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Diao K, Lei X, He W, Jagsi R, Giordano SH, Smith GL, Caudle A, Shen Y, Peterson SK, Smith BD. Racial and Ethnic Differences in Long-Term Adverse Radiation Therapy Effects Among Breast Cancer Survivors. Int J Radiat Oncol Biol Phys 2024; 118:626-631. [PMID: 37751792 DOI: 10.1016/j.ijrobp.2023.09.023] [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: 07/05/2023] [Revised: 08/24/2023] [Accepted: 09/14/2023] [Indexed: 09/28/2023]
Abstract
PURPOSE Breast and skin changes are underrecognized side effects of radiation therapy for breast cancer, which may have long-term implications for quality of life (QOL). Racial and ethnic disparities in breast cancer outcomes, including long-term QOL differences after breast radiation therapy, are poorly understood. METHODS AND MATERIALS We conducted a cross-sectional survey study of patients from the Texas Cancer Registry who received diagnoses of stage 0-II breast cancer from 2009 to 2014 and treated with lumpectomy and radiation therapy; 2770 patients were sampled and 631 responded (23%). The BREAST-Q Adverse Effects of Radiation overall score and subindices measured the effect of radiation therapy on breast tissue. Multivariable logistic regression evaluated associations of demographic and treatment characteristics with outcomes. RESULTS The median age was 57 years (IQR, 48-65), median time from diagnosis to survey response 9 years (IQR, 7-10), and the cohort included 62 Asian American or Pacific Islander (9.8%), 11 American Indian or Alaskan Native (AIAN) (1.7%), 161 Black (25.5%), 144 Hispanic (22.8%), and 253 White (40.1%) patients. Mean BREAST-Q Adverse Effects of Radiation score was worse for AIAN patients (-22.2; 95% CI, -39.9 to -4.6; P = .01), Black patients (-10.8; 95% CI, -16.1 to -5.5; P < .001), and Hispanic patients (-7.8; 95% CI, -13.0 to -2.5; P = .004) compared with White patients, age <50 compared with ≥65 (effect size -8.6; 95% CI, -14.0 to -3.2; P = .002), less than a college education (-5.8; 95% CI, -10.0 to -1.6; P = .01), bra cup size of D/E versus A/B (-5.3; 95% CI, -9.9 to -0.65; P = .03), and current smokers (-11.3; 95% CI, -18.3 to -4.2; P = .002). AIAN, Black, and Hispanic patients reported worse changes in skin pigmentation, telangiectasias, dryness, soreness, and/or irritation compared with White patients. CONCLUSIONS AIAN, Black, and Hispanic patients reported substantially worse long-term breast and skin QOL outcomes after radiation therapy. Additional work is needed to understand these differences and how to alleviate them.
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Affiliation(s)
- Kevin Diao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiudong Lei
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Weiguo He
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Reshma Jagsi
- Department of Radiation Oncology, Emory University, Atlanta, Georgia
| | - Sharon H Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Grace L Smith
- Department of Gastrointestinal Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Abigail Caudle
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Yu Shen
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Susan K Peterson
- Department of Behavioral Sciences, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Benjamin D Smith
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas; Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas.
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Hassan AM, Asaad M, Morris N, Kumar S, Liu J, Mitchell MP, Shuck JW, Clemens MW, Butler CE, Selber JC. Subpectoral Implant Placement Is Not Protective against Postmastectomy Radiotherapy-Related Complications Compared to Prepectoral Placement. Plast Reconstr Surg 2024; 153:24-33. [PMID: 37010459 DOI: 10.1097/prs.0000000000010489] [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] [Indexed: 04/04/2023]
Abstract
BACKGROUND Postmastectomy radiotherapy (PMRT) is associated with altered cosmetic outcomes and higher complication rates in implant-based breast reconstruction (IBR). Conventional wisdom suggests that muscle coverage is somewhat protective against PMRT-related complications. In this study, the authors compared surgical outcomes in patients who underwent two-stage prepectoral versus subpectoral IBR in the setting of PMRT. METHODS The authors performed a retrospective cohort study of patients who underwent mastectomy and PMRT with two-stage IBR from 2016 to 2019. The primary outcome was breast-related complications, including device infection; the secondary outcome was device explantation. RESULTS The authors identified 179 reconstructions (101 prepectoral and 78 subpectoral) in 172 patients with a mean follow-up time of 39.7 ± 14.4 months. There were no differences between the prepectoral and subpectoral reconstructions in rates of breast-related complications (26.7% and 21.8%, respectively; P = 0.274), device infection (18.8% and 15.4%, respectively; P = 0.307), skin flap necrosis (5.0% and 1.3%, respectively; P = 0.232), or device explantation (20.8% and 14.1%, respectively; P = 0.117). In adjusted models, compared with prepectoral device placement, subpectoral device placement was not associated with a lower risk of breast-related complications [hazard ratio (HR), 0.75; 95% confidence interval (CI), 0.41 to 1.36], device infection (HR, 0.73; 95% CI, 0.35 to 1.49), or device explantation (HR, 0.58; 95% CI, 0.28 to 1.19). CONCLUSIONS Device placement plane was not predictive of complication rates in IBR in the setting of PMRT. Two-stage prepectoral IBR provides safe long-term outcomes with acceptable postoperative complication rates comparable to those with subpectoral IBR, even in the setting of PMRT. CLINICAL QUESTION/LEVEL OF EVIDENCE Therapeutic, III.
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Affiliation(s)
- Abbas M Hassan
- From the Departments of Plastic and Reconstructive Surgery
| | - Malke Asaad
- From the Departments of Plastic and Reconstructive Surgery
| | | | | | - Jun Liu
- From the Departments of Plastic and Reconstructive Surgery
| | | | - John W Shuck
- From the Departments of Plastic and Reconstructive Surgery
| | - Mark W Clemens
- From the Departments of Plastic and Reconstructive Surgery
| | | | - Jesse C Selber
- From the Departments of Plastic and Reconstructive Surgery
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Jia B, Lim D, Zhang Y, Dong C, Feng Z. Global research trends in radiotherapy for breast cancer: a systematic bibliometric analysis. Jpn J Radiol 2023; 41:648-659. [PMID: 36607552 DOI: 10.1007/s11604-022-01383-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2022] [Accepted: 12/26/2022] [Indexed: 01/07/2023]
Abstract
PURPOSE Breast cancer is the most common malignant tumor in women. Radiotherapy (RT) is an important adjunctive therapy for breast cancer, but the current international research trend of RT in breast cancer treatment and management is unclear. This bibliometric analysis was conducted to investigate the current trends and hot topics in this area. MATERIALS AND METHODS The Web of Science Core Collection (WoSCC; Clarivate) database was searched, VOSviewer 1.6.18 and CiteSpace 6.1.R2 software were employed for the quantitative and qualitative analysis. RESULTS 12,268 publications were included in this bibliometric analysis. There was an increasing trend of publications and international collaborations in the topic. The United States and The University of Texas MD Anderson Cancer Center were the most productive countries and institutions, respectively. The analysis of journals showed researches focused on both basic and clinical medicine on breast cancer RT. Park Won published the most papers and Fisher B had the most co-citations. The most co-cited paper was published in the Lancet. Survival, risk, chemotherapy, mastectomy, and surgery were regarded as current research hotspots through the analysis of keywords. CONCLUSION Through quantitative and qualitative bibliometric analyses, this study provides insights into the research trends and potential research hotspots on breast cancer RT.
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Affiliation(s)
- Beidi Jia
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Jinan, 250012, Shandong, China
| | - David Lim
- School of Health Sciences, Western Sydney University, Campbelltown, NSW, Australia
- College of Medicine and Public Health, Flinders University, Bedford Park, SA, Australia
| | - Yisha Zhang
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Jinan, 250012, Shandong, China
| | - Chao Dong
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Jinan, 250012, Shandong, China
| | - Zhihui Feng
- Department of Occupational Health and Occupational Medicine, School of Public Health, Cheeloo College of Medicine, Shandong University, 44 Wenhua Xi Road, Jinan, 250012, Shandong, China.
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The Normal, the Radiosensitive, and the Ataxic in the Era of Precision Radiotherapy: A Narrative Review. Cancers (Basel) 2022; 14:cancers14246252. [PMID: 36551737 PMCID: PMC9776433 DOI: 10.3390/cancers14246252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/06/2022] [Accepted: 12/09/2022] [Indexed: 12/23/2022] Open
Abstract
(1) Background: radiotherapy is a cornerstone of cancer treatment. When delivering a tumoricidal dose, the risk of severe late toxicities is usually kept below 5% using dose-volume constraints. However, individual radiation sensitivity (iRS) is responsible (with other technical factors) for unexpected toxicities after exposure to a dose that induces no toxicity in the general population. Diagnosing iRS before radiotherapy could avoid unnecessary toxicities in patients with a grossly normal phenotype. Thus, we reviewed iRS diagnostic data and their impact on decision-making processes and the RT workflow; (2) Methods: following a description of radiation toxicities, we conducted a critical review of the current state of the knowledge on individual determinants of cellular/tissue radiation; (3) Results: tremendous advances in technology now allow minimally-invasive genomic, epigenetic and functional testing and a better understanding of iRS. Ongoing large translational studies implement various tests and enriched NTCP models designed to improve the prediction of toxicities. iRS testing could better support informed radiotherapy decisions for individuals with a normal phenotype who experience unusual toxicities. Ethics of medical decisions with an accurate prediction of personalized radiotherapy's risk/benefits and its health economics impact are at stake; (4) Conclusions: iRS testing represents a critical unmet need to design personalized radiotherapy protocols relying on extended NTCP models integrating iRS.
