Table 6.

Cluster analysis in idiopathic inflammatory myopathies

Cluster 1 (n = 219)Cluster 2 (n = 564)Cluster 3 (n = 318)Cluster 4 (n = 422)
Female, n (%)189 (86.3)a358 (63.5)b288 (90.6)a258 (61.1)b
Age, mean (SD)44 (13)a66 (10)b45 (12)a66 (9)b
BM, n (%)10 (4.6)a330 (58.5)b44 (13.8)c156 (37)d
CM, n (%)4 (1.8)a153 (27.1)b27 (8.5)c31 (7.3)c
Ethnicity, n (%)
 Caucasian (White)115 (52.5)a502 (89)b192 (60.4)a386 (91.5)b
 Asian59 (26.9)a2 (0.4)b52 (16.4)c8 (1.9)b
 African American10 (4.6)a26 (4.6)a15 (4.7)a12 (2.8)a
 Hispanic13 (5.9)a, b15 (2.7)b, c28 (8.8)a7 (1.7)c
Very high HDI, n (%)176 (80.4)a557 (98.8)b277 (87.1)a419 (99.3)b
 Asthma9 (4.1)a119 (21.1)b50 (15.7)b, c46 (10.9)c
 CKD3 (1.4)a28 (5)a12 (3.8)a11 (2.6)a
 CLD2 (0.9)a16 (2.8)a5 (1.6)a5 (1.2)a
 COPD3 (1.4)a44 (7.8)b7 (2.2)a8 (1.9)a
 ILD40 (18.3)a93 (16.5)a55 (17.3)a73 (17.3)a
 IHD0 (0)a88 (15.6)b7 (2.2)a27 (6.4)c
 DM5 (2.3)a130 (23)b13 (4.1)a59 (14)c
 Epilepsy0 (0)a6 (1.1)a3 (0.9)a0 (0)a
 Dyslipidaemia9 (4.1)a220 (39)b27 (8.5)a123 (29.1)c
 HIV-AIDS1 (0.5)a5 (0.9)a1 (0.3)a1 (0.2)a
 Hypertension12 (5.5)a289 (51.2)b34 (10.7)a164 (38.9)c
 Stroke0 (0)a19 (3.4)b1 (0.3)a7 (1.7)a,b
 Tuberculosis0 (0)a5 (0.9)a3 (0.9)a0 (0)a
 Organ transplant1 (0.5)2 (0.4)0 (0)0 (0)
 Others2 (0.9)a70 (12.4)b9 (2.8)a43 (10.2)b
MHDs, n (%)39 (17.8)a241 (42.7)b176 (55.3)c61 (14.5)a
 Anxiety25 (11.4)a146 (25.9)b117 (36.8)c34 (8.1)a
 Bipolar disorder1 (0.5)a,b6 (1.1)a,b8 (2.5)b1 (0.2)a
 Depression15 (6.8)a153 (27.1)b108 (34)b28 (6.6)a
 Eating disorder5 (2.3)a, b4 (0.7)b,c11 (3.5)a0 (0)a
 Insomnia7 (3.2)a63 (11.2)b53 (16.7)b10 (2.4)a
 Schizophrenia1 (0.5)a1 (0.2)a1 (0.3)a0 (0)a
 Substance use disorders0 (0)a2 (0.4)a3 (0.9)a0 (0)a
PROMIS Global Physical Health, mean (s.d.)15.8 (2.1)a10.2 (1.9)b10.5 (2.3)b14.5 (1.7)c
PROMIS Global Mental Health, mean (s.d.)15.4 (2.7)a11.2 (2.7)b10.8 (3.0)b15.2 (2.4)a
PROMIS Physical Function SF10a, mean (s.d.)45.8 (4.5)a25.6 (8.5)b34.3 (8.6)c36.4 (9.5)d
PROMIS Fatigue 4a score, mean (s.d.)7.2 (2.4)a13.7 (3.2)b13.8 (3.3)b8.0 (2.3)c
