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MAST/MISS TLIF
effect of Age, BMI & Comorbidity in 200 patients




      Petrus Stone, Neurosurgeon, Bloemfontein
                    2012-10-06
Disclosures

 MAST/MISS
  Teaching on behalf
  of Medtronic
 No funding/
  compensation for
  this study or
  presentation
 No animals were
  harmed
Background - Motivation for study

  Expected small
   incisions to be like
   tips of iceberg i.e.
   pretty on the surface
   but …
  Unexpectedly plain
   sailing (anaesthesia
   & hospital) for older
   & sicker patients
  Quantify this
   suspicion
Literature

 OPEN surgery
   Age – more
    complicated
   BMI – more
    complicated
   Comorbidity - more
    complicated
 MI/MAST
   Age – some studies   (Mendeley Group: TLIF)
   BMI – some studies
   Co-morbidity – no
    comparisons
Family debate– open vs MISS

 Advantages (theoretical)
    Cosmesis,
    Pain,
    Hospital Stay,
    Blood Loss,
    Infection
 Disadvantages (theoretical)
    Fusion Rate,
    Steep Learning Curve,
    Irradiation exposure
Objective


 To what degree does
  co-morbidity affect
  (short term) outcome
 Use of Information
    Patient/procedure
     selection
    Resource allocation
     (length of stay, High
     Care nights,
     transfusion,
     Physicians)
Patients / Materials And
Methods

 200 consecutive degenerative TLIF
  cases since 2009-08-31
 Review case notes, hospital notes
  (myself; Mediclinic nurse)
 Excluded 6 cases
    1x conversion to open
    1x aborted procedure (revision of
     open TLIF; screw holes too big)
    1x cancellation on table (medical
     aid interference)
    3 trauma thoraco-lumbar cases
 Stat analysis by UOFS statistician
Descriptive Stats – The Procedures
 Surgical Time
     Median 3 hours (1h25-9h30) (case
      no 9; 3 levels)
 Levels operated / Orange River TLIF
   Class
     1: 56.5%
            A: 39%
            B-F: 15%
     2: 40%
            A: 24.5%
                                         TLIF sub-classes to accommodate for extra
            B-F: 15.5%
                                         work
     3: 3.5%                            •   a – no extra work
            A: 2.5%                     •   b – 30 minutes
                                         •   c – 60 minutes
            B-F: 1.0%                   •   Etc
 Medtronic : n = 181 (90.5%)            Examples
                                         •   Vertebroplasty;
 Navigation: n = 8 (4%)                 •   adjacent level discectomy;
 Radiation exposure: median 3.1         •   Same level wide decompression/lami;
  minutes (range 1.5 to 23)              •   Remove instrumentation
Descriptive Stats – Short term Outcome
Major                              Duration follow up: 30-880
• threatening to life or limb       days
  function
• Early revision surgery           Length of ICU/High Care
Moderate                            stay
• prolonged hospital stay or          0 nights: 14,5%
  outpatient treatment required
Minor                                 1 night: 75.5%
• inconvenient                        2 nights: 9.5%
                                   Length of postoperative
                                    hospital stay
                                      Median 3.9 days (0.9 to
                                       17.9)
                                   Need for transfusion
                                      3.5%
Significant Complications
Major local complications                 %             Major systemic complications                      %
decompression same stay                  1.0%           Pulmonary embolism                               1.5%
fusion extension same stay               0.5%           Unexpected epileptic fit                         0.5%
severe L4 nerve root damage              0.5%           tachy-arythmia -> cardioversion                  0.5%
                                         2.0%                                                            2.5%

Moderate local complications                      %
                                                            Moderate systemic complications                     %
durotomies                                      7.5%
superficial sepsis                              1.0%        respiratory (chest infection, atelectasis,
iatrogenic end plate damage --> extra screws    0.5%        sleep apnoea)                                     4.5%
partial L5 weakness 1 (0.5%)                    0.5%
persisting dysesthetic leg pain                 0.5%        arrhythmia                                        0.5%
plunge with PAK needle (uncomplicated)          0.5%
screw too deep, Hb drop                         0.5%        quadriceps hematoma                               0.5%
                                                11.0%
                                                                                                              5.5%




                 Summary all significant complications                                   %

                 Complications (Major/moderate; Systemic/Local) 21.0%

                 Cases (Major and/or Moderate)                                       18.5%
Significant Complications
Major local complications      %
decompression same stay       1.0%
fusion extension same stay    0.5%
severe L4 nerve root damage   0.5%
                              2.0%
Outcomes/Effects of:




