| Literature DB >> 35166783 |
Fangmeng Fu1,2,3, Liuwen Yu1,2,3, Bangwei Zeng4, Minyan Chen1,2,3, Wenhui Guo1,2,3, Lili Chen1,2,3, Yuxiang Lin1,2,3, Jialin Hou1,2,3, Jing Li1,2,3, Yan Li1,2,3, Shengmei Li1,2,3, Xiaobin Chen1,2,3, Wenzhe Zhang1,2,3, Xuan Jin1,2,3, Weifeng Cai1,2,3, Kun Zhang1,2,3, Hanxi Chen1,2,3, Yibin Qiu1,2,3, Qian Nie1,2,3, Chuan Wang1,2,3, Lisa Jacobs5.
Abstract
Importance: Studies have shown that delayed initiation of surgery and adjuvant chemotherapy is associated with lower rates of breast cancer survival. However, it remains unclear whether delayed initiation of adjuvant hormone therapy (AHT) is associated with survival. Objective: To assess the association of time to adjuvant hormone therapy (TTH) with breast cancer survival and evaluate the factors associated with AHT. Design, Setting, and Participants: This cohort study examined data from the National Cancer Database from 2004 through 2014 to assess the association of TTH (stratified as ≤150 and >150 days) with cancer survival. All patients included were diagnosed with stage I to stage III hormone receptor-positive, human epidermal growth factor receptor-2 (ERBB2; formerly HER2)-negative invasive breast cancer and underwent AHT without chemotherapy. Data were analyzed from April 2019 to May 2020. Exposures: AHT was administered at different time points following surgical procedures for breast cancer treatment. Main Outcomes and Measures: An inverse probability of treatment weighting (IPTW) model was constructed to evaluate overall survival by adjusting for treatment facility, patient demographics, tumor characteristics, and treatment; multivariable logistic regression was conducted to assess factors associated with delayed treatment.Entities:
Mesh:
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Year: 2022 PMID: 35166783 PMCID: PMC8848199 DOI: 10.1001/jamanetworkopen.2021.45934
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Unweighted and Weighted Patient Characteristics by Time to Adjuvant Hormone Therapy (TTH)
| Characteristic | Unweighted study population, No. (%) | Standardized difference, % | Weighted study population, % | Standardized difference, % | ||
|---|---|---|---|---|---|---|
| TTH ≤150 d (n = 134 873) | TTH >150 d (n = 9230) | TTH ≤150 d | TTH >150 d | |||
| Age, mean (SD), y | 63.8 (11.5) | 61.7 (11.7) | −18.3 | 63.7 (11.9) | 64.0 (46.5) | 2.7 |
| Sex | ||||||
| Men | 1132 (0.8) | 55 (0.6) | −2.9 | 0.8 | 0.8 | −0.6 |
| Women | 133 741 (99.2) | 9175 (99.4) | 99.2 | 99.2 | ||
| Race | ||||||
| Black | 10 353 (7.7) | 1221 (13.2) | 15.2 | 7.8 | 10.2 | 0.3 |
| White | 118 518 (87.9) | 7495 (81.2) | 87.6 | 86.3 | ||
| Other/unknown | 6002 (4.5) | 514 (5.6) | 4.6 | 3.5 | ||
| Insurance type | ||||||
