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Volumn 1, Issue 1, 2015, Pages

Distinct plasma immune signatures in ME/CFS are present early in the course of illness

(13)  Hornig, Mady a   Montoya, José G b   Klimas, Nancy G c,d   Levine, Susan e   Felsenstein, Donna f   Bateman, Lucinda g   Peterson, Daniel L h   Gottschalk, C Gunnar h   Schultz, Andrew F a   Che, Xiaoyu a   Eddy, Meredith L a   Komaroff, Anthony L i   Lipkin, W Ian a,j  


Author keywords

[No Author keywords available]

Indexed keywords

BIOMARKERS; DIAGNOSIS;

EID: 85026347818     PISSN: None     EISSN: 23752548     Source Type: Journal    
DOI: 10.1126/sciadv.1400121     Document Type: Article
Times cited : (202)

References (72)
  • 1
    • 84896881725 scopus 로고    scopus 로고
    • Case definitions for chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME): A systematic review
    • K. G. Brurberg, M. S. Fonhus, L. Larun, S. Flottorp, K. Malterud, Case definitions for chronic fatigue syndrome/myalgic encephalomyelitis (CFS/ME): A systematic review. BMJ Open 4, e003973 (2014).
    • (2014) BMJ Open , vol.4 , pp. e003973
    • Brurberg, K.G.1    Fonhus, M.S.2    Larun, L.3    Flottorp, S.4    Malterud, K.5
  • 4
    • 0036192824 scopus 로고    scopus 로고
    • The case definition of chronic fatigue syndrome
    • E. M. Tan, K. Sugiura, S. Gupta, The case definition of chronic fatigue syndrome. J. Clin. Immunol. 22, 8-12 (2002).
    • (2002) J. Clin. Immunol. , vol.22 , pp. 8-12
    • Tan, E.M.1    Sugiura, K.2    Gupta, S.3
  • 5
    • 79952199741 scopus 로고    scopus 로고
    • Migraine headaches in chronic fatigue syndrome (CFS): Comparison of two prospective cross-sectional studies
    • M. K. Ravindran, Y. Zheng, C. Timbol, S. J. Merck, J. N. Baraniuk, Migraine headaches in chronic fatigue syndrome (CFS): Comparison of two prospective cross-sectional studies. BMC Neurol. 11, 30 (2011).
    • (2011) BMC Neurol. , vol.11 , pp. 30
    • Ravindran, M.K.1    Zheng, Y.2    Timbol, C.3    Merck, S.J.4    Baraniuk, J.N.5
  • 6
    • 84869503380 scopus 로고    scopus 로고
    • Chronic fatigue syndrome and subsequent risk of cancer among elderly US adults
    • C. M. Chang, J. L. Warren, E. A. Engels, Chronic fatigue syndrome and subsequent risk of cancer among elderly US adults. Cancer 118, 5929-5936 (2012).
    • (2012) Cancer , vol.118 , pp. 5929-5936
    • Chang, C.M.1    Warren, J.L.2    Engels, E.A.3
  • 8
    • 33646849604 scopus 로고    scopus 로고
    • Chronic fatigue syndrome: An update focusing on phenomenology and pathophysiology
    • H. J. Cho, A. Skowera, A. Cleare, S. Wessely, Chronic fatigue syndrome: An update focusing on phenomenology and pathophysiology. Curr. Opin. Psychiatry 19, 67-73 (2006).
    • (2006) Curr. Opin. Psychiatry , vol.19 , pp. 67-73
    • Cho, H.J.1    Skowera, A.2    Cleare, A.3    Wessely, S.4
  • 9
    • 0041885476 scopus 로고    scopus 로고
    • A systematic review and critical evaluation of the immunology of chronic fatigue syndrome
    • M. Lyall, M. Peakman, S. Wessely, A systematic review and critical evaluation of the immunology of chronic fatigue syndrome. J. Psychosom. Res. 55, 79-90 (2003).
    • (2003) J. Psychosom. Res. , vol.55 , pp. 79-90
    • Lyall, M.1    Peakman, M.2    Wessely, S.3
  • 10
    • 84904399161 scopus 로고    scopus 로고
    • Altered immune response to exercise in patients with chronic fatigue syndrome/myalgic encephalomyelitis: A systematic literature review
    • J. Nijs, A. Nees, L. Paul, M. De Kooning, K. Ickmans, M. Meeus, J. Van Oosterwijck, Altered immune response to exercise in patients with chronic fatigue syndrome/myalgic encephalomyelitis: A systematic literature review. Exerc. Immunol. Rev. 20, 94-116 (2014).
