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1.
Cancers (Basel) ; 16(8)2024 Apr 11.
Article in English | MEDLINE | ID: mdl-38672556

ABSTRACT

Medulloblastoma and pilocytic astrocytoma are the two most common pediatric brain tumors with overlapping imaging features. In this proof-of-concept study, we investigated using a deep learning classifier trained on a multicenter data set to differentiate these tumor types. We developed a patch-based 3D-DenseNet classifier, utilizing automated tumor segmentation. Given the heterogeneity of imaging data (and available sequences), we used all individually available preoperative imaging sequences to make the model robust to varying input. We compared the classifier to diagnostic assessments by five readers with varying experience in pediatric brain tumors. Overall, we included 195 preoperative MRIs from children with medulloblastoma (n = 69) or pilocytic astrocytoma (n = 126) across six university hospitals. In the 64-patient test set, the DenseNet classifier achieved a high AUC of 0.986, correctly predicting 62/64 (97%) diagnoses. It misclassified one case of each tumor type. Human reader accuracy ranged from 100% (expert neuroradiologist) to 80% (resident). The classifier performed significantly better than relatively inexperienced readers (p < 0.05) and was on par with pediatric neuro-oncology experts. Our proof-of-concept study demonstrates a deep learning model based on automated tumor segmentation that can reliably preoperatively differentiate between medulloblastoma and pilocytic astrocytoma, even in heterogeneous data.

2.
Cell Rep ; 42(5): 112528, 2023 05 30.
Article in English | MEDLINE | ID: mdl-37209097

ABSTRACT

Altered hematopoietic stem cell (HSC) fate underlies primary blood disorders but microenvironmental factors controlling this are poorly understood. Genetically barcoded genome editing of synthetic target arrays for lineage tracing (GESTALT) zebrafish were used to screen for factors expressed by the sinusoidal vascular niche that alter the phylogenetic distribution of the HSC pool under native conditions. Dysregulated expression of protein kinase C delta (PKC-δ, encoded by prkcda) increases the number of HSC clones by up to 80% and expands polyclonal populations of immature neutrophil and erythroid precursors. PKC agonists such as cxcl8 augment HSC competition for residency within the niche and expand defined niche populations. CXCL8 induces association of PKC-δ with the focal adhesion complex, activating extracellular signal-regulated kinase (ERK) signaling and expression of niche factors in human endothelial cells. Our findings demonstrate the existence of reserve capacity within the niche that is controlled by CXCL8 and PKC and has significant impact on HSC phylogenetic and phenotypic fate.


Subject(s)
Endothelial Cells , Zebrafish , Animals , Humans , Endothelial Cells/metabolism , Hematopoiesis/genetics , Hematopoietic Stem Cells/metabolism , Phylogeny , Protein Kinase C-delta/metabolism , Stem Cell Niche , Interleukin-8/metabolism
4.
Nat Commun ; 12(1): 5655, 2021 09 27.
Article in English | MEDLINE | ID: mdl-34580292

ABSTRACT

High-throughput sequencing describes multiple alterations in individual tumors, but their functional relevance is often unclear. Clinic-close, individualized molecular model systems are required for functional validation and to identify therapeutic targets of high significance for each patient. Here, we establish a Cre-ERT2-loxP (causes recombination, estrogen receptor mutant T2, locus of X-over P1) based inducible RNAi- (ribonucleic acid interference) mediated gene silencing system in patient-derived xenograft (PDX) models of acute leukemias in vivo. Mimicking anti-cancer therapy in patients, gene inhibition is initiated in mice harboring orthotopic tumors. In fluorochrome guided, competitive in vivo trials, silencing of the apoptosis regulator MCL1 (myeloid cell leukemia sequence 1) correlates to pharmacological MCL1 inhibition in patients´ tumors, demonstrating the ability of the method to detect therapeutic vulnerabilities. The technique identifies a major tumor-maintaining potency of the MLL-AF4 (mixed lineage leukemia, ALL1-fused gene from chromosome 4) fusion, restricted to samples carrying the translocation. DUX4 (double homeobox 4) plays an essential role in patients' leukemias carrying the recently described DUX4-IGH (immunoglobulin heavy chain) translocation, while the downstream mediator DDIT4L (DNA-damage-inducible transcript 4 like) is identified as therapeutic vulnerability. By individualizing functional genomics in established tumors in vivo, our technique decisively complements the value chain of precision oncology. Being broadly applicable to tumors of all kinds, it will considerably reinforce personalizing anti-cancer treatment in the future.


