in various downstream differentiated lineage progenitors. We also profiled lncRNA expression in single cells from patients with myelodysplastic syndromes and in aneuploid cells in particular. Our study provides a global view of lncRNAs in human hematopoietic stem and progenitor cells. We observed a highly ordered pattern of lncRNA expression and participation in regulation of early hematopoiesis, and coordinate aberrant messenger RNA and lncRNA transcriptomes in dysplastic hematopoiesis. (Registered at clinicaltrials.gov with identifiers: 00001620, 00001397).


Subject(s)
Biomarkers, Tumor/genetics , Bone Marrow/metabolism , Hematopoietic Stem Cells/metabolism , Myelodysplastic Syndromes/genetics , RNA, Long Noncoding/genetics , Single-Cell Analysis/methods , Transcriptome , Bone Marrow/pathology , Cell Differentiation , Cells, Cultured , Gene Expression Profiling , Gene Expression Regulation, Neoplastic , Hematopoiesis , Hematopoietic Stem Cells/cytology , High-Throughput Nucleotide Sequencing , Humans , Myelodysplastic Syndromes/pathology
15.
Ann Hematol ; 98(2): 301-312, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30426156

ABSTRACT

Aplastic anemia (AA) is the most serious non-malignant blood disorder in Pakistan, ranked second in prevalence, after thalassemia. We investigated various epidemiological, clinical, and genetic factors of AA in a Pakistani cohort of 214 patients reporting at our hospital between June 2014 and December 2015. A control group of 214 healthy subjects was included for comparison of epidemiological and clinical features. Epidemiological data revealed 2.75-fold higher frequency of AA among males. A single peak of disease onset was observed between ages 10 and 29 years followed by a steady decline. AA was strongly associated with lower socioeconomic profile, rural residence, and high rate of consanguineous marriages. Serum granulocyte colony-stimulating factor and thrombopoietin levels were significantly elevated in AA patients, compared to healthy controls (P < 0.0001), while there was no statistical significance in other nine cytokine levels screened. Allele frequencies of DRB1*15 (56.8%) and DQB1*06 (70.3%) were predominantly high in AA patients. Ten mutations were found in TERT and TERC genes, including two novel mutations (Val526Ala and Val777Met) in exons 3 and 7 of TERT gene. Despite specific features of the AA cohort, this study suggests that epidemiologic and etiologic factors as well as host genetic predisposition exclusively or cooperatively trigger AA in Pakistan.


Subject(s)
Anemia, Aplastic , Mutation, Missense , Adolescent , Adult , Age of Onset , Amino Acid Substitution , Anemia, Aplastic/blood , Anemia, Aplastic/epidemiology , Anemia, Aplastic/genetics , Child , Female , Gene Frequency , Granulocyte Colony-Stimulating Factor/blood , Granulocyte Colony-Stimulating Factor/genetics , HLA-DQ beta-Chains/blood , HLA-DQ beta-Chains/genetics , HLA-DRB1 Chains/blood , HLA-DRB1 Chains/genetics , Humans , Male , Middle Aged , Pakistan/epidemiology , Sex Factors , Socioeconomic Factors , Telomerase/blood , Telomerase/genetics , Thrombopoietin/blood , Thrombopoietin/genetics
16.
J Immunol ; 199(2): 477-488, 2017 07 15.
Article in English | MEDLINE | ID: mdl-28630090

ABSTRACT

Paroxysmal nocturnal hemoglobinuria (PNH) is a rare acquired disorder originating from hematopoietic stem cells and is a life-threating disease characterized by intravascular hemolysis, bone marrow (BM) failure, and venous thrombosis. The etiology of PNH is a somatic mutation in the phosphatidylinositol glycan class A gene (PIG-A) on the X chromosome, which blocks synthesis of the glycolipid moiety and causes deficiency in GPI-anchored proteins. PNH is closely related to aplastic anemia, in which T cells mediate destruction of BM. To identify aberrant molecular mechanisms involved in immune targeting of hematopoietic stem cells in BM, we applied RNA-seq to examine the transcriptome of T cell subsets (CD4+ naive, CD4+ memory, CD8+ naive, and CD8+ memory) from PNH patients and healthy control subjects. Differentially expressed gene analysis in four different T cell subsets from PNH and healthy control subjects showed distinct transcriptional profiles, depending on the T cell subsets. By pathway analysis, we identified novel signaling pathways in T cell subsets from PNH, including increased gene expression involved in TNFR, IGF1, NOTCH, AP-1, and ATF2 pathways. Dysregulation of several candidate genes (JUN, TNFAIP3, TOB1, GIMAP4, GIMAP6, TRMT112, NR4A2, CD69, and TNFSF8) was validated by quantitative real-time RT-PCR and flow cytometry. We have demonstrated molecular signatures associated with positive and negative regulators in T cells, suggesting novel pathophysiologic mechanisms in PNH. These pathways may be targets for new strategies to modulate T cell immune responses in BM failure.


