scholarly journals Multi-omics tumor profiling technologies to develop precision medicine in multiple myeloma

Author(s):  
Sara Ovejero ◽  
Jerome Moreaux

Multiple myeloma (MM), the second most common hematologic cancer, is caused by accumulation of aberrant plasma cells in the bone marrow. Its molecular causes are not fully understood and its great heterogeneity among patients complicates therapeutic decision-making. In the past decades, development of new therapies and drugs have significantly improved survival of MM patients. However, resistance to drugs and relapse remain the most common causes of mortality and are the major challenges to overcome. The advent of high throughput omics technologies capable of analyzing big amount of clinical and biological data has changed the way to diagnose and treat MM. Integration of omics data (gene mutations, gene expression, epigenetic information, and protein and metabolite levels) with clinical histories of thousands of patients allows to build scores to stratify the risk at diagnosis and predict the response to treatment, helping clinicians to make better educated decisions for each particular case. There is no doubt that the future of MM treatment relies on personalized therapies based on predictive models built from omics studies. This review summarizes the current treatments and the use of omics technologies in MM, and their importance in the implementation of personalized medicine.

Author(s):  
Sara Ovejero ◽  
Jerome Moreaux

Multiple myeloma (MM), the second most common hematologic cancer, is caused by accumulation of aberrant plasma cells in the bone marrow. Its molecular causes are not fully understood and its great heterogeneity among patients complicates therapeutic decision-making. In the past decades, development of new therapies and drugs have significantly improved survival of MM patients. However, resistance to drugs and relapse remain the most common causes of mortality and are the major challenges to overcome. The advent of high throughput omics technologies capable of analyzing big amount of clinical and biological data has changed the way to diagnose and treat MM. Integration of omics data (gene mutations, gene expression, epigenetic information, and protein and metabolite levels) with clinical histories of thousands of patients allows to build scores to stratify the risk at diagnosis and predict the response to treatment, helping clinicians to make better educated decisions for each particular case. There is no doubt that the future of MM treatment relies on personalized therapies based on predictive models built from omics studies. This review summarizes the current treatments and the use of omics technologies in MM, and their importance in the implementation of personalized medicine.


Life ◽  
2021 ◽  
Vol 11 (12) ◽  
pp. 1320
Author(s):  
Antonio Pierro ◽  
Alessandro Posa ◽  
Costanzo Astore ◽  
Mariacarmela Sciandra ◽  
Alessandro Tanzilli ◽  
...  

Multiple myeloma is a hematological malignancy of plasma cells usually detected due to various bone abnormalities on imaging and rare extraosseous abnormalities. The traditional approach for disease detection was based on plain radiographs, showing typical lytic lesions. Still, this technique has many limitations in terms of diagnosis and assessment of response to treatment. The new approach to assess osteolytic lesions in patients newly diagnosed with multiple myeloma is based on total-body low-dose CT. The purpose of this paper is to suggest a guide for radiologists in performing and evaluating a total-body low-dose CT in patients with multiple myeloma, both newly-diagnosed and in follow-up (pre and post treatment).


Author(s):  
Sally Thirkettle ◽  
Joanne Russell ◽  
Sarah Wilson ◽  
Tasneem Ganijee ◽  
Samar Kulkarni ◽  
...  

Background The novel daratumumab immunotherapy is a human IgG1 kappa antibody targeted against CD38, which is almost universally expressed on myeloma plasma cells. Daratumumab has efficacy in clinical trials for the treatment of multiple myeloma; however, it complicates laboratory monitoring of the serological response to treatment, as it is detected by serum electrophoresis and/or immunofixation. Methods Laboratory reports of electrophoresis patterns serially performed in a single laboratory of six patients with relapsed multiple myeloma receiving daratumumab therapy as part a clinical trial were reviewed retrospectively. Results Post administration of daratumumab therapy, an additional band was visible by serum electrophoresis, migrating to the mid-gamma region, which was confirmed as IgG kappa by immunofixation. In five out of the six patients, this band was quantified at <2.0 g/L. For one patient, this band co-migrated with the patient’s disease paraprotein band, so both bands were quantified together. The appearance of an apparent second paraprotein band while receiving treatment for multiple myeloma can cause anxiety for patients, confusion for healthcare workers and may also underestimate complete remission rates. Conclusions The clinical laboratory must be aware of the interference of daratumumab in serum electrophoresis. Effective communication between clinicians and the laboratory is essential for the production of clinically valuable, non-misleading reports for these patients.


Blood ◽  
2010 ◽  
Vol 116 (21) ◽  
pp. 4992-4992 ◽  
Author(s):  
Christian Langer ◽  
Mariam Ibañez ◽  
Peter Liebisch ◽  
Thorsten Zenz ◽  
Stefan Knop ◽  
...  

