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1.
Nat Cancer ; 4(5): 734-753, 2023 05.
Article in English | MEDLINE | ID: mdl-37081258

ABSTRACT

Multiple myeloma (MM) is a plasma cell malignancy defined by complex genetics and extensive patient heterogeneity. Despite a growing arsenal of approved therapies, MM remains incurable and in need of guidelines to identify effective personalized treatments. Here, we survey the ex vivo drug and immunotherapy sensitivities across 101 bone marrow samples from 70 patients with MM using multiplexed immunofluorescence, automated microscopy and deep-learning-based single-cell phenotyping. Combined with sample-matched genetics, proteotyping and cytokine profiling, we map the molecular regulatory network of drug sensitivity, implicating the DNA repair pathway and EYA3 expression in proteasome inhibitor sensitivity and major histocompatibility complex class II expression in the response to elotuzumab. Globally, ex vivo drug sensitivity associated with bone marrow microenvironmental signatures reflecting treatment stage, clonality and inflammation. Furthermore, ex vivo drug sensitivity significantly stratified clinical treatment responses, including to immunotherapy. Taken together, our study provides molecular and actionable insights into diverse treatment strategies for patients with MM.


Subject(s)
Multiple Myeloma , Humans , Multiple Myeloma/drug therapy , Multiple Myeloma/genetics , Multiple Myeloma/pathology , Plasma Cells/pathology , Proteasome Inhibitors/therapeutic use , Bone Marrow/pathology , Immunotherapy
2.
Protein Eng Des Sel ; 31(5): 173-179, 2018 05 01.
Article in English | MEDLINE | ID: mdl-29982719

ABSTRACT

A novel dual-cytokine-antibody fusion protein, consisting of an antibody directed against CD38 [a tumor-associated antigen mainly expressed on the surface of multiple myeloma (MM) cells], simultaneously fused to both tumor necrosis factor ligand superfamily member 10 (TRAIL) and interleukin-2 (IL2), was designed, expressed and purified to homogeneity. The novel fusion protein, termed IL2-αCD38-αCD38-scTRAIL, was able to selectively recognize its cognate antigen expressed on the surface of MM and lymphoma cell lines, as evidenced by flow cytometry analysis. Moreover, the targeted version of TRAIL was able to induce cancer cell death in vitro, both with MM cell lines and with fresh isolates from the bone marrow of MM patients. The experiments provide a rationale for possible future applications of IL2-αCD38-αCD38-scTRAIL for the treatment of patients with MM or other CD38-positive malignancies.


Subject(s)
ADP-ribosyl Cyclase 1/metabolism , Cytokines/metabolism , Immunoconjugates/therapeutic use , Multiple Myeloma/drug therapy , Multiple Myeloma/metabolism , Recombinant Fusion Proteins/therapeutic use , ADP-ribosyl Cyclase 1/immunology , Cell Line, Tumor , Humans , Immunoconjugates/genetics , Immunoconjugates/immunology , Immunoconjugates/metabolism , Recombinant Fusion Proteins/genetics , Recombinant Fusion Proteins/immunology , Recombinant Fusion Proteins/metabolism , TNF-Related Apoptosis-Inducing Ligand/metabolism
3.
Transl Oncol ; 9(5): 403-410, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27661405

ABSTRACT

BACKGROUND: Thyroid carcinomas represent the most frequent endocrine malignancies. Recent studies were able to distinguish malignant from benign nodules of the thyroid gland with diffusion-weighted imaging (DWI). Although this differentiation is undoubtedly helpful, presurgical discrimination between well-differentiated and undifferentiated carcinomas would be crucial to define the optimal treatment algorithm. Therefore, the aim of this study was to investigate if readout-segmented multishot echo planar DWI is able to differentiate between differentiated and undifferentiated subtypes of thyroid carcinomas. PATIENTS AND METHODS: Fourteen patients with different types of thyroid carcinomas who received preoperative DWI were included in our study. In all lesions, apparent diffusion coefficient (ADC)min, ADCmean, ADCmax, and D were estimated on the basis of region of interest measurements after coregistration with T1-weighted, postcontrast images. All tumors were resected and analyzed histopathologically. Ki-67 index, p53 synthesis, cellularity, and total and average nucleic areas were estimated using ImageJ version 1.48. RESULTS: Analysis of variance revealed a statistically significant difference in ADCmean values between differentiated and undifferentiated thyroid carcinomas (P=.022). Spearman Rho calculation identified significant correlations between ADCmax and cell count (r=0.541, P=.046) as well as between ADCmax and total nuclei area (r=0.605, P=.022). CONCLUSION: DWI can distinguish between differentiated and undifferentiated thyroid carcinomas.

4.
J Craniomaxillofac Surg ; 44(8): 985-94, 2016 Aug.
Article in English | MEDLINE | ID: mdl-27328894

ABSTRACT

Polyetherketoneketone (PEKK) a high performance thermoplastic polymer that is FDA-approved for cranio- and maxillo-facial as well as spineal surgery. We studied the viability, growth and osteogenic differentiation of bone marrow-derived human and sheep mesenchymal stem cells (MSC) in combination with a 3D scaffold made of PEKK using different cell-based assays. To investigate if autologous MSC, either undifferentiated or osteogenically pre-differentiated, augmented bone formation after implantation, we implanted cell-seeded 3D PEKK scaffolds into calvarial defects in sheep for 12 weeks. The volume and quality of newly formed bone were investigated using micro-computer tomography (micro-CT) and histological stainings. Our results show that the 3D PEKK scaffolds were cyto- and bio-compatible. They allowed for adherence, growth and osteogenic differentiation of human and ovine MSC. However, bone healing seemed unaffected by whether the scaffolds were seeded with MSC. Considerable amounts of newly formed bone were found in all PEKK treated groups, but a fibrous capsule was formed around the implants regardless of cell seeding with MSC.