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Mališić E, Petrović N, Brengues M, Azria D, Matić IZ, Srbljak Ćuk I, Kopčalić K, Stanojković T, Nikitović M. Association of polymorphisms in TGFB1, XRCC1, XRCC3 genes and CD8 T-lymphocyte apoptosis with adverse effect of radiotherapy for prostate cancer. Sci Rep 2022; 12:21306. [PMID: 36494413 PMCID: PMC9734114 DOI: 10.1038/s41598-022-25328-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2022] [Accepted: 11/28/2022] [Indexed: 12/13/2022] Open
Abstract
The genetic background of each person might affect the severity of radiotherapy (RT)-induced normal tissue toxicity. The aim of study was to evaluate the influence of TGFB1 C-509T and Leu10Pro, XRCC1 Arg280His and XRCC3 Thr241Met polymorphisms as well as the level of radiation-induced CD8 T-lymphocyte apoptosis (RILA) on adverse effects of RT for prostate cancer (PCa). The study included 88 patients with localized or locally advanced PCa who were treated with RT. The polymorphisms were determined by PCR-RFLP analysis on DNA from peripheral blood mononuclear cells. RILA values were measured by flow cytometry. We found that CT genotype of TGFB1 C-509T could be protective biomarker for acute genitourinary (GU) and gastrointestinal (GI) radiotoxicity, while Thr variant of XRCC3 Thr241Met could predict the risk for acute GU radiotoxicity. Correlation between RILA values and toxicity was not detected. Univariate logistic regression analysis showed that Gleason score and risk group were risk factors for late GU, while for late GI radiotoxicity it was diabetes mellitus type 2. However, in multivariate model those were not proven to be significant and independent risk factors. Identification of assays combination predicting individual radiosensitivity is a crucial step towards personalized RT approach.
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Affiliation(s)
- Emina Mališić
- grid.418584.40000 0004 0367 1010Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11 000 Belgrade, Serbia
| | - Nina Petrović
- grid.418584.40000 0004 0367 1010Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11 000 Belgrade, Serbia ,grid.7149.b0000 0001 2166 9385“VINČA“ Institute of Nuclear Sciences-National Institute of the Republic of Serbia, University of Belgrade, Belgrade, Serbia
| | - Muriel Brengues
- grid.121334.60000 0001 2097 0141IRCM, INSERM, University Montpellier, ICM, Montpellier, France
| | - David Azria
- grid.121334.60000 0001 2097 0141IRCM, INSERM, University Montpellier, ICM, Montpellier, France
| | - Ivana Z. Matić
- grid.418584.40000 0004 0367 1010Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11 000 Belgrade, Serbia
| | - Ivana Srbljak Ćuk
- grid.418584.40000 0004 0367 1010Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11 000 Belgrade, Serbia
| | - Katarina Kopčalić
- grid.418584.40000 0004 0367 1010Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia
| | - Tatjana Stanojković
- grid.418584.40000 0004 0367 1010Department of Experimental Oncology, Institute for Oncology and Radiology of Serbia, Pasterova 14, 11 000 Belgrade, Serbia
| | - Marina Nikitović
- grid.418584.40000 0004 0367 1010Department of Radiation Oncology, Institute for Oncology and Radiology of Serbia, Belgrade, Serbia ,grid.7149.b0000 0001 2166 9385Faculty of Medicine, University of Belgrade, Belgrade, Serbia
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Kim LN, Rubenstein RN, Chu JJ, Allen RJ, Mehrara BJ, Nelson JA. Noninvasive Systemic Modalities for Prevention of Head and Neck Radiation-Associated Soft Tissue Injury: A Narrative Review. J Reconstr Microsurg 2022; 38:621-629. [PMID: 35213927 PMCID: PMC9402815 DOI: 10.1055/s-0042-1742731] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
BACKGROUND Radiation-associated soft tissue injury is a potentially devastating complication for head and neck cancer patients. The damage can range from minor sequelae such as xerostomia, which requires frequent daily maintenance, to destructive degenerative processes such as osteoradionecrosis, which can contribute to flap failure and delay or reverse oral rehabilitation. Despite the need for effective radioprotectants, the literature remains sparse, primarily focused on interventions beyond the surgeon's control, such as maintenance of good oral hygiene or modulation of radiation dose. METHODS This narrative review aggregates and explores noninvasive, systemic treatment modalities for prevention or amelioration of radiation-associated soft tissue injury. RESULTS We highlighted nine modalities with the most clinical potential, which include amifostine, melatonin, palifermin, hyperbaric oxygen therapy, photobiomodulation, pentoxifylline-tocopherol-clodronate, pravastatin, transforming growth factor-β modulators, and deferoxamine, and reviewed the benefits and limitations of each modality. Unfortunately, none of these modalities are supported by strong evidence for prophylaxis against radiation-associated soft tissue injury. CONCLUSION While we cannot endorse any of these nine modalities for immediate clinical use, they may prove fruitful areas for further investigation.
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Affiliation(s)
- Leslie N. Kim
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Robyn N. Rubenstein
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jacqueline J. Chu
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Robert J. Allen
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Babak J. Mehrara
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
| | - Jonas A. Nelson
- Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, New York
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Espenel S, Chargari C, Blanchard P, Bockel S, Morel D, Rivera S, Levy A, Deutsch E. Practice changing data and emerging concepts from recent radiation therapy randomised clinical trials. Eur J Cancer 2022; 171:242-258. [PMID: 35779346 DOI: 10.1016/j.ejca.2022.04.038] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 04/19/2022] [Accepted: 04/29/2022] [Indexed: 11/11/2022]
Abstract
INTRODUCTION Oncology treatments are constantly and rapidly evolving. We aimed at highlighting the latest radiation therapy practice changing trials and emerging concepts, through an overview of recent randomised clinical trials (RCTs). MATERIALS AND METHODS Requests were performed in the Medline database to identify all publications reporting radiation therapy RCTs from 2018 to 2021. RESULTS Recent RCTs sustained the role of newer combinatorial strategies through radioimmunotherapy for early stage or metastatic lung cancer, newer pro-apoptotic agents (e.g. debio 1143 in locoregionally advanced head and neck squamous cell carcinoma) or nanoparticles (e.g. NBTXR3 in locally advanced soft-tissue sarcoma). High-tech radiotherapy allows intensifying treatments and gaining ground in some indications through the development of stereotactic body radiotherapy for example. First randomised evidence on personalised radiation therapy through imaging-based (18FDG positron emission tomography-computed tomography for lung cancer or early stage unfavourable Hodgkin lymphoma, PMSA positron emission tomography-computed tomography or magnetic resonance imaging for high-risk prostate cancer) or biological biomarkers (PSA for prostate cancer, HPV for head and neck cancer, etc) were conducted to more tailored treatments, with more favourable outcomes. Patients' quality of life and satisfaction appeared to be increasing aims. RCTs have validated (ultra)hypofractionated schemes in many indications as for breast, prostate or rectal cancer, resulting in equivalent outcomes and toxicities, more convenient for patients and favouring shared decision making. CONCLUSION Radiation therapy is a dynamic field of research, and many RCTs have greatly impacted therapeutic standards over the last years. Investments in radiotherapy research should facilitate the transfer of innovation to clinic.
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Affiliation(s)
- Sophie Espenel
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France.
| | - Cyrus Chargari
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France; Institut de Recherche Biomédicale des Armées, F-91220, Brétigny sur Orge, France.
| | - Pierre Blanchard
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France; Université Paris-Saclay, Faculté de Médecine, F-94270, Le Kremlin Bicêtre, France; Oncostat, Inserm U-1018, F-94805, Villejuif, France.
| | - Sophie Bockel
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France.
| | - Daphne Morel
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France.
| | - Sofia Rivera
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France; Université Paris-Saclay, Inserm U-1030, Laboratoire de Radiothérapie Moléculaire et d'Innovation Thérapeutique, F-94805, Villejuif, France.
| | - Antonin Levy
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France; Université Paris-Saclay, Faculté de Médecine, F-94270, Le Kremlin Bicêtre, France; Université Paris-Saclay, Inserm U-1030, Laboratoire de Radiothérapie Moléculaire et d'Innovation Thérapeutique, F-94805, Villejuif, France.
| | - Eric Deutsch
- Gustave Roussy, Département de Radiothérapie, F-94805, Villejuif, France; Université Paris-Saclay, Faculté de Médecine, F-94270, Le Kremlin Bicêtre, France; Université Paris-Saclay, Inserm U-1030, Laboratoire de Radiothérapie Moléculaire et d'Innovation Thérapeutique, F-94805, Villejuif, France.
