| Literature DB >> 34726748 |
Soudabeh Fazeli1, Bradley S Snyder2, Ilana F Gareen2,3, Constance D Lehman4, Seema A Khan5, Justin Romanoff2, Constantine A Gatsonis2, Kathy D Miller6, Joseph A Sparano7, Christopher E Comstock8, Lynne I Wagner9, Ruth C Carlos10,11,12.
Abstract
Importance: The use of magnetic resonance imaging (MRI) in pretreatment planning of ductal carcinoma in situ (DCIS) remains controversial. Understanding changes in short-term health-related quality of life associated with breast MRI would allow for a more complete comparative effectiveness assessment. Objective: To assess whether there are changes in patient-reported quality of life associated with breast MRI among women diagnosed with DCIS. Design, Setting, and Participants: This cohort study was a substudy of a nonrandomized clinical trial conducted at 75 participating US institutions from March 2015 to April 2016. Women recently diagnosed with unilateral DCIS who were eligible for wide local excision and had a diagnostic mammogram within 3 months of study registration were included. A total of 355 women met the eligibility criteria and underwent the study MRI. Data analysis was performed from June 3, 2020, to July 1, 2021. Exposures: Participants underwent bilateral breast MRI within 30 days of study registration and before surgery. Information on patient-reported testing burden for breast MRI was collected after MRI and before surgery. Main Outcomes and Measures: The primary outcome of this substudy was the patient-reported testing burden of breast MRI, measured by the Testing Morbidities Index (TMI) summated scale score. The TMI is a 7-item instrument that evaluates the temporary changes in quality of life associated with imaging before, during, and after the test (0 represents the worst possible, 100 the hypothetical ideal test experience).Entities:
Mesh:
Year: 2021 PMID: 34726748 PMCID: PMC8564581 DOI: 10.1001/jamanetworkopen.2021.29697
Source DB: PubMed Journal: JAMA Netw Open ISSN: 2574-3805
Figure 1. Study Flow Diagram and Schema Questionnaire Administration
MRI indicates magnetic resonance imaging; PRO, patient-reported outcome; and TMI, Testing Morbidities Index.
Sociodemographic and Clinical Characteristics of the Study Cohort
| Characteristic | Eligible participants with study MRI, No. (N = 355) | Participants | ||
|---|---|---|---|---|
| Included (n = 244) | Excluded (n = 111) | |||
| Age, median (range), y | 59 (34-87) | 59 (34-85) | 59 (35-87) | .39 |
| Race | ||||
| Black/African American | 53 | 30 (57) | 23 (43) | .02 |
| White | 271 | 197 (73) | 74 (27) | |
| Other | 31 | 17 (55) | 14 (45) | |
| Ethnicity | ||||
| Hispanic | 21 | 9 (43) | 12 (57) | .01 |
| Non-Hispanic or unknown | 334 | 235 (70) | 99 (30) | |
| Insurance status | ||||
| Private insurance | 273 | 188 (69) | 85 (31) | .04 |
| Medicare or other government insurance | 64 | 48 (75) | 16 (25) | |
| Medicaid or uninsured | 18 | 8 (44) | 10 (56) | |
| DCIS grade | ||||
| Low | 58 | 39 (67) | 19 (33) | .58 |
| Intermediate | 144 | 95 (66) | 49 (34) | |
| High | 140 | 102 (73) | 38 (27) | |
| Unknown | 13 | 8 (62) | 5 (38) | |
| DCIS longest diameter, median (IQR), mm | 11 (6-20) | 11.5 (6-22) | 11 (8-15) | .54 |
| Decision autonomy preference | ||||
| My surgeon should make the decision with little input from me | 3 | 2 (67) | 1 (33) | .39 |
| My surgeon should make the decision but seriously consider my opinion | 23 | 19 (83) | 4 (17) | |
| My surgeon and I should make the decision together | 230 | 174 (76) | 56 (24) | |
| I should make the decision after seriously considering my surgeon’s opinion | 73 | 49 (67) | 24 (33) | |
| Missing | 26 | 0 | 26 (100) | |
| Diagnostic mammography TMI summated scale score, median (range) | 90.5 (42.9-100.0) | 90.5 (42.9-100.0) | 90.5 (52.4-100.0) | .59 |
| ASC Cancer Worry subscale score, median (range) | 2.3 (1.0-4.0) | 2.0 (1.0-4.0) | 2.3 (1.0-4.0) | .19 |
| PROMIS-10 score, median (range) | ||||
| Physical T score | 50.8 (26.7-67.7) | 54.1 (26.7-67.7) | 50.8 (29.6-67.7) | .08 |
| Mental T score | 50.8 (31.3-67.6) | 50.8 (31.3-67.6) | 50.8 (38.8-67.6) | .18 |
Abbreviations: ASC, Assessment of Survivor Concerns; DCIS, ductal carcinoma in situ; MRI, magnetic resonance imaging; PROMIS-10, Patient-Reported Outcomes Measurement Information System–10; TMI, Testing Morbidities Index.
