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Malamos P, Papanikolaou C, Gavriatopoulou M, Dimopoulos MA, Terpos E, Souliotis VL. The Interplay between the DNA Damage Response (DDR) Network and the Mitogen-Activated Protein Kinase (MAPK) Signaling Pathway in Multiple Myeloma. Int J Mol Sci 2024; 25:6991. [PMID: 39000097 PMCID: PMC11241508 DOI: 10.3390/ijms25136991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2024] [Revised: 06/18/2024] [Accepted: 06/24/2024] [Indexed: 07/16/2024] Open
Abstract
The DNA damage response (DDR) network and the mitogen-activated protein kinase (MAPK) signaling pathway are crucial mechanisms for the survival of all living beings. An accumulating body of evidence suggests that there is crosstalk between these two systems, thus favoring the appropriate functioning of multi-cellular organisms. On the other hand, aberrations within these mechanisms are thought to play a vital role in the onset and progression of several diseases, including cancer, as well as in the emergence of drug resistance. Here, we provide an overview of the current knowledge regarding alterations in the DDR machinery and the MAPK signaling pathway as well as abnormalities in the DDR/MAPK functional crosstalk in multiple myeloma, the second most common hematologic malignancy. We also present the latest advances in the development of anti-myeloma drugs targeting crucial DDR- and MAPK-associated molecular components. These data could potentially be exploited to discover new therapeutic targets and effective biomarkers as well as for the design of novel clinical trials. Interestingly, they might provide a new approach to increase the efficacy of anti-myeloma therapy by combining drugs targeting the DDR network and the MAPK signaling pathway.
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Affiliation(s)
- Panagiotis Malamos
- Institute of Chemical Biology, National Hellenic Research Foundation, 116 35 Athens, Greece; (P.M.); (C.P.)
| | - Christina Papanikolaou
- Institute of Chemical Biology, National Hellenic Research Foundation, 116 35 Athens, Greece; (P.M.); (C.P.)
| | - Maria Gavriatopoulou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece; (M.G.); (M.A.D.); (E.T.)
| | - Meletios A. Dimopoulos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece; (M.G.); (M.A.D.); (E.T.)
| | - Evangelos Terpos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, 115 28 Athens, Greece; (M.G.); (M.A.D.); (E.T.)
| | - Vassilis L. Souliotis
- Institute of Chemical Biology, National Hellenic Research Foundation, 116 35 Athens, Greece; (P.M.); (C.P.)
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Sverrisdottir I, Thorsteinsdottir S, Rognvaldsson S, Aspelund T, Vidarsson B, Onundarson PT, Agnarsson BA, Sigurdardottir M, Thorsteinsdóttir I, Sveinsdottir SV, Palmason R, Olafsson I, Sigurdsson F, Thordardóttir AR, Eythorsson E, Jonsson A, Palsson R, Indridason OS, Gislason GK, Olafsson A, Sigurdsson J, Steingrímsdóttir H, Einarsson Long T, Hultcrantz M, Durie BGM, Harding S, Landgren O, Kristinsson SY, Love TJ. Association Between Autoimmune Diseases and Monoclonal Gammopathy of Undetermined Significance : An Analysis From a Population-Based Screening Study. Ann Intern Med 2024; 177:711-718. [PMID: 38768457 DOI: 10.7326/m23-2867] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/22/2024] Open
Abstract
BACKGROUND Monoclonal gammopathy of undetermined significance (MGUS) is a precursor of multiple myeloma (MM) and related conditions. In previous registry-based, retrospective studies, autoimmune diseases have been associated with MGUS. However, these studies were not based on a screened population and are therefore prone to ascertainment bias. OBJECTIVE To examine whether MGUS is associated with autoimmune diseases. DESIGN A cross-sectional study within iStopMM (Iceland Screens, Treats, or Prevents MM), a prospective, population-based screening study of MGUS. SETTING Icelandic population of adults aged 40 years or older. PATIENTS 75 422 persons screened for MGUS. MEASUREMENTS Poisson regression for prevalence ratios (PRs) of MGUS among persons with or without an autoimmune disease, adjusted for age and sex. RESULTS A total of 10 818 participants had an autoimmune disorder, of whom 599 had MGUS (61 with a prior clinical diagnosis and 538 diagnosed at study screening or evaluation). A diagnosis of an autoimmune disease was not associated with MGUS (PR, 1.05 [95% CI, 0.97 to 1.15]). However, autoimmune disease diagnoses were associated with a prior clinical diagnosis of MGUS (PR, 2.11 [CI, 1.64 to 2.70]). LIMITATION Registry data were used to gather information on autoimmune diseases, and the homogeneity of the Icelandic population may limit the generalizability of these results. CONCLUSION The study did not find an association between autoimmune disease and MGUS in a systematically screened population. Previous studies not done in systematically screened populations have likely been subject to ascertainment bias. The findings indicate that recommendations to routinely screen patients with autoimmune disease for MGUS may not be warranted. PRIMARY FUNDING SOURCE The International Myeloma Foundation and the European Research Council.
