Research Article

Predicting the Failure Risk of Internal Fixation Devices in Chinese Patients Undergoing Spinal Internal Fixation Surgery: Development and Assessment of a New Predictive Nomogram

Table 1

Differences in characteristics between normal and failure groups of spinal instrumentation devices in the training test.

Demographic characteristicsNormal groupFailure groupOverall
()()()

Gender
 Female370 (49.7%)33 (60.0%)403 (50.4%)
 Male374 (50.3%)22 (40.0%)396 (49.6%)
Age
  < =45211 (28.4%)32 (58.2%)243 (30.4%)
  >45533 (71.6%)23 (41.8%)556 (69.6%)
BMI
  <18.575 (10.1%)16 (29.1%)91 (11.4%)
 18.5-24.9461 (62.0%)28 (50.9%)489 (61.2%)
 25-29.9184 (24.7%)9 (16.4%)193 (24.2%)
  > =3024 (3.2%)2 (3.6%)26 (3.3%)
Diagnosis
 Scoliosis26 (3.5%)16 (29.1%)42 (5.3%)
 Spinal fracture77 (10.3%)6 (10.9%)83 (10.4%)
 Spinal tumors107 (14.4%)4 (7.3%)111 (13.9%)
 Spinal tuberculosis41 (5.5%)4 (7.3%)45 (5.6%)
 Spinal degeneration493 (66.3%)25 (45.5%)518 (64.8%)
Scoliosis
 No718 (96.5%)39 (70.9%)757 (94.7%)
 Yes26 (3.5%)16 (29.1%)42 (5.3%)
Number of screws/number of vertebral bodies spanned
  <2254 (34.1%)30 (54.5%)284 (35.5%)
 2486 (65.3%)21 (38.2%)507 (63.5%)
  >24 (0.5%)4 (7.3%)8 (1.0%)
Number of screws/actual number of fixed vertebrae
  <2115 (15.5%)19 (34.5%)134 (16.8%)
 2622 (83.6%)32 (58.2%)654 (81.9%)
  >27 (0.9%)4 (7.3%)11 (1.4%)
Crosslink
 No382 (51.3%)32 (58.2%)414 (51.8%)
 Yes362 (48.7%)23 (41.8%)385 (48.2%)
Unilateral or bilateral fixation
 Unilateral58 (7.8%)14 (25.5%)72 (9.0%)
 Bilateral686 (92.2%)41 (74.5%)727 (91.0%)
Occupation
 Farmer404 (54.3%)28 (50.9%)432 (54.1%)
 Retired personnel80 (10.8%)5 (9.1%)85 (10.6%)
 Student31 (4.2%)10 (18.2%)41 (5.1%)
 Worker23 (3.1%)1 (1.8%)24 (3.0%)
 Other206 (27.7%)11 (20.0%)217 (27.2%)
Marital status
 Unmarried75 (10.1%)16 (29.1%)91 (11.4%)
 Married640 (86.0%)38 (69.1%)678 (84.9%)
 Other29 (3.9%)1 (1.8%)30 (3.8%)
Coronary heart disease
 No731 (98.3%)54 (98.2%)785 (98.2%)
 Yes13 (1.7%)1 (1.8%)14 (1.8%)
Diabetes
 No692 (93.0%)53 (96.4%)745 (93.2%)
 Yes52 (7.0%)2 (3.6%)54 (6.8%)
Hypertension
 No616 (82.8%)50 (90.9%)666 (83.4%)
 Yes128 (17.2%)5 (9.1%)133 (16.6%)