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Jagsi R, Griffith KA, Vicini F, Boike T, Dominello M, Gustafson G, Hayman JA, Moran JM, Radawski JD, Walker E, Pierce L. Identifying Patients Whose Symptoms Are Underrecognized During Treatment With Breast Radiotherapy. JAMA Oncol 2022; 8:887-894. [PMID: 35446337 PMCID: PMC9026246 DOI: 10.1001/jamaoncol.2022.0114] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2023]
Abstract
Importance Understanding whether physicians accurately detect symptoms in patients with breast cancer is important because recognition of symptoms facilitates supportive care, and clinical trials often rely on physician assessments using Common Toxicity Criteria for Adverse Events (CTCAE). Objective To compare the patient-reported outcomes (PROs) of patients with breast cancer who received radiotherapy from January 1, 2012, to March 31, 2020, with physicians' CTCAE assessments to assess underrecognition of symptoms. Design, Setting, and Participants This cohort study included a total of 29 practices enrolled in the Michigan Radiation Oncology Quality Consortium quality initiative. Of 13 725 patients with breast cancer who received treatment with radiotherapy after undergoing lumpectomy, 9941 patients (72.4%) completed at least 1 PRO questionnaire during treatment with radiotherapy and were evaluated for the study. Of these, 9868 patients (99.3%) were matched to physician CTCAE assessments that were completed within 3 days of the PRO questionnaires. Exposures Patient and physician ratings of 4 symptoms (pain, pruritus, edema, and fatigue) were compared. Main Outcomes and Measures We used multilevel multivariable logistic regression to evaluate factors associated with symptom underrecognition, hypothesizing that it would be more common in racial and ethnic minority groups. Results Of 9941 patients, all were female, 1655 (16.6%) were Black, 7925 (79.7%) were White, and 361 (3.6%) had Other race and ethnicity (including American Indian/Alaska Native, Arab/Middle Eastern, and Asian), either as self-reported or as indicated in the electronic medical record. A total of 1595 (16.0%) were younger than 50 years, 2874 (28.9%) were age 50 to 59 years, 3353 (33.7%) were age 60 to 69 years, and 2119 (21.3%) were 70 years or older. Underrecognition of symptoms existed in 2094 of 6781 (30.9%) observations of patient-reported moderate/severe pain, 748 of 2039 observations (36.7%) of patient-reported frequent pruritus, 2309 of 4492 observations (51.4%) of patient-reported frequent edema, and 390 of 2079 observations (18.8%) of patient-reported substantial fatigue. Underrecognition of at least 1 symptom occurred at least once for 2933 of 5510 (53.2%) of those who reported at least 1 substantial symptom. Factors independently associated with underrecognition were younger age (younger than 50 years compared with 60-69 years: odds ratio [OR], 1.35; 95% CI, 1.14-1.59; P < .001; age 50-59 years compared with 60-69 years: OR, 1.19; 95% CI, 1.03-1.37; P = .02), race (Black individuals compared with White individuals: OR, 1.56; 95% CI 1.30-1.88; P < .001; individuals with Other race or ethnicity compared with White individuals: OR, 1.52; 95% CI, 1.12-2.07; P = .01), conventional fractionation (OR, 1.26; 95% CI, 1.10-1.45; P = .002), male physician sex (OR, 1.54; 95% CI, 1.20-1.99; P = .002), and 2-field radiotherapy (without a supraclavicular field) (OR, 0.80; 95% CI, 0.67-0.97; P = .02). Conclusions and Relevance The results of this cohort study suggest that PRO collection may be essential for trials because relying on the CTCAE to detect adverse events may miss important symptoms. Moreover, since physicians in this study systematically missed substantial symptoms in certain patients, including younger patients and Black individuals or those of Other race and ethnicity, improving symptom detection may be a targetable mechanism to reduce disparities.
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Affiliation(s)
- Reshma Jagsi
- Department of Radiation Oncology, Center for Bioethics and Social Sciences in Medicine, University of Michigan, Ann Arbor
| | | | | | | | | | | | - James A Hayman
- Radiation Oncology Clinical Division, University of Michigan, Ann Arbor.,Michigan Radiation Oncology Quality Consortium
| | - Jean M Moran
- Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, New York
| | | | - Eleanor Walker
- Department of Radiation Oncology, Henry Ford Health System, Detroit, Michigan
| | - Lori Pierce
- Michigan Radiation Oncology Quality Consortium.,Department of Radiation Oncology, University of Michigan, Ann Arbor
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Liu H, Zhao Y, Wu Y, Yan Y, Zhao X, Wei Q, Ma B. NF-κB-Dependent Snail Expression Promotes Epithelial-Mesenchymal Transition in Mastitis. Animals (Basel) 2021; 11:ani11123422. [PMID: 34944199 PMCID: PMC8698035 DOI: 10.3390/ani11123422] [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: 10/18/2021] [Revised: 11/19/2021] [Accepted: 11/25/2021] [Indexed: 11/23/2022] Open
Abstract
Simple Summary Mastitis is a common and important clinical disease in ruminants, resulting in decreased milk production, infertility and delayed conception. If not treated promptly, mastitis may result in fibrotic mastitis. Although epithelial–mesenchymal transition (EMT) is a typical characteristic of fibrotic diseases, the relationship between EMT and mastitis remains largely unknown. NF-κB and Snail are key regulators of the EMT. In the present study, we found that lipopolysaccharide (LPS) induced EMT in primary goat mammary epithelial cells (GMECs). Additionally, the expression of Snail was induced by LPS and was inhibited by the suppression of the TLR4/NF-κB signaling pathway. The knockdown of Snail alleviated LPS-induced EMT and altered the expression of inflammatory cytokines. Finally, we found that the expression of key molecules of the TLR4/NF-κB/Snail signaling pathway was increased in mastitic tissues. This study provides evidence that LPS induces EMT in GMECs through the TLR4/NF-κB/Snail signaling pathway and lays a theoretical foundation for further exploration of the pathological mechanism and treatment of mastitis. Abstract Mastitis is a common and important clinical disease in ruminants. This may be associated with inflammatory fibrosis if not treated promptly. Inflammation-derived fibrosis is usually accompanied by epithelial–mesenchymal transition (EMT) in epithelial cells. However, the precise molecular mechanism underlying mastitis-induced fibrosis remains unclear. Nuclear factor kappa-B (NF-κB) and Snail are key regulators of EMT. In this study, primary goat mammary epithelial cells (GMECs) were treated with 10 μg/mL lipopolysaccharide (LPS) for 14 d to mimic the in vivo mastitis environment. After LPS treatment, the GMECs underwent mesenchymal morphological transformation and expressed mesenchymal cell markers. Snail expression was induced by LPS and was inhibited by suppression of the TLR4/NF-κB signaling pathway. Snail knockdown alleviated LPS-induced EMT and altered the expression of inflammatory cytokines. Finally, we found that the expression of key molecules of the TLR4/NF-κB/Snail signaling pathway was increased in mastitis tissues. These results suggest that Snail plays a vital role in LPS-induced EMT in GMECs and that the mechanism is dependent on the activation of the TLR4/NF-κB signaling pathway.
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Affiliation(s)
- Haokun Liu
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Ying Zhao
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Yanfang Wu
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Yutong Yan
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Xiaoe Zhao
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
| | - Qiang Wei
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
- Correspondence: (Q.W.); (B.M.)
| | - Baohua Ma
- College of Veterinary Medicine, Northwest A&F University, Yangling, Xianyang 712100, China; (H.L.); (Y.Z.); (Y.W.); (Y.Y.); (X.Z.)
- Key Laboratory of Animal Biotechnology, Ministry of Agriculture and Rural Affairs, Northwest A&F University, Yangling, Xianyang 712100, China
- Correspondence: (Q.W.); (B.M.)
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10
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Guhlich M, Hubert L, Mergler CPN, Rave-Fraenk M, Dröge LH, Leu M, Schmidberger H, Rieken S, Hille A, Schirmer MA. Identification of Risk Loci for Radiotoxicity in Prostate Cancer by Comprehensive Genotyping of TGFB1 and TGFBR1. Cancers (Basel) 2021; 13:cancers13215585. [PMID: 34771749 PMCID: PMC8582951 DOI: 10.3390/cancers13215585] [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: 09/30/2021] [Revised: 11/02/2021] [Accepted: 11/04/2021] [Indexed: 11/16/2022] Open
Abstract
Genetic variability in transforming growth factor beta pathway (TGFB) was suggested to affect adverse events of radiotherapy. We investigated comprehensive variability in TGFB1 (gene coding for TGFβ1 ligand) and TGFBR1 (TGFβ receptor-1) in relation to radiotoxicity. Prostate cancer patients treated with primary radiotherapy (n = 240) were surveyed for acute and late toxicity. Germline polymorphisms (n = 40) selected to cover the common genetic variability in TGFB1 and TGFBR1 were analyzed in peripheral blood cells. Human lymphoblastoid cell lines (LCLs) were used to evaluate a possible impact of TGFB1 and TGFBR1 genetic polymorphisms to DNA repair capacity following single irradiation with 3 Gy. Upon adjustment for multiplicity testing, rs10512263 in TGFBR1 showed a statistically significant association with acute radiation toxicity. Carriers of the Cytosine (C)-variant allele (n = 35) featured a risk ratio of 2.17 (95%-CI 1.41-3.31) for acute toxicity ≥ °2 compared to Thymine/Thymine (TT)-wild type individuals (n = 205). Reduced DNA repair capacity in the presence of the C-allele of rs10512263 might be a mechanistic explanation as demonstrated in LCLs following irradiation. The risk for late radiotoxicity was increased by carrying at least two risk genotypes at three polymorphic sites, including Leu10Pro in TGFB1. Via comprehensive genotyping of TGFB1 and TGFBR1, promising biomarkers for radiotoxicity in prostate cancer were identified.
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Affiliation(s)
- Manuel Guhlich
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
| | - Laura Hubert
- Institute of Clinical Pharmacology, University Medical Center Göttingen, 37075 Göttingen, Germany; (L.H.); (C.P.N.M.)
| | | | - Margret Rave-Fraenk
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
| | - Leif Hendrik Dröge
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
| | - Martin Leu
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
| | - Heinz Schmidberger
- Department of Radiation Oncology, University Medical Center of the Johannes Gutenberg University, 55131 Mainz, Germany;
| | - Stefan Rieken
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
| | - Andrea Hille
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
| | - Markus Anton Schirmer
- Clinic of Radiotherapy and Radiation Oncology, University Medical Center Göttingen, Robert-Koch-Str. 40, 37075 Göttingen, Germany; (M.G.); (M.R.-F.); (L.H.D.); (M.L.); (S.R.); (A.H.)
- Institute of Clinical Pharmacology, University Medical Center Göttingen, 37075 Göttingen, Germany; (L.H.); (C.P.N.M.)
