| Literature DB >> 24000042 |
May Hagiwara1, Thomas E Delea, Ze Cong, Karen Chung.
Abstract
PURPOSE: Cancer patients with bone metastases (BMets) are predisposed to skeletal complications. Bone-targeted therapies such as denosumab or intravenous bisphosphonates (IVBs) reduce the risk of these complications. This study characterized patterns of IVB use in these patients in the USA.Entities:
Mesh:
Substances:
Year: 2013 PMID: 24000042 PMCID: PMC3843817 DOI: 10.1007/s00520-013-1951-z
Source DB: PubMed Journal: Support Care Cancer ISSN: 0941-4355 Impact factor: 3.603
Selection of study subjects by tumor type
| Criteria | Breast cancer with bone metastasis, | Lung cancer with bone metastasis, | Prostate cancer with bone metastasis, |
|---|---|---|---|
| Diagnosis of solid tumor prior to bone metastases diagnosis | 23,909 (100) | 20,609 (100) | 14,293 (100) |
| Exclusions | |||
| Age less than 18 years on index date | 74 (0.3) | 51 (0.2) | 21 (0.1) |
| Breast cancer patients who are male | 91 (0.4) | NA | NA |
| Prostate cancer patients who are female | NA | NA | 54 (0.4) |
| Less than 6 months of continuous enrollment prior to index date | 7,700 (32.2) | 4,655 (22.6) | 3,576 (25.0) |
| Less than 30 days of continuous enrollment during follow-up | 711 (3.0) | 1,281 (6.2) | 370 (2.6) |
| Received IVBs prior to index date | 4,429 (18.5) | 1,485 (7.2) | 1,766 (12.4) |
| More than one type of primary cancer prior to index date | 1,767 (7.4) | 3,860 (18.7) | 1,845 (12.9) |
| Missing information | 700 (2.9) | 358 (1.7) | 451 (3.2) |
| Total excluded | 12,239 (51.2) | 9,627 (46.7) | 6,697 (46.9) |
| Remaining | 11,670 (48.8) | 10,982 (53.3) | 7,596 (53.1) |
IVB intravenous bisphosphonate
Patient characteristics at baseline by tumor type
| Characteristic | Breast cancer with bone metastasis ( | Lung cancer with bone metastasis ( | Prostate cancer with bone metastasis ( |
|---|---|---|---|
| Index year, | |||
| 2003 | 633 (5.4) | 603 (5.5) | 502 (6.6) |
| 2004 | 887 (7.6) | 905 (8.2) | 741 (9.8) |
| 2005 | 1,078 (9.2) | 1,069 (9.7) | 835 (11.0) |
| 2006 | 1,198 (10.3) | 1,055 (9.6) | 688 (9.1) |
| 2007 | 1,476 (12.6) | 1,310 (11.9) | 851 (11.2) |
| 2008 | 1,750 (15.0) | 1,683 (15.3) | 1,087 (14.3) |
| 2009 | 2,331 (20.0) | 2,108 (19.2) | 1,331 (17.5) |
| 2010 | 1,718 (14.7) | 1,638 (14.9) | 1,157 (15.2) |
| 2011 (Through June 30) | 599 (5.1) | 611 (5.6) | 404 (5.3) |
| Age, year, mean (SD) | 59.4 (12.7) | 64.3 (10.8) | 73.4 (10.7) |
| Males, | NA | 6,027 (54.9) | 7,596 (100.0) |
| Region, | |||
| South | 4,504 (38.6) | 3,850 (35.1) | 2,221 (29.2) |
| North Central | 3,308 (28.3) | 3,617 (32.9) | 2,447 (32.2) |
| West | 2,087 (17.9) | 1,653 (15.1) | 1,674 (22.0) |
| Northeast | 1,515 (13.0) | 1,561 (14.2) | 1,088 (14.3) |
| Unknown | 256 (2.2) | 301 (2.7) | 166 (2.2) |
| Plan type, | |||