Abstract Abstract 4992 Multiple myeloma (MM) is characterized by frequent and complex genomic abnormalities. However, most genetic abnormalities are already present in the precursor state of MM, the monoclonal gammopathy of undetermined significance (MGUS). Therefore, it is likely that secondary genetic events might contribute to the development from MGUS to symptomatic MM. Mutations in isocitrate dehydrogenase 1 (IDH1) and 2 (IDH2) genes have recently been described as relatively frequent molecular lesions in gliomas and in acute myeloid leukemia (AML). However no larger study has so far examined the frequency of IDH1 and IDH2 gene mutations in patients (pts) with MM. Methods: In 188 pts with MM genomic DNA from CD138 sorted plasma cells was used for analyses. Exon 4 of both IDH1 and IDH2 were amplified by PCR and the amplicons were analyzed using a combination of denaturing high-performance liquid chromatography and DNA sequencing. All patients were also characterized by a comprehensive set of FISH probes for the presence of recurring cytogenetic abnormalities. Results: 185 out of 188 samples were evaluable for analyses. One missense mutation in the IDH2 gene (c.G419A) was identified in the cohort of 185 MM pts (0.5%). This mutation was described as the most frequent IDH2 mutation in AML and is predicted to cause an amino acid change from arginine to glutamin at position 140 (p.R140Q). On cytogenetic analysis this patient harbored a translocation t(11;14) resulting in aberrant expression of CCND1. Additionally, in 15 pts (8%) the recently described single nucleotide polymorphism (SNP) in the IDH1 gene (rs11554137) was detected that has been reported as an adverse prognostic factor in cytogenetically normal AML. Summary: Mutations in the IDH1/2 genes are a rare event in MM (0.5%). Further studies are warranted to address the issue if IDH1/2 mutations are restricted to distinct genetic subgroups as for example the group of MM pts with translocation t(11;14). Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2007 ◽  
Vol 110 (11) ◽  
pp. 414-414
Author(s):  
Lionel Karlin ◽  
David Ghez ◽  
Sylvain Choquet ◽  
Karim Belhadj ◽  
Margaret Macro ◽  
...  

Abstract The t(4;14)(p16.3;q32) leads to the ectopic expression of two oncogenes, the Multiple Myeloma Set Gene (MMSET) and the Fibroblast Growth Factor 3 (FGFR3). It is found in 15% of patients with multiple myeloma (MM) and indicates a poor prognosis. To identify the clinico-biological features associated with this adverse prognosis, we prospectively studied a series of 79 patients with t(4;14) MM.Between March 2002 and July 2007, a t(4;14) was detected by real time quantitative PCR of the IGH/MMSET and FGFR3 transcripts in 79 patients. The clinico-biological data were analysed at diagnosis and at relapse. Response rate and time to progression (TTP) after successive lines of chemotherapy, and overall survival (OS), according to beta2m and haemoglobin level, and expression of FGFR3, were evaluated. Among the 79 patients (median age:55 years), 18 (22.8%) had a MGUS or smouldering myeloma and 61 (77.2%) had a symptomatic MM. At diagnosis, no clinical or radiological feature was significantly associated. As expected, 15 patients (18%) had a t(4;14) without expression of FGFR3. IgA isotype was found in 41% and del(13) in 90% of patients. Contrasting with previous studies, only 52% of symptomatic MM had elevated beta2m (>3mg/L). Fourty-two patients (53.1%) received autologous stem cell transplantation (ASCT). In those, the overall response (OR) was 90%. Among those responders, 16% had a complete response (CR) and 53% had a very good partial response (VGPR). Median TTP after ASCT was only 12 months. At relapse, aggressive features (plasmocytoma, cytopenias, acute renal failure, circulating plasma cells) were observed in 23% of cases. After 2nd line chemotherapy, response rate was only 49% and TTP was 6.4 months. Noteworthy, there was a trend toward a better TTP in patients treated with bortezomib as compared to thalidomide in 2nd line therapy (p=0.06). Median OS after ASCT was 31 months, independently of FGFR3 expression and isotype. OS was not significantly different in patients with and without high beta2m (>3mg/L) or low hemoglobin (<100 g/L) at diagnosis. Nineteen patients (24%) received conventional chemotherapy. The OR rate was lower than after ASCT (52%). In this subgroup, median TTP and OS were respectively 7,6 and 30 months. Of the 18 patients (22,8%) with MGUS or smoldering MM, 7 (30%) became symptomatic within a median time of 9,2 months. This study shows that t(4;14) MM are characterized by a high response rate after ASCT contrasting with a short TTP and aggressive, chemoresistant relapses. Despite the increased use of novel molecules, the OS of t(4;14) MM remains shorter than other types of MM. However, the use of bortezomib in first relapse seems to be more effective than thalidomide. Classically used prognosis factors such as beta2m and hemoglobin level here had no impact on OS. Interestingly, t(4;14) and FGFR3 expression are significantly detected in MGUS/smoldering MM. A high proportion of those patients progressed into aggressive stage in a short period of time, suggesting an early transforming role of FGFR3 subsequently leading to molecular additional events.


