Methods
The study population ( n = 14,679 cases with invasive EOC) was drawn from 18 Ovarian Cancer Association Consortium (OCAC) studies based in Australia, Belgium, Canada, England, and the USA. Studies were eligible for this analysis if they collected extensive epidemiological risk factor data, had data on overall survival (death from any cause) and had 10 or more ovarian cancer cases with a self-reported Asian, Native Hawaiian/Pacific Islander, non-Hispanic Black or Hispanic race or ethnicity.
Racial and ethnic groups in the original OCAC database were based on self-reports from questionnaires for all study participants. Since Asian and Native Hawaiian/Pacific Islander participants ( n = 922) were combined into one group in the original database, detailed self-reported data on Asian and Native Hawaiian/Pacific Islander race from questionnaires were requested from selected studies with the largest representation of these subjects: Diseases of the Ovary and their Evaluation Study, DOV; Hawaii Ovarian Cancer Case-Control Study, HAW; Genetic Epidemiology of Ovarian Cancer, STA; and Los Angeles County Case-Control Studies of Ovarian Cancer, USC. Thus, classification of Asian and Native Hawaiian/Pacific Islander participants used these self-reported data (for n = 521 and 93 subjects, respectively) and, when not available, used genetic ancestry data ( n = 119 and five subjects, respectively). Genetic ancestry was determined based on clusters created from the Oncoarray principal component analysis (PCAs) and/or the Collaborative Oncological Gene-Environment Study (COGS) PCAs; 67 participants had Oncoarray and COGS values (all concordant), and 57 participants had either Oncoarray or COGS data [ 17 , 18 ]. Using these data, not all participants in the combined Asian and Native Hawaiian/Pacific Islander participants could be disaggregated further, therefore these individuals ( n = 127) were reported as “not specified”.
Approval for this study was obtained from the University of Hawaii (Protocol # 2019-00087). All participants provided either written informed consent or implicit consent through return of the study questionnaire. Participating studies obtained institutional review board (IRB) approval at their respective institutions, and the OCAC Coordinating Center (Duke University) received IRB approval from its institution and participating registries as required for data acquisition, pooling, and harmonisation. All methods were performed in accordance with the relevant guidelines and regulations.
Covariates that were available from the questionnaires included: age at EOC diagnosis, age at menarche, duration of OC use, parity, breastfeeding among parous women, menopausal status, and postmenopausal hormone use (referring to ever use of estrogen only, estrogen plus progesterone and unknown formulation types), endometriosis, tubal ligation or hysterectomy (at least one year prior to EOC diagnosis date), recent BMI (defined as one year prior to the diagnosis date for all study sites except for the CON, DOV, HAW and OPL, where BMI referred to five years prior to the diagnosis date), smoking and first-degree family history of breast cancer or ovarian cancer.
Clinical and pathological variables included: stage (localised, regional, distant, unknown); and histotype (high-grade serous, low-grade serous, endometrioid, mucinous, clear cell or other epithelial). High-grade serous tubo-ovarian carcinoma (HGSC) was defined as serous histology grades 2–4; serous histology with missing/unknown grade; endometrioid histology grades 3–4 [to avoid misclassification of HGSC as endometrioid [ 19 , 20 ]]; or poorly differentiated epithelial histology grades 2–4. Information on treatment received or residual disease after surgery was not available in the analytic dataset. Supplementary Table S1 shows the information collected by some consortium studies and the high level of missingness in this dataset, which meant that these data were not used in the current analysis.
Cox proportional hazards regression models were used to estimate hazard ratios (HR) and 95% confidence intervals (95% CI) for overall survival. Overall survival time was calculated as the number of days from diagnosis to last follow-up or death from any cause, whichever occurred first. Left truncation was used to account for days from diagnosis to study enrolment to reduce the chance of survivorship bias arising from the exclusion of eligible women who died before they had an opportunity to be enrolled. Stage and histotype did not meet the proportional hazards assumption. To address this, stage was modelled as a strata term. We included an interaction term for histotype and time, however this did not appreciably change the associations, therefore this interaction term was not included in the final models. We also assessed additional adjustment for education level; however, this did not change the results (<10% HR change), and therefore education was not included in the final models.
A multivariable model was adjusted for age and year at diagnosis (continuous), histotype [HGSC (reference), low-grade serous, endometrioid, mucinous, clear cell and other epithelial] and included strata variables for study site, age at diagnosis (10-year groups) and stage (localised, regional, distant, unstaged/missing). The addition of age as a continuous variable was included in the model to account for any imbalance in the 10-year age categories across racial and ethnic groups. A fully adjusted model included the same factors listed above plus adjustment for additional factors associated with EOC survival in the literature and which could plausibly vary across racial and ethnic groups: recent BMI [<25 kg/m 2 (reference), 25.0-29.9, ≥30.0], smoking [never (reference), former, current] and any postmenopausal hormone use [never (reference), ever, pre/peri-menopausal]. The models examined overall survival with race and ethnicity as the exposure [six groups; non-Hispanic White (reference), Hispanic, non-Hispanic Black, Asian, Native Hawaiian/Pacific Islander, and Asian or Native Hawaiian/Pacific Islander not specified]. Sensitivity analyses were conducted on more focused disease groups, specifically HGSC, the most common histological subtype of EOC, and advanced stage (regional and distant) disease to reduce heterogeneity.
