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 2

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

Demographic characteristicsNormal groupFailure groupOverall
()()()

Gender
 Female147 (48.0%)15 (44.1%)162 (47.6%)
 Male159 (52.0%)19 (55.9%)178 (52.4%)
Age
  < =4585 (27.8%)23 (67.6%)108 (31.8%)
  >45221 (72.2%)11 (32.4%)232 (68.2%)
BMI
  <18.526 (8.5%)6 (17.6%)32 (9.4%)
 18.5-24.9194 (63.4%)20 (58.8%)214 (62.9%)
 25-29.974 (24.2%)8 (23.5%)82 (24.1%)
  > =3012 (3.9%)0 (0%)12 (3.5%)
Diagnosis
 Scoliosis15 (4.9%)9 (26.5%)24 (7.1%)
 Spinal fracture30 (9.8%)3 (8.8%)33 (9.7%)
 Spinal tumors40 (13.1%)2 (5.9%)42 (12.4%)
 Spinal tuberculosis16 (5.2%)6 (17.6%)22 (6.5%)
 Spinal degeneration205 (67.0%)14 (41.2%)219 (64.4%)
Scoliosis
 No293 (95.8%)25 (73.5%)318 (93.5%)
 Yes13 (4.2%)9 (26.5%)22 (6.5%)
Number of screws/number of vertebral bodies spanned
  <2101 (33.0%)22 (64.7%)123 (36.2%)
 2199 (65.0%)11 (32.4%)210 (61.8%)
  >26 (2.0%)1 (2.9%)7 (2.1%)
Number of screws/actual number of fixed vertebrae
  <239 (12.7%)15 (44.1%)54 (15.9%)
 2261 (85.3%)17 (50.0%)278 (81.8%)
  >26 (2.0%)2 (5.9%)8 (2.4%)
Crosslink
 No160 (52.3%)18 (52.9%)178 (52.4%)
 Yes146 (47.7%)16 (47.1%)162 (47.6%)
Unilateral or bilateral fixation
 Unilateral15 (4.9%)6 (17.6%)21 (6.2%)
 Bilateral291 (95.1%)28 (82.4%)319 (93.8%)
Occupation
 Farmer167 (54.6%)17 (50.0%)184 (54.1%)
 Retired personnel38 (12.4%)3 (8.8%)41 (12.1%)
 Student13 (4.2%)5 (14.7%)18 (5.3%)
 Worker7 (2.3%)4 (11.8%)11 (3.2%)
 Other81 (26.5%)5 (14.7%)86 (25.3%)
Marital status
 Unmarried33 (10.8%)9 (26.5%)42 (12.4%)
 Married263 (85.9%)25 (73.5%)288 (84.7%)
 Other10 (3.3%)0 (0%)10 (2.9%)
Coronary heart disease
 No301 (98.4%)34 (100%)335 (98.5%)
 Yes5 (1.6%)0 (0%)5 (1.5%)
Diabetes
 No288 (94.1%)34 (100%)322 (94.7%)
 Yes18 (5.9%)0 (0%)18 (5.3%)
Hypertension
 No257 (84.0%)31 (91.2%)288 (84.7%)
 Yes49 (16.0%)3 (8.8%)52 (15.3%)