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Affiliation(s)
- Ingigerdur Sverrisdottir
- University of Iceland, Reykjavik, Iceland, and Sahlgrenska University Hospital, Gothenburg, Sweden (I.S.)
| | | | - Sæmundur Rognvaldsson
- University of Iceland and Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (S.R., R.Palmason, S.Y.K., T.J.L.)
| | - Thor Aspelund
- University of Iceland, Reykjavik, Iceland (T.A., A.R.T., G.K.G., A.O., J.S.)
| | - Brynjar Vidarsson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Pall Torfi Onundarson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Bjarni A Agnarsson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Margret Sigurdardottir
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Ingunn Thorsteinsdóttir
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Signy Vala Sveinsdottir
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Robert Palmason
- University of Iceland and Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland, and Skåne University Hospital, Lund, Sweden (R.Palsson)
| | - Isleifur Olafsson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Fridbjorn Sigurdsson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | | | - Elias Eythorsson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Asbjorn Jonsson
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Runolfur Palsson
- University of Iceland and Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (S.R., R.Palmason, S.Y.K., T.J.L.)
| | - Olafur Skuli Indridason
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | | | - Andri Olafsson
- University of Iceland, Reykjavik, Iceland (T.A., A.R.T., G.K.G., A.O., J.S.)
| | - Jon Sigurdsson
- University of Iceland, Reykjavik, Iceland (T.A., A.R.T., G.K.G., A.O., J.S.)
| | - Hlif Steingrímsdóttir
- Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (B.V., P.T.O., B.A.A., M.S., I.T., S.V.S., I.O., F.S., E.E., A.J., O.S.I., H.S.)
| | - Thorir Einarsson Long
- University of Iceland, Reykjavik, Iceland, and Skåne University Hospital, Lund, Sweden (T.E.L.)
| | - Malin Hultcrantz
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (M.H.)
| | - Brian G M Durie
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Outpatient Cancer Center, Los Angeles, California (B.G.M.D.)
| | | | - Ola Landgren
- Myeloma Program, Department of Medicine, University of Miami, Sylvester Comprehensive Cancer Center, Miami, Florida (O.L.)
| | - Sigurdur Yngvi Kristinsson
- University of Iceland and Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (S.R., R.Palmason, S.Y.K., T.J.L.)
| | - Thorvardur Jon Love
- University of Iceland and Landspitali-The National University Hospital of Iceland, Reykjavik, Iceland (S.R., R.Palmason, S.Y.K., T.J.L.)
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Lee DJ, El-Khoury H, Tramontano AC, Alberge JB, Perry J, Davis MI, Horowitz E, Redd R, Sakrikar D, Barnidge D, Perkins MC, Harding S, Mucci L, Rebbeck TR, Ghobrial IM, Marinac CR. Mass spectrometry-detected MGUS is associated with obesity and other novel modifiable risk factors in a high-risk population. Blood Adv 2024; 8:1737-1746. [PMID: 38212245 PMCID: PMC10997907 DOI: 10.1182/bloodadvances.2023010843] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2023] [Revised: 10/31/2023] [Accepted: 11/11/2023] [Indexed: 01/13/2024] Open
Abstract
ABSTRACT Monoclonal gammopathy of undetermined significance (MGUS) is a premalignant condition of multiple myeloma with few known risk factors. The emergence of mass spectrometry (MS) for the detection of MGUS has provided new opportunities to evaluate its risk factors. In total, 2628 individuals at elevated risk for multiple myeloma were enrolled in a screening study and completed an exposure survey (PROMISE trial). Participant samples were screened by MS, and monoclonal proteins (M-proteins) with concentrations of ≥0.2 g/L were categorized as MS-MGUS. Multivariable logistic models evaluated associations between exposures and MS outcomes. Compared with normal weight (body mass index [BMI] of 18.5 to <25 kg/m2), obesity (BMI of ≥30 kg/m2) was associated with MS-MGUS, adjusting for age, sex, Black race, education, and income (odds ratio [OR], 1.73; 95% confidence interval [CI], 1.21-2.47; P = .003). High physical activity (≥73.5 metabolic equivalent of task (MET)-hours per week vs <10.5 MET-hours per week) had a decreased likelihood of MS-MGUS (OR, 0.45, 95% CI, 0.24-0.80; P = .009), whereas heavy smoking and short sleep had increased likelihood of MS-MGUS (>30 pack-years vs never smoker: OR, 2.19; 95% CI, 1.24-3.74; P = .005, and sleep <6 vs ≥6 hours per day: OR, 2.11; 95% CI, 1.26-3.42; P = .003). In the analysis of all MS-detected monoclonal gammopathies, which are inclusive of M-proteins with concentrations of <0.2 g/L, elevated BMI and smoking were associated with all MS-positive cases. Findings suggest MS-detected monoclonal gammopathies are associated with a broader range of modifiable risk factors than what has been previously identified. This trial was registered at www.clinicaltrials.gov as #NCT03689595.
