Constraints on predicting functional recovery after stroke: Application of clinical, laboratory, neurophysiologic, and neuroimaging parameters

References

• Aizawa, H., Inase, M., Mushiake, H., Shima, K., & Tanji, J. (1991). Reorganization of activity in the supplementary motor area associated with motor learning and functional recovery. Experimental Brain Research, 84, 668–671.
   Google Scholar
• Alexander, M.P. (1994). Stroke rehabilitation outcome. A potential use of predictive variables to establish levels of care. Stroke, 25, 128–134.
   Google Scholar
• Allen, C.M.C. (1984a). Predicting outcome after stroke: Role of computerized tomography. Lancet, 2, 464–465.
   Google Scholar
• Allen, C.M.C. (1984b). Predicting the outcome of acute stroke. A prognostic score. Journal of Neurology, Neurosurgery and Psychiatry, 47, 475–480.
   Google Scholar
• Andrews, K., Brocklehurst, J.C., Richards, B., & Laycock, P.J., (1984). The influence of age on the clinical presentation and outcome of stroke. International Rehabilitation Medicine, 6, 49–53.
   Google Scholar
• Aptaker, R.L., Roth, E.J., Reichhardt, G., Duerden, M.E., & Levy, C.E. (1994). Serum albumin level as a predictor of geriatric stroke rehabilitation outcome. Archives of Physical Medicine and Rehabilitation, 75, 80–84.
   Google Scholar
• Bard, G., & Hirschberg, G.G. (1965). Recovery of motion in the upper extremity following hemiplegia. Archives of Physical Medicine and Rehabilitation, 46, 567–572.
   Google Scholar
• Barer, D.H., (1989). Continence after stroke: Useful predictor or goal of therapy? Age and Ageing, 18, 183–191.
   Google Scholar
• Baron, J.C. Neuroimaging procedures in acute ischemic stroke. Current Opinions in Neurology, 6, 900–904.
   Google Scholar
• Berk, S.N., & Schall, R.R. (1991). Psychosocial factors in stroke rehabilitation. Crucial factors for successful out-come. Physical Medicine and Rehabilitation Clinics of North America, 2, 547–562.
   Google Scholar
• Birket-Smith, M., Knudsen, H.C., Nissen, J., Blegvad, N., Kohler, O., Rasmussen, D., & Worm-Peterson, S. (1989). Life events and social support in prediction of stroke outcome. Psychotherapy and Psychosomatics, 52, 146–150.
   Google Scholar
• Breiman, L., Freidman, J., Olshen, R.A., & Stone, C.J. (1984). Classification and regression trees. Belmont, CA: Wadsworth.
   Google Scholar
• Brion, J.-P., Demeurisse, G., & Capon, A. (1989). Evidence of cortical reorganization in hemiparetic patients. Stroke, 20, 1079–1084.
   Google Scholar
• Brodal, A. (1973). Self observations and neuroanatomical considerations after a stroke. Brain, 97, 675–694.
   Google Scholar
• Broich, K., Alavi, A., & Kushner, M. (1992). Positron emission computed tomography in cerebrovascular disorders. Seminars in Nuclear Medicine, 22, 224–232.
   Google Scholar
• Candelise, L., Landi, G., Orazio, E.N., & Boccardi, E. (1985). Prognostic significance of hyperglycemia in acute stroke. Archives of Neurology, 45, 661–663.
   Google Scholar
• Cazzato, G., Zorzon, M., Mase, G., & Iona, L.G. (1991). Hyperglycemia at ischemic stroke onset as a prognostic factor. Italian Journal of Neurological Sciences, 12, 283–288.
   Google Scholar
• Chester, C.S., & McLaren, C.E. (1989). Somatosensory evoked potentials and recovery from stroke. Archives of Physical Medicine and Rehabilitation, 70, 520–525.
   Google Scholar
• Chollet, F., DiPiero, V., Wise, R.J.S., Brooks, D.J., Dolan, R.J., & Frackowiak, R.S.J. (1991). The functional anatomy of motor recovery after stroke in humans: A study with positron emission tomography. Annals of Neurology, 29, 63–71.
   Google Scholar
• Colebatch, J.G., Deiber, M.-P., Passingham, R.E., Friston, K., & Frackowiak, R.S.J. (1991). Regional cerebral blood flow during voluntary arm and hand movements in human subjects. Journal of Neurophysiology, 65, 1392–1401.
