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1.
J Am Geriatr Soc ; 69(2): 441-449, 2021 02.
Artigo em Inglês | MEDLINE | ID: mdl-33165931

RESUMO

BACKGROUND: Sorting tests detect cognitive decline in older adults who have a neurodegenerative disorder, such as Alzheimer's and Parkinson's disease. Although equally effective at detecting impairment as other cognitive screens (e.g. Mini-Mental State Examination (MMSE)), sorting tests are not commonly used in this context. This study examines the QuickSort, which is a new brief sorting test that is designed to screen older adults for cognitive impairment. DESIGN: Observational cohort study. SETTING: General community and inpatients, Australia. PARTICIPANTS: Older (≥60 years) community-dwelling adults (n = 187) and inpatients referred for neuropsychological assessment (n = 78). A normative subsample (n = 115), screened for cognitive and psychological disorders, was formed from the community sample. MEASUREMENTS: Participants were administered the QuickSort, MMSE, Frontal Assessment Battery (FAB), and Depression Anxiety and Stress Scale-21. The QuickSort requires people to sort nine stimuli by color, shape, and number, and to explain the basis for their correct sorts. Sorting (range = 0-12), Explanation (range = 0-6), and Total (range = 0-18) scores were calculated for the QuickSort. RESULTS: The Cognitively Healthy subsample completed the QuickSort within 2 minutes, 50% had errorless performance, and 95% had Total scores of 10 or greater. The likelihood of community-dwelling older adults and inpatients (n = 260) being impaired on either the MMSE or FAB, or both, increased by a factor of 3.75 for QuickSort Total scores of less than 10 and reduced by a factor of 0.23 for scores of 10 or greater. CONCLUSION: The QuickSort provides a quick, reliable, and valid alternative to lengthier cognitive screens (e.g., MMSE and FAB) when screening older adults for cognitive impairment. The QuickSort performance of an older adult can be compared with a cognitively healthy normative sample and used to estimate the likelihood they will be impaired on either the MMSE or FAB, or both. Clinicians can also use evidence-based modeling to customize the QuickSort for their setting.


Assuntos
Cognição , Disfunção Cognitiva/diagnóstico , Programas de Rastreamento/métodos , Competência Mental , Doenças Neurodegenerativas , Escala de Memória de Wechsler , Idoso , Austrália/epidemiologia , Disfunção Cognitiva/epidemiologia , Disfunção Cognitiva/etiologia , Estudos de Coortes , Feminino , Humanos , Vida Independente/psicologia , Vida Independente/estatística & dados numéricos , Pacientes Internados/psicologia , Pacientes Internados/estatística & dados numéricos , Masculino , Pessoa de Meia-Idade , Doenças Neurodegenerativas/classificação , Doenças Neurodegenerativas/complicações , Doenças Neurodegenerativas/epidemiologia , Doenças Neurodegenerativas/psicologia , Reprodutibilidade dos Testes , Escala de Memória de Wechsler/normas , Escala de Memória de Wechsler/estatística & dados numéricos
2.
Neuropsychology ; 34(8): 881-893, 2020 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-33197200

RESUMO

Objective: White matter (WM) changes detected using diffusion tensor imaging (DTI) are reportedly related to cognitive outcomes following traumatic brain injury (TBI), but much existing research is underpowered or has only examined general outcomes, rather than cognitive functioning. Method: A large sample of adults who had sustained mild, moderate or severe TBIs seven months prior (N = 165) and a control group (N = 106) underwent DTI and cognitive testing. Fractional anisotropy and mean diffusivity were calculated for 5 regions (corpus callosum: genu, body, splenium; fornix; superior longitudinal fasciculus) that recent meta-analyses identified as being affected by TBI and related to cognition following TBI. Memory, attention and executive functioning, which are often affected by TBI, were assessed. Results: Overall, mild TBI did not show significant WM or cognitive changes, relative to controls, but moderate to severe TBI was associated with large WM alterations (all regions) and poorer cognitive performance. No significant correlations were found between DTI findings and cognition in the moderate to severe group. Conclusions: The findings have shown that moderate to severe TBI leads to considerable WM and cognitive changes. Early and ongoing examination of mild TBI is needed to determine whether WM and cognitive changes are initially present and, if so, when they resolve. (PsycInfo Database Record (c) 2020 APA, all rights reserved).


