TY - JOUR
T1 - Stroke severity mediates the effect of socioeconomic disadvantage on poor outcomes among patients with intracerebral hemorrhage
AU - Potter, Thomas B.H.
AU - Tannous, Jonika
AU - Pan, Alan P.
AU - Bako, Abdulaziz
AU - Johnson, Carnayla
AU - Baig, Eman
AU - Kelly, Hannah
AU - McCane, Charles D.
AU - Garg, Tanu
AU - Gadhia, Rajan
AU - Misra, Vivek
AU - Volpi, John
AU - Britz, Gavin
AU - Chiu, David
AU - Vahidy, Farhaan S.
N1 - Publisher Copyright:
Copyright © 2023 Potter, Tannous, Pan, Bako, Johnson, Baig, Kelly, McCane, Garg, Gadhia, Misra, Volpi, Britz, Chiu and Vahidy.
PY - 2023
Y1 - 2023
N2 - BACKGROUND: Socioeconomic deprivation drives poor functional outcomes after intracerebral hemorrhage (ICH). Stroke severity and background cerebral small vessel disease (CSVD) burden have each been linked to socioeconomic status and independently contribute to worse outcomes after ICH, providing distinct, plausible pathways for the effects of deprivation. We investigate whether admission stroke severity or cerebral small vessel disease (CSVD) mediates the effect of socioeconomic deprivation on 90-day functional outcomes.METHODS: Electronic medical record data, including demographics, treatments, comorbidities, and physiological data, were analyzed. CSVD burden was graded from 0 to 4, with severe CSVD categorized as ≥3. High deprivation was assessed for patients in the top 30% of state-level area deprivation index scores. Severe disability or death was defined as a 90-day modified Rankin Scale score of 4-6. Stroke severity (NIH stroke scale (NIHSS)) was classified as: none (0), minor (1-4), moderate (5-15), moderate-severe (16-20), and severe (21+). Univariate and multivariate associations with severe disability or death were determined, with mediation evaluated through structural equation modelling.RESULTS: A total of 677 patients were included (46.8% female; 43.9% White, 27.0% Black, 20.7% Hispanic, 6.1% Asian, 2.4% Other). In univariable modelling, high deprivation (odds ratio: 1.54; 95% confidence interval: [1.06-2.23];
p = 0.024), severe CSVD (2.14 [1.42-3.21];
p < 0.001), moderate (8.03 [2.76-17.15]; p < 0.001), moderate-severe (32.79 [11.52-93.29];
p < 0.001), and severe stroke (104.19 [37.66-288.12];
p < 0.001) were associated with severe disability or death. In multivariable modelling, severe CSVD (3.42 [1.75-6.69];
p < 0.001) and moderate (5.84 [2.27-15.01],
p < 0.001), moderate-severe (27.59 [7.34-103.69],
p < 0.001), and severe stroke (36.41 [9.90-133.85];
p < 0.001) independently increased odds of severe disability or death; high deprivation did not. Stroke severity mediated 94.1% of deprivation's effect on severe disability or death (
p = 0.005), while CSVD accounted for 4.9% (
p = 0.524).
CONCLUSION: CSVD contributed to poor functional outcome independent of socioeconomic deprivation, while stroke severity mediated the effects of deprivation. Improving awareness and trust among disadvantaged communities may reduce admission stroke severity and improve outcomes.
AB - BACKGROUND: Socioeconomic deprivation drives poor functional outcomes after intracerebral hemorrhage (ICH). Stroke severity and background cerebral small vessel disease (CSVD) burden have each been linked to socioeconomic status and independently contribute to worse outcomes after ICH, providing distinct, plausible pathways for the effects of deprivation. We investigate whether admission stroke severity or cerebral small vessel disease (CSVD) mediates the effect of socioeconomic deprivation on 90-day functional outcomes.METHODS: Electronic medical record data, including demographics, treatments, comorbidities, and physiological data, were analyzed. CSVD burden was graded from 0 to 4, with severe CSVD categorized as ≥3. High deprivation was assessed for patients in the top 30% of state-level area deprivation index scores. Severe disability or death was defined as a 90-day modified Rankin Scale score of 4-6. Stroke severity (NIH stroke scale (NIHSS)) was classified as: none (0), minor (1-4), moderate (5-15), moderate-severe (16-20), and severe (21+). Univariate and multivariate associations with severe disability or death were determined, with mediation evaluated through structural equation modelling.RESULTS: A total of 677 patients were included (46.8% female; 43.9% White, 27.0% Black, 20.7% Hispanic, 6.1% Asian, 2.4% Other). In univariable modelling, high deprivation (odds ratio: 1.54; 95% confidence interval: [1.06-2.23];
p = 0.024), severe CSVD (2.14 [1.42-3.21];
p < 0.001), moderate (8.03 [2.76-17.15]; p < 0.001), moderate-severe (32.79 [11.52-93.29];
p < 0.001), and severe stroke (104.19 [37.66-288.12];
p < 0.001) were associated with severe disability or death. In multivariable modelling, severe CSVD (3.42 [1.75-6.69];
p < 0.001) and moderate (5.84 [2.27-15.01],
p < 0.001), moderate-severe (27.59 [7.34-103.69],
p < 0.001), and severe stroke (36.41 [9.90-133.85];
p < 0.001) independently increased odds of severe disability or death; high deprivation did not. Stroke severity mediated 94.1% of deprivation's effect on severe disability or death (
p = 0.005), while CSVD accounted for 4.9% (
p = 0.524).
CONCLUSION: CSVD contributed to poor functional outcome independent of socioeconomic deprivation, while stroke severity mediated the effects of deprivation. Improving awareness and trust among disadvantaged communities may reduce admission stroke severity and improve outcomes.
KW - cerebral small vessel disease
KW - intracerebral hemorrhagic stroke
KW - mediation analysis
KW - patient outcomes
KW - socioeconomic disadvantage
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U2 - 10.3389/fneur.2023.1176924
DO - 10.3389/fneur.2023.1176924
M3 - Article
C2 - 37384280
AN - SCOPUS:85163680149
SN - 1664-2295
VL - 14
SP - 1176924
JO - Frontiers in Neurology
JF - Frontiers in Neurology
M1 - 1176924
ER -