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Hsu CY, Faisal A, Jumaa SS, Gilmanova NS, Ubaid M, Athab AH, Mirzaei R, Karampoor S. Exploring the impact of circRNAs on cancer glycolysis: Insights into tumor progression and therapeutic strategies. Noncoding RNA Res 2024; 9:970-994. [PMID: 38770106 PMCID: PMC11103225 DOI: 10.1016/j.ncrna.2024.05.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2024] [Revised: 04/18/2024] [Accepted: 05/04/2024] [Indexed: 05/22/2024] Open
Abstract
Cancer cells exhibit altered metabolic pathways, prominently featuring enhanced glycolytic activity to sustain their rapid growth and proliferation. Dysregulation of glycolysis is a well-established hallmark of cancer and contributes to tumor progression and resistance to therapy. Increased glycolysis supplies the energy necessary for increased proliferation and creates an acidic milieu, which in turn encourages tumor cells' infiltration, metastasis, and chemoresistance. Circular RNAs (circRNAs) have emerged as pivotal players in diverse biological processes, including cancer development and metabolic reprogramming. The interplay between circRNAs and glycolysis is explored, illuminating how circRNAs regulate key glycolysis-associated genes and enzymes, thereby influencing tumor metabolic profiles. In this overview, we highlight the mechanisms by which circRNAs regulate glycolytic enzymes and modulate glycolysis. In addition, we discuss the clinical implications of dysregulated circRNAs in cancer glycolysis, including their potential use as diagnostic and prognostic biomarkers. All in all, in this overview, we provide the most recent findings on how circRNAs operate at the molecular level to control glycolysis in various types of cancer, including hepatocellular carcinoma (HCC), prostate cancer (PCa), colorectal cancer (CRC), cervical cancer (CC), glioma, non-small cell lung cancer (NSCLC), breast cancer, and gastric cancer (GC). In conclusion, this review provides a comprehensive overview of the significance of circRNAs in cancer glycolysis, shedding light on their intricate roles in tumor development and presenting innovative therapeutic avenues.
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Affiliation(s)
- Chou-Yi Hsu
- Department of Pharmacy, Chia Nan University of Pharmacy and Science, Tainan City, 71710, Taiwan
- Thunderbird School of Global Management, Arizona State University Tempe Campus, Phoenix, Arizona, 85004, USA
| | - Ahmed Faisal
- Department of Pharmacy, Al-Noor University College, Nineveh, Iraq
| | - Sally Salih Jumaa
- College of Pharmacy, National University of Science and Technology, Dhi Qar, Iraq
| | - Nataliya Sergeevna Gilmanova
- Department of Prosthetic Dentistry, I.M. Sechenov First Moscow State Medical University (Sechenov University), Russia, Moscow
| | - Mohammed Ubaid
- Medical Technical College, Al-Farahidi University, Baghdad, Iraq
| | - Aya H. Athab
- Department of Pharmacy, Al-Zahrawi University College, Karbala, Iraq
| | - Rasoul Mirzaei
- Venom & Biotherapeutics Molecules Lab, Medical Biotechnology Department, Biotechnology Research Center, Pasteur Institute of Iran, Tehran, Iran
| | - Sajad Karampoor
- Gastrointestinal & Liver Diseases Research Center, Iran University of Medical Sciences, Tehran, Iran
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Stibbards-Lyle M, Malinovska J, Badawy S, Schedin P, Rinker KD. Status of breast cancer detection in young women and potential of liquid biopsy. Front Oncol 2024; 14:1398196. [PMID: 38835377 PMCID: PMC11148378 DOI: 10.3389/fonc.2024.1398196] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2024] [Accepted: 05/01/2024] [Indexed: 06/06/2024] Open
Abstract
Young onset breast cancer (YOBC) is an increasing demographic with unique biology, limited screening, and poor outcomes. Further, women with postpartum breast cancers (PPBCs), cancers occurring up to 10 years after childbirth, have worse outcomes than other young breast cancer patients matched for tumor stage and subtype. Early-stage detection of YOBC is critical for improving outcomes. However, most young women (under 45) do not meet current age guidelines for routine mammographic screening and are thus an underserved population. Other challenges to early detection in this population include reduced performance of standard of care mammography and reduced awareness. Women often face significant barriers in accessing health care during the postpartum period and disadvantaged communities face compounding barriers due to systemic health care inequities. Blood tests and liquid biopsies targeting early detection may provide an attractive option to help address these challenges. Test development in this area includes understanding of the unique biology involved in YOBC and in particular PPBCs that tend to be more aggressive and deadly. In this review, we will present the status of breast cancer screening and detection in young women, provide a summary of some unique biological features of YOBC, and discuss the potential for blood tests and liquid biopsy platforms to address current shortcomings in timely, equitable detection.
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Affiliation(s)
- Maya Stibbards-Lyle
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
| | - Julia Malinovska
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
| | - Seleem Badawy
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
| | - Pepper Schedin
- Knight Cancer Institute, Oregon Health and Science University, Portland, OR, United States
| | - Kristina D Rinker
- Department of Biomedical Engineering, Schulich School of Engineering, University of Calgary, Calgary, AB, Canada
- Cellular and Molecular Bioengineering Research Lab, University of Calgary, Calgary, AB, Canada
- Arnie Charbonneau Cancer Institute, University of Calgary, Calgary, AB, Canada
- Department of Physiology and Pharmacology, University of Calgary, Calgary, AB, Canada
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Walsh EA, Post K, Massad K, Horick N, Antoni MH, Penedo FJ, Safren SA, Partridge AH, Peppercorn J, Park ER, Temel JS, Greer JA, Jacobs JM. Identification of patient subgroups who benefit from a behavioral intervention to improve adjuvant endocrine therapy adherence: a randomized-controlled trial. Breast Cancer Res Treat 2024; 204:547-559. [PMID: 38231313 DOI: 10.1007/s10549-023-07228-z] [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: 11/01/2023] [Accepted: 12/11/2023] [Indexed: 01/18/2024]
Abstract
PURPOSE Adjuvant endocrine therapy (AET) reduces breast cancer morbidity and mortality; however, adherence is suboptimal. Interventions exist, yet few have improved adherence. Patient characteristics may alter uptake of an intervention to boost adherence. We examined moderators of the effect of a virtual intervention (STRIDE; #NCT03837496) on AET adherence after breast cancer. METHODS At a large academic medical center, patients taking AET (N = 100; Mage = 56.1, 91% White) were randomized to receive STRIDE versus medication monitoring. All stored their medication in digital pill bottles (MEMS Caps) which captured objective adherence. Participants self-reported adherence (Medication Adherence Report Scale) at 12 weeks post-baseline. Moderators included age, anxiety, and depressive symptoms (Hospital Anxiety and Depression Scale), AET-related symptom distress (Breast Cancer Prevention Trial Symptom Scale), and AET-specific concerns (Beliefs about Medications Questionnaire). We used hierarchical linear modeling (time × condition × moderator) and multiple regression (condition × moderator) to test the interaction effects on adherence. RESULTS Age (B = 0.05, SE = 0.02, p = 0.003) and AET-related symptom distress (B = -0.04, SE = 0.02, p = 0.02) moderated condition effect on self-reported adherence while anxiety (B = -1.20, SE = 0.53, p = 0.03) and depressive symptoms (B = -1.65, SE = 0.65, p = 0.01) moderated objective adherence effects. AET-specific concerns approached significance (B = 0.91, SE = 0.57, p = 0.12). Participants who received STRIDE and were older or presented with lower anxiety and depressive symptoms or AET-related symptom distress exhibited improved adherence. Post hoc analyses revealed high correlations among most moderators. CONCLUSIONS A subgroup of patients who received STRIDE exhibited improvements in AET adherence. The interrelatedness of moderators suggests an underlying profile of patients with lower symptom burden who benefitted most from the intervention. STUDY REGISTRATION NCT03837496.
