메뉴 건너뛰기




Volumn 9, Issue 5, 2013, Pages

Hybrid Equation/Agent-Based Model of Ischemia-Induced Hyperemia and Pressure Ulcer Formation Predicts Greater Propensity to Ulcerate in Subjects with Spinal Cord Injury

Author keywords

[No Author keywords available]

Indexed keywords

AUTONOMOUS AGENTS; BLOOD; COMPUTATIONAL METHODS; DISEASES; HEMODYNAMICS; PATIENT REHABILITATION; PHYSIOLOGICAL MODELS;

EID: 84878487132     PISSN: 1553734X     EISSN: 15537358     Source Type: Journal    
DOI: 10.1371/journal.pcbi.1003070     Document Type: Article
Times cited : (29)

References (61)
  • 2
    • 7444243801 scopus 로고    scopus 로고
    • A demographic profile of new traumatic spinal cord injuries: change and stability over 30 years
    • Jackson AB, Dijkers M, Devivo MJ, Poczatek RB, (2004) A demographic profile of new traumatic spinal cord injuries: change and stability over 30 years. Arch Phys Med Rehabil 85: 1740-1748.
    • (2004) Arch Phys Med Rehabil , vol.85 , pp. 1740-1748
    • Jackson, A.B.1    Dijkers, M.2    Devivo, M.J.3    Poczatek, R.B.4
  • 3
    • 0031434268 scopus 로고    scopus 로고
    • Causes and costs of spinal cord injury in the United States
    • Devivo MJ, (1997) Causes and costs of spinal cord injury in the United States. Spinal Cord 35: 809-813.
    • (1997) Spinal Cord , vol.35 , pp. 809-813
    • Devivo, M.J.1
  • 4
    • 20444371047 scopus 로고    scopus 로고
    • Pressure ulcer prevalence in people with spinal cord injury: age-period-duration effects
    • Chen Y, Devivo MJ, Jackson AB, (2005) Pressure ulcer prevalence in people with spinal cord injury: age-period-duration effects. Arch Phys Med Rehabil 86: 1208-1213.
    • (2005) Arch Phys Med Rehabil , vol.86 , pp. 1208-1213
    • Chen, Y.1    Devivo, M.J.2    Jackson, A.B.3
  • 5
    • 84878508029 scopus 로고    scopus 로고
    • Susceptibility of spinal cord-injured individuals to pressure ulcers
    • In: Bader DL, Bouten CV, Colin D, Oomens CW, editors, Berlin: Springer-Verlag
    • Bogie K, Bader DL (2005) Susceptibility of spinal cord-injured individuals to pressure ulcers. In: Bader DL, Bouten CV, Colin D, Oomens CW, editors. Pressure ulcer research. Berlin: Springer-Verlag. pp. 73-88.
    • (2005) Pressure ulcer research , pp. 73-88
    • Bogie, K.1    Bader, D.L.2
  • 6
    • 73349143513 scopus 로고    scopus 로고
    • European Pressure Ulcer Advisory Panel and National Pressure Ulcer Advisory Panel, Washington DC: National Pressure Ulcer Advisory Panel
    • European Pressure Ulcer Advisory Panel and National Pressure Ulcer Advisory Panel (2009) Prevention and treatment of pressure ulcers: quick reference guide. Washington DC: National Pressure Ulcer Advisory Panel.
    • (2009) Prevention and treatment of pressure ulcers: Quick reference guide
  • 8
    • 84961046146 scopus 로고
    • Etiology and pathology of ischemic ulcers
    • Kosiak M, (1959) Etiology and pathology of ischemic ulcers. Arch Phys Med Rehabil 40: 62-69.
    • (1959) Arch Phys Med Rehabil , vol.40 , pp. 62-69
    • Kosiak, M.1
  • 9
    • 0034589409 scopus 로고    scopus 로고
    • Spinal cord injury-induced inflammation: a dual-edged sword
    • Bethea JR, (2000) Spinal cord injury-induced inflammation: a dual-edged sword. Prog Brain Res 128: 33-42.