Subject(s)
Antineoplastic Agents/pharmacology , Biomarkers, Tumor/genetics , Leukemia, Myeloid, Acute/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Reverse Genetics/methods , Adaptor Proteins, Signal Transducing/antagonists & inhibitors , Adaptor Proteins, Signal Transducing/genetics , Adult , Animals , Antineoplastic Agents/therapeutic use , Biomarkers, Tumor/antagonists & inhibitors , Child , Female , Gene Silencing , Homeodomain Proteins/antagonists & inhibitors , Homeodomain Proteins/genetics , Humans , Leukemia, Myeloid, Acute/genetics , Male , Mice , Myeloid Cell Leukemia Sequence 1 Protein/antagonists & inhibitors , Myeloid Cell Leukemia Sequence 1 Protein/genetics , Myeloid-Lymphoid Leukemia Protein/antagonists & inhibitors , Myeloid-Lymphoid Leukemia Protein/genetics , Oncogene Proteins, Fusion/antagonists & inhibitors , Oncogene Proteins, Fusion/genetics , Precision Medicine/methods , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Xenograft Model Antitumor Assays
5.
Blood ; 137(8): 1037-1049, 2021 02 25.
Article in English | MEDLINE | ID: mdl-33094319

ABSTRACT

Emerging immunotherapies such as chimeric antigen receptor T cells have advanced the treatment of acute lymphoblastic leukemia. In contrast, long-term control of acute myeloid leukemia (AML) cannot be achieved by single lineage-specific targeting while sparing benign hematopoiesis. In addition, heterogeneity of AML warrants combinatorial targeting, and several suitable immunotargets (HAVCR2/CD33 and HAVCR2/CLEC12A) have been identified in adult AML. However, clinical and biologic characteristics of AML differ between children and the elderly. Here, we analyzed 36 bone marrow (BM) samples of pediatric AML patients and 13 age-matched healthy donors using whole RNA sequencing of sorted CD45dim and CD34+CD38-CD45dim BM populations and flow cytometry for surface expression of putative target antigens. Pediatric AML clusters apart from healthy myeloid BM precursors in principal-component analysis. Known immunotargets of adult AML, such as IL3RA, were not overexpressed in pediatric AML compared with healthy precursors by RNA sequencing. CD33 and CLEC12A were the most upregulated immunotargets on the RNA level and showed the highest surface expression on AML detected by flow cytometry. KMT2A-mutated infant AML clusters separately by RNA sequencing and overexpresses FLT3, and hence, CD33/FLT3 cotargeting is an additional specific option for this subgroup. CLEC12A and CD33/CLEC12Adouble-positive expression was absent in CD34+CD38-CD45RA-CD90+ hematopoietic stem cells (HSCs) and nonhematopoietic tissue, while CD33 and FLT3 are expressed on HSCs. In summary, we show that expression of immunotargets in pediatric AML differs from known expression profiles in adult AML. We identify CLEC12A and CD33 as preferential generic combinatorial immunotargets in pediatric AML and CD33 and FLT3 as immunotargets specific for KMT2A-mutated infant AML.


Subject(s)
Gene Expression Regulation, Leukemic , Lectins, C-Type/genetics , Leukemia, Myeloid, Acute/genetics , Receptors, Mitogen/genetics , Sialic Acid Binding Ig-like Lectin 3/genetics , Adolescent , Child , Child, Preschool , Female , Humans , Immunotherapy , Infant , Lectins, C-Type/immunology , Leukemia, Myeloid, Acute/immunology , Leukemia, Myeloid, Acute/therapy , Male , Receptors, Mitogen/immunology , Sialic Acid Binding Ig-like Lectin 3/immunology , Transcriptome , Up-Regulation
6.
Drug Des Devel Ther ; 14: 3915-3927, 2020.
Article in English | MEDLINE | ID: mdl-33061297