   Google Scholar
• Connelly, A., Jackson, G.D., Frackowiak, R.S.I., Belliveau, J.W., Vargha-Khadem, F" & Gadian, D.G. (1993). Functional mapping of activated human primary cortex with a clinical MR imaging system. Radiology, 188, 125–130.
   Google Scholar
• Cox, N.H., & Lorains, J.W. (1986). The prognostic value of blood glucose and glycosylated hemoglobin in patients with stroke. Postgraduate Medical Journal, 62, 7–10.
   Google Scholar
• de Pedro Cuesta, J., Sandstrom, B., Holm, M., Stawiarz, L., Widen-Holmqvist, L., & Bach-y-Rita, P. (1993). Stroke rehabilitation, identification of target groups and planning data. Scandinavian Journal of Rehabilitation Medicine, 25, 107–116.
   Google Scholar
• Davidoff, G., Keren, O., Ring, H., Solzi, P., & Werner, R.A. (1991). Assessing candidates for inpatient stroke rehabilitation. Predictors of outcome. Physical Medicine and Rehabilitation Clinics of North America, 2, 501–516.
   Google Scholar
• Davis, S.M., Chua, M.G., Lichtenstein, M., & Rossiter, S.C. (1993). Cerebral hypoperfusion in stroke prognosis and brain recovery. Stroke, 24, 1691–1696.
   Google Scholar
• Demeurisse, G., Demol, O., & Robaye, E. (1980). Motor evaluation in vascular hemiplegia. European Neurology, 19, 382–389.
   Google Scholar
• D'Erasmo, E., Acca, M., Pisani, D., & Volpe, M.S. (1993). Neurological state, infarct size and clinical outcome are related to early platelet count decrease in stroke. Gerontology, 39, 276–279.
   Google Scholar
• DiPiero, V., Chollet, F.M., MacCarthy, P., Lenzi, G.L., & Frackowiak, R.S.I. (1992). Motor recovery after acute ischaemic stroke. A metabolic study. Journal of Neurology, Neurosurgery and Psychiatry, 55, 990–996.
   Google Scholar
• Duncan, P.W., Goldstein, L.B., Matchar, D., Divine, G.W., & Feussner, J. (1992). Measurement of motor recovery after stroke. Outcome assessment and sample size requirements. Stroke, 23, 1084–1089.
   Google Scholar
• Ewart, J., Levin, H.S., Watson, M.G., Kalisky, Z. (1989). Procedural memory during posttraumatic amnesia in survivors of severe closed head injury. Implications for rehabilitation. Archives of Neurology, 46, 911–916.
   Google Scholar
• Falconer, J.A., Naughton, B.J., Dunlop, D.D., Roth, E.J., Strasser, D.C., & Sinacore, J.M. (1994). Predicting stroke inpatient rehabilitation using a classification tree approach. Archives of Physical Medicine and Rehabilitation, 75, 619–625.
   Google Scholar
• Faught, E. (1993). Current role of electroencephalography in cerebral ischemia. Stroke, 24, 609–613.
   Google Scholar
• Feibel, J.H., & Springer, C.J. (1982). Depression and failure to resume social activities after stroke. Archives of Physical Medicine and Rehabilitation, 63, 276–278.
   Google Scholar
• Frackowiak, R.S.J., Weiller, C., & Chollet, F. (1991). The functional anatomy of recovery from brain injury. In D.J. Chadwick & J. Whelan (Eds.), Exploring brain functional anatomy with positron tomography (CIBA Foundation Symposium 163). New York, NY: Wiley.
   Google Scholar
• Frith, C.D. (1991). PET studies of frontal lobe function: Relevance to psychiatric disease. In DJ. Chadwick & J. Whelan (Eds.), Exploring brain functional anatomy with positron tomography (CIBA Foundation Symposium 163). New York, NY: Wiley.
   Google Scholar
• Frithz, G., & Werner, I. (1976). Studies on cerebrovascular strokes. II. Clinical findings and short-term prognosis in a stroke material. Acta Medica Scandinavica, 199, 133–140.