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Affiliation(s)
- David J. Lee
- Department of Medicine, Massachusetts General Hospital, Boston, MA
- Harvard Medical School, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Habib El-Khoury
- Harvard Medical School, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | | | - Jean-Baptiste Alberge
- Harvard Medical School, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Jacqueline Perry
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Maya I. Davis
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Erica Horowitz
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
| | - Robert Redd
- Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA
| | | | | | | | | | - Lorelei Mucci
- Harvard T.H. Chan School of Public Health, Boston, MA
| | - Timothy R. Rebbeck
- Division of Population Sciences, Dana-Farber Cancer Institute, Boston, MA
- Harvard T.H. Chan School of Public Health, Boston, MA
| | - Irene M. Ghobrial
- Harvard Medical School, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA
| | - Catherine R. Marinac
- Harvard Medical School, Boston, MA
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA
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4
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Lee DJ, O'Donnell EK, Raje N, Panaroni C, Redd R, Ligibel J, Sears DD, Nadeem O, Ghobrial IM, Marinac CR. Design and Rationale of Prolonged Nightly Fasting for Multiple Myeloma Prevention (PROFAST): Protocol for a Randomized Controlled Pilot Trial. JMIR Res Protoc 2024; 13:e51368. [PMID: 38466984 DOI: 10.2196/51368] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 11/17/2023] [Accepted: 11/23/2023] [Indexed: 03/13/2024] Open
Abstract
BACKGROUND Obesity is an established, modifiable risk factor of multiple myeloma (MM); yet, no lifestyle interventions are routinely recommended for patients with overweight or obesity with MM precursor conditions. Prolonged nightly fasting is a simple, practical dietary regimen supported by research, suggesting that the synchronization of feeding-fasting timing with sleep-wake cycles favorably affects metabolic pathways implicated in MM. We describe the design and rationale of a randomized controlled pilot trial evaluating the efficacy of a regular, prolonged nighttime fasting schedule among individuals with overweight or obesity at high risk for developing MM or a related lymphoid malignancy. OBJECTIVE We aim to investigate the effects of 4-month prolonged nightly fasting on body composition and tumor biomarkers among individuals with overweight or obesity with monoclonal gammopathy of undetermined significance (MGUS), smoldering multiple myeloma (SMM), or smoldering Waldenström macroglobulinemia (SWM). METHODS Individuals with MGUS, SMM, or SWM aged ≥18 years and a BMI of ≥25 kg/m2 are randomized to either a 14-hour nighttime fasting intervention or a healthy lifestyle education control group. Participants' baseline diet and lifestyle patterns are characterized through two 24-hour dietary recalls: questionnaires querying demographic, comorbidity, lifestyle, and quality-of-life information; and wrist actigraphy measurements for 7 days. Fasting intervention participants are supported through one-on-one telephone counseling by a health coach and automated SMS text messaging to support fasting goals. Primary end points of body composition, including visceral and subcutaneous fat (by dual-energy x-ray absorptiometry); bone marrow adiposity (by bone marrow histology); and tumor biomarkers, specifically M-proteins and serum free light-chain concentrations (by gel-based and serum free light-chain assays), are assessed at baseline and after the 4-month study period; changes therein from baseline are evaluated using a repeated measures mixed-effects model that accounts for the correlation between baseline and follow-up measures and is generally robust to missing data. Feasibility is assessed as participant retention (percent dropout in each arm) and percentage of days participants achieved a ≥14-hour fast. RESULTS The PROlonged nightly FASTing (PROFAST) study was funded in June 2022. Participant recruitment commenced in April 2023. As of July 2023, six participants consented to the study. The study is expected to be completed by April 2024, and data analysis and results are expected to be published in the first quarter of 2025. CONCLUSIONS PROFAST serves as an important first step in exploring the premise that prolonged nightly fasting is a strategy to control obesity and obesity-related mechanisms of myelomagenesis. In evaluating the feasibility and impact of prolonged nightly fasting on body composition, bone marrow adipose tissue, and biomarkers of tumor burden, this pilot study may generate hypotheses regarding metabolic mechanisms underlying MM development and ultimately inform clinical and public health strategies for MM prevention. TRIAL REGISTRATION ClinicalTrials.gov NCT05565638; http://clinicaltrials.gov/ct2/show/NCT05565638. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/51368.
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Affiliation(s)
- David J Lee
- Department of Medicine, Massachusetts General Hospital, Boston, MA, United States
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Elizabeth K O'Donnell
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Noopur Raje
- Department of Medicine, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Cristina Panaroni
- Department of Medicine, Massachusetts General Hospital, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Robert Redd
- Biostatistics and Computational Biology, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Jennifer Ligibel
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
| | - Dorothy D Sears
- College of Health Solutions, Arizona State University, Phoenix, AZ, United States
| | - Omar Nadeem
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Irene M Ghobrial
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA, United States
| | - Catherine R Marinac
- Department of Medical Oncology, Dana-Farber Cancer Institute, Boston, MA, United States
- Harvard Medical School, Boston, MA, United States
- Center for Early Detection and Interception of Blood Cancers, Dana-Farber Cancer Institute, Boston, MA, United States
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Tentolouris A, Ntanasis-Stathopoulos I, Gavriatopoulou M, Andreadou I, Terpos E. Monoclonal Gammopathy of Undetermined Cardiovascular Significance; Current Evidence and Novel Insights. J Cardiovasc Dev Dis 2023; 10:484. [PMID: 38132652 PMCID: PMC10743961 DOI: 10.3390/jcdd10120484] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2023] [Revised: 11/28/2023] [Accepted: 12/02/2023] [Indexed: 12/23/2023] Open
Abstract
Monoclonal gammopathy of undetermined significance (MGUS) is a premalignant condition characterized by the presence of low levels of a monoclonal protein in the serum and a low percentage of clonal plasma cells in the bone marrow. MGUS may progress to multiple myeloma or other plasma cell disorders at a rate of 1% annually. However, MGUS may also have adverse effects on the cardiovascular system independent of its malignant potential. Emerging data have shown that MGUS is associated with cardiovascular disease. The mechanisms underlying this association are not fully understood but may involve genetic abnormalities, vascular calcification, cryoglobulinemia, cold agglutinin disease, autoantibodies and the direct or indirect effects of the monoclonal protein on the vascular endothelium. Herein, we review current evidence in this field and we suggest that patients with MGUS may benefit from regular cardiovascular risk assessment to prevent severe cardiovascular complications, in parallel with close hematological follow-up to monitor potential disease progression.