    • (2014) Exerc. Immunol. Rev. , vol.20 , pp. 94-116
    • Nijs, J.1    Nees, A.2    Paul, L.3    De Kooning, M.4    Ickmans, K.5    Meeus, M.6    Van Oosterwijck, J.7
  • 12
    • 85042076993 scopus 로고    scopus 로고
    • Family puts $10 million into chronic fatigue research
    • 19 September
    • J. Kaiser, Family puts $10 million into chronic fatigue research. ScienceInsider, 19 September 2011. 13. E. G. Lattie, M. H. Antoni, M. A. Fletcher, S. Czaja, D. Perdomo, A. Sala, S. Nair, S. H. Fu, F. J. Penedo, N. Klimas, Beyond myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) symptom severity: Stress management skills are related to lower illness burden. Fatigue 1 (2013).
    • (2011) ScienceInsider
    • Kaiser, J.1
  • 13
    • 84898897839 scopus 로고    scopus 로고
    • An optimized protocol for human M2 macrophages using M-CSF and IL-4/IL-10/TGF-b yields a dominant immunosuppressive phenotype
    • S. Mia, A. Warnecke, X. M. Zhang, V. Malmstrom, R. A. Harris, An optimized protocol for human M2 macrophages using M-CSF and IL-4/IL-10/TGF-b yields a dominant immunosuppressive phenotype. Scand. J. Immunol. 79, 305-314 (2014).
    • (2014) Scand. J. Immunol. , vol.79 , pp. 305-314
    • Mia, S.1    Warnecke, A.2    Zhang, X.M.3    Malmstrom, V.4    Harris, R.A.5
  • 15
    • 77953467694 scopus 로고    scopus 로고
    • Cytokines involved in interferon-g production by human macrophages
    • C. M. Robinson, D. O'Dee, T. Hamilton, G. J. Nau, Cytokines involved in interferon-g production by human macrophages. J. Innate Immun. 2, 56-65 (2010).
    • (2010) J. Innate Immun. , vol.2 , pp. 56-65
    • Robinson, C.M.1    O'Dee, D.2    Hamilton, T.3    Nau, G.J.4
  • 16
    • 0032101935 scopus 로고    scopus 로고
    • Interferon g gene expression in rat central nervous system glial cells
    • R. De Simone, G. Levi, F. Aloisi, Interferon g gene expression in rat central nervous system glial cells. Cytokine 10, 418-422 (1998).
    • (1998) Cytokine , vol.10 , pp. 418-422
    • De Simone, R.1    Levi, G.2    Aloisi, F.3
  • 18
    • 77956194466 scopus 로고    scopus 로고
    • Interferon-g produced by microglia and the neuropeptide PACAP have opposite effects on the viability of neural progenitor cells
    • J. Makela, R. Koivuniemi, L. Korhonen, D. Lindholm, Interferon-g produced by microglia and the neuropeptide PACAP have opposite effects on the viability of neural progenitor cells. PLOS One 5, e11091 (2010).
    • (2010) PLOS One , vol.5 , pp. e11091
    • Makela, J.1    Koivuniemi, R.2    Korhonen, L.3    Lindholm, D.4
  • 19
    • 0036905461 scopus 로고    scopus 로고
    • Anticytokine therapy-New approach to the treatment of autoimmune and cytokine-disturbance diseases
    • S. V. Skurkovich, B. Skurkovich, J. A. Kelly, Anticytokine therapy-New approach to the treatment of autoimmune and cytokine-disturbance diseases. Med. Hypotheses 59, 770-780 (2002).
    • (2002) Med. Hypotheses , vol.59 , pp. 770-780
    • Skurkovich, S.V.1    Skurkovich, B.2    Kelly, J.A.3
  • 20
    • 35549003579 scopus 로고    scopus 로고
    • Regulation of interferon-g during innate and adaptive immune responses
    • J. R. Schoenborn, C. B. Wilson, Regulation of interferon-g during innate and adaptive immune responses. Adv. Immunol. 96, 41-101 (2007).
    • (2007) Adv. Immunol. , vol.96 , pp. 41-101
    • Schoenborn, J.R.1    Wilson, C.B.2
  • 22
    • 3042749817 scopus 로고    scopus 로고
    • Glucocorticoids and the Th1/Th2 balance
    • I. J. Elenkov, Glucocorticoids and the Th1/Th2 balance. Ann. N. Y. Acad. Sci. 1024, 138-146 (2004).
