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Black DM, Day CN, Piltin MA, Klassen CL, Pruthi S, Hieken TJ. Racial/ethnic differences in tumor biology and treatment outcomes in women with ductal carcinoma in situ. Surgery 2025; 179:108940. [PMID: 39603875 DOI: 10.1016/j.surg.2024.08.059] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2024] [Revised: 07/28/2024] [Accepted: 08/07/2024] [Indexed: 11/29/2024]
Abstract
BACKGROUND Racial differences in invasive breast cancer exist, but less is known about ductal carcinoma in situ. Our aim was to assess racial/ethnic differences in ductal carcinoma in situ tumor biology and treatment. METHODS Adults with ductal carcinoma in situ were identified from the National Cancer Database, 2012-2021. Pairwise comparisons were evaluated among racial/ethnic groups with χ2 or Wilcoxon tests. Multivariable logistic regression models evaluated outcome predictors for treatment and time to treatment. RESULTS Non-Hispanic Black patients had larger mean tumor size (2.2 cm, P ≤ .001). Non-Hispanic Black and Hispanic patients more frequently presented with multicentric disease (14.7% and 14.3%, P < .001). Non-Hispanic White patients had more grade III (45.1%, P < .01) and estrogen receptor-negative disease (14.2%, P < .04). On multivariable analysis, non-White race/ethnicity patients were less likely to undergo primary-site surgery (non-Hispanic Black odds ratio, 1.80; Hispanic odds ratio, 1.23; Asian/Pacific Islander odds ratio; 1.45, vs non-Hispanic White each P ≤ .002), as were uninsured and Medicaid-insured (uninsured odds ratio, 2.76; Medicaid odds ratio, 1.39; vs private insurance, both P < .002). Asian patients were more likely to undergo mastectomy (odds ratio, 1.08; 95% confidence interval, 1.02-1.15, P = .007), along with younger age (odds ratio, 0.64, P < .001), and multicentricity (hazard ratio, 2.23, P < .001). For breast conservation, radiation was less frequent among Hispanic patients (68.8%, P < .001). For estrogen receptor-positive ductal carcinoma in situ, non-Hispanic Black patients had the greatest receipt of endocrine therapy (61.9%%, P < .001) and Asian patients the lowest (56.9%, P < .001). On multivariable analysis, non-White race/ethnicity, uninsured, and Medicaid were associated with longer times from diagnosis to first surgery and from definitive surgery to radiation start. CONCLUSIONS Racial/ethnic differences exist in ductal carcinoma in situ tumor biology and treatment, both of which may contribute to poorer outcomes in disparate groups.
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Affiliation(s)
| | - Courtney N Day
- Department of Health Science Research and Clinical Studies, Mayo Clinic, Rochester, MN
| | | | | | - Sandhya Pruthi
- Department of Internal Medicine, Mayo Clinic, Rochester, MN
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Hulahan TS, Angel PM. From ductal carcinoma in situ to invasive breast cancer: the prognostic value of the extracellular microenvironment. J Exp Clin Cancer Res 2024; 43:329. [PMID: 39716322 DOI: 10.1186/s13046-024-03236-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Accepted: 11/19/2024] [Indexed: 12/25/2024] Open
Abstract
Ductal carcinoma in situ (DCIS) is a noninvasive breast disease that variably progresses to invasive breast cancer (IBC). Given the unpredictability of this progression, most DCIS patients are aggressively managed similar to IBC patients. Undoubtedly, this treatment paradigm places many DCIS patients at risk of overtreatment and its significant consequences. Historically, prognostic modeling has included the assessment of clinicopathological features and genomic markers. Although these provide valuable insights into tumor biology, they remain insufficient to predict which DCIS patients will progress to IBC. Contemporary work has begun to focus on the microenvironment surrounding the ductal cells for molecular patterns that might predict progression. In this review, extracellular microenvironment alterations occurring with the malignant transformation from DCIS to IBC are detailed. Not only do changes in collagen abundance, organization, and localization mediate the transition to IBC, but also the discrete post-translational regulation of collagen fibers is understood to promote invasion. Other extracellular matrix proteins, such as matrix metalloproteases, decorin, and tenascin C, have been characterized for their role in invasive transformation and further demonstrate the prognostic value of the extracellular matrix. Importantly, these extracellular matrix proteins influence immune cells and fibroblasts toward pro-tumorigenic phenotypes. Thus, the progressive changes in the extracellular microenvironment play a key role in invasion and provide promise for prognostic development.
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Affiliation(s)
- Taylor S Hulahan
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA
| | - Peggi M Angel
- Department of Pharmacology and Immunology, Medical University of South Carolina, Charleston, SC, USA.
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Nabi O, Liu Y, Struthers J, Lian M. The Role of Residential Segregation in Treatment and Outcomes of Ductal Carcinoma In Situ of the Breast. Cancer Epidemiol Biomarkers Prev 2024; 33:1633-1639. [PMID: 39292206 PMCID: PMC11611668 DOI: 10.1158/1055-9965.epi-24-0488] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2024] [Revised: 06/20/2024] [Accepted: 09/16/2024] [Indexed: 09/19/2024] Open
Abstract
BACKGROUND It remains unclear whether residential segregation impacts on clinical treatment and outcomes for ductal carcinoma in situ (DCIS), a nonobligate precursor to invasive breast cancer (IBC). METHODS This population-based retrospective cohort study included adult non-Hispanic White and Black women diagnosed with unilateral DCIS between January 1990 and December 2015, followed through December 2016, and identified from the Surveillance, Epidemiology, and End Results dataset. County-level racialized economic segregation was measured using the Index of Concentration at the Extremes. Multilevel logistic regression and Cox proportional hazards regression accounting for county-level clustering were used to estimate the ORs of local treatment and HRs of subsequent IBC and mortality. RESULTS Of 103,898 cases, mean age was 59.5 years, 12.5% were non-Hispanic Black, 87.5% were non-Hispanic White, 97.5% underwent surgery, 64.5% received radiotherapy following breast-conserving surgery (BCS), 7.1% developed IBC, and 18.6% died from all causes. Among women living in the least versus most privileged counties, we observed higher odds of receiving mastectomy [vs. BCS; OR = 1.51; 95% confidence interval (CI), 1.35-1.69; Ptrend < 0.001] and radiotherapy following BCS(OR = 1.27; 95% CI, 1.07-1.51; Ptrend < 0.01); the risk was higher in subsequent ipsilateral IBC (HR = 1.16; 95% CI, 1.02-1.32; Ptrend = 0.04), not in breast cancer-specific mortality (HR = 1.04; 95% CI, 0.88-1.23; Ptrend = 0.56). CONCLUSIONS The results provide evidence for disparities in clinical treatment for DCIS and prognostic outcomes among women in racially and economically segregated counties. IMPACT Our findings may inform geographically targeted multilevel interventions to reduce breast cancer burden and improve breast cancer care and equity.