ABSTRACT

BACKGROUND: High-dose myeloablative conditioning prior to autologous hematopoietic stem cell transplantation (autoHSCT) in pediatric patients is usually highly emetogenic. The antiemetic neurokinin-1 receptor antagonist fosaprepitant was safe and effective in children receiving highly emetogenic chemotherapy. Data on fosaprepitant during autoHSCT in children are currently not available. METHODS: A total of 35 consecutive pediatric patients, who received an antiemetic prophylaxis with fosaprepitant (4 mg/kg; single dose, max. 1 x 150 mg/kg BW) and ondansetron (24-hours continuous infusion; 8-32 mg/24h) or granisetron (2 x 40 µg/kg∙d-1) during highly emetogenic conditioning chemotherapy before autoHSCT were retrospectively analyzed, and their results were compared with a control group comprising 35 consecutive pediatric patients, who received granisetron or ondansetron only. The antiemetic efficacy and the safety of the two prophylaxis regimens were compared with respect to three time periods after the first chemotherapy administration (0-24h, >24-120h, >120-240h). RESULTS: Clinical adverse events and clinically relevant increases/decreases of laboratory markers were similarly low and did not significantly differ between the two study groups (p>0.05). The registered number of vomiting events was significantly higher in the control group in the time periods of 0-24h (64 vs 22 events; p<0.01), >24-120h (135 vs 78 events; p<0.0001), >120-240h (268 vs 105 events; p<0.0001), and the whole observation period 0-240h (467 vs 205 events; p<0.0001). The percentage of patients experiencing vomiting was higher in the control group during the time period of >24-120h (100% vs 74.3%) but not the other analyzed time periods (p>0.05). CONCLUSION: The fosaprepitant-based antiemetic prophylaxis was safe, well tolerated and significantly reduced vomiting in children undergoing highly emetogenic chemotherapy prior to autoHSCT. Prospective randomized trials are necessary to confirm these results.


Subject(s)
Antibiotic Prophylaxis , Antiemetics/therapeutic use , Hematopoietic Stem Cell Transplantation , Morpholines/therapeutic use , Neoplasms/therapy , Serotonin 5-HT3 Receptor Antagonists/therapeutic use , Adolescent , Antiemetics/administration & dosage , Child , Child, Preschool , Female , Humans , Infant , Male , Morpholines/administration & dosage , Retrospective Studies , Serotonin 5-HT3 Receptor Antagonists/administration & dosage , Transplantation, Autologous
7.
J Immunother Cancer ; 8(2)2020 09.
Article in English | MEDLINE | ID: mdl-32938628

ABSTRACT

BACKGROUND: Relapsed/refractory B-precursor acute lymphoblastic leukemia (BCP-ALL) remains a major therapeutic challenge in pediatric hematology. Chimeric antigen receptor (CAR) T cells targeting CD19 have shown remarkable initial response rates in BCP-ALL patients, while long-term leukemia control rate is only about 50%. So far, main mechanisms of BCP-ALL relapse after CD19-CAR T-cell therapy have been either insufficient CAR T-cell persistence in vivo or loss of surface CD19. CASE REPORT: Here, we report an exceptional presentation of BCP-ALL relapse in the eye during the systemic control through CAR T-cell therapy. We report a case of fatal intraocular relapse in a pediatric patient with pro-B-ALL after initial response to CD19-CAR T-cell therapy. One month after CD19-CAR T-cell therapy, remission was documented by bone marrow aspirate analysis with absence of CD19+ cells and CD19-CAR T cells could be detected in both peripheral blood and bone marrow. At the same time, however, the patient presented with progressive visual disturbance and CD19+ cells were found within the anterior chamber of the eye. Despite local and systemic therapy, ocular relapse led to BCP-ALL dissemination and systemic relapse within weeks. The eye represents a rare site for local manifestation of BCP-ALL, but isolated intraocular relapse is a clinically unreckoned presentation of BCP-ALL in the era of CD19-CAR T cells. CONCLUSION: During systemic control of BCP-ALL through CD19-CAR T cells, relapse can emerge in the eye as an immune-privileged organ. Ocular symptoms after CD19-CAR T-cell therapy should guide the clinician to elucidate the etiology in a timely fashion in order to adjust leukemia treatment strategy. Both, local immune escape as well as insufficient CAR T-cell persistence may have contributed to relapse in the reported patient. Mechanisms of relapse in an immune desert under CAR T-cell therapy require future clinical and experimental attention. In particular, ocular symptoms after CAR T-cell therapy should be considered a potentially early sign of leukemia relapse.