| PPO | 6,305 (54.0) | 5,463 (49.7) | 2,864 (37.7) |
| Comprehensive | 2,049 (17.6) | 2,795 (25.5) | 2,983 (39.3) |
| HMO | 1,717 (14.7) | 1,474 (13.4) | 1,157 (15.2) |
| Other | 1,599 (13.7) | 1,250 (11.4) | 592 (7.8) |
| Charlson index, mean (SD)a | 4.6 (3.2) | 5.6 (3.4) | 3.4 (2.5) |
| Additional sites of metastases during pre-index period, | |||
| Lymph nodes | 1,641 (14.1) | 1,259 (11.5) | 251 (3.3) |
| Respiratory sites | 1,466 (12.6) | 9,873 (89.9) | 183 (2.4) |
| Liver | 1,004 (8.6) | 1,111 (10.1) | 78 (1.0) |
| Central nervous system | 740 (6.3) | 1,778 (16.2) | 78 (1.0) |
| Other sites | 1,437 (12.3) | 982 (8.9) | 460 (6.1) |
| None | 7,300 (62.6) | 1,075 (9.8) | 6,704 (88.3) |
| Visits to specialist during pre-index period, | |||
| Oncologist | 4,155 (35.6) | 3,392 (30.9) | 1,258 (16.6) |
| Urologist | NA | NA | 4,406 (58.0) |
| Healthcare utilization during pre-index period | |||
| Number of physician office visits, mean (SD) | 12 (10.4) | 15 (12.3) | 10 (8.2) |
| Number of hospital outpatient visits, mean (SD) | 6 (7.8) | 9 (9.7) | 4 (5.8) |
| Hospitalization, | 2,105 (18.0) | 3,808 (34.7) | 1,242 (16.4) |
| Oral bisphosphonate, | 990 (8.5) | 436 (4.0) | 328 (4.3) |
| Long-acting opioid, | 978 (8.4) | 2,357 (21.5) | 512 (6.7) |
| Short-acting opioid, | 5,859 (50.2) | 7,102 (64.7) | 3,259 (42.9) |
| Chemotherapy, | 3,552 (30.4) | 4,328 (39.4) | 3,452 (45.4) |
| Systemic corticosteroid, | 3,955 (33.9) | 6,333 (57.7) | 1,931 (25.4) |
| Targeted therapy, | 927 (7.9) | 932 (8.5) | 17 (0.2) |
| Hormonal therapy during pre-index period, | 3,915 (33.5) | 473 (4.3) | 4,689 (61.7) |
| Hypercalcemia | 62 (0.5) | 45 (0.4) | 16 (0.2) |
| SREs during pre-index period, | |||
| Radiotherapy | 98 (0.8) | 159 (1.4) | 26 (0.3) |
| Pathological fracture | 567 (4.9) | 492 (4.5) | 246 (3.2) |
| Surgery to bone | 78 (0.7) | 112 (1.0) | 31 (0.4) |
| Spinal cord compression | 13 (0.1) | 22 (0.2) | 3 (0.0) |
| Duration of follow-up, months, mean (SD) | 16.5 (15.4) | 7.7 (8.3) | 15.5 (14.4) |
SRE skeletal-related event; SD standard deviation; PPO preferred provider organization; HMO health maintenance organization
aCalculated over 6 months prior to index date
Fig. 1Cumulative incidence of IVB therapy initiation and IVB therapy interruption and discontinuation by tumor type: a IVB therapy initiation since index date (first IVB claim, death as competing risk), b IVB therapy interruption (gap of >60 days between IVB claims, discontinuation as competing risk), c IVB therapy discontinuation (last IVB claim). Footnote numbers reported under each figure are number of patients at risk at month 0, 12, 24, and 36 reported by tumor type
Fig. 2Cumulative incidence of IVB therapy initiation by index age with death as competing risk: a breast cancer with bone metastasis, b lung cancer with bone metastasis, c. prostate cancer with bone metastasis