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Affiliation(s)
- Emily A Walsh
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA.
| | - Kathryn Post
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Katina Massad
- University of Missouri School of Medicine, Columbia, MO, USA
| | - Nora Horick
- Massachusetts General Hospital, Boston, MA, USA
| | - Michael H Antoni
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA
| | - Frank J Penedo
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA
| | - Steven A Safren
- Department of Psychology, University of Miami, 5665 Ponce de Leon Blvd, Fifth Floor, Coral Gables, FL, 33146, USA
| | - Ann H Partridge
- Harvard Medical School, Boston, MA, USA
- Dana Farber Cancer Institute, Boston, MA, USA
| | - Jeffrey Peppercorn
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Elyse R Park
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jennifer S Temel
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Joseph A Greer
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
| | - Jamie M Jacobs
- Massachusetts General Hospital, Boston, MA, USA
- Harvard Medical School, Boston, MA, USA
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4
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Jansen JP, Brewer IP, Chung S, Sullivan P, Espinosa OD, Grossman JP. The Health Inequality Impact of a New Cancer Therapy Given Treatment and Disease Characteristics. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:143-152. [PMID: 37952840 DOI: 10.1016/j.jval.2023.11.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/29/2022] [Revised: 10/02/2023] [Accepted: 11/01/2023] [Indexed: 11/14/2023]
Abstract
OBJECTIVES This study aimed to perform a simulation study to quantify the health inequality impact of a cancer therapy given cancer and treatment characteristics using the distributional cost-effectiveness framework. METHODS The following factors were varied in 10 000 simulations: lifetime risk of the disease, median overall survival (OS) with standard of care (SOC), difference in OS between non-Hispanic (NH)-Black and NH-White patients (prognostic effect), treatment effect of the new therapy relative to SOC, whether the treatment effect differs between NH-Black and NH-White patients (effect modification), health utility, drug costs, and preprogression and postprogression costs. Based on these characteristics, the incremental population net health benefits were calculated for the new therapy and applied to a US distribution of quality-adjusted life expectancy at birth. The health inequality impact was quantified as the difference in the degree of inequality in the "post-new therapy" versus "pre-new therapy" quality-adjusted life expectancy distributions. RESULTS For cancer types characterized by relatively large lifetime risk, large median OS with SOC, large treatment effect, and large effect modification, the direction of the impact of the new therapy on inequality is easy to predict. When effect modification is minor or absent, which is a realistic scenario, the direction of the inequality impact is difficult to predict. Larger incremental drug costs have a worsening effect on health inequality. CONCLUSIONS The findings provide a guide to help decision makers and other stakeholders make an initial assessment whether a new therapy with known treatment effects for a specific tumor type can have a positive or negative health inequality impact.
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5
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Abraham P, Haddad A, Bishay AE, Bishay S, Sonubi C, Jaramillo-Cardoso A, Sava M, Yee J, Flores EJ, Spalluto LB. Social Determinants of Health in Imaging-based Cancer Screening: A Case-based Primer with Strategies for Care Improvement. Radiographics 2023; 43:e230008. [PMID: 37824411 PMCID: PMC10612293 DOI: 10.1148/rg.230008] [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: 01/16/2023] [Revised: 05/05/2023] [Accepted: 05/24/2023] [Indexed: 10/14/2023]
Abstract
Health disparities, preventable differences in the burden of disease and disease outcomes often experienced by socially disadvantaged populations, can be found in nearly all areas of radiology, including emergency radiology, neuroradiology, nuclear medicine, image-guided interventions, and imaging-based cancer screening. Disparities in imaging-based cancer screening are especially noteworthy given the far-reaching population health impact. The social determinants of health (SDoH) play an important role in disparities in cancer screening and outcomes. Through improved understanding of how SDoH can drive differences in health outcomes in radiology, radiologists can effectively provide patient-centered, high-quality, and equitable care. Radiologists and radiology practices can become active partners in efforts to assist patients along their imaging journey and overcome existing barriers to equitable cancer screening care for traditionally marginalized populations. As radiology exists at the intersection of diagnostic imaging, image-guided diagnostic intervention, and image-guided treatment, radiologists are uniquely positioned to design these strategies. Cost-effective and socially conscious strategies that address barriers to equitable care can improve both public health and equitable health outcomes. Potential strategies include championing supportive health policy, reducing out-of-pocket costs, increasing price transparency, improving education and outreach efforts, ensuring that appropriate language translation services are available, providing individualized assistance with appointment scheduling, and offering transportation assistance and childcare. ©RSNA, 2023 Quiz questions for this article are available in the supplemental material.
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Affiliation(s)
- Peter Abraham
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Aida Haddad
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Anthony E. Bishay
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Steven Bishay
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Chiamaka Sonubi
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Adrian Jaramillo-Cardoso
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Melinda Sava
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Judy Yee
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Efren J. Flores
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
| | - Lucy B. Spalluto
- From the Department of Radiology, University of California San Diego,
200 W Arbor Dr, San Diego, CA 92103 (P.A., A.H.); Vanderbilt University School
of Medicine, Nashville, Tenn (A.E.B., S.B.); Department of Rehabilitation
Medicine, Emory University School of Medicine, Atlanta, Ga (C.S.); Department of
Radiology, Vanderbilt University Medical Center, Nashville, Tenn (A.J.C.,
L.B.S.); Advanced Diagnostic Imaging, Nashville, Tenn (M.S.); Department of
Radiology, Albert Einstein College of Medicine, New York, NY (J.Y.); Department
of Radiology, Massachusetts General Hospital, Boston, Mass (E.J.F.);
Vanderbilt-Ingram Cancer Center, Nashville, Tenn (L.B.S.); and Veterans Health
Administration–Tennessee Valley Health Care System Geriatric Research,
Education and Clinical Center (GRECC), Nashville, Tenn (L.B.S.)