Subject(s)
Antigens, CD19/metabolism , Eye Diseases/etiology , Leukemia/genetics , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/complications , Receptors, Chimeric Antigen/metabolism , Child, Preschool , Eye Diseases/pathology , Humans , Male , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/immunology
9.
Leukemia ; 34(10): 2607-2620, 2020 10.
Article in English | MEDLINE | ID: mdl-32203137

ABSTRACT

Interaction of malignancies with tissue-specific immune cells has gained interest for prognosis and intervention of emerging immunotherapies. We analyzed bone marrow T cells (bmT) as tumor-infiltrating lymphocytes in pediatric precursor-B cell acute lymphoblastic leukemia (ALL). Based on data from 100 patients, we show that ALL is associated with late-stage CD4+ phenotype and loss of early CD8+ T cells. The inhibitory exhaustion marker TIM-3 on CD4+ bmT increased relapse risk (RFS = 94.6/70.3%) confirmed by multivariate analysis. The hazard ratio of TIM-3 expression nearly reached the hazard ratio of MRD (7.1 vs. 8.0) indicating that patients with a high frequency of TIM-3+CD4+ bone marrow T cells at initial diagnosis have a 7.1-fold increased risk to develop ALL relapse. Comparison of wild type primary T cells to CRISPR/Cas9-mediated TIM-3 knockout and TIM-3 overexpression confirmed the negative effect of TIM-3 on T cell responses against ALL. TIM-3+CD4+ bmT are increased in ALL overexpressing CD200, that leads to dysfunctional antileukemic T cell responses. In conclusion, TIM-3-mediated interaction between bmT and leukemia cells is shown as a strong risk factor for relapse in pediatric B-lineage ALL. CD200/TIM-3-signaling, rather than PD-1/PD-L1, is uncovered as a mechanism of T cell dysfunction in ALL with major implication for future immunotherapies.


Subject(s)
Bone Marrow Cells/immunology , CD4 Antigens/immunology , Hepatitis A Virus Cellular Receptor 2/immunology , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/immunology , Adolescent , Biomarkers, Tumor , Child , Child, Preschool , Female , Humans , Infant , Male , Precursor B-Cell Lymphoblastic Leukemia-Lymphoma/pathology , Prognosis , Recurrence , Risk Factors
10.
BMC Cancer ; 19(1): 1118, 2019 Nov 15.
Article in English | MEDLINE | ID: mdl-31730451

ABSTRACT

BACKGROUND: Chemotherapy-induced nausea and vomiting (CINV) belong among the most burdensome side effects in hemato-oncology. Mostly, a combination of ondansetron and dexamethasone is used as antiemetic prophylaxis in pediatric patients undergoing emetogenic chemotherapy. However, dexamethasone is prohibited in different pediatric chemotherapy protocols. Currently, data on the use of ondansetron with the new antiemetic agent fosaprepitant without dexamethasone is not available for pediatric patients. METHODS: In this non-interventional observation study, 79 pediatric patients with a median age of 8.0 years (range 0.5-17.9 years) who received a CINV prophylaxis regimen with either fosaprepitant (4 mg/kg; maximum 150 mg) and ondansetron (as 24-h continuous infusion) (n = 40; fosaprepitant group/FG) or ondansetron only (n = 39; control group/CG) during moderately or highly emetogenic chemotherapy were analyzed. The groups were analyzed and compared for frequency of vomiting, administered doses of on-demand antiemetic dimenhydrinate and adverse events during the acute (0-24 h after chemotherapy administration) and delayed (> 24 h-120 h) CINV phases. RESULTS: A total of 112 and 116 chemotherapy blocks were analyzed in the fosaprepitant and the control group, respectively. The emetogenic potential of the administered chemotherapy did not significantly differ (p = 0.8812) between the two cohorts. In the acute CINV phase, the percentage of patients experiencing vomiting (n = 26 patients) and the vomiting events were significantly higher (p = 0.0005 and p < 0.0001, respectively) in the CG (n = 26 patients (66.7%); 88 events) compared with the FG (n = 10 patients (25.0%); 37 events). In the delayed CINV phase, the percentage of patients experiencing vomiting and the vomiting events were also significantly higher (p = 0.0017 and p < 0.0001, respectively) in the CG (n = 31 patients (79.5%); 164 events) compared with the FG (n = 17 patients (42.5%); 103 events). Additionally, significantly more dimenhydrinate doses were administered in the CG compared with the FG patients (n = 322/n = 198; p < 0.0001). The occurrence of adverse events did not significantly differ between the two groups (p > 0.05). CONCLUSION: Fosaprepitant (4.0 mg/kg) in addition to ondansetron, without application of dexamethasone, was well tolerated, safe, effective and superior to ondansetron only as CINV prophylaxis in pediatric patients during moderately and highly emetogenic chemotherapy.