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Affiliation(s)
- Oumarou Nabi
- Division of General Medicine & Geriatrics, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Ying Liu
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, Missouri
- Alvin J. Siteman Cancer Center, Barnes-Jewish Hospital, Washington University School of Medicine, St. Louis, Missouri
| | - James Struthers
- Division of General Medicine & Geriatrics, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
| | - Min Lian
- Division of General Medicine & Geriatrics, Department of Medicine, Washington University School of Medicine, St. Louis, Missouri
- Alvin J. Siteman Cancer Center, Barnes-Jewish Hospital, Washington University School of Medicine, St. Louis, Missouri
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Strand SH, Houlahan KE, Branch V, Lynch T, Rivero-Guitiérrez B, Harmon B, Couch F, Gallagher K, Kilgore M, Wei S, DeMichele A, King T, McAuliffe P, Curtis C, Owzar K, Marks JR, Colditz GA, Hwang ES, West RB. Analysis of ductal carcinoma in situ by self-reported race reveals molecular differences related to outcome. Breast Cancer Res 2024; 26:127. [PMID: 39223670 PMCID: PMC11367816 DOI: 10.1186/s13058-024-01885-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2024] [Accepted: 08/21/2024] [Indexed: 09/04/2024] Open
Abstract
BACKGROUND Ductal carcinoma in situ (DCIS) is a non-obligate precursor to invasive breast cancer (IBC). Studies have indicated differences in DCIS outcome based on race or ethnicity, but molecular differences have not been investigated. METHODS We examined the molecular profile of DCIS by self-reported race (SRR) and outcome groups in Black (n = 99) and White (n = 191) women in a large DCIS case-control cohort study with longitudinal follow up. RESULTS Gene expression and pathway analyses suggested that different genes and pathways are involved in diagnosis and ipsilateral breast outcome (DCIS or IBC) after DCIS treatment in White versus Black women. We identified differences in ER and HER2 expression, tumor microenvironment composition, and copy number variations by SRR and outcome groups. CONCLUSIONS Our results suggest that different molecular mechanisms drive initiation and subsequent ipsilateral breast events in Black versus White women.
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MESH Headings
- Adult
- Aged
- Female
- Humans
- Middle Aged
- Biomarkers, Tumor/genetics
- Black or African American/genetics
- Breast Neoplasms/genetics
- Breast Neoplasms/pathology
- Breast Neoplasms/ethnology
- Carcinoma, Intraductal, Noninfiltrating/genetics
- Carcinoma, Intraductal, Noninfiltrating/pathology
- Carcinoma, Intraductal, Noninfiltrating/ethnology
- Case-Control Studies
- DNA Copy Number Variations
- Gene Expression Profiling
- Gene Expression Regulation, Neoplastic
- Prognosis
- Receptor, ErbB-2/metabolism
- Receptor, ErbB-2/genetics
- Receptors, Estrogen/metabolism
- Self Report
- Tumor Microenvironment/genetics
- White/genetics
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Affiliation(s)
- Siri H Strand
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Kathleen E Houlahan
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Medicine, Genetics, Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Vernal Branch
- National Breast Cancer Coalition, 2001 L Street NW, Suite 500 PMB#50111, Washington, DC, 20036, USA
| | - Thomas Lynch
- Department of Surgery, Duke University School of Medicine, Durham, NC, 27708, USA
| | | | - Bryan Harmon
- Department of Pathology, Montefiore Medical Center, New York City, NY, USA
| | - Fergus Couch
- Department of Pathology, Mayo Clinic, Rochester, MN, USA
| | - Kristalyn Gallagher
- Department of Surgery, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Mark Kilgore
- Department of Pathology, University of Washington, Seattle, WA, USA
| | - Shi Wei
- Department of Pathology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Angela DeMichele
- Department of Medicine, University of Pennsylvania, Philadelphia, PA, USA
| | - Tari King
- Department of Surgery, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Christina Curtis
- Stanford Cancer Institute, Stanford University School of Medicine, Stanford, CA, 94305, USA
- Department of Medicine, Genetics, Biomedical Data Science, Stanford University School of Medicine, Stanford, CA, 94305, USA
| | - Kouros Owzar
- Duke Cancer Institute, Duke University School of Medicine, Durham, NC, 27708, USA
- Department of Biostatistics & Bioinformatics, Duke University School of Medicine, Durham, NC, 27708, USA
| | - Jeffrey R Marks
- Department of Surgery, Duke University School of Medicine, Durham, NC, 27708, USA
| | - Graham A Colditz
- Department of Surgery, Washington University School of Medicine, St. Louis, MO, 63110, USA
| | - E Shelley Hwang
- Department of Surgery, Duke University School of Medicine, Durham, NC, 27708, USA
| | - Robert B West
- Department of Pathology, Stanford University School of Medicine, Stanford, CA, 94305, USA.
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Andre M, Caobi A, Miles JS, Vashist A, Ruiz MA, Raymond AD. Diagnostic potential of exosomal extracellular vesicles in oncology. BMC Cancer 2024; 24:322. [PMID: 38454346 PMCID: PMC10921614 DOI: 10.1186/s12885-024-11819-4] [Citation(s) in RCA: 27] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Accepted: 01/02/2024] [Indexed: 03/09/2024] Open
Abstract
Liquid biopsy can detect circulating cancer cells or tumor cell-derived DNA at various stages of cancer. The fluid from these biopsies contains extracellular vesicles (EVs), such as apoptotic bodies, microvesicles, exomeres, and exosomes. Exosomes contain proteins and nucleic acids (DNA/RNA) that can modify the microenvironment and promote cancer progression, playing significant roles in cancer pathology. Clinically, the proteins and nucleic acids within the exosomes from liquid biopsies can be biomarkers for the detection and prognosis of cancer. We review EVs protein and miRNA biomarkers identified for select cancers, specifically melanoma, glioma, breast, pancreatic, hepatic, cervical, prostate colon, and some hematological malignancies. Overall, this review demonstrates that EV biomolecules have great potential to expand the diagnostic and prognostic biomarkers used in Oncology; ultimately, EVs could lead to earlier detection and novel therapeutic targets. Clinical implicationsEVs represent a new paradigm in cancer diagnostics and therapeutics. The potential use of exosomal contents as biomarkers for diagnostic and prognostic indicators may facilitate cancer management. Non-invasive liquid biopsy is helpful, especially when the tumor is difficult to reach, such as in pancreatic adenocarcinoma. Moreover, another advantage of using minimally invasive liquid biopsy is that monitoring becomes more manageable. Identifying tumor-derived exosomal proteins and microRNAs would allow a more personalized approach to detecting cancer and improving treatment.
