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Supplemental Digital ContentSupplement to: Lewis TC, Adhikari S, Tatapudi V, et al. A propensity-matched cohort
study of tocilizumab in patients with Covid-19.
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Table of ContentsPage
NYU Langone Tocilizumab Study Team Members 3
Table S1. General tocilizumab criteria 4
Table S2. Summary of baseline study variables pre-matching, overall and stratified by tocilizumab status
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Table S3. Standardized mean difference to assess matching quality based on the variable patients were matched on
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Table S4. Summary of study outcomes pre-matching, overall and stratified by tocilizumab status
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Table S5. Hazard ratio from competing risks regression comparing time to inpatient discharge between tocilizumab and matched control group
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Figure S1: Competing risk regression comparing time to mortality with discharge as a competing event, and for time to discharge with mortality as a competing event, for those who did and did not receive steroids
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NYU Langone Tocilizumab Study Group MembersInstitution Investigators
NYU Langone Health – Manhattan, NY Department of Pulmonary and Critical Care Medicine
Nancy Amoroso, MD Sam Parnia, MD John Munger, MD Department of Pharmacy Hongkai Bao, PharmD
Tania Ahuja, PharmD Serena Arnouk, PharmD Frank Cirrone, PharmD Cristian Merchan, PharmD John Papadopoulos, PharmD NYU Langone Transplant Institute Elaina Weldon, MSN, ACNP-BC
Bonnie Lonze, MD NYU Grossman School of Medicine Judith S. Hochman, MD NYU Winthrop Hospital – Mineola, NY
Department of Pulmonary and Critical Care Medicine
Peter Spiegler, MD Department of Infectious Diseases Martin Backer, MD
Diane Johnson, MD
Sigridh A. Munoz-Gomez, MD Adina Musta, MD
Daria Zainoullina, MD Dinuli Delpachitra, MD
Department of Internal Medicine Janette Hernandez-Torres, MD Rose Aye, MD
NYU Langone Hospital Brooklyn – Brooklyn, NY Department of Pulmonary and Critical
Care Medicine
Tshering Amdo, MD Jorge Mercado, MD Mark H. Adelman, MD Andrew DeMaio, MD Department of Pharmacy Ola Elnadoury, PharmD
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Table S1: General tocilizumab criteria1. SARS-CoV-2 PCR positive
2. Within 72 hours of presentation to hospital
3. Significant oxygen requirement (4-6 L nasal cannula or higher) or rapidly increasing oxygen requirements
4. Elevated inflammatory markers
a) C-reactive protein > 100 mg/L b) Ferritin > 1,000 ng/mL
c) Lactate dehydrogenase > 220 U/L 5. Bilateral consolidations on chest radiography
aPCR=polymerase chain reaction.
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Table S2: Baseline study variables pre-matching, overall and stratified by tocilizumab statusVariable
Total (IQR/%)
On Tocilizumab
(IQR/%)
Not on Tocilizumab
(IQR/%)
p- value (n=3580) (n=497) (n=3083)
Age, Years, median (IQR)
64 (52,75) 61 (52,69) 64 (52,76)
<0.00 1 Gender, no. (%)
Female
1427 (39.86%) 145 (29.18%) 1282 (41.58%)
<0.00 1
Male 2153 (60.14%) 352 (70.82%) 1801 (58.42%)
Race, no. (%)
African-American 550 (15.36%) 73 (14.69%) 477 (15.47%) 0.778
Asian 242 (6.76%) 37 (7.44%) 205 (6.65%)
White 1552 (43.35%) 222 (44.67%) 1330 (43.14%)
Other/Unknown 1236 (34.53%) 165 (33.20%) 1071 (34.74%) Smoking Status, no. (%)
Current 61 (1.70%) 1 (0.20%) 60 (1.95%) 0.02
Former 707 (19.75%) 101 (20.32%) 606 (19.66%)
Unknown or Never 2812 (78.55%) 395 (79.48%) 2417 (78.40%) BMI (continuous), kg/m2,
median (IQR)
29.18 (25.79, 33.41)
30.14 (26.50, 33.90)
29.05 (25.7, 33.28)
0.002
BMI (categorical), kg/m2, no. (%)
<30 1983 (55.39%) 245 (49.30%) 1738 (56.37%) 0.011
30-40 254 (7.09%) 37 (7.44%) 217 (7.04%)
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>40 1343 (37.51%) 215 (43.23%) 1128 (36.59%)
Diabetes, no. (%) 1035 (28.91%) 124 (24.95%) 911 (29.55%) 0.041 Heart disease, no. (%) 483 (13.49%) 52 (10.46%) 431 (13.98%) 0.039 Hypertension, no. (%)
1676 (46.82%) 194 (39.03%) 1482 (48.07%)
<0.00 1 Lung disease, no. (%)
726 (20.28%) 66 (13.28%) 660 (21.41%)
<0.00 1 Solid organ transplant, no.