Number of IVB claim days with chemotherapy on the same day and with renal monitoring within 2 weeks by tumor type
| Breast cancer with bone metastasis | Lung cancer with bone metastasis | Prostate cancer with bone metastasis | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Zoledronic acida
| Pamidronate | Any IVB | Zoledronic acida
| Pamidronate | Any IVB | Zoledronic acida
| Pamidronate | Any IVB | |
| Chemotherapy on the same day | |||||||||
| Intravenous chemotherapy | 25,973 (38) | 3,691 (35) | 29,663 (38) | 9,612 (55) | 614 (41) | 10,225 (54) | 7,782 (26) | 523 (27) | 8,304 (26) |
| Other chemotherapy | 9,107 (13) | 1,188 (11) | 10,294 (13) | 271 (2) | 34 (2) | 305 (2) | 4,180 (14) | 186 (10) | 4,365 (14) |
| Any chemotherapy | 32,999 (49) | 4,554 (44) | 37,551 (48) | 9,700 (55) | 621 (41) | 10,320 (54) | 11,069 (37) | 666 (34) | 11,734 (37) |
| Renal monitoring | |||||||||
| On the same day | 31,494 (47 | 4,032 (39) | 35,522 (45) | 7,111 (40) | 489 (32) | 7,600 (40) | 8,662 (29) | 428 (22) | 9,091 (28) |
| 1 to 7 days before | 9,637 (14) | 1,311 (13) | 10,948 (14) | 2,715 (15) | 193 (13) | 2,908 (15) | 3,092 (10) | 144 (7) | 3,239 (10) |
| 8 to 14 days before | 3,288 (5) | 645 (6) | 3,934 (5) | 954 (5) | 96 (6) | 1,050 (6) | 959 (3) | 71 (4) | 1,030 (3) |
| Within 2-week period on or before IVB administration | 44,419 (66) | 5,988 (57) | 50,404 (65) | 10,780 (61) | 778 (52) | 11,558 (61) | 12,713 (42) | 643 (33) | 13,360 (42) |
IVB intravenous bisphosphonate
aExcludes reclast
Proportional hazard models for receipt of IVB by tumor type
| Covariatea | Breast cancer with bone metastasis | Lung cancer with bone metastasis | Prostate cancer with bone metastasis | |||||
|---|---|---|---|---|---|---|---|---|
| Hazard ratio (95 % CI) |
| Hazard ratio (95 % CI) |
| Hazard ratio (95 % CI) |
| |||
| Hypercalcemia (vs. none)b | 1.86 (1.49, 2.32) | <0.001 | 1.95 (1.42, 2.68) | <0.001 | 1.47 (0.86, 2.51) | 0.162 | ||
| SREb | ||||||||
| Spinal cord compression (vs. none) | 0.85 (0.62, 1.15) | 0.288 | 0.92 (0.60, 1.42) | 0.700 | 1.21 (0.72, 2.02) | 0.469 | ||
| Pathological fracture (vs. none) | 1.14 (1.03, 1.25) | 0.007 | 1.11 (0.96, 1.27) | 0.159 | 1.14 (0.96, 1.34) | 0.131 | ||
| Surgery to bone (vs. none) | 1.19 (1.05, 1.35) | 0.007 | 1.21 (1.00, 1.46) | 0.050 | 1.05 (0.82, 1.35) | 0.703 | ||
| Radiotherapy (vs. none) | 1.34 (1.26, 1.43) | <0.001 | 1.06 (0.97, 1.15) | 0.218 | 1.16 (1.06, 1.28) | 0.001 | ||
| Index year (vs. 2003) | ||||||||
| 2004 | 1.09 (0.96, 1.25) | 0.190 | 1.16 (0.96, 1.41) | 0.128 | 0.89 (0.75, 1.05) | 0.154 | ||
| 2005 | 1.34 (1.18, 1.53) | <0.001 | 1.23 (1.02, 1.47) | 0.030 | 1.04 (0.89, 1.22) | 0.625 | ||
| 2006 | 1.22 (1.08, 1.39) | 0.002 | 1.33 (1.11, 1.59) | 0.002 | 0.99 (0.84, 1.17) | 0.927 | ||
| 2007 | 1.29 (1.14, 1.46) | <0.001 | 1.25 (1.05, 1.49) | 0.013 | 0.86 (0.73, 1.01) | 0.073 | ||