    • (2004) Ann. N. Y. Acad. Sci. , vol.1024 , pp. 138-146
    • Elenkov, I.J.1
  • 27
    • 84907033125 scopus 로고    scopus 로고
    • Evaluation of prolonged fatigue post-West Nile virus infection and association of fatigue with elevated antiviral and proinflammatory cytokines
    • M. N. Garcia, A. M. Hause, C. M. Walker, J. S. Orange, R. Hasbun, K. O. Murray, Evaluation of prolonged fatigue post-West Nile virus infection and association of fatigue with elevated antiviral and proinflammatory cytokines. Viral Immunol. 27, 327-333 (2014).
    • (2014) Viral Immunol. , vol.27 , pp. 327-333
    • Garcia, M.N.1    Hause, A.M.2    Walker, C.M.3    Orange, J.S.4    Hasbun, R.5    Murray, K.O.6
  • 28
    • 84859431988 scopus 로고    scopus 로고
    • Genetic associations of fatigue and other symptom domains of the acute sickness response to infection
    • B. Piraino, U. Vollmer-Conna, A. R. Lloyd, Genetic associations of fatigue and other symptom domains of the acute sickness response to infection. Brain Behav. Immun. 26, 552-558 (2012).
    • (2012) Brain Behav. Immun. , vol.26 , pp. 552-558
    • Piraino, B.1    Vollmer-Conna, U.2    Lloyd, A.R.3
  • 29
    • 84876079221 scopus 로고    scopus 로고
    • Cytokine targets in the brain: Impact on neurotransmitters and neurocircuits
    • A. H. Miller, E. Haroon, C. L. Raison, J. C. Felger, Cytokine targets in the brain: Impact on neurotransmitters and neurocircuits. Depress. Anxiety 30, 297-306 (2013).
    • (2013) Depress. Anxiety , vol.30 , pp. 297-306
    • Miller, A.H.1    Haroon, E.2    Raison, C.L.3    Felger, J.C.4
  • 30
    • 84889095470 scopus 로고    scopus 로고
    • Network beyond IDO in psychiatric disorders: Revisiting neurodegeneration hypothesis
    • A. M. Myint, Y. K. Kim, Network beyond IDO in psychiatric disorders: Revisiting neurodegeneration hypothesis. Prog. Neuropsychopharmacol. Biol. Psychiatry 48, 304-313 (2014).
    • (2014) Prog. Neuropsychopharmacol. Biol. Psychiatry , vol.48 , pp. 304-313
    • Myint, A.M.1    Kim, Y.K.2
  • 31
  • 32
    • 84867864051 scopus 로고    scopus 로고
    • The kynurenine pathway in neurodegenerative diseases: Mechanistic and therapeutic considerations
    • L. Tan, J. T. Yu, L. Tan, The kynurenine pathway in neurodegenerative diseases: Mechanistic and therapeutic considerations. J. Neurol. Sci. 323, 1-8 (2012).
    • (2012) J. Neurol. Sci. , vol.323 , pp. 1-8
    • Tan, L.1    Yu, J.T.2    Tan, L.3
  • 33
    • 84857625633 scopus 로고    scopus 로고
    • The role of the kynurenine metabolism in major depression
    • A. M. Myint, M. J. Schwarz, N. Muller, The role of the kynurenine metabolism in major depression. J. Neural Transm. 119, 245-251 (2012).
    • (2012) J. Neural Transm. , vol.119 , pp. 245-251
    • Myint, A.M.1    Schwarz, M.J.2    Muller, N.3
  • 34
    • 84891834559 scopus 로고    scopus 로고
    • Biological phenotypes underpin the physio-somatic symptoms of somatization, depression, and chronic fatigue syndrome
    • G. Anderson, M. Berk, M. Maes, Biological phenotypes underpin the physio-somatic symptoms of somatization, depression, and chronic fatigue syndrome. Acta Psychiatr. Scand. 129, 83-97 (2014).
