Multivariate Modeling of Proteins Related to Trapezius Myalgia, a Comparative Study of Female Cleaners with or without Pain

PLoS ONE

Volumn 8, Issue 9, 2013, Pages

  Hadrevi, Jenny ^a,b   Ghafouri, Bijar ^c   Larsson, Britt ^c   Gerdle, Björn ^c   Hellström, Fredrik ^b  

^a UMEÅ UNIVERSITY   (Sweden)

^b UNIVERSITY OF GÄVLE   (Sweden)

^c LINKÖPING UNIVERSITY   (Sweden)

Author keywords

[No Author keywords available]

Indexed keywords

ACUTE RESPONSE PROTEIN; CONTRACTILE PROTEIN; MUSCLE PROTEIN; UNCLASSIFIED DRUG;

ADULT; AMINO ACID SEQUENCE; ARTICLE; CITRIC ACID CYCLE; CLINICAL ARTICLE; COMPARATIVE STUDY; CONTROLLED STUDY; CYTOSKELETON; FEMALE; GLYCOLYSIS; HUMAN; HUMAN TISSUE; INFLAMMATION; MASS SPECTROMETRY; MULTIVARIATE ANALYSIS; MUSCLE BIOPSY; MUSCLE METABOLISM; MYALGIA; PATHOPHYSIOLOGY; PROTEIN ANALYSIS; PROTEIN CONTENT; PROTEIN FUNCTION; PROTEOMICS; TRAPEZIUS MUSCLE; TWO DIMENSIONAL GEL ELECTROPHORESIS;

ADULT; FEMALE; HUMANS; MODELS, STATISTICAL; MULTIVARIATE ANALYSIS; MYALGIA; PROTEOMICS; SUPERFICIAL BACK MUSCLES; WORK;

EID: 84883331323     PISSN: None     EISSN: 19326203     Source Type: Journal    
DOI: 10.1371/journal.pone.0073285     Document Type: Article

References (63)

