Stroke severity mediates the effect of socioeconomic disadvantage on poor outcomes among patients with intracerebral hemorrhage
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, plaus...
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Published in | Frontiers in neurology Vol. 14; p. 1176924 |
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Main Authors | , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
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Frontiers Media S.A
13.06.2023
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ISSN | 1664-2295 1664-2295 |
DOI | 10.3389/fneur.2023.1176924 |
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Abstract | 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.
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.
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];
= 0.024), severe CSVD (2.14 [1.42-3.21];
< 0.001), moderate (8.03 [2.76-17.15]; p < 0.001), moderate-severe (32.79 [11.52-93.29];
< 0.001), and severe stroke (104.19 [37.66-288.12];
< 0.001) were associated with severe disability or death. In multivariable modelling, severe CSVD (3.42 [1.75-6.69];
< 0.001) and moderate (5.84 [2.27-15.01],
< 0.001), moderate-severe (27.59 [7.34-103.69],
< 0.001), and severe stroke (36.41 [9.90-133.85];
< 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 (
= 0.005), while CSVD accounted for 4.9% (
= 0.524).
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. |
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AbstractList | 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.
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.
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];
= 0.024), severe CSVD (2.14 [1.42-3.21];
< 0.001), moderate (8.03 [2.76-17.15]; p < 0.001), moderate-severe (32.79 [11.52-93.29];
< 0.001), and severe stroke (104.19 [37.66-288.12];
< 0.001) were associated with severe disability or death. In multivariable modelling, severe CSVD (3.42 [1.75-6.69];
< 0.001) and moderate (5.84 [2.27-15.01],
< 0.001), moderate-severe (27.59 [7.34-103.69],
< 0.001), and severe stroke (36.41 [9.90-133.85];
< 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 (
= 0.005), while CSVD accounted for 4.9% (
= 0.524).
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. BackgroundSocioeconomic 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.MethodsElectronic 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.ResultsA 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).ConclusionCSVD 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. 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.BackgroundSocioeconomic 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.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.MethodsElectronic 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.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).ResultsA 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).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.ConclusionCSVD 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. |
Author | Garg, Tanu Bako, Abdulaziz McCane, Charles D. Gadhia, Rajan Chiu, David Johnson, Carnayla Misra, Vivek Volpi, John Baig, Eman Britz, Gavin Kelly, Hannah Potter, Thomas B. H. Tannous, Jonika Pan, Alan P. Vahidy, Farhaan S. |
AuthorAffiliation | 1 Department of Neurosurgery, Houston Methodist , Houston, TX , United States 6 Department of Neurological Surgery, Houston Methodist Neurological Institute, Houston Methodist , Houston, TX , United States 2 Center for Health Data Science and Analytics, Houston Methodist , Houston, TX , United States 7 Department of Population Health Sciences, Weill Cornell Medicine , White Plains, NY , United States 4 Department of Neurology, Weill Cornell Medicine , White Plains, NY , United States 5 Department of Neurology, Houston Methodist Academic Institute, Houston Methodist , Houston, TX , United States 3 Department of Neurology, Houston Methodist , Houston, TX , United States |
