| Literature DB >> 34070989 |
Aisha K Lofters1,2,3,4,5, Evgenia Gatov4, Hong Lu4, Nancy N Baxter4,6,7,8, Sara J T Guilcher4,9, Alexander Kopp4, Mandana Vahabi4,10, Geetanjali D Datta11,12,13.
Abstract
Lung cancer is the most common cancer and cause of cancer death in Canada, with approximately 50% of cases diagnosed at stage IV. Sociodemographic inequalities in lung cancer diagnosis have been documented, but it is not known if inequalities exist with respect to immigration status. We used multiple linked health-administrative databases to create a cohort of Ontarians 40-105 years of age who were diagnosed with an incident lung cancer between 1 April 2012 and 31 March 2017. We used modified Poisson regression with robust standard errors to examine the risk of diagnosis at late vs. early stage among immigrants compared to long-term residents. The fully adjusted model included age, sex, neighborhood-area income quintile, number of Aggregated Diagnosis Group (ADG) comorbidities, cancer type, number of prior primary care visits, and continuity of care. Approximately 62% of 38,788 people with an incident lung cancer from 2012 to 2017 were diagnosed at a late stage. Immigrants to the province were no more likely to have a late-stage diagnosis than long-term residents (63.5% vs. 62.0%, relative risk (RR): 1.01 (95% confidence interval (CI): 0.99-1.04), adjusted relative risk (ARR): 1.02 (95% CI: 0.99-1.05)). However, in fully adjusted models, people with more comorbidities were less likely to have a late-stage diagnosis (adjusted relative risk (ARR): 0.82 (95% CI: 0.80-0.84) for those with 10+ vs. 0-5 ADGs). Compared to adenocarcinoma, small cell carcinoma was more likely to be diagnosed at a late stage (ARR: 1.29; 95% CI: 1.27-1.31), and squamous cell (ARR: 0.89; 95% CI: 0.87-0.91) and other lung cancers (ARR: 0.93; 95% CI: 0.91-0.94) were more likely to be diagnosed at an early stage. Men were also slightly more likely to have late-stage diagnosis in the fully adjusted model (ARR: 1.08; 95% CI: 1.05-1.08). Lung cancer in Ontario is a high-fatality cancer that is frequently diagnosed at a late stage. Having fewer comorbidities and being diagnosed with small cell carcinoma was associated with a late-stage diagnosis. The former group may have less health system contact, and the latter group has the lung cancer type most closely associated with smoking. As lung cancer screening programs start to be implemented across Canada, targeted outreach to men and to smokers, increasing awareness about screening, and connecting every Canadian with primary care should be system priorities.Entities:
Keywords: immigrant health; lung cancer; screening
Year: 2021 PMID: 34070989 PMCID: PMC8161737 DOI: 10.3390/curroncol28030181
Source DB: PubMed Journal: Curr Oncol ISSN: 1198-0052 Impact factor: 3.677
Figure 1Creation of study cohort of 38,788 patients diagnosed with lung cancer in Ontario, 1 April 2012–31 March 2017.
Descriptive characteristics by immigrant status of 38,788 people in Ontario diagnosed with lung cancer, 1 April 2012–31 March 2017.
| Characteristics | Immigrants | Long-Term Residents ( | Standardized Difference | Total ( |
|---|---|---|---|---|
| Sex | ||||
| Female | 1114 (41.3%) | 18,020 (49.9%) | 0.17 | 19,134 (49.3%) |
| Male | 1582 (58.7%) | 18,072 (50.1%) | 0.17 | 19,654 (50.7%) |
| Age at diagnosis | ||||