Subject(s)
Antiemetics/therapeutic use , Antineoplastic Agents/adverse effects , Morpholines/therapeutic use , Nausea/prevention & control , Neoplasms/drug therapy , Vomiting/prevention & control , Adolescent , Antiemetics/adverse effects , Antineoplastic Agents/administration & dosage , Case-Control Studies , Child , Child, Preschool , Feasibility Studies , Female , Humans , Infant , Male , Morpholines/adverse effects , Nausea/chemically induced , Neoplasms/pathology , Ondansetron/adverse effects , Ondansetron/therapeutic use , Patient Safety , Treatment Outcome , Vomiting/chemically induced
12.
J Exp Med ; 214(4): 1011-1027, 2017 04 03.
Article in English | MEDLINE | ID: mdl-28351983

ABSTRACT

The microenvironment is an important regulator of hematopoietic stem and progenitor cell (HSPC) biology. Recent advances marking fluorescent HSPCs have allowed exquisite visualization of HSPCs in the caudal hematopoietic tissue (CHT) of the developing zebrafish. Here, we show that the chemokine cxcl8 and its receptor, cxcr1, are expressed by zebrafish endothelial cells, and we identify cxcl8/cxcr1 signaling as a positive regulator of HSPC colonization. Single-cell tracking experiments demonstrated that this is a result of increases in HSPC-endothelial cell "cuddling," HSPC residency time within the CHT, and HSPC mitotic rate. Enhanced cxcl8/cxcr1 signaling was associated with an increase in the volume of the CHT and induction of cxcl12a expression. Finally, using parabiotic zebrafish, we show that cxcr1 acts HSPC nonautonomously to improve the efficiency of donor HSPC engraftment. This work identifies a mechanism by which the hematopoietic niche remodels to promote HSPC engraftment and suggests that cxcl8/cxcr1 signaling is a potential therapeutic target in patients undergoing hematopoietic stem cell transplantation.


Subject(s)
Hematopoietic Stem Cell Transplantation , Receptors, Interleukin-8A/physiology , Animals , Cells, Cultured , Cellular Microenvironment , Hematopoietic Stem Cells/physiology , Interleukin-8/physiology , Signal Transduction/physiology , Zebrafish
13.
Leuk Res ; 39(9): 990-1001, 2015 Sep.
Article in English | MEDLINE | ID: mdl-26189108

ABSTRACT

20% of children suffering from high hyperdiploid acute lymphoblastic leukemia develop recurrent disease. The molecular mechanisms are largely unknown. Here, we analyzed the genetic landscape of five patients at relapse, who developed recurrent disease without prior high-risk indication using whole-exome- and whole-genome-sequencing. Oncogenic mutations of RAS pathway genes (NRAS, KRAS, FLT3, n=4) and deactivating mutations of major epigenetic regulators (CREBBP, EP300, each n=2 and ARID4B, EZH2, MACROD2, MLL2, each n=1) were prominent in these cases and virtually absent in non-recurrent cases (n=6) or other pediatric acute lymphoblastic leukemia cases (n=18). In relapse nucleotide variations were detected in cell fate determining transcription factors (GLIS1, AKNA). Structural genomic alterations affected genes regulating B-cell development (IKZF1, PBX1, RUNX1). Eleven novel translocations involved the genes ART4, C12orf60, MACROD2, TBL1XR1, LRRN4, KIAA1467, and ELMO1/MIR1200. Typically, patients harbored only single structural variations, except for one patient who displayed massive rearrangements in the context of a germline tumor suppressor TP53 mutation and a Li-Fraumeni syndrome-like family history. Another patient harbored a germline mutation in the DNA repair factor ATM. In summary, the relapse patients of our cohort were characterized by somatic mutations affecting the RAS pathway, epigenetic and developmental programs and germline mutations in DNA repair pathways.


