Table 2 Description of patient clusters, size (N) and median age (age of individuals at the time of their last record) and follow-up time in female and male CPRD participants

From: Identifying clusters of people with Multiple Long-Term Conditions using Large Language Models: a population-based study

Cluster

Cluster description

N (%)

Median age (IQR), years

Median follow-up (IQR), years

Females

Low disease burden (LB)

650,897 (20.3)

57 (49–70)

27

(19–38)

LB1

Low disease burden and low prevalence of risk factors

291,665 (9.1)

57

(48–70)

28

(19–39)

LB2

Low disease burden, high prevalence of smoking and asthma

190,005 (5.9)

59

(50–70)

27

(18–39)

LB3

Low disease burden, high prevalence of smoking/alcohol or drug misuse

169,227 (5.3)

57

(49–68)

27

(18–37)

Cardiometabolic (CM)

601,704 (18.8)

83

(74–89)

30

(21–42)

CM1

Multiple cardiovascular conditions, COPD, CKD, hypertension, diabetes, gout, dementia

240,443 (7.5)

85

(78–90)

29

(18–45)

CM2

Multiple cardiovascular conditions, dementia, Parkinson’s disease

194,004 (6.1)

85

(76–91)

28

(16–43)

CM3

Ischaemic heart disease, hypertension, CKD, arrythmia

167,257 (5.2)

76

(66–85)

29

(18–44)

Mental health (MH)

1,138,738 (35.6)

60

(51–74)

30

(21–42)

MH1

Multiple mental health conditions, high prevalence of smoking/alcohol or drug misuse

246,272 (7.7)

64

(54–76)

30

(21–42)

MH2

Multiple mental health conditions, epilepsy, multiple sclerosis and other neurological conditions, smoking & obesity

240,490 (7.5)

67

(56–79)

34

(24–46)

MH3

Eating disorders, several mental health conditions, low prevalence of cardiovascular conditions and risk factors

239,858 (7.5)

50

(45–56)

26

(18–36)

MH4

Anxiety, depression and mixed conditions of intermediate prevalence

226,129 (7.1)

66

(55–78)

31

(22–44)

MH5

Anxiety, depression and IBD

185,989 (5.8)

60

(51–74)

31

(23–42)

Mixed (MIX)

683,135 (21.3)

72

(60–83)

29

(19–43)

MIX1

Cancer, dementia, osteoarthritis, osteoporosis

250,093 (7.8)

76

(67–85)

28

(17–43)

MIX2

Dementia, hearing impairment, osteoporosis, multiple sclerosis

241,945 (7.6)

69

(57–81)

31

(21–44)

MIX3

Cancer, osteoarthritis, Meniere’s disease

191,097 (6.0)

68

(56–80)

28

(18–41)

Respiratory (RES)

126,756 (4.0)

64

(53–76)

29

(20–42)

RES1

Asthma, COPD, IBD and connective tissue disease

126,756 (4.0)

64

(53–76)

29

(20–42)

Males

Low disease burden

386,484 (14.6)

57

(49–68)

28

(18–41)

LB1

Low disease burden and low prevalence of risk factors, except congenital disease and melanoma

140,398 (5.3)

57

(50–67)

30

(20–43)

LB2

Low disease burden

129,687 (4.9)

59

(50–70)

27

(18–39)

LB3

Low disease burden, high prevalence of asthma

116,399 (4.4)

56

(48–67)

27

(17–40)

Cardiometabolic

914,067 (34.6)

74

(64–83)

27

(17–41)

CM1

Diabetes, gout, obesity

209,963 (7.9)

65

(55–76)

29

(20 –42)

CM2

Multiple cardiovascular

conditions, COPD, CKD, diabetes, gout

170,306 (6.4)

80

(72–86)

28

(18–42)

CM3

Multiple cardiovascular conditions, cancer, COPD, CKD, dementia, Parkinson’s disease

155,216 (5.9)

81

(72–87)

28

(17–42)

CM4

Multiple cardiovascular

conditions (except heart failure), CKD, diabetes

154,298 (5.8)

71

(63–79)

27

(18–41)

CM5

Multiple cardiovascular

conditions, cancer, diabetes, dementia, Parkinson’s disease

113,398 (4.3)

77

(68–85)

21

(12–33)

CM6

Diabetes, hypertension, CKD

110,886 (4.2)

69

(60 –77)

26

(17–40)

Mental health

525,461 (19.9)

59

(51–70)

29

(20 –41)

MH1

Multiple mental health conditions, high prevalence of smoking/alcohol or drug misuse

204,626 (7.7)

58

(50–68)

28

(19–40)

MH2

Multiple mental health conditions, drug or alcohol misuse, epilepsy and other neurological conditions, smoking

189,899 (7.2)

66

(56–76)

31

(22–44)

MH3

Multiple mental health conditions, including schizophrenia, high prevalence of smoking/alcohol or drug misuse and chronic liver disease

130,936 (4.9)

54

(47–62)

27

(18–39)

Mixed

567,472 (21.4)

65

(54–76)

28

(19–41)

MIX1

Cancer, infectious disease and respiratory disease

241,920 (9.1)

71

(59–81)

30

(20–44)

MIX2

Gout, osteoarthritis, smoking

166,641 (6.3)

60

(51–72)

28

(19–40)

MIX3

Connective tissue disease, gout, osteoarthritis

158,911 (6.0)

62

(52–72)

26

(17–38)

Respiratory

251,766 (9.5)

63

(52–74)

29

(20–42)

RES1

Asthma, bronchiectasis and COPD

132,836 (5.0)

63

(53–74)

29

(19–42)

RES2

Asthma, bronchiectasis, COPD, IBD and connective tissue disease

118,930 (4.5)

62

(52–74)

29

(20–42)

  1. CKD Chronic Kidney Disease, COPD Chronic Obstructive Pulmonary Disease, IBD Inflammatory Bowel Disease.