(%)
33 (0.92%) 9 (1.81%) 24 (0.78%) 0.047
Leukemia/lymphoma, no. (%) 49 (1.37%) 5 (1.01%) 44 (1.43%) 0.588 Vasopressors (pre-Toci), no.
(%)
415 (11.59%) 28 (5.63%) 387 (12.55%)
<0.00 1 Steroid (at any point), no. (%)
731 (20.42%) 257 (51.71%) 474 (15.37%)
<0.00 1 NMB (pre-Toci), no. (%) 552 (15.42%) 78 (15.69%) 474 (15.37%) 0.908 ECMO (pre-Toci), no. (%) 14 (0.39%) 3 (0.60%) 11 (0.36%) 0.667 Days since admission
(baseline), median (IQR)
6 (3, 11) 3 (2, 5) 6 (3, 12)
<0.00 1 Hydroxychloroquine, no. (%)
2880 (80.45%) 470 (94.57%) 2410 (78.17%)
<0.00 1 Azithromycin, no. (%)
2673 (74.66%) 450 (90.54%) 2223 (72.11%)
<0.00 1 Nitazoxanide, no. (%) 241 (6.73%) 31 (6.24%) 210 (6.81%) 0.706 Lopinavir/ritonavir, no. (%) 292 (8.16%) 54 (10.87%) 238 (7.72%) 0.022 Time admitted in hospital, no. (%)
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Before April 1 1876 (52.40%) 230 (46.28%) 1646 (53.39%) 0.004 After April 1 1704 (47.60%) 267 (53.72%) 1437 (46.61%) 0.004 CRP (continuous), mg/L,median (IQR)
94 (34.9, 193)
202.6 (143.17,
255.59)
60.95 (23.5, 136)
<0.00 1
CRP (categorical), mg/L, no. (%) 0-34
408 (11.40%) 6 (1.21%) 402 (13.04%)
<0.00 1
35-94 405 (11.31%) 34 (6.84%) 371 (12.03%)
95-192 402 (11.23%) 139 (27.97%) 263 (8.53%)
193+ 406 (11.34%) 225 (45.27%) 181 (5.87%)
Not measured 1959 (54.72%) 93 (18.71%) 1866 (60.53%) D-dimer (continuous), ng/mL,
median (IQR)
756 (344, 2208.5)
892 (474, 2540.5)
716 (313, 2151)
<0.00 1 D-dimer (categorical), ng/mL, no. (%)
0-343
301 (8.41%) 43 (8.65%) 258 (8.37%)
<0.00 1
344-752 303 (8.46%) 93 (18.71%) 210 (6.81%)
753-2207 304 (8.49%) 84 (16.90%) 220 (7.14%)
2207+ 304 (8.49%) 83 (16.70%) 221 (7.17%)
Not measured 2368 (66.15%) 194 (39.03%) 2174 (70.52%) Ferritin (continuous), ng/mL,
median (IQR)
989.5 (484, 1916.78)
1522 (995, 2635)
790 (400.65,
1622.5)
<0.00 1
Ferritin (categorical), ng/mL, no. (%)
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0-483381 (10.64%) 27 (5.43%) 354 (11.48%)
<0.00 1
484-990 380 (10.61%) 73 (14.69%) 307 (9.96%)
990-1917 380 (10.61%) 146 (29.38%) 234 (7.59%)
1917+ 381 (10.64%) 153 (30.78%) 228 (7.40%)
Not measured 2058 (57.49%) 98 (19.72%) 1960 (63.57%) IL-6 (continuous), pg/mL,
median (IQR)
21 (6,86) 29 (14,80) 11 (5,97) 0.003
IL-6 (categorical), pg/mL, no. (%) 0-6
63 (1.76%) 18 (3.62%) 45 (1.46%)
<0.00 1
7-21 58 (1.62%) 30 (6.04%) 28 (0.91%)
22-86 57 (1.59%) 45 (9.05%) 12 (0.39%)