Subject(s)
Apoptosis Regulatory Proteins/genetics , Epigenesis, Genetic , Gene Expression Regulation, Leukemic , Mutation , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Proto-Oncogene Proteins/genetics , Transcription Factors/genetics , Antineoplastic Agents/therapeutic use , Base Sequence , Child, Preschool , DNA Repair/genetics , Female , High-Throughput Nucleotide Sequencing , Humans , Karyotype , Male , Molecular Sequence Data , Ploidies , Precursor Cell Lymphoblastic Leukemia-Lymphoma/drug therapy , Precursor Cell Lymphoblastic Leukemia-Lymphoma/pathology , Recurrence , Risk Factors , Signal Transduction
14.
Nature ; 523(7561): 468-71, 2015 Jul 23.
Article in English | MEDLINE | ID: mdl-26201599

ABSTRACT

Haematopoietic stem and progenitor cell (HSPC) transplant is a widely used treatment for life-threatening conditions such as leukaemia; however, the molecular mechanisms regulating HSPC engraftment of the recipient niche remain incompletely understood. Here we develop a competitive HSPC transplant method in adult zebrafish, using in vivo imaging as a non-invasive readout. We use this system to conduct a chemical screen, and identify epoxyeicosatrienoic acids (EETs) as a family of lipids that enhance HSPC engraftment. The pro-haematopoietic effects of EETs were conserved in the developing zebrafish embryo, where 11,12-EET promoted HSPC specification by activating a unique activator protein 1 (AP-1) and runx1 transcription program autonomous to the haemogenic endothelium. This effect required the activation of the phosphatidylinositol-3-OH kinase (PI(3)K) pathway, specifically PI(3)Kγ. In adult HSPCs, 11,12-EET induced transcriptional programs, including AP-1 activation, which modulate several cellular processes, such as migration, to promote engraftment. Furthermore, we demonstrate that the EET effects on enhancing HSPC homing and engraftment are conserved in mammals. Our study establishes a new method to explore the molecular mechanisms of HSPC engraftment, and discovers a previously unrecognized, evolutionarily conserved pathway regulating multiple haematopoietic generation and regeneration processes. EETs may have clinical application in marrow or cord blood transplantation.


Subject(s)
8,11,14-Eicosatrienoic Acid/analogs & derivatives , Hematopoiesis , Hematopoietic Stem Cell Transplantation , Hematopoietic Stem Cells/cytology , Zebrafish/embryology , 8,11,14-Eicosatrienoic Acid/metabolism , Animals , Cell Line , Cell Movement , Core Binding Factor Alpha 2 Subunit/metabolism , Female , Gene Expression Regulation , Human Umbilical Vein Endothelial Cells , Humans , Kidney/cytology , Male , Mice , Phosphatidylinositol 3-Kinases , Transcription Factor AP-1/metabolism , Transcription, Genetic
15.
PLoS One ; 10(3): e0121859, 2015.
Article in English | MEDLINE | ID: mdl-25803672

ABSTRACT

The genetics responsible for the inter-individually variable G-CSF responsiveness remain elusive. A single nucleotide polymorphism (SNP) in the 3'UTR of CXCL12, rs1801157, was implicated in X4-tropic HiV susceptibility and later, in two small studies, in G-CSR responsiveness in patients and donors. The position of the SNP in the 3'UTR together with in-silico predictions suggested differential binding of micro-RNA941 as an underlying mechanism. In a cohort of 515 healthy stem cell donors we attempted to reproduce the correlation of the CXCL12 3'UTR SNP and mobilization responses and tested the role of miR941 in this context. The SNP was distributed with the expected frequency. Mobilization efficiency for CD34+ cells in WT, heterozygous and homozygous SNP individuals was indistinguishable, even after controlling for gender. miR941 expression in non-hematopoietic bone marrow cells was undetectable and miR941 did not interact with the 3' UTR of CXCL12. Proposed effects of the SNP rs1801157 on G-CSF responsiveness cannot be confirmed in a larger cohort.


Subject(s)
3' Untranslated Regions/genetics , Chemokine CXCL12/genetics , Granulocyte Colony-Stimulating Factor/pharmacology , Healthy Volunteers , Polymorphism, Single Nucleotide , Stem Cell Transplantation , Base Sequence , Cell Movement/drug effects , Female , Gene Expression Regulation/drug effects , HEK293 Cells , Humans , Male , Mesenchymal Stem Cells/cytology , MicroRNAs/genetics
16.
Hum Mutat ; 35(10): 1260-70, 2014 Oct.
Article in English | MEDLINE | ID: mdl-25066732

ABSTRACT

Unbiased amplification of the whole-genome amplification (WGA) of single cells is crucial to study cancer evolution and genetic heterogeneity, but is challenging due to the high complexity of the human genome. Here, we present a new workflow combining an efficient adapter-linker PCR-based WGA method with second-generation sequencing. This approach allows comparison of single cells at base pair resolution. Amplification recovered up to 74% of the human genome. Copy-number variants and loss of heterozygosity detected in single cell genomes showed concordance of up to 99% to pooled genomic DNA. Allele frequencies of mutations could be determined accurately due to an allele dropout rate of only 2%, clearly demonstrating the low bias of our PCR-based WGA approach. Sequencing with paired-end reads allowed genome-wide analysis of structural variants. By direct comparison to other WGA methods, we further endorse its suitability to analyze genetic heterogeneity.