| Mean ± SD | 67.73 ± 12.19 | 71.46 ± 10.53 | 0.33 | 71.20 ± 10.69 |
| Median (IQR) | 68 (59–77) | 72 (64–79) | 0.3 | 72 (64–79) |
| Age group (years) | ||||
| 40–64 | 1105 (41.0%) | 9479 (26.3%) | 0.32 | 10,584 (27.3%) |
| 65–74 | 718 (26.6%) | 12,056 (33.4%) | 0.15 | 12,774 (32.9%) |
| 75+ | 873 (32.4%) | 14,557 (40.3%) | 0.17 | 15,430 (39.8%) |
| Neighborhood income quintile | ||||
| Quintile 1 (lowest) | 824 (30.6%) | 8840 (24.5%) | 0.14 | 9664 (24.9%) |
| Q2 | 584 (21.7%) | 8178 (22.7%) | 0.02 | 8762 (22.6%) |
| Q3 | 488 (18.1%) | 6927 (19.2%) | 0.03 | 7415 (19.1%) |
| Q4 | 464 (17.2%) | 6261 (17.3%) | 0 | 6725 (17.3%) |
| Q5 (highest) | 333 (12.4%) | 5852 (16.2%) | 0.11 | 6185 (15.9%) |
| Number of John’s Hopkins ADG comorbidities | ||||
| Mean ± SD | 7.64 ± 3.55 | 8.16 ± 3.77 | 0.14 | 8.12 ± 3.76 |
| Median (IQR) | 7 (5–10) | 8 (5–11) | 0.14 | 8 (5–11) |
| 0–5 | 779 (28.9%) | 9179 (25.4%) | 0.08 | 9958 (25.7%) |
| 6–9 | 1156 (42.9%) | 14,246 (39.5%) | 0.07 | 15,402 (39.7%) |
| 10+ | 761 (28.2%) | 12,667 (35.1%) | 0.15 | 13,428 (34.6%) |
| Lung cancer type | ||||
| Adenocarcinoma | 1336 (49.6%) | 13,478 (37.3%) | 0.25 | 14,814 (38.2%) |
| Small cell | 340 (12.6%) | 6158 (17.1%) | 0.13 | 6498 (16.8%) |
| Squamous cell | 363 (13.5%) | 6169 (17.1%) | 0.1 | 6532 (16.8%) |
| Other | 657 (24.4%) | 10,287 (28.5%) | 0.09 | 10,944 (28.2%) |
| No. PCP visits 6–30 months < index—all primary care providers | ||||
| Mean ± SD | 9.41 ± 8.50 | 8.95 ± 8.67 | 0.05 | 8.98 ± 8.66 |
| Median (IQR) | 8 (4–13) | 7 (3–12) | 0.08 | 7 (3–12) |
| No. PCP visits 6–30 months < index—patient’s usual provider of care | ||||
| Mean ± SD | 6.91 ± 7.07 | 6.89 ± 7.38 | 0 | 6.89 ± 7.36 |
| Median (IQR) | 5 (1–10) | 5 (2–10) | 0.01 | 5 (2–10) |
| Usual Provider of Care (UPC) index | ||||
| 0 visits | 240 (8.9%) | 3438 (9.5%) | 0.02 | 3678 (9.5%) |
| 1–2 visits | 307 (11.4%) | 4898 (13.6%) | 0.07 | 5205 (13.4%) |
| UPC <= 75% | 593 (22.0%) | 6522 (18.1%) | 0.1 | 7115 (18.3%) |
| UPC > 75% | 1556 (57.7%) | 21,234 (58.8%) | 0.02 | 22,790 (58.8%) |
ADG: Adjusted Diagnosis Groups; PCP: primary care provider.
Descriptive characteristics of study cohort stratified by stage of diagnosis (early vs. late) and immigrant status.
| Characteristics | Immigrants | Long-Term Residents | ||||
|---|---|---|---|---|---|---|
| Early Stage ( | Late Stage ( | Standardized Difference | Early Stage ( | Late Stage ( | Standardized Difference | |
| Sex | ||||||
| Female | 341 (49.3%) | 630 (36.8%) | 0.25 | 5141 (53.6%) | 10,759 (48.0%) | 0.11 |
| Male | 351 (50.7%) | 1083 (63.2%) | 0.25 | 4454 (46.4%) | 11,635 (52.0%) | 0.11 |
| Age at diagnosis | ||||||
| Mean ± SD | 67.77 ± 11.40 | 66.84 ± 12.05 | 0.08 | 71.25 ± 9.75 | 70.70 ± 10.43 | 0.05 |
| Median (IQR) | 68 (59–77) | 67 (58–76) | 0.07 | 72 (65–78) | 71 (63–78) | 0.06 |
| Age group (years) | ||||||
| 40–64 | 274 (39.6%) | 746 (43.5%) | 0.08 | 2359 (24.6%) | 6424 (28.7%) | 0.09 |
| 65–74 | 195 (28.2%) | 460 (26.9%) | 0.03 | 3478 (36.2%) | 7573 (33.8%) | 0.05 |
| 75+ | 223 (32.2%) | 507 (29.6%) | 0.06 | 3758 (39.2%) | 8397 (37.5%) | 0.03 |
| Neighborhood income quintile | ||||||
| Quintile 1 (lowest) | 216 (31.2%) | 527 (30.8%) | 0.01 | 2280 (23.8%) | 5511 (24.6%) | 0.02 |
| Q2 | 152 (22.0%) | 378 (22.1%) | 0 | 2117 (22.1%) | 5115 (22.8%) | 0.02 |
| Q3 | 124 (17.9%) | 289 (16.9%) | 0.03 | 1839 (19.2%) | 4301 (19.2%) | 0 |
