Table 1 Descriptive cohort characteristics for two POD endpoints. Descriptive statistics are displayed as mean ± sd for numerical variables. For binary variables, the fraction of positive samples from all (n) are cited followed by the odds as (pos/neg samples). Adjusted p-values are derived from linear mixed-effect models (MEMs) incorporating age and the variable of interest as fixed effects, patient groups as random effects and POD as the independent variable. We highlight significant results with asterisks according to a FDR corrected alpha level. RASS: Richmond agitation sedation Scale, SOFA: sequential organ failure Assessment, SIRS: systemic inflammatory response Syndrome, urgency class N: ranges from N = 1 (immediate surgery required) to N = 5 (elective, planned procedure), anesthesia type of surgery: minor surgical procedures requiring sedation or anesthesia stand by.

From: Fusion of clinical magnet resonance images and electronic health records promotes multimodal predictions of postoperative delirium

 

Endpoint 1: scoPOD

Endpoint 2: medPOD

All (n = 645)

POD Positive (n = 119)

POD Negative

(n = 526)

P-Value

All (n = 224)

POD Positive (n = 48)

POD Negative (n = 176)

P-Value

General Information

Age (years)

59.32 ± 16.23

65.01 ± 14.04

58.02 ± 16.43

< 0.05*

58.03 ± 15.61

62.08 ± 13.49

56.85 ± 16.02

< 0.05*

Sex (male/female)

0.78 (510/135)

0.71 (84/35)

0.81 (426/100)

 

0.69 (155/69)

0.59 (28/20)

0.72 (127/49)

 

Number of Surgeries

2.27 ± 3.32

3.17 ± 4.04

2.06 ± 3.10

 

1.94 ± 2.23

3.19 ± 3.94

1.58 ± 1.18

 

Length of Hospital Stay (days)

31.45 ± 3.10

44.7 ± 4.57

28.43 ± 2.22

 

34.25 ± 4.80

64.65 ± 6.90

25.4 ± 3.51

 

Length of Anesthesia (hours)

3.10 ± 3.07

3.18 ± 3.79

2.77 ± 4.67

 

5.14 ± 2.97

5.72 ± 3.82

4.98 ± 2.29

 

Length of Surgery (hours)

1.52 ± 1.16

1.52 ± 1.16

1.48 ± 1.19

 

1.98 ± 1.34

2.05 ± 1.32

1.7 ± 1.38

 

Length of Recovery

Room Stay (hours)

4.82 ± 2.66

5.18 ± 2.42

2.81 ± 3.28

< 0.001***

5.14 ± 2.78

5.28 ± 2.71

4.58 ± 3.03

 

Clinical Assessment

Urgency Class N

4.24 ± 1.79

4.12 ± 1.50

4.15 ± 1.47

 

4.12 ± 1.44

3.41 ± 1.81

4.32 ± 1.24

 

ASA Status

1.93 ± 1.22

1.97 ± 1.40

1.92 ± 1.40

< 0.001***

2.06 ± 1.34

2.12 ± 1.21

1.82 ± 1.69

< 0.001***

SOFA

4.25 ± 3.18

5.48 ± 3.24

3.34 ± 2.83

< 0.05*

4.95 ± 3.22

6.25 ± 3.05

3.87 ± 2.98

< 0.05*

RASS

−0.66 ± 1.00

−1.03 ± 1.19

−0.47 ± 0.83

 

−0.90 ± 1.14

1.08 ± 1.16

0.81 ± 1.12

< 0.001***

Minutes to 1 st POD assessment

25.53 ± 27.15

26.83 ± 26.49

25.47 ± 26.95

 

55.37 ± 63.15

54.21 ± 68.04

55.74 ± 67.44

 

Type of Surgery

Neurosurgical

0.56 (363/282)

0.49 (58/61)

0.58 (305/221)

 

0.60 (134/90)

0.27 (13/35)

0.69 (121/55)

< 0.001***

Visceral

0.06 (40/605)

0.07 (8/111)

0.06 (32/494)

 

0.05 (11/213)

0.08 (4/44)

0.04 (7/169)

 

Anesthesia

0.07 (46/599)

0.12 (14/105)

0.06 (32/494)

 

0.06 (13/211)

0.08 (4/44)

0.05 (9/167)

 

Cardiac

0.01 (9/636)

0.05 (7/113)

0.01 (3/523)

 

0.04 (8/216)

0.04 (6/42)

0.01 (2/175)

 

Predisposing Risk

Cardiovascular

0.24 (158/487)

0.31 (37/82)

0.23 (121/405)

 

0.57 (128/96)

0.30 (65/159)

0.28 (49/127)

 

Non-Smoking

0.29 (193/452)

0.29 (35/84)

0.30 (158/368)

 

0.40 (89/135)

0.27 (13/35)

0.42 (74/102)

 

Other Comorbidities

0.02 (10/635)

0.02 (4/117)

0.01 (6/520)

 

0.02 (4/220)

0.02 (1/47)

0.02 (3/173)

 

Drinking

0.01 (5/640)

0.02 (3/116)

0.01 (2/521)

 

0.01 (2/222)

0.04 (2/46)

0.00 (0/176)

 

MRI Screening

Tumor

0.18 (114/531)

0.17 (20/99)

0.18 (94/432)

 

0.20 (45/179)

0.14 (6/42)

0.22 (39/137)

 

Atrophy

0.07 (42/603)

0.09 (10/109)

0.06 (32/494)

 

0.08 (18/206)

0.08 (3/45)

0.08 (14/162)

 

Lesion

0.43 (279/366)

0.34 (40/79)

0.45 (239/287)

 

0.53 (119/105)

0.52 (24/24)

0.54 (95/81)

 

Contrast Agent

0.79 (512/133)

0.60 (70/49)

0.84 (442/84)

 

0.82 (184/40)

0.8 (38/10)

0.83 (146/30)

 

ICD Diagnose

Any Malignancy

0.50 (321/324)

0.49 (58/61)

0.50 (263/263)

 

0.51 (105/109)

0.45 (22/26)

0.53 (93/83)

 

Renal Disease

0.37 (241/524)

0.61 (73/46)

0.32 (168/358)

< 0.001***

0.43 (97/127)

0.71 (34/14)

0.36 (63/113)

< 0.001***

Metazoic Tumor

0.28 (179/466)

0.31 (37/82)

0.27 (142/384)

 

0.29 (66/158)

0.22 (11/37)

0.31 (55/121)

 

Delirium

0.19 (118/517)

0.85 (101/18)

0.03 (17/509)

< 0.001***

0.30 (68/156)

0.88 (42/48)

0.15 (26/150)

< 0.001***

Hemiplegia Paraplegia

0.20 (129/516)

0.23 (27/92)

0.20 (105/421)

 

0.28 (62/162)

0.29 (14/34)

0.27 (48/128)

 

SIRS

0.14 (92/543)

0.52 (62/57)

0.06 (30/494)

< 0.001***

0.21 (46/178)

0.67 (32/16)

0.08 (14/162)

< 0.001***

Sepsis

0.12 (79/556)

0.16 (19/100)

0.11 (60/466)

< 0.05*

0.17 (38/186)

0.58 (28/20)

0.06 (10/166)

< 0.001***

Dementia

0.02 (13/632)

0.08 (9/110)

0.01 (4/517)

< 0.05*

0.04 (8/216)

0.04 (2/46)

0.03 (6/170)