    • (2014) Acta Psychiatr. Scand. , vol.129 , pp. 83-97
    • Anderson, G.1    Berk, M.2    Maes, M.3
  • 35
    • 37849027118 scopus 로고    scopus 로고
    • The immune effects of TRYCATs (tryptophan catabolites along the IDO pathway): Relevance for depression - and other conditions characterized by tryptophan depletion induced by inflammation
    • M. Maes, I. Mihaylova, M. D. Ruyter, M. Kubera, E. Bosmans, The immune effects of TRYCATs (tryptophan catabolites along the IDO pathway): Relevance for depression - and other conditions characterized by tryptophan depletion induced by inflammation. Neuro Endocrinol. Lett. 28, 826-831 (2007).
    • (2007) Neuro Endocrinol. Lett. , vol.28 , pp. 826-831
    • Maes, M.1    Mihaylova, I.2    Ruyter, M.D.3    Kubera, M.4    Bosmans, E.5
  • 41
    • 84885193678 scopus 로고    scopus 로고
    • Longitudinal decline of b-cell function: Comparison of a direct method vs a fasting surrogate measure: The Insulin Resistance Atherosclerosis Study
    • A. Festa, S. M. Haffner, L. E. Wagenknecht, C. Lorenzo, A. J. Hanley, Longitudinal decline of b-cell function: Comparison of a direct method vs a fasting surrogate measure: The Insulin Resistance Atherosclerosis Study. J. Clin. Endocrinol. Metab. 98, 4152-4159 (2013).
    • (2013) J. Clin. Endocrinol. Metab. , vol.98 , pp. 4152-4159
    • Festa, A.1    Haffner, S.M.2    Wagenknecht, L.E.3    Lorenzo, C.4    Hanley, A.J.5
  • 44
    • 34548191951 scopus 로고    scopus 로고
    • Upregulation of PD-1 expression on circulating and intrahepatic hepatitis C virus-specific CD8+ T cells associated with reversible immune dysfunction
    • L. Golden-Mason, B. Palmer, J. Klarquist, J. A. Mengshol, N. Castelblanco, H. R. Rosen, Upregulation of PD-1 expression on circulating and intrahepatic hepatitis C virus-specific CD8+ T cells associated with reversible immune dysfunction. J. Virol. 81, 9249-9258 (2007).
    • (2007) J. Virol. , vol.81 , pp. 9249-9258
    • Golden-Mason, L.1    Palmer, B.2    Klarquist, J.3    Mengshol, J.A.4    Castelblanco, N.5    Rosen, H.R.6
  • 45
    • 0025973028 scopus 로고
    • A comprehensive immunological analysis in chronic fatigue syndrome
    • S. Gupta, B. Vayuvegula, A comprehensive immunological analysis in chronic fatigue syndrome. Scand. J. Immunol. 33, 319-327 (1991).
    • (1991) Scand. J. Immunol. , vol.33 , pp. 319-327
    • Gupta, S.1    Vayuvegula, B.2
  • 46
    • 0027994742 scopus 로고
    • Immunological abnormalities in patients with chronic fatigue syndrome
    • U. Tirelli, G. Marotta, S. Improta, A. Pinto, Immunological abnormalities in patients with chronic fatigue syndrome. Scand. J. Immunol. 40, 601-608 (1994).
    • (1994) Scand. J. Immunol. , vol.40 , pp. 601-608
    • Tirelli, U.1    Marotta, G.2    Improta, S.3    Pinto, A.4
  • 47
    • 77953474605 scopus 로고    scopus 로고
    • Severity of symptom flare after moderate exercise is linked to cytokine activity in chronic fatigue syndrome
    • A. T. White, A. R. Light, R. W. Hughen, L. Bateman, T. B. Martins, H. R. Hill, K. C. Light, Severity of symptom flare after moderate exercise is linked to cytokine activity in chronic fatigue syndrome. Psychophysiology 47, 615-624 (2010).
    • (2010) Psychophysiology , vol.47 , pp. 615-624
    • White, A.T.1    Light, A.R.2    Hughen, R.W.3    Bateman, L.4    Martins, T.B.5    Hill, H.R.6    Light, K.C.7
  • 48
    • 80054875478 scopus 로고    scopus 로고
    • Signaling by the tumor necrosis factor receptor superfamily in B-cell biology and disease
    • R. C. Rickert, J. Jellusova, A. V. Miletic, Signaling by the tumor necrosis factor receptor superfamily in B-cell biology and disease. Immunol. Rev. 244, 115-133 (2011).