- Correspondence: ; Tel.: +49-551-39-64505
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11
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Cargnin S, Barizzone N, Basagni C, Pisani C, Ferrara E, Masini L, D’Alfonso S, Krengli M, Terrazzino S. Targeted Next-Generation Sequencing for the Identification of Genetic Predictors of Radiation-Induced Late Skin Toxicity in Breast Cancer Patients: A Preliminary Study. J Pers Med 2021; 11:jpm11100967. [PMID: 34683108 PMCID: PMC8540941 DOI: 10.3390/jpm11100967] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2021] [Revised: 09/22/2021] [Accepted: 09/23/2021] [Indexed: 01/05/2023] Open
Abstract
Normal tissue radiosensitivity is thought to be influenced by an individual’s genetic background. However, the specific genetic variants underlying the risk of late skin reactions following radiotherapy for breast cancer remain elusive. To unravel the genetic basis for radiation-induced late skin toxicity, we carried out targeted next-generation sequencing of germline DNA samples from 48 breast cancer patients with extreme late skin toxicity phenotypes, consisting of 24 cases with grade 2–3 subcutaneous fibrosis and/or grade 2–3 telangiectasia (LENT-SOMA scales) and 24 controls with grade 0 fibrosis and grade 0 telangiectasia. In this exploratory study, a total of five single-nucleotide variants (SNVs) located in three genes (TP53, ERCC2, and LIG1) reached nominal levels of statistical significance (p < 0.05). In the replication study, which consisted of an additional 45 cases and 192 controls, none of the SNVs identified by targeted NGS achieved nominal replication. Nevertheless, TP53 rs1042522 (G > C, Pro72Arg) in the replication cohort had an effect (OR per C allele: 1.52, 95%CI: 0.82–2.83, p = 0.186) in the same direction as in the exploratory cohort (OR per C allele: 4.70, 95%CI: 1.51–14.6, p = 0.007) and was found be nominally associated to the risk of radiation-induced late skin toxicity in the overall combined cohort (OR per C allele: 1.79, 95%CI: 1.06–3.02, p = 0.028). These results raise the possibility of an association between TP53 rs1042522 and risk of radiation-induced late skin toxicity in breast cancer patients; however, large replication studies are warranted for conclusive evidence.
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Affiliation(s)
- Sarah Cargnin
- Department of Pharmaceutical Sciences, University of Piemonte Orientale, 28100 Novara, Italy;
| | - Nadia Barizzone
- Department of Health Sciences, University of Piemonte Orientale, 28100 Novara, Italy; (N.B.); (C.B.); (S.D.)
| | - Chiara Basagni
- Department of Health Sciences, University of Piemonte Orientale, 28100 Novara, Italy; (N.B.); (C.B.); (S.D.)
| | - Carla Pisani
- Radiation Oncology, University Hospital Maggiore della Carità, 28100 Novara, Italy; (C.P.); (E.F.); (L.M.); (M.K.)
| | - Eleonora Ferrara
- Radiation Oncology, University Hospital Maggiore della Carità, 28100 Novara, Italy; (C.P.); (E.F.); (L.M.); (M.K.)
| | - Laura Masini
- Radiation Oncology, University Hospital Maggiore della Carità, 28100 Novara, Italy; (C.P.); (E.F.); (L.M.); (M.K.)
| | - Sandra D’Alfonso
- Department of Health Sciences, University of Piemonte Orientale, 28100 Novara, Italy; (N.B.); (C.B.); (S.D.)
| | - Marco Krengli
- Radiation Oncology, University Hospital Maggiore della Carità, 28100 Novara, Italy; (C.P.); (E.F.); (L.M.); (M.K.)
- Department of Translational Medicine, University of Piemonte Orientale, 28100 Novara, Italy
| | - Salvatore Terrazzino
- Department of Pharmaceutical Sciences, University of Piemonte Orientale, 28100 Novara, Italy;
- Correspondence:
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12
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Lumniczky K, Impens N, Armengol G, Candéias S, Georgakilas AG, Hornhardt S, Martin OA, Rödel F, Schaue D. Low dose ionizing radiation effects on the immune system. ENVIRONMENT INTERNATIONAL 2021; 149:106212. [PMID: 33293042 PMCID: PMC8784945 DOI: 10.1016/j.envint.2020.106212] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/29/2020] [Revised: 08/20/2020] [Accepted: 09/03/2020] [Indexed: 05/03/2023]
Abstract
Ionizing radiation interacts with the immune system in many ways with a multiplicity that mirrors the complexity of the immune system itself: namely the need to maintain a delicate balance between different compartments, cells and soluble factors that work collectively to protect, maintain, and restore tissue function in the face of severe challenges including radiation damage. The cytotoxic effects of high dose radiation are less relevant after low dose exposure, where subtle quantitative and functional effects predominate that may go unnoticed until late after exposure or after a second challenge reveals or exacerbates the effects. For example, low doses may permanently alter immune fitness and therefore accelerate immune senescence and pave the way for a wide spectrum of possible pathophysiological events, including early-onset of age-related degenerative disorders and cancer. By contrast, the so called low dose radiation therapy displays beneficial, anti-inflammatory and pain relieving properties in chronic inflammatory and degenerative diseases. In this review, epidemiological, clinical and experimental data regarding the effects of low-dose radiation on the homeostasis and functional integrity of immune cells will be discussed, as will be the role of immune-mediated mechanisms in the systemic manifestation of localized exposures such as inflammatory reactions. The central conclusion is that ionizing radiation fundamentally and durably reshapes the immune system. Further, the importance of discovery of immunological pathways for modifying radiation resilience amongst other research directions in this field is implied.
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Affiliation(s)
- Katalin Lumniczky
- National Public Health Centre, Department of Radiation Medicine, Budapest, Albert Florian u. 2-6, 1097, Hungary.
| | - Nathalie Impens
- Belgian Nuclear Research Centre, Biosciences Expert Group, Boeretang 200, 2400 Mol, Belgium.
| | - Gemma Armengol
- Unit of Biological Anthropology, Department of Animal Biology, Plant Biology and Ecology, Faculty of Biosciences, Universitat Autònoma de Barcelona, 08193-Bellaterra, Barcelona, Catalonia, Spain.
| | - Serge Candéias
- Université Grenoble-Alpes, CEA, CNRS, IRIG-LCBM, 38000 Grenoble, France.
| | - Alexandros G Georgakilas
- DNA Damage Laboratory, Physics Department, School of Applied Mathematical and Physical Sciences, National Technical University of Athens (NTUA), Zografou 15780, Athens, Greece.
| | - Sabine Hornhardt
- Federal Office for Radiation Protection (BfS), Ingolstaedter Landstr.1, 85764 Oberschleissheim, Germany.
| | - Olga A Martin
- Peter MacCallum Department of Oncology, The University of Melbourne, Melbourne 3052, Victoria, Australia.
| | - Franz Rödel
- Department of Radiotherapy and Oncology, University Hospital, Goethe University Frankfurt am Main, Theodor-Stern-Kai 7, 60590 Frankfurt am Main, Germany.
| | - Dörthe Schaue
- Department of Radiation Oncology, David Geffen School of Medicine, University of California at Los Angeles (UCLA), Los Angeles, CA 90095-1714, USA.
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13
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Díaz-Gavela AA, Del Cerro Peñalver E, Sanchez García S, Leonardo Guerrero L, Sanz Rosa D, Couñago Lorenzo F. Breast cancer radiotherapy: What physicians need to know in the era of the precision medicine. Breast Dis 2021; 40:1-16. [PMID: 33554881 DOI: 10.3233/bd-201022] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
Breast cancer is the most common cancer in women worldwide and encompasses a broad spectrum of diseases in one with significant epidemiological, clinical, and biological heterogeneity, which determines a different natural history and prognostic profile. Although classical tumour staging (TNM) still provides valuable information, the current reality is that the clinicians must consider other biological and molecular factors that directly influence treatment decision-making. The management of breast cancer has changed radically in the last 15 years due to significant advances in our understanding of these tumours. This knowledge has brought with it a major impact regarding surgical and systemic management and has been practice-changing, but it has also created significant uncertainties regarding how best integrate the radiotherapy treatment into the therapeutic scheme. In parallel, radiotherapy itself has also experienced major advances, new radiobiological concepts have emerged, and genomic data and other patient-specific factors must now be integrated into individualised treatment approaches. In this context, "precision medicine" seeks to provide an answer to these open questions and uncertainties. The aim of the present review is to clarify the meaning of this term and to critically evaluate its role and impact on contemporary breast cancer radiotherapy.
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Affiliation(s)
- Ana Aurora Díaz-Gavela
- Department of Radiation Oncology, Hospital Universitario Quirónsalud Madrid, Madrid, Spain
- Department of Radiation Oncology, Hospital La Luz, Madrid, Spain
- Clinical Department, Faculty of Biomedicine, Universidad Europea, Madrid, Spain
| | - Elia Del Cerro Peñalver
- Department of Radiation Oncology, Hospital Universitario Quirónsalud Madrid, Madrid, Spain
- Department of Radiation Oncology, Hospital La Luz, Madrid, Spain
- Clinical Department, Faculty of Biomedicine, Universidad Europea, Madrid, Spain
| | - Sofía Sanchez García
- Department of Radiation Oncology, Hospital Universitario Quirónsalud Madrid, Madrid, Spain
- Department of Radiation Oncology, Hospital La Luz, Madrid, Spain
| | - Luis Leonardo Guerrero
- Department of Radiation Oncology, Hospital Universitario Quirónsalud Madrid, Madrid, Spain
- Department of Radiation Oncology, Hospital La Luz, Madrid, Spain
| | - David Sanz Rosa
- Clinical Department, Faculty of Biomedicine, Universidad Europea, Madrid, Spain
| | - Felipe Couñago Lorenzo
- Department of Radiation Oncology, Hospital Universitario Quirónsalud Madrid, Madrid, Spain
- Department of Radiation Oncology, Hospital La Luz, Madrid, Spain
- Clinical Department, Faculty of Biomedicine, Universidad Europea, Madrid, Spain
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14
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Jiang M, Yang J, Li K, Liu J, Jing X, Tang M. Insights into the theranostic value of precision medicine on advanced radiotherapy to breast cancer. Int J Med Sci 2021; 18:626-638. [PMID: 33437197 PMCID: PMC7797538 DOI: 10.7150/ijms.49544] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/23/2020] [Accepted: 08/06/2020] [Indexed: 02/07/2023] Open
Abstract
Breast cancer is the most common cancer in women worldwide. "Breast cancer" encompasses a broad spectrum of diseases (i.e., subtypes) with significant epidemiological, clinical, and biological heterogeneity. Each of these subtypes has a different natural history and prognostic profile. Although tumour staging (TNM classification) still provides valuable information in the overall management of breast cancer, the current reality is that clinicians must consider other biological and molecular factors that directly influence treatment decision-making, including extent of surgery, indication for chemotherapy, hormonal therapy, and even radiotherapy (and treatment volumes). The management of breast cancer has changed radically in the last 15 years due to significant advances in our understanding of these tumours. While these changes have been extremely positive in terms of surgical and systemic management, they have also created significant uncertainties concerning integration of local and locoregional radiotherapy into the therapeutic scheme. In parallel, radiotherapy itself has also experienced major advances. Beyond the evident technological advances, new radiobiological concepts have emerged, and genomic data and other patient-specific factors must now be integrated into individualized treatment approaches. In this context, "precision medicine" seeks to provide an answer to these open questions and uncertainties. Although precision medicine has been much discussed in the last five years or so, the concept remains somewhat ambiguous, and it often appear to be used as a "catch-all" term. The present review aims to clarify the meaning of this term and, more importantly, to critically evaluate the role and impact of precision medicine on breast cancer radiotherapy. Finally, we will discuss the current and future of precision medicine in radiotherapy.