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Hamilton JB, Abiri AN, Nicolas CA, Gyan K, Chandler RD, Worthy VC, Grant EJ. African American Women Breast Cancer Survivors: Coping with the COVID-19 Pandemic. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2023; 38:1539-1547. [PMID: 37014616 PMCID: PMC10071457 DOI: 10.1007/s13187-023-02296-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 03/26/2023] [Indexed: 06/19/2023]
Abstract
African American women breast cancer survivors are among those with the greater burden of cancer. Breast cancer is the second leading cause of death among black women, and this death rate is 40% higher than that of white women. The COVID-19 pandemic increased the burden of morbidity and mortality among this population of cancer survivors. In this report, we explore the ways in which the COVID-19 pandemic was a source of stress for African American women breast cancer survivors and their subsequent responses to these stressors. This is a qualitative descriptive study with content analysis of data from the narratives of 18 African American breast cancer survivors. Participants were interviewed via phone and video conferencing platform and asked questions related to their experiences with the COVID-19 pandemic. The findings suggest stressors associated with (1) potential COVID-19 spreaders in their immediate environments; (2) closures and restricted access to social- and faith-based activities; (3) televised news broadcasts of COVID-19; and (4) disruptions to planned cancer prevention and control healthcare. Three categories emerged that captured the ways in which these women responded to stressors during the early phase of this pandemic: (1) seeking control in their social environments; (2) following the rules; and (3) seeking support from God, family, and friends. These findings can be used to better support breast cancer patients during the early phases of a pandemic.
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Affiliation(s)
- Jill B Hamilton
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, 30322, USA.
- Candler School of Theology, Emory University, Atlanta, GA, 30322, USA.
| | - Autherine N Abiri
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, 30322, USA
| | - Charlyne A Nicolas
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, 30322, USA
| | - Kayoll Gyan
- Dana Farber Cancer Institute, Harvard Medical School, Boston, 02115, USA
| | - Rasheeta D Chandler
- Nell Hodgson Woodruff School of Nursing, Emory University, Atlanta, GA, 30322, USA
| | | | - Ernest J Grant
- Duke University School of Nursing, Durham, NC, 27708, USA
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7
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Zavala VA, Casavilca-Zambrano S, Navarro-Vásquez J, Tamayo LI, Castañeda CA, Valencia G, Morante Z, Calderón M, Abugattas JE, Gómez HL, Fuentes HA, Liendo-Picoaga R, Cotrina JM, Neciosup SP, Roque K, Vásquez J, Mas L, Gálvez-Nino M, Fejerman L, Vidaurre T. Breast cancer subtype and clinical characteristics in women from Peru. Front Oncol 2023; 13:938042. [PMID: 36925912 PMCID: PMC10013058 DOI: 10.3389/fonc.2023.938042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 01/30/2023] [Indexed: 02/18/2023] Open
Abstract
Introduction Breast cancer is a heterogeneous disease, and the distribution of the different subtypes varies by race/ethnic category in the United States and by country. Established breast cancer-associated factors impact subtype-specific risk; however, these included limited or no representation of Latin American diversity. To address this gap in knowledge, we report a description of demographic, reproductive, and lifestyle breast cancer-associated factors by age at diagnosis and disease subtype for The Peruvian Genetics and Genomics of Breast Cancer (PEGEN-BC) study. Methods The PEGEN-BC study is a hospital-based breast cancer cohort that includes 1943 patients diagnosed at the Instituto Nacional de Enfermedades Neoplásicas in Lima, Peru. Demographic and reproductive information, as well as lifestyle exposures, were collected with a questionnaire. Clinical data, including tumor Hormone Receptor (HR) status and Human Epidermal Growth Factor Receptor 2 (HER2) status, were abstracted from electronic medical records. Differences in proportions and mean values were tested using Chi-squared and one-way ANOVA tests, respectively. Multinomial logistic regression models were used for multivariate association analyses. Results The distribution of subtypes was 52% HR+HER2-, 19% HR+HER2+, 16% HR-HER2-, and 13% HR-HER2+. Indigenous American (IA) genetic ancestry was higher, and height was lower among individuals with the HR-HER2+ subtype (80% IA vs. 76% overall, p=0.007; 152 cm vs. 153 cm overall, p=0.032, respectively). In multivariate models, IA ancestry was associated with HR-HER2+ subtype (OR=1.38,95%CI=1.06-1.79, p=0.017) and parous women showed increased risk for HR-HER2+ (OR=2.7,95%CI=1.5-4.8, p<0.001) and HR-HER2- tumors (OR=2.4,95%CI=1.5-4.0, p<0.001) compared to nulliparous women. Multiple patient and tumor characteristics differed by age at diagnosis (<50 vs. >=50), including ancestry, region of residence, family history, height, BMI, breastfeeding, parity, and stage at diagnosis (p<0.02 for all variables). Discussion The characteristics of the PEGEN-BC study participants do not suggest heterogeneity by tumor subtype except for IA genetic ancestry proportion, which has been previously reported. Differences by age at diagnosis were apparent and concordant with what is known about pre- and post-menopausal-specific disease risk factors. Additional studies in Peru should be developed to further understand the main contributors to the specific age of onset and molecular disease subtypes in this population and develop population-appropriate predictive models for prevention.
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Affiliation(s)
- Valentina A. Zavala
- Department of Public Health Sciences, University of California, Davis, Davis, CA, United States
| | | | | | - Lizeth I. Tamayo
- Department of Public Health Sciences, The University of Chicago, Chicago, IL, United States
| | - Carlos A. Castañeda
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Guillermo Valencia
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Zaida Morante
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Mónica Calderón
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Julio E. Abugattas
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Cirugía de Mamas y tumores Blandos, Lima, Peru
| | - Henry L. Gómez
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Hugo A. Fuentes
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | | | - Jose M. Cotrina
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Cirugía de Mamas y tumores Blandos, Lima, Peru
| | - Silvia P. Neciosup
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Katia Roque
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Jule Vásquez
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Luis Mas
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Marco Gálvez-Nino
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
| | - Laura Fejerman
- Department of Public Health Sciences, University of California, Davis, Davis, CA, United States
- University of California Davis Comprehensive Cancer Center, University of California, Davis, Davis, CA, United States
| | - Tatiana Vidaurre
- Instituto Nacional de Enfermedades Neoplásicas, Departamento de Oncología Médica, Lima, Peru
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8
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Kesici Z, Yilmaz V. Insurance-based disparities in breast cancer treatment pathways in a universal healthcare system: a qualitative study. BMC Health Serv Res 2023; 23:112. [PMID: 36732811 PMCID: PMC9894738 DOI: 10.1186/s12913-023-09108-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2022] [Accepted: 01/25/2023] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND The influence of healthcare system factors on treatment pathways for breast cancer has been studied extensively in lower-middle-income countries (LMICs), but in upper-middle-income countries (UMICs), this area is understudied. This article focuses on the experiences of breast cancer patients in Türkiye, a UMIC with a universal healthcare system. It explores variations in treatment pathways based on the type of health insurance provider (private or state). METHODS The study uses an exploratory qualitative method based on in-depth interviews with 12 breast cancer patients. The inclusion criteria were Turkish nationality, female gender, and having received treatment from a private hospital within one year of the interview. A purposeful sampling strategy was employed to recruit patients who had either social health insurance only or who had private health insurance in addition to their social health insurance. A two-stage thematic analysis of the interview data was conducted. First, we examined whether the type of insurance provider makes a difference in treatment pathways; we then identified healthcare system factors that explain these differences. RESULTS The study revealed two distinct pathways to treatment. These differ in terms of financial protection, service coverage, and patients' sense of equity. Patients with private insurance reported easy access to timely and comprehensive treatment. Those without, however, had to navigate complicated routes to treatment; they generally had to resort to seeking treatment from more than one hospital. We found two healthcare system factors that explained the differences: a failure to fully enforce the mandates of the state's social health insurance in the private hospital sector and growing reliance on private insurance to gain access to essential services. CONCLUSIONS Based on data from the Turkish case, we conclude that healthcare system factors are indeed influential in shaping treatment pathways for breast cancer in UMICs with universal healthcare. These factors include a failure to fully enforce the mandates of the state's social health insurance programme in the private hospital sector and a growing reliance on private insurance to gain access to essential services. We note that this contrasts dramatically with the situation in LMICs, where the main factors are low-quality care and shortages of medical staff, medicines, and technologies.