    • (2011) Immunol. Rev. , vol.244 , pp. 115-133
    • Rickert, R.C.1    Jellusova, J.2    Miletic, A.V.3
  • 52
    • 84887962217 scopus 로고    scopus 로고
    • Myalgic encephalomyelitis/chronic fatigue syndrome and encephalomyelitis disseminata/multiple sclerosis show remarkable levels of similarity in phenomenology and neuroimmune characteristics
    • G. Morris, M. Maes, Myalgic encephalomyelitis/chronic fatigue syndrome and encephalomyelitis disseminata/multiple sclerosis show remarkable levels of similarity in phenomenology and neuroimmune characteristics. BMC Med. 11, 205 (2013).
    • (2013) BMC Med. , vol.11 , pp. 205
    • Morris, G.1    Maes, M.2
  • 53
    • 80054793227 scopus 로고    scopus 로고
    • Benefit from B-lymphocyte depletion using the anti-CD20 antibody rituximab in chronic fatigue syndrome. A double-blind and placebo-controlled study
    • O. Fluge, O. Bruland, K. Risa, A. Storstein, E. K. Kristoffersen, D. Sapkota, H. Naess, O. Dahl, H. Nyland, O. Mella, Benefit from B-lymphocyte depletion using the anti-CD20 antibody rituximab in chronic fatigue syndrome. A double-blind and placebo-controlled study. PLOS One 6, e26358 (2011).
    • (2011) PLOS One , vol.6 , pp. e26358
    • Fluge, O.1    Bruland, O.2    Risa, K.3    Storstein, A.4    Kristoffersen, E.K.5    Sapkota, D.6    Naess, H.7    Dahl, O.8    Nyland, H.9    Mella, O.10
  • 55
    • 84934293088 scopus 로고    scopus 로고
    • Chronic fatigue syndrome: The current status and future potentials of emerging biomarkers
    • D. B. Fischer, A. H. William, A. C. Strauss, E. R. Unger, L. Jason, G. D. Marshall Jr., J. D. Dimitrakoff, Chronic fatigue syndrome: The current status and future potentials of emerging biomarkers. Fatigue 2, 93-109 (2014).
    • (2014) Fatigue , vol.2 , pp. 93-109
    • Fischer, D.B.1    William, A.H.2    Strauss, A.C.3    Unger, E.R.4    Jason, L.5
  • 56
    • 84904622240 scopus 로고    scopus 로고
    • Survival analysis, long-term outcomes, and percentage of recovery up to 8 years post-infection among the Houston West Nile virus cohort
    • K. O. Murray, M. N. Garcia, M. H. Rahbar, D. Martinez, S. A. Khuwaja, R. R. Arafat, S. Rossmann, Survival analysis, long-term outcomes, and percentage of recovery up to 8 years post-infection among the Houston West Nile virus cohort. PLOS One 9, e102953 (2014).
    • (2014) PLOS One , vol.9 , pp. e102953
    • Murray, K.O.1    Garcia, M.N.2    Rahbar, M.H.3    Martinez, D.4    Khuwaja, S.A.5    Arafat, R.R.6    Rossmann, S.7
  • 58
    • 79952705605 scopus 로고    scopus 로고
    • Revisiting immune exhaustion during HIV infection
    • A. Khaitan, D. Unutmaz, Revisiting immune exhaustion during HIV infection. Curr. HIV/AIDS Rep. 8, 4-11 (2011).
    • (2011) Curr. HIV/AIDS Rep. , vol.8 , pp. 4-11
    • Khaitan, A.1    Unutmaz, D.2
  • 59
    • 34247612265 scopus 로고    scopus 로고
    • Flying under the radar: The immunobiology of hepatitis C
    • L. B. Dustin, C. M. Rice, Flying under the radar: The immunobiology of hepatitis C. Annu. Rev. Immunol. 25, 71-99 (2007).
    • (2007) Annu. Rev. Immunol. , vol.25 , pp. 71-99
    • Dustin, L.B.1    Rice, C.M.2
  • 61
    • 0029006141 scopus 로고
    • The Multidimensional Fatigue Inventory (MFI) psychometric qualities of an instrument to assess fatigue
    • E. M. Smets, B. Garssen, B. Bonke, J. C. De Haes, The Multidimensional Fatigue Inventory (MFI) psychometric qualities of an instrument to assess fatigue. J. Psychosom. Res. 39, 315-325 (1995).