We next evaluated associations for hormone-related factors and family history with overall survival across six racial and ethnic groups. Interactions between race and ethnicity (six groups) with each exposure of interest were evaluated by comparing multivariable models with and without interaction terms to calculate p-values for heterogeneity using the global Wald test. Tests for linear trend (p for trend) were performed using variables based on the median values for each category when applicable. All analyses were performed using SAS version 9.4.
Results
In total, 58% of the 14,679 patients with invasive EOC died (any cause death) during the study period (Table 1 ), with a median follow-up time for patients who were alive during the study period from 2 to 15 years after diagnosis. Patients were diagnosed between 1968 and 2018, and the overall median (interquartile range) year of diagnosis across studies was 2004 (2001–2007), Supplementary Table S2 . There were some studies representing the majority of participants from selected racial and ethnic groups, for example, 87% of Native Hawaiian/Pacific Islander participants were from the Hawaii Ovarian Cancer Case Control Study (HAW study), and 59% of Hispanic participants and 46% of non-Hispanic Black participants came from the Los Angeles County Case-Control Studies of Ovarian Cancer, USC. There were notable differences in the age at diagnosis, stage and histotype distributions across racial and ethnic groups (Table 2 ). Compared with non-Hispanic White participants, all other racial and ethnic groups were younger at diagnosis. Non-Hispanic Black, Hispanic and non-Hispanic White women had the highest proportion of HGSC tumours (≥64%) while HGSC comprised ~48% for Asian and Native Hawaiian/Pacific Islander women (Fig. 1 ). Notably, clear cell carcinoma was most frequent in Asian and Native Hawaiian/Pacific Islander women (19 and 14%, respectively). Within Native Hawaiian/Pacific Islander women from the HAW study, the frequency of clear cell carcinoma was similar at 12% (data not shown). Approximately two-thirds of non-Hispanic Black, non-Hispanic White women and Hispanic women were diagnosed with distant stage disease, compared with less than half of Asian and Native Hawaiian/Pacific Islander women (Table 2 ), in line with the histotype distribution of less HGSC cases. Fig. 1 Frequency of epithelial ovarian cancer histotypes by racial and ethnic group. There were no cases of LGSC in the Native Hawaiian/Pacific Islander group. Abbreviations: CCC (clear cell carcinoma); END (endometrioid carcinoma); HGSC (high-grade serous tubo-ovarian carcinoma); LGSC (low-grade serous carcinoma); MOC (mucinous ovarian carcinoma). HGSC includes serous histology grades 2–4; serous histology with missing/unknown grade; endometrioid histology grade 3–4 and poorly differentiated epithelial histology grades 2–4. Other epithelial includes mixed cell, unknown or other epithelial. Table 1 Description of the 18 OCAC studies included in the analysis of racial and ethnic differences in invasive epithelial ovarian cancer survival. Study a Cases N Deaths N Overall survival for alive, years b Overall survival for deceased years b Age at diagnosis, years Asian Native Hawaiian/ Pacific Islander Asian or Native Hawaiian/ Pacific Islander, not specified c Non-Hispanic Black Hispanic Non-Hispanic White Total 14,679 8571 697 98 127 267 492 12,998 AOV 277 144 7.4 (5.5, 12.7) 2.8 (1.3, 5.3) 55 [48–66] 57 (8.2) 0 0 1 (0.4) 0 219 (1.7) AUS 1540 1107 8.6 (5.5, 10.5) 2.9 (1.6, 5.1) 60 [52–68] 36 (5.2) 3 (3.1) 16 (8.7) 0 0 1485 (11.4) BEL 621 400 4.8 (2.8, 8.8) 3.5 (2.2, 5.4) 59 [50–67] 1 (0.8) 1 (1.0) 6 (3.3) 2 (0.7) 1 (0.2) 610 (4.7) CON 385 222 8.3 (7.5, 9.5) 3.2 (2.1, 5.1) 59 [52–68] 0 0 3 (1.6) 8 (3.0) 6 (1.2) 368 (2.8) DOV 1125 683 11.6 (9.6, 13.7) 3.6 (2.1, 5.5) 57 [49–63] 57 (8.2) 6 (6.1) 0 12 (4.5) 35 (7.1) 1015 (7.8) HAW 424 239 11.0 (8.5, 15.6) 3.6 (2.1, 6.5) 56 [48–66] 228 (32.7) 85 (86.7) 0 0 7 (1.4) 104 (0.8) HOP 709 428 8.3 (6.4, 9.4) 3.0 (1.8, 4.7) 59 [51–69] 1 (0.1) 