Integration of DNA methylation & health scores identifies subtypes in myalgic encephalomyelitis/chronic fatigue syndrome

被引:21
作者
de Vega, Wilfred C. [1 ,2 ]
Erdman, Lauren [3 ,4 ]
Vernon, Suzanne D. [5 ]
Goldenberg, Anna [3 ,4 ]
McGowan, Patrick O. [1 ,2 ,6 ,7 ]
机构
[1] Univ Toronto, Dept Biol Sci, Toronto, ON, Canada
[2] Univ Toronto, Dept Cell & Syst Biol, Toronto, ON, Canada
[3] Univ Toronto, Dept Comp Sci, Toronto, ON, Canada
[4] SickKids Res Inst, Genet & Genome Biol, Toronto, ON, Canada
[5] Bateman Horne Ctr Excellence, Salt Lake City, UT 84102 USA
[6] Univ Toronto, Dept Psychol, Toronto, ON, Canada
[7] Univ Toronto, Fac Med, Dept Physiol, Toronto, ON, Canada
关键词
CFS; chronic fatigue syndrome; clinical subtyping; complex disease; DNA methylation; epigenetics; health survey; myalgic encephalomyelitis; similarity network fusion; symptom heterogeneity; CHRONIC UNEXPLAINED FATIGUE; GENE-EXPRESSION SUBTYPES; EMPIRICAL DELINEATION; MULTIPLE-SCLEROSIS; SYNDROME ME/CFS; NETWORK; GENOME; MICROARRAY; BRAIN; HETEROGENEITY;
D O I
10.2217/epi-2017-0150
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Aim: To identify subtypes in myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) based on DNA methylation profiles and health scores. Methods: DNA methylome profiles in immune cells were integrated with symptomatology from 70 women with ME/CFS using similarity network fusion to identify subtypes. Results: We discovered four ME/CFS subtypes associated with DNA methylation modifications in 1939 CpG sites, three RAND-36 categories and five DePaul Symptom Questionnaire measures. Methylation patterns of immune response genes and differences in physical functioning and postexertional malaise differentiated the subtypes. Conclusion: ME/CFS subtypes are associated with specific DNA methylation differences and health symptomatology and provide additional evidence of the potential relevance of metabolic and immune differences in ME/CFS with respect to specific symptoms.
引用
收藏
页码:539 / 557
页数:19
相关论文
共 50 条
  • [21] Prevalence and treatment of Chronic Fatigue Syndrome/Myalgic Encephalomyelitis and co-morbid severe health anxiety
    Daniels, Jo
    Parker, Hannah
    Salkovskis, Paul Martin
    INTERNATIONAL JOURNAL OF CLINICAL AND HEALTH PSYCHOLOGY, 2020, 20 (01) : 10 - 19
  • [22] A Case Definition for Children with Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
    Jason, Leonard A.
    Porter, Nicole
    Shelleby, Elizabeth
    Bell, David S.
    Lapp, Charles W.
    Rowe, Kathy
    De Meirleir, Kenny
    CLINICAL MEDICINE INSIGHTS-PEDIATRICS, 2008, 1 : 53 - 57
  • [23] Sleep Abnormalities in Chronic Fatigue Syndrome/Myalgic Encephalomyelitis: A Review
    Jackson, Melinda L.
    Bruck, Dorothy
    JOURNAL OF CLINICAL SLEEP MEDICINE, 2012, 8 (06): : 719 - 728
  • [24] PEDIATRIC LONG COVID AND MYALGIC ENCEPHALOMYELITIS/CHRONIC FATIGUE SYNDROME
    Siberry, Vikram G. R.
    Rowe, Peter C.
    PEDIATRIC INFECTIOUS DISEASE JOURNAL, 2022, 41 (04) : E139 - E141
  • [25] Chronic Fatigue Syndrome Versus Sudden Onset Myalgic Encephalomyelitis
    Jason, Leonard A.
    Evans, Meredyth
    Brown, Abigail
    Sunnquist, Madison
    Newton, Julia L.
    JOURNAL OF PREVENTION & INTERVENTION IN THE COMMUNITY, 2015, 43 (01) : 62 - 77
  • [26] Defining Essential Features of Myalgic Encephalomyelitis and Chronic Fatigue Syndrome
    Jason, Leonard A.
    Sunnquist, Madison
    Brown, Abigail
    Reed, Jordan
    JOURNAL OF HUMAN BEHAVIOR IN THE SOCIAL ENVIRONMENT, 2015, 25 (06) : 657 - 674
  • [27] Hypothalamus Connectivity in Adolescent Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
    Byrne, Hollie
    Knight, Sarah J.
    Josev, Elisha K.
    Scheinberg, Adam
    Beare, Richard
    Yang, Joseph Y. M.
    Oldham, Stuart
    Rowe, Katherine
    Seal, Marc L.
    JOURNAL OF NEUROSCIENCE RESEARCH, 2024, 102 (10)
  • [28] Myalgic Encephalomyelitis/Chronic Fatigue Syndrome: Efficacy of Repeat Immunoadsorption
    Toelle, Markus
    Freitag, Helma
    Antelmann, Michaela
    Hartwig, Jelka
    Schuchardt, Mirjam
    van der Giet, Markus
    Eckardt, Kai-Uwe
    Grabowski, Patricia
    Scheibenbogen, Carmen
    JOURNAL OF CLINICAL MEDICINE, 2020, 9 (08) : 1 - 13
  • [29] Circulating miRNAs Expression in Myalgic Encephalomyelitis/Chronic Fatigue Syndrome
    Soffritti, Irene
    Gravelsina, Sabine
    D'Accolti, Maria
    Bini, Francesca
    Mazziga, Eleonora
    Vilmane, Anda
    Rasa-Dzelzkaleja, Santa
    Nora-Krukle, Zaiga
    Krumina, Angelika
    Murovska, Modra
    Caselli, Elisabetta
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2023, 24 (13)
  • [30] Validating a measure of myalgic encephalomyelitis/chronic fatigue syndrome symptomatology
    Brown, Abigail A.
    Jason, Leonard A.
    FATIGUE-BIOMEDICINE HEALTH AND BEHAVIOR, 2014, 2 (03) : 132 - 152