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Rapier-Sharman N, Kim S, Mudrow M, Told MT, Fischer L, Fawson L, Parry J, Poole BD, O'Neill KL, Piccolo SR, Pickett BE. Comparison of B-Cell Lupus and Lymphoma Using a Novel Immune Imbalance Transcriptomics Algorithm Reveals Potential Therapeutic Targets. Genes (Basel) 2024; 15:1215. [PMID: 39336806 PMCID: PMC11431704 DOI: 10.3390/genes15091215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2024] [Revised: 08/22/2024] [Accepted: 09/03/2024] [Indexed: 09/30/2024] Open
Abstract
BACKGROUND/OBJECTIVES Systemic lupus erythematosus (lupus) and B-cell lymphoma (lymphoma) co-occur at higher-than-expected rates and primarily depend on B cells for their pathology. These observations implicate shared inflammation-related B cell molecular mechanisms as a potential cause of co-occurrence. METHODS We consequently implemented a novel Immune Imbalance Transcriptomics (IIT) algorithm and applied IIT to lupus, lymphoma, and healthy B cell RNA-sequencing (RNA-seq) data to find shared and contrasting mechanisms that are potential therapeutic targets. RESULTS We observed 7143 significantly dysregulated genes in both lupus and lymphoma. Of those genes, we found 5137 to have a significant immune imbalance, defined as a significant dysregulation by both diseases, as analyzed by IIT. Gene Ontology (GO) term and pathway enrichment of the IIT genes yielded immune-related "Neutrophil Degranulation" and "Adaptive Immune System", which validates that the IIT algorithm isolates biologically relevant genes in immunity and inflammation. We found that 344 IIT gene products are known targets for established and/or repurposed drugs. Among our results, we found 48 known and 296 novel lupus targets, along with 151 known and 193 novel lymphoma targets. Known disease drug targets in our IIT results further validate that IIT isolates genes with disease-relevant mechanisms. CONCLUSIONS We anticipate the IIT algorithm, together with the shared and contrasting gene mechanisms uncovered here, will contribute to the development of immune-related therapeutic options for lupus and lymphoma patients.
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Affiliation(s)
- Naomi Rapier-Sharman
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Sehi Kim
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Madelyn Mudrow
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Michael T Told
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Lane Fischer
- McKay School of Education, Brigham Young University, Provo, UT 84602, USA
| | - Liesl Fawson
- Department of Statistics, Brigham Young University, Provo, UT 84602, USA
| | - Joseph Parry
- Department of Comparative Arts and Letters, Brigham Young University, Provo, UT 84602, USA
| | - Brian D Poole
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Kim L O'Neill
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
| | - Stephen R Piccolo
- Department of Biology, Brigham Young University, Provo, UT 84602, USA
| | - Brett E Pickett
- Department of Microbiology and Molecular Biology, Brigham Young University, Provo, UT 84602, USA
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Habib AA, Sacks N, Cool C, Durgapal S, Dennen S, Everson K, Hughes T, Hernandez J, Phillips G. Hospitalizations and Mortality From Myasthenia Gravis: Trends From 2 US National Datasets. Neurology 2024; 102:e207863. [PMID: 38165317 DOI: 10.1212/wnl.0000000000207863] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/20/2023] [Accepted: 10/03/2023] [Indexed: 01/03/2024] Open
Abstract
BACKGROUND AND OBJECTIVES Myasthenia gravis (MG) is a rare neuromuscular disorder where IgG antibodies damage the communication between nerves and muscles, leading to muscle weakness that can be severe and have a significant impact on patients' lives. MG exacerbations include myasthenic crisis with respiratory failure, the most serious manifestation of MG. Recent studies have found MG prevalence increasing, especially in older patients. This study examined trends in hospital admissions and in-hospital mortality for adult patients with MG and readmissions and postdischarge mortality in older (65 years or older) adults with MG. METHODS Data from the Nationwide Inpatient Sample (NIS), an all-payer national database of hospital discharges, were used to characterize trends in hospitalizations and in-hospital mortality related to MG exacerbations and MG crisis among adult patients aged 18 years or older. The Medicare Limited Data Set, a deidentified, longitudinal research database with demographic, enrollment, and claims data was used to assess hospitalizations, length of stay (LOS), readmissions, and 30-day postdischarge mortality among fee-for-service Medicare beneficiaries aged 65 years or older. The study period was 2010-2019. Multinomial logit models and Poisson regression were used to test for significance of trends. RESULTS Hospitalization rates for 19,715 unique adult patients and 56,822 admissions increased from 2010 to 2019 at an average annualized rate of 4.9% (MG noncrisis: 4.4%; MG crisis: 6.8%; all p < 0.001). Readmission rates were approximately 20% in each study year for both crisis and noncrisis hospitalizations; the in-hospital mortality rate averaged 1.8%. Among patients aged 65 years or older, annualized increases in hospitalizations were estimated at 5.2%, 4.2%, and 7.7% for all, noncrisis, and crisis hospitalizations, respectively (all p < 0.001). The average LOS was stable over the study period, ranging from 11.3 to 13.1 days, but was consistently longer for MG crisis admissions. Mortality among patients aged 65 years or older was higher compared with that in all patients, averaging 5.0% across each of the study years. DISCUSSION Increasing hospitalization rates suggest a growing burden associated with MG, especially among older adults. While readmission and mortality rates have remained stable, the increasing hospitalization rates indicate that the raw numbers of readmissions-and deaths-are also increasing. Mortality rates are considerably higher in older patients hospitalized with MG.
