Background
Methods
Data sources
Measures
Statistical analysis
Results
Patients and baseline characteristics
Non-transplant | Transplant | |||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Characteristic | Non-transplant overall N = 22,062 | By use of LOT | Transplant overall N = 2763 | By use of LOT | Frontline induction therapy | Frontline induction therapy by use of consolidation therapya | Frontline induction therapy | |||||
> 1 LOT n = 9505 | Only 1 LOT n = 12,557 | P-valueb | > 1 LOT n = 2184 | Only 1 LOT n = 579 | P-valueb | Yes n = 1682 | Yes n = 187 | No n = 1495 | No n = 1081 | |||
Age at MM diagnosis, years | ||||||||||||
Mean (SD) | 71.1 (10.4) | 70.4 (10.1) | 71.6 (10.6) | < 0.0001 | 62.3 (8.7) | 62.3 (8.6) | 62.4 (9.0) | 0.6397 | 62.9 (8.6) | 61.0 (9.1) | 63.1 (8.5) | 61.4 (8.8) |
Median (Q1–Q3) | 72.0 (65.0–79.0) | 72.0 (65.0–78.0) | 73.0 (65.0–80.0) | < 0.0001 | 65.0 (57.0–69.0) | 64.0 (57.0–69.0) | 65.0 (57.0–69.0) | 0.3294 | 65.0 (58.0–69.0) | 62.0 (55.0–68.0) | 65.0 (58.0–69.0) | 63.0 (56.0–68.0) |
Min, max | 20, 100 | 23, 95 | 20, 100 | 27, 82 | 27, 82 | 31, 80 | 27, 82 | 37, 80 | 27, 82 | 28, 80 | ||
Age categories, n (%) | < 0.0001 | 0.7143 | ||||||||||
< 65 | 5197 (23.6) | 2304 (24.2) | 2893 (23.0) | 1378 (49.9) | 1094 (50.1) | 284 (49.1) | 781 (46.4) | NR | NR | 597 (55.2) | ||
65–74 | 7741 (35.1) | 3581 (37.7) | 4160 (33.1) | 1298 (47.0) | 1019 (46.7) | 279 (48.2) | 840 (49.9) | 74 (40) | 766 (51) | 458 (42.4) | ||
75–84 | 7536 (34.2) | 3174 (33.4) | 4362 (34.7) | 87 (3.1) | 71 (3.3) | 16 (2.8) | 61 (3.6) | NR | NR | 26 (2,4) | ||
≥ 85 | 1588 (7.2) | 446 (4.7) | 1142 (9.1) | – | – | – | – | – | – | – | ||
Male, n (%) | 11,097 (50.3) | 4731 (49.8) | 6366 (50.7) | 0.1745 | 1556 (56.3) | 1249 (57.2) | 307 (53.0) | 0.0723 | 927 (55.1) | 110 (59) | 817 (55) | 629 (58.2) |
Race, n (%)c | < 0.0001 | < 0.0001 | ||||||||||
White | 13,176 (59.7) | 5847 (61.5) | 7329 (58.4) | 1263 (45.7) | 1069 (48.9) | 194 (33.5) | 709 (42.2) | 130 (70) | 579 (39) | 554 (51.2) | ||
Black | 2901 (13.1) | 1269 (13.4) | 1632 (13.0) | 252 (9.1) | 203 (9.3) | 49 (8.5) | 128 (7.6) | 25 (13) | 103 (7) | 124 (11.5) | ||
Asian | 428 (1.9) | 205 (2.2) | 223 (1.8) | 26 (0.9) | NR | NR | NR | NR | NR | NR | ||
Hispanic | 225 (1.0) | 108 (1.1) | 117 (0.9) | NR | NR | NR | NR | NR | NR | NR | ||
Unknown/other | 5332 (24.2) | 2076 (21.8) | 3256 (25.9) | 1207 (43.7) | 880 (40.3) | 327 (56.5) | 821 (48.8) | 29 (16) | 792 (53) | 386 (35.7) | ||
Charlson Comorbidity Index | ||||||||||||
Mean (SD) | 1.5 (1.8) | 1.4 (1.7) | 1.5 (1.8) | 0.0065 | 1.2 (1.5) | 1.1 (1.4) | 1.3 (1.7) | 0.0306 | 1.2 (1.5) | 0.8 (1.5) | 1.3 (1.5) | 1.1 (1.4) |