Age
BMI
Comorbidity
Age effect
Group name                     Age Group 2
Subgroup names                        <65               >65
Fisher’s Exact Test                    %                 %         p-value Sig?      Worse
Transfusion required                          2.41             8.82 0.0969 -         • Transfusion if >70:
Durotomy/CSF leak
Local (major)
                                              6.63
                                              1.81
                                                              11.76 0.2918 -
                                                               2.94 0.5284 -
                                                                                       15.8%
Local (moderate)                              9.64            17.65 0.2241 -         • LOS if >70: 3.8 vs
Local (minor)                                 0.60             0.00 1.0000 -           3.9 vs 5.7 days
                                                                                     • ICU stay (hours not
Local (All: M, M, M)                         12.05            20.59 0.4077 -
Systemic (major)                              2.41             2.94 1.0000 -
Systemic (moderate)                           4.82             8.82 0.4028 -           nights) if >65
Systemic (minor)                             18.07            29.41 0.1577 -
Systemic (all)                               25.30            41.17    0.1415 -
Local or Systemic (major)                     4.22             5.88    0.6515 -      Similar
Local or Systemic (moderate)                 14.46            26.47    0.1914 -      • Complications
Local or Systemic (minor)                    18.67            29.41    0.1577 -
                                                                                     • Theater, Cutting,
Significant blood loss
                               1 night: 75.9%; 2
                                                 1 night: 75.76%; 2
                                                                                       Radiation time
                               nights: 6.63%
ICU nights                                       nights 24.24%         0.0005 Yes
Kruskal-Wallis Test                 Median            Median          p-value Sig?
LOS postop (days)                             3.80             4.90    0.0451 Yes
Theater Time (hours)                          4.10             4.30    0.4115 -
Cutting Time (hours)                          3.00             3.10    0.5770 -
ICU stay (hours)                             20.50            21.70    0.0020 Yes
Radiation Exposure (mins)                     3.10             3.10    0.6888 -
BMI effect
Group name                  BMI                          BMI Group 3
Subgroup names              <35        >35               <35     35-40 >40
Fisher’s Exact Test         %          %          p-value %      %     %     p-value
Transfusion required            3.45       3.64    1.0000 3.45   0.00 7.69    0.2114
Durotomy/CSF leak               8.28       5.45    0.7642 8.28   6.90 3.85    0.9088
Local (major)                   1.38       3.64    0.3038 1.38   6.90 0.00    0.1821   Worse
                                                                                       • ICU nights
Local (moderate)             12.41         7.27    0.4478 12.41 10.34 3.85    0.5757
Local (minor)                   0.00       1.82    0.2750 0.00   0.00 3.85    0.1300