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Affiliation(s)
- Ali A Habib
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Naomi Sacks
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Christina Cool
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Sneha Durgapal
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Syvart Dennen
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Katie Everson
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Tom Hughes
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Jennifer Hernandez
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
| | - Glenn Phillips
- From the University of California (A.A.H.), Irvine; Precision Health Economics and Outcomes Research (N.S., C.C., S. Durgapal, S. Dennen, K.E., J.H.), New York, NY; Argenx (T.H., G.P.), Ghent, Belgium
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Hundsberger T, Schreiner B, Roth P. Immune checkpoint inhibitors induced side effects of the peripheral nervous system. Curr Opin Neurol 2023; 36:427-431. [PMID: 37639489 DOI: 10.1097/wco.0000000000001188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]
Abstract
PURPOSE OF REVIEW This review highlights recent knowledge on the diagnosis and treatment of immune checkpoint inhibitor-induced neurological side effects (irNAE) focussing on the neuromuscular system. RECENT FINDINGS irNAEs mainly resemble sporadic neuromuscular autoimmune diseases and paraneoplastic neurological syndromes. However, neurological symptoms may be unspecific (muscle weakness, fatigue) in the oncological setting and carry the risk of misdiagnosis and delayed therapeutic intervention. The role of disease-specific neuromuscular autoantibodies in the diagnosis is controversial as preexisting autoantibodies may otherwise be present before immune checkpoint inhibitor (ICI) treatment without clinical symptoms and may not develop in case of irNAE manifestation. A new necrotising form of myositis (irMyositis) has been described presenting with facial weakness and ptosis mimicking myasthenia gravis. It comes along with a high rate of severe myocarditis accounting for a triad overlap syndrome (myasthenia/myositis/myocarditis). The role of modern biologicals in the treatment of irNAEs has to be determined. SUMMARY irNAEs are rare but carry the risk of permanent morbidity and mortality. Early suspicion and diagnosis are key to prevent neurological sequelae. Beyond interruption of ICI administration, treatment corresponds to sporadic autoimmune diseases. The myasthenia/myositis/myocarditis overlap syndrome deserves special attention as it carries the highest risk of mortality. The role of neurotoxic pretreatment regimens, preexisting subclinical neurological autoimmune diseases and the risk of ICI-re-challenge after irNAEs has to be further investigated.
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Affiliation(s)
- Thomas Hundsberger
- Department of Neurology
- Department of Medical Oncology and Haematology, Cantonal Hospital, St. Gallen
| | - Bettina Schreiner
- Department of Neurology, University of Zurich, University Hospital of Zurich, Switzerland
| | - Patrick Roth
- Department of Neurology, University of Zurich, University Hospital of Zurich, Switzerland
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Zhou Y, Li H. Neurological adverse events associated with PD-1/PD-L1 immune checkpoint inhibitors. Front Neurosci 2023; 17:1227049. [PMID: 37456998 PMCID: PMC10339650 DOI: 10.3389/fnins.2023.1227049] [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: 05/22/2023] [Accepted: 06/13/2023] [Indexed: 07/18/2023] Open
Abstract
Immunotherapy is a promising method for cancer treatment. Among them, immune checkpoint inhibitors targeting PD-1/PD-L1 are increasingly used for certain cancers. However, with the widespread use of such drugs, reports of immune-related adverse events (irAEs) are also increasing. Neurological adverse events (nAEs) are one of the irAEs that affect the peripheral and central nervous systems. They are characterized by low incidence, hard to diagnose, and life-threatening risks, which have a significant impact on the prognosis of patients. Biomarker-based early diagnosis and subsequent treatment strategies are worthy of attention, and comprehensive management of irAEs is important for optimizing patients' quality of life and long-term outcomes. In this review, we summarized the mechanisms, common symptoms, early biomarkers, treatments, and future research directions of nAEs, in order to provide a comprehensive overview of immune checkpoint inhibitor-related nAEs targeting PD-1/PD-L1.
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