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Affiliation(s)
- Man Jiang
- 3 rd Affiliated Hospital of the Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China.,Department of Oncology, Longgang District People's Hospital, Shenzhen 518172, China
| | - Jianshe Yang
- 3 rd Affiliated Hospital of the Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China
| | - Kang Li
- 3 rd Affiliated Hospital of the Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China
| | - Jia Liu
- 3 rd Affiliated Hospital of the Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China
| | - Xigang Jing
- Medical College of Wisconsin (Milwaukee), Wisconsin 53226, USA
| | - Meiqin Tang
- 3 rd Affiliated Hospital of the Chinese University of Hong Kong (Shenzhen), Shenzhen 518172, China.,Department of Hematology, Longgang District People's Hospital, Shenzhen 518172, China
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15
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Teicher BA. TGFβ-Directed Therapeutics: 2020. Pharmacol Ther 2021; 217:107666. [PMID: 32835827 PMCID: PMC7770020 DOI: 10.1016/j.pharmthera.2020.107666] [Citation(s) in RCA: 19] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2020] [Revised: 08/17/2020] [Accepted: 08/17/2020] [Indexed: 12/14/2022]
Abstract
The transforming growth factor-beta (TGFβ) pathway is essential during embryo development and in maintaining normal homeostasis. During malignancy, the TGFβ pathway is co-opted by the tumor to increase fibrotic stroma, to promote epithelial to mesenchymal transition increasing metastasis and producing an immune-suppressed microenvironment which protects the tumor from recognition by the immune system. Compelling preclinical data demonstrate the therapeutic potential of blocking TGFβ function in cancer. However, the TGFβ pathway cannot be described as a driver of malignant disease. Two small molecule kinase inhibitors which block the serine-threonine kinase activity of TGFβRI on TGFβRII, a pan-TGFβ neutralizing antibody, a TGFβ trap, a TGFβ antisense agent, an antibody which stabilizes the latent complex of TGFβ and a fusion protein which neutralizes TGFβ and binds PD-L1 are in clinical development. The challenge is how to most effectively incorporate blocking TGFβ activity alone and in combination with other therapeutics to improve treatment outcome.
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Affiliation(s)
- Beverly A Teicher
- Developmental Therapeutics Program, DCTD, National Cancer Institute, RM 4-W602, MSC 9735, 9609 Medical Center Drive, Bethesda, MD 20892, USA.
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16
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Zhao RP, Li Z, Li C, Xu K, Zhen LL, Song W, Shi JH. A Genetic Variant of the BTLA Gene is Related to Increased Risk and Clinical Manifestations of Breast Cancer in Chinese Women. Clin Breast Cancer 2020; 21:e512-e517. [PMID: 33642196 DOI: 10.1016/j.clbc.2020.12.009] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2020] [Revised: 12/07/2020] [Accepted: 12/22/2020] [Indexed: 12/24/2022]
Abstract
BACKGROUND B and T lymphocyte attenuator (BTLA), an immunoinhibitory receptor, is shown to suppress the lymphocyte activation. Several studies addressed the relationship between the BTLA rs1982809 polymorphism and the risk of cancer. PATIENTS AND METHODS To identify the effects of this polymorphism on the risk of breast cancer (BC), this study examined Chinese women from China, Jiangsu Province. This study involved 324 patients with BC and 412 controls. RESULTS We observed that the BTLA rs1982809 polymorphism elevated the risk of BC. A similar finding was also shown in the subgroups of premenopausal women and those aged < 55 years old. In addition, this polymorphism was correlated with the estrogen receptor status, C-erbB-2 status, Ki-67 status, TNM stage, and tumor size of patients with BC. CONCLUSIONS Collectively, the BTLA rs1982809 polymorphism shows a significant association with elevated risk and clinical features of BC in Chinese women. Further studies involving other races are urgently needed to replicate these findings.
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Affiliation(s)
- Rui-Peng Zhao
- Department of Thyroid and Breast Surgery, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Zhi Li
- Department of Thyroid and Breast Surgery, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Chang Li
- Department of Clinical Laboratory, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Kang Xu
- Department of Clinical Laboratory, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Lin-Lin Zhen
- Department of Thyroid and Breast Surgery, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Wei Song
- Department of Thyroid and Breast Surgery, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China
| | - Jian-Hua Shi
- Department of Thyroid and Breast Surgery, The Affiliated Huaian No. 1 People's Hospital of Nanjing Medical University, Huaian, Jiangsu, China.
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17
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Jagsi R, Griffith KA, Vicini F, Boike T, Burmeister J, Dominello MM, Grills I, Hayman JA, Moran JM, Paximadis P, Radawski JD, Walker EM, Pierce LJ. Toward Improving Patients' Experiences of Acute Toxicity From Breast Radiotherapy: Insights From the Analysis of Patient-Reported Outcomes in a Large Multicenter Cohort. J Clin Oncol 2020; 38:4019-4029. [PMID: 32986529 PMCID: PMC9798927 DOI: 10.1200/jco.20.01703] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/05/2023] Open
Abstract
PURPOSE Understanding acute toxicities after whole-breast radiotherapy is important to inform patients, guide treatment decisions, and target supportive care. We evaluated patient-reported outcomes prospectively collected from a cohort of patients with breast cancer. METHODS We describe the maximal toxicity reported by 8,711 patients treated between 2012 and 2019 at 27 practices. Multivariable models identified characteristics associated with (1) breast pain, (2) bother from itching, stinging/burning, swelling, or hurting of the treated breast, and (3) fatigue within 7 days of completing whole-breast radiotherapy. RESULTS Moderate or severe breast pain was reported by 3,233 (37.1%): 1,282 (28.9%) of those receiving hypofractionation and 1,951 (45.7%) of those receiving conventional fractionation. Frequent bother from at least one breast symptom was reported by 4,424 (50.8%): 1,833 (41.3%) after hypofractionation and 2,591 (60.7%) after conventional fractionation. Severe fatigue was reported by 2,008 (23.1%): 843 (19.0%) after hypofractionation and 1,165 (27.3%) after conventional fractionation. Among patients receiving hypofractionated radiotherapy, younger age (P < .001), higher body mass index (BMI; P < .001), Black (P < .001) or other race (P = .002), smoking status (P < .001), larger breast volume (P = .002), lack of chemotherapy receipt (P = .004), receipt of boost treatment (P < .001), and treatment at a nonteaching center predicted breast pain. Among patients receiving conventionally fractionated radiotherapy, younger age (P < .001), higher BMI (P = .003), Black (P < .001) or other race (P = .002), diabetes (P = .001), smoking status (P < .001), and larger breast volume (P < .001) predicted breast pain. CONCLUSION In this large observational data set, substantial differences existed according to radiotherapy dose fractionation. Race-related differences in pain existed despite controlling for multiple other factors; additional research is needed to understand what drives these differences to target potentially modifiable factors. Intensifying supportive care may be appropriate for subgroups identified as being vulnerable to greater toxicity.
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Affiliation(s)
- Reshma Jagsi
- University of Michigan, Ann Arbor, MI,Reshma Jagsi, MD, DPhil, Department of Radiation Oncology, University of Michigan, UHB2C490, SPC 5010, 1500 East Medical Center Dr, Ann Arbor, MI 48109-5010; e-mail:
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18
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Stone RC, Chen V, Burgess J, Pannu S, Tomic-Canic M. Genomics of Human Fibrotic Diseases: Disordered Wound Healing Response. Int J Mol Sci 2020; 21:ijms21228590. [PMID: 33202590 PMCID: PMC7698326 DOI: 10.3390/ijms21228590] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 11/08/2020] [Accepted: 11/11/2020] [Indexed: 02/06/2023] Open
Abstract
Fibrotic disease, which is implicated in almost half of all deaths worldwide, is the result of an uncontrolled wound healing response to injury in which tissue is replaced by deposition of excess extracellular matrix, leading to fibrosis and loss of organ function. A plethora of genome-wide association studies, microarrays, exome sequencing studies, DNA methylation arrays, next-generation sequencing, and profiling of noncoding RNAs have been performed in patient-derived fibrotic tissue, with the shared goal of utilizing genomics to identify the transcriptional networks and biological pathways underlying the development of fibrotic diseases. In this review, we discuss fibrosing disorders of the skin, liver, kidney, lung, and heart, systematically (1) characterizing the initial acute injury that drives unresolved inflammation, (2) identifying genomic studies that have defined the pathologic gene changes leading to excess matrix deposition and fibrogenesis, and (3) summarizing therapies targeting pro-fibrotic genes and networks identified in the genomic studies. Ultimately, successful bench-to-bedside translation of observations from genomic studies will result in the development of novel anti-fibrotic therapeutics that improve functional quality of life for patients and decrease mortality from fibrotic diseases.