Subject(s)
Genome, Human , High-Throughput Nucleotide Sequencing/methods , Sequence Analysis, DNA/methods , Single-Cell Analysis/methods , Chromosome Aberrations , DNA Copy Number Variations , Gene Frequency , Genetic Heterogeneity , Humans , Loss of Heterozygosity , Polymerase Chain Reaction/methods , Reproducibility of Results , Workflow
17.
Genes Chromosomes Cancer ; 52(6): 564-79, 2013 Jun.
Article in English | MEDLINE | ID: mdl-23508829

ABSTRACT

Near haploidy (23-29 chromosomes) is a numerical cytogenetic aberration in childhood acute lymphoblastic leukemia (ALL) associated with particularly poor outcome. In contrast, high hyperdiploidy (51-67 chromosomes) has a favorable prognosis. Correct classification and appropriate risk stratification of near haploidy is frequently hampered by the presence of apparently high hyperdiploid clones that arise by endoreduplication of the original near haploid clone. We evaluated next-generation-sequencing (NGS) to distinguish between "high hyperdiploid" leukemic clones of near haploid and true high hyperdiploid origin. Five high hyperdiploid ALL cases and the "high hyperdiploid" cell line MHH-CALL-2, derived from a near haploid clone, were tested for uniparental isodisomy. NGS showed that all disomic chromosomes of MHH-CALL-2, but none of the patients, were of uniparental origin, thus reliably discriminating these subtypes. Whole-exome- and whole-genome-sequencing of MHH-CALL-2 revealed homozygous non-synonymous coding mutations predicted to be deleterious for the protein function of 63 genes, among them known cancer-associated genes, such as FANCA, NF1, TCF7L2, CARD11, EP400, histone demethylases, and transferases (KDM6B, KDM1A, PRDM11). Only eight of these were also, but heterozygously, mutated in the high hyperdiploid patients. Structural variations in MHH-CALL-2 include a homozygous deletion (MTAP/CDKN2A/CDKN2B/ANRIL), a homozygous inversion (NCKAP5), and an unbalanced translocation (FAM189A1). Together, the sequence variations provide MHH-CALL-2 with capabilities typically acquired during cancer development, e.g., loss of cell cycle control, enhanced proliferation, lack of DNA repair, cell death evasion, and disturbance of epigenetic gene regulation. Poorer prognosis of near haploid ALL most likely results from full penetrance of a large array of detrimental homozygous mutations.


Subject(s)
Biomarkers, Tumor/genetics , Exome/genetics , Gene Expression Profiling , Haploidy , High-Throughput Nucleotide Sequencing , Precursor Cell Lymphoblastic Leukemia-Lymphoma/genetics , Adolescent , Child, Preschool , Chromosome Aberrations , Female , Humans , In Situ Hybridization, Fluorescence , Karyotyping , Male , Oligonucleotide Array Sequence Analysis , Precursor Cell Lymphoblastic Leukemia-Lymphoma/classification , RNA, Messenger/genetics , Real-Time Polymerase Chain Reaction , Reverse Transcriptase Polymerase Chain Reaction , Risk Assessment , Tumor Cells, Cultured
18.
J Pediatr Hematol Oncol ; 34(4): 283-92, 2012 May.
Article in English | MEDLINE | ID: mdl-22531495

ABSTRACT

Because of the diversity of clinical symptoms, the diagnosis of mitochondrial DNA (mtDNA) deletion disorders can be difficult. Here, we describe an 8-month-old boy presenting clinically exclusively with refractory anemia. Mutation analysis in our patient revealed a large, novel deletion in his mtDNA encompassing ATPase 6, cytochrome oxidase subunit III, NADH dehydrogenase genes ND3 to ND6, and cytochrome b. Comparison with other cases from the literature showed that there is no genotype-phenotype correlation regarding hematologic features. It is not possible to predict whether our patient will develop additional features from Pearson syndrome or Kearns-Sayre syndrome, both syndromic mitochondrial disorders with hematological manifestations.


