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1.
Nature ; 555(7697): 469-474, 2018 03 22.
Article in English | MEDLINE | ID: mdl-29539639

ABSTRACT

Accurate pathological diagnosis is crucial for optimal management of patients with cancer. For the approximately 100 known tumour types of the central nervous system, standardization of the diagnostic process has been shown to be particularly challenging-with substantial inter-observer variability in the histopathological diagnosis of many tumour types. Here we present a comprehensive approach for the DNA methylation-based classification of central nervous system tumours across all entities and age groups, and demonstrate its application in a routine diagnostic setting. We show that the availability of this method may have a substantial impact on diagnostic precision compared to standard methods, resulting in a change of diagnosis in up to 12% of prospective cases. For broader accessibility, we have designed a free online classifier tool, the use of which does not require any additional onsite data processing. Our results provide a blueprint for the generation of machine-learning-based tumour classifiers across other cancer entities, with the potential to fundamentally transform tumour pathology.


Subject(s)
Central Nervous System Neoplasms/diagnosis , Central Nervous System Neoplasms/genetics , DNA Methylation , Adolescent , Adult , Aged , Aged, 80 and over , Central Nervous System Neoplasms/classification , Central Nervous System Neoplasms/pathology , Child , Child, Preschool , Cohort Studies , Female , Humans , Infant , Male , Middle Aged , Reproducibility of Results , Unsupervised Machine Learning , Young Adult
2.
Ann Hematol ; 100(2): 499-503, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33108522

ABSTRACT

Isolated myeloid sarcoma (MS) is a rare malignancy in which myeloid blast forms tumors at various locations while the bone marrow (BM) remains cytomorphologically free from disease. We analyzed isolated MS from four patients and their BMs at initial diagnosis and follow-up, using a custom next-generation sequencing (NGS) panel. We observed possible clonal evolution and a clonal hematopoiesis of indeterminate potential (CHIP)-like finding in the BM of one of three cases with detectable mutations. Clinical presentation of one patient suggested extramedullary confined homing of blasts to distal sites in the relapse situation still sparing the BM. In summary, our findings shall motivate future work regarding signals of extramedullary blast trafficking and clonal evolution in MS.


Subject(s)
Bone Marrow Neoplasms , Bone Marrow , Clonal Evolution , High-Throughput Nucleotide Sequencing , Sarcoma, Myeloid , Adult , Aged , Bone Marrow Neoplasms/diagnosis , Bone Marrow Neoplasms/genetics , Humans , Male , Sarcoma, Myeloid/diagnosis , Sarcoma, Myeloid/genetics
3.
4.
Acta Neuropathol ; 136(2): 255-271, 2018 08.
Article in English | MEDLINE | ID: mdl-29730775

ABSTRACT

Olfactory neuroblastoma/esthesioneuroblastoma (ONB) is an uncommon neuroectodermal neoplasm thought to arise from the olfactory epithelium. Little is known about its molecular pathogenesis. For this study, a retrospective cohort of n = 66 tumor samples with the institutional diagnosis of ONB was analyzed by immunohistochemistry, genome-wide DNA methylation profiling, copy number analysis, and in a subset, next-generation panel sequencing of 560 tumor-associated genes. DNA methylation profiles were compared to those of relevant differential diagnoses of ONB. Unsupervised hierarchical clustering analysis of DNA methylation data revealed four subgroups among institutionally diagnosed ONB. The largest group (n = 42, 64%, Core ONB) presented with classical ONB histology and no overlap with other classes upon methylation profiling-based t-distributed stochastic neighbor embedding (t-SNE) analysis. A second DNA methylation group (n = 7, 11%) with CpG island methylator phenotype (CIMP) consisted of cases with strong expression of cytokeratin, no or scarce chromogranin A expression and IDH2 hotspot mutation in all cases. T-SNE analysis clustered these cases together with sinonasal carcinoma with IDH2 mutation. Four cases (6%) formed a small group characterized by an overall high level of DNA methylation, but without CIMP. The fourth group consisted of 13 cases that had heterogeneous DNA methylation profiles and strong cytokeratin expression in most cases. In t-SNE analysis, these cases mostly grouped among sinonasal adenocarcinoma, squamous cell carcinoma, and undifferentiated carcinoma. Copy number analysis indicated highly recurrent chromosomal changes among Core ONB with a high frequency of combined loss of chromosome 1-4, 8-10, and 12. NGS sequencing did not reveal highly recurrent mutations in ONB, with the only recurrently mutated genes being TP53 and DNMT3A. In conclusion, we demonstrate that institutionally diagnosed ONB are a heterogeneous group of tumors. Expression of cytokeratin, chromogranin A, the mutational status of IDH2 as well as DNA methylation patterns may greatly aid in the precise classification of ONB.