0 2 (1.1) 23 (8.6) 2 (0.4) 681 (5.2) LAX 352 225 5.7 (4.2, 9.3) 3.0 (1.8, 4.8) 58 [49–67] 12 (1.7) 0 4 (2.2) 18 (6.7) 7 (1.4) 311 (2.4) MAY 1463 804 4.3 (1.8, .8.2) 2.7 (1.5, 4.6) 62 [54–71] 4 (0.6) 0 7 (3.8) 7 (2.6) 9 (1.8) 1436 (11.0) MSK 505 151 1.9 (0.7, 4.1) 2.3 (1.2, 3.6) 60 [53–69] 24 (3.4) 0 9 (4.9) 22 (8.2) 23 (4.7) 427 (3.3) NEC 1255 844 8.8 (3.9, 12.4) 3.6 (2.2, 5.8) 56 [49–65] 10 (1.4) 0 10 (5.4) 19 (7.1) 17 (3.5) 1199 (9.2) NJO 235 141 9.0 (7.7, 9.7) 3.8 (2.5, 6.0) 56 [50–62] 2 (0.3) 0 7 (3.8) 9 (3.4) 11 (2.2) 206 (1.6) OPL 798 459 6.8 (5.9, 7.5) 3.2 (1.9, 4.6) 61 [52–68] 8 (1.2) 1 (1.0) 41 (22.3) 0 0 748 (5.8) SEA 1469 648 6.6 (3.2, 12.5) 4.5 (2.9, 6.9) 58 [50–64] 3 (0.4) 0 8 (4.3) 2 (0.8) 0 1456 (11.2) STA 448 242 11.0 (9.9, 12.2) 3.4 (2.1, 4.8) 51 [44–58] 79 (11.3) 2 (2.0) 0 17 (6.4) 47 (9.6) 303 (2.3) UCI 429 205 8.8 (7.7, 10.3) 4.4 (2.9, 6.8) 58 [50–68] 16 (2.3) 0 8 (4.3) 0 36 (7.3) 369 (2.8) UKO 743 393 8.7 (7.4, 11.3) 3.4 (1.8, 5.4) 60 [53–68] 1 (0.1) 0 6 (3.3) 4 (1.5) 0 732 (5.6) USC 1901 1233 15.0 (9.7, 19.5) 3.6 (2.0, 7.0) 58 [49–66] 158 (22.7) 0 0 123 (46.1) 291 (59.2) 1329 (10.2) Values are medians (IQR) for continuous variables or N (%) for categorical variables. IQR (interquartile range), OCAC (Ovarian Cancer Association Consortium). a Study acronyms and years of interview: AOV (Alberta Ovarian Tumor Types study, Canada, 1978–2010, PubMed ID: 25349970); AUS (Australian Ovarian Cancer and Australian Cancer Study, 2002–2005, PubMed ID:17721999); BEL (University Hospitals Leuven, Department of Gynaecological Oncology, Tumor biobank, Belgium, 2007–2017); CON (Connecticut Ovary Study, 1999–2003 PubMed ID:16985038); DOV (Diseases of the Ovary and their Evaluation Study, 2002–2009, PubMed ID: 23065074); HAW (Hawaii Ovarian Cancer Case-Control Study, 1993–2008, PubMed ID:18667686); HOP (Hormones and Ovarian Cancer PrEdiction, 2003–2009, PubMed ID: 22252409); LAX (Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, 1989–2009, PubMed ID: 22253144); MAY (Mayo Clinic Ovarian Cancer Case Control Study, 2000–2008, PubMed ID:18381459); MSK (Memorial Sloan Kettering Cancer Center Gynecologic Tissue Bank, 1997–2010); NEC (New England Case-Control Study of Ovarian Cancer, 1992–2008, PubMed ID:15994977); NJO (New Jersey Ovarian Cancer Study, 2002–2008, PubMed ID:21943063); OPL (Ovarian Cancer Prognosis and Lifestyle study, Australia, 2012–2015, PubMed ID: 33749900); SEA (UK Studies of Epidemiology and Risk Factors in Cancer Heredity (SEARCH) Ovarian Cancer Study, 1998–2016, PubMed ID: 16774946); STA (Genetic Epidemiology of Ovarian Cancer, 1998–2016, PubMed ID:15383404); UCI (University of California, Irvine Ovarian Cancer Study, 1995–2005, PubMed ID:10667470); UKO (United Kingdom Ovarian Cancer Population Study, 2006–2010, PubMed ID: 21074968); USC (Los Angeles County Case-Control Studies of Ovarian Cancer, 1993–2010, PubMed ID:11821246). b Overall survival time was calculated from the date of diagnosis to the date of last follow-up or death. c Asian or Native Hawaiian/Pacific Islander, not specified, includes individuals who were unable to be classified into more specific groups. Table 2 Characteristics of invasive epithelial ovarian cancer cases by racial and ethnic group a . Asian ( n = 697) Native Hawaiian/Pacific Islander ( n = 98) Asian or Native Hawaiian/Pacific Islander, not specified ( n = 127) f Non-Hispanic Black ( n = 267) Hispanic ( n = 492) Non-Hispanic White ( n = 12,998) Vital status Alive 369 (52.9) 39 (39.8) 63 (49.6) 95 (35.6) 207 (42.1) 5335 (41.0) Deceased 328 (47.1) 59 (60.2) 64 (50.4) 172 (64.4) 285 (57.9) 7663 (59.0) Age at diagnosis (years) <40 82 (12.2) 15 (15.3) 27 (21.3) 17 (6.4) 47 (9.6) 612 (4.7) 40–49 201 (28.8) 18 (18.4) 35 (27.6) 67 (25.1) 116 (23.6) 2064 (15.9) 50–59 195 (28.0) 37 (37.8) 34 (26.8) 85 (31.8) 163 (33.1) 4056 (31.2) 60–69 131 (18.8) 20 (20.4) 24 (18.9) 68 (25.5) 118 (24.0) 4008 (30.8) ≥70 88 (12.6) 8 (8.2) 7 (5.5) 30 (11.2) 48 (9.8) 2258 (17.4) Age at menarche (years) <12 120 (20.0) 28 (28.9) 20 (18.2) 66 (28.7) 114 (24.8) 2260 (19.5) 12–13 286 (47.6) 47 (48.5) 58 (52.7) 109 (47.4) 234 (50.9) 6145 (52.9) ≥14 195 (32.5) 22 (22.7) 32 (29.1) 55 (23.9) 112 (24.4) 3203 (27.6) Missing 96 1 74 37 32 1390 Education <High school 81 (13.9) 16 (16.5) 8 (7.8) 22 (12.0) 123 (34.8) 1323 (12.7) ≥High school 500 (86.1) 81 (83.5) 94 (92.2) 162 (88.0) 230 (65.2) 9099 (87.3) Missing 116 1 25 83 139 2576 OC use Never 384 (64.2) 58 (59.2) 59 (55.1) 86 (38.9) 231 (50.3) 4617 (39.9) <5 years 148 (24.8) 29 (29.6) 33 (30.8) 92 (41.6) 155 (33.8) 3674 (31.8) ≥5 years 66 (11.0) 11 (11.2) 15 (14.0) 43 (19.5) 73 (15.9) 3273 (28.3) Missing 99 0 20 46 33 1434 Parity 0 live births 227 (34.2) 24 (24.7) 33 (29.0) 43 (18.1) 89 (19.2) 2737 (22.6) 1 108 (16.3) 13 (13.4) 21 (8.4) 42 (17.7) 71 (15.3) 1652 (13.6) 2 162 (24.4) 27 (27.8) 38 (33.3) 46 (19.4) 106 (22.9) 3901 (32.1) ≥3 166 (25.0) 33 (34.0) 22 (19.3) 106 (44.7) 197 (42.6) 3846 (31.7) Missing 34 1 13 30 29 862 Tubal ligation No 530 (87.5) 84 (85.7) 93 (88.6) 186 (79.2) 374 (81.8) 9042 (83.3) Yes 76 (12.5) 14 (14.3) 12 (11.4) 49 (20.9) 83 (18.2) 1812 (16.7) Missing 91 0 22 32 35 2144 Breastfeeding b No 105 (27.7) 23 (31.9) 9 (13.4) 74 (48.7) 103 (36.3) 2726 (37.1) Yes 274 (72.3) 49 (68.1) 58 (86.6) 78 (51.3) 181 (63.7) 4620 (62.9) Missing 66 2 16 50 93 2462 Menopausal status Pre/peri 289 (43.8) 32 (33.0) 56 (49.2) 79 (33.3) 161 (35.0) 3074 (25.4) Post 371 (56.2) 65 (67.0) 58 (50.8) 158 (66.7) 299 (65.0) 9048 (74.6) Missing 37 1 13 30 32 876 Postmenopausal hormone use c Never 192 (57.3) 52 (80.0) 32 (61.5) 92 (65.7) 186 (63.3) 4476 (54.9) Ever 143 (42.7) 13 (20.0) 20 (38.5) 48 (34.3) 108 (36.7) 3678 (45.1) Missing 36 0 64 18 5 894 Endometriosis No 465 (85.8) 90 (93.8) 79 (79.8) 180 (89.1) 378 (92.7) 8620 (89.1) Yes 77 (14.2) 6 (6.3) 20 (20.2) 22 (10.9) 30 (7.4) 1057 (10.9) Missing 155 2 28 65 84 3321 Hysterectomy d No 547 (90.3) 89 (90.8) 92 (92.0) 166 (74.4) 367 (82.5) 8275 (79.5) Yes 59 (9.7) 9 (9.2) 8 (8.0) 57 (25.6) 78 (17.5) 2129 (20.5) Missing 91 0 27 44 47 2594 BMI e <25.0 kg/m 2 335 (65.3) 25 (26.6) 68 (26.6) 61 (29.1) 153 (37.3) 4302 (46.2) 25.0–29.9 126 (24.6) 32 (34.0) 21 (21.4) 76 (36.2) 132 (32.2) 2749 (29.6) ≥30.0 52 (10.1) 37 (39.4) 9 (9.2) 73 (34.8) 125 (30.5) 2252 (24.2) Missing 184 4 29 57 82 3695 Smoking Never 533 (43.2) 59 (60.8) 87 (82.9) 83 (44.6) 218 (61.2) 5876 (54.4) Former 27 (4.2) 14 (14.4) 4 (3.8) 59 (31.7) 97 (27.3) 3606 (33.4) Current 81 (12.6) 24 (24.7) 14 (13.3) 44 (23.7) 41 (11.5) 1329 (12.3) Missing 56 1 22 81 136 2187 Family history of breast cancer No 348 (86.1) 39 (69.6) 92 (87.6) 153 (84.8) 309 (84.2) 8387 (80.6) Yes 56 (13.9) 17 (30.4) 13 (12.4) 37 (19.5) 58 (15.8) 2013 (19.4) Missing 293 42 22 77 125 2598 Family history of ovarian cancer No 364 (95.0) 47 (94.0) 102 (98.1) 168 (92.3) 332 (92.2) 9580 (93.8) Yes 19 (5.0) 3 (6.0) 2 (1.9) 14 (7.7) 28 (7.8) 631 (6.2) Missing 314 48 23 85 132 2787 Stage Localized 209 (30.3) 33 (33.7) 16 (13.3) 44 (17.1) 89 (18.4) 1971 (16.0) Regional 156 (22.6) 20 (20.4) 30 (35.0) 29 (11.2) 78 (16.2) 2102 (17.1) Distant 324 (47.0) 45 (45.9) 74 (61.7) 185 (71.7) 316 (65.4) 8233 (66.9) Unknown stage 84 0 7 9 9 692 Values are N (%), percentages are for non-missing data. BMI (Body Mass Index), OC (Oral Contraceptive). a The following variables were missing for certain study sites: breastfeeding (AOV, MAY); endometriosis (STA); BMI recent (AOV, STA); BMI at age 18 (AOV, MAY, STA); postmenopausal hormone use (AOV, STA); all of the following variables were missing: education, OC use, family history of breast or ovarian cancer, hysterectomy and tubal ligation (AOV). b Breastfeeding refers to parous women only. c Postmenopausal hormone use refers to postmenopausal women only. d Hysterectomy analysis excludes one study outlier (MAY, all values set to missing). e BMI refers to one year before the diagnosis date for all sites, except for CON, DOV, HAW and OPL (five years before the diagnosis date). f Asian or Native Hawaiian/Pacific Islander not specified refers to individuals who were unable to be classified into more specific groups.