                                                                                       • Theater, Cutting, RE
Local (All: M, M, M)         13.79      12.73      0.1729 13.79 17.24 7.70    0.1149
Systemic (major)                2.76       1.82    1.0000 2.76   0.00 3.85    0.6015
Systemic (moderate)
Systemic (minor)
                                4.83
                             18.62
                                           7.27
                                        23.64
                                                   0.4985 4.83   6.90 7.69    0.6770
                                                   0.4338 18.62 24.14 23.08 0.6583
                                                                                         time
Systemic (all)               26.21      32.73      0.8746 26.21 31.04 34.62 0.9190
Local or Systemic (major)       4.14       5.46    0.7084 4.14   6.90 3.85    0.8519
Local or Systemic
(moderate)                   17.24      14.54      0.6623 17.24 17.24 11.54 0.9036
                                                                                       Similar
Local or Systemic (minor)
ICU - zero nights
                             18.62
                             17.36
                                        25.46
                                           7.27
                                                   0.4338 18.62 24.14 26.93 0.6583
                                                          17.36 13.79 0.00
                                                                                       • Complications
ICU - one night              75.69      76.36 0.0381 75.69 68.97 84.62 0.0312
                                                     6.94 17.24 15.38
                                                                                       • Hospital LOS
ICU - two night                 6.94    16.36
ICU nights
Kruskal-Wallis Test         median median p-value                            p-value
LOS postop (days)               3.90       4.00    0.1588 3.90   3.90 4.40    0.3392
Theater Time (hours)            4.00       4.70    0.0209 4.00   4.60 5.20    0.0245
Cutting Time (hours)            2.80       3.50    0.0163 2.80   3.20 3.80    0.0216
ICU stay (hours)             21.00      22.00      0.1765 21.00 20.40 23.00 0.1687
Radiation Exposure (mins)       3.00       3.70    0.0153 3.00   3.00 5.30    0.0012
Comorbidity (ASA) effect
Group name                     ASA score                                 ASA_Ex_BMI
Subgroup names                 ASA 1       ASA 2    ASA 3                ASA 1    ASA 2 ASA 3
Fisher’s Exact Test                %          %        %     p-value        %       %      %      p-value
Transfusion required              1.89      4.55     3.39       0.8867     1.59    4.69   0.00       0.5883
Durotomy/CSF leak                 9.43      7.95     5.08       0.6999     7.94    7.81   0.00       1.0000
Local (major)                     0.00      2.27     3.39       0.5810     0.00    3.13   0.00       0.4221   Summary
Local (moderate)                 15.09      11.36    6.78       0.3714 14.29      10.16   0.00       0.5071
Local (minor)                     0.00      0.00     1.69       0.5600     0.00    0.78   0.00       1.0000
                                                                                                              More likely
Local (All: M, M, M)             15.09      13.63    11.86      0.4548 14.29      14.07   0.00       0.6124
Systemic (major)                  3.77      2.27     1.69       0.7278     3.17    2.34   0.00       0.7349   • Minor & Moderate
Systemic (moderate)               1.89      6.82     6.78       0.4513     1.59    6.25   22.22      0.0491     systemic Cx
Systemic (minor)                 13.21      21.59    23.73      0.3462 11.11      22.66   44.44      0.0255   • Theater & Cutting
Systemic (all)                   18.87      30.68    32.20      0.6372 15.87      31.25   66.66      0.0358
                                                                                                                time
Local or Systemic (major)         3.77      4.54     5.08       1.0000     3.17    5.47   0.00       0.8168
Local or Systemic (moderate)     16.98      18.18    13.56      0.6589 15.88      16.41   22.22      0.7344
                                                                                                              • ICU stay? (integar
Local or Systemic (minor)        13.21      21.59    25.42      0.3462 11.11      23.44   44.44      0.0255     nights; not hours)
ICU - zero nights                26.42      12.64    6.78                 26.98    9.45   0.00
ICU - one night                  66.04      81.61    76.27    0.0115      66.67   81.10   66.67    0.0034
                                                                                                              Similar occurrence
                                                                                                              • Local Cx
ICU - two night                   7.55      5.75     16.95                 6.35    9.45   33.33
Kruskal-Wallis Test            median      median median p-value                                  p-value
LOS postop (days)                 3.80      3.90     4.00       0.2550     3.60    4.00   4.00       0.0857   • Major Systemic Cx
Theater Time (hours)              3.60      4.20     4.70       0.0063     3.50    4.50   4.10       0.0008   • Transfusion
Cutting Time (hours)              2.60      2.90     3.50       0.0153     2.40    3.30   2.90       0.0045   • ICU nights (hours
                                                                                                                not nights)
ICU stay (hours)                 20.20      21.10    22.00      0.1933 20.20      21.10   25.20      0.0362
Radiation Exposure (mins)         2.90      3.00     3.70       0.0509     2.90    3.30   2.90       0.1182
                                                                                                              • LOS
Gender effect
Group name                  Gender
                                                   Summary
Subgroup names              Female Male
Fisher’s Exact Test            %     %       p
Transfusion required           2.65 4.60 0.4713    Worse
Durotomy/CSF leak              7.08 8.05 0.7939    • LOS: 4.1 vs 3.7 days
Local (major)                  1.77 2.30 1.0000    • Radiation exposure: 2.5 vs 2.9
Local (moderate)              11.50 10.34 0.8243
Local (minor)                  0.88 0.00 1.0000
                                                     minutes
Local (All: M, M, M)          14.15 12.64 0.9635
Systemic (major)               2.65 2.30 1.0000    Similar
Systemic (moderate)            5.31 5.75 1.0000    • Complications
Systemic (minor)              23.01 16.09 0.2851
Systemic (all)                30.97 24.14 0.6038
                                                   • Theater/Cutting time
Local or Systemic (major)      4.42 4.60 1.0000    • ICU/High care use
Local or Systemic (moderate) 16.81 16.09 1.0000
Local or Systemic (minor)     23.89 16.09 0.2851
ICU - zero nights             10.62 19.77
ICU - one night               79.65 70.93 0.2075
ICU - two night                9.73 9.30
Kruskal-Wallis Test          mean mean p
LOS postop (days)              4.10 3.70 0.0028
Theater Time (hours)           4.30 4.00 0.2124
Cutting Time (hours)           3.20 2.90 0.2744
ICU stay (hours)              21.50 19.90 0.1832
Radiation Exposure (mins)      3.50 2.90 0.0395
Revision effect
Group name                     Revision Surgery
Group values                                           De Novo      Scar           Ix