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Affiliation(s)
- Mickensone Andre
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Allen Caobi
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Jana S Miles
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Arti Vashist
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
| | - Marco A Ruiz
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA
- Medical Oncology, Baptist Health Miami Cancer Institute, Miami, 33176, FL, USA
| | - Andrea D Raymond
- Herbert Wertheim College of Medicine at, Department of Immunology and Nanomedicine, Florida International University, Miami, 33199, FL, USA.
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Pleasant V. A Public Health Emergency: Breast Cancer Among Black Communities in the United States. Obstet Gynecol Clin North Am 2024; 51:69-103. [PMID: 38267132 DOI: 10.1016/j.ogc.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2024]
Abstract
While Black people have a similar incidence of breast cancer compared to White people, they have a 40% increased death rate. Black people are more likely to be diagnosed with aggressive subtypes such as triple-negative breast cancer. However, despite biological factors, systemic racism and social determinants of health create delays in care and barriers to treatment. While genetic testing holds incredible promise for Black people, uptake remains low and results may be challenging to interpret. There is a need for more robust, multidisciplinary, and antiracist interventions to reverse breast cancer-related racial disparities.
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Affiliation(s)
- Versha Pleasant
- Department of Obstetrics and Gynecology, Cancer Genetics & Breast Health Clinic, University of Michigan, 1500 East Medical Center Drive, Ann Arbor, MI 48109, USA.
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Portugal C, Farias AJ, Estrada EL, Kawatkar AA. Age and race/ethnicity differences in decisional conflict in women diagnosed with ductal carcinoma in situ. BMC Womens Health 2024; 24:89. [PMID: 38311740 PMCID: PMC10840155 DOI: 10.1186/s12905-024-02935-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/27/2023] [Accepted: 01/27/2024] [Indexed: 02/06/2024] Open
Abstract
PURPOSE Women diagnosed with ductal carcinoma in situ (DCIS) face confusion and uncertainty about treatment options. The objective of this study was to determine whether there are differences in decisional conflict about treatment by age and race/ethnicity. METHODS A cross-sectional survey was conducted of women (age ≥ 18) diagnosed with DCIS enrolled at Kaiser Permanente of Southern California. The Decisional Conflict Scale (DCS) measured personal perceptions of decision uncertainty, values clarity, and effective decision-making. We used a multivariable regression to study whether age, race, and ethnicity were associated with patient-reported DCS. RESULTS 45% (N = 1395) of women who received the online survey, participated. The mean age was 56 (± 9.6) years, the majority were white. Compared to women younger than 50, women aged 60-69 reported lower overall DCS scores (-5.4; 95% CI -1.5 to -9.3). Women > 70 had lower values clarity scores (-9.0; 95% CI -2.8 to -15.2) about their treatment compared to women aged 50-59 and 60-69 (-7.1; 95% CI -2.9 to -11.3 and - 7.2; 95% CI -2.9 to -11.5) and likewise, lower effective decision-making scores (-5.4; 95% CI -1.7 to -9.2 and - 5.2; 95% CI -1.4 to -9.0) compared to women < 50. Compared to whites, blacks reported lower decision conflict (-4.4; 95% CI 0.04 to -8.8) and lower informed decision (-5.2; 95% CI -0.18 to -10.3) about DCIS treatment. CONCLUSION Younger women reported higher decisional conflict about DCIS treatment, compared to older women (> 70). Age based tailored discussions about treatment options, health education, and supportive decision-making interventions/tools may reduce decision conflict in future DCIS patients. TRADE REGISTRATION The IRB number is 10678.
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Affiliation(s)
- Cecilia Portugal
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 So. Los Robles, Second Floor, Pasadena, CA, 91101, USA.