   Google Scholar
• Fugl-Meyer, A.R., Jaasko, L., Leyman, I., Olsson, S., & Steglind, S. (1975). The post-stroke hemiplegic patient. A method for evaluation of physical performance. Scandinavian Journal of Rehabilitation Medicine, 7, 13–31.
   Google Scholar
• Galski, T., Bruno, R.L., Zorowitz, R., & Walker, J. (1993). Predicting length of stay, functional outcome, and aftercare in rehabilitation of stroke patients. The dominant role of higher-order cognition. Stroke, 24, 1794–1800.
   Google Scholar
• Garraway, W.M. Akhtar, A.J., Smith, D.L., & Smith, M.E. (1981). The triage of stroke rehabilitation. Journal of Epidemiology and Community Health, 35, 39–44.
   Google Scholar
• Ginsberg, M.D., Prado, R., Dietrich, W.D., Busto, R., & Watson, B.D. (1987). Hyperglycemia reduces the extent of cerebral infarction in rats. Stroke, 18, 570–574.
   Google Scholar
• Gladman, J.R.F., Harwood, D.M.J., & Barer, D.H. (1992). Predicting the outcome of acute stroke: Prospective evalu-ation of five multivariate models and comparison with simple methods. Journal of Neurology, Neurosurgery and Psychiatry, 55, 347–351.
   Google Scholar
• Glass, T.A., Matchar, D.B., Belyea, M., & Feussner, J.R. (1993). Impact of social support on outcome in first stroke. Stroke, 24, 64–70.
   Google Scholar
• Goldberg, G. (1987). Principles of rehabilitation of the elderly stroke patient. In R.E. Dunkle & J.W. Schmidley (Eds.), Stroke in the elderly. New issues in diagnosis, treatment and rehabilitation. New York, NY: Springer.
   Google Scholar
• Goldberg, G. (1991). Neurophysiologie models of recovery in stroke. Physical Medicine and Rehabilitation Clinics of North America, 2, 599–614.
   Google Scholar
• Goldberg, G., Kwan, H.C., & Murphy, J.T. (1987). A neuro- physiologic approach to functional prognosis in brain damage. Electromyography and Clinical Neurophysiology, 27, 455–468.
   Google Scholar
• Gott, P.S., Kamaze, D.S., & Fisher, M. (1990). Assessment of median nerve somatosensory evoked potentials in cerebral ischemia. Stroke, 21, 1167–1171.
   Google Scholar
• Granger, C.V., Hamilton, B.B., & Fiedler, R.C. (1992). Discharge outcome after stroke rehabilitation. Stroke, 23,978–982.
   Google Scholar
• Granger, C.V., Hamilton, B.B., Gresham, G.E., & Kramer, A. A. (1989). The stroke rehabilitation outcome study. Part II. Relative merits of the total Barthel Index score and a four-item subscore in predicting patient outcomes. Archives of Physical Medicine and Rehabilitation, 70, 100–103.
   Google Scholar
• Heiss, W.D., Emunds, H.G., & Herholz, K. (1993). Cerebral glucose metabolism as a predictor of rehabilitation after ischemic stroke. Stroke, 24, 1784–1788.
   Google Scholar
• Heiss, W.D., Kessler, J. Karbe, H., Fink, G.R., & Pawlik, G. (1993). Cerebral glucose metabolism as a predictor of recovery from aphasia in ischemic stroke. Archives of Neurology, 50, 958–964.
   Google Scholar
• Heller, A., Wade, D.T., Wood, V.A., Sunderland, A., Hewer, R.L., & Ward, E. (1987). Arm function after stroke. Measurement and recovery over the first three months. Journal of Neurology, Neurosurgery and Psychiatry, 50, 714–719.
   Google Scholar
• Hertanu, J.S., Demopoulos, J.T., Yang, W.C., Calhoun, W.F., & Fenigstein, H.A. (1984). Stroke rehabilitation. Correlation and prognostic value of computerized tomography and sequential functional assessments. Archives of Physical Medicine and Rehabilitation, 65, 505–508.
   Google Scholar
• Holbrook, M. (1982). Stroke: Social and emotional outcome. Journal of the Royal College of Physicians (London), 16, 100–104.
   Google Scholar
• Jacobs, H., Vanderstraeten, G., & VanLaere,M. (1988). SEPs and central somatosensory conduction time in hemiplegics. Electromyography and Clinical Neurophysiology, 28, 355–360.