Data are presented as number (percentage) of participants unless otherwise indicated. Percentages correspond to rows.
P values compare participants in the analysis set vs those excluded. For continuous variables, the P value corresponds to the t test or the nonparametric Wilcoxon rank sum test as appropriate. For categorical variables, the P value corresponds to the exact version of the χ2 test.
American Indian/Alaska Native, Asian, multiple races reported, not reported, and Unknown.
As reported on the diagnostic mammogram.
The P value for the comparison was performed after removing missing values.
The TMI is a 7-item instrument that evaluates the temporary changes in quality of life before, during, and after a test (0 represents the worst possible and 100 the hypothetical ideal test experience).
Each ASC item has a 4-category response scale of 1 (not at all), 2 (a little bit), 3 (somewhat), and 4 (very much). The mean of the 3 cancer worry items (fear of cancer recurrence, new cancer diagnosis, and diagnostic tests) was determined for each participant, arriving at a semicontinuous measure ranging from 1 to 4, in which higher values indicate higher levels of cancer worry.
A 10-item questionnaire addressing global physical and mental health. Raw scores are converted to mental and physical T scores. T score distributions are standardized such that a score of 50 represents the mean for the US general population, and the SD around that mean is 10 points. Higher scores represent better HRQOL.
Proportion of Patients Experiencing Testing Burden Based on Testing Morbidities Index Domain-Level Scores
| Domain level | Patients, No. (%) |
|---|---|
|
| |
| Pain/discomfort | |
| None | 165 (68) |
| Some | 73 (30) |
| A lot | 5 (2) |
| Extreme | 1 (0.4) |
| Fear or anxiety | |
| None | 102 (42) |
| Some | 113 (46) |
| A lot | 22 (9) |
| Extreme | 7 (3) |
|
| |
| Pain/discomfort | |
| None | 88 (36) |
| Some | 132 (54) |
| A lot | 19 (8) |
| Extreme | 5 (2) |
| Embarrassment | |
| None | 185 (76) |
| Some | 59 (24) |
| A lot | 0 |
| Extreme | 0 |
| Fear or anxiety | |
| None | 124 (51) |
| Some | 106 (43) |
| A lot | 11 (5) |
| Extreme | 3 (1) |
|
| |
| Mental discomfort | |
| None | 210 (86) |
| Some | 30 (12) |
| A lot | 4 (2) |
| Extreme | 0 |
| Physical discomfort | |
| None | 212 (87) |
| Some | 28 (11) |
| A lot | 2 (1) |
| Extreme | 2 (1) |
Abbreviation: MRI, magnetic resonance imaging.