Assuntos
Lesões Encefálicas Traumáticas/diagnóstico por imagem , Lesões Encefálicas Traumáticas/psicologia , Cognição , Disfunção Cognitiva/diagnóstico por imagem , Disfunção Cognitiva/psicologia , Substância Branca/diagnóstico por imagem , Adulto , Anisotropia , Atenção , Encéfalo/diagnóstico por imagem , Mapeamento Encefálico , Imagem de Tensor de Difusão , Função Executiva , Feminino , Humanos , Estudos Longitudinais , Masculino , Memória , Testes Neuropsicológicos
3.
Hum Brain Mapp ; 41(8): 2187-2197, 2020 06 01.
Artigo em Inglês | MEDLINE | ID: mdl-31999046

RESUMO

Diffusion tensor imaging is often used to assess white matter (WM) changes following traumatic brain injury (TBI), but is limited in voxels that contain multiple fibre tracts. Fixel-based analysis (FBA) addresses this limitation by using a novel method of analysing high angular resolution diffusion-weighted imaging (HARDI) data. FBA examines three aspects of each fibre tract within a voxel: tissue micro-structure (fibre density [FD]), tissue macro-structure (fibre-bundle cross section [FC]) and a combined measure of both (FD and fibre-bundle cross section [FDC]). This study used FBA to identify the location and extent of micro- and macro-structural changes in WM following TBI. A large TBI sample (Nmild = 133, Nmoderate-severe = 29) and control group (healthy and orthopaedic; N = 107) underwent magnetic resonance imaging with HARDI and completed reaction time tasks approximately 7 months after their injury (range: 98-338 days). The TBI group showed micro-structural differences (lower FD) in the corpus callosum and forceps minor, compared to controls. Subgroup analyses revealed that the mild TBI group did not differ from controls on any fixel metric, but the moderate to severe TBI group had significantly lower FD, FC and FDC in multiple WM tracts, including the corpus callosum, cerebral peduncle, internal and external capsule. The moderate to severe TBI group also had significantly slower reaction times than controls, but the mild TBI group did not. Reaction time was not related to fixel findings. Thus, the WM damage caused by moderate to severe TBI manifested as fewer axons and a reduction in the cross-sectional area of key WM tracts.


Assuntos
Lesões Encefálicas Traumáticas/patologia , Lesões Encefálicas Traumáticas/fisiopatologia , Pedúnculo Cerebral/patologia , Corpo Caloso/patologia , Imagem de Difusão por Ressonância Magnética/métodos , Cápsula Externa/patologia , Cápsula Interna/patologia , Tempo de Reação/fisiologia , Substância Branca/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Concussão Encefálica/diagnóstico por imagem , Concussão Encefálica/patologia , Concussão Encefálica/fisiopatologia , Lesões Encefálicas Traumáticas/diagnóstico por imagem , Pedúnculo Cerebral/diagnóstico por imagem , Corpo Caloso/diagnóstico por imagem , Cápsula Externa/diagnóstico por imagem , Feminino , Seguimentos , Escala de Coma de Glasgow , Humanos , Cápsula Interna/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Substância Branca/diagnóstico por imagem , Adulto Jovem
4.
Disabil Rehabil ; 42(8): 1122-1130, 2020 04.
Artigo em Inglês | MEDLINE | ID: mdl-30707643

RESUMO

Purpose: Interest in stem cell treatments is increasing among some patient groups, but it is unclear whether this holds true for stroke survivors. This study examined stroke survivor attitudes toward stem cell treatments and identified a number of variables that may increase the likelihood that patients will consider these treatments.Methods: Adult stroke survivors (N = 183) were recruited (stroke advocacy/support groups, outpatient register) for a cross-sectional study. Attitudes to stem cell treatments were surveyed, guided by the Theory of Planned Behavior. Demographic information was collected, and a number of self-report medical, cognitive and psychological measures completed.Results: Twenty-five percent (n = 46) of respondents indicated they were considering undergoing stem cell treatments, although most were unsure about the safety/effectiveness and accessibility/affordability. Stroke survivors with positive attitudes toward stem cell treatments, longer post-stroke intervals, poorer physical functioning, younger age, and greater perceived caregiver burden were more likely to be considered experimental treatments (odds ratios = 1.22, 1.08, 0.95, 0.96, 1.07; respectively).Conclusions: Stroke survivors may consider undergoing experimental stem cell treatments despite uncertainty regarding the risks/benefits. Clinicians should be mindful of the factors that may increase the likelihood of patients considering these treatments and intervene, where appropriate, to clarify any misconceptions regarding the medical/financial risks.IMPLICATION FOR REHABILITATIONStem cell treatments offer a new focus for reducing stroke-related disability, although their safety and effectiveness have yet to be established.Despite uncertainty regarding the medical risks and benefits associated with stem cell injections, stroke survivors may still consider undergoing treatment in private, unregulated clinics.A number of factors, including younger age, longer post-stroke interval, poorer physical functioning, and perceived caregiver burden may place stroke survivors at an increased risk of considering these treatments.Clinicians should endeavor to educate stroke survivors regarding the risks and benefits of these experimental treatments and clarify any misconceptions, in order to reduce the likelihood that they will consider these as-yet unproven treatments.