    • (1995) J. Psychosom. Res. , vol.39 , pp. 315-325
    • Smets, E.M.1    Garssen, B.2    Bonke, B.3    De Haes, J.C.4
  • 62
    • 0027973857 scopus 로고
    • The chronic fatigue syndrome: A comprehensive approach to its definition and study. International Chronic Fatigue Syndrome Study Group
    • K. Fukuda, S. E. Straus, I. Hickie, M. C. Sharpe, J. G. Dobbins, A. Komaroff, The chronic fatigue syndrome: A comprehensive approach to its definition and study. International Chronic Fatigue Syndrome Study Group. Ann. Intern. Med. 121, 953-959 (1994).
    • (1994) Ann. Intern. Med. , vol.121 , pp. 953-959
    • Fukuda, K.1    Straus, S.E.2    Hickie, I.3    Sharpe, M.C.4    Dobbins, J.G.5    Komaroff, A.6
  • 63
    • 84872353613 scopus 로고    scopus 로고
    • Circadian rhythmicity of inflammatory serum parameters: A neglected issue in the search of biomarkers in multiple sclerosis
    • P. Wipfler, A. Heikkinen, A. Harrer, G. Pilz, A. Kunz, S. M. Golaszewski, R. Reuss, P. Oschmann, J. Kraus, Circadian rhythmicity of inflammatory serum parameters: A neglected issue in the search of biomarkers in multiple sclerosis. J. Neurol. 260, 221-227 (2013).
    • (2013) J. Neurol. , vol.260 , pp. 221-227
    • Wipfler, P.1    Heikkinen, A.2    Harrer, A.3    Pilz, G.4    Kunz, A.5    Golaszewski, S.M.6    Reuss, R.7    Oschmann, P.8    Kraus, J.9
  • 64
    • 0030936387 scopus 로고    scopus 로고
    • Circadian relationships between interleukin (IL)-6 and hypothalamicpituitary- adrenal axis hormones: Failure of IL-6 to cause sustained hypercortisolism in patients with early untreated rheumatoid arthritis
    • L. J. Crofford, K. T. Kalogeras, G. Mastorakos, M. A. Magiakou, J. Wells, K. S. Kanik, P. W. Gold, G. P. Chrousos, R. L. Wilder, Circadian relationships between interleukin (IL)-6 and hypothalamicpituitary- adrenal axis hormones: Failure of IL-6 to cause sustained hypercortisolism in patients with early untreated rheumatoid arthritis. J. Clin. Endocrinol. Metab. 82, 1279-1283 (1997).
    • (1997) J. Clin. Endocrinol. Metab. , vol.82 , pp. 1279-1283
    • Crofford, L.J.1    Kalogeras, K.T.2    Mastorakos, G.3    Magiakou, M.A.4    Wells, J.5    Kanik, K.S.6    Gold, P.W.7    Chrousos, G.P.8    Wilder, R.L.9
  • 65
    • 0036146140 scopus 로고    scopus 로고
    • Development of internal controls for the Luminex instrument as part of a multiplex seven-analyte viral respiratory antibody profile
    • T. B. Martins, Development of internal controls for the Luminex instrument as part of a multiplex seven-analyte viral respiratory antibody profile. Clin. Diagn. Lab. Immunol. 9, 41-45 (2002).
    • (2002) Clin. Diagn. Lab. Immunol. , vol.9 , pp. 41-45
    • Martins, T.B.1
  • 66
    • 0034699375 scopus 로고    scopus 로고
    • Multiplexed particle-based flow cytometric assays
    • D. A. Vignali, Multiplexed particle-based flow cytometric assays. J. Immunol. Methods 243, 243-255 (2000).
    • (2000) J. Immunol. Methods , vol.243 , pp. 243-255
    • Vignali, D.A.1
  • 68
  • 70
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • Y. Benjamini, Y. Hochberg, Controlling the false discovery rate: A practical and powerful approach to multiple testing. J. R. Stat. Soc. Ser. B Stat. Methodol. 57, 289-300 (1995).
    • (1995) J. R. Stat. Soc. Ser. B Stat. Methodol , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 72
    • 32444433406 scopus 로고    scopus 로고
    • Using principal components for estimating logistic regression with high-dimensional multicollinear data
    • A. M. Aguilera, M. Escabias, M. J. Valderrama, Using principal components for estimating logistic regression with high-dimensional multicollinear data. Comput. Stat. Data Anal. 50, 1905-1924 (2006).
    • (2006) Comput. Stat. Data Anal. , vol.50 , pp. 1905-1924
    • Aguilera, A.M.1    Escabias, M.2    Valderrama, M.J.3


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