| Literature DB >> 27907052 |
Jia-Hong Chen1,2, Chi-Hsiang Chung3,4, Yung-Chih Wang5,6, Shun-Neng Hsu7, Wen-Yen Huang6,8, Wu-Chien Chien9,10.
Abstract
In this retrospective cohort study based in Taiwan, we reported the current epidemiology of patients with multiple myeloma and analyzed the factors affecting mortality. We identified 7285 patients with newly diagnosed multiple myeloma (MM) between 1997 and 2013 in Taiwan. Privileges data from the National Health Institute Research Database was used, as it is made readily available to the public in electronic format for research purposes. From 1997 to 2013, the average incidence of MM per 100,000 people was 1.83. The mortality accounted for an average of 0.44 per 100,000 deaths. In all 7285 inpatients with MM, the proportion of male patients was greater than that of female (59.90% vs. 40.10%); the mean age was 68.71 years with the proportion of those >55 years of age was 85.11%; and the proportion of a catastrophic illness was 66.51%. The death risk of the inpatient dialysis group was 3.044 times that of patients without dialysis (P <0.001). Moreover, the risk of death to men in the hospital setting was 1.162 times that of women (P = 0.012), and in the group of patients aged >55 years, the risk of in-hospital death was 1.511 times more than that in those aged ≤55 years (P <0.001). The risk of hospital death due to catastrophic illness was 1.347 times that of a non-catastrophic illness (P <0.001). Male patients and those >55 years of age had the most common prevalence of MM in Taiwan. Hemodialysis treatment, male sex, old age, and catastrophic illness were independent predictors of hospital mortality in patients with MM.Entities:
Mesh:
Year: 2016 PMID: 27907052 PMCID: PMC5132205 DOI: 10.1371/journal.pone.0167227
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Fig 1Flowchart of the study sample selection from the National Health Insurance Research Database in Taiwan.
Multiple myeloma: ICD-9-CM 203.0; Inclusion criteria: Multiple myeloma; Exclusion criteria: Gender unknown.
Characteristics of multiple myeloma inpatients.
| Prognosis | Total | Survive | Mortality | P-value | |||
|---|---|---|---|---|---|---|---|
| Variables | n | % | n | % | n | % | |
| Total | 7,285 | 5,518 | 75.74 | 1,767 | 24.26 | ||
| Hemodialysis | <0.001 | ||||||
| Without | 2,814 | 38.63 | 2,486 | 45.05 | 328 | 18.56 | |
| With | 4,471 | 61.37 | 3,032 | 54.95 | 1,439 | 81.44 | |
| Gender | 0.003 | ||||||
| Male | 4,364 | 59.90 | 3,256 | 59.01 | 1,108 | 62.71 | |
| Female | 2,921 | 40.10 | 2,262 | 40.99 | 659 | 37.29 | |
| Age (years) | 68.71±12.38 | 68.28±12.56 | 70.02±11.73 | <0.001 | |||
| Age group (years) | <0.001 | ||||||
| ≦55 | 1,085 | 14.89 | 866 | 15.69 | 219 | 12.39 | |
| >55 | 6,200 | 85.11 | 4,652 | 84.31 | 1,548 | 87.61 | |
| Low-income household | 0.561 | ||||||
| Without | 7,231 | 99.26 | 1,754 | 99.26 | 5,477 | 99.26 | |
| With | 54 | 0.74 | 13 | 0.74 | 41 | 0.74 | |
| Catastrophic illness | <0.001 | ||||||
| Without | 2,440 | 33.49 | 2,010 | 36.43 | 430 | 24.34 | |
| With | 4,845 | 66.51 | 3,508 | 63.57 | 1,337 | 75.66 | |
| CCI_R | 0.65±0.98 | 0.65±0.98 | 0.67±0.98 | 0.495 | |||
| Inpatient season | <0.001 | ||||||
| Spring (March-May) | 1,606 | 22.05 | 1,164 | 21.09 | 442 | 25.01 | |
| Summer (June-August) | 1,854 | 25.45 | 1,382 | 25.05 | 472 | 26.71 | |
| Autumn (September-November) | 2,040 | 28.00 | 1,606 | 29.10 | 434 | 24.56 | |