    • (2000) Prog Brain Res , vol.128 , pp. 33-42
    • Bethea, J.R.1
  • 10
    • 0036264280 scopus 로고    scopus 로고
    • Targeting the host inflammatory response in traumatic spinal cord injury
    • Bethea JR, Dietrich WD, (2002) Targeting the host inflammatory response in traumatic spinal cord injury. Curr Opin Neurol 15: 355-360.
    • (2002) Curr Opin Neurol , vol.15 , pp. 355-360
    • Bethea, J.R.1    Dietrich, W.D.2
  • 11
    • 0037216605 scopus 로고    scopus 로고
    • Manipulating neuroinflammatory reactions in the injured spinal cord: back to basics
    • Popovich PG, Jones TB, (2003) Manipulating neuroinflammatory reactions in the injured spinal cord: back to basics. Trends Pharmacol Sci 24: 13-17.
    • (2003) Trends Pharmacol Sci , vol.24 , pp. 13-17
    • Popovich, P.G.1    Jones, T.B.2
  • 12
    • 0027396859 scopus 로고
    • Spinal cord injury: are interleukins a molecular link between neuronal damage and ensuing pathobiology?
    • Segal JL, (1993) Spinal cord injury: are interleukins a molecular link between neuronal damage and ensuing pathobiology? Perspect Biol Med 36: 222-240.
    • (1993) Perspect Biol Med , vol.36 , pp. 222-240
    • Segal, J.L.1
  • 13
    • 0036635809 scopus 로고    scopus 로고
    • Inflammation. 2: Its role in the healing of chronic wounds
    • Hart J, (2002) Inflammation. 2: Its role in the healing of chronic wounds. J Wound Care 11: 245-249.
    • (2002) J Wound Care , vol.11 , pp. 245-249
    • Hart, J.1
  • 14
    • 0036598961 scopus 로고    scopus 로고
    • Inflammation. 1: Its role in the healing of acute wounds
    • Hart J, (2002) Inflammation. 1: Its role in the healing of acute wounds. J Wound Care 11: 205-209.
    • (2002) J Wound Care , vol.11 , pp. 205-209
    • Hart, J.1
  • 15
    • 0037079025 scopus 로고    scopus 로고
    • The community of the self
    • Buchman TG, (2002) The community of the self. Nature 420: 246-251.
    • (2002) Nature , vol.420 , pp. 246-251
    • Buchman, T.G.1
  • 16
    • 0035489972 scopus 로고    scopus 로고
    • Complex systems analysis: a tool for shock research
    • Buchman TG, Cobb JP, Lapedes AS, Kepler TB, (2001) Complex systems analysis: a tool for shock research. Shock 16: 248-251.
    • (2001) Shock , vol.16 , pp. 248-251
    • Buchman, T.G.1    Cobb, J.P.2    Lapedes, A.S.3    Kepler, T.B.4
  • 17
    • 0036363170 scopus 로고    scopus 로고
    • Sepsis research in the next millennium: concentrate on the software rather than the hardware
    • Tjardes T, Neugebauer E, (2002) Sepsis research in the next millennium: concentrate on the software rather than the hardware. Shock 17: 1-8.
    • (2002) Shock , vol.17 , pp. 1-8
    • Tjardes, T.1    Neugebauer, E.2
  • 18
    • 4744342992 scopus 로고    scopus 로고
    • Mathematical models of the acute inflammatory response
    • Vodovotz Y, Clermont G, Chow C, An G, (2004) Mathematical models of the acute inflammatory response. Curr Opin Crit Care 10: 383-390.
    • (2004) Curr Opin Crit Care , vol.10 , pp. 383-390
    • Vodovotz, Y.1    Clermont, G.2    Chow, C.3    An, G.4
  • 19
    • 4744344132 scopus 로고    scopus 로고
    • In silico experiments of existing and hypothetical cytokine-directed clinical trials using agent-based modeling
    • An G, (2004) In silico experiments of existing and hypothetical cytokine-directed clinical trials using agent-based modeling. Crit Care Med 32: 2050-2060.