Median (Q1–Q3) | 1.0 (0–2.0) | 1.0 (0–2.0) | 1.0 (0–2.0) | 0.5335 | 1.0 (0–2.0) | 1.0 (0–2.0) | 1.0 (0–2.0) | 0.2183 | 1.0 (0–2.0) | 0.0 (0–1.0) | 1.0 (0–2.0) | 0.0 (0–2.0) |
Min, max | 0, 13 | 0, 12 | 0, 13 | 0, 11 | 0, 10 | 0, 11 | 0, 11 | 0, 8 | 0, 11 | 0, 10 | ||
Comorbidities during 180 days prior to start of first LOT, n (%) | ||||||||||||
Any comorbidity below | 14,539 (65.9) | 6164 (64.9) | 8375 (66.7) | 0.0042 | 1638 (59.3) | 1261 (57.7) | 377 (65.1) | 0.0013 | 1051 (62.5) | 82 (44) | 969 (65) | 587 (54.3) |
Cardiac arrhythmia | 4327 (19.6) | 1627 (17.1) | 2700 (21.5) | < 0.0001 | 294 (10.6) | 232 (10.6) | 62 (10.7) | 0.9528 | 182 (10.8) | 16 (9) | 166 (11) | 112 (10.4) |
Congestive heart failure | 2984 (13.5) | 1008 (10.6) | 1976 (15.7) | < 0.0001 | 117 (4.2) | 95 (4.3) | 22 (3.8) | 0.5589 | 63 (3.7) | NR | NR | 54 (5.0) |
Hypertension, complicated | 3718 (16.9) | 1382 (14.5) | 2336 (18.6) | < 0.0001 | 260 (9.4) | 177 (8.1) | 83 (14.3) | < 0.0001 | 165 (9.8) | NR | NR | 95 (8.8) |
Hypertension, simple | 11,698 (53.0) | 5059 (53.2) | 6639 (52.9) | 0.6022 | 1316 (47.6) | 1016 (46.5) | 300 (51.8) | 0.0234 | 847 (50.4) | 62 (33) | 785 (53) | 469 (43.4) |
Hepatic disease | 972 (4.4) | 388 (4.1) | 584 (4.7) | 0.0415 | 151 (5.5) | 102 (4.7) | 49 (8.5) | 0.0004 | 104 (6.2) | NR | NR | 47 (4.3) |
Pulmonary circulation disorders | 1027 (4.7) | 348 (3.7) | 679 (5.4) | < 0.0001 | 56 (2.0) | 39 (1.8) | 17 (2.9) | 0.0807 | 32 (1.9) | NR | NR | 24 (2.2) |
Renal impairment | 5317 (24.1) | 2083 (21.9) | 3234 (25.8) | < 0.0001 | 471 (17.0) | 352 (16.1) | 119 (20.6) | 0.0116 | 298 (17.7) | 23 (12) | 275 (18) | 173 (16.0) |
Valvular disease | 2258 (10.2) | 887 (9.3) | 1371 (10.9) | 0.0001 | 158 (5.7) | 119 (5.4) | 39 (6.7) | 0.2357 | 92 (5.5) | NR | NR | 66 (6.1) |
Overall | < 65 years | 65–74 years | 75–84 years | 85+ years | ||||||
---|---|---|---|---|---|---|---|---|---|---|
Non-transplant (N = 22,062) | Transplant (N = 2763) | Non-transplant (n = 5197) | Transplant (n = 1378) | Non-transplant (n = 7741) | Transplant (n = 1298) | Non-transplant (n = 7536) | Transplant (n = 87) | Non-transplant (n = 1588) | Transplant (n = 0) | |
Charlson Comorbidity Index during 180 days prior to index MM diagnosis | ||||||||||
Mean (SD) | 1.5 (1.8) | 1.2 (1.5) | 0.9 (1.6) | 0.7 (1.3) | 1.5 (1.8) | 1.6 (1.6) | 1.6 (1.8) | 1.5 (1.3) | 2.1 (1.9) | – |
Median (Q1–Q3) | 1.0 (0–2.0) | 1.0 (0–2.0) | 0 (0–1.0) | 0 (0–1.0) | 1.0 (0–2.0) | 2.0 (0–2.0) | 1.0 (0–2.0) | 2.0 (0–2.0) | 2.0 (0–3.0) | – |
Min, max | 0, 13 | 0, 11 | 0, 13 | 0, 9 | 0, 12 | 0, 11 | 0, 12 | 0, 5 | 0, 10 | – |
Comorbidities during 180 days prior to index MM diagnosis, n (%) | ||||||||||