Subject(s)
Benzophenones , Bone Regeneration , Mesenchymal Stem Cell Transplantation , Polymers , Skull , Tissue Engineering/methods , Tissue Scaffolds , Animals , Disease Models, Animal , Humans , Models, Animal , Osseointegration , Sheep
5.
J Hematol Oncol ; 9: 4, 2016 Jan 25.
Article in English | MEDLINE | ID: mdl-26810307

ABSTRACT

BACKGROUND: Bone marrow (BM) niches are often inaccessible for controlled experimentation due to their difficult accessibility, biological complexity, and three-dimensional (3D) geometry. METHODS: Here, we report the development and characterization of a BM model comprising of cellular and structural components with increased potential for hematopoietic recapitulation at ectopic transplantation sites. Cellular components included mesenchymal stromal cells (MSCs) and hematopoietic stem and progenitor cells (HSPCs). Structural components included 3D ß-tricalcium phosphate (ß-TCP) scaffolds complemented with Matrigel or collagen I/III gels for the recreation of the osteogenic/extracellular character of native BM. RESULTS: In vitro, ß-TCP/Matrigel combinations robustly maintained proliferation, osteogenic differentiation, and matrix remodeling capacities of MSCs and maintenance of HSPCs function over time. In vivo, scaffolds promoted strong and robust recruitment of hematopoietic cells to sites of ectopic transplantation, vascularization, and soft tissue formation. CONCLUSIONS: Our tissue-engineered BM system is a powerful tool to explore the regulatory mechanisms of hematopoietic stem and progenitor cells for a better understanding of hematopoiesis in health and disease.


Subject(s)
Bone Marrow Cells/physiology , Bone Marrow/physiology , Hematopoiesis/physiology , Stem Cell Niche/physiology , Tissue Engineering/methods , Animals , Bone Marrow/metabolism , Calcium Phosphates/metabolism , Cell Differentiation/physiology , Cell Proliferation/physiology , Cells, Cultured , Collagen/metabolism , Drug Combinations , Hematopoietic Stem Cells/physiology , Humans , Laminin , Mesenchymal Stem Cells/physiology , Mice, Inbred C57BL , Microscopy, Electron , Osteogenesis/physiology , Proteoglycans , Reproducibility of Results , Stem Cell Transplantation/methods , Tissue Scaffolds
6.
BMC Cancer ; 15: 140, 2015 Mar 18.
Article in English | MEDLINE | ID: mdl-25880801

ABSTRACT

BACKGROUND: Lactate dehydrogenase A (LDHA) and Pyruvate Kinase M2 (PKM2) are important enzymes of glycolysis. Both of them can be phosphorylated and therefore regulated by Fibroblast growth factor receptor 1 (FGFR1). While phosphorylation of LDHA at tyrosine10 leads to tetramerization and activation, phosphorylation of PKM2 at tyrosine105 promotes dimerization and inactivation. Dimeric PKM2 is found in the nucleus and regulates gene transcription. Up-regulation and phosphorylation of LDHA and PKM2 contribute to faster proliferation under hypoxic conditions and promote the Warburg effect. METHODS: Using western blot and SYBR Green Real time PCR we investigated 77 thyroid tissues including 19 goiter tissues, 11 follicular adenomas, 16 follicular carcinomas, 15 papillary thyroid carcinomas, and 16 undifferentiated thyroid carcinomas for total expression of PKM2, LDHA and FGFR1. Additionally, phosphorylation status of PKM2 and LDHA was analysed. Inhibition of FGFR was performed on FTC133 cells with SU-5402 and Dovitinib. RESULTS: All examined thyroid cancer subtypes overexpressed PKM2 as compared to goiter. LDHA was overexpressed in follicular and papillary thyroid cancer as compared to goiter. Elevated phosphorylation of LDHA and PKM2 was detectable in all analysed cancer subtypes. The highest relative phosphorylation levels of PKM2 and LDHA compared to overall expression were found in undifferentiated thyroid cancer. Inhibition of FGFR led to significantly decreased phosphorylation levels of PKM2 and LDHA. CONCLUSIONS: Our data shows that overexpression and increased phosphorylation of PKM2 and LHDA is a common finding in thyroid malignancies. Phospho-PKM2 and Phospho-LDHA could be valuable tumour markers for thyroglobulin negative thyroid cancer.


Subject(s)
Carrier Proteins/metabolism , L-Lactate Dehydrogenase/metabolism , Membrane Proteins/metabolism , Receptor, Fibroblast Growth Factor, Type 1/metabolism , Thyroid Gland/metabolism , Thyroid Gland/pathology , Thyroid Hormones/metabolism , Thyroid Neoplasms/metabolism , Biomarkers , Carrier Proteins/genetics , Cell Line , Gene Expression , Humans , Isoenzymes/genetics , Isoenzymes/metabolism , L-Lactate Dehydrogenase/genetics , Lactate Dehydrogenase 5 , Membrane Proteins/genetics , Phosphorylation , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptor, Fibroblast Growth Factor, Type 1/genetics , Thyroid Hormones/genetics , Thyroid Neoplasms/diagnosis , Thyroid Neoplasms/genetics , Thyroid Hormone-Binding Proteins
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