    • (2004) Crit Care Med , vol.32 , pp. 2050-2060
    • An, G.1
  • 20
    • 50949091234 scopus 로고    scopus 로고
    • A patient-specific in silico model of inflammation and healing tested in acute vocal fold injury
    • Li NY, Verdolini K, Clermont G, Mi Q, Rubinstein EN, et al. (2008) A patient-specific in silico model of inflammation and healing tested in acute vocal fold injury. PLoS One 3: e2789.
    • (2008) PLoS One , vol.3
    • Li, N.Y.1    Verdolini, K.2    Clermont, G.3    Mi, Q.4    Rubinstein, E.N.5
  • 21
    • 34848830242 scopus 로고    scopus 로고
    • Agent-based model of inflammation and wound healing: insights into diabetic foot ulcer pathology and the role of transforming growth factor-beta1
    • Mi Q, Riviere B, Clermont G, Steed DL, Vodovotz Y, (2007) Agent-based model of inflammation and wound healing: insights into diabetic foot ulcer pathology and the role of transforming growth factor-beta1. Wound Repair Regen 15: 671-682.
    • (2007) Wound Repair Regen , vol.15 , pp. 671-682
    • Mi, Q.1    Riviere, B.2    Clermont, G.3    Steed, D.L.4    Vodovotz, Y.5
  • 22
    • 57749172576 scopus 로고    scopus 로고
    • Mechanistic simulations of inflammation: current state and future prospects
    • Vodovotz Y, Constantine G, Rubin J, Csete M, Voit EO, et al. (2009) Mechanistic simulations of inflammation: current state and future prospects. Math Biosci 217: 1-10.
    • (2009) Math Biosci , vol.217 , pp. 1-10
    • Vodovotz, Y.1    Constantine, G.2    Rubin, J.3    Csete, M.4    Voit, E.O.5
  • 24
  • 26
    • 41849114552 scopus 로고    scopus 로고
    • Translational systems biology: introduction of an engineering approach to the pathophysiology of the burn patient
    • An G, Faeder J, Vodovotz Y, (2008) Translational systems biology: introduction of an engineering approach to the pathophysiology of the burn patient. J Burn Care Res 29: 277-285.
    • (2008) J Burn Care Res , vol.29 , pp. 277-285
    • An, G.1    Faeder, J.2    Vodovotz, Y.3
  • 27
    • 33750974791 scopus 로고    scopus 로고
    • Development of a three-dimensional multiscale agent-based tumor model: simulating gene-protein interaction profiles, cell phenotypes and multicellular patterns in brain cancer
    • Zhang L, Athale CA, Deisboeck TS, (2007) Development of a three-dimensional multiscale agent-based tumor model: simulating gene-protein interaction profiles, cell phenotypes and multicellular patterns in brain cancer. J Theor Biol 244: 96-107.
    • (2007) J Theor Biol , vol.244 , pp. 96-107
    • Zhang, L.1    Athale, C.A.2    Deisboeck, T.S.3
  • 28
    • 54249142981 scopus 로고    scopus 로고
    • A hybrid agent-based approach for modeling microbiological systems
    • Guo Z, Sloot PM, Tay JC, (2008) A hybrid agent-based approach for modeling microbiological systems. J Theor Biol 255: 163-175.
    • (2008) J Theor Biol , vol.255 , pp. 163-175
    • Guo, Z.1    Sloot, P.M.2    Tay, J.C.3
  • 29
    • 79954611569 scopus 로고    scopus 로고
    • A hybrid multi-compartment model of granuloma formation and T cell priming in tuberculosis
    • Marino S, El-Kebir M, Kirschner D, (2011) A hybrid multi-compartment model of granuloma formation and T cell priming in tuberculosis. J Theor Biol 280: 50-62.
    • (2011) J Theor Biol , vol.280 , pp. 50-62
    • Marino, S.1    El-Kebir, M.2    Kirschner, D.3
  • 30
    • 84878483176 scopus 로고    scopus 로고
    • American Spinal Injury Association
    • American Spinal Injury Association.
