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Grach SL, Dudenkov DV, Pollack B, Fairweather D, Aakre CA, Munipalli B, Croghan IT, Mueller MR, Overgaard JD, Bruno KA, Collins NM, Li Z, Hurt RT, Tal MC, Ganesh R, Knight DTR. Overlapping conditions in Long COVID at a multisite academic center. Front Neurol 2024; 15:1482917. [PMID: 39524912 PMCID: PMC11543549 DOI: 10.3389/fneur.2024.1482917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 10/09/2024] [Indexed: 11/16/2024] Open
Abstract
Background Many patients experience persistent symptoms after COVID-19, a syndrome referred to as Long COVID (LC). The goal of this study was to identify novel new or worsening comorbidities self-reported in patients with LC. Methods Patients diagnosed with LC (n = 732) at the Mayo Long COVID Care Clinic in Rochester, Minnesota and Jacksonville, Florida were sent questionnaires to assess the development of new or worsening comorbidities following COVID-19 compared to patients with SARS-CoV-2 that did not develop LC (controls). Both groups were also asked questions screening for myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS), generalized joint hypermobility (GJH) and orthostatic intolerance. 247 people with LC (33.7%) and 40 controls (50%) responded to the surveys. Results In this study LC patients averaged 53 years of age and were predominantly White (95%) women (75%). The greatest prevalence of new or worsening comorbidities following SARS-CoV-2 infection in patients with LC vs. controls reported in this study were pain (94.4% vs. 0%, p < 0.001), neurological (92.4% vs. 15.4%, p < 0.001), sleep (82.8% vs. 5.3%, p < 0.001), skin (69.8% vs. 0%, p < 0.001), and genitourinary (60.6% vs. 25.0%, p = 0.029) issues. 58% of LC patients screened positive for ME/CFS vs. 0% of controls (p < 0.001), 27% positive for GJH compared to 10% of controls (p = 0.026), and a positive average score of 4.0 on orthostatic intolerance vs. 0 (p < 0.001). The majority of LC patients with ME/CFS were women (77%). Conclusion We found that comorbidities across 12 surveyed categories were increased in patients following SARS-CoV-2 infection. Our data also support the overlap of LC with ME/CFS, GJH, and orthostatic intolerance. We discuss the pathophysiologic, research, and clinical implications of identifying these conditions with LC.
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Affiliation(s)
- Stephanie L. Grach
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Daniel V. Dudenkov
- Department of General Internal Medicine, Mayo Clinic, Jacksonville, FL, United States
| | - Beth Pollack
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - DeLisa Fairweather
- Department of General Internal Medicine, Mayo Clinic, Jacksonville, FL, United States
- Department of Cardiovascular Medicine, Mayo Clinic, Jacksonville, FL, United States
- Center for Clinical and Translational Science, Mayo Clinic, Rochester, MN, United States
- Department of Immunology, Mayo Clinic, Jacksonville, FL, United States
| | - Chris A. Aakre
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Bala Munipalli
- Department of General Internal Medicine, Mayo Clinic, Jacksonville, FL, United States
| | - Ivana T. Croghan
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
- Division of Quantitative Health Sciences, Rochester, MN, United States
| | - Michael R. Mueller
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Joshua D. Overgaard
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Katelyn A. Bruno
- Department of General Internal Medicine, Mayo Clinic, Jacksonville, FL, United States
- Department of Cardiovascular Medicine, University of Florida, Gainesville, FL, United States
| | - Nerissa M. Collins
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Zhuo Li
- Department of Biostatistics, Mayo Clinic, Jacksonville, FL, United States
| | - Ryan T. Hurt
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Michal C. Tal
- Department of Biological Engineering, Massachusetts Institute of Technology, Cambridge, MA, United States
- Institute for Stem Cell Biology & Regenerative Medicine, Stanford University School of Medicine, Stanford, CA, United States
| | - Ravindra Ganesh
- Division of General Internal Medicine, Mayo Clinic, Rochester, MN, United States
| | - Dacre T. R. Knight
- Department of General Internal Medicine, Mayo Clinic, Jacksonville, FL, United States
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Tabacof L, Chiplunkar M, Canori A, Howard R, Wood J, Proal A, Putrino D. Distinguishing pain profiles among individuals with long COVID. FRONTIERS IN REHABILITATION SCIENCES 2024; 5:1448816. [PMID: 39493003 PMCID: PMC11527737 DOI: 10.3389/fresc.2024.1448816] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2024] [Accepted: 10/02/2024] [Indexed: 11/05/2024]
Abstract
Background For many people with long COVID (LC), new-onset pain is a debilitating consequence. This study examined the nature of new-onset pain and concomitant symptoms in patients with LC to infer mechanisms of pain from the relationships between pain and health-related factors. Methods Pain and other symptoms were evaluated in 153 individuals with LC using the Self-Administered Leeds Assessment of Neuropathic Symptoms and Signs, EuroQoL Visual Analog Scale, and Quality of Life in Neurological Disorders. The relationships between pain and patient factors were analyzed using Chi Square and independent t-tests. Results 20.3% of individuals who reported new-onset pain had neuropathic pain, which was associated with lower quality of life and higher rates of cognitive dysfunction compared to those with non-neuropathic pain. Other symptoms were similar between groups, however heart-related symptoms were more prevalent in individuals with neuropathic pain and mood swings were more prevalent for individuals with non-neuropathic pain. Conclusions Characterizing the relationships between NP and quality of life in individuals with LC can aid in developing better clinical management strategies. Understanding the associations between NP and cognitive dysfunction provides the imperative foundation for future studies further examining the pathophysiological mechanisms underlying pain development in LC.