| Private | 65 389 (48.5) | 4633 (50.2) | −3.9 | 48.6 | 48.2 | −0.3 |
| Medicaid | 5607 (4.2) | 637 (6.9) | 4.2 | 5.5 | ||
| Medicare | 59 504 (44.1) | 3552 (38.5) | 43.8 | 43.1 | ||
| Other government/unknown | 2588 (1.9) | 209 (2.3) | 2.0 | 1.8 | ||
| None | 1785 (1.3) | 199 (2.2) | 1.4 | 1.5 | ||
| Setting | ||||||
| Large metropolitan/metropolitan | 115 067 (85.3) | 8141 (88.2) | 8.5 | 85.5 | 85.5 | 0.1 |
| Urban/less urban/rural | 19 806 (14.7) | 1089 (11.8) | 14.5 | 14.5 | ||
| Facility type | ||||||
| Community | 14 164 (10.5) | 1042 (11.3) | 2.7 | 10.5 | 11.7 | 0 |
| Comprehensive community | 64 064 (47.5) | 4054 (43.9) | 47.4 | 44.9 | ||
| Academic/research | 40 462 (30.0) | 3003 (32.5) | 30.1 | 31.7 | ||
| Other | 16 183 (12.0) | 1131 (12.3) | 12.0 | 11.8 | ||
| Charlson Comorbidity Index | ||||||
| 0 | 111 448 (82.6) | 7586 (82.2) | 1.7 | 82.6 | 83.3 | −1.6 |
| 1 | 19 316 (14.3) | 1327 (14.4) | 14.3 | 13.6 | ||
| ≥2 | 4109 (3.1) | 317 (3.4) | 3.1 | 3.0 | ||
| Histology | ||||||
| Ductal | 98 091 (72.7) | 6628 (71.8) | 1.6 | 72.7 | 72.6 | 0.2 |
| Lobular | 15 254 (11.3) | 1100 (11.9) | 11.3 | 11.4 | ||
| Other/unknown | 21 528 (16.0) | 1502 (16.3) | 16.0 | 16.1 | ||
| Grade of cell differentiation | ||||||
| Well-differentiated | 49 012 (36.3) | 2983 (32.3) | 9.3 | 36.1 | 35.5 | 0.2 |
| Moderate | 65 415 (48.5) | 4521 (49.0) | 48.6 | 48.6 | ||
| Poor | 12 404 (9.2) | 1163 (12.6) | 9.3 | 10.8 | ||
| Undifferentiated/anaplastic/unknown | 8042 (6.0) | 563 (6.1) | 6.0 | 5.1 | ||
| Pathological stage | ||||||
| I | 102 967 (76.3) | 6316 (68.4) | 19.6 | 75.8 | 77.1 | −2.2 |
| II | 29 460 (21.8) | 2540 (27.5) | 22.3 | 20.8 | ||
| III | 2446 (1.8) | 374 (4.1) | 1.9 | 2.1 | ||
| Hormone receptor | ||||||
| ER+/PR+ | 124 218 (92.1) | 8377 (90.8) | −4.8 | 92.0 | 92.3 | 0.9 |
| ER+/PR− or ER−/PR+ | 10 655 (7.9) | 853 (9.2) | 8.0 | 7.7 | ||
| Surgical procedure | ||||||
| Breast conservation | 96 992 (71.9) | 7261 (78.7) | 15.7 | 72.4 | 73.5 | 2.6 |
| Mastectomy | 37 881 (28.1) | 1969 (21.3) | 27.7 | 26.5 | ||
| Radiotherapy | ||||||
| Yes | 1969 (67.8) | 7357 (79.7) | 27.2 | 68.6 | 68.4 | −0.4 |
| No | 43 375 (32.2) | 1873 (20.3) | 31.4 | 31.6 | ||
Abbreviations: ER, estrogen receptor; PR, progesterone receptor.
Categories reported in the National Cancer Database included American Indian/Aleutian/Eskimo, Chinese, Japanese, Filipino, Hawaiian, Korean, Vietnamese, Laotian, Hmong, Kampuchean (including Khmer and Cambodian), Thai, Asian Indian/Pakistani, Pakistani, Micronesian, Chamorran, Polynesian, Tahitian, Samoan, Tongan, Melanesian, Fiji Islander, New Guinean, Other Asian, Pacific Islander, and other/unknown.
Included the Integrated Network Cancer Program and other/unknown types of cancer programs.