| | - Albert J Farias
- Department of Preventative Medicine, Keck School of Medicine of USC, 2001 N. Soto Street Health Sciences Campus, Los Angeles, CA, 90032, USA
| | - Erika L Estrada
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 So. Los Robles, Second Floor, Pasadena, CA, 91101, USA
| | - Aniket A Kawatkar
- Department of Research and Evaluation, Kaiser Permanente Southern California, 100 So. Los Robles, Second Floor, Pasadena, CA, 91101, USA
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8
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Jimah BB, Amoako E, Ofori EO, Akakpo PK, Aniakwo LA, Ulzen‐Appiah K, Imbeah EG, Morna MT, Koggoh P, Akligoh H, Tackie R, Manu A, Paemka L, Sarkodie BD, Offei AK, Hutchful D, Ngoi J, Bediako Y, Rahman GA. Radiologic patterns of distant organ metastasis in advanced breast cancer patients: Prospective review of computed tomography images. Cancer Rep (Hoboken) 2024; 7:e1988. [PMID: 38351553 PMCID: PMC10864737 DOI: 10.1002/cnr2.1988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2023] [Revised: 01/11/2024] [Accepted: 01/15/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND Breast cancer (BC) metastases to the abdomen and pelvis affect the liver, mesentery, retroperitoneum, peritoneum, bladder, kidney, ovary, and uterus. The study documented the radiological pattern and features of the chest, bone, abdominal and pelvic (AP) metastases among advanced BC patients. AIM The aim is to document the radiological pattern and features of breast cancer metastasis in the chest, abdomen, pelvis and bones. MATERIALS AND RESULTS Chest, abdominal, and pelvic computed tomography scan images of 36 patients with advanced BC were collated from Cape Coast Teaching Hospital and RAAJ Diagnostics. The images were prospectively assessed for metastasis to the organs of the chest, AP soft tissues, and bones. Radiologic features of metastasis of the lungs, liver, lymph nodes (LNs), and bones were documented. Patients' demographics, clinical data, and histopathology reports were also collected. The data were captured using UVOSYO and exported to Microsoft Excel templates. The data obtained were descriptively analyzed. Only 2.8% of BCs exhibited metaplastic BC, whereas 97.2% had invasive ductal BC. Triple-negative cases were 55.6%. Of 36 patients, 31 (86.1%), 21 (58.3%), and 14(38.8%) were diagnosed of chest, AP, and bone tissues metastasis, respectively. LN involvement was reported in 26 (72.2%) patients. Majority, 21 (58.3%) were diagnosed of multiple sites metastasis with 15 (41.7%) showing single site. Lungs (77.4%, 24/31) and liver (47.6%, 10/21) were the most affected distant organs. Most bone metastases were lytic lesions (92.9%, 13/14) with the vertebrae (85.7%, 12/14) been the most affected. CONCLUSION According to the study, advanced BC patients have a higher-than-average radiologic incidence of lung, liver, bone, and LN metastases.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Patience Koggoh
- Department of SurgeryCape Coast Teaching HospitalCape CoastGhana
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9
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Jatoi I, Shaaban AM, Jou E, Benson JR. The Biology and Management of Ductal Carcinoma in Situ of the Breast. Curr Probl Surg 2023; 60:101361. [PMID: 37596033 DOI: 10.1016/j.cpsurg.2023.101361] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 06/27/2023] [Indexed: 08/20/2023]
Affiliation(s)
- Ismail Jatoi
- Division of Surgical Oncology and Endocrine Surgery, University of Texas Health Science Center, San Antonio, TX.
| | - Abeer M Shaaban
- Department of Cellular Pathology, Queen Elizabeth Hospital Birmingham and Institute of Cancer and Genomic Sciences, University of Birmingham, Birmingham, UK
| | - Eric Jou
- Oxford University Hospitals NHS Trust, University of Oxford, Oxford, UK
| | - John R Benson
- Addenbrooke's Hospital, University of Cambridge, Cambridge; School of Medicine, Anglia Ruskin University, Cambridge and Chelmsford, UK
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10
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Owusu-Brackett N, Chen JC, Li Y, Fisher JL, Bhattacharyya O, Obeng-Gyasi S. Examining racial differences in treatment and survival among patients with Paget's disease of the breast. Surgery 2023; 173:619-625. [PMID: 36273972 DOI: 10.1016/j.surg.2022.07.047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2022] [Revised: 07/25/2022] [Accepted: 07/30/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND The objective of this study was to evaluate racial differences in treatment (ie, surgery, chemotherapy, and radiation) and survival among patients with Paget's disease of the breast in the Surveillance, Epidemiology and End Result program. METHODS Women >18 years old diagnosed with localized or regional Paget's disease between January 1, 2010 to December 31, 2016 in the Surveillance, Epidemiology and End Result program were included. The cohort was divided into Black and White patients. Univariable analysis compared the groups. Using propensity score matching, Black and White patients were nearest matched (1:2) on age at diagnosis; Surveillance, Epidemiology and End Result summary stage; surgery; chemotherapy; and year of diagnosis. The log-rank test evaluated the matched sample's overall survival and disease-specific survival. RESULTS Of the 1,181 patients, the racial distribution was 1,049 (88.8%) White and 132 (11.2%) Black. A higher percentage of Black women were Medicaid insured (Black 25.8% vs White 11.1%), lived in neighborhoods with low socioeconomic status (Black 53.0% vs White 25.4%), and had regional disease than White women (Black 41.7% vs White 29%). There were no racial differences in receipt of radiation therapy (P = .90), breast surgery (P = .23), or axillary surgery (P = .25). Black patients were more likely to receive chemotherapy (Black 34.8% vs White 26.3% P = .038). In the propensity matched cohort, Black patients had a worse overall survival (P < .005) and disease-specific survival (P = .05) than White patients. CONCLUSION In this cohort of patients with Paget's disease, despite differences in sociodemographic factors, there were no disparities in locoregional treatment. However, on matched analysis, Black patients had a worse overall survival and disease-specific survival than their White counterparts.
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Affiliation(s)
- Nicci Owusu-Brackett
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital, Columbus, OH
| | - J C Chen
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital, Columbus, OH. https://twitter.com/JCChenMD
| | - Yaming Li
- Department of Biomedical Informatics, University of Pittsburg, PA
| | - James L Fisher
- James Cancer Hospital and Solove Research Institute, Columbus, OH
| | | | - Samilia Obeng-Gyasi
- Division of Surgical Oncology, Department of Surgery, The Ohio State University Wexner Medical Center and James Cancer Hospital, Columbus, OH.