1. Larsson B, Sogaard K, Rosendal L, (2007) Work related neck-shoulder pain: a review on magnitude, risk factors, biochemical characteristics, clinical picture and preventive interventions. Best Pract Res Clin Rheumatol 21: 447-463.
2. Visser B, van Dieen JH, (2006) Pathophysiology of upper extremity muscle disorders. J Electromyogr Kinesiol 16: 1-16.
3. Lindman R, Eriksson A, Thornell LE, (1991) Fiber type composition of the human female trapezius muscle: Enzyme-histochemical characteristics. Am J Anat 190: 385-392.
4. Kadi F, Waling K, Ahlgren C, Sundelin G, Holmner S, et al. (1998) Pathological mechanisms implicated in localized female trapezius myalgia. Pain 78: 191-196.
5. Andersen LL, Suetta C, Andersen JL, Kjaer M, Sjogaard G, (2008) Increased proportion of megafibers in chronically painful muscles. Pain 139: 588-593.
6. Kadi F, Hägg G, Håkansson R, Holmner S, Butler-Browne GS, et al. (1998) Structural changes in male trapezius muscle with work-related myalgia. Acta Neuropathologica 95: 362-360.
7. Larsson B, Bjork J, Henriksson KG, Gerdle B, Lindman R, (2000) The prevalences of cytochrome c oxidase negative and superpositive fibres and ragged-red fibres in the trapezius muscle of female cleaners with and without myalgia and of female healthy controls. Pain 84: 379-387.
8. Ungerstedt U, (1991) Microdialysis-principles and applications for studies in animals and man. J Intern Med 230: 365-373.
9. Rosendal L, Larsson B, Kristiansen J, Peolsson M, Sogaard K, et al. (2004) Increase in muscle nociceptive substances and anaerobic metabolism in patients with trapezius myalgia: microdialysis in rest and during exercise. Pain 112: 324-334.
10. Sjogaard G, Rosendal L, Kristiansen J, Blangsted AK, Skotte J, et al. (2009) Muscle oxygenation and glycolysis in females with trapezius myalgia during stress and repetitive work using microdialysis and NIRS. Eur J Appl Physiol 108: 657-669.
11. Flodgren G, Crenshaw AG, Hellström F, Fahlström M, (2010) Combining microdialysis and near-infrared spectroscopy for studying effects of low-load repetitive work on the intramuscular chemistry in trapezius myalgia. J Biomed Biotechnol 2010: 9.
12. Gerdle B, Larsson B (2012) Potential muscle biomarkers of chronic myalgia in humans- a systematic review of microdialysis studies; Khan APTK, editor. INTECH open Access publisher. 103-132 p.
13. Unlu M, Morgan M, Minden J (1997) Difference gel electrophoresis: a single gel method for detecting changes in protein extracts. Electrophoresis 18: 2071-2077.
14. Finehout EJ, Franck Z, Lee KH, (2004) Towards two-dimensional electrophoresis mapping of the cerebrospinal fluid proteome from a single individual. Electrophoresis 25: 2564-2575.
15. Yuan X, Russell T, Wood G, Desiderio DM, (2002) Analysis of the human lumbar cerebrospinal fluid proteome. Electrophoresis 23: 1185-1196.
16. Liu J, Jia H, Yang Y, Dai W, Su X, et al. (2009) Cerebrospinal fluid cytology and clinical analysis of 34 cases with leptomeningeal carcinomatosis. J Int Med Res 37: 1913-1920.
17. Oki G, Wada T, Iba K, Aiki H, Sasaki K, et al. (2012) Metallothionein deficiency in the injured peripheral nerves of complex regional pain syndrome as revealed by proteomics. Pain 153: 532-539.
18. Ferrero S, Gillott DJ, Remorgida V, Anserini P, Ragni N, et al. (2008) Peritoneal fluid proteome in women with different ASRM stages of endometriosis. Gynecol Endocrinol 24: 433-441.
19. Seeber B, Sammel MD, Fan X, Gerton GL, Shaunik A, et al. (2009) Proteomic analysis of serum yields six candidate proteins that are differentially regulated in a subset of women with endometriosis. Fertil Steril 93: 2137-2144.
20. Viganò A, Ripamonti M, De Palma S, Capitanio D, Vasso M, et al. (2008) Proteins modulation in human skeletal muscle in the early phase of adaptation to hypobaric hypoxia. Proteomics 8: 4668-4679.
21. Brocca L, Cannavino J, Coletto L, Biolo G, Sandri M, et al. (2012) The time course of the adaptations of human muscle proteome to bed rest and the underlying mechanisms. J Physiol: 6.