Assuntos
Motivação , Acidente Vascular Cerebral , Adulto , Atitude , Cuidadores , Estudos Transversais , Humanos , Células-Tronco , Acidente Vascular Cerebral/terapia , Sobreviventes
5.
J Health Psychol ; 25(9): 1198-1212, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-29322830

RESUMO

Despite many patients waiting more than 2 years for treatment at publicly funded multidisciplinary chronic pain services, waitlist studies rarely examine beyond 6 months. We investigated psychological adjustment and health-care utilisation of individuals (N = 339) waiting ≤30 months for appointments at an Australian tertiary pain unit. Outcomes were relatively stable during the first 6 months, but long-term deteriorations in pain-related interference, distress and pain acceptance were evident, albeit with sex differences. Sexes also differed in uptake of new treatments. Medication use increased over time, but pain severity and medication relief did not. Results suggest that early intervention is important, especially for women.


Assuntos
Dor Crônica/terapia , Listas de Espera , Adolescente , Adulto , Idoso , Idoso de 80 Anos ou mais , Austrália , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , Fatores de Tempo , Adulto Jovem
6.
Clin Rehabil ; 34(3): 299-309, 2020 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-31867992

RESUMO

OBJECTIVE: To examine the evidence for motivational interviewing when used to assist individuals with multiple sclerosis manage their healthcare. DATA SOURCES: The Cochrane, Embase, PsycINFO and PubMed databases were searched for studies published between 1983 and December 2019. The reference lists of included studies were additionally examined and Scopus citation searches conducted. REVIEW METHODS: Study screening and data extraction were independently completed by two reviewers. Randomised controlled trials comparing motivational interviewing interventions for multiple sclerosis to usual care, wait-list or other active intervention controls were examined. Studies were assessed using the Cochrane Risk of Bias tool. Standardised mean differences (Hedges' g), 95% confidence intervals and P values were calculated for all health and behavioural outcomes. RESULTS: Ten randomised controlled trials, involving a pooled sample of 987 adults with relapsing-remitting or progressive multiple sclerosis and mild to moderate impairment, were identified. Most trials had a low or unclear risk of methodological bias. Motivational interviewing, when used in conjunction with other counselling or rehabilitation techniques, resulted in significant immediate medium-to-very large improvements in multiple physical, psychological, social and behavioural outcomes (range: g = .34-2.68). Maintenance effects were promising (range: g = .41-1.11), although less frequently assessed (Nstudies = 5) and of limited duration (1-7 months). Individual and group-based interventions, delivered in-person or by telephone, were all effective. CONCLUSIONS: Motivational interviewing is a flexible counselling technique that may improve rehabilitation care for multiple sclerosis. However, evidence for persisting benefits to health outcomes and behaviour is currently limited.


Assuntos
Promoção da Saúde , Entrevista Motivacional , Esclerose Múltipla/terapia , Humanos , Esclerose Múltipla/complicações , Esclerose Múltipla/psicologia
7.
J Stroke Cerebrovasc Dis ; 28(6): 1519-1528, 2019 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-30928216

RESUMO

GOAL: Depression and anxiety are important complications of stroke but are underdiagnosed in community settings. The current study identified which patients were at increased risk of developing either disorder more than1 year poststroke to assist in targeted screening. METHODS: Crosssectional survey of 147 adults who had a stroke more than 1 year ago were recruited from stroke advocacy/support groups and an outpatient register. Participants completed the Hospital Anxiety and Depression Scale (HADS) and reported whether they had emotional problems as a stroke inpatient (single item: yes/no). Standardized self-report measures evaluated medical (physical independence, health-related quality of life), cognitive (memory, executive functioning), and psychological (social support) variables. Demographic and stroke-related (stroke type, year) information were also recorded. FINDINGS: Between 53% and 80% of respondents (n = 117) screened positive for depressed mood and/or anxiety (HADS subscale cut-offs: ≥8 or ≥4). Logistic regression analyses indicated that stroke survivors who reported having emotional problems as inpatients (odds ratio [OR]: 0.23), were female (OR: 3.42), and had poor health-related quality of life (OR: 0.45-0.53) and cognitive problems (OR: 0.68-0.74), were more likely to screen positive for either disorder. Models based on these variables predicted screening outcomes with 91% accuracy. CONCLUSIONS: Community-based stroke survivors who reported experiencing emotional problems as inpatients, were female, or had poor health-related quality of life (chronic pain, disturbed sleep, communication difficulties) and/or cognitive issues were at greater risk of being depressed/anxious. Targeted screening of these patients may help to identify those who are most in need of more comprehensive clinical assessments and evidence-based interventions.


