| Literature DB >> 35892981 |
Oluwatobiloba Morakinyo1, Oliver Bucher2, Kristjan Paulson1.
Abstract
Hematopoietic stem cell transplant is a complicated intervention only offered in specialized centers. Access to transplants may vary based on the location of primary residence, income levels, age, and reported race or ethnicity. Using data from the Canadian Institute of Health (CIH) Discharge abstract database (DAD), all non-Quebec Canadians under the age of 65 with a diagnosis of AML between 2004 and 2015 were included in this study. Descriptive statistics were produced for the variables of interest: time period, age, sex, rurality, transplant status, proportion of visible minorities, proportion identifying as indigenous, and proportion of low-income families. Transplant rates were compared and reported using univariable and multivariable analysis. In multivariable analysis, time period, province of residence, gender, and age were significantly associated with the receipt of an allogeneic hematopoietic stem cell transplant. However, differences in transplant rates observed in indigenous patients, low-income families, and visible minorities were not found to be statistically significant. In non-Quebec Canada, transplant rates vary significantly with province of residence, with the highest rates recorded in Alberta. Contrary to findings previously reported in studies exploring access to transplant in the United States, a low-income level was not associated with lower rates of transplants. This might suggest that Canada's universal health care insurance program is protective against socioeconomic barriers that impact access to health care services.Entities:
Keywords: acute myeloid leukemia; allogeneic stem cell transplant; health services; hematopoietic stem cell transplant
Mesh:
Year: 2022 PMID: 35892981 PMCID: PMC9332420 DOI: 10.3390/curroncol29080412
Source DB: PubMed Journal: Curr Oncol ISSN: 1198-0052 Impact factor: 3.109
Descriptive characteristics for the variables of interest.
| Variables | Transplant Status | Statistics | Full Cohort | Pediatric Cohort | Adult Cohort |
|---|---|---|---|---|---|
| Age at admission | Transplant | n | 1754 | 202 | 1552 |
| Median | 47 | 9.5 | 49 | ||
| IQR | 22 | 11 | 18 | ||
| No transplant | n | 4365 | 359 | 4006 | |
| Median | 54 | 8 | 55 | ||
| IQR | 21 | 12.08 | 15 | ||
| <0.01 | 0.03 | <0.01 | |||
| Proportion of visible minorities | Transplant | n | 1745 | 199 | 1546 |
| Median | 0.1 | 0.06 | 0.1 | ||
| IQR | 0.23 | 0.26 | 0.22 | ||
| No transplant | n | 4348 | 358 | 3990 | |
| Median | 0.09 | 0.1 | 0.09 | ||
| IQR | 0.26 | 0.26 | 0.226 | ||
| 0.59 | 0.27 | 0.33 | |||
| Proportion of low-income families (after tax) | Transplant | n | 1745 | 199 | 1546 |
| Median | 6.5 | 6.2 | 6.5 | ||
| IQR | 6 | 5.3 | 6 | ||
| No transplant | n | 4348 | 358 | 3990 | |
| Median | 6.9 | 6.5 | 6.9 | ||
| IQR | 6 | 6.2 | 6 | ||
| 0.05 | 0.4 | 0.09 | |||
| Proportion identifying as Indigenous | Transplant | n | 1745 | 199 | 1546 |
| Median | 0.02 | 0.02 | 0.02 | ||
| IQR | 0.04 | 0.05 | 0.04 | ||
| No transplant | n | 4348 | 358 | 3990 | |
| Median | 0.02 | 0.02 | 0.02 | ||
| IQR | 0.04 | 0.04 | 0.04 | ||
| 0.01 | 1 | 0.01 |
Univariable and multivariable logistic regression models (Full cohort).