87+ 59 (1.65%) 28 (5.63%) 31(1.01%)
Not measured 3343 (93.38%) 376 (75.65%) 2967 (96.24%) Oxygen Support, no. (%)
None (room air)
1702 (47.54%) 22 (4.43%) 1680 (54.49%)
<0.00 1 Nasal cannula or mask 1138 (31.79%) 273 (54.93%) 865 (28.06%)
High flow 490 (13.69%) 139 (27.97%) 351 (11.39%) Mechanical Ventilation 250 (6.98%) 63 (12.68%) 187 (6.07%)
*BMI=body mass index; CRP=C-reactive protein; ECMO=extracorporeal membrane oxygenation; IL-6=interleukin 6; NMB=neuromuscular blocker; Toci=tocilizumab.
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Table S3. Standardized mean difference to assess matching quality based on the variable patients were matched onMatching variables
Control Pre Matching
Control Post Matching
On Tocilizumab
(n=497 )
Not on Tocilizumab
(n=3083 )
Std.
Mean Diff.
Not on Tocilizumab
(n=497)
Std.
Mean Diff.
Age, years 60.161 62.982
- 0.197
61.853 -0.118
Race, Reference Hispanic
African-American 73 (14.70%) 477 (15.50%) - 0.022
84 (16.90%) -0.062
Asian 37 (7.40%) 205 (6.60%) 0.03 33 (6.64%) 0.031
White
222 (44.70%)
1330 (43.10%)
0.031 211 (42.45%) 0.044
Other/ unknown
165 (33.20%)
1071 (34.70%)
- 0.033
169 (34.00%) -0.017
Male
352 (70.80%)
1801 (58.40%)
0.273 327 (65.79%) 0.111
Smoking status (Reference current smoker)
Former smoker
101 (20.30%)
606 (19.70%) 0.017 106 (21.33%) -0.025
Unknown or never smoker
395 (79.50%)
2417 (78.40%)
0.027 390 (78.47%) 0.025
BMI, kg/m2 30.867 30.019 0.135 30.427 0.07
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ECMO 3 (0.60%) 11 (0.36%) 0.032 5(1.01%) -0.052
Steroid (at any point)
257 (51.70%)
474 (15.37%) 0.726 125 (25.15%) 0.531
NMB at baseline
257 (15.70%)
474 (15.37%) 0.009 90 (18.11%) -0.066
Vasopressor at baseline
28 (5.60%) 387 (12.55%) -0.3 48 (9.66%) -0.174
Lopinavir/ritonavir 54 (10.90%) 238 (7.72%) 0.101 35 (7.04%) 0.123
Hydroxychloroquine
470 (94.60%)
2410 (78.17%)
0.723 456 (91.75%) 0.124
Azithromycin
450 (90.50%)
2223 (72.11%)
0.629 427 (85.92%) 0.158
Nitazoxanide 31 (6.20%) 210 (6.81%) - 0.024
38 (7.65%) -0.058
Hypertension
194 (39.00%)
1482 (48.07%)
- 0.185
204 (41.05%) -0.041
Diabetes 124 (24.90%) 911 (29.55%) - 0.106
135 (27.16%) -0.051
Solid organ transplant
9 (1.80%)
24 (0.78%)
0.077 4 (0.80%) 0.075
Lung disease 66 (13.30%) 660 (21.41%) - 0.239
78 (15.69%) -0.071
Heart disease 52 (10.50%) 431 (13.98%) - 0.115
56 (11.27%) -0.026
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Treatment month,after April 1