Assuntos
Ansiedade/diagnóstico , Ansiedade/psicologia , Depressão/diagnóstico , Depressão/psicologia , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/psicologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Ansiedade/epidemiologia , Austrália/epidemiologia , Cognição , Comorbidade , Estudos Transversais , Depressão/epidemiologia , Emoções , Função Executiva , Feminino , Nível de Saúde , Humanos , Masculino , Memória , Saúde Mental , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Prognóstico , Qualidade de Vida , Medição de Risco , Fatores de Risco , Autorrelato , Fatores Sexuais , Apoio Social , Acidente Vascular Cerebral/epidemiologia , Fatores de Tempo
8.
Brain Imaging Behav ; 12(6): 1607-1621, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-29383621

RESUMO

Diffusion tensor imaging quantifies the asymmetry (fractional anisotropy; FA) and amount of water diffusion (mean diffusivity/apparent diffusion coefficient; MD/ADC) and has been used to assess white matter damage following traumatic brain injury (TBI). In healthy brains, diffusion is constrained by the organization of axons, resulting in high FA and low MD/ADC. Following a TBI, diffusion may be altered; however the exact nature of these changes has yet to be determined. A meta-analysis was therefore conducted to determine the location and extent of changes in DTI following adult TBI. The data from 44 studies that compared the FA and/or MD/ADC data from TBI and Control participants in different regions of interest (ROIs) were analyzed. The impact of injury severity, post-injury interval (acute: ≤ 1 week, subacute: 1 week-3 months, chronic: > 3 months), scanner details and acquisition parameters were investigated in subgroup analyses, with the findings indicating that mild TBI should be examined separately to that of moderate to severe injuries. Lower FA values were found in 88% of brain regions following mild TBI and 92% following moderate-severe TBI, compared to Controls. MD/ADC was higher in 95% and 100% of brain regions following mild and moderate-severe TBI, respectively. Moderate to severe TBI resulted in larger changes in FA and MD/ADC than mild TBI. Overall, changes to FA and MD/ADC were widespread, reflecting more symmetric and a higher amount of diffusion, indicative of white matter damage.


Assuntos
Lesões Encefálicas Traumáticas/diagnóstico por imagem , Encéfalo/diagnóstico por imagem , Imagem de Tensor de Difusão , Progressão da Doença , Humanos , Índice de Gravidade de Doença
9.
Regen Med ; 12(1): 91-108, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27977331

RESUMO

AIM: To assess the safety and efficacy of cell therapies for chronic stroke. METHODOLOGY: Five databases were searched for treatments administered >90 days post-stroke. Reporting quality, adherence to research guidelines, treatment safety (risk ratios/pooled incidence rates) and neurological/functional efficacy (Hedge's g) were all evaluated. RESULTS: Twenty-three studies examined 17 treatments. Reporting quality scores were medium to high, but adherence to recommended guidelines was lower. Three treatments resulted in serious adverse events; four improved outcomes more than standard care. However, many studies were under-powered and individual patients varied in their response to some treatments. CONCLUSION: Preliminary findings suggest that some cell therapies may be relatively safe and effective, but larger double-blinded placebo-controlled studies are needed to establish the long-term risks and benefits.


Assuntos
Terapia Baseada em Transplante de Células e Tecidos , Acidente Vascular Cerebral/terapia , Doença Crônica , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prognóstico , Segurança
10.
J Clin Exp Neuropsychol ; 39(6): 547-562, 2017 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-27829310

RESUMO

Alcohol and substance (drugs and/or alcohol) abuse are major risk factors for traumatic brain injury (TBI); however, it remains unclear whether outcomes differ for those with and without a history of preinjury abuse. A meta-analysis was performed to examine this issue. The PubMed, Embase, and PsycINFO databases were searched for research that compared the neuroradiological, cognitive, or psychological outcomes of adults with and without a documented history of alcohol and/or substance abuse who sustained nonpenetrating TBIs. Data from 22 studies were analyzed using a random-effects model: Hedges's g effect sizes measured the mean difference in outcomes of individuals with/without a history of preinjury abuse, and Bayes factors assessed the probability that the outcomes differed. Patients with a history of alcohol and/or substance abuse had poorer neuroradiological outcomes, including reduced hippocampal (g = -0.82) and gray matter volumes (g = -0.46 to -0.82), and enlarged cerebral ventricles (g = -0.73 to -0.80). There were limited differences in cognitive outcomes: Executive functioning (g = -0.51) and memory (g = -0.39 to -0.43) were moderately affected, but attention and reasoning were not. The findings for fine motor ability, construction, perception, general cognition, and language were inconclusive. Postinjury substance and alcohol use (g = -0.97 to -1.07) and emotional functioning (g = -0.29 to -0.44) were worse in those with a history of alcohol and/or substance abuse (psychological outcomes). This study highlighted the type and extent of post-TBI differences between persons with and without a history of alcohol or substance abuse, many of which may hamper recovery. However, variation in the criteria for premorbid abuse, limited information regarding the history of abuse, and an absence of preinjury baseline data prevented an assessment of whether the differences predated the TBI, occurred as a result of ongoing alcohol/substance abuse, or reflected the cumulative impact of alcohol/substance abuse and TBI.


