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Predictors of dysphagia screening and pneumonia among patients with acute ischaemic stroke in China: findings from the Chinese Stroke Center Alliance (CSCA)

Jianshu Liang, Zhike Yin, Zixiao Li, Hongqiu Gu, Kaixuan Yang, Yunyun Xiong, Yongjun Wang, Chunjuan Wang
DOI: 10.1136/svn-2020-000746 Published 2 September 2022
Jianshu Liang
1 Nursing Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Zhike Yin
1 Nursing Department, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
2 Department of Neurology, Vascular Neurology, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Zixiao Li
3 Department of Neurology, Vascular Neurology, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
4 Research Unit of Artificial Intelligence in Cerebrovascular Disease, Chinese Academy of Medical Sciences, Beijing, China
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Hongqiu Gu
5 China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Kaixuan Yang
5 China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Yunyun Xiong
3 Department of Neurology, Vascular Neurology, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Yongjun Wang
3 Department of Neurology, Vascular Neurology, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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Chunjuan Wang
3 Department of Neurology, Vascular Neurology, China National Clinical Research Center for Neurological Diseases, Beijing Tiantan Hospital, Capital Medical University, Beijing, China
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    Figure 1

    Patient flow chart. CSCA, Chinese Stroke Center Alliance.

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  • Table 1

    Baseline characteristics of patients with and without DS

    VariablesTotal, n (%)
    N=790 811
    Documented DS, n (%)
    N=622 718 (78.7%)
    No documented DS, n (%)
    N=168 093 (21.3%)
    ASD
    Age, mean (SE)66.2 (12.0)66.2 (12.0)65.8 (11.9)3.3
    Male494 756 (62.6)390 000 (62.6)104 756 (62.3)0.6
    Arrival by EMS82 859 (10.5)66 569 (10.7)16 290 (9.7)3.3
    Admission NIHSS score, median (IQR)*3.0 (2.0–6.0)3.0 (2.0–6.0)3.0 (2.0–6.0)5.7
     0–3347 950 (44.0)290 681 (46.7)57 269 (34.1)25.9
     4–14251 270 (31.8)211 311 (33.9)39 959 (23.8)22.4
     ≥1534 051 (4.3)27 072 (4.3)6979 (4.2)0.5
    Hospitalised in SUs193 968 (24.5)162 518 (26.1)31 450 (18.7)17.8
    Medical history
     Stroke/TIA263 769 (33.4)203 928 (32.7)59 841 (35.6)6.1
     Hypertension509 975 (64.5)405 731 (65.2)104 244 (62.0)6.7
     Diabetes mellitus170 334 (21.5)136 209 (21.9)34 125 (20.3)3.9
     Dyslipidaemia61 111 (7.7)47 051 (7.6)14 060 (8.4)2.9
     CHD/previous MI69 357 (8.8)55 383 (8.9)13 974 (8.3)2.1
     Atrial fibrillation39 276 (5.0)31 983 (5.1)7293 (4.3)3.8
     Carotid stenosis10 288 (1.3)8152 (1.3)2136 (1.3)<0.01
     PVD13 775 (1.7)10 760 (1.7)3015 (1.8)0.8
     Heart failure7884 (1.0)6351 (1.0)1533 (0.9)1.0
     Dementia3743 (0.5)3096 (0.5)647 (0.4)1.5
     Smoking293 172 (37.1)232 940 (37.4)60 232 (35.8)3.3
     Alcoholism185 420 (23.4)147 324 (23.7)38 096 (22.7)2.4
    Region
     Eastern367 586 (46.5)294 309 (47.3)73 277 (43.6)7.4
     Central258 162 (32.6)194 643 (31.3)63 519 (37.8)13.7
     Western165 063 (20.9)133 766 (21.5)31 297 (18.6)7.2
    Hospital grade
     Secondary307 090 (38.8)239 975 (38.5)67 115 (39.9)2.9
     Tertiary483 721 (61.2)382 743 (61.5)100 978 (60.1)2.9
    • *The NIHSS score was missing for 157 540 (19.9%) patients.

    • .ASDs, absolute standardised differences; CHD, coronary heart disease; DS, dysphagia screening; EMS, emergency medical services; MI, myocardial infarction; NIHSS, National Institute of Health Stroke Scale; PVD, peripheral vascular disease; SUs, stroke units; TIA, transient ischaemic attack.