  • 33
    • 13244277938 scopus 로고    scopus 로고
    • A model fro post-occlusive reactive hyperemia as measured with laser-Doppler perfusion monitoring
    • de Mul FFM, Morales F, Smit AJ, Graaff R, (2005) A model fro post-occlusive reactive hyperemia as measured with laser-Doppler perfusion monitoring. IEEE T Bio-med Eng 52: 184-190.
    • (2005) IEEE T Bio-Med Eng , vol.52 , pp. 184-190
    • de Mul, F.F.M.1    Morales, F.2    Smit, A.J.3    Graaff, R.4
  • 35
    • 84868357677 scopus 로고    scopus 로고
    • Toward Computational Identification of Multiscale "Tipping Points" in Acute Inflammation and Multiple Organ Failure
    • doi: 10.1007/s10439-012-0565-9
    • An G, Nieman G, Vodovotz Y, (2012) Toward Computational Identification of Multiscale "Tipping Points" in Acute Inflammation and Multiple Organ Failure. Ann Biomed Eng 40: 2414-2424 doi:10.1007/s10439-012-0565-9.
    • (2012) Ann Biomed Eng , vol.40 , pp. 2414-2424
    • An, G.1    Nieman, G.2    Vodovotz, Y.3
  • 36
    • 57149107582 scopus 로고    scopus 로고
    • Computational and mathematical modeling of angiogenesis
    • Peirce SM, (2008) Computational and mathematical modeling of angiogenesis. Microcirculation 15: 739-751.
    • (2008) Microcirculation , vol.15 , pp. 739-751
    • Peirce, S.M.1
  • 38
    • 0038657796 scopus 로고    scopus 로고
    • A comparison of cutaneous vascular responses to transient pressure loading in smokers and nonsmokers
    • Noble M, Voegeli D, Clough GF, (2003) A comparison of cutaneous vascular responses to transient pressure loading in smokers and nonsmokers. J Rehabil Res Dev 40: 283-288.
    • (2003) J Rehabil Res Dev , vol.40 , pp. 283-288
    • Noble, M.1    Voegeli, D.2    Clough, G.F.3
  • 39
    • 0036890736 scopus 로고    scopus 로고
    • Characterizing reactive hyperemia via tissue reflectance spectroscopy in response to an ischemic load across gender, age, skin pigmentation and diabetes
    • Sprigle S, Linden M, Riordan B, (2002) Characterizing reactive hyperemia via tissue reflectance spectroscopy in response to an ischemic load across gender, age, skin pigmentation and diabetes. Med Eng Phys 24: 651-661.
    • (2002) Med Eng Phys , vol.24 , pp. 651-661
    • Sprigle, S.1    Linden, M.2    Riordan, B.3
  • 40
    • 13244277938 scopus 로고    scopus 로고
    • A model for post-occlusive reactive hyperemia as measured with laser-Doppler perfusion monitoring
    • de Mul FF, Morales F, Smit AJ, Graaff R, (2005) A model for post-occlusive reactive hyperemia as measured with laser-Doppler perfusion monitoring. IEEE Trans Biomed Eng 52: 184-190.
    • (2005) IEEE Trans Biomed Eng , vol.52 , pp. 184-190
    • de Mul, F.F.1    Morales, F.2    Smit, A.J.3    Graaff, R.4
  • 42
    • 0032824343 scopus 로고    scopus 로고
    • Wavelet analysis of oscillations in the peripheral blood circulation measured by laser Doppler technique
    • Stefanovska A, Bracic M, Kvernmo HD, (1999) Wavelet analysis of oscillations in the peripheral blood circulation measured by laser Doppler technique. IEEE transactions on bio-medical engineering 46: 1230-1239.
    • (1999) IEEE Transactions on Bio-Medical Engineering , vol.46 , pp. 1230-1239
    • Stefanovska, A.1    Bracic, M.2    Kvernmo, H.D.3
  • 44
    • 2942703941 scopus 로고    scopus 로고
    • New approaches to shock and trauma research: learning from multidisciplinary exchange
    • Neugebauer EA, Tjardes T, (2004) New approaches to shock and trauma research: learning from multidisciplinary exchange. J Trauma 56: 1156-1165.