Assuntos
Alcoolismo/terapia , Lesões Encefálicas Traumáticas/terapia , Transtornos Relacionados ao Uso de Substâncias/terapia , Adulto , Idoso , Alcoolismo/complicações , Alcoolismo/psicologia , Teorema de Bayes , Lesões Encefálicas Traumáticas/complicações , Lesões Encefálicas Traumáticas/psicologia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Transtornos Relacionados ao Uso de Substâncias/complicações , Transtornos Relacionados ao Uso de Substâncias/psicologia , Resultado do Tratamento
11.
Pain Med ; 17(12): 2203-2217, 2016 12.
Artigo em Inglês | MEDLINE | ID: mdl-28025355

RESUMO

OBJECTIVES: To examine: 1) whether a single brief pre-clinic educational session improved the well-being and quality of life of individuals entering the wait-list for a tertiary chronic pain (CP) service; and 2) the impact of waiting for services on these outcomes. METHODS: Participants were 346 adults, with basic English skills and non-urgent triage codes, who were recruited on referral to a tertiary Australian metropolitan CP unit. Participants were randomized across two conditions: "treatment as usual" (normal wait-list) and "experimental" (normal wait-list plus a 3-hour CP educational session). The educational session encouraged self-management and life engagement despite pain. Multiple outcomes (pain acceptance, pain-related interference, psychological distress, health care utilization [frequency, types], quality of life, health knowledge/beliefs), as well as pain severity and symptom exaggeration, were assessed at intake and again at 2 weeks and 6 months post-educational session (or equivalent for the wait-list group). RESULTS: Satisfaction with the educational session was moderate-to-high, but attendance was not associated with improved outcomes. At 2 weeks, all study participants reported significant improvements in pain acceptance (willingness, overall acceptance), health care utilization (frequency) and quality of life (physical), which were maintained/enhanced at 6 months. Use of psychological and physical therapies increased significantly by 6 months. There was no functional deterioration while wait-listed. CONCLUSIONS: Attending a brief pre-clinic education session did not improve function. There was no deterioration in wait-listed participants who agreed to be involved in research and who completed study measures at 2 and 6 months, but referral was associated with short-term functional improvements. This is the first study to link positive change with referral to, rather than treatment by, a tertiary CP service.


Assuntos
Dor Crônica/psicologia , Manejo da Dor/métodos , Educação de Pacientes como Assunto/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Austrália , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Satisfação do Paciente , Qualidade de Vida , Listas de Espera , Adulto Jovem
12.
Regen Med ; 11(7): 725-41, 2016 10.
Artigo em Inglês | MEDLINE | ID: mdl-27580670

RESUMO

AIMS: To evaluate the safety and efficacy of cell therapies administered acutely/sub-acutely after stroke. METHODS: Five databases were searched for studies examining the safety/efficacy of cell therapies administered ≤90 days post-stroke. Reporting quality and adherence to research guidelines were evaluated. Safety and efficacy were assessed using risk ratios/pooled incidence rates and Hedge's g, respectively. RESULTS: 11 therapies (Nstudies= 28) were trialed: reporting quality was high, but adherence to guidelines low. Serious adverse events were observed following five treatments; six improved outcomes. There was a trend toward larger treatment effects in non-blinded studies, younger participants, and higher dosages. CONCLUSION: Although a number of therapies appear effective, many studies did not control for normal recovery (standard-care). Long-term safety also needs to be established.