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O'Keefe TJ, Chau H, Harismendy O, Wallace AM. Risk factors for breast cancer mortality after ductal carcinoma in situ diagnosis differ from those for invasive recurrence. Surgery 2023; 173:305-311. [PMID: 36435650 DOI: 10.1016/j.surg.2022.10.009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2022] [Revised: 09/12/2022] [Accepted: 10/06/2022] [Indexed: 11/24/2022]
Abstract
BACKGROUND Breast cancer mortality after ductal carcinoma in situ is rare, making it difficult to predict which patients are at risk and to identify whether risk factors for this outcome are the same as those for invasive recurrence. We aimed to identify whether risk factors for invasive recurrences are similar to those for breast cancer death after a diagnosis of pure ductal carcinoma in situ. METHODS The Surveillance, Epidemiology, and End Results Program was queried for female patients diagnosed with pure ductal carcinoma in situ. Cumulative incidence was estimated by treatment group using competing risks. Competing risks regression was then performed for the development of in-breast invasive recurrence with competing risks of breast and non-breast cancer death. Competing risks regression was then again performed for development of breast cancer mortality with the competing risk of non-breast cancer death. RESULTS A total of 29,515 patients were identified. Of them, 164 patients suffered breast cancer mortality without an intervening invasive recurrence, and 44 suffered breast cancer mortality after an invasive in-breast recurrence. On competing risks analysis for invasive in-breast recurrence, significant factors included lesion size >5 cm (hazard ratio = 1.59, 95% confidence interval 1.24-2.04, P < .001), diffuse disease (hazard ratio = 0.0005, 95% confidence interval 0.0003-0.0007, P < .001), other race (hazard ratio = 1.29, 95% confidence interval 1.10-1.52, P = .002), Black race (hazard ratio = 1.21, 95% confidence interval 1.01-1.46, P = .04), age at diagnosis (hazard ratio = 0.99, confidence interval 0.98-1.00, P = .02), low-grade disease (hazard ratio = 0.79, 95% confidence interval 0.64-0.96, P = .02), lumpectomy with radiation (hazard ratio = 0.67, 95% confidence interval 0.58-0.77, P < .001), and mastectomy (hazard ratio = 0.36, 95% confidence interval 0.30-0.44, P < .001). Significant factors for breast cancer mortality included age at diagnosis (hazard ratio = 1.04, 95% confidence interval 1.03-1.05, P < .001), Black race (hazard ratio = 2.88, 95% confidence interval 2.08-3.99, P < .001), diffuse disease (hazard ratio = 6.02, 95% confidence interval 1.39-26.07, P = .02), lumpectomy with radiation (hazard ratio = 0.51, 95% confidence interval 0.36-0.72, P < .001), and mastectomy (hazard ratio = 0.60, 95% confidence interval 0.50-0.92, P = .02). CONCLUSION Our results suggested that risk factors for in-breast invasive recurrence after a diagnosis of pure ductal carcinoma in situ differ from risk factors for breast cancer mortality and development of metastatic recurrence. In-breast invasive recurrence is not the only consideration for breast cancer specific mortality in ductal carcinoma in situ patients.
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Affiliation(s)
- Thomas J O'Keefe
- Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla, CA.
| | - Harrison Chau
- Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla, CA
| | - Olivier Harismendy
- Moores Cancer Center and Division of Biomedical Informatics, Department of Medicine, University of California San Diego, La Jolla, CA
| | - Anne M Wallace
- Division of Breast Surgery and the Comprehensive Breast Health Center, University of California San Diego, La Jolla, CA
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Badve SS, Cho S, Lu X, Cao S, Ghose S, Thike AA, Tan PH, Ocal IT, Generali D, Zanconati F, Harris AL, Ginty F, Gökmen-Polar Y. Tumor Infiltrating Lymphocytes in Multi-National Cohorts of Ductal Carcinoma In Situ (DCIS) of Breast. Cancers (Basel) 2022; 14:3916. [PMID: 36010908 PMCID: PMC9406008 DOI: 10.3390/cancers14163916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 08/08/2022] [Accepted: 08/09/2022] [Indexed: 01/25/2023] Open
Abstract
Tumor-infiltrating lymphocytes (TILs) are prognostic in invasive breast cancer. However, their prognostic significance in ductal carcinoma in situ (DCIS) has been controversial. To investigate the prognostic role of TILs in DCIS outcome, we used different scoring methods for TILs in multi-national cohorts from Asian and European women. Self-described race was genetically confirmed using QC Infinium array combined with radmixture software. Stromal TILs, touching TILs, circumferential TILs, and hotspots were quantified on H&E-stained slides and correlated with the development of second breast cancer events (BCE) and other clinico-pathological variables. In univariate survival analysis, age older than 50 years, hormone receptor positivity and the presence of circumferential TILs were weakly associated with the absence of BCE at the 5-year follow-up in all cohorts (p < 0.03; p < 0.02; and p < 0.02, respectively, adjusted p = 0.11). In the multivariable analysis, circumferential TILs were an independent predictor of a better outcome (Wald test p = 0.01), whereas younger age was associated with BCE. Asian patients were younger with larger, higher grade, HR negative DCIS lesions, and higher TIL variables. The spatial arrangement of TILs may serve as a better prognostic indicator in DCIS cases than stromal TILs alone and may be added in guidelines for TILs evaluation in DCIS.
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Affiliation(s)
- Sunil S. Badve
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
- Winship Cancer Institute, Atlanta, GA 30322, USA
| | - Sanghee Cho
- GE Global Research Center, Niskayuna, NY 12309, USA
| | - Xiaoyu Lu
- Center for Computational Biology and Bioinformatics, Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, IN 46202, USA
| | - Sha Cao
- Center for Computational Biology and Bioinformatics, Department of Biostatistics and Health Data Science, School of Medicine, Indiana University, Indianapolis, IN 46202, USA
| | - Soumya Ghose
- GE Global Research Center, Niskayuna, NY 12309, USA
| | - Aye Aye Thike
- Anatomical Pathology, Singapore General Hospital, Singapore 169856, Singapore
| | - Puay Hoon Tan
- Division of Pathology, Singapore General Hospital, Singapore 169856, Singapore
| | - Idris Tolgay Ocal
- Department of Laboratory Medicine and Pathology, Mayo Clinic Arizona, Phoenix, AZ 85054, USA
| | - Daniele Generali
- Department of Medical, Surgery and Health Sciences, University of Trieste, 34127 Trieste, Italy
| | - Fabrizio Zanconati
- Department of Medical, Surgery and Health Sciences, University of Trieste, 34127 Trieste, Italy
| | - Adrian L. Harris
- Cancer and Haematology Centre, Department of Oncology, Oxford University, Oxford OX3 7LE, UK
| | - Fiona Ginty
- GE Global Research Center, Niskayuna, NY 12309, USA
| | - Yesim Gökmen-Polar
- Department of Pathology and Laboratory Medicine, Emory University School of Medicine, Atlanta, GA 30322, USA
- Winship Cancer Institute, Atlanta, GA 30322, USA
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13
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Jia H, Zhao P, Chen Z, Wang G, Dong X, Xing X, Tan X, Wang C. Clinicopathological characteristics and prognostic analysis of tumor-infiltrating lymphocytes (TILs) in ductal carcinoma in situ (DCIS) and DCIS with microinvasion (DCIS-Mi) of the breast. Breast Cancer Res Treat 2022; 193:111-120. [PMID: 35260954 PMCID: PMC8993775 DOI: 10.1007/s10549-022-06553-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/25/2021] [Accepted: 02/18/2022] [Indexed: 11/30/2022]
Abstract
Objective Our purpose is to evaluate the correlation of TILs with clinicopathological characteristics and disease free survival (DFS) in DCIS and DCIS-Mi breast cancer (BC) patients. Methods We retrospectively reviewed the data of 360 DCIS patients and 125 DCIS-Mi patients treated by a single institution from 2016 to 2019. TILs are regarded as continuous variables and are divided into low (≤ 5%), medium (5–40%) and high (≥ 40%) for statistical analysis. Results In DCIS and DCIS-Mi patients, larger tumor size, higher nuclear grade, hormone receptor (HR) negativity and human epidermal growth factor receptor 2(HER2) overexpression are all related to high TILs (P < 0.05). In addition, compared with DCIS, DCIS-Mi patients were significantly associated with high TILs (P < 0.001). Based on the different results of the subtypes, we further studied the correlation between TILs and DFS in 279 cases of HER2+ patients (204 of DCIS; 75 of DCIS-Mi). In HER2+ group, DCIS-Mi was significantly associated with HR negativity (P = 0.015) and high TILs (P = 0.002) compared with DCIS patients. In the survival analysis, we found that TILs had no effect on the DFS of DCIS (P = 0.938), DCIS-Mi (P = 0.807), and HER2+ (P = 0.379) BC patients. In the univariate and multivariate cox regression analysis, the correlation between TILs and the prognosis of DFS has not been confirmed in the three BC groups (P > 0.05). Conclusion TILs have played an non-negligible role in the progress of DCIS to DCIS-Mi, especially in HER2+ BC. The predictive and prognostic value of TILs still needs further research to confirm. Supplementary Information The online version contains supplementary material available at 10.1007/s10549-022-06553-z.