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Affiliation(s)
- Anastasios Tentolouris
- First Department of Propaedeutic Internal Medicine and Diabetes Center, School of Medicine, National and Kapodistrian University of Athens, Laiko General Hospital, 11527 Athens, Greece;
| | - Ioannis Ntanasis-Stathopoulos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Alexandra General Hospital, 11528 Athens, Greece
| | - Maria Gavriatopoulou
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Alexandra General Hospital, 11528 Athens, Greece
| | - Ioanna Andreadou
- Laboratory of Pharmacology, Faculty of Pharmacy, National and Kapodistrian University of Athens, 15771 Athens, Greece
| | - Evangelos Terpos
- Department of Clinical Therapeutics, School of Medicine, National and Kapodistrian University of Athens, Alexandra General Hospital, 11528 Athens, Greece
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Alejo E, Puertas B, Mateos MV. [Monoclonal gammopathy of uncertain significance]. Med Clin (Barc) 2023; 161:217-224. [PMID: 37330390 DOI: 10.1016/j.medcli.2023.05.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/08/2023] [Revised: 05/23/2023] [Accepted: 05/24/2023] [Indexed: 06/19/2023]
Abstract
Monoclonal gammopathy of uncertain significance is a premalignant plasma cell neoplasm with a high prevalence in the population over 50 years of age and an annual risk of progression of 1%. Multiple recent studies have led to advances in understanding both the pathogenesis of these disorders and their risk of progression to other diseases. Patients require lifelong follow-up, and a multidisciplinary and risk-adapted approach is essential. In recent years, an increasing number of entities associated with a paraprotein, known as clinically significant monoclonal gammopathies, have been recognized.
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Affiliation(s)
- Elena Alejo
- Hospital Universitario de Salamanca/Instituto de Investigación Biomédica de Salamanca (IBSAL)/Centro Investigación del Cáncer-IBMCC (USAL-CSIC), Salamanca, España
| | - Borja Puertas
- Hospital Universitario de Salamanca/Instituto de Investigación Biomédica de Salamanca (IBSAL)/Centro Investigación del Cáncer-IBMCC (USAL-CSIC), Salamanca, España
| | - María-Victoria Mateos
- Hospital Universitario de Salamanca/Instituto de Investigación Biomédica de Salamanca (IBSAL)/Centro Investigación del Cáncer-IBMCC (USAL-CSIC), Salamanca, España.
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Wang M, Yu YC, Liu L, Schoen MW, Kumar A, Vargo K, Colditz G, Thomas T, Chang SH. Natural Language Processing-Assisted Classification Models to Confirm Monoclonal Gammopathy of Undetermined Significance and Progression in Veterans' Electronic Health Records. JCO Clin Cancer Inform 2023; 7:e2300081. [PMID: 38048516 PMCID: PMC10703129 DOI: 10.1200/cci.23.00081] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2023] [Revised: 08/15/2023] [Accepted: 10/04/2023] [Indexed: 12/06/2023] Open
Abstract
PURPOSE To develop and validate natural language processing (NLP)-assisted machine learning (ML)-based classification models to confirm diagnoses of monoclonal gammopathy of undetermined significance (MGUS) and multiple myeloma (MM) from electronic health records (EHRs) in the Veterans Health Administration (VHA). MATERIALS AND METHODS We developed precompiled lexicons and classification rules as features for the following ML classifiers: logistic regression, random forest, and support vector machines (SVMs). These features were trained on 36,044 EHR documents from a random sample of 400 patients with at least one International Classification of Disease code for MGUS diagnosis from 1999 to 2021. The best-performing feature combination was calibrated in the validation set (17,826 documents/200 patients) and evaluated in the testing set (9,250 documents/100 patients). Model performance in diagnosis confirmation was compared with manual chart review results (gold standard) using recall, precision, accuracy, and F1 score. For patients correctly labeled as disease-positive, the difference between model-identified diagnosis dates and the gold standard was also computed. RESULTS In the testing set, the NLP-assisted classification model using SVMs achieved best performance in both MGUS and MM confirmation with recall/precision/accuracy/F1 of 98.8%/93.3%/93.0%/96.0% for MGUS and 100.0%/92.3%/99.0%/96.0% for MM. Dates of diagnoses matched (±45 days) with those of gold standard in 73.0% of model-confirmed MGUS and 84.6% of model-confirmed MM. CONCLUSION An NLP-assisted classification model can reliably confirm MGUS and MM diagnoses and dates and extract laboratory results using automated interpretation of EHR data. This algorithm has the potential to be adapted to other disease areas in VHA EHR system.