Assuntos
Terapia Baseada em Transplante de Células e Tecidos , Acidente Vascular Cerebral/terapia , Doença Aguda , Humanos , Segurança
13.
Dev Neuropsychol ; 41(3): 176-200, 2016 04.
Artigo em Inglês | MEDLINE | ID: mdl-27232263

RESUMO

This study meta-analyzed research examining relationships between diffusion tensor imaging and cognition following pediatric traumatic brain injury (TBI). Data from 14 studies that correlated fractional anisotropy (FA) or apparent diffusion coefficient/mean diffusivity with cognition were analyzed. Short-term (<4 weeks post-TBI) findings were inconsistent, but, in the medium to long term, FA values for numerous large white matter tracts and the whole brain were related to cognition. However, the analyses were limited by the diversity of brain regions and cognitive outcomes that have been examined; all in relatively small samples. Moreover, additional data are needed to investigate the impact of age and injury severity on these findings.


Assuntos
Lesões Encefálicas/patologia , Encéfalo/patologia , Transtornos Cognitivos/patologia , Cognição/fisiologia , Imagem de Tensor de Difusão/métodos , Anisotropia , Lesões Encefálicas Traumáticas , Criança , Feminino , Humanos , Masculino , Índice de Gravidade de Doença , Substância Branca
14.
Neuroimage ; 129: 247-259, 2016 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-26827816

RESUMO

Identifying diffuse axonal injury (DAI) in patients with traumatic brain injury (TBI) presenting with normal appearing radiological MRI presents a significant challenge. Neuroimaging methods such as diffusion MRI and probabilistic tractography, which probe the connectivity of neural networks, show significant promise. We present a machine learning approach to classify TBI participants primarily with mild traumatic brain injury (mTBI) based on altered structural connectivity patterns derived through the network based statistical analysis of structural connectomes generated from TBI and age-matched control groups. In this approach, higher order diffusion models were used to map white matter connections between 116 cortical and subcortical regions. Tracts between these regions were generated using probabilistic tracking and mean fractional anisotropy (FA) measures along these connections were encoded in the connectivity matrices. Network-based statistical analysis of the connectivity matrices was performed to identify the network differences between a representative subset of the two groups. The affected network connections provided the feature vectors for principal component analysis and subsequent classification by random forest. The validity of the approach was tested using data acquired from a total of 179 TBI patients and 146 controls participants. The analysis revealed altered connectivity within a number of intra- and inter-hemispheric white matter pathways associated with DAI, in consensus with existing literature. A mean classification accuracy of 68.16%±1.81% and mean sensitivity of 80.0%±2.36% were achieved in correctly classifying the TBI patients evaluated on the subset of the participants that was not used for the statistical analysis, in a 10-fold cross-validation framework. These results highlight the potential for statistical machine learning approaches applied to structural connectomes to identify patients with diffusive axonal injury.


Assuntos
Lesões Encefálicas Traumáticas/diagnóstico por imagem , Lesão Axonal Difusa/diagnóstico por imagem , Imagem de Tensor de Difusão/métodos , Aprendizado de Máquina , Substância Branca/patologia , Adulto , Conectoma/métodos , Feminino , Humanos , Interpretação de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Vias Neurais/patologia
15.
Neurosci Biobehav Rev ; 55: 573-93, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26054792

RESUMO

Brain/biological (BR) and cognitive/neural reserve (CR) have increasingly been used to explain some of the variability that occurs as a consequence of normal ageing and neurological injuries or disease. However, research evaluating the impact of reserve on outcomes after adult traumatic brain injury (TBI) has yet to be quantitatively reviewed. This meta-analysis consolidated data from 90 studies (published prior to 2015) that either examined the relationship between measures of BR (genetics, age, sex) or CR (education, premorbid IQ) and outcomes after TBI or compared the outcomes of groups with high and low reserve. The evidence for genetic sources of reserve was limited and often contrary to prediction. APOE ∈4 status has been studied most, but did not have a consistent or sizeable impact on outcomes. The majority of studies found that younger age was associated with better outcomes, however most failed to adjust for normal age-related changes in cognitive performance that are independent of a TBI. This finding was reversed (older adults had better outcomes) in the small number of studies that provided age-adjusted scores; although it remains unclear whether differences in the cause and severity of injuries that are sustained by younger and older adults contributed to this finding. Despite being more likely to sustain a TBI, males have comparable outcomes to females. Overall, as is the case in the general population, higher levels of education and pre-morbid IQ are both associated with better outcomes.