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Affiliation(s)
- Zeynep Kesici
- grid.11220.300000 0001 2253 9056Social Policy Forum Research Centre, Boğaziçi University, Istanbul, Türkiye
| | - Volkan Yilmaz
- grid.15596.3e0000000102380260School of Law and Government, Dublin City University, Dublin, Ireland
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9
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Holcomb J, Rajan SS, Ferguson GM, Sun J, Walton GH, Highfield L. Implementation of an Evidence-Based Intervention with Safety Net Clinics to Improve Mammography Appointment Adherence Among Underserved Women. JOURNAL OF CANCER EDUCATION : THE OFFICIAL JOURNAL OF THE AMERICAN ASSOCIATION FOR CANCER EDUCATION 2023; 38:309-318. [PMID: 34822118 PMCID: PMC9852109 DOI: 10.1007/s13187-021-02116-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Accepted: 11/07/2021] [Indexed: 06/13/2023]
Abstract
The Peace of Mind Program is an evidence-based intervention to improve mammography appointment adherence in underserved women. The aim of this study was to assess effectiveness of the intervention and implementation of the intervention in safety net clinics. The intervention was implemented through a non-randomized stepped wedge cluster hybrid study design with 19 Federally Qualified Health Centers and charity care clinics within the Greater Houston area. A multivariable generalized estimating equation logistic regression was conducted to examine mammography appointment adherence. A survey assessing Consolidated Framework for Implementation Research constructs was also conducted with clinic staff prior to adoption and eight weeks post implementation. One-sided t-tests were conducted to analyze mean score changes between the surveys. A total of 4402 women (baseline period = 2078; intervention period = 2324) were included in the final regression analysis. Women in the intervention period were more likely to attend or reschedule their mammography appointment (OR = 1.30; p < 0.01) than those in the baseline period receiving usual care. Women who completed the intervention were more likely to attend or reschedule their mammography appointment than those who did not complete the intervention (OR = 1.62; p < 0.01). The mammography appointment no-show rates for those in the baseline period, in the intervention period, and who completed the intervention were, respectively, 22%, 19%, and 15%. A total of 15 clinics prior to adoption and eight clinics completed the survey at 8 weeks post implementation A statistically significant mean score decrease was observed in Inner Setting and in two Inner Setting CFIR constructs, Culture-Effort, and Implementation Climate. While the intervention improved mammography appointment adherence, there are opportunities to further integrate Consolidated Framework for Implementation Research constructs. Trial registration: Clinical trials registration number: NCT02296177.
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Affiliation(s)
- Jennifer Holcomb
- Department of Management, Policy and Community Health, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA.
- Sinai Urban Health Institute, 1500 South Fairfield Avenue, Chicago, IL, 60608, USA.
| | - Suja S Rajan
- Department of Management, Policy and Community Health, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA
| | - Gayla M Ferguson
- Department of Management, Policy and Community Health, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA
| | - Jiali Sun
- Department of Management, Policy and Community Health, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA
- Houston Hospice, 1905 Holcombe Blvd, Houston, TX, 77030, USA
| | - Gretchen H Walton
- Department of Management, Policy and Community Health, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA
| | - Linda Highfield
- Department of Management, Policy and Community Health, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA.
- Department of Epidemiology, Human Genetics and Environmental Sciences, School of Public Health, The University of Texas Health Science Center at Houston (UTHealth), 1200 Pressler St, Houston, TX, 77030, USA.
- Department of Internal Medicine, The University of Texas Health Science Center at Houston (UTHealth) John P and Katherine G McGovern Medical School, 6431 Fannin St, Houston, TX, 77030, USA.
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10
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Sohn YJ, Flores EJ, Narayan AK, Wang GX, Miles RC. Influence of Perceived Racial Stigma on Breast Cancer Screening Engagement. J Am Coll Radiol 2023; 20:151-155. [PMID: 36280212 DOI: 10.1016/j.jacr.2022.08.018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 08/05/2022] [Accepted: 08/26/2022] [Indexed: 11/18/2022]
Affiliation(s)
- Young-Jin Sohn
- Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Efren J Flores
- Associate Chair, Equity, Inclusion and Community Health, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Anand K Narayan
- Vice Chair, Equity, Department of Radiology, University of Wisconsin-Madison, Madison, Wisconsin
| | - Gary X Wang
- Co-Chair, Diversity, Equity, and Inclusion Patient Experience Subcommittee, Department of Radiology, Massachusetts General Hospital, Boston, Massachusetts
| | - Randy C Miles
- Chief of Breast Imaging and Associate Director of Research in Radiology, Denver Health, Denver, Colorado.
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11
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Wu M, Lu L, Dai T, Li A, Yu Y, Li Y, Xu Z, Chen Y. Construction of a lncRNA-mediated ceRNA network and a genomic-clinicopathologic nomogram to predict survival for breast cancer patients. Cancer Biomark 2023; 36:83-96. [PMID: 36591654 DOI: 10.3233/cbm-210545] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022]
Abstract
Breast cancer (BC) is the most common cancer among women and a leading cause of cancer-related deaths worldwide. The diagnosis of early patients and the prognosis of advanced patients have not improved over the past several decades. The purpose of the present study was to identify the lncRNA-related genes based on ceRNA network and construct a credible model for prognosis in BC. Based on The Cancer Genome Atlas (TCGA) database, prognosis-related differently expressed genes (DEGs) and a lncRNA-associated ceRNA regulatory network were obtained in BC. The patients were randomly divided into a training group and a testing group. A ceRNA-related prognostic model as well as a nomogram was constructed for further study. A total of 844 DElncRNAs, 206 DEmiRNAs and 3295 DEmRNAs were extracted in BC, and 12 RNAs (HOTAIR, AC055854.1, ST8SIA6-AS1, AC105999.2, hsa-miR-1258, hsa-miR-7705, hsa-miR-3662, hsa-miR-4501, CCNB1, UHRF1, SPC24 and SHCBP1) among them were recognized for the construction of a prognostic risk model. Patients were then assigned to high-risk and low-risk groups according to the risk score. The Kaplan-Meier (K-M) analysis demonstrated that the high-risk group was closely associated with poor prognosis. The predictive nomogram combined with clinical features showed performance in clinical practice. In a nutshell, our ceRNA-related gene model and the nomogram graph are accurate and reliable tools for predicting prognostic outcomes of BC patients, and may make great contributions to modern precise medicine.