22. Moriggi M, Vasso M, Fania C, Capitanio D, Bonifacio G, et al. (2010) Long term bed rest with and without vibration exercise countermeasures: effects on human muscle protein dysregulation. Proteomics 10: 3756-3774.
23. Holloway KV, O'Gorman M, Woods P, Morton JP, Evans L, et al. (2009) Proteomic investigation of changes in human vastus lateralis muscle in response to interval-exercise training. Proteomics 9: 5155-5174.
24. Capitanio D, Vigano A, Ricci E, Cerretelli P, Wait R, et al. (2005) Comparison of protein expression in human deltoideus and vastus lateralis muscles using two-dimensional gel electrophoresis. Proteomics 5: 2577-2586.
25. Hadrevi J, Hellstrom F, Kieselbach T, Malm C, Pedrosa-Domellof F, (2011) Protein differences between human trapezius and vastus lateralis muscles determined with a proteomic approach. BMC Musculoskelet Disord 12: 181.
26. Unge J, Ohlsson K, Nordander C, Hansson GA, Skerfving S, et al. (2007) Differences in physical workload, psychosocial factors and musculoskeletal disorders between two groups of female hospital cleaners with two diverse organizational models. Int Arch Occup Environ Health 81: 209-220.
27. Wolfe F, Smythe HA, Yunus MB, Bennett RM, Bombardier C, et al. (1990) The American College of Rheumatology 1990 Criteria for the Classification of Fibromyalgia. Report of the Multicenter Criteria Committee. Arthritis Rheum 33: 160-172.
28. Ohlsson K, Attewell RG, Johnsson B, Ahlm A, Skerfving S, (1994) An assessment of neck and upper extremity disorders by questionnaire and clinical examination. Ergonomics 37: 891-897.
29. Malm C, Hadrevi J, Bergström S-A, Pedrosa-Domellöf F, Antti H, et al. (2008) Evaluation of 2-D DIGE for skeletal muscle: Protocol and repeatability. Scand J Clin Lab Invest 68: 793-800.
30. Alban A, David SO, Bjorkesten L, Andersson C, Sloge E, et al. (2003) A novel experimental design for comparative two-dimensional gel analysis: two-dimensional difference gel electrophoresis incorporating a pooled internal standard. Proteomics 3: 36-44.
31. Eriksson L, Trygg J, Wold S, (2008) CV-ANOVA for significance testing of PLS and OPLS® models. J Chemometrics 22: 594-600.
32. Morton JP, Kayani AC, McArdle A, Drust B, (2009) The exercise-induced stress response of skeletal muscle, with specific emphasis on humans. Sports Med 39: 643-662.
33. Skidmore R, Gutierrez JA, Guerriero V Jr, Kregel KC, (1995) HSP70 induction during exercise and heat stress in rats: role of internal temperature. Am J Physiol 268: R92-97.
34. Schlesinger MJ, (1990) Heat shock proteins. J Biol Chem 265: 12111-12114.
35. Iwaki K, Chi SH, Dillmann WH, Mestril R, (1993) Induction of HSP70 in cultured rat neonatal cardiomyocytes by hypoxia and metabolic stress. Circulation 87: 2023-2032.
36. Wallen ES, Buettner GR, Moseley PL, (1997) Oxidants differentially regulate the heat shock response. Int J Hyperthermia 13: 517-524.
37. Hunt JM, Tuder R, (2012) Alpha 1 anti-trypsin: one protein, many functions. Curr Mol Med 12: 827-835.
38. Blanco I, Canto H, de Serres FJ, Fernandez-Bustillo E, Rodriguez MC, (2004) Alpha1-antitrypsin replacement therapy controls fibromyalgia symptoms in 2 patients with PI ZZ alpha1-antitrypsin deficiency. J Rheumatol 31: 2082-2085.
39. Brancaccio P, Lippi G, Maffulli N, (2010) Biochemical markers of muscular damage. Clin Chem Lab Med 48: 757-767.
40. Zimmerman UJ, Wang P, Zhang X, Bogdanovich S, Forster R, (2004) Anti-oxidative response of carbonic anhydrase III in skeletal muscle. IUBMB Life 56: 343-347.
41. Howlett RA, Parolin ML, Dyck DJ, Hultman E, Jones NL, et al. (1998) Regulation of skeletal muscle glycogen phosphorylase and PDH at varying exercise power outputs. Am J Physiol 275: R418-425.
42. van Loon LJ, Greenhaff PL, Constantin-Teodosiu D, Saris WH, Wagenmakers AJ, (2001) The effects of increasing exercise intensity on muscle fuel utilisation in humans. J Physiol 536: 295-304.