Subject(s)
DNA Methylation , Neuroblastoma/classification , Neuroblastoma/genetics , Olfaction Disorders/classification , Olfaction Disorders/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Biomarkers, Tumor , Child , Diagnosis, Differential , Female , Humans , Isocitrate Dehydrogenase/genetics , Male , Middle Aged , Mutation , Transcriptome , Young Adult
5.
Nat Commun ; 15(1): 3937, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38729924

ABSTRACT

Human natural killer (NK) cell-based therapies are under assessment for treating various cancers, but cryopreservation reduces both the recovery and function of NK cells, thereby limiting their therapeutic feasibility. Using cryopreservation protocols optimized for T cells, here we find that ~75% of NK cells die within 24 h post-thaw, with the remaining cells displaying reduced cytotoxicity. Using CRISPR-Cas9 gene editing and confocal microscopy, we find that cryopreserved NK cells largely die via apoptosis initiated by leakage of granzyme B from cytotoxic vesicles. Pretreatment of NK cells with a combination of Interleukins-15 (IL-15) and IL-18 prior to cryopreservation improves NK cell recovery to ~90-100% and enables equal tumour control in a xenograft model of disseminated Raji cell lymphoma compared to non-cryopreserved NK cells. The mechanism of IL-15 and IL-18-induced protection incorporates two mechanisms: a transient reduction in intracellular granzyme B levels via degranulation, and the induction of antiapoptotic genes.


Subject(s)
Apoptosis , Cryopreservation , Granzymes , Interleukin-15 , Interleukin-18 , Killer Cells, Natural , Granzymes/metabolism , Interleukin-15/metabolism , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Humans , Interleukin-18/metabolism , Animals , Cryopreservation/methods , Mice , Cell Line, Tumor , CRISPR-Cas Systems
6.
Sci Transl Med ; 15(714): eadi1145, 2023 09 20.
Article in English | MEDLINE | ID: mdl-37651540

ABSTRACT

In the absence of cell surface cancer-specific antigens, immunotherapies such as chimeric antigen receptor (CAR) T cells, monoclonal antibodies, or bispecific T cell engagers typically target lineage antigens. Currently, such immunotherapies are individually designed and tested for each disease. This approach is inefficient and limited to a few lineage antigens for which the on-target/off-tumor toxicities are clinically tolerated. Here, we sought to develop a universal CAR T cell therapy for blood cancers directed against the pan-leukocyte marker CD45. To protect healthy hematopoietic cells, including CAR T cells, from CD45-directed on-target/off-tumor toxicity while preserving the essential functions of CD45, we mapped the epitope on CD45 that is targeted by the CAR and used CRISPR adenine base editing to install a function-preserving mutation sufficient to evade CAR T cell recognition. Epitope-edited CD45 CAR T cells were fratricide resistant and effective against patient-derived acute myeloid leukemia, B cell lymphoma, and acute T cell leukemia. Epitope-edited hematopoietic stem cells (HSCs) were protected from CAR T cells and, unlike CD45 knockout cells, could engraft, persist, and differentiate in vivo. Ex vivo epitope editing in HSCs and T cells enables the safe and effective use of CD45-directed CAR T cells and bispecific T cell engagers for the universal treatment of hematologic malignancies and might be exploited for other diseases requiring intensive hematopoietic ablation.


Subject(s)
Hematologic Neoplasms , Precursor T-Cell Lymphoblastic Leukemia-Lymphoma , Humans , Epitopes , Gene Editing , Hematologic Neoplasms/therapy , Immunotherapy
7.
Cancer Discov ; 12(7): 1625-1633, 2022 07 06.
Article in English | MEDLINE | ID: mdl-35417527

ABSTRACT

CD19- and B-cell maturation antigen (BCMA)-directed chimeric antigen receptor (CAR) T cells have enabled unprecedented responses in a subset of refractory patients with B-cell and plasma cell malignancies, leading to their approval by the FDA for the treatment of leukemia, lymphoma, and myeloma. These "living drugs" can become part of a synthetic immune system, persisting at least a decade in some patients. However, despite this tremendous impact, significant unmet treatment needs remain for patients with hematologic malignancies and solid cancers. In this perspective, we highlight recent innovations that advance the field toward production of a more potent and universal cellular immunotherapy of the future. Next-generation CAR T cells will incorporate advances in gene engineering and synthetic biology to enhance functionality and persistence, and reduce treatment-associated toxicities. The combination of autologous CAR T cells with various allogeneic cell treatment strategies designed to target the immunosuppressive tumor microenvironment will broaden the impact of future CAR T-cell therapies.