| 2008 | 1.32 (1.17, 1.49) | <0.001 | 1.24 (1.05, 1.48) | 0.013 | 1.02 (0.87, 1.19) | 0.817 | ||
| 2009 | 1.38 (1.23, 1.56) | <0.001 | 1.25 (1.05, 1.47) | 0.011 | 0.88 (0.75, 1.02) | 0.098 | ||
| 2010 | 1.25 (1.11, 1.42) | <0.001 | 1.24 (1.04, 1.48) | 0.015 | 0.88 (0.75, 1.03) | 0.120 | ||
| 2011 (through June 30) | 0.87 (0.73, 1.03) | 0.104 | 0.98 (0.79, 1.23) | 0.875 | 0.65 (0.51, 0.82) | <0.001 | ||
| Age at index date (vs. less than 55 years) | ||||||||
| 55 to 64 | 1.00 (0.95, 1.06) | 0.933 | 1.01 (0.92, 1.10) | 0.897 | 1.04 (0.88, 1.23) | 0.676 | ||
| 65 to 74 | 0.87 (0.80, 0.94) | <0.001 | 0.92 (0.83, 1.02) | 0.125 | 1.05 (0.89, 1.25) | 0.548 | ||
| ≥75 | 0.71 (0.65, 0.78) | <0.001 | 0.80 (0.71, 0.90) | <0.001 | 0.88 (0.75, 1.05) | 0.153 | ||
| Male (vs. Female) | – | – | – | – | – | – | ||
| Region (vs. south) | ||||||||
| North Central | 0.94 (0.89, 1.00) | 0.050 | – | – | 1.01 (0.93, 1.10) | 0.801 | ||
| West | 0.84 (0.78, 0.90) | <0.001 | – | – | 0.78 (0.70, 0.86) | <0.001 | ||
| Northeast | 0.77 (0.71, 0.83) | <0.001 | – | – | 0.74 (0.66, 0.83) | <0.001 | ||
| Unknown | 0.64 (0.52, 0.78) | <0.001 | – | – | 0.90 (0.70, 1.15) | 0.399 | ||
| Plan type (vs. PPO) | ||||||||
| Comprehensive | 0.92 (0.85, 0.99) | 0.029 | 0.84 (0.77, 0.92) | <0.001 | 0.86 (0.79, 0.94) | <0.001 | ||
| HMO | 0.76 (0.70, 0.82) | <0.001 | 0.73 (0.66, 0.82) | <0.001 | 0.68 (0.60, 0.77) | <0.001 | ||
| Other | 0.92 (0.86, 0.99) | 0.025 | 0.87 (0.79, 0.97) | 0.012 | 0.89 (0.79, 1.02) | 0.091 | ||
| Charlson index assessed during pre-index period (vs. 2or less) | ||||||||
| 3 | – | – | – | – | 1.05 (0.97, 1.15) | 0.242 | ||
| 4 to 8 | – | – | – | – | 0.83 (0.76, 0.92) | <0.001 | ||
| 9+ | – | – | – | – | 0.79 (0.68, 0.93) | 0.004 | ||
| Additional sites of metastases during pre-index period | ||||||||
| Lymph nodes (vs. none) | – | – | – | – | – | – | ||
| Respiratory sites (vs. none) | 0.89 (0.82, 0.97) | 0.005 | 1.22 (1.08, 1.37) | 0.001 | – | – | ||
| Liver (vs. none) | – | – | – | – | – | – | ||
| Central nervous system (vs. none) | 0.68 (0.60, 0.76) | <0.001 | 0.72 (0.65, 0.80) | <0.001 | – | – | ||
| Other sites (vs. none) | 0.90 (0.83, 0.98) | 0.011 | 0.83 (0.73, 0.94) | 0.003 | – | – | ||
| Visits to specialist during pre-index period | ||||||||
| Hematologist (vs. none) | 1.05 (0.99, 1.12) | 0.074 | – | – | 1.30 (1.17, 1.45) | <0.001 | ||
| Oncologist (vs. none) | – | – | – | – | 1.12 (1.02, 1.23) | 0.016 | ||
| Urologist (vs. none) | – | – | – | – | 0.93 (0.87, 1.00) | 0.065 | ||
| Healthcare utilization during pre-index period | ||||||||
| Hospitalization (vs. none) | 0.87 (0.81, 0.93) | <0.001 | 0.85 (0.79, 0.91) | <0.001 | 0.87 (0.79, 0.97) | 0.011 | ||
| Oral bisphosphonate (vs. none) | – | – | 1.17 (1.00, 1.37) | 0.054 | – | – | ||