267 (53.70%)
1437 (46.61%)
0.142 262 (52.72%) 0.02
Days in hospital 3.817 8.527
- 1.385
5.429 -0.474
CRP at baseline, mg/L (Reference 0-34)
35 – 94 34 (6.80%) 371 (12.03%) - 0.205
52 (10.46%) -0.143
95 – 192
139 (27.97%)
263 (8.53%) 0.433 105 (21.13%) 0.152
193+ 225 (45.30%) 181 (5.87%) 0.791 115 (23.14%) 0.444
Unmeasured 93 (18.70%)
1866 (60.53%)
- 1.071
209 (42.05%) -0.598
D-dimer at baseline, ng/mL (Reference 0-343)
344-752 93 (18.70%) 210 (6.81%) 0.305 51 (10.26%) 0.216 753-2207 84 (16.90%) 220 (7.14%) 0.26 63 (12.68%) 0.113 2207+ 83 (16.70%) 221 (7.17%) 0.255 72 (14.49%) 0.059
Unmeasured 194 (39.00%)
2174 (70.52%)
- 0.645
279 (56.14%) -0.35
Oxygen support at baseline, Reference None/ Room air Nasal cannula or
mask
273 (54.93%) 865 (28.06%) 0.54 297 (59.76%) -0.097
High flow nasal cannula
139 (27.97%) 351 (11.39%) 0.369 112 (22.54%) 0.121
Mechanical ventilation
63 (12.68%) 187 (6.07%) 0.198 47 (9.46%) 0.097
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IL-6 at baseline, pg/mL (Reference 0-6)7-21 30 (6.04%) 28 (0.91%) 0.215 13 (2.62%) 0.143
22-86 45 (9.05%) 12 (0.39%) 0.302 7 (1.41%) 0.266
87+ 28 (5.63%) 31 (1.01%) 0.201 21 (4.23%) 0.061
Unmeasured 376 (75.65%)
2967 (96.24%)
- 0.479
445 (89.54%) -0.323
Ferritin, ng/mL (Reference 0-483)
484-990 73 (14.69%) 307 (9.96%) 0.133 67 (13.48%) 0.034 991-1917 146 (29.38%) 234 (7.59%) 0.478 83 (16.70%) 0.278 1917+ 153 (30.78%) 228 (7.40%) 0.506 93 (18.71%) 0.261
Unmeasured 98 (19.72%)
1960 (63.57%)
- 1.101
226 (45.47%) -0.647
Mean distance 0.679 0.052 1.989 0.264 1.315
*BMI=body mass index; CRP=C-reactive protein; ECMO=extracorporeal membrane oxygenation; IL-=interleukin 6; NMB=neuromuscular blocker.
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Table S4: Study outcomes pre-matching, overall and stratified by tocilizumab statusOutcome
Total (IQR/%)
On Tocilizumab
(IQR/%)
Not on Tocilizumab
(IQR/%)
p-value
(n=3580) (n=497) (n=3083)
Death, no. (%) 855 (23.88%) 145 (29.18%) 710 (23.03%) 0.003
Discharged, no. (%)
2688
(75.08%) 332 (66.80%)
2356 (76.42%)
<0.001
Still hospitalized, no. (%) 37 (1.03%) 20 (4.02%) 17 (0.55%) <0.001 Secondary infection, no. (%) 604 (16.87%) 171 (34.41%) 433 (14.04%) <0.001 BSI, no. (%) 231 (6.45%) 69 (13.88%) 162 (5.25%) <0.001 PNA, no. (%) 313 (8.74%) 129 (25.96%) 184 (5.97%) <0.001 UTI, no. (%) 230 (6.42%) 40 (8.05%) 190 (6.16%) 0.136 Off ECMO (after Toci), no.