Subject(s)
Immunotherapy, Adoptive , Multiple Myeloma , Antigens, CD19 , B-Cell Maturation Antigen , Humans , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Multiple Myeloma/therapy , Receptors, Antigen, T-Cell/genetics , T-Lymphocytes , Tumor Microenvironment
8.
Bone Marrow Transplant ; 57(5): 729-733, 2022 05.
Article in English | MEDLINE | ID: mdl-35190673

ABSTRACT

High-dose chemotherapy (HD-Cx) in refractory germ cell cancer (GCC) is effective but limited data are available concerning the optimal approach for stem cell mobilization (SCM) in these patients. In this analysis 102 patients undergoing SCM during first (n = 25) or subsequent treatment lines (n = 77) were analyzed. Subcutaneous injections of granulocyte colony-stimulating factor (G-CSF) were given once daily (group 1) in 52 patients (51%), twice daily (group 2) in 39 patients (38%) or one injection Pegylated-G-CSF (PegG-CSF) (group 3) in eleven patients (11%) after one cycle of mobilization chemotherapy. Plerixafor was administered 13 times in group 1, seven times in group 2 and once in group 3. Overall, 77 (75%) patients achieved successful SCM defined as ≥8*106 CD34+ cells/kg body weight for three consecutive HD-Cx plus one backup dose. In group 1, 40 of 52 patients (77%) achieved successful SCM with a median of 11 G-CSF injections, in group 2, 27 of 39 patients (69%) with a median of 14 G-CSF injections and in group 3, 10 of 11 patients (91%) with one injection of PegG-CSF. SCM was more successful if conducted during first-line chemotherapy (p = 0.016) and associated with a beneficial outcome concerning overall survival (p = 0.02) if performed satisfactorily.


Subject(s)
Hematopoietic Stem Cell Transplantation , Heterocyclic Compounds , Neoplasms, Germ Cell and Embryonal , Neoplasms , Antigens, CD34/metabolism , Granulocyte Colony-Stimulating Factor , Hematopoietic Stem Cell Mobilization , Humans , Neoplasms, Germ Cell and Embryonal/drug therapy
9.
Front Oncol ; 9: 420, 2019.
Article in English | MEDLINE | ID: mdl-31192125

ABSTRACT

Unrecognized genome instability syndromes can potentially impede the rational treatment of cancer in rare patients. Identification of cancer patients with a hereditary condition is a compelling necessity for oncologists, giving varying hypersensitivities to various chemotherapeutic agents or radiation, depending on the underlying genetic cause. Omission of genetic testing in the setting of an overlooked hereditary syndrome may lead to unexpected and unbearable toxicity from oncological standard approaches. We present a case of a 33-year-old man with an early-onset stage IV intrahepatic cholangiocarcinoma, who experienced unusual bone marrow failure and neutropenic fever syndrome as a consequence of palliative chemotherapy containing cisplatin and gemcitabine, leading to a fatal outcome on day 25 of his first chemotherapeutic cycle. The constellation of bone marrow failure after exposure to the platinum-based agent cisplatin, the presence of an early-onset solid malignancy and the critical appraisal of further phenotypical features raised suspicion of a hereditary genome instability syndrome. Whole-exome sequencing from buccal swab DNA enabled the post mortem diagnosis of Fanconi anemia, most likely linked to the fatal outcome due to utilization of the DNA crosslinking agent cisplatin. The patient's phenotype was exceptional, as he never displayed significant hematologic abnormalities, which is the hallmark of Fanconi anemia. As such, this case stresses the importance to at least question the possibility of a hereditary basis in cases of relatively early-onset malignancy before defining an oncological treatment strategy.

10.
PLoS One ; 11(11): e0166690, 2016.
Article in English | MEDLINE | ID: mdl-27902722

ABSTRACT

Canonical Wnt signaling is known to promote proliferation of olfactory stem cells. In order to investigate the effects of a constitutive activation of Wnt signaling in Sox2-positive precursor cells of the olfactory epithelium, we used transgenic mice that allowed an inducible deletion of exon 3 of the Ctnnb1 gene, which is responsible for the phosphorylation and degradation of Ctnnb1 protein. After induction of aberrant Wnt activation by Ctnnb1 deletion at embryonic day 14, such mice developed tumor-like lesions in upper parts of the nasal cavity. We still observed areas of epithelial hyperplasia within the olfactory epithelium following early postnatal Wnt activation, but the olfactory epithelial architecture remained unaffected in most parts when Wnt was activated at postnatal day 21 or later. In summary, our results suggest an age-dependent tumorigenic potential of aberrant Wnt signaling in the olfactory epithelium of mice.


Subject(s)
Hyperplasia/genetics , Nose Neoplasms/genetics , Olfactory Mucosa/metabolism , SOXB1 Transcription Factors/metabolism , Wnt Proteins/metabolism , Wnt Signaling Pathway/physiology , beta Catenin/genetics , Animals , Cell Proliferation , Enzyme Activation , Female , Mice , Mice, Transgenic , Phosphorylation/genetics , Tamoxifen/pharmacology , beta Catenin/metabolism
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