| Variables of Interest | Categories | n | Univariable Models | Multivariable Model | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Odds Ratio | 95% Confidence Interval | Overall | Odds Ratio | 95% Confidence Interval | Overall | |||||
| Period | Continuous | 6119 | 1.07 | 1.05–1.09 | <0.01 | <0.01 | - | - | - | - |
| RC spline1 | - | - | - | - | - | 1.16 | 1.11–1.21 | <0.01 | - | |
| RC spline2 | - | - | - | - | - | 0.91 | 0.86–0.96 | <0.01 | <0.01 | |
| Province | Alberta | 861 | Reference | - | - | - | - | - | - | - |
| British Columbia | 1005 | 0.66 | 0.54–0.80 | 0 | - | 0.71 | 0.58–0.86 | <0.01 | - | |
| Manitoba | 293 | 0.70 | 0.53–0.91 | 0.01 | - | 0.71 | 0.53–0.94 | 0.02 | - | |
| Newfoundland and Labrador | 159 | 0.42 | 0.28–0.62 | 0 | - | 0.48 | 0.32–0.72 | <0.01 | - | |
| Nova Scotia | 238 | 0.41 | 0.29–0.57 | 0 | - | 0.43 | 0.31–0.61 | <0.01 | - | |
| Nunavut | 8 | 0.83 | 0.20–3.50 | 0.80 | - | 0.76 | 0.18–3.25 | 0.71 | - | |
| Northwest Territories | 7 | 0.55 | 0.11–2.87 | 0.48 | - | 0.95 | 0.17–5.33 | 0.95 | - | |
| Ontario | 3247 | 0.45 | 0.38–0.52 | 0 | - | 0.47 | 0.40–0.55 | <0.01 | - | |
| Prince Edward Island | 29 | 0.85 | 0.39–1.81 | 0.67 | - | 0.85 | 0.39–1.88 | 0.70 | - | |
| Saskatchewan | 262 | 0.48 | 0.35–0.65 | 0 | - | 0.51 | 0.37–0.70 | <0.01 | - | |
| Yukon | 10 | 2.08 | 0.58–7.42 | 0.26 | <0.01 | 2.40 | 0.64–8.83 | 0.19 | <0.01 | |
| Rurality | Urban | 4906 | Reference | - | - | - | - | - | - | - |
| Rural | 1192 | 0.94 | 0.82–1.09 | 0.42 | 0.42 | - | - | - | - | |
| Gender | Female | 2859 | Reference | - | - | - | - | - | - | - |
| Male | 3260 | 0.84 | 0.75–0.94 | <0.01 | <0.01 | 0.89 | 0.79–1.00 | 0.05 | 0.05 | |
| Age | Continuous | 6119 | 0.98 | 0.98–0.98 | 0 | <0.01 | - | - | - | - |
| RC spline1 | - | - | - | - | - | 1.02 | 1.01–1.03 | 0.01 | - | |
| RC spline2 | - | - | - | - | - | 0.97 | 0.96–0.99 | <0.01 | - | |
| RC spline3 | - | - | - | - | - | 0.69 | 0.51–0.93 | 0.01 | <0.01 | |
| Proportion of visible minorities | Continuous | 6093 | 0.87 | 0.67–1.14 | 0.32 | 0.32 | - | - | - | - |
| Proportion of low-income families (after tax) | Continuous | 6093 | 0.99 | 0.98–1.00 | 0.02 | 0.01 | - | - | - | - |
| Proportion identifying as Indigenous | Continuous | 6093 | 0.97 | 0.49–1.90 | 0.92 | 0.92 | - | - | - | - |
Univariable and multivariable logistic regression models (Pediatric cohort).
| Variables of interest | Categories | n | Univariable Models | Multivariable Model | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Odds Ratio | 95% Confidence Interval | Overall | Odds Ratio | 95% Confidence Interval | Overall | |||||
| Period | Continuous | 561 | 1.07 | 1.02–1.12 | <0.01 | <0.01 | - | - | - | - |
| RC spline1 | - | - | - | - | - | 1.20 | 1.05–1.37 | <0.01 | - | |
| RC spline2 | - | - | - | - | - | 0.86 | 0.72–1.02 | 0.08 | <0.01 | |
| Province | Alberta | 100 | Reference | - | - | - | - | - | - | - |
| British Columbia | 94 | 1.06 | 0.60–1.89 | 0.84 | - | - | - | - | - | |
| Manitoba | 29 | 1.10 | 0.48–2.56 | 0.82 | - | - | - | - | - | |
| Newfoundland and Labrador | 14 | 0.63 | 0.18–2.13 | 0.4 | - | - | - | - | - | |
| Nova Scotia | 19 | 0.91 | 0.33–2.52 | 0.86 | - | - | - | - | - | |
| Nunavut | 4 | 1.56 | 0.21–11.57 | 0.66 | - | - | - | - | - | |
| Ontario | 265 | 0.78 | 0.48–1.25 | 0.30 | - | - | - | - | - | |
| Prince Edward Island | 7 | 2.09 | 0.44–9.83 | 0.35 | - | - | - | - | - | |
| Saskatchewan | 29 | 0.60 | 0.24–1.48 | 0.26 | 0.72 | - | - | - | - | |
| Rurality | Urban | 445 | Reference | - | - | - | - | - | - | - |
| Rural | 112 | 1.39 | 0.91–2.13 | 0.12 | 0.13 | - | - | - | - | |
| Gender | Female | 258 | Reference | - | - | - | - | - | - | - |
| Male | 303 | 0.88 | 0.62–1.24 | 0.47 | 0.47 | - | - | - | - | |
| Age | Continuous | 561 | 1.03 | 1.00–1.06 | 0.05 | 0.05 | - | - | - | - |
| RC spline1 | - | - | - | - | - | 1.18 | 1.08–1.29 | <0.01 | - | |
| RC spline2 | - | - | - | - | - | 0.83 | 0.74–0.93 | <0.01 | <0.01 | |
| Proportion of visible minorities | Continuous | 557 | 0.80 | 0.36–1.79 | 0.59 | 0.58 | - | - | - | - |
| Proportion of low-income families (after tax) | Continuous | 557 | 0.98 | 0.95–1.01 | 0.21 | 0.20 | - | - | - | - |
| Proportion identifying as Indigenous | Continuous | 557 | 2.60 | 0.63–10.77 | 0.19 | 0.19 | - | - | - | - |
Univariable and multivariable logistic regression models (Adult cohort).