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Affiliation(s)
- Huiqing Jia
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China.,Department of Pathology, School of Basic Medicine, Qingdao University, Qingdao, 266021, Shandong, China
| | - Peng Zhao
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Zhaoxu Chen
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China.,Department of Pathology, School of Basic Medicine, Qingdao University, Qingdao, 266021, Shandong, China
| | - Guanqun Wang
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Xianning Dong
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Xiaoming Xing
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China
| | - Xiaohua Tan
- Department of Pathology, School of Basic Medicine, Qingdao University, Qingdao, 266021, Shandong, China
| | - Chengqin Wang
- Department of Pathology, the Affiliated Hospital of Qingdao University, Qingdao, 266000, Shandong, China. .,Department of Pathology, School of Basic Medicine, Qingdao University, Qingdao, 266021, Shandong, China.
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14
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Yu AYL, Thomas SM, DiLalla GD, Greenup RA, Hwang ES, Hyslop T, Menendez CS, Plichta JK, Tolnitch LA, Fayanju OM. Disease characteristics and mortality among Asian women with breast cancer. Cancer 2022; 128:1024-1037. [PMID: 34792814 PMCID: PMC8837687 DOI: 10.1002/cncr.34015] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 10/11/2021] [Accepted: 10/14/2021] [Indexed: 11/08/2022]
Abstract
BACKGROUND Asian women with breast cancer are often studied in aggregate, belying significant intragroup diversity. The authors sought to examine differences in breast cancer characteristics and outcomes among Asian women. METHODS Asian, non-Hispanic Black, Hispanic, and non-Hispanic White women aged 18 years and older who were diagnosed with breast cancer from 1990 to 2016 were identified in the Surveillance, Epidemiology, and End Results 18 database. Asian patients were subclassified as Chinese, Japanese, Korean, Filipino, Vietnamese, South Asian (Asian Indian or Pakistani), Southeast Asian (SEA, i.e., Cambodian, Laotian, Hmong, or Thai), or other Asian. Unadjusted overall survival (OS) and cancer-specific survival (CSS) were estimated using the Kaplan-Meier method. Cox proportional hazards models were used to estimate adjusted OS and CSS. RESULTS In total, 910,415 women were included (Asian, n = 63,405; Black, n = 92,226; Hispanic, n = 84,451; White, n = 670,333). Asian women had higher rates of human epidermal growth factor receptor 2 (HER2)-positive disease compared with White women (18.7% vs 13.8%) and had the highest 10-year unadjusted OS and CSS among all racial/ethnic groups (all P < .001). SEA women had the highest rates of stage IV disease at presentation, whereas Japanese women had the lowest rates (5.9% vs 2.7%; P < .001). Japanese women had the highest 10-year unadjusted CSS (89.4%; 95% confidence interval, 88.7%-90.1%) of any distinct Asian group, whereas SEA women had the worst unadjusted CSS (78%; 95% confidence interval, 74.1%-81.3%; P < .001). After adjustment, SEA women had the worst OS of any Asian group and were the only Asian group without improved OS compared with White women (reference category; P = .08). CONCLUSIONS Breast cancer characteristics and outcomes vary significantly among Asian women. Future research should consider disaggregation by country or region of origin to identify subgroups that are at risk for worse outcomes than aggregated data may suggest. LAY SUMMARY Asian women with breast cancer are frequently studied as a single entity. However, Asian ethnic groups differ greatly by country of origin, genetic ancestry, disease frequency, socioeconomic status, patterns of immigration, as well as dietary and cultural practices. Women of different Asian ethnicities vary significantly with regard to cancer characteristics, such as mortality and tumor subtype. Future research should disaggregate these populations to better understand, treat, and counsel Asian patients with breast cancer.