Multivariable Cox Proportional Hazards Model for Overall Survival
| Characteristic | Hazard ratio (95% CI) | |
|---|---|---|
| TTH | ||
| ≤150 d | 1 [Reference] | NA |
| >150 d | 1.31 (1.26-1.35) | <.001 |
| Age, per year | 1.07 (1.07-1.08) | <.001 |
| Sex | ||
| Men | 1 [Reference] | NA |
| Women | 0.62 (0.54-0.71) | <.001 |
| Race | ||
| White | 1 [Reference] | NA |
| Black | 1.18 (1.12-1.25) | <.001 |
| Other/unknown | 0.75 (0.66-0.85) | <.001 |
| Insurance type | ||
| Private | 1 [Reference] | NA |
| Medicaid | 2.52 (2.30-2.75) | <.001 |
| Medicare | 1.34 (1.27-1.41) | <.001 |
| Other government/unknown | 1.42 (1.22-1.66) | <.001 |
| None | 1.02 (0.80-1.31) | .85 |
| Setting | ||
| Large metropolitan/metropolitan | 1 [Reference] | NA |
| Urban/less urban/rural | 1.09 (1.03-1.14) | .001 |
| Facility type | ||
| Community | 1 [Reference] | NA |
| Comprehensive community | 0.78 (0.74-0.82) | <.001 |
| Academic/research | 0.72 (0.68-0.76) | <.001 |
| Other | 0.88 (0.82-0.94) | <.001 |
| Charlson Comorbidity Index | ||
| 0 | 1 [Reference] | NA |
| 1 | 1.64 (1.57-1.71) | <.001 |
| ≥2 | 2.81 (2.64-3.00) | <.001 |
| Histology | ||
| Ductal | 1 [Reference] | NA |
| Lobular | 0.86 (0.81-0.91) | <.001 |
| Other/unknown | 0.85 (0.81-0.90) | <.001 |
| Grade of cell differentiation | ||
| Well-differentiated | 1 [Reference] | NA |
| Moderate | 1.13 (1.08-1.18) | <.001 |
| Poor | 1.74 (1.65-1.84) | <.001 |
| Undifferentiated/anaplastic/unknown | 1.31 (1.20-1.43) | <.001 |
| Pathological stage | ||
| 1 | 1 [Reference] | NA |
| 2 | 1.67 (1.60-1.74) | <.001 |
| 3 | 3.94 (3.68-4.21) | <.001 |
| Hormone receptor | ||
| ER+/PR+ | 1 [Reference] | NA |
| ER+/PR− or ER−/PR+ | 1.11 (1.05-1.17) | <.001 |
| Surgical procedure | ||
| Breast conservation | 1 [Reference] | NA |
| Mastectomy | 0.90 (0.86-0.95) | <.001 |
| Radiotherapy | ||
| Yes | 1 [Reference] | NA |
| No | 1.63 (1.56-1.71) | <.001 |
Abbreviations: ER, estrogen receptor; NA, not applicable; PR, progesterone receptor; TTH, time to adjuvant hormone therapy.
Categories reported in the National Cancer Database included American Indian/Aleutian/Eskimo, Chinese, Japanese, Filipino, Hawaiian, Korean, Vietnamese, Laotian, Hmong, Kampuchean (including Khmer and Cambodian), Thai, Asian Indian/Pakistani, Pakistani, Micronesian, Chamorran, Polynesian, Tahitian, Samoan, Tongan, Melanesian, Fiji Islander, New Guinean, Other Asian, Pacific Islander, and other/unknown.
Included the Integrated Network Cancer Program and other/unknown types of cancer programs.
Figure 1. Cumulative Survival Probability Estimated Based on IPTW-Weighted Multivariate Cox Regression Model
HR indicates hazard ratio; IPTW, inverse probability of treatment weighting; TTH, time to adjuvant hormone therapy.