| Winter (December-Februrary) | 1,785 | 24.50 | 1,366 | 24.76 | 419 | 23.71 | |
| Outpatient location | <0.001 | ||||||
| Northern Taiwan | 3,611 | 49.57 | 2,575 | 46.67 | 1,036 | 58.63 | |
| Middle Taiwan | 1,788 | 24.54 | 1,469 | 26.62 | 319 | 18.05 | |
| Southern Taiwan | 1,541 | 21.15 | 1,200 | 21.75 | 341 | 19.30 | |
| Eastern Taiwan | 324 | 4.45 | 255 | 4.62 | 69 | 3.90 | |
| Outlets islands | 21 | 0.29 | 19 | 0.34 | 2 | 0.11 | |
| Urbanization level | <0.001 | ||||||
| High | 2,927 | 40.18 | 2,213 | 40.11 | 714 | 40.41 | |
| Middle | 3,435 | 47.15 | 2,542 | 46.07 | 893 | 50.54 | |
| Low | 923 | 12.67 | 763 | 13.83 | 160 | 9.05 | |
| Level of care | 0.005 | ||||||
| Medical center | 4,605 | 63.21 | 3,432 | 62.20 | 1,173 | 66.38 | |
| Regional hospital | 2,211 | 30.35 | 1,716 | 31.10 | 495 | 28.01 | |
| Local hospital | 469 | 6.44 | 370 | 6.71 | 99 | 5.60 | |
| Department of hematology & oncology | 0.019 | ||||||
| Without | 4,066 | 55.06 | 3,118 | 56.51 | 948 | 50.78 | |
| With | 3,319 | 44.94 | 2,400 | 43.49 | 919 | 49.22 | |
| Surgical operation | <0.001 | ||||||
| Without | 5,943 | 81.58 | 4,559 | 82.62 | 1,384 | 78.32 | |
| With | 1,342 | 18.42 | 959 | 17.38 | 383 | 21.68 | |
| Length of days | 56.79±66.87 | 45.87±58.37 | 78.53±83.62 | <0.001 | |||
| Medical cost (NT$) | 387,795.92±512,441.07 | 323,169.80±453,916.71 | 589,610.82±620,984.80 | <0.001 | |||
P-value (category variable: Chi-square/Fisher exact test; continue variable: t-test). CCI_R = Charlson Comorbidity Index removed cancer.
*P<0.05
**P<0.01
***P<0.001
# Catastrophic illness: Illness other than multiple myeloma contained the the Catastrophic Illnesses Patient Database.
Factors of multiple myeloma inpatient mortality by logistic regression in Generalized Estimating Equation (GEE) model.
| Adjusted OR (95%CI) | P | |
|---|---|---|
| Hemodialysis | ||
| Without | Reference | |
| With | 3.044 (2.651–3.494) | <0.001 |
| Gender | ||
| Male | 1.162 (1.034–1.305) | 0.012 |
| Female | Reference | |
| Age group (years) | ||
| ≦55 | Reference | |
| >55 | 1.511 (1.272–1.796) | <0.001 |
| Low-income household | ||
| Without | Reference | |
| With | 1.613 (0.827–3.146) | 0.161 |
| Catastrophic illness | ||
| Without | Reference | |
| With | 1.347 (1.171–1.549) | <0.001 |
| CCI_R | 0.998 (0.942–1.057) | 0.944 |
| Inpatient season | ||
| Spring (March-May) | Reference | |
| Summer (June-August) | 0.898 (0.766–1.053) | 0.187 |
| Autumn (September-November) | 0.706 (0.601–0.828) | <0.001 |
| Winter (December-Februrary) | 0.827 (0.703–0.974) | 0.023 |
| Urbanization level | ||
| High | 1.443 (1.134–1.811) | 0.003 |
| Middle | 1.726 (1.389–2.143) | <0.001 |
| Low | Reference | |
| Level of care | ||
| Medical center | 0.864 (0.655–1.140) | 0.302 |
| Regional hospital | 0.897 (0.686–1.172) | 0.426 |
| Local hospital | Reference | |
| Department of hematology & oncology | ||
| Without | Reference | |
| With | 0.884 (0.782–0.999) | 0.049 |
| Surgical operation | ||
| Without | Reference | |
| With | 1.050 (0.911–1.210) | 0.497 |
| Length of days | 1.005 (1.005–1.006) | <0.001 |
Adjusted OR = Adjusted Odds Ratio, adjusted for all variables in the table. CI = confidence interval. Nagelkerke R-square of model = 0.138. Outpatient location had multicollinearity with urbanization level. Medical cost had multicollinearity with length of d.
*P<0.05
**P<0.01
***P<0.001
# Catastrophic illness: Illness other than multiple myeloma contained the the Catastrophic Illnesses Patient Database.