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Affiliation(s)
- Rivka C. Stone
- Wound Healing and Regenerative Medicine Research Program, Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami-Miller School of Medicine, Miami, FL 33136, USA; (V.C.); (J.B.)
- Correspondence: (R.C.S.); (M.T.-C.)
| | - Vivien Chen
- Wound Healing and Regenerative Medicine Research Program, Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami-Miller School of Medicine, Miami, FL 33136, USA; (V.C.); (J.B.)
| | - Jamie Burgess
- Wound Healing and Regenerative Medicine Research Program, Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami-Miller School of Medicine, Miami, FL 33136, USA; (V.C.); (J.B.)
- Medical Scientist Training Program in Biomedical Sciences, University of Miami Miller School of Medicine, Miami, FL 33136, USA
| | - Sukhmani Pannu
- Department of Dermatology, Tufts Medical Center, Boston, MA 02116, USA;
| | - Marjana Tomic-Canic
- Wound Healing and Regenerative Medicine Research Program, Dr. Phillip Frost Department of Dermatology and Cutaneous Surgery, University of Miami-Miller School of Medicine, Miami, FL 33136, USA; (V.C.); (J.B.)
- John P. Hussman Institute for Human Genomics, University of Miami-Miller School of Medicine, Miami, FL 33136, USA
- Correspondence: (R.C.S.); (M.T.-C.)
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Chapman BV, Lei X, Patil P, Tripathi S, Nicklaus KM, Grossberg AJ, Shaitelman SF, Thompson AM, Hunt KK, Buchholz TA, Merchant F, Markey MK, Smith BD, Reddy JP. Quantitative 3-Dimensional Photographic Assessment of Breast Cosmesis After Whole Breast Irradiation for Early Stage Breast Cancer: A Secondary Analysis of a Randomized Clinical Trial. Adv Radiat Oncol 2020; 5:824-833. [PMID: 33083644 PMCID: PMC7557136 DOI: 10.1016/j.adro.2020.04.035] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2020] [Revised: 04/14/2020] [Accepted: 04/16/2020] [Indexed: 11/19/2022] Open
Abstract
Purpose Our purpose was to use 3-dimensional (3D) surface photography to quantitatively measure breast cosmesis within the framework of a randomized clinical trial of conventionally fractionated (CF) and hypofractionated (HF) whole breast irradiation (WBI); to identify how 3D measurements are associated with patient- and physician-reported cosmesis; and to determine whether objective measures of breast symmetry varied by WBI treatment arm or transforming growth factor β 1 (TGFβ1) status. Methods and Materials From 2011 to 2014, 287 women age ≥40 with ductal carcinoma in situ or early-stage invasive breast cancer were enrolled in a multicenter trial and randomized to HF-WBI or CF-WBI with a boost. Three-dimensional surface photography was performed at 3 years posttreatment. Patient-reported cosmetic outcomes were recorded with the Breast Cancer Treatment Outcome Scale. Physician-reported cosmetic outcomes were assessed by the Radiation Therapy Oncology Group scale. Volume ratios and 6 quantitative measures of breast symmetry, termed F1-6C, were calculated using the breast contour and fiducial points assessed on 3D surface images. Associations between all metrics, patient- and physician-reported cosmesis, treatment arm, and TGFβ1 genotype were performed using the Kruskal-Wallis test and multivariable logistic regression models. Results Among 77 (39 CF-WBI and 38 HF-WBI) evaluable patients, both patient- and physician-reported cosmetic outcomes were significantly associated with the F1C vertical symmetry measure (both P < .05). Higher dichotomized F1C and volumetric symmetry measures were associated with improved patient- and physician-reported cosmesis on multivariable logistic regression (both P ≤ .05). There were no statistically significant differences in vertical symmetry or volume measures between treatment arms. Increased F6C horizontal symmetry was observed in the CF-WBI arm (P = .05). Patients with the TGFβ1 C-509T variant allele had lower F2C vertical symmetry measures (P = .02). Conclusions Quantitative 3D image-derived measures revealed comparable cosmetic outcomes with HF-WBI compared with CF-WBI. Our findings suggest that 3D surface imaging may be a more sensitive method for measuring subtle cosmetic changes than global patient- or physician-reported assessments.
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Affiliation(s)
- Bhavana V. Chapman
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Xiudong Lei
- Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Prithvi Patil
- Department of Engineering Technology, University of Houston, Houston, Texas
- The University of Texas Health Science Center at Houston, Houston, Texas
| | - Shikha Tripathi
- Department of Engineering Technology, University of Houston, Houston, Texas
| | - Krista M. Nicklaus
- Department of Plastic Surgery, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
| | - Aaron J. Grossberg
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Radiation Medicine, Oregon Health and Science University, Portland, Oregon
| | - Simona F. Shaitelman
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Alastair M. Thompson
- Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Department of Surgery, Division of Surgical Oncology, Baylor College of Medicine, Houston, Texas
| | - Kelly K. Hunt
- Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Thomas A. Buchholz
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Scripps MD Anderson Cancer Center, La Jolla, California
| | - Fatima Merchant
- Department of Engineering Technology, University of Houston, Houston, Texas
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
- Department of Computer Science, University of Houston, Houston, Texas
| | - Mia K. Markey
- Department of Biomedical Engineering, The University of Texas at Austin, Austin, Texas
- Imaging Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Benjamin D. Smith
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, Texas
| | - Jay P. Reddy
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas
- Corresponding author: Jay P. Reddy, MD, PhD
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20
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Objective Evaluation of Risk Factors for Radiation Dermatitis in Whole-Breast Irradiation Using the Spectrophotometric L*a*b Color-Space. Cancers (Basel) 2020; 12:cancers12092444. [PMID: 32872216 PMCID: PMC7563751 DOI: 10.3390/cancers12092444] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Revised: 08/23/2020] [Accepted: 08/26/2020] [Indexed: 12/31/2022] Open
Abstract
Simple Summary In this prospective study, radiation dermatitis severity of 142 Caucasian early breast cancer patients undergoing whole-breast irradiation was evaluated by physicians, the patients themselves and objective technical measurements. The primary aim and a substantial novelty of this study was to identify patient- and treatment-related risk factors for radiation dermatitis by using objective spectrophotometry: 24 patient or radiotherapy related parameters were evaluated as potential risk factors. Objective and significant risk factors for radiation dermatitis were the breast volume and the applied irradiation technique; a boost radiotherapy administration also showed a trend towards a slightly more severe radiation dermatitis. These results can help to identify those patients at increased risk of developing a severe radiation dermatitis, as susceptible patients may require special monitoring and timely treatment. Abstract Background: Radiation-induced dermatitis (RID) is frequent in breast cancer patients undergoing radiotherapy (RT). Spectrophotometry (SP) is an objective and reliable tool for assessing RID severity. Despite intensive research efforts during the past decades, no sustainable prophylactic and treatment strategies have been found. Estimation of new and reevaluation of established risk factors leading to severe RID is therefore of major importance. Methods: 142 early breast cancer patients underwent whole-breast irradiation following breast-conserving surgery. RID was evaluated by physician-assessed Common Terminology Criteria of Adverse Events (CTCAE v4.03). Spectrophotometers provided additional semi quantification of RID using the L*a*b color-space. A total of 24 patient- and treatment-related parameters as well as subjective patient-assessed symptoms were analyzed. Results: Values for a*max strongly correlated with the assessment of RID severity by physicians. Breast volume, initial darker skin, boost administration, and treatment technique were identified as risk factors for severe RID. RID severity positively correlated with the patients’ perception of pain, burning, and reduction of everyday activities. Conclusions: Physician-assessed RID gradings correlate with objective SP skin measurements. Treatment technique and high breast volumes were identified as objective and significant predictors of RID. Our data provide a solid benchmark for future studies on RID with objective SP.
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21
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Association between NF- κB Activation in Peripheral Blood Mononuclear Cells and Late Skin and Subcutaneous Fibrosis following Radiotherapy. BIOMED RESEARCH INTERNATIONAL 2020; 2020:2957818. [PMID: 32775415 PMCID: PMC7391119 DOI: 10.1155/2020/2957818] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Accepted: 07/07/2020] [Indexed: 11/18/2022]
Abstract
Background This study aimed at evaluating the association between the speed of nuclear factor-kappa B (NF-κB) activation in peripheral blood mononuclear cells (PBMCs) and late skin and subcutaneous fibrosis in patients with head and neck squamous cell carcinoma (HNSCC) after radiotherapy. Methods The speed of NF-κB activation was represented by the nuclear p65 expression ratio before and after irradiation. The optimal time point to measure the ratio was determined by Western blot in the PBMCs from healthy outpatients ranging from 0 to 12 hours after ex vivo irradiation. We recruited patients with HNSCC who had received ratiotherapy and who were under regular follow-up care. We assessed the association between the risk of developing ≥grade 2 late fibrosis and the nuclear p65 expression ratio in the PBMCs after ex vivo irradiation in these patients. Results The maximum nuclear p65 ratio was observed at 1 hour after ex vivo irradiation in the PBMCs from the healthy outpatients. The speed of NF-κB activation was then represented by the nuclear p65 ratio in the PBMCs before and 1 hour after ex vivo irradiation. A total of 200 patients with HNSCC were recruited, 32.50% (n = 65) of which presented with ≥grade 2 late fibrosis. There was a significant association between the speed of NF-κB activation in the PBMCs and an increased risk of developing ≥grade 2 late fibrosis in these patients (P = 0.004). Subgroup analysis suggested that this finding was independent of the known clinical characteristics. Conclusions The speed of NF-κB activation might be a potential predictor of late toxicity in cancer patients after radiotherapy. Prospective studies are needed for validation.