AuthorAffiliation_xml | – name: 2 Center for Health Data Science and Analytics, Houston Methodist , Houston, TX , United States – name: 3 Department of Neurology, Houston Methodist , Houston, TX , United States – name: 6 Department of Neurological Surgery, Houston Methodist Neurological Institute, Houston Methodist , Houston, TX , United States – name: 4 Department of Neurology, Weill Cornell Medicine , White Plains, NY , United States – name: 7 Department of Population Health Sciences, Weill Cornell Medicine , White Plains, NY , United States – name: 1 Department of Neurosurgery, Houston Methodist , Houston, TX , United States – name: 5 Department of Neurology, Houston Methodist Academic Institute, Houston Methodist , Houston, TX , United States |
Author_xml | – sequence: 1 givenname: Thomas B. H. surname: Potter fullname: Potter, Thomas B. H. – sequence: 2 givenname: Jonika surname: Tannous fullname: Tannous, Jonika – sequence: 3 givenname: Alan P. surname: Pan fullname: Pan, Alan P. – sequence: 4 givenname: Abdulaziz surname: Bako fullname: Bako, Abdulaziz – sequence: 5 givenname: Carnayla surname: Johnson fullname: Johnson, Carnayla – sequence: 6 givenname: Eman surname: Baig fullname: Baig, Eman – sequence: 7 givenname: Hannah surname: Kelly fullname: Kelly, Hannah – sequence: 8 givenname: Charles D. surname: McCane fullname: McCane, Charles D. – sequence: 9 givenname: Tanu surname: Garg fullname: Garg, Tanu – sequence: 10 givenname: Rajan surname: Gadhia fullname: Gadhia, Rajan – sequence: 11 givenname: Vivek surname: Misra fullname: Misra, Vivek – sequence: 12 givenname: John surname: Volpi fullname: Volpi, John – sequence: 13 givenname: Gavin surname: Britz fullname: Britz, Gavin – sequence: 14 givenname: David surname: Chiu fullname: Chiu, David – sequence: 15 givenname: Farhaan S. surname: Vahidy fullname: Vahidy, Farhaan S. |
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CitedBy_id | crossref_primary_10_1016_j_cccb_2023_100194 |
Cites_doi | 10.5853/jos.2015.17.2.101 10.1186/s12889-020-08629-1 10.1371/journal.pone.0181196 10.2105/AJPH.93.7.1137 10.1097/PSY.0000000000000408 10.1056/NEJMp1802313 10.1016/j.jstrokecerebrovasdis.2018.06.029 10.1177/0963689718795148 10.1001/archpsyc.59.9.785 10.1161/01.STR.32.4.891 10.1161/STROKEAHA.119.025061 10.1093/cvr/cvy113 10.1042/CS20160381 10.1159/000054765 10.1007/s00415-018-09177-w 10.1017/cjn.2016.411 10.1186/s41983-019-0056-0 10.1111/ene.13271 10.1007/s00415-018-9059-5 10.1161/STROKEAHA.120.030446 10.1371/journal.pone.0084702 10.1080/08964289.2019.1585327 10.1161/CIRCOUTCOMES.113.000089 10.1161/HYPERTENSIONAHA.107.100610 10.1007/s10072-018-3495-y 10.1161/STROKEAHA.112.669580 10.1093/aje/kwv337 10.1161/STROKEAHA.117.016990 10.1037/0022-3514.51.6.1173 10.1016/j.jphys.2013.12.012 10.5811/westjem.2013.9.18584 10.1186/s12883-018-1017-4 10.1016/j.jns.2019.01.013 10.1631/jzus.B1300109 |
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Copyright | Copyright © 2023 Potter, Tannous, Pan, Bako, Johnson, Baig, Kelly, McCane, Garg, Gadhia, Misra, Volpi, Britz, Chiu and Vahidy. Copyright © 2023 Potter, Tannous, Pan, Bako, Johnson, Baig, Kelly, McCane, Garg, Gadhia, Misra, Volpi, Britz, Chiu and Vahidy. 2023 Potter, Tannous, Pan, Bako, Johnson, Baig, Kelly, McCane, Garg, Gadhia, Misra, Volpi, Britz, Chiu and Vahidy |
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Keywords | cerebral small vessel disease socioeconomic disadvantage intracerebral hemorrhagic stroke mediation analysis patient outcomes |
Language | English |
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SubjectTerms | cerebral small vessel disease intracerebral hemorrhagic stroke mediation analysis Neurology patient outcomes socioeconomic disadvantage |
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Title | Stroke severity mediates the effect of socioeconomic disadvantage on poor outcomes among patients with intracerebral hemorrhage |
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