Assuntos
Lesões Encefálicas/fisiopatologia , Lesões Encefálicas/psicologia , Encéfalo/fisiopatologia , Reserva Cognitiva/fisiologia , Recuperação de Função Fisiológica , Adulto , Fatores Etários , Encéfalo/metabolismo , Lesões Encefálicas/genética , Escolaridade , Feminino , Humanos , Inteligência , Masculino , Pessoa de Meia-Idade , Fatores Sexuais , Adulto Jovem
16.
Pain Med ; 16(6): 1221-37, 2015 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-25727877

RESUMO

OBJECTIVE: To document staffing (medical, nursing, allied health [AH], administrative) in Australian multidisciplinary persistent pain services and relate them to clinical activity levels. METHODS: Of the 68 adult outpatient persistent pain services approached (Dec'08-Jan'10), 45 agreed to participate, received over 100 referrals/year, and met the contemporaneous International Association for the Study of Pain criteria for Level 1 or 2 multidisciplinary services. Structured interviews with Clinical Directors collected quantitative data regarding staff resources (disciplines, amount), services provided, funding models, and activity levels. RESULTS: Compared with Level 2 clinics, Level 1 centers reported higher annual demand (referrals), clinical activity (patient numbers) and absolute numbers of medical, nursing and administrative staff, but comparable numbers of AH staff. When staffing was assessed against activity levels, medical and nursing resources were consistent across services, but Level 1 clinics had relatively fewer AH and administrative staff. Metropolitan and rural services reported comparable activity levels and discipline-specific staff ratios (except occupational therapy). The mean annual AH staffing for pain management group programs was 0.03 full-time equivalent staff per patient. CONCLUSIONS: Reasonable consistency was demonstrated in the range and mix of most disciplines employed, suggesting they represented workable clinical structures. The greater number of medical and nursing staff within Level 1 clinics may indicate a lower multidisciplinary focus, but this needs further exploration. As the first multidisciplinary staffing data for persistent pain clinics, this provides critical information for designing and implementing clinical services. Mapping against clinical outcomes to demonstrate the impact of staffing patterns on safe and efficacious treatment delivery is required.


Assuntos
Pessoal de Saúde/normas , Clínicas de Dor/normas , Dor/epidemiologia , Admissão e Escalonamento de Pessoal/normas , Centros de Atenção Terciária/normas , Austrália/epidemiologia , Pessoal de Saúde/tendências , Humanos , Dor/diagnóstico , Clínicas de Dor/provisão & distribuição , Clínicas de Dor/tendências , Manejo da Dor/normas , Manejo da Dor/tendências , Admissão e Escalonamento de Pessoal/tendências , Centros de Atenção Terciária/provisão & distribuição , Centros de Atenção Terciária/tendências
17.
Br J Clin Psychol ; 54(3): 345-60, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-25772553

RESUMO

OBJECTIVES: Chronic pain (CP; >3 months) is a common condition that is associated with significant psychological problems. Many people with CP do not fit into discrete diagnostic categories, limiting the applicability of research that is specific to a particular pain diagnosis. This meta-analysis synthesized the large extant literature from a general CP, rather than diagnosis-specific, perspective to systematically identify and compare the psychological problems most commonly associated with CP. METHODS: Four databases were searched from inception to December 2013 (PsychINFO, The Cochrane Library, Scopus, and PubMed) for studies comparing the psychological functioning of adults with CP to healthy controls. Data from 110 studies were meta-analysed and Cohen's d effect sizes calculated. RESULTS: The CP group reported experiencing significant problems in a range of psychological domains (depression, anxiety, somatization, anger/hostility, self-efficacy, self-esteem and general emotional functioning), with the largest effects observed for pain anxiety/concern and somatization; followed by anxiety and self-efficacy; and then depression, anger/hostility, self-esteem and general emotional functioning. CONCLUSIONS: This study demonstrates, for the first time, that individuals with CP are more likely to experience physically focussed psychological problems than other psychological problems and that, unlike self-efficacy, fear of pain is intrinsically tied to the CP experience. This challenges the prevailing view that, for individuals with CP, problems with depression are either equal to, or greater than, problems with anxiety, thereby providing important information to guide therapeutic targets. PRACTITIONER POINTS: Positive clinical implications: This is the first time that the CP literature has been synthesized from a general perspective to examine psychological functioning in the presence of CP and provide practical recommendations for assessment and therapy. Individuals with CP were most likely to experience psychological problems in physically focussed areas - namely pain anxiety/concern and somatization. Although fear of pain was intrinsically tied to the CP experience, self-efficacy was not. CP was more strongly associated with anxiety than with depression. Limitations The study focuses on the general CP literature, adults and research-utilizing self-report measures. Meta-analyses are limited by the empirical literature on which they are based.