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Affiliation(s)
| | - Samantha M Thomas
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina.,Duke Cancer Institute, Durham, North Carolina
| | - Gayle D DiLalla
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Rachel A Greenup
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - E Shelley Hwang
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Terry Hyslop
- Department of Biostatistics and Bioinformatics, Duke University School of Medicine, Durham, North Carolina.,Duke Cancer Institute, Durham, North Carolina
| | - Carolyn S Menendez
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Jennifer K Plichta
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina
| | - Lisa A Tolnitch
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina
| | - Oluwadamilola M Fayanju
- Duke Cancer Institute, Durham, North Carolina.,Division of Surgical Oncology, Department of Surgery, Duke University School of Medicine, Durham, North Carolina.,Department of Population Health Sciences, Duke University School of Medicine, Durham, North Carolina.,Department of Surgery, Durham Veterans Affairs Medical Center, Durham, North Carolina
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15
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Taparra K, Fukui J, Killeen J, Sumida K, Loo LWM, Hernandez BY. Racial and Ethnic Disparities in Rates of Invasive Second Breast Cancer Among Women With Ductal Carcinoma In Situ in Hawai'i. JAMA Netw Open 2021; 4:e2128977. [PMID: 34668945 PMCID: PMC8529402 DOI: 10.1001/jamanetworkopen.2021.28977] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Accepted: 08/10/2021] [Indexed: 11/21/2022] Open
Abstract
Importance Women with ductal carcinoma in situ (DCIS) may develop a subsequent invasive second breast cancer (SBC). Understanding the association of racial and ethnic factors with the development of invasive SBC may help reduce overtreatment and undertreatment of women from minority groups. Objective To evaluate risk factors associated with developing invasive ipsilateral SBC (iiSBC) and invasive contralateral SBC (icSBC) among women with an initial diagnosis of DCIS who are from racial and ethnic minority populations. Design, Setting, and Participants This retrospective cohort study used deidentified data from the Hawai'i Tumor Registry of 6221 female Hawai'i residents aged 20 years or older who received a diagnosis of DCIS between January 1, 1973, and December 31, 2017. The 5 most populous ethnic groups were compared (Chinese, Filipino, Japanese, Native Hawaiian, and White). Data analysis was performed from 2020 to 2021. Exposures Patient demographic and clinical characteristics and the first course of treatment. Main Outcome and Measures The a priori study outcome was the development of invasive SBC. Logistic regression was used to identify factors associated with invasive SBC. Factors that were significant on unadjusted analyses were included in the adjusted models (ie, age, race and ethnicity, diagnosis year, DCIS histologic characteristics, laterality, hormone status, and treatment). Results The racial and ethnic distribution of patients with DCIS across the state's most populous groups were 2270 Japanese women (37%), 1411 White women (23%), 840 Filipino women (14%), 821 Native Hawaiian women (13%), and 491 Chinese women (8%). Women of other minority race and ethnicity collectively comprised 6% of cases (n = 388). A total of 6221 women (age range, 20 to ≥80 years) were included in the study; 4817 (77%) were 50 years of age or older, 4452 (72%) received a diagnosis between 2000 and 2017, 2581 (42%) had well or moderately differentiated histologic characteristics, 2383 (38%) had noninfiltrating intraductal DCIS, and 2011 (32%) were treated with mastectomy only. Of these 6221 women, 444 (7%) developed invasive SBC; 190 developed iiSBC (median time to SBC diagnosis, 7.8 years [range, 0.5-30 years]) and 254 developed icSBC (median time to SBC diagnosis, 5.9 years [range, 0.5-28.8 years]). On adjusted analysis, women who developed iiSBC were more likely to be younger than 50 years (adjusted odds ratio [aOR], 1.49; 95% CI, 1.08-2.06), Native Hawaiian (aOR, 3.28; 95% CI, 2.01-5.35), Filipino (aOR, 1.94; 95% CI, 1.11-3.42), Japanese (aOR, 1.58; 95% CI, 1.01-2.48), and untreated (aOR, 2.29; 95% CI, 1.09-4.80). Compared with breast-conserving surgery (BCS) alone, there was a decreased likelihood of iiSBC among women receiving BCS and radiotherapy (aOR, 0.45; 95% CI, 0.27-0.75), BCS and systemic treatment with or without radiotherapy (aOR, 0.40; 95% CI, 0.23-0.69), mastectomy only (aOR, 0.23; 95% CI, 0.13-0.39), and mastectomy and systemic treatment (aOR, 0.57; 95% CI, 0.33-0.96). Women who developed an icSBC were more likely to be Native Hawaiian (aOR, 1.69; 95% CI, 1.10-2.61) or Filipino (aOR, 1.70; 95% CI, 1.10-2.63). Risk of both iiSBC and icSBC decreased in the later years of diagnosis (2000-2017) compared with the earlier years (1973-1999). Conclusions and Relevance This study suggests that Native Hawaiian and Filipino women who initially received a diagnosis of DCIS were more likely to subsequently develop both iiSBC and icSBC. Japanese women and younger women were more likely to develop iiSBC. Subpopulation disaggregation may help guide clinical treatment and screening decisions for at-risk subpopulations.
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Affiliation(s)
- Kekoa Taparra
- Department of Radiation Oncology, Stanford Health Care, Stanford, California
| | - Jami Fukui
- University of Hawaiʻi Cancer Center, University of Hawaiʻi at Mānoa, Honolulu
| | - Jeffrey Killeen
- Department of Pathology, Kapiʻolani Medical Center for Women and Children, Honolulu, Hawaiʻi
| | - Kenneth Sumida
- Department of Medicine, University of Hawaiʻi John A. Burns School of Medicine, Honolulu
| | - Lenora W. M. Loo
- University of Hawaiʻi Cancer Center, University of Hawaiʻi at Mānoa, Honolulu
| | - Brenda Y. Hernandez
- University of Hawaiʻi Cancer Center, University of Hawaiʻi at Mānoa, Honolulu
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16
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Dai J, Nishi A, Tran N, Yamamoto Y, Dewey G, Ugai T, Ogino S. Revisiting social MPE: an integration of molecular pathological epidemiology and social science in the new era of precision medicine. Expert Rev Mol Diagn 2021; 21:869-886. [PMID: 34253130 DOI: 10.1080/14737159.2021.1952073] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
INTRODUCTION Molecular pathological epidemiology (MPE) is an integrative transdisciplinary area examining the relationships between various exposures and pathogenic signatures of diseases. In line with the accelerating advancements in MPE, social science and its health-related interdisciplinary areas have also developed rapidly. Accumulating evidence indicates the pathological role of social-demographic factors. We therefore initially proposed social MPE in 2015, which aims to elucidate etiological roles of social-demographic factors and address health inequalities globally. With the ubiquity of molecular diagnosis, there are ample opportunities for researchers to utilize and develop the social MPE framework. AREAS COVERED Molecular subtypes of breast cancer have been investigated rigorously for understanding its etiologies rooted from social factors. Emerging evidence indicates pathogenic heterogeneity of neurological disorders such as Alzheimer's disease. Presenting specific patterns of social-demographic factors across different molecular subtypes should be promising for advancing the screening, prevention, and treatment strategies of those heterogeneous diseases. This article rigorously reviewed literatures investigating differences of race/ethnicity and socioeconomic status across molecular subtypes of breast cancer and Alzheimer's disease to date. EXPERT OPINION With advancements of the multi-omics technologies, we foresee a blooming of social MPE studies, which can address health disparities, advance personalized molecular medicine, and enhance public health.