There were no cases of LGSC in the Native Hawaiian/Pacific Islander group. Abbreviations: CCC (clear cell carcinoma); END (endometrioid carcinoma); HGSC (high-grade serous tubo-ovarian carcinoma); LGSC (low-grade serous carcinoma); MOC (mucinous ovarian carcinoma). HGSC includes serous histology grades 2–4; serous histology with missing/unknown grade; endometrioid histology grade 3–4 and poorly differentiated epithelial histology grades 2–4. Other epithelial includes mixed cell, unknown or other epithelial.
Description of the 18 OCAC studies included in the analysis of racial and ethnic differences in invasive epithelial ovarian cancer survival.
Values are medians (IQR) for continuous variables or N (%) for categorical variables.
IQR (interquartile range), OCAC (Ovarian Cancer Association Consortium).
a Study acronyms and years of interview: AOV (Alberta Ovarian Tumor Types study, Canada, 1978–2010, PubMed ID: 25349970); AUS (Australian Ovarian Cancer and Australian Cancer Study, 2002–2005, PubMed ID:17721999); BEL (University Hospitals Leuven, Department of Gynaecological Oncology, Tumor biobank, Belgium, 2007–2017); CON (Connecticut Ovary Study, 1999–2003 PubMed ID:16985038); DOV (Diseases of the Ovary and their Evaluation Study, 2002–2009, PubMed ID: 23065074); HAW (Hawaii Ovarian Cancer Case-Control Study, 1993–2008, PubMed ID:18667686); HOP (Hormones and Ovarian Cancer PrEdiction, 2003–2009, PubMed ID: 22252409); LAX (Women’s Cancer Program at the Samuel Oschin Comprehensive Cancer Institute, 1989–2009, PubMed ID: 22253144); MAY (Mayo Clinic Ovarian Cancer Case Control Study, 2000–2008, PubMed ID:18381459); MSK (Memorial Sloan Kettering Cancer Center Gynecologic Tissue Bank, 1997–2010); NEC (New England Case-Control Study of Ovarian Cancer, 1992–2008, PubMed ID:15994977); NJO (New Jersey Ovarian Cancer Study, 2002–2008, PubMed ID:21943063); OPL (Ovarian Cancer Prognosis and Lifestyle study, Australia, 2012–2015, PubMed ID: 33749900); SEA (UK Studies of Epidemiology and Risk Factors in Cancer Heredity (SEARCH) Ovarian Cancer Study, 1998–2016, PubMed ID: 16774946); STA (Genetic Epidemiology of Ovarian Cancer, 1998–2016, PubMed ID:15383404); UCI (University of California, Irvine Ovarian Cancer Study, 1995–2005, PubMed ID:10667470); UKO (United Kingdom Ovarian Cancer Population Study, 2006–2010, PubMed ID: 21074968); USC (Los Angeles County Case-Control Studies of Ovarian Cancer, 1993–2010, PubMed ID:11821246).
b Overall survival time was calculated from the date of diagnosis to the date of last follow-up or death.
c Asian or Native Hawaiian/Pacific Islander, not specified, includes individuals who were unable to be classified into more specific groups.
Characteristics of invasive epithelial ovarian cancer cases by racial and ethnic group a .
Values are N (%), percentages are for non-missing data.
BMI (Body Mass Index), OC (Oral Contraceptive).
a The following variables were missing for certain study sites: breastfeeding (AOV, MAY); endometriosis (STA); BMI recent (AOV, STA); BMI at age 18 (AOV, MAY, STA); postmenopausal hormone use (AOV, STA); all of the following variables were missing: education, OC use, family history of breast or ovarian cancer, hysterectomy and tubal ligation (AOV).
b Breastfeeding refers to parous women only.
c Postmenopausal hormone use refers to postmenopausal women only.
d Hysterectomy analysis excludes one study outlier (MAY, all values set to missing).
e BMI refers to one year before the diagnosis date for all sites, except for CON, DOV, HAW and OPL (five years before the diagnosis date).
f Asian or Native Hawaiian/Pacific Islander not specified refers to individuals who were unable to be classified into more specific groups.
When comparing the distribution of epidemiological risk factors across racial and ethnic groups, ever use of postmenopausal hormones was least frequent in Native Hawaiian/Pacific Islander women (20% compared with 34–45% use in other groups) (Table 2 ). High BMI was most prevalent in the Native Hawaiian/Pacific Islander group, 39% had a BMI ≥ 30 kg/m 2 , compared with 10% of Asian women in this BMI category. More than half of non-Hispanic Black women (55%) reported former or current smoking, and this frequency was lowest in Asian women (17%). A family history of breast cancer was reported in a third of Native Hawaiian/Pacific Islander women, slightly less in the other groups (≤20%), and a family history of ovarian cancer was similar across all racial and ethnic groups (<8%).