   Google Scholar
• Jenkins, W.M., & Merzenich, M.M. (1987). Reorganization of neocortical representations after brain injury. A neuro- physiological model of the bases of recovery from stroke. Progress in Brain Research, 71, 249–266.
   Google Scholar
• Jongbloed, L. (1986). Prediction of function after stroke. A critical review. Stroke, 17, 765–776.
   Google Scholar
• Kalra, L. (1994). Does age affect benefits of stroke rehabili-tation? Stroke, 25, 346–351.
   Google Scholar
• Kalra, L., & Crome, P. (1993). The role of prognostic scores in targeting stroke rehabilitation in elderly patients. Journal of the American Geriatric Society, 41, 396–400.
   Google Scholar
• Kalra, L., Dale, P., & Crome, P. (1993). Improving stroke rehabilitation. A controlled study. Stroke, 24, 1462–1467.
   Google Scholar
• Kalra, L., Smith, D.H., & Crome, P. (1993). Stroke in patients aged over 75 years. Outcome and predictors. Postgraduate Medical Journal, 69, 33–36.
   Google Scholar
• Keren, O., Ring, H., Solzi, P., Pratt, H., & Groswasser, Z. (1993). Upper limb somatosensory evoked potentials as a predictor of rehabilitation progress in dominant hemi-sphere stroke patients. Stroke, 24, 1789–1793.
   Google Scholar
• Kim, S.-G., Ashe, J., Georgopoulos, A.P., Merkle, H., Ellermann, J.M., Menon, R.S., Ogawa, S., & Ugurbil, K. (1993). Functional imaging of human motor cortex at high magnetic field. Journal of Neurophysiology, 69, 297–302.
   Google Scholar
• Kobasa, S.C., (1979). Stressful life events, personality and health: An inquiry into hardiness. Journal of Personality and Social Psychology, 37, 1–11.
   Google Scholar
• Kovala, T. (1991). Prognostic significance of somatosensory potentials evoked by stimulation of the median and posterior tibial nerves. A prospective 1-year follow-up study in patients with supratentorial cerebral infarction. European Neurology, 31, 141–148.
   Google Scholar
• Kussofsky, A., Wadon, I., & Nilsson, B. (1982). The relationships between sensory impairment and motor recovery in patients with hemiplegia. Scandinavian Journal of Rehabilitation Medicine, 14, 27–32.
   Google Scholar
• Kwong, K.K., Belliveau, J.W., Chesler, D.A., Goldberg, I.E., Weisskoff, R.M., Poncelet, B.P., Kennedy, D.N., Hoppel, B.E., Cohen, M.S., Turner, R., Cheng, H.-M., Brady, T.J., & Rosen, B.R. (1992). Dynamic magnetic resonance imaging of human brain activity during primary sensory stimulation. Proceedings of the National Academy of Sciences USA, 89, 5675–5679.
   Google Scholar
• LaJoie, W.J., Reddy, N.M., & Melvin, J.L. (1982). Soma-tosensory evoked potentials. Their predictive value in right hemiplegia. Archives of Physical Medicine and Rehabilitation, 58, 223–226.
   Google Scholar
• Laupacis, A., Wells, G., Richardson, W.S., Tugwell, P. & the Evidence-Based Medicine Working Group. (1994). Users' guides to the medical literature. V. How to use an article about prognosis. Journal of the Ame rican Medical Association, 272, 234–231.
   Google Scholar
• Liberson, W. (1966). Study of evoked potentials in aphasics. American Journal of Physical Medicine, 45, 135–142.
   Google Scholar
• Lindenstr0m, E., Boysen, G., Christiansen, L.W., Hansen, B. R., & Nielsen, P.W. (1991). Reliability of Scandinavian Neurological Stroke Scale. Cerebrovascular Diseases, 1, 103–107.
   Google Scholar
• Luria, A.R., Naydin, V.L., Tsvetkova, L.S., & Vinarskaya, E. N. (1969). Restoration of higher cortical function following local brain damage. In R.J. Vinken & G.W. Bruyn (Eds.), Handbook of Clinical Neurology (Vol. 3). Amsterdam, The Netherlands: Elsevier.