Any comorbidity below | 14,539 (65.9) | 1638 (59.3) | 2556 (49.2) | 746 (54.1) | 5186 (67.0) | 826 (63.6) | 5476 (72.7) | 66 (75.9) | 1321 (83.2) | – |
Cardiac arrhythmia | 4327 (19.6) | 294 (10.6) | 529 (10.2) | 139 (10.1) | 1396 (18.0) | 143 (11.0) | 1854 (24.6) | 12 (13.8) | 548 (34.5) | – |
Congestive heart failure | 2984 (13.5) | 117 (4.2) | 493 (9.5) | NR | 956 (12.3) | 59 (4.5) | 1179 (15.6) | NR | 356 (22.4) | – |
Hypertension, complicated | 3718 (16.9) | 260 (9.4) | 603 (11.6) | NR | 1274 (16.5) | 143 (11.0) | 1435 (19.0) | NR | 406 (25.6) | – |
Hypertension, simple | 11,698 (53.0) | 1316 (47.6) | 1871 (36.0) | 569 (41.3) | 4215 (54.5) | 692 (53.3) | 4490 (59.6) | 55 (63.2) | 1122 (70.7) | – |
Hepatic disease | 972 (4.4) | 151 (5.5) | 269 (5.2) | NR | 392 (5.1) | 71 (5.5) | 241 (3.2) | NR | 70 (4.4) | – |
Pulmonary circulation disorders | 1027 (4.7) | 56 (2.0) | 172 (3.3) | NR | 357 (4.6) | 23 (1.8) | 388 (5.1) | NR | 110 (6.9) | – |
Renal impairment | 5317 (24.1) | 471 (17.0) | 932 (17.9) | 230 (16.7) | 1829 (23.6) | 222 (17.1) | 2028 (26.9) | 19 (21.8) | 528 (33.2) | – |
Valvular disease | 2258 (10.2) | 158 (5.7) | 282 (5.4) | NR | 744 (9.6) | 90 (6.9) | 966 (12.8) | NR | 266 (16.8) | – |
Non-transplant patients | ||||||||
---|---|---|---|---|---|---|---|---|
Overall (N = 22,062) | 6+ months follow-upa (n = 14,866) | 12+ months follow-upa (n = 11,619) | 24+ months follow-upa (n = 7233) | |||||
Predictors of subsequent treatment (receiving LOT2+ vs. only LOT1) | Odds ratiob (95% CI) | P-valueb | Odds ratiob (95% CI) | P-valueb | Odds ratiob (95% CI) | P-valueb | Odds ratiob (95% CI) | P-valueb |
Age at MM diagnosis, years | ||||||||
< 65 | 0.90 (0.84–0.97) | 0.0035 | 1.01 (0.92–1.11) | 0.7975 | 1.09 (0.98–1.22) | 0.1154 | 1.08 (0.94–1.25) | 0.2889 |
65–74 | Reference | Reference | Reference | Reference | ||||
75–84 | 0.86 (0.80–0.91) | < 0.0001 | 0.84 (0.77–0.90) | < 0.0001 | 0.86 (0.78–0.94) | 0.0010 | 0.91 (0.80–1.03) | 0.1173 |
≥ 85 | 0.47 (0.42–0.53) | < 0.0001 | 0.45 (0.40–0.52) | < 0.0001 | 0.44 (0.38–0.52) | < 0.0001 | 0.55 (0.44–0.69) | < 0.0001 |
Sex, male | 0.96 (0.91–1.01) | 0.1494 | 1.03 (0.96–1.10) | 0.3843 | 1.08 (1.00–1.17) | 0.0509 | 1.10 (0.99–1.22) | 0.0871 |
Comorbidities during 180 days prior to index MM diagnosis | ||||||||
Cardiovascular disordersc | 0.84 (0.79–0.90) | < 0.0001 | 0.84 (0.78–0.91) | < 0.0001 | 0.83 (0.76–0.91) | < 0.0001 | 0.88 (0.78–1.00) | 0.0479 |
Liver disease | 0.91 (0.80–1.04) | 0.1573 | 0.88 (0.75–1.03) | 0.1195 | 0.88 (0.72–1.06) | 0.1784 | 0.73 (0.57–0.94) | 0.0149 |
Pulmonary circulation disorders | 0.75 (0.66–0.86) | < 0.0001 | 0.76 (0.64–0.89) | 0.0009 | 0.75 (0.62–0.91) | 0.0030 | 0.79 (0.60–1.04) | 0.0924 |