Subject(s)
Hemoglobinuria, Paroxysmal/immunology , Metabolic Networks and Pathways/genetics , T-Lymphocyte Subsets/immunology , Transcriptome , Activating Transcription Factor 2/genetics , Activating Transcription Factor 2/metabolism , Adult , CD30 Ligand/genetics , CD30 Ligand/metabolism , CD4-Positive T-Lymphocytes/immunology , Female , Gene Expression Profiling , Gene Expression Regulation/immunology , Hemoglobinuria, Paroxysmal/metabolism , Hemoglobinuria, Paroxysmal/physiopathology , Humans , Insulin-Like Growth Factor I/genetics , Insulin-Like Growth Factor I/metabolism , Male , Methyltransferases/genetics , Methyltransferases/metabolism , Middle Aged , Real-Time Polymerase Chain Reaction , Sequence Analysis, RNA , Signal Transduction/genetics , T-Lymphocyte Subsets/metabolism , Tumor Necrosis Factor alpha-Induced Protein 3/genetics , Tumor Necrosis Factor alpha-Induced Protein 3/metabolism , Young Adult
17.
Blood Cells Mol Dis ; 69: 10-22, 2018 03.
Article in English | MEDLINE | ID: mdl-29324392

ABSTRACT

DNA methyltransferase 3A (DNMT3A) mediates de novo DNA methylation. Mutations in DNMT3A are associated with hematological malignancies, most frequently acute myeloid leukemia. DNMT3A mutations are hypothesized to establish a pre-leukemic state, rendering cells vulnerable to secondary oncogenic mutations and malignant transformation. However, the mechanisms by which DNMT3A mutations contribute to leukemogenesis are not well-defined. Here, we successfully created four DNMT3A-mutated K562 cell lines with frameshift mutations resulting in truncated DNMT3A proteins. DNMT3A-mutated cell lines exhibited significantly impaired growth and increased apoptotic activity compared to wild-type (WT) cells. Consistent with previous studies, DNMT3A-mutated cells displayed impaired differentiation capacity. RNA-seq was used to compare transcriptomes of DNMT3A-mutated and WT cells; DNMT3A ablation resulted in downregulation of genes involved in spliceosome function, causing dysfunction of RNA splicing. Unexpectedly, we observed DNMT3A-mutated cells to exhibit marked genomic instability and an impaired DNA damage response compared to WT. CRISPR/Cas9-mediated DNMT3A-mutated K562 cells may be used to model effects of DNMT3A mutations in human cells. Our findings implicate aberrant splicing and induction of genomic instability as potential mechanisms by which DNMT3A mutations might predispose to malignancy.


Subject(s)
CRISPR-Cas Systems , DNA (Cytosine-5-)-Methyltransferases/genetics , Gene Editing , Genomic Instability , RNA Splicing , Apoptosis/genetics , Cell Differentiation/genetics , Cell Line, Tumor , Cell Proliferation , DNA (Cytosine-5-)-Methyltransferases/metabolism , DNA Damage , DNA Methyltransferase 3A , Humans , K562 Cells , Mutation , Sequence Analysis, DNA , Spliceosomes/metabolism
18.
Haematologica ; 103(7): 1150-1159, 2018 07.
Article in English | MEDLINE | ID: mdl-29674506

ABSTRACT

Exosomal microRNAs modulate cancer cell metabolism and the immune response. Specific exosomal microRNAs have been reported to be reliable biomarkers of several solid and hematologic malignancies. We examined the possible diagnostic and prognostic values of exosomal microRNAs in two human bone marrow failure diseases: aplastic anemia and myelodysplastic syndromes. After screening 372 microRNAs in a discovery set (n=42) of plasma exosome samples, we constructed a customized PCR plate, including 42 microRNAs, for validation in a larger cohort (n=99). We identified 25 differentially expressed exosomal microRNAs uniquely or frequently present in aplastic anemia and/or myelodysplastic syndromes. These microRNAs could be related to intracellular functions, such as metabolism, cell survival, and proliferation. Clinical parameters and progression-free survival were correlated to microRNA expression levels in aplastic anemia and myelodysplastic syndrome patients before and after six months of immunosuppressive therapy. One microRNA, mir-126-5p, was negatively correlated with a response to therapy in aplastic anemia: patients with higher relative expression of miR-126-5p at diagnosis had the shortest progression-free survival compared to those with lower or normal levels. Our findings suggest utility of exosomal microRNAs in the differential diagnosis of bone marrow failure syndromes. (Registered at clinicaltrials.gov identifiers: 00260689, 00604201, 00378534, 01623167, 00001620, 00001397, 00217594).