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Affiliation(s)
- Mei Wang
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- Department of Surgery, Washington University School of Medicine, St Louis, MO
| | - Yao-Chi Yu
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- Department of Electrical and Systems Engineering, Washington University in St Louis, St Louis, MO
| | - Lawrence Liu
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- City of Hope National Comprehensive Cancer Center, Duarte, CA
| | - Martin W. Schoen
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- Department of Medicine, Saint Louis University School of Medicine, St Louis, MO
| | - Akhil Kumar
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- Department of Surgery, Washington University School of Medicine, St Louis, MO
| | - Kristin Vargo
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
| | - Graham Colditz
- Department of Surgery, Washington University School of Medicine, St Louis, MO
| | - Theodore Thomas
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- Department of Medicine, Washington University School of Medicine, St Louis, MO
| | - Su-Hsin Chang
- Research Service, St Louis Veterans Affairs Medical Center, St Louis, MO
- Department of Surgery, Washington University School of Medicine, St Louis, MO
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Wang M, Zhang R, Zhang S, Zhou X, Song Y, Wang Q. Simultaneous quantitation of multiple myeloma related dietary metabolites in serum using HILIC-LC-MS/MS. Food Nutr Res 2023; 67:9135. [PMID: 37533448 PMCID: PMC10392861 DOI: 10.29219/fnr.v67.9135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Revised: 04/13/2023] [Accepted: 05/02/2023] [Indexed: 08/04/2023] Open
Abstract
Background Recent studies from targeted and untargeted metabolomics have consistently revealed that diet-related metabolites, including carnitine (C0), several species of acylcarnitines (AcyCNs), amino acids, ceramides, and lysophosphatidylcholines (LPCs) may serve as potential multiple myeloma (MM) biomarkers. However, most of these approaches had some intrinsic limitations, namely low reproducibility and compromising the accuracy of the results. Objective This study developed and validated a precise, efficient, and reliable liquid chromatography tandem mass spectrometric (LC-MS/MS) method for measuring these 28 metabolic risk factors in human serum. Design This method employed isopropanol to extract the metabolites from serum, gradient elution on a hydrophilic interaction liquid chromatographic column (HILIC) for chromatographic separation, and multiple reaction monitor (MRM) mode with positive electrospray ionization (ESI) for mass spectrometric detection. Results The correlation coefficients of linear response for this method were more than 0.9984. Analytical recoveries ranged from 91.3 to 106.3%, averaging 99.5%. The intra-run and total coefficients of variation were 1.1-5.9% and 2.0-9.6%, respectively. We have simultaneously determined the serological levels of C0, several subclasses of AcyCNs, amino acids, ceramides, and LPCs within 15 min for the first time. Conclusion The established LC-MS/MS method was accurate, sensitive, efficient, and could be valuable in providing insights into the association between diet patterns and MM disease and added value in further clinical research.
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Affiliation(s)
- Mo Wang
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, Beijing Center for Clinical Laboratories, The Third Clinical Medical College of Capital Medical University, Beijing, P.R. China
| | - Rui Zhang
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, Beijing Center for Clinical Laboratories, The Third Clinical Medical College of Capital Medical University, Beijing, P.R. China
| | - Shunli Zhang
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, Beijing Center for Clinical Laboratories, The Third Clinical Medical College of Capital Medical University, Beijing, P.R. China
| | - Xiaojie Zhou
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, The Third Clinical Medical College of Capital Medical University, Beijing, P.R. China
| | - Yichuan Song
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, Capital Medical University, Beijing, P.R. China
| | - Qingtao Wang
- Department of Clinical Laboratory, Beijing Chaoyang Hospital, Beijing Center for Clinical Laboratories, The Third Clinical Medical College of Capital Medical University, Beijing, P.R. China
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9
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Relapse of Monoclonal Gammopathy of Renal Significance after mRNA COVID-19 Vaccination: A Case Report. Life (Basel) 2023; 13:life13030734. [PMID: 36983889 PMCID: PMC10057448 DOI: 10.3390/life13030734] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2023] [Revised: 03/04/2023] [Accepted: 03/07/2023] [Indexed: 03/12/2023] Open
Abstract
This case report represents the first suspected case of light chain deposition disease relapse associated with mRNA COVID-19 vaccination. The 75-year-old female patient of Greek ethnicity was admitted to the clinic for the investigation of worsening renal function detected on routine lab examinations, two weeks after she received the second dose of the Moderna COVID-19 vaccine (mRNA-1273). Rapidly progressive glomerulonephritis and anemia were the most notable findings. She had a history of LCDD, which had remained stable for four years. Serum protein immunofixation showed monoclonal kappa zones, and a bone marrow biopsy revealed 5% plasma cell infiltration. These, along with other investigations, established the diagnosis of LCDD recurrence. The patient was started on chemotherapy, which improved her immunological profile, but not her renal function. The patient has remained on hemodialysis since. The association between mRNA vaccinations and LCDD relapse may be grounds for investigations into the pathophysiology of MGRS, given the patient’s previous long-term remission. This case report is not intended to directly inform changes in clinical practice. We must stress the importance of following all standardized vaccination protocols, especially in immunocompromised patients.