Renal impairment | 0.91 (0.85–0.98) | 0.0112 | 0.91 (0.83–0.99) | 0.0225 | 0.97 (0.88–1.07) | 0.5209 | 0.94 (0.82–1.07) | 0.3363 |
Transplant patients | ||||||||
Overall (N = 2763) | 6+ months follow-upa (n = 2595) | 12+ months follow-upa (n = 2245) | 24+ months follow-upa (n = 1535) | |||||
Predictors of subsequent treatment (receiving LOT2+ vs. only LOT1) | Odds ratiob (95% CI) | P-valueb | Odds ratiob (95% CI) | P-valueb | Odds ratiob (95% CI) | P-valueb | Odds ratiob (95% CI) | P-valueb |
Age at MM diagnosis, years | ||||||||
< 65 | 1.05 (0.87–1.27) | 0.5989 | 1.13 (0.92–1.38) | 0.2421 | 1.30 (1.03–1.65) | 0.0288 | 1.40 (1.02–1.91) | 0.0380 |
65–74 | Reference | Reference | Reference | Reference | ||||
75–84 | 1.21 (0.69–2.12) | 0.5059 | 1.00 (0.57–1.77) | 0.9953 | 1.11 (0.55–2.23) | 0.7656 | 0.75 (0.34–1.67) | 0.4855 |
≥ 85 | – | – | – | – | – | – | – | – |
Sex, male | 1.20 (1.00–1.44) | 0.0543 | 1.18 (0.97–1.45) | 0.1029 | 1.18 (0.93–1.49) | 0.1650 | 1.27 (0.94–1.73) | 0.1218 |
Comorbidities during 180 days prior to index MM diagnosis | ||||||||
Cardiovascular disordersc | 0.85 (0.68–1.08) | 0.1790 | 0.86 (0.67–1.11) | 0.2423 | 0.88 (0.66–1.17) | 0.3664 | 0.99 (0.68–1.45) | 0.9528 |
Liver disease | 0.56 (0.39–0.81) | 0.0017 | 0.49 (0.34–0.70) | 0.0001 | 0.48 (0.31–0.73) | 0.0005 | 0.41 (0.23–0.72) | 0.0020 |
Pulmonary circulation disorders | 0.70 (0.39–1.27) | 0.2466 | 0.60 (0.33–1.09) | 0.0926 | 0.51 (0.26–1.01) | 0.0520 | 0.36 (0.14–0.90) | 0.0281 |
Renal impairment | 0.79 (0.62–1.02) | 0.0668 | 0.71 (0.54–0.92) | 0.0099 | 0.74 (0.55–1.01) | 0.0601 | 0.58 (0.40–0.86) | 0.0059 |
Frontline treatment regimens
Attrition by LOT
LOT | Frequency, N | Attrition, % | Deaths, n (%) | No subsequent treatment in follow-up, n (%) | Subsequent treatment, n (%) | Mean ± SD treatment duration, months (median) |
---|---|---|---|---|---|---|
Non-transplant | ||||||
1 | 22,062 | – | 2841 (12.9) | 9716 (44.0) | 9505 (43.1) | 6.9 ± 9.6 (3.6) |
2 | 9505 | 56.9 | 1155 (12.2) | 3168 (33.3) | 5182 (54.5) | 7.5 ± 9.5 (4.1) |
3 | 5182 | 45.5 | 636 (12.3) | 1575 (30.3) | 2971 (57.3) | 6.5 ± 8.0 (3.7) |
4 | 2971 | 42.7 | 364 (12.3) | 901 (30.3) | 1706 (57.4) | 5.7 ± 6.6 (3.4) |
5 | 1706 | 42.6 | 209 (12.3) | 508 (29.8) | 989 (58.0) | 5.5 ± 6.4 (3.2) |
Transplant | ||||||
1 | 2763 | – | 36 (1.3) | 543 (19.6) | 2184 (79.0) | 6.3 ± 8.0 (4.2) |
2 | 2184 | 21.0 | 60 (2.7) | 613 (28.1) | 1511 (69.2) | 6.1 ± 9.2 (2.7) |
3 | 1511 | 30.8 | 63 (4.2) | 494 (32.7) | 954 (63.1) | 7.4 ± 9.8 (3.6) |
4 | 954 | 36.9 | 60 (6.3) | 276 (28.9) | 618 (64.8) | 6.6 ± 9.4 (3.4) |
5 | 618 | 35.2 | 49 (7.9) | 180 (29.1) | 389 (62.9) | 5.6 ± 6.2 (3.3) |