  • Table 2

    Multivariable models of factors associated with documentation of DS

    VariablePatients with and without NIHSS scores, N=790 811Patients with NIHSS scores, N=633 271
    OR (95% CI)P valueOR (95% CI)P value
    Hospitalised in SUs1.50 (1.48 to 1.52)<0.00011.38 (1.36 to 1.40)<0.0001
    Medical history
     Stroke/TIA0.87 (0.86 to 0.88)<0.00010.89 (0.88 to 0.91)<0.0001
     Hypertension1.16 (1.14 to 1.17)<0.00011.13 (1.11 to 1.14)<0.0001
     Diabetes mellitus1.10 (1.08 to 1.11)<0.00011.10 (1.08 to 1.12)<0.0001
     Atrial fibrillation1.19 (1.16 to 1.22)<0.00011.20 (1.16 to 1.24)<0.0001
     Smoking1.09 (1.07 to 1.10)<0.00011.02 (1.01 to 1.04)0.0006
    Hospital grade (tertiary vs secondary)0.98 (0.97 to 1.00)0.00610.97 (0.96 to 0.99)<0.0001
    Region, Western (reference)
     Eastern0.95 (0.94 to 0.97)<0.00011.00 (0.98 to 1.02)0.8113
     Central0.75 (0.74 to 0.76)<0.00010.81 (0.80 to 0.83)<0.0001
    Admission NIHSS score (per 1-point increase)*——0.99 (0.99 to 0.99)<0.0001
    • The first column includes all patients; the second column is restricted to patients with available admission NIHSS scores.

    • *Admission NIHSS score not included due to missing data in 19.9% of patients.

    • DS, dysphagia screening; NIHSS, National Institute of Health Stroke Scale; SU, stroke unit; TIA, transient ischaemic attack.

  • Table 3

    Baseline characteristics of patients with and without pneumonia

    VariablesTotal, n (%)
    N=790 811
    Pneumonia, n (%)
    N=64 398 (8.1%)
    No pneumonia, n (%)
    N=726 413 (91.9%)
    ASD
    Age, mean (SE)66.2 (12.0)72.5 (11.3)65.6 (11.9)60.3
    Male494 756 (62.6)39 435 (61.2)455 321 (62.7)3.1
    Arrival by EMS82 859 (10.5)14 191 (22.0)68 668 (9.5)34.8
    Admission NIHSS score, median (IQR)*3.0 (2.0–6.0)7.0 (3.0–13.0)3.0 (1.0–5.0)80.4
     0–3347 950 (44.0)14 169 (22.0)333 781 (45.9)52.2
     4–14251 270 (31.8)26 305 (40.8)224 965 (31.0)20.5
     ≥1534 051 (4.3)11 424 (17.7)22 627 (3.1)49.3
    Hospitalised in SUs193 968 (24.5)19 280 (29.9)174 688 (24.0)13.3
    Medical history
     Stroke/TIA263 769 (33.4)25 103 (39.0)238 666 (32.9)12.7
     Hypertension509 975 (64.5)41 991 (65.2)467 984 (64.4)1.7
     Diabetes mellitus170 334 (21.5)13 879 (21.6)156 455 (21.5)0.2
     Dyslipidaemia61 111 (7.7)5341 (8.3)55 770 (7.7)2.2
     CHD/previous MI69 357 (8.8)8849 (13.7)60 508 (8.3)17.3
     Atrial fibrillation39 276 (5.0)8649 (13.4)30 627 (4.2)32.9
     Carotid stenosis10 288 (1.3)1202 (1.9)9086 (1.3)4.8
     PVD13 775 (1.7)1824 (2.8)11 951 (1.6)8.2
     Heart failure7884 (1.0)2198 (3.4)5686 (0.8)18.2
     Dementia3743 (0.5)897 (1.4)2846 (0.4)10.6
     Smoking293 172 (37.1)23 127 (35.9)270 045 (37.2)2.7
     Alcoholism185 420 (23.4)13 755 (21.4)171 665 (23.6)5.3
    DS performed prior to oral intake622 718 (78.7)54 745 (85.0)567 973 (78.2)17.6
    Swallowing function
     Unknown†171 110 (21.6)9929 (15.4)161 181 (22.2)17.5
     Normal556 869 (70.4)31 561 (49.0)525 308 (72.3)49.1
     Dysphagia62 832 (7.9)22 908 (35.6)39 924 (5.5)80.3
    Discharge outcomes
     In-hospital mortality1662 (0.2)1077 (1.7)585 (0.1)17.0
     mRS score at discharge‡
      0–2270 649 (34.2)10 861 (16.9)259 788 (35.8)43.9
      ≥3119 908 (15.2)18 957 (29.4)100 951 (13.9)38.3
    Length of stay, median (IQR)11.0 (8.0–14.0)13.0 (9.0–18.0)11.0 (8.0–14.0)38.4
    Region
     Eastern367 586 (46.5)30 417 (47.2)337 169 (46.4)1.6
     Central258 162 (32.6)15 596 (24.2)242 566 (33.4)20.4
     Western165 063 (20.9)18 385 (28.5)146 678 (20.2)19.4
    Hospital grade
     Secondary307 090 (38.8)21 597 (33.5)285 493 (39.3)12.1
     Tertiary483 721 (61.2)42 801 (66.5)440 920 (60.7)12.1
    • *The NIHSS score was missing in 157 540 (19.9%) cases.