Figure 2. Forest Plot of the Correlation Between Delayed AHT and OS in Patient Subgroups
AHT indicates adjuvant hormone therapy; ER, estrogen receptor; OR, odds ratio; OS, overall survival; PR, progesterone receptor. Other/unknown categories for race and ethnicity, as reported in the National Cancer Database, included American Indian/Aleutian/Eskimo, Chinese, Japanese, Filipino, Hawaiian, Korean, Vietnamese, Laotian, Hmong, Kampuchean (including Khmer and Cambodian), Thai, Asian Indian/Pakistani, Pakistani, Micronesian, Chamorran, Polynesian, Tahitian, Samoan, Tongan, Melanesian, Fiji Islander, New Guinean, Other Asian, Pacific Islander, and other/unknown.
Logistic Regression of Factors Associated With Delayed Time to Adjuvant Hormone Therapy
| Characteristic | Odds ratio (95% CI) | |
|---|---|---|
| Age, per year | 0.98 (0.98-0.98) | <.001 |
| Sex | ||
| Men | 1 [Reference] | NA |
| Women | 1.27 (0.96-1.67) | .09 |
| Race | ||
| White | 1 [Reference] | NA |
| Black | 1.66 (1.55-1.77) | <.001 |
| Other/unknown | 1.21 (1.10-1.33) | <.001 |
| Insurance type | ||
| Private | 1 [Reference] | NA |
| Medicaid | 1.43 (1.31-1.57) | <.001 |
| Medicare | 1.11 (1.05-1.18) | <.001 |
| Other government/unknown | 1.20 (1.03-1.38) | .02 |
| None | 1.46 (1.26-1.70) | <.001 |
| Setting | ||
| Large metropolitan/metropolitan | 1 [Reference] | NA |
| Urban/less urban/rural | 0.82 (0.76-0.87) | <.001 |
| Facility type | ||
| Community | 1 [Reference] | NA |
| Comprehensive community | 0.84 (0.78- 0.90) | <.001 |
| Academic/research | 0.91 (0.84-0.98) | .01 |
| Other | 0.84 (0.77-0.92) | <.001 |
| Charlson Comorbidity Index | ||
| 0 | 1 [Reference] | NA |
| 1 | 1.05 (0.98-1.11) | .16 |
| ≥2 | 1.17 (1.04-1.32) | .009 |
| Histology | ||
| Ductal | 1 [Reference] | NA |
| Lobular | 1.06 (0.99-1.14) | .08 |
| Other/unknown | 1.05 (0.99-1.12) | .08 |
| Grade of cell differentiation | ||
| Well-differentiated | 1 [Reference] | NA |
| Moderate | 1.10 (1.05-1.16) | <.001 |
| Poor | 1.42 (1.32-1.53) | <.001 |
| Undifferentiated/anaplastic/unknown | 1.10 (1.00-1.21) | .04 |
| Pathological stage | ||
| 1 | 1 [Reference] | NA |
| 2 | 1.55 (1.47-1.63) | <.001 |
| 3 | 3.13 (2.76-3.54) | <.001 |
| Hormone receptor | ||
| ER+/PR+ | 1 [Reference] | NA |
| ER+/PR− or ER−/PR+ | 1.22 (1.13-1.31) | <.001 |
| Surgical procedure | ||
| Breast conservation | 1 [Reference] | NA |
| Mastectomy | 0.87 (0.79-0.94) | .001 |
| Radiotherapy | ||
| Yes | 1 [Reference] | NA |
| No | 0.56 (0.52-0.61) | <.001 |
Abbreviations: ER, estrogen receptor; NA, not applicable; PR, progesterone receptor.
Delayed time to therapy is defined as 150 or more days.
Categories reported in the National Cancer Database included American Indian/Aleutian/Eskimo, Chinese, Japanese, Filipino, Hawaiian, Korean, Vietnamese, Laotian, Hmong, Kampuchean (including Khmer and Cambodian), Thai, Asian Indian/Pakistani, Pakistani, Micronesian, Chamorran, Polynesian, Tahitian, Samoan, Tongan, Melanesian, Fiji Islander, New Guinean, Other Asian, Pacific Islander, and other/unknown.
Included the Integrated Network Cancer Program and other/unknown types of cancer programs.