| Q4 | 98 (14.2%) | 321 (18.7%) | 0.12 | 1735 (18.1%) | 3861 (17.2%) | 0.02 |
| Q5 (highest) | 100 (14.5%) | 197 (11.5%) | 0.09 | 1619 (16.9%) | 3583 (16.0%) | 0.02 |
| No. John’s Hopkins ADG comorbidities | ||||||
| Mean ± SD | 8.39 ± 3.43 | 7.25 ± 3.43 | 0.33 | 8.88 ± 3.60 | 7.77 ± 3.74 | 0.3 |
| Median (IQR) | 8 (6–11) | 7 (5–9) | 0.32 | 9 (6–11) | 8 (5–10) | 0.31 |
| 0–5 | 138 (19.9%) | 559 (32.6%) | 0.29 | 1706 (17.8%) | 6503 (29.0%) | 0.27 |
| 6–9 | 308 (44.5%) | 743 (43.4%) | 0.02 | 3878 (40.4%) | 8899 (39.7%) | 0.01 |
| 10+ | 246 (35.5%) | 411 (24.0%) | 0.25 | 4011 (41.8%) | 6992 (31.2%) | 0.22 |
| Lung cancer type | ||||||
| Adenocarcinoma | 380 (54.9%) | 887 (51.8%) | 0.06 | 4036 (42.1%) | 8788 (39.2%) | 0.06 |
| Small cell | 24 (3.5%) | 300 (17.5%) | 0.47 | 639 (6.7%) | 5319 (23.8%) | 0.49 |
| Squamous cell | 100 (14.5%) | 241 (14.1%) | 0.01 | 2290 (23.9%) | 3628 (16.2%) | 0.19 |
| Other | 188 (27.2%) | 285 (16.6%) | 0.26 | 2630 (27.4%) | 4659 (20.8%) | 0.15 |
| No. PCP visits 6–30 months < index—all primary care providers | ||||||
| Mean ± SD | 10.47 ± 7.85 | 8.92 ± 8.54 | 0.19 | 9.89 ± 8.32 | 8.59 ± 8.74 | 0.15 |
| Median (IQR) | 9 (5–14) | 7 (3–12) | 0.27 | 8 (4–13) | 6 (3–12) | 0.22 |
| No. PCP visits 6–30 months < index—patient’s usual provider of care | ||||||
| Mean ± SD | 7.65 ± 6.57 | 6.52 ± 7.03 | 0.17 | 7.67 ± 7.34 | 6.63 ± 7.32 | 0.14 |
| Median (IQR) | 7 (3–11) | 5 (1–9) | 0.24 | 6 (2–11) | 5 (1–9) | 0.19 |
| UPC index | ||||||
| 0 visits | 45 (6.5%) | 159 (9.3%) | 0.1 | 687 (7.2%) | 2123 (9.5%) | 0.08 |
| 1–2 visits | 60 (8.7%) | 211 (12.3%) | 0.12 | 1103 (11.5%) | 3195 (14.3%) | 0.08 |
| UPC <= 75% | 167 (24.1%) | 380 (22.2%) | 0.05 | 1788 (18.6%) | 4010 (17.9%) | 0.02 |
| UPC > 75% | 420 (60.7%) | 963 (56.2%) | 0.09 | 6017 (62.7%) | 13,066 (58.3%) | 0.09 |
ADG: Adjusted Diagnosis Groups; PCP: primary care provider.
Results from the multivariable model using Poisson regression. Adjusted relative risks represent late vs. early stage of diagnosis.
| Variables | Relative Risk (95% Confidence Interval) |
|---|---|
| Unadjusted | |
| Immigrant (vs. long term resident) | 1.02 (0.99–1.05) |
| Age and sex-adjusted | |
| Immigrant (vs. long term resident) | 1.00 (0.98–1.05) |
| Male (vs. female) | 1.08 (1.06–1.09) |
| Age (as a continuous variable) | 1.00 (1.00–1.00) |
| Full model | |
| Immigrant (vs. long term resident) | 1.01 (0.99–1.04) |
| Male (vs. female) | 1.07 (1.05–1.08) |
| Age (as a continuous variable) | 1.00 (1.00–1.00) |
| Neighborhood income quintile (quintile 5 as the reference group) | |
| Income quintile 1 (lowest) | 1.02 (1.00–1.04) |
| Income quintile 2 | 1.02 (0.99–1.04) |
| Income quintile 3 | 1.01 (0.99–1.03) |
| Income quintile 4 | 1.01 (0.98–1.03) |
| Comorbidities (0–5 ADGs as the reference group) | |
| 6–9 ADGs | 0.89 (0.88–0.91) |
| 10 + ADGs | 0.82 (0.80–0.84) |
| Primary care visits in the 6–30 months prior to diagnosis (as a continuous variable) | 1.00 (1.00–1.00) |
| Continuity of care (Usual Provider of Care Index of 75% or greater as the reference group) | |
| 0 visits to primary care | 1.02 (1.00–1.05) |
| 1–2 visits to primary care | 1.02 (1.00–1.04) |
| Usual Provider of Care Index less than 75% | 1.02 (1.01–1.04) |
| Lung cancer type (adenocarcinoma as the reference group) | |
| Small cell | 1.29 (1.27–1.31) |
| Squamous cell | 0.89 (0.87–0.91) |
| Other | 0.93 (0.91–0.94) |