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12
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Williams AD, Moo TA. The Impact of Socioeconomic Status and Social Determinants of Health on Disparities in Breast Cancer Incidence, Treatment, and Outcomes. CURRENT BREAST CANCER REPORTS 2023. [DOI: 10.1007/s12609-023-00473-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2023]
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13
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Khanna AS, Brickman B, Cronin M, Bergeron NQ, Scheel JR, Hibdon J, Calhoun EA, Watson KS, Strayhorn SM, Molina Y. Patient Navigation Can Improve Breast Cancer Outcomes among African American Women in Chicago: Insights from a Modeling Study. J Urban Health 2022; 99:813-828. [PMID: 35941401 PMCID: PMC9561367 DOI: 10.1007/s11524-022-00669-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 07/06/2022] [Indexed: 11/30/2022]
Abstract
African American (AA) women experience much greater mortality due to breast cancer (BC) than non-Latino Whites (NLW). Clinical patient navigation is an evidence-based strategy used by healthcare institutions to improve AA women's breast cancer outcomes. While empirical research has demonstrated the potential effect of navigation interventions for individuals, the population-level impact of navigation on screening, diagnostic completion, and stage at diagnosis has not been assessed. An agent-based model (ABM), representing 50-74-year-old AA women and parameterized with locally sourced data from Chicago, is developed to simulate screening mammography, diagnostic resolution, and stage at diagnosis of cancer. The ABM simulated three counterfactual scenarios: (1) a control setting without any navigation that represents the "standard of care"; (2) a clinical navigation scenario, where agents receive navigation from hospital-affiliated staff; and (3) a setting with network navigation, where agents receive clinical navigation and/or social network navigation (i.e., receiving support from clinically navigated agents for breast cancer care). In the control setting, the mean population-level screening mammography rate was 46.3% (95% CI: 46.2%, 46.4%), the diagnostic completion rate was 80.2% (95% CI: 79.9%, 80.5%), and the mean early cancer diagnosis rate was 65.9% (95% CI: 65.1%, 66.7%). Simulation results suggest that network navigation may lead up to a 13% increase in screening completion rate, 7.8% increase in diagnostic resolution rate, and a 4.9% increase in early-stage diagnoses at the population-level. Results suggest that systems science methods can be useful in the adoption of clinical and network navigation policies to reduce breast cancer disparities.
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Affiliation(s)
| | | | - Michael Cronin
- Boston University School of Medicine, Boston, MA, 02118, USA
| | | | | | - Joseph Hibdon
- Northeastern Illinois University, Chicago, IL, 60625, USA
| | | | | | | | - Yamilé Molina
- Univeristy of Illinois Chicago, Chicago, IL, 60607, USA
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14
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Lai Q, Li W, Wang H, Xu S, Deng Z. Emerging role of circRNAs in cancer under hypoxia (Review). Oncol Lett 2022; 24:372. [PMID: 36238836 PMCID: PMC9494632 DOI: 10.3892/ol.2022.13492] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Accepted: 08/12/2022] [Indexed: 11/17/2022] Open
Abstract
Circular RNA (circRNA), a recently identified type of non-coding RNAs (ncRNAs), forms a covalently closed loop with neither a 5′ cap structure nor a 3′ polyadenylated tail. Due to their lack of free ends, circRNAs are not easily cleaved by RNase R, thus avoiding degradation and being more stable than linear RNAs. Recent studies have suggested that circRNAs play a crucial role in regulating gene expression by acting as microRNAs sponges, RNA binding protein sponges and translational regulators. Currently, circRNAs are hot research topics due to their close association with the development of cancer and other diseases. Hypoxia is the most common microenvironment during tumor growth, and hypoxia-inducible factors have different effects on tumor growth and influence important cancer characteristics, including cell proliferation, apoptosis, differentiation, vascularization/angiogenesis, genetic instability, tumor metabolism, tumor immune response, invasion and metastasis. The present review aimed to study the biogenesis and mechanisms of gene regulation of circRNAs in hypoxia, to summarize the latest studies on circRNAs as potential diagnostic and prognostic biomarkers in hypoxia, and to understand the role of circRNAs in the process of tumor drug resistance under hypoxia.
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Affiliation(s)
- Qun Lai
- Department of Hematology and Oncology, The Second Hospital of Jilin University, Changchun, Jilin 130041, P.R. China
| | - Wenqiang Li
- Department of Pulmonary and Critical Care Medicine, First People's Hospital of Zigong, Zigong, Sichuan 643000, P.R. China
| | - Hongping Wang
- Department of Neurosurgery, Tangshan Gongren Hospital of Hebei Medical University, Tangshan, Hebei 063000, P.R. China
| | - Siran Xu
- Department of Pulmonary and Critical Care Medicine, First People's Hospital of Zigong, Zigong, Sichuan 643000, P.R. China
| | - Zhiping Deng
- Department of Pulmonary and Critical Care Medicine, First People's Hospital of Zigong, Zigong, Sichuan 643000, P.R. China
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15
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Miles RC, Lehman CD, Chou SHS, Sohn YJ, Guerrier CE, Wang GX, Narayan AK. Patient Sociodemographic Characteristics Associated With Saturday Breast Imaging Clinic Utilization. JOURNAL OF BREAST IMAGING 2022; 4:378-383. [PMID: 38416978 DOI: 10.1093/jbi/wbac035] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2022] [Indexed: 03/01/2024]
Abstract
OBJECTIVE To determine patient sociodemographic characteristics associated with breast imaging utilization on Saturdays to inform potential initiatives designed to improve access and reduce disparities in breast cancer care. METHODS This was an IRB-approved retrospective cross-sectional study. All adult women (aged ≥18 years) who received a screening or diagnostic examination at our breast imaging facility from January 1, 2016 to December 31, 2017 were included. Patient characteristics including age, race, primary language, partnership status, insurance status, and primary care physician status were collected using the electronic medical record. Multiple variable logistic regression analyses were performed to evaluate patient characteristics associated with utilization. RESULTS Of 53 695 patients who underwent a screening examination and 10 363 patients who underwent a diagnostic examination over our study period, 9.6% (5135/53 695) and 2.0% (209/10 363) of patients obtained their respective examination on a Saturday. In our multiple variable logistic regression analyses, racial/ethnic minorities (odds ratio [OR], 1.5; 95% confidence interval [CI]: 1.4-1.6; P < 0.01) and women who speak English as a second language (OR, 1.1; 95% CI: 1.0-1.3; P = 0.03) were more likely to obtain their screening mammogram on Saturday than their respective counterparts. CONCLUSION Racial/ethnic minorities and women who speak English as a second language were more likely to obtain their screening mammogram on Saturdays than their respective counterparts. Initiatives to extend availability of breast imaging exams outside of standard business hours increases access for historically underserved groups, which can be used as a tool to reduce breast cancer-related disparities in care.