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Affiliation(s)
- Laura Tabacof
- Cohen Center for Recovery from Complex Chronic Illness, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Maanas Chiplunkar
- Rusk Rehabilitation, Department of Physical Medicine and Rehabilitation, New York University Grossman School of Medicine, New York, NY, United States
| | - Alexandra Canori
- Cohen Center for Recovery from Complex Chronic Illness, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Rebecca Howard
- Cohen Center for Recovery from Complex Chronic Illness, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Jamie Wood
- Cohen Center for Recovery from Complex Chronic Illness, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
| | - Amy Proal
- Polybio Research Foundation, Boston, MA, United States
| | - David Putrino
- Cohen Center for Recovery from Complex Chronic Illness, Department of Rehabilitation and Human Performance, Icahn School of Medicine at Mount Sinai, New York, NY, United States
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Fernández-de-las-Peñas C, Díaz-Gil G, Gil-Crujera A, Gómez-Sánchez SM, Ambite-Quesada S, Franco-Moreno A, Ryan-Murua P, Torres-Macho J, Pellicer-Valero OJ, Arendt-Nielsen L, Giordano R. Post-COVID-19 Pain Is Not Associated with DNA Methylation Levels of the ACE2 Promoter in COVID-19 Survivors Hospitalized Due to SARS-CoV-2 Infection. Biomedicines 2024; 12:1662. [PMID: 39200127 PMCID: PMC11351822 DOI: 10.3390/biomedicines12081662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2024] [Revised: 07/09/2024] [Accepted: 07/22/2024] [Indexed: 09/01/2024] Open
Abstract
One of theories explaining the development of long-lasting symptoms after an acute severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection include changes in the methylation pattern of the host. The current study aimed to investigate whether DNA methylation levels associated with the angiotensin-converting enzyme 2 (ACE2) promoter are different when comparing individuals previously hospitalized due to COVID-19 who then developed long-lasting post-COVID pain with those previously hospitalized due to COVID-19 who did not develop post-COVID-19 pain symptoms. Non-stimulated saliva samples were obtained from a cohort of 279 (mean age: 56.5, SD: 13.0 years old, 51.5% male) COVID-19 survivors who needed hospitalization. Clinical data were collected from hospital medical records. Participants were asked to disclose pain symptoms developed during the first three months after hospital admission due to COVID-19 and persisting at the time of the interview. Methylations of five CpG dinucleotides in the ACE2 promoter were quantified (as percentages). Participants were evaluated up to 17.8 (SD: 5.3) months after hospitalization. Thus, 39.1% of patients exhibited post-COVID-19 pain. Most patients (77.05%) in the cohort developed localized post-COVID-19 pain. Headache and pain in the lower extremity were experienced by 29.4% of the patients. Seven patients received a post-infection diagnosis of fibromyalgia based on the presence of widespread pain characteristics (11.6%) and other associated symptoms. No significant differences in methylation percentages at any CpG location of the ACE2 promoter were identified when comparing individuals with and without post-COVID-19 pain. The current study did not observe differences in methylation levels of the ACE2 promoter depending on the presence or absence of long-lasting post-COVID-19 pain symptoms in individuals who needed hospitalization due to COVID-19 during the first wave of the pandemic.
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Affiliation(s)
- César Fernández-de-las-Peñas
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Universidad Rey Juan Carlos (URJC), 28922 Alcorcón, Spain;
- Center for Neuroplasticity and Pain (CNAP), Sensory Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, DK-9220 Aalborg, Denmark; (L.A.-N.); (R.G.)
| | - Gema Díaz-Gil
- Research Group GAMDES, Department of Basic Health Sciences, Universidad Rey Juan Carlos (URJC), 28933 Madrid, Spain; (G.D.-G.); (A.G.-C.); (S.M.G.-S.)
| | - Antonio Gil-Crujera
- Research Group GAMDES, Department of Basic Health Sciences, Universidad Rey Juan Carlos (URJC), 28933 Madrid, Spain; (G.D.-G.); (A.G.-C.); (S.M.G.-S.)
| | - Stella M. Gómez-Sánchez
- Research Group GAMDES, Department of Basic Health Sciences, Universidad Rey Juan Carlos (URJC), 28933 Madrid, Spain; (G.D.-G.); (A.G.-C.); (S.M.G.-S.)
| | - Silvia Ambite-Quesada
- Department of Physical Therapy, Occupational Therapy, Rehabilitation and Physical Medicine, Universidad Rey Juan Carlos (URJC), 28922 Alcorcón, Spain;
| | - Anabel Franco-Moreno
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain; (A.F.-M.); (P.R.-M.); (J.T.-M.)
| | - Pablo Ryan-Murua
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain; (A.F.-M.); (P.R.-M.); (J.T.-M.)
| | - Juan Torres-Macho
- Department of Internal Medicine, Hospital Universitario Infanta Leonor-Virgen de la Torre, 28031 Madrid, Spain; (A.F.-M.); (P.R.-M.); (J.T.-M.)