   Google Scholar
• MacDonell, R.A.L., Donnan, G.A., & Bladin, P.P. (1989). A comparison of somatosensory evoked and motor potentials in stroke. Annals of Neurology, 25, 68–73.
   Google Scholar
• Marchal, G. Serrati, C., Rioux, P., Petit-Taboue, M.C., Viader, F., de la Sayette, V., Le Doze, F., Lochon, P., Derlon, J.M., Orgogozo, J.M., & Baron, J.C. (1993). PET imaging of cerebral perfusion and oxygen consumption in acute ischemic stroke: Relation to outcome. Lancet, 341, 925–927.
   Google Scholar
• Mathews, V.P., Barker, P.B., & Bryan, R.N. (1992). Magnetic resonance evaluation of stroke. Magnetic Resonance Quarterly, 8, 245–263.
   Google Scholar
• Murros, K., Fogelholm, R., Kettunen, S., & Vuorela, A.L. (1993). Serum cortisol and outcome of ischemic brain infarction. Journal of Neurological Sciences, 116, 12–17.
   Google Scholar
• Mysiw, W.J., Beegan, J.G., & Gatens, P.F. (1989). Prospective cognitive assessment of stroke patients before inpatient rehabilitation. The relationship of the Neurobehavioral Cognitive Status Examination to functional improvement. American Journal of Physical Medicine and Rehabilitation, 68, 168–171.
   Google Scholar
• Nakayama, H, j0rgensen, H.S., Raaschou, H.O., & Olsen, T.S.(1994). Recovery of upper extremity function in stroke patients. The Copenhagen Stroke Study. Archives of Physical Medicine and Rehabilitation, 75, 394–398.
   Google Scholar
• Newlon, P.G., Greenberg, R.P., & Hyatt, M.S. (1982). The dynamic of neural dysfunction and recovery following severe head injury assessed with serial multimodality evoked potentials. Journal of Neurosurgery, 57, 168–177.
   Google Scholar
• Olsen, T.S. (1990). Arm and leg paresis as outcome predictors in stroke rehabilitation. Stroke, 21, 247–251.
   Google Scholar
• Oppenheimer, S. (1992). The insular cortex and the patho-physiology of stroke-induced cardiac changes. Canadian Journal of Neurological Sciences, 19, 208–211.
   Google Scholar
• Pardo, J.V., Pardo, Pi., Janer, K.W., & Raichle, M.E. (1990). The anterior cingulate cortex mediates processing selection in the Stroop attentional conflict paradigm. Proceedings of the National Academy of Sciences USA, 87, 256–259.
   Google Scholar
• Parker, V.M., Wade, D.T., & Hewer, R.L. (1986). Loss of arm function after stroke: measurement, frequency and recovery. International Rehabilitation Medicine, 8, 69–73.
   Google Scholar
• Pavot, A.P., Ignacio, D.R., Kuntavanish, A., & Lightfoote, W.E. (1986). The prognostic value of somatosensory evoked potentials in cerebrovascular accidents. Electromyography and Clinical Neurophysiology, 26, 333–340.
   Google Scholar
• Prescott, R.J. Garraway, W.M, & Akhtar, A.J. (1982). Pre-dicting functional outcome following acute stroke using a standard clinical examination. Stroke, 13, 641–647.
   Google Scholar
• Pulsinelli, W.A., Levy, D.E., Sigsbee, B., Scherer, P., & Plum, F. (1983). Increased damage after ischemic stroke in patients with hyperglycemia with or without established diabetes mellitus. American Journal of Medicine, 74, 540–544.
   Google Scholar
• Raichle, M.E. (1983). Positron emission tomography. Annual Reviews of Neuroscience, 6, 249–267.
   Google Scholar
• Reding, M.J. & Potes, E. (1988). Rehabilitation outcome following initial unilateral hemispheric stroke. Life table analysis approach. Stroke, 19, 1354–1358.
   Google Scholar
• Roth, E.J., Mueller, M.S., & Green, D. (1988). Stroke rehabilitation outcome. Impact of coronary artery disease. Stroke, 19, 42–47.
   Google Scholar
• Roth, E.J., & Noll, S.F. (1994). Stroke rehabilitation. 2. Comorbidities and complications. Archives of Physical Medicine and Rehabilitation, 75 (Suppl.), S42-S46.