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Affiliation(s)
- Randy C Miles
- Denver Health, Department of Radiology, Denver, CO, USA
| | - Constance D Lehman
- Massachusetts General Hospital, Department of Radiology, Boston, MA, USA
| | - Shinn-Huey S Chou
- Massachusetts General Hospital, Department of Radiology, Boston, MA, USA
| | - Young-Jin Sohn
- Massachusetts General Hospital, Department of Radiology, Boston, MA, USA
| | - Claude E Guerrier
- Massachusetts General Hospital, Department of Radiology, Boston, MA, USA
| | - Gary X Wang
- Massachusetts General Hospital, Department of Radiology, Boston, MA, USA
| | - Anand K Narayan
- University of Wisconsin-Madison, Department of Radiology, Madison, WI, USA
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16
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Sociodemographic Determinants in Breast Cancer Screening among Uninsured Women of West Texas. Medicina (B Aires) 2022; 58:medicina58081010. [PMID: 36013477 PMCID: PMC9416323 DOI: 10.3390/medicina58081010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 07/23/2022] [Accepted: 07/25/2022] [Indexed: 11/16/2022] Open
Abstract
Background and Objectives: Early detection through appropriate screening is key to curing breast cancer. The Access to Breast Care for West Texas (ABC4WT) program offers no-cost mammography to underserved women in West Texas. The U.S. Preventative Task Force (USPSTF) guidelines are breast cancer screening guidelines which suggest screening for all women at the age of 50 years. The focus of this study was to identify sociodemographic barriers and determinants for breast cancer screenings, as well as screening outcomes, in low income, uninsured, or under-insured communities in West Texas. Materials and Methods: The ABC4WT program’s patient database was queried from 1 November, 2018, to 1 June, 2021, for sociodemographic variables, screening history, and results to identify high-risk groups for outreach. The American College of Radiology’s risk assessment and quality assurance tool, BI-RADS (Breast Imaging-Reporting and Data System), a widely accepted lexicon and reporting schema for breast imaging, was used for risk differentiation. Results: The cancer rate for ABC4WT’s program was significantly higher than the national mean (5.1), at 23.04 per 1000 mammograms. Of the 1519 mammograms performed, women between 40 and 49 years old represented the highest percentages of BI-RADS 4 and 5 (42.0% and 28.0%, respectively; p = 0.049). This age group also received 43.7% of biopsies performed and comprised 28.6% (n = 10) of cancers diagnosed (n = 35) (p = 0.031). Additionally, participants with a monthly household income of less than USD 800/month/person were more likely to result in a cancer diagnosis (70.6%) than higher incomes (29.4%) (p = 0.021). Conclusions: These determinants most starkly impacted women 40–49 years old who would not have been screened by U.S. Preventative Services Task Force (USPSTF) guidelines. This population with increased cancer risk should be encouraged to undergo screening for breast cancer via mammography.
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17
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Williams AD, Buckley M, Ciocca RM, Sabol JL, Larson SL, Carp NZ. Racial and socioeconomic disparities in breast cancer diagnosis and mortality in Pennsylvania. Breast Cancer Res Treat 2022; 192:191-200. [DOI: 10.1007/s10549-021-06492-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Accepted: 12/03/2021] [Indexed: 11/25/2022]
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18
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Duggan C, Dvaladze A, Scheel JR, Stevens LM, Anderson BO. Situational analysis of breast health care systems: Why context matters. Cancer 2021; 126 Suppl 10:2405-2415. [PMID: 32348576 DOI: 10.1002/cncr.32899] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2020] [Revised: 03/20/2020] [Accepted: 03/23/2020] [Indexed: 12/18/2022]
Abstract
BACKGROUND Implementation of evidence-based, resource-appropriate guidelines for breast cancer control should be preceded by a baseline assessment or situational analysis to assess breast health infrastructure, workforce capacity, patient pathways, existing practices, accessibility, and costs. METHODS To support the assessment of breast health care systems within the broader context in which they exist, the Breast Health Global Initiative (BHGI) developed, tested, and refined a set of situational analysis tools with which to guide the assessment of breast health care capacity, identify the relative strengths and weaknesses of the health system, and support stakeholders in prioritizing actionable items to advance breast cancer care using evidence-based strategies tailored to their setting. The tools address 6 domains of breast health care delivery: 1) breast cancer early detection practices; 2) breast cancer awareness programs; 3) the availability of breast cancer surgery; 4) the availability of pathology; 5) the availability of radiotherapy, and 6) the availability of systemic therapy services. The current study also describes the more comprehensive International Atomic Energy Agency Programme of Action for Cancer Therapy (PACT) integrated missions for PACT (imPACT) review. RESULTS As of 2020, 5 formal BHGI situational analyses have been performed in India, Brazil, Panama, Tanzania, and Uganda. As of August 2019, a total of 100 imPACT reviews have been conducted in 91 countries. These assessments can contribute to more informed policymaking. CONCLUSIONS Situational analyses are a prerequisite for the development of resource-appropriate strategies with which to advance breast cancer control in any setting and should assess services across the entire breast health care continuum as well as the broader structural, sociocultural, personal, and financial contexts within which they operate.
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Affiliation(s)
- Catherine Duggan
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Allison Dvaladze
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.,University of Washington, Seattle, Washington, USA
| | - John R Scheel
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.,Department of Radiology, Seattle Cancer Care Alliance, University of Washington, Seattle, Washington, USA.,Department of Global Health, University of Washington, Seattle, Washington, USA
| | - Lisa M Stevens
- Division of Programme of Action for Cancer Therapy (PACT), International Atomic Energy Agency, Vienna, Austria
| | - Benjamin O Anderson
- Public Health Sciences Division, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.,Department of Global Health, University of Washington, Seattle, Washington, USA.,Department of Surgery, Seattle Cancer Care Alliance, University of Washington, Seattle, Washington, USA
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Martini R, Newman L, Davis M. Breast cancer disparities in outcomes; unmasking biological determinants associated with racial and genetic diversity. Clin Exp Metastasis 2021; 39:7-14. [PMID: 33950410 DOI: 10.1007/s10585-021-10087-x] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 03/20/2021] [Indexed: 12/28/2022]
Abstract
Breast cancer (BC) remains a leading cause of death among women today, and mortality among African American women in the US remains 40% higher than that of their White counterparts, despite reporting a similar incidence of disease over recent years. Previous meta-analyses and studies of BC mortality highlight that tumor characteristics, rather than socio-economic factors, drive excess mortality among African American women with BC. This is further complicated by the heterogeneity of BC, where BC can more appropriately be defined as a collection of diseases rather than a single disease. Molecular phenotyping and gene expression profiling distinguish subtypes of BC, and these subtypes have distinct prognostic outcomes. Racial disparities transcend these subtype-specific outcomes, where African American women suffer higher mortality rates among all BC subtypes. The most striking differences are observed among the most aggressive molecular subtype, triple-negative BC (TNBC), where incidence and mortality are significantly higher among African American women compared to all other race/ethnicity groups. We and others have shown that this predisposition for triple-negative disease may be linked to shared west African ancestry, where the highest rates of TNBC are observed among west African nations, and these high frequencies follow into the African diaspora. Genetic and molecular characterization of breast tumors among subtypes and racial/ethnic groups have begun to identify targets with future therapeutic potential, but more work needs to be done to identify targeted treatment options for all women who suffer from BC.