Subject(s)
Anemia, Aplastic/genetics , Circulating MicroRNA , Exosomes , MicroRNAs/genetics , Myelodysplastic Syndromes/genetics , Anemia, Aplastic/blood , Anemia, Aplastic/diagnosis , Anemia, Aplastic/therapy , Biomarkers , Case-Control Studies , Computational Biology/methods , Gene Expression Profiling , Humans , MicroRNAs/blood , Myelodysplastic Syndromes/blood , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/therapy , Prognosis , Reproducibility of Results
19.
Liver Int ; 38(1): 144-154, 2018 01.
Article in English | MEDLINE | ID: mdl-28741793

ABSTRACT

BACKGROUND & AIMS: Short telomeres and genetic telomerase defects are risk factors for some human liver diseases, ranging from non-alcoholic fatty liver disease and non-alcoholic steatohepatitis to cirrhosis. In murine models, telomere dysfunction has been shown to metabolically compromise hematopoietic cells, liver and heart via the activation of the p53-PGC axis. METHODS: Tert- and Terc-deficient mice were challenged with liquid high-fat diet. Liver metabolic contents were analysed by CE-TOFMS and liver fat content was confirmed by confocal and electronic microscopy. RESULTS: Tert-deficient but not Terc-deficient mice develop hepatocyte injury and frank steatosis when challenged with liquid high-fat diet. Upon high-fat diet, Tert-/- hepatocytes fail to engage the citric acid cycle (TCA), with an imbalance of NADPH/NADP+ and NADH/NAD+ ratios and depletion of intermediates of TCA cycle, such as cis-aconitic acid. Telomerase deficiency caused an intrinsic metabolic defect unresponsive to environmental challenge. Chemical inhibition of telomerase by zidovudine recapitulated the abnormal Tert-/- metabolic phenotype in Terc-/- hepatocytes. CONCLUSIONS: Our findings indicate that in telomeropathies short telomeres are not the only molecular trigger and telomerase enzyme deficiency provokes hepatocyte metabolic dysfunction, abrogates response to environmental challenge, and causes cellular injury and steatosis, providing a mechanism for liver damage in telomere diseases.


Subject(s)
Diet, High-Fat , Energy Metabolism , Fatty Liver/enzymology , Hepatocytes/enzymology , Lipid Metabolism , Liver/enzymology , Telomerase/deficiency , Telomere Shortening , Animals , Blood Glucose/metabolism , Disease Models, Animal , Energy Metabolism/drug effects , Enzyme Inhibitors/pharmacology , Fatty Liver/blood , Fatty Liver/genetics , Fatty Liver/pathology , Hepatocytes/drug effects , Hepatocytes/pathology , Lipid Metabolism/drug effects , Lipid Metabolism/genetics , Liver/drug effects , Liver/pathology , Male , Mice, Inbred C57BL , Mice, Knockout , RNA/genetics , Telomerase/antagonists & inhibitors , Telomerase/genetics , Zidovudine/pharmacology
20.
J Immunol ; 196(4): 1568-78, 2016 Feb 15.
Article in English | MEDLINE | ID: mdl-26764034

ABSTRACT

Memory stem T cells (TSCMs) constitute a long-lived, self-renewing lymphocyte population essential for the maintenance of functional immunity. Hallmarks of autoimmune disease pathogenesis are abnormal CD4(+) and CD8(+) T cell activation. We investigated the TSCM subset in 55, 34, 43, and 5 patients with acquired aplastic anemia (AA), autoimmune uveitis, systemic lupus erythematosus, and sickle cell disease, respectively, as well as in 41 age-matched healthy controls. CD8(+) TSCM frequency was significantly increased in AA compared with healthy controls. An increased CD8(+) TSCM frequency at diagnosis was associated with responsiveness to immunosuppressive therapy, and an elevated CD8(+) TSCM population after immunosuppressive therapy correlated with treatment failure or relapse in AA patients. IFN-γ and IL-2 production was significantly increased in various CD8(+) and CD4(+) T cell subsets in AA patients, including CD8(+) and CD4(+) TSCMs. CD8(+) TSCM frequency was also increased in patients with autoimmune uveitis or sickle cell disease. A positive correlation between CD4(+) and CD8(+) TSCM frequencies was found in AA, autoimmune uveitis, and systemic lupus erythematosus. Evaluation of PD-1, CD160, and CD244 expression revealed that TSCMs were less exhausted compared with other types of memory T cells. Our results suggest that the CD8(+) TSCM subset is a novel biomarker and a potential therapeutic target for AA.


Subject(s)
Anemia, Aplastic/immunology , Anemia, Aplastic/therapy , CD8-Positive T-Lymphocytes/immunology , Immunologic Memory , Precursor Cells, T-Lymphoid/immunology , Adult , Aged , Anemia, Aplastic/blood , Anemia, Aplastic/diagnosis , Anemia, Sickle Cell/diagnosis , Anemia, Sickle Cell/immunology , Autoimmune Diseases/immunology , Biomarkers/blood , CD4-Positive T-Lymphocytes/immunology , CD8-Positive T-Lymphocytes/classification , Female , Humans , Interferon-gamma/biosynthesis , Interleukin-2/biosynthesis , Lupus Erythematosus, Systemic/diagnosis , Lupus Erythematosus, Systemic/immunology , Lymphocyte Activation , Lymphocyte Count , Male , Middle Aged , Recurrence , T-Lymphocyte Subsets , Treatment Failure , Uveitis/diagnosis , Uveitis/immunology
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