Compared with non-Hispanic White women with EOC, Native Hawaiian/Pacific Islander, and non-Hispanic Black women had poorer overall survival (HR = 1.58, 95% CI = 1.16–2.16 and HR = 1.31, 95% CI = 1.12–1.54, respectively) in a multivariable model (Model 1) that accounted for age and year of diagnosis, histotype, study and stage (Table 3 ). There was no statistically significant difference in survival for Hispanic participants (HR = 1.09, 95% CI = 0.96–1.24), however among Asian women compared with non-Hispanic White women, there was a non-significant improvement in survival (HR = 0.89, 95% CI = 0.78, 1.01), which was significant among cases with regional or distant disease (HR = 0.85, 95% CI = 0.74, 0.98). In the fully adjusted model (additional adjustment for BMI, smoking and postmenopausal hormone use, Model 2), HRs for total EOC were slightly attenuated for Native Hawaiian/Pacific Islander (HR = 1.47, 95% CI = 1.06–2.04) and non-Hispanic Black women (HR = 1.23, 95% CI = 0.99–1.51). When we restricted to the subgroup with HGSC and then to those with regional or distant stage, the pattern of poor survival was more pronounced for Native Hawaiian/Pacific Islander women (Model 1, Table 3 ). Since the fully adjusted model (Model 2) contained fewer cases due to missing data for the additional adjustment variables, we ran the multivariable adjusted models (Model 1) in a complete case analysis, and all results were similar (Supplementary Table S3 ). We also removed the classifications that were based on genetic ancestry ( n = 119 Asian participants and n = 5 Native Hawaiian/Pacific Islander participants), thereby having more participants assigned as Asian or Native Hawaiian/Pacific Islander not specified and found no appreciable differences (Supplementary Table S4 ). In analyses of hormone-related factors and family history in relation to survival, we did not observe heterogeneity in the associations between racial and ethnic groups ( p for heterogeneity≥0.31, Table 4 ). A notable finding from this analysis was that Hispanic women with a BMI ≥ 30 kg/m 2 (versus <25) had worse survival (HR = 1.41, 95% CI = 0.99–2.01, p for trend=0.06). In a similar comparison among Non-Hispanic White women the HR = 1.15 (95% CI = 1.08–1.23). Table 3 Associations between racial and ethnic groups and overall survival in invasive epithelial ovarian cancer cases. Epithelial ovarian cancer group Racial and ethnic group Cases c Deaths c Model 1 c Cases d Deaths d Model 2 d N N (%) HR (95% CI) N N (%) HR (95% CI) Total EOC Non-Hispanic White 12,998 7663 (59.0) 1.00 7663 4767 (62.2) 1.00 Hispanic 492 285 (57.9) 1.09 (0.96, 1.24) 299 183 (61.2) 1.10 (0.94, 1.29) Non-Hispanic Black 267 172 (64.4) 1.31 (1.12, 1.54) 154 103 (66.9) 1.23 (0.99, 1.51) Asian 697 328 (47.1) 0.89 (0.78, 1.01) 489 248 (50.7) 0.94 (0.80, 1.11) Native Hawaiian/Pacific Islander 98 59 (60.2) 1.58 (1.16, 2.16) 92 53 (57.6) 1.47 (1.06, 2.04) Asian or Native Hawaiian/Pacific Islander not specified b 127 64 (50.4) 1.14 (0.88, 1.47) 89 47 (52.8) 1.26 (0.93, 1.70) High grade serous a Non-Hispanic White 8310 5829 (70.1) 1.00 5155 3760 (72.9) 1.00 Hispanic 332 217 (65.4) 1.01 (0.88, 1.17) 205 144 (70.2) 1.06 (0.89, 1.27) Non-Hispanic Black 195 139 (71.3) 1.29 (1.08, 1.54) 109 80 (73.4) 1.20 (0.95, 1.52) Asian 327 199 (60.9) 0.89 (0.76, 1.06) 242 157 (64.9) 0.92 (0.75, 1.12) Native Hawaiian/Pacific Islander 47 41 (87.2) 2.00 (1.37, 2.92) 43 37 (86.1) 1.86 (1.24, 2.80) Asian or Native Hawaiian/Pacific Islander not specified b 74 50 (67.6) 1.27 (0.94, 1.71) 50 36 (72.0) 1.32 (0.93, 1.87) Regional or distant disease Non-Hispanic White 10,335 6915 (66.9) 1.00 6480 4467 (68.9) 1.00 Hispanic 394 265 (67.3) 1.10 (0.97, 1.26) 233 171 (73.4) 1.15 (0.97, 1.35) Non-Hispanic Black 214 156 (72.9) 1.36 (1.15, 1.60) 117 91 (77.8) 1.30 (1.05, 1.62) Asian 480 271 (56.5) 0.85 (0.74, 0.98) 338 206 (61.0) 0.91 (0.77, 1.09) Native Hawaiian/Pacific Islander 65 53 (81.5) 1.73 (1.26, 2.39) 59 47 (79.7) 1.64 (1.16, 2.32) Asian or Native Hawaiian/Pacific Islander not specified b 104 59 (56.7) 1.14 (0.87, 1.50) 75 44 (58.7) 1.21 (0.88, 1.66) CI (confidence interval), EOC (epithelial ovarian cancer), HR (hazards ratio). a High-grade serous ovarian carcinoma includes: serous histology grades 2–4; serous histology with missing/unknown grade; endometrioid histology grade 3–4 and poorly differentiated