Author(s):  
Ari Andayani ◽  
I Putu Budhiastra ◽  
I Wayan Losen Adnyana ◽  
Made Paramita Wijayati

Introduction: Multiple myeloma is the second most common hematologic cancer. It is characterized by the clonal proliferation of malignant plasma cells and associated organ dysfunction. Ophthalmic manifestations include hyperviscosity retinopathy and retinal detachment. The aim of this study is to report retinal manifestation in Multiple Myeloma. Methods: A man 45 years old, complained loss of vision on both eyes especially left eye over 1 month. He also feels weakness and 3 times spontaneous nose bleeding. His visual acquity is 6/12 on the right and 2/60 left eye with Retinal Bleeding and Retinal Detachment. His Laboratory examination result increase in WBC 65.91 x 103/µL (Neutrophil, Monocyte, Basophil and Lymphocyte) decrease RBC 3 x 106/µL, HGB 6.85 g/dL, normal PLT 193.60 103/µL, Normal Bleeding and Clotting Time and increase ESR 140 mm/hour. Multiple myeloma was diagnosed by Internal Department with bone marrow biopsy and increase of Gamma Globulin. Results: The patient was treated with melphalan 3 tablet 2 times a day and prednisone 4 mg 3 times a day for 5 days every 28 days.  After 8 month the VA 6/6 on the right and 6/10 on the left with complete resolution of on the right eye and there are resolution on the left eye with fibrosis, the laboratory examination normal WBC 3.8 x 103/µL with Neutrophil 59.3%, Monocyte 6.1 %, Eosinophil 6.3 %, Basophil 0.3 % and Lymphocyte 28.0 %, normal RBC 4.6 x 106/µL, slightly decrease HGB 12.8 g/dL, normal PLT 177.0 x 103/µL and decrease Gamma Globulin. Discussion: This case of bilateral Retinal Bleeding and Exudative Retinal Detachment are remarkable for both its presentation and response to melphalan therapy. Treatment with melphalan and prednison alone was sufficient to clear the Retinal Bleeding and restoration of Exudative Retinal Detachment. Conclusion: Complication of Multiple Myeloma can caused organ disfunction such as retinal bleeding and exudative retinal detachment. Early Diagnosis  is very crucial. In our case combination cemotheraphy with  Melphalan and Prednison showed clinically significant resolution. Workship Internal Department and Ophthalmology Department are very important for management and monitoring ophthalmology manifestation in multiple myeloma.


2017 ◽  
Vol 1 (1) ◽  
Author(s):  
Ari Andayani ◽  
I Putu Budhiastra ◽  
I Wayan Losen Adnyana ◽  
Made Paramita Wijayati

Introduction: Multiple myeloma is the second most common hematologic cancer. It is characterized by the clonal proliferation of malignant plasma cells and associated organ dysfunction. Ophthalmic manifestations include hyperviscosity retinopathy and retinal detachment. The aim of this study is to report retinal manifestation in Multiple Myeloma. Methods: A man 45 years old, complained loss of vision on both eyes especially left eye over 1 month. He also feels weakness and 3 times spontaneous nose bleeding. His visual acquity is 6/12 on the right and 2/60 left eye with Retinal Bleeding and Retinal Detachment. His Laboratory examination result increase in WBC 65.91 x 103/µL (Neutrophil, Monocyte, Basophil and Lymphocyte) decrease RBC 3 x 106/µL, HGB 6.85 g/dL, normal PLT 193.60 103/µL, Normal Bleeding and Clotting Time and increase ESR 140 mm/hour. Multiple myeloma was diagnosed by Internal Department with bone marrow biopsy and increase of Gamma Globulin. Results: The patient was treated with melphalan 3 tablet 2 times a day and prednisone 4 mg 3 times a day for 5 days every 28 days.  After 8 month the VA 6/6 on the right and 6/10 on the left with complete resolution of on the right eye and there are resolution on the left eye with fibrosis, the laboratory examination normal WBC 3.8 x 103/µL with Neutrophil 59.3%, Monocyte 6.1 %, Eosinophil 6.3 %, Basophil 0.3 % and Lymphocyte 28.0 %, normal RBC 4.6 x 106/µL, slightly decrease HGB 12.8 g/dL, normal PLT 177.0 x 103/µL and decrease Gamma Globulin. Discussion: This case of bilateral Retinal Bleeding and Exudative Retinal Detachment are remarkable for both its presentation and response to melphalan therapy. Treatment with melphalan and prednison alone was sufficient to clear the Retinal Bleeding and restoration of Exudative Retinal Detachment. Conclusion: Complication of Multiple Myeloma can caused organ disfunction such as retinal bleeding and exudative retinal detachment. Early Diagnosis  is very crucial. In our case combination cemotheraphy with  Melphalan and Prednison showed clinically significant resolution. Workship Internal Department and Ophthalmology Department are very important for management and monitoring ophthalmology manifestation in multiple myeloma.