(%)
22 (0.61%) 19 (3.82%) 3 (0.10%) <0.001
ICU length of stay (days), median (IQR)
8.45 (2.64, 18.46)
13.8 (6.18, 23.2)
6.2 (1.82, 15.32)
<0.001
Time to death (days), median (IQR)
9 (5, 16.5) 16 (9, 26) 8 (5, 14) <0.001
Time to discharge (days), median (IQR)
6 (3, 11) 16 (11, 31) 5 (3, 9) <0.001
Time to any infection (days), median (IQR)
6 (1, 13) 10 (5, 15) 4 (1, 11) <0.001
Time to BSI (days), median (IQR)
7 (1, 15) 12 (7, 16) 4 (0, 12.75) <0.001
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Time to PNA (days), median(IQR)
10 (5, 16) 12 (7, 17) 9 (4, 15) 0.001
Time to UTI (days), median (IQR)
3 (0.25, 13.75) 13.5 (2, 19.5) 1 (0, 10) <0.001
aAll comparisons are unadjusted. BSI=bloodstream infection; ECMO=extracorporeal membrane oxygenation; ICU=intensive care unit; PNA=pneumonia; Toci=tocilizumab; UTI=urinary tract infection.
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Table S5: Competing risk regression comparing time to inpatient discharge betweentocilizumab and matched control group
Unadjusted Adjusted
Hazard Ratio
95% CI
p- value
Hazard Ratio 95% CI p-value
Tocilizumab
0.86
(0.73, 1.01)
0.074 0.96 (0.78, 1.17) 0.67
Steroid use
0.4 (0.34, 0.48) 0 Pre-Toci
vasopressors
0.47 (0.30, 0.72) 0.001
Azithromycin 1.1 (0.82, 1.48) 0.52
Days in hospital 0.97 (0.95, 1) 0.048
CRP, mg/L
0-34 1.0 (Reference)
35-94 0.87 (0.52, 1.45) 0.59
95-192 0.54 (0.33, 0.9 ) 0.017
193+ 0.37 (0.22, 0.62) 0
Unmeasured 0.72 (0.41, 1.27) 0.26
D-dimer, ng/mL
0-343 1.0 (Reference)
344-752 0.71 (0.51, 0.97) 0.032
753-2207 0.4 (0.28, 0.57) 0
2207+ 0.29 (0.19, 0.43) 0
Unmeasured 0.57 (0.42, 0.78) 0
IL-6, pg/mL
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0-6 1.0 (Reference)
7-21 0.74 (0.44, 1.24) 0.25
22-86 0.51 (0.31, 0.84) 0.008
87+ 0.38 (0.21, 0.7) 0.002
Unmeasured 0.66 (0.45, 0.98) 0.041
Ferritin, ng/mL
0-483 1.0 (Reference)
484-990 1.05 (0.72, 1.53) 0.81
991-1917 0.98 (0.68, 1.41) 0.89
1917+ 0.76 (0.52, 1.1) 0.14
Unmeasured 0.74 (0.47, 1.17) 0.19
aCRP=C-reactive protein; IL-6=interleukin 6; Toci=tocilizumab
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Figure S1: Competing risk regression comparing time to mortality with discharge as acompeting event, and for time to discharge with mortality as a competing event, for those who did and did not receive steroids in the matched cohort
Death,
Days 0 20 40 60 80
Steroids, n events/
n at risk
0/497 134/363 50/313 7/306 2/304
No Steroids, n events/n at risk
2/495 158/337 2/335 1/334 0/334
Discharge,
Days 0 20 40 60 80
Steroids, n events/
n at risk
0/497 88/409 47/362 8/354 2/352
No Steroids, n events/
n at risk
2/495 204/291 5/286 0/286 0/286