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Affiliation(s)
- Rachel Martini
- Department of Surgery, Weill Cornell Medical College, 420 E 70th Street, New York City, NY, 10065, USA.,Department of Genetics, University of Georgia, Athens, GA, USA
| | - Lisa Newman
- Department of Surgery, Weill Cornell Medical College, 420 E 70th Street, New York City, NY, 10065, USA
| | - Melissa Davis
- Department of Surgery, Weill Cornell Medical College, 420 E 70th Street, New York City, NY, 10065, USA.
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20
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The Intersection of Rural Residence and Minority Race/Ethnicity in Cancer Disparities in the United States. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041384. [PMID: 33546168 PMCID: PMC7913122 DOI: 10.3390/ijerph18041384] [Citation(s) in RCA: 58] [Impact Index Per Article: 19.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/18/2020] [Revised: 01/29/2021] [Accepted: 01/30/2021] [Indexed: 12/15/2022]
Abstract
One in every twenty-five persons in America is a racial/ethnic minority who lives in a rural area. Our objective was to summarize how racism and, subsequently, the social determinants of health disproportionately affect rural racial/ethnic minority populations, provide a review of the cancer disparities experienced by rural racial/ethnic minority groups, and recommend policy, research, and intervention approaches to reduce these disparities. We found that rural Black and American Indian/Alaska Native populations experience greater poverty and lack of access to care, which expose them to greater risk of developing cancer and experiencing poorer cancer outcomes in treatment and ultimately survival. There is a critical need for additional research to understand the disparities experienced by all rural racial/ethnic minority populations. We propose that policies aim to increase access to care and healthcare resources for these communities. Further, that observational and interventional research should more effectively address the intersections of rurality and race/ethnicity through reduced structural and interpersonal biases in cancer care, increased data access, more research on newer cancer screening and treatment modalities, and continued intervention and implementation research to understand how evidence-based practices can most effectively reduce disparities among these populations.
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Zavala VA, Bracci PM, Carethers JM, Carvajal-Carmona L, Coggins NB, Cruz-Correa MR, Davis M, de Smith AJ, Dutil J, Figueiredo JC, Fox R, Graves KD, Gomez SL, Llera A, Neuhausen SL, Newman L, Nguyen T, Palmer JR, Palmer NR, Pérez-Stable EJ, Piawah S, Rodriquez EJ, Sanabria-Salas MC, Schmit SL, Serrano-Gomez SJ, Stern MC, Weitzel J, Yang JJ, Zabaleta J, Ziv E, Fejerman L. Cancer health disparities in racial/ethnic minorities in the United States. Br J Cancer 2021; 124:315-332. [PMID: 32901135 PMCID: PMC7852513 DOI: 10.1038/s41416-020-01038-6] [Citation(s) in RCA: 431] [Impact Index Per Article: 143.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2019] [Revised: 07/16/2020] [Accepted: 08/03/2020] [Indexed: 02/06/2023] Open
Abstract
There are well-established disparities in cancer incidence and outcomes by race/ethnicity that result from the interplay between structural, socioeconomic, socio-environmental, behavioural and biological factors. However, large research studies designed to investigate factors contributing to cancer aetiology and progression have mainly focused on populations of European origin. The limitations in clinicopathological and genetic data, as well as the reduced availability of biospecimens from diverse populations, contribute to the knowledge gap and have the potential to widen cancer health disparities. In this review, we summarise reported disparities and associated factors in the United States of America (USA) for the most common cancers (breast, prostate, lung and colon), and for a subset of other cancers that highlight the complexity of disparities (gastric, liver, pancreas and leukaemia). We focus on populations commonly identified and referred to as racial/ethnic minorities in the USA-African Americans/Blacks, American Indians and Alaska Natives, Asians, Native Hawaiians/other Pacific Islanders and Hispanics/Latinos. We conclude that even though substantial progress has been made in understanding the factors underlying cancer health disparities, marked inequities persist. Additional efforts are needed to include participants from diverse populations in the research of cancer aetiology, biology and treatment. Furthermore, to eliminate cancer health disparities, it will be necessary to facilitate access to, and utilisation of, health services to all individuals, and to address structural inequities, including racism, that disproportionally affect racial/ethnic minorities in the USA.
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Affiliation(s)
- Valentina A Zavala
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Paige M Bracci
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
| | - John M Carethers
- Departments of Internal Medicine and Human Genetics, and Rogel Cancer Center, University of Michigan, Ann Arbor, MI, USA
| | - Luis Carvajal-Carmona
- University of California Davis Comprehensive Cancer Center and Department of Biochemistry and Molecular Medicine, School of Medicine, University of California Davis, Sacramento, CA, USA
- Genome Center, University of California Davis, Davis, CA, USA
| | | | - Marcia R Cruz-Correa
- Department of Cancer Biology, University of Puerto Rico Comprehensive Cancer Center, San Juan, Puerto Rico
| | - Melissa Davis
- Division of Breast Surgery, Department of Surgery, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA
| | - Adam J de Smith
- Center for Genetic Epidemiology, University of Southern California Keck School of Medicine, Los Angeles, CA, USA
| | - Julie Dutil
- Cancer Biology Division, Ponce Research Institute, Ponce Health Sciences University, Ponce, Puerto Rico
| | - Jane C Figueiredo
- Samuel Oschin Comprehensive Cancer Institute, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Rena Fox
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Kristi D Graves
- Department of Oncology, Lombardi Comprehensive Cancer Center, Georgetown University, Washington, DC, USA
| | - Scarlett Lin Gomez
- Department of Epidemiology and Biostatistics, University of California, San Francisco, San Francisco, CA, USA
- Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Andrea Llera
- Laboratorio de Terapia Molecular y Celular, IIBBA, Fundación Instituto Leloir, CONICET, Buenos Aires, Argentina
| | - Susan L Neuhausen
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, CA, USA
| | - Lisa Newman
- Division of Breast Surgery, Department of Surgery, NewYork-Presbyterian/Weill Cornell Medical Center, New York, NY, USA
- Interdisciplinary Breast Program, New York-Presbyterian/Weill Cornell Medical Center, New York, NY, USA
| | - Tung Nguyen
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Julie R Palmer
- Slone Epidemiology Center at Boston University, Boston, MA, USA
| | - Nynikka R Palmer
- Department of Medicine, Zuckerberg San Francisco General Hospital and Trauma Center, University of California, San Francisco, San Francisco, CA, USA
| | - Eliseo J Pérez-Stable
- Division of Intramural Research, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
- Office of the Director, National Institute on Minority Health and Health Disparities, National Institutes of Health, Bethesda, MD, USA
| | - Sorbarikor Piawah
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
- Division of Hematology/Oncology, Department of Medicine, University of California San Francisco, San Francisco, CA, USA
| | - Erik J Rodriquez
- Division of Intramural Research, National Heart, Lung and Blood Institute, National Institutes of Health, Bethesda, MD, USA
| | | | - Stephanie L Schmit
- Department of Cancer Epidemiology, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA
| | - Silvia J Serrano-Gomez
- Grupo de investigación en biología del cáncer, Instituto Nacional de Cancerología, Bogotá, Colombia
| | - Mariana C Stern
- Departments of Preventive Medicine and Urology, Keck School of Medicine of USC, Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA
| | - Jeffrey Weitzel
- Department of Population Sciences, Beckman Research Institute of City of Hope, Duarte, CA, USA
- Department of Medical Oncology and Therapeutics Research, City of Hope Comprehensive Cancer Center, Duarte, CA, USA
| | - Jun J Yang
- Department of Pharmaceutical Sciences, Department of Oncology, St. Jude Children's Research Hospital, Memphis, TN, USA
| | - Jovanny Zabaleta
- Department of Pediatrics and Stanley S. Scott Cancer Center LSUHSC, New Orleans, LA, USA
| | - Elad Ziv
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA
| | - Laura Fejerman
- Division of General Internal Medicine, Department of Medicine, University of California, San Francisco, San Francisco, CA, USA.