Cluster 1 (n = 219)Cluster 2 (n = 564)Cluster 3 (n = 318)Cluster 4 (n = 422)
Female, n (%)189 (86.3)a358 (63.5)b288 (90.6)a258 (61.1)b
Age, mean (SD)44 (13)a66 (10)b45 (12)a66 (9)b
BM, n (%)10 (4.6)a330 (58.5)b44 (13.8)c156 (37)d
CM, n (%)4 (1.8)a153 (27.1)b27 (8.5)c31 (7.3)c
Ethnicity, n (%)
 Caucasian (White)115 (52.5)a502 (89)b192 (60.4)a386 (91.5)b
 Asian59 (26.9)a2 (0.4)b52 (16.4)c8 (1.9)b
 African American10 (4.6)a26 (4.6)a15 (4.7)a12 (2.8)a
 Hispanic13 (5.9)a, b15 (2.7)b, c28 (8.8)a7 (1.7)c
Very high HDI, n (%)176 (80.4)a557 (98.8)b277 (87.1)a419 (99.3)b
 Asthma9 (4.1)a119 (21.1)b50 (15.7)b, c46 (10.9)c
 CKD3 (1.4)a28 (5)a12 (3.8)a11 (2.6)a
 CLD2 (0.9)a16 (2.8)a5 (1.6)a5 (1.2)a
 COPD3 (1.4)a44 (7.8)b7 (2.2)a8 (1.9)a
 ILD40 (18.3)a93 (16.5)a55 (17.3)a73 (17.3)a
 IHD0 (0)a88 (15.6)b7 (2.2)a27 (6.4)c
 DM5 (2.3)a130 (23)b13 (4.1)a59 (14)c
 Epilepsy0 (0)a6 (1.1)a3 (0.9)a0 (0)a
 Dyslipidaemia9 (4.1)a220 (39)b27 (8.5)a123 (29.1)c
 HIV-AIDS1 (0.5)a5 (0.9)a1 (0.3)a1 (0.2)a
 Hypertension12 (5.5)a289 (51.2)b34 (10.7)a164 (38.9)c
 Stroke0 (0)a19 (3.4)b1 (0.3)a7 (1.7)a,b
 Tuberculosis0 (0)a5 (0.9)a3 (0.9)a0 (0)a
 Organ transplant1 (0.5)2 (0.4)0 (0)0 (0)
 Others2 (0.9)a70 (12.4)b9 (2.8)a43 (10.2)b
MHDs, n (%)39 (17.8)a241 (42.7)b176 (55.3)c61 (14.5)a
 Anxiety25 (11.4)a146 (25.9)b117 (36.8)c34 (8.1)a
 Bipolar disorder1 (0.5)a,b6 (1.1)a,b8 (2.5)b1 (0.2)a
 Depression15 (6.8)a153 (27.1)b108 (34)b28 (6.6)a
 Eating disorder5 (2.3)a, b4 (0.7)b,c11 (3.5)a0 (0)a
 Insomnia7 (3.2)a63 (11.2)b53 (16.7)b10 (2.4)a
 Schizophrenia1 (0.5)a1 (0.2)a1 (0.3)a0 (0)a
 Substance use disorders0 (0)a2 (0.4)a3 (0.9)a0 (0)a
PROMIS Global Physical Health, mean (s.d.)15.8 (2.1)a10.2 (1.9)b10.5 (2.3)b14.5 (1.7)c
PROMIS Global Mental Health, mean (s.d.)15.4 (2.7)a11.2 (2.7)b10.8 (3.0)b15.2 (2.4)a
PROMIS Physical Function SF10a, mean (s.d.)45.8 (4.5)a25.6 (8.5)b34.3 (8.6)c36.4 (9.5)d
PROMIS Fatigue 4a score, mean (s.d.)7.2 (2.4)a13.7 (3.2)b13.8 (3.3)b8.0 (2.3)c