| Variables of Interest | Categories | n | Univariable Models | Multivariable Model | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Odds Ratio | 95% Confidence Interval | Overall | Odds Ratio | 95% Confidence Interval | Overall | |||||
| Period | Continuous | 5558 | 1.07 | 1.05–1.09 | <0.01 | <0.01 | - | - | - | - |
| RC spline1 | - | - | - | - | - | 1.15 | 1.10–1.20 | <0.01 | - | |
| RC spline2 | - | - | - | - | - | 0.92 | 0.87–0.97 | <0.01 | <0.01 | |
| Province | Alberta | 761 | Reference | - | - | - | Reference | - | - | - |
| British Columbia | 911 | 0.62 | 0.51–0.76 | <0.01 | - | 0.67 | 0.54–0.82 | <0.01 | - | |
| Manitoba | 264 | 0.66 | 0.49–0.88 | <0.01 | - | 0.67 | 0.49–0.91 | 0.01 | - | |
| Newfoundland and Labrador | 145 | 0.40 | 0.67–0.61 | <0.01 | - | 0.45 | 0.29–0.69 | <0.01 | - | |
| Nova Scotia | 219 | 0.37 | 0.26–0.53 | <0.01 | - | 0.39 | 0.27–0.56 | <0.01 | - | |
| Nunavut | 4 | 0.45 | 0.05–4.39 | 0.50 | - | 0.37 | 0.04–3.68 | 0.40 | - | |
| Northwest Territories | 7 | 0.54 | 0.11–2.83 | 0.47 | - | 0.88 | 0.15–5.01 | 0.89 | - | |
| Ontario | 2982 | 0.42 | 0.36–0.50 | <0.01 | - | 0.44 | 0.67–0.52 | <0.01 | - | |
| Prince Edward Island | 22 | 0.64 | 0.26–1.58 | 0.33 | - | 0.64 | 0.25–1.63 | 0.35 | - | |
| Saskatchewan | 233 | 0.46 | 0.33–0.64 | <0.01 | - | 0.49 | 0.35–0.69 | <0.01 | - | |
| Yukon | 10 | 2.05 | 0.57–7.31 | 0.27 | <0.01 | 2.31 | 0.62–8.59 | 0.21 | <0.01 | |
| Rurality | Urban | 4461 | Reference | - | - | - | Reference | - | - | - |
| Rural | 1080 | 0.90 | 0.77–1.04 | 0.16 | 0.16 | - | - | - | - | |
| Female | 2601 | Reference | - | - | - | Reference | - | - | - | |
| Male | 2957 | 0.84 | 0.74–0.94 | <0.01 | 0.03 | 0.89 | 0.79–1.00 | 0.06 | 0.06 | |
| Age | Continuous | 5558 | 0.97 | 0.96–0.97 | <0.01 | <0.01 | - | - | - | - |
| RC spline1 | - | - | - | - | - | 1.00 | 0.97–1.03 | 0.87 | - | |
| RC spline2 | - | - | - | - | - | 0.99 | 0.96–1.02 | 0.39 | - | |
| RC spline 3 | - | - | - | - | - | 0.57 | 0.39–0.86 | <0.01 | <0.01 | |
| Proportion of visible minorities | Continuous | 5536 | 0.88 | 0.67–1.17 | 0.38 | 0.38 | - | - | - | - |
| Proportion of low-income families (after tax) | Continuous | 5536 | 0.99 | 0.98–1.00 | 0.04 | 0.04 | - | - | - | - |
| Proportion identifying as Indigenous | Continuous | 5536 | 0.67 | 0.31–1.47 | 0.32 | 0.31 | - | - | - | - |
Figure 1Relationship between age at admission and the probability of transplant (full cohort).
Figure 2Relationship between time period and the probability of transplant (full cohort).
Figure 3Relationship between age at admission and the probability of transplant (pediatric cohort).
Figure 4Relationship between time period and the probability of transplant (pediatric cohort).
Figure 5Relationship between age at admission and the probability of transplant (adult cohort).
Figure 6Relationship between time period and the probability of transplant (adult cohort).