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Luo L, Zheng W, Chen C, Sun S. Searching for essential genes and drug discovery in breast cancer and periodontitis via text mining and bioinformatics analysis. Anticancer Drugs 2021; 32:1038-1045. [PMID: 34183495 PMCID: PMC8517104 DOI: 10.1097/cad.0000000000001108] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2021] [Revised: 05/30/2021] [Indexed: 11/25/2022]
Abstract
The primary purpose of the study was (1) to search for the essential genes associated with breast cancer and periodontitis, and (2) to identify candidate drugs targeted to these genes for expanding the potential drug indications. The genes related to both breast cancer and periodontitis were determined by text mining. Gene ontology and Kyoto Encyclopedia of Genes and Genomes analysis were performed on these genes, and protein-protein interaction analysis was carried out to export significant module genes. Drug-gene interaction database was employed for potential drug discovery. We identified 221 genes common to both breast cancer and periodontitis. The top six significant enrichment terms and 15 enriched signal pathways were selected. Among 24 significant genes demonstrated as a gene cluster, we found SERPINA1 and TF were significantly related to poor overall survival between the relatively high and low groups in patients. Using the final two genes, 12 drugs were identified that had potential therapeutic effects. SERPINA1 and TF were screened out as essential genes related to both breast cancer and periodontitis, targeting 12 candidate drugs that may expand drug indications. Drug discovery using text mining and analysis of different databases can promote the identification of existing drugs that have the potential of administration to improve treatment in breast cancer.
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Affiliation(s)
- Lan Luo
- Department of Thyroid and Breast Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, PR China
| | - Weijie Zheng
- Department of Thyroid and Breast Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, PR China
| | - Chuang Chen
- Department of Thyroid and Breast Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, PR China
| | - Shengrong Sun
- Department of Thyroid and Breast Surgery, Renmin Hospital of Wuhan University, Wuhan, Hubei, PR China
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Willershausen I, Schmidtmann I, Azaripour A, Kledtke J, Willershausen B, Hasenburg A. Association between breast cancer chemotherapy, oral health and chronic dental infections: a pilot study. Odontology 2019; 107:401-408. [PMID: 30666484 DOI: 10.1007/s10266-019-00411-z] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2018] [Accepted: 01/06/2019] [Indexed: 11/25/2022]
Abstract
Breast cancer has developed to become the leading type of cancer in females. For this study, 80 women were examined after chemotherapy for breast cancer and compared to 80 healthy age-matched women. This cross-sectional study comprised a dental examination with number of teeth, caries frequency (DMFT) and the presence of periodontal diseases (PSI). With the help of X-rays (OPG), the number of root canal fillings and apical lesions (LEO/LPO) were recorded. Furthermore, the education level, body mass index (BMI), smoking habits and general health conditions were recorded. All women completed questionnaires on oral health-related quality of life (OHIP-G14) and general well-being (HADS-D). To assess the influence of cancer therapy on oral health parameters, appropriate generalized linear models were fitted with disease status as main explanatory variable, adjusting for age and education. For OHIP and HADS, we additionally adjusted for number of missing teeth. The examined 160 women showed a comparable mean age (60.4 years) and an average BMI of 24.6. Cancer patients showed a higher risk for missing teeth (p < 0.001) and more apical lesions (p < 0.0041), particularly those of endodontic origin without root canal fillings (p = 0.0046), than the control women. The general well-being of cancer patients was significantly reduced with a HADS score of 9.4 for women with breast cancer compared to 5.3 for the healthy control. This study suggests that women after breast cancer chemotherapy are inclined to have a poorer oral health status with more missing teeth and apical lesions. Therefore, tightly scheduled dental recall visits should be recommended.