    • (2004) J Trauma , vol.56 , pp. 1156-1165
    • Neugebauer, E.A.1    Tjardes, T.2
  • 45
    • 0036500993 scopus 로고    scopus 로고
    • Systems biology: a brief overview
    • Kitano H, (2002) Systems biology: a brief overview. Science 295: 1662-1664.
    • (2002) Science , vol.295 , pp. 1662-1664
    • Kitano, H.1
  • 46
    • 0036428799 scopus 로고    scopus 로고
    • Emerging patterns in tumor systems: simulating the dynamics of multicellular clusters with an agent-based spatial agglomeration model
    • Mansury Y, Kimura M, Lobo J, Deisboeck TS, (2002) Emerging patterns in tumor systems: simulating the dynamics of multicellular clusters with an agent-based spatial agglomeration model. J Theor Biol 219: 343-370.
    • (2002) J Theor Biol , vol.219 , pp. 343-370
    • Mansury, Y.1    Kimura, M.2    Lobo, J.3    Deisboeck, T.S.4
  • 47
    • 35848950784 scopus 로고    scopus 로고
    • Dynamics of in silico leukocyte rolling, activation, and adhesion
    • Tang J, Ley KF, Hunt CA, (2007) Dynamics of in silico leukocyte rolling, activation, and adhesion. BMC systems biology 1: 14.
    • (2007) BMC Systems Biology , vol.1 , pp. 14
    • Tang, J.1    Ley, K.F.2    Hunt, C.A.3
  • 48
    • 61449164943 scopus 로고    scopus 로고
    • Agent-based model of therapeutic adipose-derived stromal cell trafficking during ischemia predicts ability to roll on P-selectin
    • Bailey AM, Lawrence MB, Shang H, Katz AJ, Peirce SM, (2009) Agent-based model of therapeutic adipose-derived stromal cell trafficking during ischemia predicts ability to roll on P-selectin. PLoS Comput Biol 5: e1000294.
    • (2009) PLoS Comput Biol , vol.5
    • Bailey, A.M.1    Lawrence, M.B.2    Shang, H.3    Katz, A.J.4    Peirce, S.M.5
  • 49
    • 77649207414 scopus 로고    scopus 로고
    • Identifying the rules of engagement enabling leukocyte rolling, activation, and adhesion
    • Tang J, Hunt CA, (2010) Identifying the rules of engagement enabling leukocyte rolling, activation, and adhesion. PLoS Comput Biol 6: e1000681.
    • (2010) PLoS Comput Biol , vol.6
    • Tang, J.1    Hunt, C.A.2
  • 50
    • 84865329906 scopus 로고    scopus 로고
    • Pressure ulcer incidence among high-risk inpatients in Nigeria
    • S4, S6
    • Onigbinde AT, Ogunsanya GI, Oniyangi SO, (2012) Pressure ulcer incidence among high-risk inpatients in Nigeria. Br J Nurs 21: S4, S6, S8-10.
    • (2012) Br J Nurs , vol.21
    • Onigbinde, A.T.1    Ogunsanya, G.I.2    Oniyangi, S.O.3
  • 52
    • 79957838809 scopus 로고    scopus 로고
    • Combining Computational Fluid Dynamics and Agent-Based Modeling: a new approach to evacuation planning
    • Epstein JM, Pankajakshan R, Hammond RA, (2011) Combining Computational Fluid Dynamics and Agent-Based Modeling: a new approach to evacuation planning. PLoS One 6: e20139.
    • (2011) PLoS One , vol.6
    • Epstein, J.M.1    Pankajakshan, R.2    Hammond, R.A.3
  • 53
    • 0034028175 scopus 로고    scopus 로고
    • Cardiovascular consequences of loss of supraspinal control of the sympathetic nervous system after spinal cord injury
    • Teasell RW, Arnold JMO, Krassioukov A, Delaney GA, (2000) Cardiovascular consequences of loss of supraspinal control of the sympathetic nervous system after spinal cord injury. Arch Phys Med Rehabil 81: 506-516.