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22
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Zhou YT, Zheng LY, Wang YJ, Yang L, Xie YT, Panda I, Tian XX, Fang WG. Effect of functional variant rs11466313 on breast cancer susceptibility and TGFB1 promoter activity. Breast Cancer Res Treat 2020; 184:237-248. [PMID: 32757134 DOI: 10.1007/s10549-020-05841-w] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2019] [Accepted: 07/28/2020] [Indexed: 12/19/2022]
Abstract
PURPOSE This study aimed to investigate whether genetic polymorphisms in TGFB1 contribute to breast cancer (BC) susceptibility, and explore the mechanism of action. METHODS A total of 7 tagging SNPs (tSNPs) were genotyped in 1161 BC cases and 1337 age-matched controls among Chinese Han population. Bioinformatics analysis was used to predict functional SNP closely linked to tSNPs. Luciferase gene reporter assay was performed to determine the effect of genetic variants on promoter activity. DNA pull-down assay and mass spectrometry were used to identify the differentially binding proteins to genetic variants. RESULTS Genotyping analysis showed that rs1800469 (C>T) in the 5' regulatory region of TGFB1 was associated with reduced BC risk. Bioinformatics analysis predicted that rs11466313 (-2389_-2391 Del/AGG) in the 5' regulatory region of TGFB1, was closely linked to tSNP rs1800469 and could be functional. The genotyping of rs11466313 by PCR-SSCP showed that rs11466313 also conferred decreased BC risk. Luciferase assays demonstrated that rs11466313 minor allele reduced over ninefold of promoter activity compared with its major allele (p < 0.001). DNA pull-down assay and mass spectrometry revealed that rs11466313 minor allele lost the binding ability with FAM98B and HSP90B. Knocking down FAM98B but not HSP90B, the enhanced promoter activity driven by TGFB1 rs11466313 major allele was attenuated. CONCLUSIONS This study elucidates the impact of functional polymorphism rs11466313 in the regulatory region of TGFB1 on breast cancer susceptibility and gene expression, and could be helpful for future research to determine the value of this TGFB1 variant in the clinical setting.
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Affiliation(s)
- Yan-Ting Zhou
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Li-Yuan Zheng
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Ya-Jun Wang
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Li Yang
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Yun-Tao Xie
- Breast Center, Peking University School of Oncology, Beijing Cancer Hospital & Institute, Beijing, 100142, China
| | - Ipsita Panda
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China
| | - Xin-Xia Tian
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China.
| | - Wei-Gang Fang
- Department of Pathology, Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), School of Basic Medical Sciences, Third Hospital, Peking University Health Science Center, Beijing, 100191, China.
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Kang J, Coates JT, Strawderman RL, Rosenstein BS, Kerns SL. Genomics models in radiotherapy: From mechanistic to machine learning. Med Phys 2020; 47:e203-e217. [PMID: 32418335 PMCID: PMC8725063 DOI: 10.1002/mp.13751] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2019] [Revised: 06/28/2019] [Accepted: 07/17/2019] [Indexed: 12/28/2022] Open
Abstract
Machine learning (ML) provides a broad framework for addressing high-dimensional prediction problems in classification and regression. While ML is often applied for imaging problems in medical physics, there are many efforts to apply these principles to biological data toward questions of radiation biology. Here, we provide a review of radiogenomics modeling frameworks and efforts toward genomically guided radiotherapy. We first discuss medical oncology efforts to develop precision biomarkers. We next discuss similar efforts to create clinical assays for normal tissue or tumor radiosensitivity. We then discuss modeling frameworks for radiosensitivity and the evolution of ML to create predictive models for radiogenomics.
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Affiliation(s)
- John Kang
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, NY 14642, USA
| | - James T. Coates
- CRUK/MRC Oxford Institute for Radiation Oncology, University of Oxford, Oxford OX3 7DQ, UK
| | - Robert L. Strawderman
- Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14642, USA
| | - Barry S. Rosenstein
- Department of Radiation Oncology and the Department of Genetics and Genomic Sciences, Icahn Institute for Data Science and Genomic Technology, Icahn School of Medicine at Mount Sinai, New York, NY 10029, USA
| | - Sarah L. Kerns
- Department of Radiation Oncology, University of Rochester Medical Center, Rochester, NY 14642, USA
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24
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Haffty BG, Euhus DM, Pierce LJ. Genetic Factors in the Locoregional Management of Breast Cancer. J Clin Oncol 2020; 38:2220-2229. [PMID: 32442063 DOI: 10.1200/jco.19.02859] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Affiliation(s)
| | - David M Euhus
- Johns Hopkins University School of Medicine, Baltimore, MD
| | - Lori J Pierce
- University of Michigan Medical School, Ann Arbor, MI
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25
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Huh JW, Tanksley J, Chino J, Willett CG, Dewhirst MW. Long-term Consequences of Pelvic Irradiation: Toxicities, Challenges, and Therapeutic Opportunities with Pharmacologic Mitigators. Clin Cancer Res 2020; 26:3079-3090. [PMID: 32098770 DOI: 10.1158/1078-0432.ccr-19-2744] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2019] [Revised: 01/17/2020] [Accepted: 02/21/2020] [Indexed: 11/16/2022]
Abstract
A percentage of long-term cancer survivors who receive pelvic irradiation will develop treatment-related late effects, collectively termed pelvic radiation disease. Thus, there is a need to prevent or ameliorate treatment-related late effects in these patients. Modern radiotherapy methods can preferentially protect normal tissues from radiation toxicities to permit higher doses to targets. However, concerns about chronic small bowel toxicity, for example, still constrain the prescription dose. This provides strong rationale for considering adding pharmacologic mitigators. Implementation of modern targeted radiotherapy methods enables delivery of focused radiation to target volumes, while minimizing dose to normal tissues. In prostate cancer, these technical advances enabled safe radiation dose escalation and better local tumor control without increasing normal tissue complications. In other pelvic diseases, these new radiotherapy methods have not resulted in the low probability of normal tissue damage achieved with prostate radiotherapy. The persistence of toxicity provides rationale for pharmacologic mitigators. Several new agents could be readily tested in clinical trials because they are being or have been studied in human patients already. Although there are promising preclinical data supporting mitigators, no clinically proven options to treat or prevent pelvic radiation disease currently exist. This review highlights therapeutic options for prevention and/or treatment of pelvic radiation disease, using pharmacologic mitigators. Successful development of mitigators would reduce the number of survivors who suffer from these devastating consequences of pelvic radiotherapy. It is important to note that pharmacologic mitigators to ameliorate pelvic radiation disease may be applicable to other irradiated sites in which chronic toxicity impairs quality of life.
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Affiliation(s)
- Jung Wook Huh
- Department of Surgery, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul, South Korea
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Jarred Tanksley
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Junzo Chino
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Christopher G Willett
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina
| | - Mark W Dewhirst
- Department of Radiation Oncology, Duke University Medical Center, Durham, North Carolina.
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26
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Association of TGF-β1 Polymorphisms with Breast Cancer Risk: A Meta-Analysis of Case-Control Studies †. Cancers (Basel) 2020; 12:cancers12020471. [PMID: 32085560 PMCID: PMC7072663 DOI: 10.3390/cancers12020471] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2019] [Revised: 02/10/2020] [Accepted: 02/11/2020] [Indexed: 01/11/2023] Open
Abstract
Reports on the association of TGF-β1 polymorphisms with breast cancer (BC) have been conflicting, inconsistent, inconclusive, and controversial. PubMed, EMBASE, and Google Scholar were used to identify studies on TGF-β1 polymorphisms and BC risk. Data were extracted independently, and of the initial 3043 studies, 39 case-control studies were eligible for inclusion in the meta-analysis. Information from these studies was extracted, and the overall associations of three TGF-β1 polymorphisms (TGF-β1 29>T/C, TGF-β1-509 C/T, and TGF-β1*6A) with BC risk were analyzed using overall allele, homozygous, heterozygous, recessive, and dominant models. None of the three TGF-β1 polymorphisms studied had a significant influence on the development of BC. However, stratified analysis revealed a positive correlation between the TGF-β1 29T>C polymorphism and BC risk according to a heterozygous model of the Asian population (odds ratio (OR) = 1.115, 95% confidence interval (CI) = 1.006–1.237, p = 0.039). Interestingly, this polymorphism was associated with lower odds of BC according to a heterozygous model of the Middle Eastern population (OR = 0.602, 95% CI = 0.375–0.966, p = 0.035). Thus, our analysis of large datasets indicates that the TGF-β1 29T>C polymorphism is significantly associated with BC risk in the Asian population. In contrast, the TGF-β1*6A and TGF-β1-509 C/T polymorphisms failed to show an association with BC.
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27
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Kalbasi A, Kamrava M, Chu FI, Telesca D, Van Dams R, Yang Y, Ruan D, Nelson SD, Dry SM, Hernandez J, Chmielowski B, Singh AS, Bukata SV, Bernthal NM, Steinberg ML, Weidhaas JB, Eilber FC. A Phase II Trial of 5-Day Neoadjuvant Radiotherapy for Patients with High-Risk Primary Soft Tissue Sarcoma. Clin Cancer Res 2020; 26:1829-1836. [PMID: 32054730 DOI: 10.1158/1078-0432.ccr-19-3524] [Citation(s) in RCA: 52] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2019] [Revised: 12/09/2019] [Accepted: 01/24/2020] [Indexed: 12/27/2022]
Abstract
PURPOSE In a single-institution phase II study, we evaluated the safety of a 5-day dose-equivalent neoadjuvant radiotherapy (RT) regimen for high-risk primary soft tissue sarcoma. PATIENTS AND METHODS Patients received neoadjuvant RT alone (30 Gy in five fractions) to the primary tumor with standard margins. The primary endpoint was grade ≥2 late-radiation toxicity. Major wound complications, local recurrences, and distant metastases were also examined. In exploratory analysis, we evaluated germline biomarkers for wound toxicity and the effects of the study on treatment utilization. RESULTS Over 2 years, 52 patients were enrolled with median follow-up of 29 months. Seven of 44 evaluable patients (16%) developed grade ≥2 late toxicity. Major wound complications occurred in 16 of 50 patients (32%); a signature defined by 19 germline SNPs in miRNA-binding sites of immune and DNA damage response genes, in addition to lower extremity tumor location, demonstrated strong predictive performance for major wound complications. Compared with the preceding 2-year period, the number of patients treated with neoadjuvant RT alone at our institution increased 3-fold, with a concomitant increase in the catchment area. CONCLUSIONS A shorter 5-day neoadjuvant RT regimen results in favorable rates of wound complications and grade ≥2 toxicity after 2-year follow-up. Five-day RT significantly increased utilization of neoadjuvant RT at our high-volume sarcoma center. With further validation, a putative germline biomarker for wound complications may guide safer RT utilization.