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10
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Kaur J, Valisekka SS, Hameed M, Bandi PS, Varma S, Onwughalu CJ, Ibrahim H, Mongia H. Monoclonal Gammopathy of Undetermined Significance: A Comprehensive Review. CLINICAL LYMPHOMA, MYELOMA & LEUKEMIA 2023; 23:e195-e212. [PMID: 36966041 DOI: 10.1016/j.clml.2023.02.004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/05/2023] [Revised: 02/13/2023] [Accepted: 02/16/2023] [Indexed: 02/24/2023]
Abstract
Monoclonal Gammopathy of Undetermined Significance (MGUS) is an asymptomatic premalignant plasma cell dyscrasia with a predominate rise of the IgG immunoglobulin fraction without end-organ damage, often diagnosed incidentally. Despite its progression into various subsequent forms of hematological malignancies, MGUS remains underdiagnosed. A literature search was conducted using the Medline, Cochrane, Embase, and Google Scholar databases, including articles published until December 2022. Keywords used encompassed "Monoclonal Gammopathy of Undetermined Significance," "Plasma Cell dyscrasia," "Monoclonal gammopathy of renal significance," and "IgM Monoclonal gammopathy of Undetermined Significance," This study aimed to conduct a critical review to update knowledge regarding the pathophysiology, risk factors, clinical features, diagnostic protocols, complications, and current and novel treatments for MGUS. We recommend a multidisciplinary approach to manage MGUS due to the complexity of the illness's etiology, diagnosis, and therapy. This comprehensive review also highlights future prospects, such as developing screening protocols for at-risk populations, prevention of disease progression by early diagnosis through genome-wide association studies, and management using Daratumumab and NSAIDs.
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Affiliation(s)
- Jasneet Kaur
- Internal Medicine, Nassau University Medical Center, East Meadow, New York, USA..
| | | | - Maha Hameed
- Internal Medicine, Florida State University/Sarasota Memorial Hospital, Sarasota, Florida, USA.
| | | | | | | | - Hany Ibrahim
- Ain Shams University, Faculty of Medicine, Cairo, Egypt.
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11
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Zeig-Owens R, Goldfarb DG, Luft BJ, Yang X, Murata K, Ramanathan L, Thoren K, Doddi S, Shah UA, Mueller AK, Hall CB, Giricz O, Verma A, Prezant DJ, Landgren O. Myeloma precursor disease (MGUS) among rescue and recovery workers exposed to the World Trade Center disaster. Blood Cancer J 2022; 12:120. [PMID: 35995768 PMCID: PMC9395354 DOI: 10.1038/s41408-022-00709-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2022] [Revised: 07/13/2022] [Accepted: 07/15/2022] [Indexed: 11/09/2022] Open
Abstract
An elevated risk of myeloma precursor disease, monoclonal gammopathy of undetermined significance (MGUS), was identified among Fire Department of the City of New York (FDNY) World Trade Center (WTC)-exposed firefighters. Further investigation was needed to determine if these findings were reproducible in a more heterogeneous WTC-exposed rescue/recovery workers cohort, the Stony Brook University-General Responder Cohort GRC (SBU-GRC). MGUS risk was compared between the cohorts and to published general population estimates from Olmsted County, MN, USA. In this observational seroprevalence study, odds ratios (OR) and age-standardized risk ratios (RR) of MGUS (M-spike and light-chain-MGUS combined), M-spike, and light-chain-MGUS were estimated using logistic regression. Age-standardized prevalences were calculated for white males aged 50–79; RRs were estimated by comparing risk in the WTC-exposed cohort with the Olmsted County screened cohort. SBU-GRC had elevated odds of MGUS compared with FDNY (OR = 1.38; 95%CI = 1.00–1.89). The age-standardized prevalence of MGUS was 9.0/100 persons (95%CI = 7.5–10.6), over two-fold higher than the general population (RR = 2.08; 95%CI = 1.72–2.51); the age-standardized prevalence of light-chain-MGUS was 3.5-fold higher (RR = 3.54; 95%CI = 2.52–4.97). This study adds to mounting evidence supporting an association between WTC/environmental exposures and MGUS among rescue/recovery workers. Access to MGUS screenings for the entire WTC-exposed cohort could allow for treatment interventions that improve survival.
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Affiliation(s)
- Rachel Zeig-Owens
- Department of Medicine, Montefiore Medical Center, Bronx, NY, USA.,Bureau of Health Services, Fire Department of the City of New York, Brooklyn, NY, USA.,Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - David G Goldfarb
- Department of Medicine, Montefiore Medical Center, Bronx, NY, USA.,Bureau of Health Services, Fire Department of the City of New York, Brooklyn, NY, USA
| | - Benjamin J Luft
- Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Xiaohua Yang
- Department of Medicine, Renaissance School of Medicine at Stony Brook University, Stony Brook, NY, USA
| | - Kazunori Murata
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Lakshmi Ramanathan
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Katie Thoren
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Sital Doddi
- Department of Pathology and Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Urvi A Shah
- Myeloma Service, Department of Medicine, Memorial Sloan Kettering Cancer Center, New York City, NY, USA
| | - Alexandra K Mueller
- Department of Medicine, Montefiore Medical Center, Bronx, NY, USA.,Bureau of Health Services, Fire Department of the City of New York, Brooklyn, NY, USA
| | - Charles B Hall
- Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY, USA
| | - Orsi Giricz
- The Leukemia & Lymphoma Society, Rye Brook, NY, USA
| | - Amit Verma
- Division of Hemato-Oncology, Department of Oncology, Albert Einstein College of Medicine & Montefiore Medical Center, Bronx, NY, USA
| | - David J Prezant
- Bureau of Health Services, Fire Department of the City of New York, Brooklyn, NY, USA.,Department of Medicine, Division of Pulmonary Medicine, Montefiore Medical Center and Albert Einstein College of Medicine, New York, NY, USA
| | - Ola Landgren
- Myeloma Division, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA.