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Affiliation(s)
- Jin Dai
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California, United States
| | - Akihiro Nishi
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California, United States.,California Center for Population Research, University of California, Los Angeles, CA United States
| | - Nathan Tran
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California, United States
| | - Yasumasa Yamamoto
- Graduate School of Advanced Integrated Studies in Human Survivability, Kyoto University, Sakyo-ku, Kyoto Japan
| | - George Dewey
- Department of Epidemiology, UCLA Fielding School of Public Health, Los Angeles, California, United States
| | - Tomotaka Ugai
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts, United States.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States
| | - Shuji Ogino
- Program in MPE Molecular Pathological Epidemiology, Department of Pathology, Brigham and Women's Hospital, and Harvard Medical School, Boston, Massachusetts, United States.,Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, Massachusetts, United States.,Cancer Immunology Program, Dana-Farber Harvard Cancer Center, Boston, Massachusetts, United States.,Broad Institute of Massachusetts Institute of Technology and Harvard, Cambridge, Massachusetts, United States
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17
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Bea VJ, Taiwo E, Balogun OD, Newman LA. Clinical Trials and Breast Cancer Disparities. CURRENT BREAST CANCER REPORTS 2021. [DOI: 10.1007/s12609-021-00422-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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18
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Wu L, Zhao Y, Lin P, Qin H, Liu Y, Wan D, Li X, He Y, Yang H. Preoperative ultrasound radiomics analysis for expression of multiple molecular biomarkers in mass type of breast ductal carcinoma in situ. BMC Med Imaging 2021; 21:84. [PMID: 34001017 PMCID: PMC8130392 DOI: 10.1186/s12880-021-00610-7] [Citation(s) in RCA: 29] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2020] [Accepted: 04/21/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The molecular biomarkers of breast ductal carcinoma in situ (DCIS) have important guiding significance for individualized precision treatment. This study was intended to explore the significance of radiomics based on ultrasound images to predict the expression of molecular biomarkers of mass type of DCIS. METHODS 116 patients with mass type of DCIS were included in this retrospective study. The radiomics features were extracted based on ultrasound images. According to the ratio of 7:3, the data sets of molecular biomarkers were split into training set and test set. The radiomics models were developed to predict the expression of estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER2), Ki67, p16, and p53 by using combination of multiple feature selection and classifiers. The predictive performance of the models were evaluated using the area under the curve (AUC) of the receiver operating curve. RESULTS The investigators extracted 5234 radiomics features from ultrasound images. 12, 23, 41, 51, 31 and 23 features were important for constructing the models. The radiomics scores were significantly (P < 0.05) in each molecular marker expression of mass type of DCIS. The radiomics models showed predictive performance with AUC greater than 0.7 in the training set and test set: ER (0.94 and 0.84), PR (0.90 and 0.78), HER2 (0.94 and 0.74), Ki67 (0.95 and 0.86), p16 (0.96 and 0.78), and p53 (0.95 and 0.74), respectively. CONCLUSION Ultrasonic-based radiomics analysis provided a noninvasive preoperative method for predicting the expression of molecular markers of mass type of DCIS with good accuracy.
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Affiliation(s)
- Linyong Wu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Yujia Zhao
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Peng Lin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Hui Qin
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Yichen Liu
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Da Wan
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China
| | - Xin Li
- GE Healthcare, Shanghai, People's Republic of China
| | - Yun He
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
| | - Hong Yang
- Department of Medical Ultrasound, The First Affiliated Hospital of Guangxi Medical University, Nanning, Guangxi Zhuang Autonomous Region, 530021, People's Republic of China.
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19
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Dania V, Liu Y, Ademuyiwa F, Weber JD, Colditz GA. Associations of race and ethnicity with risk of developing invasive breast cancer after lobular carcinoma in situ. Breast Cancer Res 2019; 21:120. [PMID: 31727116 PMCID: PMC6854630 DOI: 10.1186/s13058-019-1219-8] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2019] [Accepted: 10/23/2019] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Lobular carcinoma in situ (LCIS) of the breast is a risk factor of developing invasive breast cancer. We evaluated the racial differences in the risks of subsequent invasive breast cancer following LCIS. METHODS We utilized data from the Surveillance, Epidemiology, and End Results registries to identify 18,835 women diagnosed with LCIS from 1990 to 2015. Cox proportional hazards regression was used to estimate race/ethnicity-associated hazard ratios (HRs) and corresponding 95% confidence intervals (CIs) of subsequent invasive breast cancer. RESULTS During a median follow-up of 90 months, 1567 patients developed invasive breast cancer. The 10-year incidence was 7.9% for Asians, 8.2% for Hispanics, 9.3% for whites, and 11.2% for blacks (P = 0.046). Compared to white women, black women had significantly elevated risks of subsequent invasive breast cancer (HR 1.33; 95% CI 1.11, 1.59), and invasive cancer in the ipsilateral breast (HR 1.37; 95% CI 1.08, 1.72) and in the contralateral breast (HR 1.33; 95% CI 1.00, 1.76). Black women had significantly higher risks of invasive subtypes negative for both estrogen receptor and progesterone receptor (HR 1.86; 95% CI 1.14, 3.03) and invasive subtypes positive for one or both of receptors (HR 1.30; 95% CI 1.07, 1.59). The risk of subsequent invasive breast cancer was comparable in Asian women and Hispanic women compared with white women. CONCLUSIONS Black women had a significantly higher risk of developing invasive breast cancer, including both hormone receptor-positive and hormone receptor-negative subtypes, after LCIS compared with white counterparts. It provides an opportunity to address health disparities.
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Affiliation(s)
- Vanessa Dania
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8100, St. Louis, MO, 63110, USA
| | - Ying Liu
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8100, St. Louis, MO, 63110, USA.,Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA
| | - Foluso Ademuyiwa
- Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA.,Oncology Division, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Jason D Weber
- Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA.,Division of Molecular Oncology, Department of Medicine, Washington University School of Medicine, St. Louis, MO, USA
| | - Graham A Colditz
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, 660 South Euclid Avenue, Campus Box 8100, St. Louis, MO, 63110, USA. .,Alvin J. Siteman Cancer Center at Barnes-Jewish Hospital and Washington University School of Medicine, St. Louis, MO, USA.
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