Each superscript letter indicates a subset of the four groups analysed for which the means or proportions showed no difference at a significance level of 0.05. BM: basic multimorbidity; CM: complex multimorbidity; HDI: Human Development Index; MHD: mental health disorder; PROMIS: Patient-Reported Outcome Measurement Information System.

Table 6.

Cluster analysis in idiopathic inflammatory myopathies

Cluster 1 (n = 219)Cluster 2 (n = 564)Cluster 3 (n = 318)Cluster 4 (n = 422)
Female, n (%)189 (86.3)a358 (63.5)b288 (90.6)a258 (61.1)b
Age, mean (SD)44 (13)a66 (10)b45 (12)a66 (9)b
BM, n (%)10 (4.6)a330 (58.5)b44 (13.8)c156 (37)d
CM, n (%)4 (1.8)a153 (27.1)b27 (8.5)c31 (7.3)c
Ethnicity, n (%)
 Caucasian (White)115 (52.5)a502 (89)b192 (60.4)a386 (91.5)b
 Asian59 (26.9)a2 (0.4)b52 (16.4)c8 (1.9)b
 African American10 (4.6)a26 (4.6)a15 (4.7)a12 (2.8)a
 Hispanic13 (5.9)a, b15 (2.7)b, c28 (8.8)a7 (1.7)c
Very high HDI, n (%)176 (80.4)a557 (98.8)b277 (87.1)a419 (99.3)b
 Asthma9 (4.1)a119 (21.1)b50 (15.7)b, c46 (10.9)c
 CKD3 (1.4)a28 (5)a12 (3.8)a11 (2.6)a
 CLD2 (0.9)a16 (2.8)a5 (1.6)a5 (1.2)a
 COPD3 (1.4)a44 (7.8)b7 (2.2)a8 (1.9)a
 ILD40 (18.3)a93 (16.5)a55 (17.3)a73 (17.3)a
 IHD0 (0)a88 (15.6)b7 (2.2)a27 (6.4)c
 DM5 (2.3)a130 (23)b13 (4.1)a59 (14)c
 Epilepsy0 (0)a6 (1.1)a3 (0.9)a0 (0)a
 Dyslipidaemia9 (4.1)a220 (39)b27 (8.5)a123 (29.1)c
 HIV-AIDS1 (0.5)a5 (0.9)a1 (0.3)a1 (0.2)a
 Hypertension12 (5.5)a289 (51.2)b34 (10.7)a164 (38.9)c
 Stroke0 (0)a19 (3.4)b1 (0.3)a7 (1.7)a,b
 Tuberculosis0 (0)a5 (0.9)a3 (0.9)a0 (0)a
 Organ transplant1 (0.5)2 (0.4)0 (0)0 (0)
 Others2 (0.9)a70 (12.4)b9 (2.8)a43 (10.2)b
MHDs, n (%)39 (17.8)a241 (42.7)b176 (55.3)c61 (14.5)a
 Anxiety25 (11.4)a146 (25.9)b117 (36.8)c34 (8.1)a
 Bipolar disorder1 (0.5)a,b6 (1.1)a,b8 (2.5)b1 (0.2)a
 Depression15 (6.8)a153 (27.1)b108 (34)b28 (6.6)a
 Eating disorder5 (2.3)a, b4 (0.7)b,c11 (3.5)a0 (0)a
 Insomnia7 (3.2)a63 (11.2)b53 (16.7)b10 (2.4)a
 Schizophrenia1 (0.5)a1 (0.2)a1 (0.3)a0 (0)a
 Substance use disorders0 (0)a2 (0.4)a3 (0.9)a0 (0)a
PROMIS Global Physical Health, mean (s.d.)15.8 (2.1)a10.2 (1.9)b10.5 (2.3)b14.5 (1.7)c
PROMIS Global Mental Health, mean (s.d.)15.4 (2.7)a11.2 (2.7)b10.8 (3.0)b15.2 (2.4)a
PROMIS Physical Function SF10a, mean (s.d.)45.8 (4.5)a25.6 (8.5)b34.3 (8.6)c36.4 (9.5)d
PROMIS Fatigue 4a score, mean (s.d.)7.2 (2.4)a13.7 (3.2)b13.8 (3.3)b8.0 (2.3)c