Fisher’s Exact Test            p-value     significance %           %              %
Transfusion required              0.1926          -          2.72           4.35        14.29
Durotomy/CSF leak                 0.0038       Yes           4.08          19.57         0.00
Local (major)                     1.0000          -          2.04           2.17         0.00
Local (moderate)                  0.0080       Yes           6.80          23.91        14.29
Local (minor)                     1.0000          -          0.68           0.00         0.00
Local (All: M, M, M)              0.0421       Yes           9.52          26.08        14.29
                                                                                                Worse
Systemic (major)                  0.0573          -          1.36           4.35        14.29
                                                                                                • Durotomy
Systemic (moderate)               0.5293          -           4.76        8.70         0.00
Systemic (minor)                  0.4722          -          18.37       26.09        14.29
                                                                                                • Theater time (but not
Systemic (all)                    0.1817          -          24.49       39.14        28.58          cutting time)
Local or Systemic (major)         0.1580          -           3.40        6.52        14.29     Similar
Local or Systemic (moderate)      0.0068       Yes           11.56       32.61        14.29     • Cutting time (? Numbers)
Local or Systemic (minor)         0.4722          -          18.37       26.09        14.29     • Transfusion requirements
ICU nights                        0.8029          -                                             • Systemic complications
Group values                                           De Novo     Scar        Ix           De Novo Other local Ix
                                                                                                •        Scar     complications
Kruskal-Wallis Test             p-value        sig?     median1      median2      median3            LOS mean2
                                                                                                •mean1             mean3
LOS postop (days)                 0.4061          -           3.80        4.00         3.90
                                                                                                • 4.6ICU stay (hours & nights)
                                                                                                                5   5.2
Theater Time (hours)              0.0071       Yes           4.00           4.40         5.80   4.2    4.7    5.8
Cutting Time (hours)              0.0800          -          2.90           3.30         4.70   3.1    3.5    4.1
ICU stay (hours)                  0.6516          -         21.20          21.00        19.60   23    20.9    20
Radiation Exposure (mins)         0.1912          -          3.00           3.80         3.50   4.1    4.4    3.9
Levels operated

Group name                  Levels
                                                                     Worse
Subgroup names                             1 level 2 level 3 level
Fisher’s Exact Test         p-value sig?     %       %       %
                                                                     • Durotomies
Transfusion required         0.1012 -         1.77    5.00   14.29   • ((Theater, Cutting, Radiation
Durotomy/CSF leak            0.0315 Yes       3.54   12.50   14.29     time))
Local (major)                0.1582 -         1.77    1.25   14.29
                                                                     • LOS & ICU stay
Local (moderate)             0.0019 Yes       4.42   20.00   14.29
Local (minor)                 0.435 -         0.00    1.25    0.00
Local (All: M, M, M)         0.0015 Yes       6.19   22.50   28.58   Same
Systemic (major)             0.7082 -         1.77    3.75    0.00   • Systemic complications
Systemic (moderate)          0.2784 -         3.54    8.75    0.00
                                                                     • Local complications except
Systemic (minor)             0.5822 -       17.70    22.50   28.57
Systemic (all)                0.535 -       23.01    35.00   28.57     durotomy
Local or Systemic (major)    0.3304 -         3.54    5.00   14.29
Local or Systemic (moderate) 0.0025 Yes       7.96   28.75   14.29
Local or Systemic (minor)    0.5822 -       17.70    23.75   28.57
ICU nights                   0.0001 Yes
Kruskal-Wallis Test                        Median Median Median
LOS postop (days)            0.0229 Yes       3.70    4.70    4.70
Theater Time (hours)         0.0001 Yes       3.20    5.00    6.50
Cutting Time (hours)         0.0001 Yes       2.20    3.80    5.20
ICU stay (hours)             0.0071 Yes     20.30    21.40   21.20
Radiation Exposure (mins)    0.0001 Yes       2.70    3.70    5.50
More complex surgery (n = 125)

Group name                  Orange River TLIF class (n = 125)

Subgroup names                                                  1a     1b    1c    1d    2a    2b   2c    2d 3a     3c


Fisher’s Exact Test         p-value (Chi-Square)         sig? %        %     %     %     %     %    %     %   % %
Local or Systemic (major)   0.5377 (Chi-Square)          -       8.2   6.7   0.0   0.0   2.9   9.1 16.7 50.0 0.0     0.0
Local or Systemic (moderate) 0.3234 (Chi-Square)         -       4.1 26.7 33.3     0.0 11.8 18.2    0.0   0.0 0.0    0.0
Local or Systemic (minor)   0.3831 (Chi-Square)          -      12.2 13.3    0.0   0.0   8.8   9.1 16.7   0.0 0.0 100.0
Significant blood loss      0.0032 (Chi-Square)          yes    4.1 40.0 0.0 50.0 35.3 18.2 50.0 50.0 0.0 100.0
LOS postop (days)           0.0389 (Kruskal-Wallis Test) yes    3.7 4.5 3.9 3.1 4.5 6.6 4.9 5.7 6.3                 5.7
Application- using probabilities &
median values
                              S3977               S4073               S4095
Age                             30                  53                  70
BMI                             38                  33
Comorbidity (ASA)                1                   1                   2
Gender                       Female               Male                Female
Previous surgery     Scar (laminectomy   None                  Instrumentation L4-S1
                     same level)
Transitional vertebra no                 lumbarized S1 (work   no
                                         higher up though)
Plan                 L5/S1 TLIF & IX     L5/6 TLIF & Ix        L3/4 TLIF, wide
                                                               dekompression,
                                                               remove some of L4-S1
                                                               Ix; consider
                                                               vertebroplasty