   Google Scholar
• Schaarschmidt, H. Prange, H.W., & Reiber, H. (1994). Neuron-specific enolase concentrations in blood as a prognostic parameter in cerebrovascular diseases. Stroke, 25, 558–565.
   Google Scholar
• Serrati, C, Marchal, G., Rioux, P., Viader, F., Petit-Taboue, M.C., Lochon, P., Luet, D., Derlon, J.M., & Baron, J.C. (1994) . Contralateral cerebellar hypometabolism: A predictor for stroke outcome? Journal of Neurology, Neurosurgery and Psychiatry, 57, 174–179.
   Google Scholar
• Shah, S., Vanclay, F., & Cooper, B. (1990). Efficiency, effectiveness, and duration of stroke rehabilitation. Stroke, 21, 241–246.
   Google Scholar
• Sunderland, A., Tinson, D., Bradley, L., & Hewer, R.L. (1989). Arm function after stroke. An evaluation of grip strength as a measure of recovery and a prognostic indicator. Journal of Neurology, Neurosurgery and Psychiatry, 52, 1267–1272.
   Google Scholar
• Taub, N.A., Wolfe, C.D., Richardson, E. & Burney, P.G. (1994) . Predicting the disability of first-time stroke sufferers at 1 year. 12-month follow-up of a population-based cohort in southeast England. Stroke, 25, 352–357.
   Google Scholar
• Valdimarsson, E., Bergvall, U., & Samuelsson, K. (1982). Prognostic significance of cerebral computed tomography results in supratentorial infarction. Acta Neurologica Scandinavica, 65, 133.
   Google Scholar
• Van Buskirk, C, & Webster, D. (1955). Prognostic value of sensory deficit in rehabilitation ofhemiplegics. Neurology, 5, 407.
   Google Scholar
• Vanclay, F. (1991). Functional outcome measures in stroke rehabilitation. Stroke, 23, 105–108.
   Google Scholar
• von Kummer, R., Meyding-Lamade, U., Forsting, M., Rosin, L., Rieke, K., Hacke, W., & Sartor, K. (1994). Sensitivity and prognostic value of early CT in occlusion of the middle cerebral artery branch. American Journal of Neuroradiology, 15, 9–15.
   Google Scholar
• Wade, D.T. (1992). Evaluating outcome in stroke rehabilitation (quality control and clinical audit). Scandinavian Journal of Rehabilitation Medicine, 64, 97–104.
   Google Scholar
• Wade, D.T., & Hewer, R.L. (1986). Stroke: Associations of age, sex and side of weakness. Archives of Physical Medicine and Rehabilitation, 67, 540–545.
   Google Scholar
• Wade, D.T., & Langton-Hewer, R. (1985). Outlook after stroke: urinary incontinence and loss of consciousness compared in 532 patients. Quarterly Journal of Medicine, 56, 601–608.
   Google Scholar
• Wade, D.T., Skilbeck, C.E., & Langton-Hewer, R. (1983). Predicting Barthel ADL score at 6 months after an acute stroke. Archives of Physical Medicine and Rehabilitation, 64, 24–28.
   Google Scholar
• Weiller, C., Chollet, F., Friston, K.J., Wise, R.J.S., & Frackowiak, R.S.J. (1992). Functional reorganization of the brain in recovery from striatocapsular infarction in man. Annals of Neurology, 31, 463–472.
   Google Scholar
• Weiller, C., Ramsay, S.C., Wise, R.J.S., Friston, K.J., & Frackowiak, R.S.J. (1993). Individual patterns of func-tional reorganization in the human cerebral cortex after capsular infarction. Annals of Neurology, 33, 181–189.
   Google Scholar
• Werner, R.A., & Goldberg, G. (1992). Clinical applications of evoked potential testing. CRC Reviews in Physical Medicine and Rehabilitation, 4, 105–131.
   Google Scholar
• Wood-Dauphinee, S.L., Williams, J.I., & Shapiro, S.H. (1990). Examining outcome measures in a clinical study of stroke. Stroke, 21, 731–739.
   Google Scholar
• Zeman, B.D., & Yiannikas, C. (1989). Functional prognosis in stroke: use of somatosensory evoked potentials. Journal of Neurology, Neurosurgery and Psychiatry, 52, 242–247.
   Google Scholar