Cluster 1 (n = 219)Cluster 2 (n = 564)Cluster 3 (n = 318)Cluster 4 (n = 422)
Female, n (%)189 (86.3)a358 (63.5)b288 (90.6)a258 (61.1)b
Age, mean (SD)44 (13)a66 (10)b45 (12)a66 (9)b
BM, n (%)10 (4.6)a330 (58.5)b44 (13.8)c156 (37)d
CM, n (%)4 (1.8)a153 (27.1)b27 (8.5)c31 (7.3)c
Ethnicity, n (%)
 Caucasian (White)115 (52.5)a502 (89)b192 (60.4)a386 (91.5)b
 Asian59 (26.9)a2 (0.4)b52 (16.4)c8 (1.9)b
 African American10 (4.6)a26 (4.6)a15 (4.7)a12 (2.8)a
 Hispanic13 (5.9)a, b15 (2.7)b, c28 (8.8)a7 (1.7)c
Very high HDI, n (%)176 (80.4)a557 (98.8)b277 (87.1)a419 (99.3)b
 Asthma9 (4.1)a119 (21.1)b50 (15.7)b, c46 (10.9)c
 CKD3 (1.4)a28 (5)a12 (3.8)a11 (2.6)a
 CLD2 (0.9)a16 (2.8)a5 (1.6)a5 (1.2)a
 COPD3 (1.4)a44 (7.8)b7 (2.2)a8 (1.9)a
 ILD40 (18.3)a93 (16.5)a55 (17.3)a73 (17.3)a
 IHD0 (0)a88 (15.6)b7 (2.2)a27 (6.4)c
 DM5 (2.3)a130 (23)b13 (4.1)a59 (14)c
 Epilepsy0 (0)a6 (1.1)a3 (0.9)a0 (0)a
 Dyslipidaemia9 (4.1)a220 (39)b27 (8.5)a123 (29.1)c
 HIV-AIDS1 (0.5)a5 (0.9)a1 (0.3)a1 (0.2)a
 Hypertension12 (5.5)a289 (51.2)b34 (10.7)a164 (38.9)c
 Stroke0 (0)a19 (3.4)b1 (0.3)a7 (1.7)a,b
 Tuberculosis0 (0)a5 (0.9)a3 (0.9)a0 (0)a
 Organ transplant1 (0.5)2 (0.4)0 (0)0 (0)
 Others2 (0.9)a70 (12.4)b9 (2.8)a43 (10.2)b
MHDs, n (%)39 (17.8)a241 (42.7)b176 (55.3)c61 (14.5)a
 Anxiety25 (11.4)a146 (25.9)b117 (36.8)c34 (8.1)a
 Bipolar disorder1 (0.5)a,b6 (1.1)a,b8 (2.5)b1 (0.2)a
 Depression15 (6.8)a153 (27.1)b108 (34)b28 (6.6)a
 Eating disorder5 (2.3)a, b4 (0.7)b,c11 (3.5)a0 (0)a
 Insomnia7 (3.2)a63 (11.2)b53 (16.7)b10 (2.4)a
 Schizophrenia1 (0.5)a1 (0.2)a1 (0.3)a0 (0)a
 Substance use disorders0 (0)a2 (0.4)a3 (0.9)a0 (0)a
PROMIS Global Physical Health, mean (s.d.)15.8 (2.1)a10.2 (1.9)b10.5 (2.3)b14.5 (1.7)c
PROMIS Global Mental Health, mean (s.d.)15.4 (2.7)a11.2 (2.7)b10.8 (3.0)b15.2 (2.4)a
PROMIS Physical Function SF10a, mean (s.d.)45.8 (4.5)a25.6 (8.5)b34.3 (8.6)c36.4 (9.5)d
PROMIS Fatigue 4a score, mean (s.d.)7.2 (2.4)a13.7 (3.2)b13.8 (3.3)b8.0 (2.3)c

Each superscript letter indicates a subset of the four groups analysed for which the means or proportions showed no difference at a significance level of 0.05. BM: basic multimorbidity; CM: complex multimorbidity; HDI: Human Development Index; MHD: mental health disorder; PROMIS: Patient-Reported Outcome Measurement Information System.

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