Blood ◽  
2002 ◽  
Vol 99 (10) ◽  
pp. 3735-3741 ◽  
Author(s):  
Rafael Fonseca ◽  
Emily A. Blood ◽  
Martin M. Oken ◽  
Robert A. Kyle ◽  
Gordon W. Dewald ◽  
...  

The t(11;14)(q13;q32) results in up-regulation of cyclin D1 and is the most common translocation detected in multiple myeloma, where it is also associated with a lymphoplasmacytic morphology. We performed an interphase fluorescent in situ hybridization (FISH) study to determine the clinical and biologic significance of the abnormality when testing a large cohort of myeloma patients. Bone marrow slides from multiple myeloma patients entered into the Eastern Cooperative Oncology Group phase III clinical trial E9486 and associated laboratory correlative study E9487 were analyzed using interphase FISH combined with immune-fluorescent (cytoplasmic immunoglobulin–FISH) detection of clonal plasma cells. We used FISH probes that hybridize to the 14q32 and 11q13 chromosomal loci. The t(11;14)(q13;q32) was correlated with known biologic and prognostic factors. Of 336 evaluable patients, 53 (16%) had abnormal FISH patterns compatible with the t(11;14)(q13;q32). These patients appeared to be more likely to have a serum monoclonal protein of less than 10 g/L (1 g/dL) (28% vs 15%, P = .029) and a lower plasma cell labeling index (P = .09). More strikingly, patients were less likely to be hyperdiploid by DNA content analysis (n = 251, 14% vs 62%, P &lt; .001). Patients with the t(11;14)(q13;q32) appeared to have better survival and response to treatment, although this did not reach statistical significance. Multiple myeloma with the t(11;14)(q13;q32) is a unique subset of patients, not only characterized by cyclin D1 up-regulation and a lymphoplasmacytic morphology, but is also more frequently associated with small serum monoclonal proteins and is much less likely to be hyperdiploid. These patients do not have a worsened prognosis as previously thought.


2020 ◽  
Vol 21 (11) ◽  
pp. 3854
Author(s):  
Léa Lemaitre ◽  
Laura Do Souto Ferreira ◽  
Marie-Véronique Joubert ◽  
Hervé Avet-Loiseau ◽  
Ludovic Martinet ◽  
...  

Introduction. Multiple myeloma (MM) is a B-cell neoplasm characterized by clonal expansion of malignant plasma cells (MM cells) in the bone-marrow (BM) compartment. BM mesenchymal stromal cells (MSC) from newly diagnosed MM patients were shown to be involved in MM pathogenesis and chemoresistance. The patients displayed a distinct transcriptome and were functionally different from healthy donors’ (HD) MSC. Our aim was to determine whether MM–MSC also contributed to relapse. Methods. We obtained and characterized patients’ MSC samples at diagnosis, two years after intensive treatment, without relapse and at relapse. Results. Transcriptomic analysis revealed differences in gene expression between HD and MM-MSC, whatever the stage of the disease. An easier differentiation towards adipogenesis at the expense of osteoblatogeneis was observed, even in patients displaying a complete response to treatment. Although their transcriptome was similar, we found that MSC from relapsed patients had an increased immunosuppressive ability, compared to those from patients in remission. Conclusion. We demonstrated that imprinting of MSC transcriptome demonstrated at diagnosis of MM, persisted even after the apparent disappearance of MM cells induced by treatment, suggesting the maintenance of a local context favorable to relapse.


2017 ◽  
Vol 35 (9) ◽  
pp. 963-967 ◽  
Author(s):  
Sebastien Robiou du Pont ◽  
Alice Cleynen ◽  
Charlotte Fontan ◽  
Michel Attal ◽  
Nikhil Munshi ◽  
...  

Multiple myeloma (MM) is characterized by wide variability in the chromosomal/genetic changes present in tumor plasma cells. Genetically, MM can be divided into two groups according to ploidy and hyperdiploidy versus nonhyperdiploidy. Several studies in gene expression profiling attempted to identify subentities in MM without convincing results. These studies mostly confirmed the cytogenetic data and subclassified patients according to 14q32 translocations and ploidy. More-recent data that are based on whole-exome sequencing have confirmed this heterogeneity and show many gene mutations but without a unifying mutation. These newer studies have shown the frequent alteration of the mitogen-activated protein kinase pathway. The most interesting data have demonstrated subclonality in all patients with MM, including subclonal mutations of supposed driver genes KRAS, NRAS, and BRAF.


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