- Department of Medicine, School of Medicine, Universidad Complutense de Madrid, 28040 Madrid, Spain
| | - Oscar J. Pellicer-Valero
- Image Processing Laboratory (IPL), Universitat de València, Parc Científic, 46980 Paterna, Spain;
| | - Lars Arendt-Nielsen
- Center for Neuroplasticity and Pain (CNAP), Sensory Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, DK-9220 Aalborg, Denmark; (L.A.-N.); (R.G.)
- Department of Gastroenterology & Hepatology, Mech-Sense, Clinical Institute, Aalborg University Hospital, DK-9000 Aalborg, Denmark
- Steno Diabetes Center North Denmark, Clinical Institute, Aalborg University Hospital, DK-9000 Aalborg, Denmark
| | - Rocco Giordano
- Center for Neuroplasticity and Pain (CNAP), Sensory Motor Interaction (SMI), Department of Health Science and Technology, Faculty of Medicine, Aalborg University, DK-9220 Aalborg, Denmark; (L.A.-N.); (R.G.)
- Department of Oral and Maxillofacial Surgery, Aalborg University Hospital, DK-9000 Aalborg, Denmark
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Johnston KJ, Signer R, Huckins LM. Chronic Overlapping Pain Conditions and Nociplastic Pain. MEDRXIV : THE PREPRINT SERVER FOR HEALTH SCIENCES 2024:2023.06.27.23291959. [PMID: 38766033 PMCID: PMC11100847 DOI: 10.1101/2023.06.27.23291959] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/22/2024]
Abstract
Chronic Overlapping Pain Conditions (COPCs) are a subset of chronic pain conditions commonly comorbid with one another and more prevalent in women and assigned female at birth (AFAB) individuals. Pain experience in these conditions may better fit with a new mechanistic pain descriptor, nociplastic pain, and nociplastic type pain may represent a shared underlying factor among COPCs. We applied GenomicSEM common-factor genome wide association study (GWAS) and multivariate transcriptome-wide association (TWAS) analyses to existing GWAS output for six COPCs in order to find genetic variation associated with nociplastic type pain, followed by genetic correlation (linkage-disequilibrium score regression), gene-set and tissue enrichment analyses. We found 24 independent single nucleotide polymorphisms (SNPs), and 127 unique genes significantly associated with nociplastic type pain, and showed nociplastic type pain to be a polygenic trait with significant SNP-heritability. We found significant genetic overlap between multisite chronic pain and nociplastic type pain, and to a smaller extent with rheumatoid arthritis and a neuropathic pain phenotype. Tissue enrichment analyses highlighted cardiac and thyroid tissue, and gene set enrichment analyses emphasized potential shared mechanisms in cognitive, personality, and metabolic traits and nociplastic type pain along with distinct pathology in migraine and headache. We use a well-powered network approach to investigate nociplastic type pain using existing COPC GWAS output, and show nociplastic type pain to be a complex, heritable trait, in addition to contributing to understanding of potential mechanisms in development of nociplastic pain.
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Affiliation(s)
- Keira J.A. Johnston
- Department of Psychiatry, Yale School of Medicine, Yale University, New Haven, CT 06511, USA
| | - Rebecca Signer
- Department of Genetic and Genomic Sciences, Icahn School of Medicine at Mount Sinai, New York City, NY 10029, USA
| | - Laura M. Huckins
- Department of Psychiatry, Yale School of Medicine, Yale University, New Haven, CT 06511, USA
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Fitzcharles MA, Cohen SP, Häuser W. A step towards better understanding chronic overlapping pain conditions. Pain 2023:00006396-990000000-00469. [PMID: 38112644 DOI: 10.1097/j.pain.0000000000003129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 10/13/2023] [Indexed: 12/21/2023]
Affiliation(s)
- Mary-Ann Fitzcharles
- Department of Rheumatology, McGill University, Montreal, QC, Canada
- Alan Edwards Pain Management Unit, McGill University, Montreal, QC, Canada
| | - Steven P Cohen
- Department of Anesthesiology and Critical Care Medicine, Neurology and Physical Medicine and Rehabilitation at Johns Hopkins Hospital, Baltimore, MD, United States
- Uniformed Services University of the Health Sciences, Bethesda, MD, United States
| | - Winfried Häuser
- Department of Psychosomatic Medicine and Psychotherapy, Technische Universität München, München, Germany
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