43. Romijn JA, Coyle EF, Sidossis LS, Gastaldelli A, Horowitz JF, et al. (1993) Regulation of endogenous fat and carbohydrate metabolism in relation to exercise intensity and duration. Am J Physiol 265: E380-391.
44. Costa Leite T, Da Silva D, Guimaraes Coelho R, Zancan P, Sola-Penna M, (2007) Lactate favours the dissociation of skeletal muscle 6-phosphofructo-1-kinase tetramers down-regulating the enzyme and muscle glycolysis. Biochem J 408: 123-130.
45. Larsson B, Bjork J, Borsbo B, Gerdle B (2012) A systematic review of risk factors associated with transitioning from regional musculoskeletal pain to chronic widespread pain. Eur J Pain: 1532-2149.
46. Erlandsen H, Abola EE, Stevens RC, (2000) Combining structural genomics and enzymology: completing the picture in metabolic pathways and enzyme active sites. Curr Opin Struct Biol 10: 719-730.
47. Maughan DW, Henkin JA, Vigoreaux JO, (2005) Concentrations of glycolytic enzymes and other cytosolic proteins in the diffusible fraction of a vertebrate muscle proteome. Mol Cell Proteomics 4: 1541-1549.
48. Philp A, Macdonald AL, Watt PW, (2005) Lactate-a signal coordinating cell and systemic function. J Exp Biol 208: 4561-4575.
49. Brooks GA, (2009) Cell-cell and intracellular lactate shuttles. J Physiol 587: 5591-5600.
50. Gladden LB, (2004) Lactate metabolism: a new paradigm for the third millennium. J Physiol 558: 5-30.
51. Robergs RA, Ghiasvand F, Parker D, (2004) Biochemistry of exercise-induced metabolic acidosis. Am J Physiol Regul Integr Comp Physiol 287: R502-516.
52. Draoui N, Feron O, (2012) Lactate shuttles at a glance: from physiological paradigms to anti-cancer treatments. Dis Model Mech 4: 727-732.
53. Hägg GM, (2000) Human muscle fibre abnormalities related to occupational load. Eur J Appl Physiol 83: 159-165.
54. Larsson B, Bjork J, Elert J, Lindman R, Gerdle B, (2001) Fibre type proportion and fibre size in trapezius muscle biopsies from cleaners with and without myalgia and its correlation with ragged red fibres, cytochrome-c-oxidase-negative fibres, biomechanical output, perception of fatigue, and surface electromyography during repetitive forward flexions. Eur J Appl Physiol 84: 492-502.
55. Larsson B, Andersen JL, Kadi F, Bjork J, Gerdle B, (2002) Myosin heavy chain isoforms influence surface EMG parameters: a study of the trapezius muscle in cleaners with and without myalgia and in healthy teachers. Eur J Appl Physiol 87: 481-488.
56. Larsson B, Bjork J, Henriksson KG, Gerdle B, Lindman R, (2000) The prevalences of cytochrome c oxidase negative and superpositive fibres and ragged-red fibres in the trapezius muscle of female cleaners with and without myalgia and of female healthy controls. Pain 84: 379-387.
57. Pette D, Staron R, (2000) Myosin isoforms, muscle fiber types, and transitions. Microsc Res Tech 50: 500-509.
58. Sweeney H, Bowman B, Stull J, (1993) Myosin light chain phosphorylation in vertebrate striated muscle: regulation and function. Am J Physiol 264: 1085-1095.
59. Wallimann T, Wyss M, Brdiczka D, Nicolay K, Eppenberger HM, (1992) Intracellular compartmentation, structure and function of creatine kinase isoenzymes in tissues with high and fluctuating energy demands: the 'phosphocreatine circuit' for cellular energy homeostasis. Biochem J 28: 21-40.
60. Meyer GA, Lieber RL, (2012) Skeletal muscle fibrosis develops in response to desmin deletion. Am J Physiol Cell Physiol 302: 1609-1620.
61. Mackey AL, Andersen LL, Frandsen U, Suetta C, Sjogaard G, (2010) Distribution of myogenic progenitor cells and myonuclei is altered in women with vs. those without chronically painful trapezius muscle. J Appl Physiol 109: 1920-1929.
62. Olausson P, Gerdle B, Ghafouri N, Larsson B, Ghafouri B, (2012) Identification of proteins from interstitium of trapezius muscle in women with chronic myalgia using microdialysis in combination with proteomics. PLoS One 7: e52560.
63. Ahmed F, (2009) Sample preparation and fractionation for proteome analysis and cancer biomarker discovery by mass spectrometry. J Sep Sci 32: 771-798.