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Ceballos RM, Hohl SD, Molina Y, Hempstead B, Thompson-Dodd J, Weatherby S, Malen RC. Oncology provider and African-American breast cancer survivor perceptions of the emotional experience of transitioning to survivorship. J Psychosoc Oncol 2020; 39:35-53. [PMID: 32400316 DOI: 10.1080/07347332.2020.1752880] [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: 01/03/2023]
Abstract
PURPOSE To examine the emotional experience of African American breast cancer survivors (BCS), and the information exchange between providers and patients, during transitioning to post-treatment survivorship. RESEARCH APPROACH We conducted a qualitative study using interviews and focus groups. PARTICIPANTS We sought perspectives of oncology providers (n = 27) and African-American breast cancer survivors (BCS) (n = 45) who provided and received care in three counties in Washington State. METHODS African-American community consultants conducted interviews and focus groups. Thematic coding and constant comparison were applied to identify emergent themes. FINDINGS Participants reported emotional health information and support were needed but not consistently provided, resulting in a sense of survivor isolation. Systemic challenges limited providers' ability to deliver emotional support information. Survivors and providers expressed similar understandings of the emotional impact of transition, but each group highlighted different, yet complementary priorities to address emotional needs of African-American BCS. CONCLUSIONS There is congruence between African-American BCS and oncology providers perceptions of the emotional experience of transitioning to post-treatment survivorship, but patients are not receiving adequate information and resources to help them adequately address their emotional needs. IMPLICATIONS FOR POLICY Improved care continuity, team-based approaches, and partnerships between health systems and community organization partnerships may help patients and providers recognize and address emotional needs during the transition.
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Affiliation(s)
- Rachel M Ceballos
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
| | - Sarah D Hohl
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA.,Department of Health Services, University of Washington, Seattle, Washington, USA
| | - Yamile Molina
- School of Public Health, University of Illinois-Chicago, Chicago, Illinois, USA
| | | | | | | | - Rachel C Malen
- Division of Public Health Sciences, Fred Hutchinson Cancer Research Center, Seattle, Washington, USA
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23
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Cao L, Wang M, Dong Y, Xu B, Chen J, Ding Y, Qiu S, Li L, Karamfilova Zaharieva E, Zhou X, Xu Y. Circular RNA circRNF20 promotes breast cancer tumorigenesis and Warburg effect through miR-487a/HIF-1α/HK2. Cell Death Dis 2020; 11:145. [PMID: 32094325 PMCID: PMC7039970 DOI: 10.1038/s41419-020-2336-0] [Citation(s) in RCA: 167] [Impact Index Per Article: 41.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Revised: 02/04/2020] [Accepted: 02/05/2020] [Indexed: 01/03/2023]
Abstract
Compelling evidence has demonstrated the potential functions of circular RNAs (circRNAs) in breast cancer (BC) tumorigenesis. Nevertheless, the underlying mechanism by which circRNAs regulate BC progression is still unclear. The purpose of present research was to investigate the novel circRNA circRNF20 (hsa_circ_0087784) and its role in BC. CircRNA microarray sequencing revealed that circRNF20 was one of the upregulated transcripts in BC samples. Increased circRNF20 level predicted the poor clinical outcome in BC specimens. Functionally, circRNF20 promoted the proliferation and Warburg effect (aerobic glycolysis) of BC cells. Mechanistically, circRNF20 harbor miR-487a, acting as miRNA sponge, and then miR-487a targeted the 3'-UTR of hypoxia-inducible factor-1α (HIF-1α). Moreover, HIF-1α could bind with the promoter of hexokinase II (HK2) and promoted its transcription. In conclusion, this finding illustrates the vital roles of circRNF20 via the circRNF20/ miR-487a/HIF-1α/HK2 axis in breast cancer progress and Warburg effect, providing an interesting insight for the BC tumorigenesis.
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Affiliation(s)
- Lili Cao
- Department of Oncology, Zibo Central Hospital, Zibo, 255020, China
| | - Min Wang
- Department of Oncology, Zibo Central Hospital, Zibo, 255020, China
| | - Yujin Dong
- Department of Oncology, Zibo Central Hospital, Zibo, 255020, China
| | - Bo Xu
- Department of Oncology, Zibo Central Hospital, Zibo, 255020, China
| | - Ju Chen
- Department of Ultrasound, Zibo Central Hospital, Zibo, 255020, China
| | - Yu Ding
- Department of Breast and Thyroid Surgery, Zibo Key laboratory of Breast cancer Individualized diagnosis, treatment and transformation, Zibo Central Hospital, Zibo, 255020, China
| | - Shusheng Qiu
- Department of Breast and Thyroid Surgery, Zibo Key laboratory of Breast cancer Individualized diagnosis, treatment and transformation, Zibo Central Hospital, Zibo, 255020, China
| | - Liang Li
- Department of Breast and Thyroid Surgery, Zibo Key laboratory of Breast cancer Individualized diagnosis, treatment and transformation, Zibo Central Hospital, Zibo, 255020, China
| | - Elena Karamfilova Zaharieva
- Department of Experimental Oncology, Research Institute for Radiation Biology and Medicine, Hiroshima University, Hiroshima, 734-8553, Japan
| | - Xinwen Zhou
- School of Radiation Medicine and Protection, Medical College of Soochow University, Suzhou, 215123, China
| | - Yanbin Xu
- Department of Breast and Thyroid Surgery, Zibo Key laboratory of Breast cancer Individualized diagnosis, treatment and transformation, Zibo Central Hospital, Zibo, 255020, China.
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