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Affiliation(s)
- Anusha Kalbasi
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California. .,Division of Surgical-Oncology, Department of Surgery, University of California Los Angeles, Los Angeles, California.,University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California
| | | | - Fang-I Chu
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California
| | - Donatello Telesca
- Department of Biostatistics, University of California Los Angeles Fielding School of Public Health, Los Angeles, California
| | - Ritchell Van Dams
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California
| | - Yingli Yang
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California
| | - Dan Ruan
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California
| | - Scott D Nelson
- University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California.,Department of Pathology, University of California Los Angeles, Los Angeles, California
| | - Sarah M Dry
- University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California.,Department of Pathology, University of California Los Angeles, Los Angeles, California
| | - Jackie Hernandez
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California
| | - Bartosz Chmielowski
- University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California.,Division of Hematology-Oncology, Department of Medicine, University of California Los Angeles, Los Angeles, California
| | - Arun S Singh
- Division of Surgical-Oncology, Department of Surgery, University of California Los Angeles, Los Angeles, California.,University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California.,Division of Hematology-Oncology, Department of Medicine, University of California Los Angeles, Los Angeles, California
| | - Susan V Bukata
- University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California.,Department of Orthopedic Surgery, University of California Los Angeles, Los Angeles, California
| | - Nicholas M Bernthal
- University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California.,Department of Orthopedic Surgery, University of California Los Angeles, Los Angeles, California
| | - Michael L Steinberg
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California.,University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California
| | - Joanne B Weidhaas
- Department of Radiation Oncology, University of California Los Angeles (UCLA), Los Angeles, California.,University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California
| | - Fritz C Eilber
- Division of Surgical-Oncology, Department of Surgery, University of California Los Angeles, Los Angeles, California. .,University of California Los Angeles Jonsson Comprehensive Cancer Center Sarcoma Program, Los Angeles, California
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28
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Smith BD, Lei X, Diao K, Xu Y, Shen Y, Smith GL, Giordano SH, DeSnyder SM, Hunt KK, Teshome M, Jagsi R, Shaitelman SF, Peterson SK, Swanick CW. Effect of Surgeon Factors on Long-Term Patient-Reported Outcomes After Breast-Conserving Therapy in Older Breast Cancer Survivors. Ann Surg Oncol 2020; 27:1013-1022. [PMID: 31916092 DOI: 10.1245/s10434-019-08165-2] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Indexed: 01/10/2023]
Abstract
BACKGROUND The effect of surgeon factors on patient-reported quality-of-life outcomes after breast-conserving therapy (BCT) is unknown and may help patients make informed care decisions. METHODS We performed a survey study of women aged ≥ 67 years with non-metastatic breast cancer diagnosed in 2009 and treated with guideline-concordant BCT, to determine the association of surgeon factors with patient-reported outcomes. The treating surgeon was identified using Medicare claims, and surgeon factors were identified via the American Medical Association Physician Masterfile. The primary outcome was patient-reported cosmetic satisfaction measured by the Cancer Surveillance and Outcomes Research Team (CanSORT) Satisfaction with Breast Cosmetic Outcome instrument, while secondary outcomes included BREAST-Q subdomains. All patient, treatment, and surgeon covariables were included in a saturated multivariable linear regression model with backward elimination applied until remaining variables were p < 0.1. RESULTS Of 1650 women randomly selected to receive the questionnaire, 489 responded, of whom 289 underwent BCT. Median age at diagnosis was 72 years and the time from diagnosis to survey was 6 years. The mean adjusted CanSORT score was higher for patients treated by surgical oncologists than patients treated by non-surgical oncologists (4.01 [95% confidence interval [CI] 3.65-4.38] vs. 3.53 [95% CI 3.28-3.77], p = 0.006). Similarly, mean adjusted BREAST-Q Physical Well-Being (91.97 [95% CI 86.13-97.80] vs. 83.04 [95% CI 80.85-85.22], p = 0.006) and Adverse Radiation Effects (95.28 [95% CI 91.25-99.31] vs. 88.90 [95% CI 86.23-91.57], p = 0.004) scores were better among patients treated by surgical oncologists. CONCLUSIONS Specialized surgical oncology training is associated with improved long-term patient-reported outcomes. These findings underscore the value of specialized training and may be useful to patients choosing their care team.
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Affiliation(s)
- Benjamin D Smith
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA. .,Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.
| | - Xiudong Lei
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kevin Diao
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Ying Xu
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Yu Shen
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Grace L Smith
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sharon H Giordano
- Department of Health Services Research, The University of Texas MD Anderson Cancer Center, Houston, TX, USA.,Department of Breast Medical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Sarah M DeSnyder
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Kelly K Hunt
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Mediget Teshome
- Department of Breast Surgical Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Reshma Jagsi
- Department of Radiation Oncology, University of Michigan, Ann Arbor, MI, USA
| | - Simona F Shaitelman
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Susan K Peterson
- Department of Behavioral Science, The University of Texas MD Anderson Cancer Center, Houston, TX, USA
| | - Cameron W Swanick
- Department of Radiation Oncology, Orlando Health UF Health Cancer Center, Orlando, FL, USA
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Aula H, Skyttä T, Tuohinen S, Luukkaala T, Hämäläinen M, Virtanen V, Raatikainen P, Moilanen E, Kellokumpu-Lehtinen PL. Transforming growth factor beta 1 levels predict echocardiographic changes at three years after adjuvant radiotherapy for breast cancer. Radiat Oncol 2019; 14:155. [PMID: 31470867 PMCID: PMC6717329 DOI: 10.1186/s13014-019-1366-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2019] [Accepted: 08/22/2019] [Indexed: 12/20/2022] Open
Abstract
Background Transforming growth factor beta 1 (TGF-β1) and platelet-derived growth factor (PDGF) are cytokines involved in fibrotic processes causing radiotherapy (RT)-induced cardiovascular changes. We aimed to investigate the associations between TGF-β1 and PDGF and the echocardiographic changes that occur during RT and during three-year follow-up. Methods The study included 63 women receiving adjuvant RT for early-stage breast cancer or ductal carcinoma in situ. Serum TGF-β1 (ng/ml) and PDGF (ng/ml) levels were measured by enzyme-linked immunoassay and echocardiographic examination was performed before RT, after RT and at 3 years. Patients were grouped by biomarker behavior by a trajectory analysis. Results TGF-β1 decreased from 19.2 (IQR 17.1–22.3) before RT to 18.8 (14.5–22.0) after RT (p = 0.003) and the decrease persisted at 17.2 (13.7–21.2) 3 years after RT (p = 0.101). PDGF decreased from 15.4 (12.6–19.1) before RT to 13.8 (11.7–16.2) after RT, p = 0.001, and persisted at 15.6 (10.4–18.4) at 3 years, p = 0.661. The TGF-β1 level before RT (Spearman’s rho 0.441, p < 0.001) and the three-year change in TGF-β1 (rho = − 0.302, p = 0.018) correlated with global longitudinal strain (GLS) in echocardiography at 3 years. In trajectory analysis, two TGF-β1 behavior groups were found. Group 1 had significantly higher TGF-β1 levels before RT, 25.6 (22.3–28.6), than group 2, 17.8 (15.9–19.9), p < 0.001. In multivariable analysis, TGF-β1 trajectory group 1 (β = 0.27, p = 0.013), left-sided breast cancer (β = 0.39, p = 0.001) and the use of aromatase inhibitors (β = 0.29, p = 0.011) were significantly associated with a worsening in GLS from before RT to 3 years. Conclusion An elevated pretreatment TGF-β1 may predict RT-associated changes in echocardiography. Electronic supplementary material The online version of this article (10.1186/s13014-019-1366-1) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Hanna Aula
- Faculty of Medicine and Health Technology, Tampere University, 33014, Tampere, Finland. .,Department of Oncology, Tampere University Hospital, PO Box 2000, 33521, Tampere, Finland.
| | - Tanja Skyttä
- Faculty of Medicine and Health Technology, Tampere University, 33014, Tampere, Finland.,Department of Oncology, Tampere University Hospital, PO Box 2000, 33521, Tampere, Finland
| | - Suvi Tuohinen
- Heart Hospital, Tampere University Hospital, PO Box 2000, 33521, Tampere, Finland.,Department of Cardiology, Heart and Lung Center, Helsinki University Hospital, PO Box 340, 00029 HUS, Helsinki, Finland
| | - Tiina Luukkaala
- Research, Innovation and Development Center, Tampere University Hospital, PO Box 2000, 33521, Tampere, Finland.,Health Sciences, Faculty of Social Sciences, Tampere University, 33014, Tampere, Finland
| | - Mari Hämäläinen
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, 33014, Tampere, Finland
| | - Vesa Virtanen
- Heart Hospital, Tampere University Hospital, PO Box 2000, 33521, Tampere, Finland
| | - Pekka Raatikainen
- Department of Cardiology, Heart and Lung Center, Helsinki University Hospital, PO Box 340, 00029 HUS, Helsinki, Finland
| | - Eeva Moilanen
- The Immunopharmacology Research Group, Faculty of Medicine and Health Technology, Tampere University and Tampere University Hospital, 33014, Tampere, Finland
| | - Pirkko-Liisa Kellokumpu-Lehtinen
- Faculty of Medicine and Health Technology, Tampere University, 33014, Tampere, Finland.,Department of Oncology, Tampere University Hospital, PO Box 2000, 33521, Tampere, Finland
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