epithelial histology grades 2–4. b Asian or Native Hawaiian/Pacific Islander not specified refers to individuals who were unable to be classified into more specific groups. c Model 1 (multivariable) was adjusted for age (continuous), year of diagnosis (continuous), histotype [high-grade serous (reference), low-grade serous, endometrioid, mucinous, clear cell, other epithelial]; the following variables were modelled as strata terms: study site, age at diagnosis (10-year groups) and stage (localized, regional, distant, unstaged/missing). d Model 2 (fully adjusted) was additionally adjusted for BMI [<25 (reference), 25–29.9, 30+ kg/m 2 ], smoking status [never (reference), former, current smoker] and postmenopausal hormone use [never (reference), ever, pre/perimenopausal]. Bold denotes statistical signifi cance p <0.05. Table 4 Multivariable HR a and 95% confidence intervals (CI) for the association between hormone-related factors and family history with overall survival among invasive epithelial ovarian cancer patients across racial and ethnic groups. Asian n = 697 Native Hawaiian/Pacific Islander n = 98 Asian or Native Hawaiian/Pacific Islander, not specified h
n = 127 Non-Hispanic Black n = 267 Hispanic n = 492 Non-Hispanic White n = 12,998 Exposure HR (95% CI) HR (95% CI) HR (95% CI) HR (95% CI) HR (95% CI) HR (95% CI) p for heterogeneity i Age at menarche (years) <12 1.00 1.00 1.00 1.00 1.00 1.00 0.74 12–13 1.20 (0.82, 1.75) 0.81 (0.34, 1.95) 0.78 (0.26, 2.32) 1.13 (0.71, 1.80) 0.85 (0.62, 1.18) 1.02 (0.96, 1.09) ≥14 1.25 (0.83, 1.86) 0.94 (0.33, 2.66) 1.10 (0.37, 3.34) 1.10 (0.64, 1.88) 0.66 (0.45, 0.97) 1.01 (0.94, 1.09) p for trend b 0.29 0.87 0.91 0.67 0.04 0.75 0.35 Oral contraceptive use Never 1.00 1.00 1.00 1.00 1.00 1.00 0.99 <5 years 0.93 (0.66, 1.30) 1.00 (0.42, 2.42) 1.24 (0.46, 3.32) 0.86 (0.52, 1.40) 1.01 (0.74, 1.37) 0.94 (0.88, 0.99) ≥5 years 0.96 (0.62, 1.50) 0.65 (0.22, 1.87) 1.07 (0.33, 3.45) 0.88 (0.50, 1.55) 0.87 (0.56, 1.34) 0.96 (0.90, 1.02) p for trend b 0.74 0.48 0.83 0.60 0.63 0.17 0.99 Parity 0 live births 1.00 1.00 1.00 1.00 1.00 1.00 0.31 1 0.75 (0.50, 1.14) 0.42 (0.12, 1.49) 0.66 (0.17, 2.55) 0.74 (0.37, 1.47) 0.80 (0.48, 1.34) 1.02 (0.94, 1.12) 2 0.74 (0.51, 1.08) 0.75 (0.24, 2.32) 0.54 (0.17, 1.74) 1.05 (0.53, 2.08) 1.07 (0.68, 1.68) 0.97 (0.91, 1.04) ≥3 0.91 (0.63, 1.32) 1.77 (0.63, 4.97) 0.35 (0.07, 1.72) 1.00 (0.54, 1.86) 0.84 (0.56, 1.28) 0.98 (0.92, 1.05) p for trend b 0.61 0.09 0.18 0.62 0.54 0.40 0.37 Tubal ligation No 1.00 1.00 1.00 1.00 1.00 1.00 0.97 Yes 1.01 (0.69, 1.48) 0.90 (0.40, 2.01) 1.59 (0.43, 5.89) 1.06 (0.63, 1.79) 0.93 (0.66, 1.31) 0.95 (0.89, 1.02) Breastfeeding c No 1.00 1.00 1.00 1.00 1.00 1.00 0.36 Yes 1.33 (0.91, 1.92) 1.37 (0.63, 2.96) 1.03 (0.20, 5.43) 1.54 (0.89, 2.68) 1.04 (0.73, 1.48) 0.98 (0.92, 1.05) Postmenopausal hormone use d Never 1.00 1.00 1.00 1.00 1.00 1.00 0.55 Ever 0.75 (0.54, 1.05) 1.11 (0.45, 2.74) 0.17 (0.02, 1.42) 0.78 (0.42, 1.45) 0.80 (0.57, 1.14) 0.89 (0.84, 0.94) Endometriosis No 1.00 1.00 1.00 1.00 1.00 1.00 0.48 Yes 1.23 (0.81, 1.88) 0.78 (0.16, 3.71) 0.51 (0.14, 1.83) 0.50 (0.17, 1.46) 1.23 (0.65, 2.32) 0.94 (0.85, 1.04) Hysterectomy e No 1.00 1.00 1.00 1.00 1.00 1.00 0.36 Yes 1.20 (0.81, 1.79) 1.11 (0.42, 2.96) 4.69 (0.40, 55.1) 0.97 (0.59, 1.58) 0.72 (0.50, 1.03) 0.96 (0.90, 1.03) BMI, recent f <25.0 kg/m 2 1.00 1.00 1.00 1.00 1.00 1.00 0.64 25.0–29.9 0.87 (0.62, 1.22) 0.37 (0.15, 0.91) 1.28 (0.42, 3.90) 1.14 (0.69, 1.90) 1.05 (0.74, 1.48) 0.99 (0.94, 1.06) ≥30.0 1.12 (0.68, 1.84) 0.58 (0.26, 1.30) 1.84 (0.56, 6.06) 1.27 (0.72, 2.24) 1.41 (0.99, 2.01) 1.15 (1.08, 1.23) p for trend b 0.92 0.29 0.32 0.40 0.06 <0.001 0.48 Smoking Never 1.00 1.00 1.00 1.00 1.00 1.00 0.53 Former 1.04 (0.71, 1.53) 0.51 (0.24, 1.07) 2.06 (0.61, 7.00) 1.15 (0.64, 2.07) 1.17 (0.81, 1.71) 1.03 (0.98, 1.09) Current 0.60 (0.26, 1.34) 0.85 (0.31, 2.31) 1.72 (0.17, 17.3) 1.16 (0.62, 2.16) 0.87 (0.51, 1.49) 1.13 (1.04, 1.22) Family history of breast cancer No 1.00 1.00 1.00 1.00 1.00 1.00 0.99 Yes 0.92 (0.59, 1.45) 1.30 (0.36, 4.66) 1.13 (0.28, 4.52) 0.96 (0.52, 1.78) 0.83 (0.53, 1.29) 0.93 (0.87, 0.99) Family history of ovarian cancer g No 1.00 – – 1.00 1.00 1.00 0.50 Yes 0.87 (0.36, 2.13) – – 1.48 (0.61, 3.62) 1.01 (0.59, 1.72) 0.93 (0.83, 1.03) BMI (Body Mass Index), CI (confidence interval), HR (Hazard ratio). a Models were