Orange Class                   1a                   1a                   1d


                                                          Bottom line:                        S3977 S4073   S4095

                                                          Prepare theater time                 4.1   3.0     6.2

                                                          Prepare 2 nights in ICU/High Care   14.3% 12.6%   31.4%
                                                          Prepare physician due to
                                                          major/moderate systemic
                                                          complications                       52.0% 43.4%   74.4%

                                                          Prepare transfusion                 15.2% 15.6%   31.2%
Summary
 Age
   >70: longer LOS (4 vs 6 days)
   >70: transfusion more likely
    (15 vs 2%)
   >65: ICU stay (hours not
    nights)
   ISQ complications
 BMI
   Longer procedure, theater
    time, irradiation time
   More ICU nights
   ISQ complications & LOS
 Comorbidity (ASA score)
   Longer procedure
   ISQ complications & LOS

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MI-TLIF - effect of Age, BMI & Comorbidity - 2012-10-06 - SA Neurosurgery Congress, Somerset West, South Africa

  • 1. MAST/MISS TLIF effect of Age, BMI & Comorbidity in 200 patients Petrus Stone, Neurosurgeon, Bloemfontein 2012-10-06
  • 2. Disclosures  MAST/MISS Teaching on behalf of Medtronic  No funding/ compensation for this study or presentation  No animals were harmed
  • 3. Background - Motivation for study  Expected small incisions to be like tips of iceberg i.e. pretty on the surface but …  Unexpectedly plain sailing (anaesthesia & hospital) for older & sicker patients  Quantify this suspicion
  • 4. Literature  OPEN surgery  Age – more complicated  BMI – more complicated  Comorbidity - more complicated  MI/MAST  Age – some studies (Mendeley Group: TLIF)  BMI – some studies  Co-morbidity – no comparisons
  • 5. Family debate– open vs MISS  Advantages (theoretical)  Cosmesis,  Pain,  Hospital Stay,  Blood Loss,  Infection  Disadvantages (theoretical)  Fusion Rate,  Steep Learning Curve,  Irradiation exposure
  • 6. Objective  To what degree does co-morbidity affect (short term) outcome  Use of Information  Patient/procedure selection  Resource allocation (length of stay, High Care nights, transfusion, Physicians)
  • 7. Patients / Materials And Methods  200 consecutive degenerative TLIF cases since 2009-08-31  Review case notes, hospital notes (myself; Mediclinic nurse)  Excluded 6 cases  1x conversion to open  1x aborted procedure (revision of open TLIF; screw holes too big)  1x cancellation on table (medical aid interference)  3 trauma thoraco-lumbar cases  Stat analysis by UOFS statistician
  • 8.
  • 9. Descriptive Stats – The Procedures  Surgical Time  Median 3 hours (1h25-9h30) (case no 9; 3 levels)  Levels operated / Orange River TLIF Class  1: 56.5%  A: 39%  B-F: 15%  2: 40%  A: 24.5% TLIF sub-classes to accommodate for extra  B-F: 15.5% work  3: 3.5% • a – no extra work  A: 2.5% • b – 30 minutes • c – 60 minutes  B-F: 1.0% • Etc  Medtronic : n = 181 (90.5%) Examples • Vertebroplasty;  Navigation: n = 8 (4%) • adjacent level discectomy;  Radiation exposure: median 3.1 • Same level wide decompression/lami; minutes (range 1.5 to 23) • Remove instrumentation