    • (2000) Arch Phys Med Rehabil , vol.81 , pp. 506-516
    • Teasell, R.W.1    Arnold, J.M.O.2    Krassioukov, A.3    Delaney, G.A.4
  • 55
    • 0242442122 scopus 로고    scopus 로고
    • Preserved alpha-adrenergic tone in the leg vascular bed of spinal cord-injured individuals
    • Kooijman M, Rongen GA, Smit AJ, Hopman MTE, (2003) Preserved alpha-adrenergic tone in the leg vascular bed of spinal cord-injured individuals. Circulation 108: 2361-2367.
    • (2003) Circulation , vol.108 , pp. 2361-2367
    • Kooijman, M.1    Rongen, G.A.2    Smit, A.J.3    Hopman, M.T.E.4
  • 56
    • 33846463436 scopus 로고    scopus 로고
    • A causal role for endothelin-1 in the vascular adaptation to skeletal muscle deconditioning in spinal cord injury
    • Thijssen DHJ, Ellenkamp R, Kooijman M, Pickkers P, Rongen GA, et al. (2007) A causal role for endothelin-1 in the vascular adaptation to skeletal muscle deconditioning in spinal cord injury. Arterioscler Thromb Vasc Biol 27: 325-331.
    • (2007) Arterioscler Thromb Vasc Biol , vol.27 , pp. 325-331
    • Thijssen, D.H.J.1    Ellenkamp, R.2    Kooijman, M.3    Pickkers, P.4    Rongen, G.A.5
  • 58
    • 33847023990 scopus 로고    scopus 로고
    • Bone loss and muscle atrophy in spinal cord injury: epidemiology, fracture prediction, and rehabilitation strategies
    • Giangregorio L, McCartney N, (2006) Bone loss and muscle atrophy in spinal cord injury: epidemiology, fracture prediction, and rehabilitation strategies. J Spinal Cord Med 29: 489-500.
    • (2006) J Spinal Cord Med , vol.29 , pp. 489-500
    • Giangregorio, L.1    McCartney, N.2
  • 59
    • 58549096899 scopus 로고    scopus 로고
    • Real-time finite element monitoring of sub-dermal tissue stresses in individuals with spinal cord injury: toward prevention of pressure ulcers
    • Linder-Ganz E, Yarnitzky G, Yizhar Z, Siev-Ner I, Gefen A, (2009) Real-time finite element monitoring of sub-dermal tissue stresses in individuals with spinal cord injury: toward prevention of pressure ulcers. Ann Biomed Eng 37: 387-400.
    • (2009) Ann Biomed Eng , vol.37 , pp. 387-400
    • Linder-Ganz, E.1    Yarnitzky, G.2    Yizhar, Z.3    Siev-Ner, I.4    Gefen, A.5
  • 60
    • 84891729984 scopus 로고    scopus 로고
    • Impaired skin microcirculation in hospitalized elderly and in patients with spinal cord injuries: a pressure ulcer risk
    • Sae-Sia W, (2009) Impaired skin microcirculation in hospitalized elderly and in patients with spinal cord injuries: a pressure ulcer risk. Songklanagarind Medical Journal 27: 179-193.
    • (2009) Songklanagarind Medical Journal , vol.27 , pp. 179-193
    • Sae-Sia, W.1
  • 61
    • 0026035334 scopus 로고
    • Evaluation of the dynamic cutaneous post-ischaemic hyperaemia and thermal response in elderly subjects and in an area at risk for pressure sores
    • Schubert V, Fagrell B, (1991) Evaluation of the dynamic cutaneous post-ischaemic hyperaemia and thermal response in elderly subjects and in an area at risk for pressure sores. Clinical physiology 11: 169-182.
    • (1991) Clinical Physiology , vol.11 , pp. 169-182
    • Schubert, V.1    Fagrell, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.