| Number of physician office or hospital outpatient visits (vs. 10 or less) | ||||||||
| 11 to 15 | 0.99 (0.93, 1.06) | 0.858 | 0.97 (0.88, 1.08) | 0.600 | – | – | ||
| 16 to 25 | 0.95 (0.89, 1.01) | 0.110 | 0.89 (0.80, 0.98) | 0.021 | – | – | ||
| 25+ | 0.76 (0.71, 0.83) | <0.001 | 0.73 (0.66, 0.81) | <0.001 | – | – | ||
| Receipt of medications and therapiesb | ||||||||
| Long-acting opioid (vs. none) | – | – | – | – | – | – | ||
| Short-acting opioid (vs. none) | 1.06 (1.01, 1.12) | 0.030 | – | – | – | – | ||
| Chemotherapy (vs. none) | 1.08 (1.02, 1.16) | 0.011 | 1.46 (1.34, 1.58) | <0.001 | 1.23 (1.11, 1.36) | <0.001 | ||
| Systemic corticosteroid (vs. none) | 1.11 (1.05, 1.17) | <0.001 | 1.46 (1.35, 1.59) | <0.001 | 1.16 (1.08, 1.25) | <0.001 | ||
| Targeted therapy (vs. none) | 1.34 (1.23, 1.45) | <0.001 | 1.16 (1.06, 1.28) | 0.002 | 1.58 (0.97, 2.57) | 0.064 | ||
| Hormonal therapy | ||||||||
| LHRH agonist (vs. none) | 1.58 (1.35, 1.83) | <0.001 | – | – | 1.58 (1.42, 1.75) | <0.001 | ||
| LHRH antagonist (vs. none) | – | – | – | – | – | – | ||
| Anti-androgen (vs. none) | – | – | 3.85 (1.39, 10.62) | 0.009 | 1.36 (1.27, 1.46) | <0.001 | ||
| Orchiectomy (vs. none) | – | – | – | – | 1.94 (1.53, 2.48) | <0.001 | ||
| Aromatase inhibitor (vs. none) | 1.20 (1.14, 1.27) | <0.001 | – | – | – | – | ||
| Estrogen receptor downregulators (vs. none) | 1.36 (1.22, 1.52) | <0.001 | – | – | – | – | ||
| Selective estrogen receptor modulators (vs. none) | 1.13 (1.05, 1.21) | 0.001 | – | – | – | – | ||
| Other hormonal therapy (vs. none) | – | – | – | – | – | – | ||
SRE skeletal-related event; PPO preferred provider organization; HMO health maintenance organization; LHRH luteinizing hormone-releasing hormone; CI confidence interval
aCovariates were selected into the model based on p ≤ 0.20 and dropped when p ≥ 0.10. SREs and hypercalcemia were forced into the model
bTime-dependent covariates
ICD-9-CM diagnosis codes used in the analysis
| Cancer site | Codes for primary malignancy codes | Secondary malignancy codes |
|---|---|---|
| Lung | 162.xx, 163.xx, 164.0x, 164.2x, 164.3x, and 165.xx | 197.0x, 197.1x, 197.2x, and 197.3x |
| Gastrointestinal | 150.xx, 151.xx, 152.xx, 153.xx, 154.xx, 159.0x, and 159.1x | 197.4x, 197.5x, 197.6x, and 197.8x |
| Liver | 155.xx | 197.7x |
| Breast | 174.xx and 175.xx | 198.81 |
| Kidney and urinary tract | 188.xx and 189.xx | 198.0x and 198.1x |
| Brain | 191.xx and 192.xx | 198.3x and 198.4 |
| Adrenal grand | 194.xx | 198.7x |
| Reproductive organs | 180.xx, 182.xx, 183.xx, and 184.xx | 198.82 and 198.6x |
Primary cancers were identified based on ICD-9-CM diagnosis codes 140.xx–195.xx, 200.xx–208.xx, except for 171.xx (malignant neoplasm of connective and other soft tissue), 173.xx (other malignant neoplasm of skin), and 195.xx (malignant neoplasm of other and ill-defined sites)