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12
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Schwartz B, Schou M, Ruberg FL, Rucker D, Choi J, Siddiqi O, Monahan K, Køber L, Gislason G, Torp-Pedersen C, Andersson C. Cardiovascular Morbidity in Monoclonal Gammopathy of Undetermined Significance: A Danish Nationwide Study. JACC CardioOncol 2022; 4:313-322. [PMID: 36213365 PMCID: PMC9537076 DOI: 10.1016/j.jaccao.2022.05.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/23/2022] [Revised: 05/09/2022] [Accepted: 05/11/2022] [Indexed: 11/14/2022] Open
Abstract
Background Monoclonal gammopathy of undetermined significance (MGUS) is associated with renal dysfunction, inflammation, and increased cardiovascular mortality, but the cardiovascular risks are not fully understood. Objectives The authors explored the association of MGUS with a spectrum of cardiovascular diseases using the Danish nationwide databases. Methods Between 1995 and 2018, patients 18 years and older with MGUS were age- and sex-matched (1:10) with control patients and followed prospectively until December 31, 2018, for the occurrence of cardiovascular diseases. Patients diagnosed with multiple myeloma, lymphoma, or amyloidosis were excluded. Multivariable adjusted hazard ratios (HRs) for cardiovascular outcomes were estimated using Cox proportional hazard regression. Results Patients with MGUS (n = 8,189; mean age 69.8 ± 11.7 years; 51.2% male) had higher prevalence of cardiovascular risk factors at baseline, including hypertension (48.0% vs 38.5%) and type 2 diabetes (13.0% vs 9.3%), compared with control patients. Outcomes included an increased risk of heart failure (HR: 1.55; 95% CI: 1.41-1.69), acute myocardial infarction (HR: 1.22; 95% CI: 1.06-1.40), ischemic stroke (HR: 1.16; 95% CI: 1.03-1.30), atrial fibrillation (HR: 1.32; 95% CI: 1.23-1.42), aortic aneurysm (HR: 1.55; 95% CI: 1.28-1.89), aortic stenosis (HR: 1.60; 95% CI: 1.41-1.82), aortic regurgitation (HR: 1.67; 95% CI: 1.34-2.07), heart block (HR: 1.32; 95% CI: 1.08-1.61), peripheral artery disease (HR: 1.69; 95% CI: 1.47-1.95), cor pulmonale (HR: 2.06; 95% CI: 1.55-2.73), and venous thromboembolism (HR: 1.43; 95% CI: 1.24-1.65). A sensitivity analysis including only patients without certain comorbidities (type 2 diabetes, hypertension, acute myocardial infarction, and chronic kidney disease) yielded similar results. Conclusions MGUS is associated with a broad spectrum of cardiovascular diseases, with greater relative risks observed for diseases previously associated with infiltrative and inflammatory disorders. Further studies are warranted to explore the underlying mechanisms.
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Affiliation(s)
- Brian Schwartz
- Department of Medicine, Section of Internal Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA,Address for correspondence: Dr Brian Schwartz, Department of Medicine, Section of Internal Medicine, 72 East Concord Street, Boston, Massachusetts 02118, USA. @BSchwarMD@ca_heart_dk
| | - Morten Schou
- Department of Cardiology, Herlev and Gentofte Hospital, Copenhagen University, Hellerup, Denmark
| | - Frederick L. Ruberg
- Department of Medicine, Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Dane Rucker
- Department of Medicine, Section of Internal Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Jihoon Choi
- Department of Medicine, Section of Internal Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Omar Siddiqi
- Department of Medicine, Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Kevin Monahan
- Department of Medicine, Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
| | - Lars Køber
- The Heart Center, Copenhagen University Hospital Rigshospitalet, Copenhagen, Denmark
| | - Gunnar Gislason
- Department of Cardiology, Herlev and Gentofte Hospital, Copenhagen University, Hellerup, Denmark,The Danish Heart Foundation, Copenhagen, Denmark
| | - Christian Torp-Pedersen
- Department of Cardiology, Hillerød Hospital, Hillerød, Denmark,Department of Public Health, University of Copenhagen, Copenhagen, Denmark
| | - Charlotte Andersson
- Department of Cardiology, Herlev and Gentofte Hospital, Copenhagen University, Hellerup, Denmark,Department of Medicine, Section of Cardiovascular Medicine, Boston Medical Center, Boston University School of Medicine, Boston, Massachusetts, USA
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13
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Chang VC, Khan AA, Huang WY, Katki HA, Purdue MP, Landgren O, Hofmann JN. Body mass index and risk of progression from monoclonal gammopathy of undetermined significance to multiple myeloma: Results from the Prostate, Lung, Colorectal and Ovarian Cancer Screening Trial. Blood Cancer J 2022; 12:51. [PMID: 35365600 PMCID: PMC8975932 DOI: 10.1038/s41408-022-00642-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2021] [Revised: 02/25/2022] [Accepted: 03/03/2022] [Indexed: 11/12/2022] Open
Affiliation(s)
- Vicky C Chang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA.