  • 10. Descriptive Stats – Short term Outcome Major  Duration follow up: 30-880 • threatening to life or limb days function • Early revision surgery  Length of ICU/High Care Moderate stay • prolonged hospital stay or  0 nights: 14,5% outpatient treatment required Minor  1 night: 75.5% • inconvenient  2 nights: 9.5%  Length of postoperative hospital stay  Median 3.9 days (0.9 to 17.9)  Need for transfusion  3.5%
  • 11. Significant Complications Major local complications % Major systemic complications % decompression same stay 1.0% Pulmonary embolism 1.5% fusion extension same stay 0.5% Unexpected epileptic fit 0.5% severe L4 nerve root damage 0.5% tachy-arythmia -> cardioversion 0.5% 2.0% 2.5% Moderate local complications % Moderate systemic complications % durotomies 7.5% superficial sepsis 1.0% respiratory (chest infection, atelectasis, iatrogenic end plate damage --> extra screws 0.5% sleep apnoea) 4.5% partial L5 weakness 1 (0.5%) 0.5% persisting dysesthetic leg pain 0.5% arrhythmia 0.5% plunge with PAK needle (uncomplicated) 0.5% screw too deep, Hb drop 0.5% quadriceps hematoma 0.5% 11.0% 5.5% Summary all significant complications % Complications (Major/moderate; Systemic/Local) 21.0% Cases (Major and/or Moderate) 18.5%
  • 12. Significant Complications Major local complications % decompression same stay 1.0% fusion extension same stay 0.5% severe L4 nerve root damage 0.5% 2.0%
  • 14. Age effect Group name Age Group 2 Subgroup names <65 >65 Fisher’s Exact Test % % p-value Sig? Worse Transfusion required 2.41 8.82 0.0969 - • Transfusion if >70: Durotomy/CSF leak Local (major) 6.63 1.81 11.76 0.2918 - 2.94 0.5284 - 15.8% Local (moderate) 9.64 17.65 0.2241 - • LOS if >70: 3.8 vs Local (minor) 0.60 0.00 1.0000 - 3.9 vs 5.7 days • ICU stay (hours not Local (All: M, M, M) 12.05 20.59 0.4077 - Systemic (major) 2.41 2.94 1.0000 - Systemic (moderate) 4.82 8.82 0.4028 - nights) if >65 Systemic (minor) 18.07 29.41 0.1577 - Systemic (all) 25.30 41.17 0.1415 - Local or Systemic (major) 4.22 5.88 0.6515 - Similar Local or Systemic (moderate) 14.46 26.47 0.1914 - • Complications Local or Systemic (minor) 18.67 29.41 0.1577 - • Theater, Cutting, Significant blood loss 1 night: 75.9%; 2 1 night: 75.76%; 2 Radiation time nights: 6.63% ICU nights nights 24.24% 0.0005 Yes Kruskal-Wallis Test Median Median p-value Sig? LOS postop (days) 3.80 4.90 0.0451 Yes Theater Time (hours) 4.10 4.30 0.4115 - Cutting Time (hours) 3.00 3.10 0.5770 - ICU stay (hours) 20.50 21.70 0.0020 Yes Radiation Exposure (mins) 3.10 3.10 0.6888 -
  • 15. BMI effect Group name BMI BMI Group 3 Subgroup names <35 >35 <35 35-40 >40 Fisher’s Exact Test % % p-value % % % p-value Transfusion required 3.45 3.64 1.0000 3.45 0.00 7.69 0.2114 Durotomy/CSF leak 8.28 5.45 0.7642 8.28 6.90 3.85 0.9088 Local (major) 1.38 3.64 0.3038 1.38 6.90 0.00 0.1821 Worse • ICU nights Local (moderate) 12.41 7.27 0.4478 12.41 10.34 3.85 0.5757 Local (minor) 0.00 1.82 0.2750 0.00 0.00 3.85 0.1300 • Theater, Cutting, RE Local (All: M, M, M) 13.79 12.73 0.1729 13.79 17.24 7.70 0.1149 Systemic (major) 2.76 1.82 1.0000 2.76 0.00 3.85 0.6015 Systemic (moderate) Systemic (minor) 4.83 18.62 7.27 23.64 0.4985 4.83 6.90 7.69 0.6770 0.4338 18.62 24.14 23.08 0.6583 time Systemic (all) 26.21 32.73 0.8746 26.21 31.04 34.62 0.9190 Local or Systemic (major) 4.14 5.46 0.7084 4.14 6.90 3.85 0.8519 Local or Systemic (moderate) 17.24 14.54 0.6623 17.24 17.24 11.54 0.9036 Similar Local or Systemic (minor) ICU - zero nights 18.62 17.36 25.46 7.27 0.4338 18.62 24.14 26.93 0.6583 17.36 13.79 0.00 • Complications ICU - one night 75.69 76.36 0.0381 75.69 68.97 84.62 0.0312 6.94 17.24 15.38 • Hospital LOS ICU - two night 6.94 16.36 ICU nights Kruskal-Wallis Test median median p-value p-value LOS postop (days) 3.90 4.00 0.1588 3.90 3.90 4.40 0.3392 Theater Time (hours) 4.00 4.70 0.0209 4.00 4.60 5.20 0.0245 Cutting Time (hours) 2.80 3.50 0.0163 2.80 3.20 3.80 0.0216 ICU stay (hours) 21.00 22.00 0.1765 21.00 20.40 23.00 0.1687 Radiation Exposure (mins) 3.00 3.70 0.0153 3.00 3.00 5.30 0.0012