Subject(s)
Anemia, Refractory/genetics , Anemia, Sideroblastic/genetics , DNA, Mitochondrial/genetics , Kearns-Sayre Syndrome/genetics , Mitochondrial Diseases/genetics , Sequence Deletion , Acyl-CoA Dehydrogenase, Long-Chain/deficiency , Congenital Bone Marrow Failure Syndromes , DNA Mutational Analysis , Humans , Infant , Lipid Metabolism, Inborn Errors , Male , Mitochondrial Proteins/genetics , Muscular Diseases
19.
Haematologica ; 97(9): 1304-11, 2012 Sep.
Article in English | MEDLINE | ID: mdl-22315490

ABSTRACT

UNLABELLED: BACKGROUND Very severe aplastic anemia is characterized by a hypoplastic bone marrow due to destruction of CD34(+) stem cells by autoreactive T cells. Investigation of the pathomechanism by patient-specific gene expression analysis of the attacked stem cells has previously been impractical because of the scarcity of these cells at diagnosis. DESIGN AND METHODS: Employing unbiased RNA amplification, patient-specific gene expression profiling was carried out for CD34(+) cells from patients newly diagnosed with very severe aplastic anemia (n=13), refractory anemia (n=8) and healthy controls (n=10). These data were compared to profiles of myelodysplastic disease (n=55), including refractory anemia (n=18). To identify possible targets of autoimmune attack, presence of autoreactive antibodies was tested in pre-therapeutic sera of patients with very severe aplastic anemia (n=19). RESULTS: CD34(+) gene expression profiling distinguished between healthy controls, children with aplastic or refractory anemia and clonal disease. Interferon stimulated genes such as the apoptosis inducing death ligand TRAIL were strongly up-regulated in CD34(+) cells of patients with aplastic anemia, in particular in patients responding to immunosuppressive treatment. In contrast, mRNA expression of integrin GPVI and the integrin complexes GPIa/IIa, GPIIb/IIIa, GPIB/GPIX/GPV was significantly down-regulated and corresponding antibodies were detected in 7 of 11 profiled patients and in 11 of 19 aplastic anemia patients. CONCLUSIONS As a potential diagnostic tool, patient-specific gene expression profiling of CD34(+) stem cells made it possible to make the difficult differential diagnosis of most patients with aplastic and refractory anemia. Profiling indicated a prognostic correlation of TRAIL expression and patient benefit from immunosuppressive therapy. Downregulation of integrin expression and concurrent presence of autoreactive anti-integrin-antibodies suggested a previously unrecognized pathological role of integrins in aplastic anemia.


Subject(s)
Anemia, Aplastic/genetics , Anemia, Refractory/genetics , Antigens, CD34/genetics , Biomarkers, Tumor/genetics , Gene Expression Profiling , Integrins/genetics , TNF-Related Apoptosis-Inducing Ligand/genetics , Adolescent , Anemia, Aplastic/drug therapy , Anemia, Aplastic/pathology , Anemia, Refractory/drug therapy , Anemia, Refractory/pathology , Apoptosis , Case-Control Studies , Child , Child, Preschool , Female , Humans , Immunosuppressive Agents/therapeutic use , Male , Microarray Analysis , Prognosis
20.
J Clin Immunol ; 32(3): 438-40, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22354567

ABSTRACT

Allogeneic hematopoietic stem cell transplantation (HSCT) has not been a therapeutic option in ataxia telangiectasia (AT) due to overwhelming toxicity of conditioning in the context of the global DNA repair deficiency. Furthermore HSCT is unable to cure neurological involvement of AT. We report on a Turkish child with a Hyper IgM phenotype disorder, in which clinical aspects of AT were absent and thus, AT not diagnosed. He was transplanted with a reduced toxicity, but full intensity conditioning regimen comprising treosulfan, fludarabine and ATG. The peritransplant period was uneventful and the patient was discharged at day +57. 8 months after HSCT, the patient developed hepatopathy with monoclonal gammopathy of unclear significance and died due to hepatic failure and encephalopathy at the age of 32 months. Post mortem high throughput sequencing revealed a mutation in the ATM gene.


Subject(s)
Ataxia Telangiectasia/complications , Hematopoietic Stem Cell Transplantation , Hepatic Encephalopathy/complications , Transplantation, Homologous , Ataxia Telangiectasia/blood , Ataxia Telangiectasia/pathology , Child, Preschool , Fatal Outcome , Hepatic Encephalopathy/blood , Hepatic Encephalopathy/pathology , Humans , Immunoglobulins/blood , Male
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