Assuntos
Ira , Ansiedade/etiologia , Dor Crônica/psicologia , Depressão/etiologia , Qualidade de Vida , Transtornos Somatoformes/etiologia , Estresse Psicológico/etiologia , Adulto , Bases de Dados Factuais , Medo , Feminino , Hostilidade , Humanos , Masculino , Pessoa de Meia-Idade , Autoimagem , Autoeficácia
18.
J Neurotrauma ; 31(7): 658-69, 2014 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-24228916

RESUMO

Clinical research into outcomes after traumatic brain injury (TBI) frequently combines injuries that have been sustained through different causes (e.g., car accidents, assaults, and falls), the effect of which is not well understood. This study examined the contribution of injury-related psychological trauma­which is more commonly associated with specific types of injuries­to outcomes after nonpenetrating TBI in order to determine whether it may be having a differential effect in samples containing mixed injuries. Data from three groups that were prospectively recruited for two larger studies were compared: one that sustained a TBI as a result of physical assaults (i.e., psychologically traumatizing) and another as a result of sporting injuries (i.e., nonpsychologically traumatizing), as well as an orthopedic control group (OC). Psychosocial and emotional (postconcussion symptoms, injury-related stress, and depression), cognitive (memory, abstract reasoning, problem solving, and verbal fluency), and functional (general outcome; resumption of home, social, and work roles) outcomes were all assessed. The TBI(assault) group reported significantly poorer psychosocial and emotional outcomes and higher rates of litigation (criminal rather than civil) than both the TBI(sport) and OC groups approximately 6 months postinjury, but there were no differences in the cognitive or functional outcomes of the three groups. The findings suggest that the cause of a TBI may assist in explaining some of the differences in outcomes of people who have seemingly comparable injuries. Involvement in litigation and the cause of an injury may also be confounded, which may lead to the erroneous conclusion that litigants have poorer outcomes.


Assuntos
Traumatismos em Atletas/psicologia , Lesões Encefálicas/etiologia , Lesões Encefálicas/psicologia , Violência/psicologia , Adulto , Feminino , Humanos , Masculino , Recuperação de Função Fisiológica
19.
Neuropsychology ; 28(3): 394-405, 2014 May.
Artigo em Inglês | MEDLINE | ID: mdl-24364389

RESUMO

OBJECTIVE: The purpose of this study was to examine the relationship between subjective and objective assessments of memory and attention in people with chronic fatigue syndrome (CFS), using tests that have previously detected deficits in CFS samples and measures of potential confounds. METHOD: Fifty people with CFS and 50 healthy controls were compared on subjective (memory and attention symptom severity, Cognitive Failures Questionnaire, Everyday Attention Questionnaires) and objective (California Verbal Learning Test, Rey-Osterreith Complex Figure Test, Paced Auditory Serial Addition Test, Stroop task) measures of memory and attention. Fatigue, sleep, depression, and anxiety were also assessed. RESULTS: The CFS group reported experiencing more cognitive problems than the controls, but the two groups did not differ on the cognitive tests. Scores on the subjective and objective measures were not correlated in either group. Depression was positively correlated with increased severity of cognitive problems in both the CFS and control groups. CONCLUSIONS: There is little evidence for a relationship between subjective and objective measures of cognitive functioning for both people with CFS and healthy controls, which suggests that they may be capturing different constructs. Problems with memory and attention in everyday life are a significant part of CFS. Depression appears to be related to subjective problems but does not fully explain them.


Assuntos
Transtornos Cognitivos/diagnóstico , Transtornos Cognitivos/etiologia , Síndrome de Fadiga Crônica/complicações , Síndrome de Fadiga Crônica/psicologia , Adolescente , Adulto , Análise de Variância , Ansiedade/etiologia , Atenção/fisiologia , Depressão/etiologia , Feminino , Humanos , Masculino , Memória/fisiologia , Pessoa de Meia-Idade , Testes Neuropsicológicos , Escalas de Graduação Psiquiátrica , Autorrelato , Sono/fisiologia , Adulto Jovem
20.
J Arthroplasty ; 29(2): 261-7.e1, 2014 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-23890520

RESUMO

This meta-analysis consolidated the research on postoperative cognitive dysfunction (POCD) following total joint arthroplasty (TJA). Data from 17 studies that assessed cognition pre- and post-surgery in TJA patients alone (15 studies) or matched TJA and control groups (2 studies) were analysed. Results were grouped by cognitive domain (memory, attention, language, speed, general cognition) and follow-up interval (pre-discharge, 3-6 months post-surgery). The TJA data revealed small declines in reaction time and general cognition pre-discharge, but no evidence of decline 3-6 months post-surgery. Very limited TJA and Control data indicated no group differences in the changes to performance over time; however, the TJA group was cognitively compromised pre- and post-surgery compared to Controls. Further appropriately controlled research is required to clarify whether POCD commonly occurs after TJA.


Assuntos
Artroplastia de Quadril/efeitos adversos , Artroplastia do Joelho/efeitos adversos , Transtornos Cognitivos/etiologia , Idoso , Feminino , Humanos , Masculino , Período Pós-Operatório
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