  • 16. Comorbidity (ASA) effect Group name ASA score ASA_Ex_BMI Subgroup names ASA 1 ASA 2 ASA 3 ASA 1 ASA 2 ASA 3 Fisher’s Exact Test % % % p-value % % % p-value Transfusion required 1.89 4.55 3.39 0.8867 1.59 4.69 0.00 0.5883 Durotomy/CSF leak 9.43 7.95 5.08 0.6999 7.94 7.81 0.00 1.0000 Local (major) 0.00 2.27 3.39 0.5810 0.00 3.13 0.00 0.4221 Summary Local (moderate) 15.09 11.36 6.78 0.3714 14.29 10.16 0.00 0.5071 Local (minor) 0.00 0.00 1.69 0.5600 0.00 0.78 0.00 1.0000 More likely Local (All: M, M, M) 15.09 13.63 11.86 0.4548 14.29 14.07 0.00 0.6124 Systemic (major) 3.77 2.27 1.69 0.7278 3.17 2.34 0.00 0.7349 • Minor & Moderate Systemic (moderate) 1.89 6.82 6.78 0.4513 1.59 6.25 22.22 0.0491 systemic Cx Systemic (minor) 13.21 21.59 23.73 0.3462 11.11 22.66 44.44 0.0255 • Theater & Cutting Systemic (all) 18.87 30.68 32.20 0.6372 15.87 31.25 66.66 0.0358 time Local or Systemic (major) 3.77 4.54 5.08 1.0000 3.17 5.47 0.00 0.8168 Local or Systemic (moderate) 16.98 18.18 13.56 0.6589 15.88 16.41 22.22 0.7344 • ICU stay? (integar Local or Systemic (minor) 13.21 21.59 25.42 0.3462 11.11 23.44 44.44 0.0255 nights; not hours) ICU - zero nights 26.42 12.64 6.78 26.98 9.45 0.00 ICU - one night 66.04 81.61 76.27 0.0115 66.67 81.10 66.67 0.0034 Similar occurrence • Local Cx ICU - two night 7.55 5.75 16.95 6.35 9.45 33.33 Kruskal-Wallis Test median median median p-value p-value LOS postop (days) 3.80 3.90 4.00 0.2550 3.60 4.00 4.00 0.0857 • Major Systemic Cx Theater Time (hours) 3.60 4.20 4.70 0.0063 3.50 4.50 4.10 0.0008 • Transfusion Cutting Time (hours) 2.60 2.90 3.50 0.0153 2.40 3.30 2.90 0.0045 • ICU nights (hours not nights) ICU stay (hours) 20.20 21.10 22.00 0.1933 20.20 21.10 25.20 0.0362 Radiation Exposure (mins) 2.90 3.00 3.70 0.0509 2.90 3.30 2.90 0.1182 • LOS
  • 17. Gender effect Group name Gender Summary Subgroup names Female Male Fisher’s Exact Test % % p Transfusion required 2.65 4.60 0.4713 Worse Durotomy/CSF leak 7.08 8.05 0.7939 • LOS: 4.1 vs 3.7 days Local (major) 1.77 2.30 1.0000 • Radiation exposure: 2.5 vs 2.9 Local (moderate) 11.50 10.34 0.8243 Local (minor) 0.88 0.00 1.0000 minutes Local (All: M, M, M) 14.15 12.64 0.9635 Systemic (major) 2.65 2.30 1.0000 Similar Systemic (moderate) 5.31 5.75 1.0000 • Complications Systemic (minor) 23.01 16.09 0.2851 Systemic (all) 30.97 24.14 0.6038 • Theater/Cutting time Local or Systemic (major) 4.42 4.60 1.0000 • ICU/High care use Local or Systemic (moderate) 16.81 16.09 1.0000 Local or Systemic (minor) 23.89 16.09 0.2851 ICU - zero nights 10.62 19.77 ICU - one night 79.65 70.93 0.2075 ICU - two night 9.73 9.30 Kruskal-Wallis Test mean mean p LOS postop (days) 4.10 3.70 0.0028 Theater Time (hours) 4.30 4.00 0.2124 Cutting Time (hours) 3.20 2.90 0.2744 ICU stay (hours) 21.50 19.90 0.1832 Radiation Exposure (mins) 3.50 2.90 0.0395