adjusted for age (continuous), year of diagnosis (continuous), histotype [high-grade serous (reference), low-grade serous, endometrioid, mucinous, clear cell, other epithelial]; the following variables were modelled as strata terms: study site, age at diagnosis (10-year groups) and stage. b p for trend was calculated using the median for that category: age at menarche (years, 10, 12.5, 14); oral contraceptive use (years, 0, 2.5, 5); parity (0 live births, 1, 2, 3); BMI, recent (25 kg/m 2 , 27.5, 30). c Breastfeeding among parous women only. d Postmenopausal hormone use refers to ever use of estrogen only, estrogen plus progesterone and unknown formulation types among postmenopausal women only. e Hysterectomy analysis excludes one study outlier (MAY). f Recent BMI refers to 1 year before the reference date for all sites, except for CON, DOV HAW and OPL (5 years before reference date). g Family history of ovarian cancer estimates could not be calculated for Native Hawaiian/Pacific Islander participants due to small numbers. h Asian or Native Hawaiian/Pacific Islander not specified includes individuals who were unable to be classified into more specific groups. i p -value for heterogeneity was calculated using the global Wald test on the interaction terms (race and ethnicity and categorical exposure variable(s), or race and ethnicity and trend exposure variable). Bold denotes statistical signifi cance p <0.05.
Associations between racial and ethnic groups and overall survival in invasive epithelial ovarian cancer cases.
CI (confidence interval), EOC (epithelial ovarian cancer), HR (hazards ratio).
a High-grade serous ovarian carcinoma includes: serous histology grades 2–4; serous histology with missing/unknown grade; endometrioid histology grade 3–4 and poorly differentiated epithelial histology grades 2–4.
b Asian or Native Hawaiian/Pacific Islander not specified refers to individuals who were unable to be classified into more specific groups.
c Model 1 (multivariable) was adjusted for age (continuous), year of diagnosis (continuous), histotype [high-grade serous (reference), low-grade serous, endometrioid, mucinous, clear cell, other epithelial]; the following variables were modelled as strata terms: study site, age at diagnosis (10-year groups) and stage (localized, regional, distant, unstaged/missing).
d Model 2 (fully adjusted) was additionally adjusted for BMI [<25 (reference), 25–29.9, 30+ kg/m 2 ], smoking status [never (reference), former, current smoker] and postmenopausal hormone use [never (reference), ever, pre/perimenopausal].
Bold denotes statistical signifi cance p <0.05.
Multivariable HR a and 95% confidence intervals (CI) for the association between hormone-related factors and family history with overall survival among invasive epithelial ovarian cancer patients across racial and ethnic groups.
BMI (Body Mass Index), CI (confidence interval), HR (Hazard ratio).
a Models were adjusted for age (continuous), year of diagnosis (continuous), histotype [high-grade serous (reference), low-grade serous, endometrioid, mucinous, clear cell, other epithelial]; the following variables were modelled as strata terms: study site, age at diagnosis (10-year groups) and stage.
b p for trend was calculated using the median for that category: age at menarche (years, 10, 12.5, 14); oral contraceptive use (years, 0, 2.5, 5); parity (0 live births, 1, 2, 3); BMI, recent (25 kg/m 2 , 27.5, 30).
c Breastfeeding among parous women only.
d Postmenopausal hormone use refers to ever use of estrogen only, estrogen plus progesterone and unknown formulation types among postmenopausal women only.
e Hysterectomy analysis excludes one study outlier (MAY).
f Recent BMI refers to 1 year before the reference date for all sites, except for CON, DOV HAW and OPL (5 years before reference date).
g Family history of ovarian cancer estimates could not be calculated for Native Hawaiian/Pacific Islander participants due to small numbers.
h Asian or Native Hawaiian/Pacific Islander not specified includes individuals who were unable to be classified into more specific groups.
i p -value for heterogeneity was calculated using the global Wald test on the interaction terms (race and ethnicity and categorical exposure variable(s), or race and ethnicity and trend exposure variable).
Bold denotes statistical signifi cance p <0.05.