| | - Ali A Khan
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Wen-Yi Huang
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Hormuzd A Katki
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Mark P Purdue
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
| | - Ola Landgren
- Myeloma Program, Sylvester Comprehensive Cancer Center, University of Miami, Miami, FL, USA
| | - Jonathan N Hofmann
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, Bethesda, MD, USA
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14
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Naddaf E, Dasari S, Selcen D, Charlesworth MC, Johnson KL, Mauermann ML, Kourelis T. Proteomic profiling of sporadic late-onset nemaline myopathy. Ann Clin Transl Neurol 2022; 9:391-402. [PMID: 35187860 PMCID: PMC8935314 DOI: 10.1002/acn3.51527] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2022] [Accepted: 02/04/2022] [Indexed: 11/08/2022] Open
Abstract
Objective To define the proteomic profile of sporadic late‐onset nemaline myopathy (SLONM) and explore its pathogenesis. Methods We performed mass spectrometry on laser‐dissected frozen muscle samples from five patients with SLONM, three of whom with an associated monoclonal protein (MP), and four controls, to determine the proteomic profile of SLONM. Furthermore, we assessed the role of the MP by evaluating the expression of the immunoglobulin light chain variable regions (IGVL). Results There were 294 differentially expressed proteins: 272 upregulated and 22 downregulated. Among the top 100 upregulated proteins, the most common categories were: nuclear or nucleic acid metabolism (24%), extracellular matrix and basal lamina (17%), immune response (13%), and actin dynamics (8%). Downregulated proteins consisted mostly of contractile proteins. Among upregulated proteins, there were 65 with a role related to the immune system, including eight proteins involved in major histocompatibility complex 1 (MHC1) and antigen processing, 15 in MHCII complex and phagocytosis, and 23 in B and/or T‐cell function. Among nine upregulated immunoglobulin proteins, there were two IGVL genes. However, these were also detected in SLONM cases without an MP, with no evidence of clonally dominant immunoglobulin deposition. In muscle sections from SLONM patients, nemaline rods tended to accumulate in atrophic fibers with marked rarefaction of the myofibrils. Increased MHC1 reactivity was present in fibers containing nemaline rods as well as adjacent nonatrophic fibers. Conclusion Our findings suggest that aberrant immune activation is present in SLONM, but do not support a direct causal relationship between the MP and SLONM.
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Affiliation(s)
- Elie Naddaf
- Division of Neuromuscular Medicine, Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Surendra Dasari
- Department of Qualitative Health Sciences, Mayo Clinic, Rochester, Minnesota, USA
| | - Duygu Selcen
- Division of Neuromuscular Medicine, Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | | | - Kenneth L Johnson
- Medical Genome Facility Proteomics Core, Mayo Clinic, Rochester, Minnesota, USA
| | - Michelle L Mauermann
- Division of Neuromuscular Medicine, Department of Neurology, Mayo Clinic, Rochester, Minnesota, USA
| | - Taxiarchis Kourelis
- Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, Minnesota, USA
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15
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Murdaca G, Allegra A, Paladin F, Calapai F, Musolino C, Gangemi S. Involvement of Alarmins in the Pathogenesis and Progression of Multiple Myeloma. Int J Mol Sci 2021; 22:9039. [PMID: 34445745 PMCID: PMC8396675 DOI: 10.3390/ijms22169039] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 08/17/2021] [Accepted: 08/20/2021] [Indexed: 01/02/2023] Open
Abstract
OBJECTIVE Multiple Myeloma (MM) is a haematological disease resulting from the neoplastic transformation of plasma cells. The uncontrolled growth of plasma cells in the bone marrow and the delivery of several cytokines causes bone erosion that often does not regress, even in the event of disease remission. MM is characterised by a multi-step evolutionary path, which starts with an early asymptomatic stage defined as monoclonal gammopathy of undetermined significance (MGUS) evolving to overt disease. DATA SOURCES AND STUDY SELECTION We have selected scientific publications on the specific topics "alarmis, MGUS, and MM", drawing from PubMed. The keywords we used were alarmines, MGUS, MM, and immune system. RESULTS The analysis confirms the pivotal role of molecules such as high-mobility group box-1, heat shock proteins, and S100 proteins in the induction of neoangiogenesis, which represents a milestone in the negative evolution of MM as well as other haematological and non-haematological tumours. CONCLUSIONS Modulation of the host immune system and the inhibition of neoangiogenesis may represent the therapeutic target for the treatment of MM that is capable of promoting better survival and reducing the risk of RRMM.
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Affiliation(s)
- Giuseppe Murdaca
- Department of Internal Medicine, University of Genoa, Ospedale Policlinico San Martino IRCCS, 20132 Genoa, Italy;
| | - Alessandro Allegra
- Division of Hematology, Department of Human Pathology in Adulthood and Childhood “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (A.A.); (C.M.)
| | - Francesca Paladin
- Department of Internal Medicine, University of Genoa, Ospedale Policlinico San Martino IRCCS, 20132 Genoa, Italy;
| | - Fabrizio Calapai
- Department of Chemical, Biological, Pharmaceutical and Environmental Sciences, University of Messina, 98168 Messina, Italy;
| | - Caterina Musolino
- Division of Hematology, Department of Human Pathology in Adulthood and Childhood “Gaetano Barresi”, University of Messina, 98125 Messina, Italy; (A.A.); (C.M.)
| | - Sebastiano Gangemi
- Department of Clinical and Experimental Medicine, School and Operative Unit of Allergy and Clinical Immunology, University of Messina, 98125 Messina, Italy;
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16
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Prevalence of monoclonal gammopathy of undetermined significance (MGUS) at HIV diagnosis in individuals 18-40 years old: a possible HIV indicator condition. Blood Cancer J 2021; 11:91. [PMID: 33994543 PMCID: PMC8126560 DOI: 10.1038/s41408-021-00489-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 03/22/2021] [Accepted: 04/30/2021] [Indexed: 11/15/2022] Open
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