    • †Unknown: Swallowing status was defined as unknown in patients without documentation of DS and those with missing swallowing function data.

    • ‡The mRS score at discharge was missing in 400 254 (50.6%) patients.

    • .ASD, absolute standardised difference; CHD, coronary heart disease; DS, dysphagia screening; EMS, emergency medical services; MI, myocardial infarction; mRS, modified Rankin Scale; NIHSS, National Institute of Health Stroke Scale; PVD, peripheral vascular disease; SUs, stroke units; TIA, transient ischaemic attack.

  • Table 4

    Multivariable analysis of factors associated with pneumonia

    VariablePatients with and without NIHSS scores, N=790 811Patients with NIHSS scores, N=633 271
    OR (95% CI)P valueOR (95% CI)P value
    DS performed prior to oral intake1.47 (1.29 to 1.67)<0.00011.65 (1.41 to 1.92)<0.0001
    Swallowing function, normal (reference)
     Dysphagia7.31 (7.15 to 7.46)<0.00015.00 (4.88 to 5.13)<0.0001
     Unknown1.52 (1.34 to 1.72)<0.00011.49 (1.28 to 1.74)<0.0001
    Age (per 10 years)1.56 (1.55 to 1.57)<0.00011.53 (1.51 to 1.54)<0.0001
    Male (vs female)1.15 (1.12 to 1.17)<0.00011.20 (1.17 to 1.23)<0.0001
    Arrival by EMS1.84 (1.79 to 1.88)<0.00011.47 (1.43 to 1.51)<0.0001
    Hospitalised in SUs1.17 (1.14 to 1.19)<0.00011.13 (1.10 to 1.15)<0.0001
    Medical history
     Stroke/TIA1.13 (1.11 to 1.15)<0.00011.09 (1.06 to 1.11)<0.0001
     CHD/previous MI1.26 (1.22 to 1.29)<0.00011.20 (1.16 to 1.24)<0.0001
     Atrial fibrillation1.68 (1.63 to 1.73)<0.00011.39 (1.34 to 1.44)<0.0001
     Heart failure2.02 (1.91 to 2.15)<0.00011.92 (1.80 to 2.05)<0.0001
     Dementia1.68 (1.54 to 1.83)<0.00011.57 (1.42 to 1.73)<0.0001
     Smoking1.12 (1.10 to 1.15)<0.00011.13 (1.11 to 1.16)<0.0001
    Hospital grade (tertiary vs secondary)1.17 (1.15 to 1.19)<0.00011.18 (1.15 to 1.20)<0.0001
    Region, Western (reference)
     Eastern0.70 (0.68 to 0.71)<0.00010.74 (0.72 to 0.76)<0.0001
     Central0.58 (0.57 to 0.60)<0.00010.59 (0.58 to 0.61)<0.0001
    Admission NIHSS score (per 1-point increase)*——1.08 (1.07 to 1.08)<0.0001
    • The first column includes all patients; the second column is restricted to patients with admission NIHSS scores.

    • *Admission NIHSS score not included due to missing data in 157 540 (19.9%) of the patients.

    • CHD, coronary heart disease; DS, dysphagia screening; EMS, emergency medical services; MI, myocardial infarction; NIHSS, National Institute of Health Stroke Scale; SUs, stroke units; TIA, transient ischaemic attack.

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Predictors of dysphagia screening and pneumonia among patients with acute ischaemic stroke in China: findings from the Chinese Stroke Center Alliance (CSCA)
Jianshu Liang, Zhike Yin, Zixiao Li, Hongqiu Gu, Kaixuan Yang, Yunyun Xiong, Yongjun Wang, Chunjuan Wang
Stroke and Vascular Neurology Aug 2022, 7 (4) 294-301; DOI: 10.1136/svn-2020-000746

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Predictors of dysphagia screening and pneumonia among patients with acute ischaemic stroke in China: findings from the Chinese Stroke Center Alliance (CSCA)
Jianshu Liang, Zhike Yin, Zixiao Li, Hongqiu Gu, Kaixuan Yang, Yunyun Xiong, Yongjun Wang, Chunjuan Wang
Stroke and Vascular Neurology Aug 2022, 7 (4) 294-301; DOI: 10.1136/svn-2020-000746
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Predictors of dysphagia screening and pneumonia among patients with acute ischaemic stroke in China: findings from the Chinese Stroke Center Alliance (CSCA)
Jianshu Liang, Zhike Yin, Zixiao Li, Hongqiu Gu, Kaixuan Yang, Yunyun Xiong, Yongjun Wang, Chunjuan Wang
Stroke and Vascular Neurology Aug 2022, 7 (4) 294-301; DOI: 10.1136/svn-2020-000746
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