  • 18. Revision effect Group name Revision Surgery Group values De Novo Scar Ix Fisher’s Exact Test p-value significance % % % Transfusion required 0.1926 - 2.72 4.35 14.29 Durotomy/CSF leak 0.0038 Yes 4.08 19.57 0.00 Local (major) 1.0000 - 2.04 2.17 0.00 Local (moderate) 0.0080 Yes 6.80 23.91 14.29 Local (minor) 1.0000 - 0.68 0.00 0.00 Local (All: M, M, M) 0.0421 Yes 9.52 26.08 14.29 Worse Systemic (major) 0.0573 - 1.36 4.35 14.29 • Durotomy Systemic (moderate) 0.5293 - 4.76 8.70 0.00 Systemic (minor) 0.4722 - 18.37 26.09 14.29 • Theater time (but not Systemic (all) 0.1817 - 24.49 39.14 28.58 cutting time) Local or Systemic (major) 0.1580 - 3.40 6.52 14.29 Similar Local or Systemic (moderate) 0.0068 Yes 11.56 32.61 14.29 • Cutting time (? Numbers) Local or Systemic (minor) 0.4722 - 18.37 26.09 14.29 • Transfusion requirements ICU nights 0.8029 - • Systemic complications Group values De Novo Scar Ix De Novo Other local Ix • Scar complications Kruskal-Wallis Test p-value sig? median1 median2 median3 LOS mean2 •mean1 mean3 LOS postop (days) 0.4061 - 3.80 4.00 3.90 • 4.6ICU stay (hours & nights) 5 5.2 Theater Time (hours) 0.0071 Yes 4.00 4.40 5.80 4.2 4.7 5.8 Cutting Time (hours) 0.0800 - 2.90 3.30 4.70 3.1 3.5 4.1 ICU stay (hours) 0.6516 - 21.20 21.00 19.60 23 20.9 20 Radiation Exposure (mins) 0.1912 - 3.00 3.80 3.50 4.1 4.4 3.9
  • 19. Levels operated Group name Levels Worse Subgroup names 1 level 2 level 3 level Fisher’s Exact Test p-value sig? % % % • Durotomies Transfusion required 0.1012 - 1.77 5.00 14.29 • ((Theater, Cutting, Radiation Durotomy/CSF leak 0.0315 Yes 3.54 12.50 14.29 time)) Local (major) 0.1582 - 1.77 1.25 14.29 • LOS & ICU stay Local (moderate) 0.0019 Yes 4.42 20.00 14.29 Local (minor) 0.435 - 0.00 1.25 0.00 Local (All: M, M, M) 0.0015 Yes 6.19 22.50 28.58 Same Systemic (major) 0.7082 - 1.77 3.75 0.00 • Systemic complications Systemic (moderate) 0.2784 - 3.54 8.75 0.00 • Local complications except Systemic (minor) 0.5822 - 17.70 22.50 28.57 Systemic (all) 0.535 - 23.01 35.00 28.57 durotomy Local or Systemic (major) 0.3304 - 3.54 5.00 14.29 Local or Systemic (moderate) 0.0025 Yes 7.96 28.75 14.29 Local or Systemic (minor) 0.5822 - 17.70 23.75 28.57 ICU nights 0.0001 Yes Kruskal-Wallis Test Median Median Median LOS postop (days) 0.0229 Yes 3.70 4.70 4.70 Theater Time (hours) 0.0001 Yes 3.20 5.00 6.50 Cutting Time (hours) 0.0001 Yes 2.20 3.80 5.20 ICU stay (hours) 0.0071 Yes 20.30 21.40 21.20 Radiation Exposure (mins) 0.0001 Yes 2.70 3.70 5.50
  • 20. More complex surgery (n = 125) Group name Orange River TLIF class (n = 125) Subgroup names 1a 1b 1c 1d 2a 2b 2c 2d 3a 3c Fisher’s Exact Test p-value (Chi-Square) sig? % % % % % % % % % % Local or Systemic (major) 0.5377 (Chi-Square) - 8.2 6.7 0.0 0.0 2.9 9.1 16.7 50.0 0.0 0.0 Local or Systemic (moderate) 0.3234 (Chi-Square) - 4.1 26.7 33.3 0.0 11.8 18.2 0.0 0.0 0.0 0.0 Local or Systemic (minor) 0.3831 (Chi-Square) - 12.2 13.3 0.0 0.0 8.8 9.1 16.7 0.0 0.0 100.0 Significant blood loss 0.0032 (Chi-Square) yes 4.1 40.0 0.0 50.0 35.3 18.2 50.0 50.0 0.0 100.0 LOS postop (days) 0.0389 (Kruskal-Wallis Test) yes 3.7 4.5 3.9 3.1 4.5 6.6 4.9 5.7 6.3 5.7
  • 21. Application- using probabilities & median values S3977 S4073 S4095 Age 30 53 70 BMI 38 33 Comorbidity (ASA) 1 1 2 Gender Female Male Female Previous surgery Scar (laminectomy None Instrumentation L4-S1 same level) Transitional vertebra no lumbarized S1 (work no higher up though) Plan L5/S1 TLIF & IX L5/6 TLIF & Ix L3/4 TLIF, wide dekompression, remove some of L4-S1 Ix; consider vertebroplasty Orange Class 1a 1a 1d Bottom line: S3977 S4073 S4095 Prepare theater time 4.1 3.0 6.2 Prepare 2 nights in ICU/High Care 14.3% 12.6% 31.4% Prepare physician due to major/moderate systemic complications 52.0% 43.4% 74.4% Prepare transfusion 15.2% 15.6% 31.2%
  • 22. Summary  Age  >70: longer LOS (4 vs 6 days)  >70: transfusion more likely (15 vs 2%)  >65: ICU stay (hours not nights)  ISQ complications  BMI  Longer procedure, theater time, irradiation time  More ICU nights  ISQ complications & LOS  Comorbidity (ASA score)  Longer procedure  ISQ complications & LOS