Multivariable Regression Models for the Breast MRI TMI Summated Scale Score and the Joint Utility Score of a Testing Sequence of Diagnostic Mammography Followed by Breast MRI
| Variable | Breast MRI TMI summated scale score model | Joint utility score model | ||||||
|---|---|---|---|---|---|---|---|---|
| Complete case estimates (n = 206) | Multiple imputation estimates (n = 244) | Complete case estimates (n = 206) | Multiple imputation estimates (n = 244) | |||||
| Parameter estimate (SE) | Parameter estimate (SE) | Parameter estimate (SE) | Parameter estimate (SE) | |||||
| Intercept | 83.58 (1.69) | <.001 | 84.11 (1.59) | <.001 | 74.19 (2.36) | <.001 | 74.18 (2.29) | <.001 |
| Age | 0.10 (0.08) | .24 | 0.05 (0.08) | .56 | 0.05 (0.12) | .67 | 0.06 (0.11) | .61 |
| Revised 5-item ASC Cancer Worry subscale | −2.75 (0.94) | .004 | −2.28 (0.90) | .01 | −6.77 (1.31) | <.001 | −6.27 (1.31) | <.001 |
| PROMIS-10 | ||||||||
| Physical T score | 0.10 (0.11) | .37 | 0.10 (0.11) | .34 | 0.27 (0.15) | .07 | 0.32 (0.18) | .08 |
| Mental T score | 0.21 (0.13) | .11 | 0.19 (0.13) | .16 | 0.17 (0.18) | .34 | 0.11 (0.22) | .63 |
| Race | ||||||||
| Black/African American (vs White) | −4.18 (2.10) | .048 | −3.11 (2.06) | .13 | −3.50 (2.94) | .23 | −1.71 (2.96) | .56 |
| Other (vs White) | −1.22 (2.88) | .67 | −1.43 (2.84) | .61 | −0.27 (4.02) | .95 | −0.61 (4.08) | .88 |
| Ethnicity | ||||||||
| Hispanic (vs Non-Hispanic or Unknown) | 2.74 (3.93) | .49 | 0.64 (3.77) | .87 | −0.64 (5.49) | .91 | −0.59 (5.40) | .91 |
| Insurance status | ||||||||
| Medicare or other government insurance vs private insurance | −0.41 (2.03) | .84 | 0.35 (1.92) | .85 | 1.19 (2.83) | .67 | 0.67 (2.76) | .81 |
| Medicaid or uninsured vs private insurance | 0.64 (3.76) | .86 | 1.15 (3.86) | .77 | 1.25 (5.25) | .81 | 1.06 (5.53) | .85 |
| Decision autonomy preference | ||||||||
| Surgeon-selected (vs patient-selected) | 1.92 (2.86) | .50 | 1.93 (2.78) | .49 | −1.15 (3.99) | .77 | −1.03 (3.99) | .80 |
| Shared (vs patient-selected) | 3.39 (1.83) | .06 | 2.87 (1.71) | .10 | 2.30 (2.55) | .37 | 2.84 (2.46) | .25 |
Abbreviations: ASC, Assessment of Survivor Concerns; MRI, magnetic resonance imaging; PROMIS-10, Patient-Reported Outcomes Measurement Information System–10; TMI, Testing Morbidities Index.
Parameter estimates for continuous covariates are interpreted as the change in mean response per 1-unit increase. Parameter estimates for categorical covariates are interpreted as the difference in mean response in comparison with the reference level.
R2 = 0.15 from the multivariable linear regression model.
Multiple imputation for missing covariate data was performed for the subset of patients with available TMI summated scale scores for both modalities (n = 244) (Figure 1).
R2 = 0.11 from the multiply imputed multivariable linear regression model.
R2 = 0.20 from the multiply imputed multivariable linear regression model.
R2 = 0.17 from the multivariable linear regression model.
Continuous covariates were centered. Thus, the intercept can be interpreted as the mean MRI TMI summated scale score (or joint utility score) for patients who are at the mean age (59.1 years), mean ASC cancer worry level (2.41), mean physical (52.40) and mental (51.76) T scores, and who are at the reference level of the categorical covariates (White, non-Hispanic, private insurance, and patient-selected decision preference).
Figure 2. Testing Burden Associated With Cancer Worry
A LOESS smoother was used to plot the diagnostic mammography Testing Morbidities Index (TMI) summated scale score, the magnetic resonance imaging (MRI) TMI summated scale score, and the joint utility score of a diagnostic pathway combining both tests as estimated by the additive model. ASC indicates Assessment of Survivor Concerns.