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Affiliation(s)
- Ines Willershausen
- Frankfurt Orofacial Regenerative Medicine (FORM) Lab, Department for Oral, Cranio-Maxillofacial and Facial Plastic Surgery, Medical Center of the Goethe University, Frankfurt, Germany
| | - Irene Schmidtmann
- Institute of Medical Biostatistics, Epidemiology and Informatics (IMBEI), Johannes Gutenberg University, Mainz, Germany
| | - Adriano Azaripour
- Department of Operative Dentistry, Johannes Gutenberg University, Mainz, Germany
| | - Jane Kledtke
- Private Dental Practice, Haifa-Allee 20, 55128, Mainz, Germany
| | | | - Annette Hasenburg
- Department of Gynecology and Obstetrics, Johannes Gutenberg University, Mainz, Germany
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Dyer G, Brice L, Schifter M, Gilroy N, Kabir M, Hertzberg M, Greenwood M, Larsen SR, Moore J, Gottlieb D, Huang G, Hogg M, Brown L, Tan J, Ward C, Kerridge I. Oral health and dental morbidity in long-term allogeneic blood and marrow transplant survivors in Australia. Aust Dent J 2018; 63:312-319. [PMID: 29878377 DOI: 10.1111/adj.12627] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/31/2018] [Indexed: 11/28/2022]
Abstract
BACKGROUND Oral and dental disease is a major cause of long-term morbidity following allogeneic blood and marrow transplantation (Allo-BMT). This study aimed to describe the extent and range of oral and dental complications in BMT recipients and to identify gaps in service provision provided to this high-risk group. METHODS Participants were Allo-BMT recipients, aged >18 years, and received transplants between 2000 and 2012 in NSW. They completed seven surveys, the purpose-designed Sydney Post-BMT Study survey and six other validated instruments. RESULTS Of 441 respondents, many reported dry mouth (45.1%), dental caries (36.7%), mouth ulcers (35.3%), oral GVHD (35.1%), gingivitis (16.2%), tooth abscess (6.1%) and oral cancer (1.5%). Regular dental visits were reported by 66.2% of survivors. Middle-high income, older age and geographic location showed a positive association with regular dental visits. Of those who did not visit the dentist regularly, 37% stated they did not feel it necessary, 36% reported cost and 20% stated it was not advised by the treating team. CONCLUSION Despite oral complications commonly occurring after Allo-BMT, many survivors receive inadequate dental care. These results emphasize the need for improved oral health education, the importance of regular dental checks and improvement in the delivery of dental health services for BMT survivors.
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Affiliation(s)
- G Dyer
- Blood and Marrow Transplant Network, New South Wales Agency for Clinical Innovation, Sydney, New South Wales, Australia
- Northern Clinical School, Faculty of Medicine, University of Sydney, Sydney, New South Wales, Australia
| | - L Brice
- Department of Haematology, Royal North Shore Hospital, Sydney, New South Wales, Australia
| | - M Schifter
- Westmead Centre for Oral Health, Westmead Hospital, Sydney, New South Wales, Australia
- Faculty of Dentistry, University of Sydney, Sydney, New South Wales, Australia
- Department of Haematology, Westmead Hospital, Sydney, New South Wales, Australia
| | - N Gilroy
- Blood and Marrow Transplant Network, New South Wales Agency for Clinical Innovation, Sydney, New South Wales, Australia
| | - M Kabir
- Westmead Breast Cancer Institute, Sydney, New South Wales, Australia
| | - M Hertzberg
- Department of Haematology, Prince of Wales Hospital, Sydney, New South Wales, Australia
| | - M Greenwood
- Northern Clinical School, Faculty of Medicine, University of Sydney, Sydney, New South Wales, Australia
- Department of Haematology, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Blood Research Centre, Kolling Institute, University of Sydney, Sydney, New South Wales, Australia
| | - S R Larsen
- Institute of Haematology, Royal Prince Alfred Hospital, Sydney, New South Wales, Australia
| | - J Moore
- Department of Haematology, St Vincents Hospital, Sydney, New South Wales, Australia
| | - D Gottlieb
- Faculty of Dentistry, University of Sydney, Sydney, New South Wales, Australia
| | - G Huang
- Faculty of Dentistry, University of Sydney, Sydney, New South Wales, Australia
| | - M Hogg
- Faculty of Dentistry, University of Sydney, Sydney, New South Wales, Australia
| | - L Brown
- Department of Haematology, Calvary Mater, Newcastle, New South Wales, Australia
| | - J Tan
- Department of Haematology, St Vincents Hospital, Sydney, New South Wales, Australia
| | - C Ward
- Northern Clinical School, Faculty of Medicine, University of Sydney, Sydney, New South Wales, Australia
- Department of Haematology, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Blood Research Centre, Kolling Institute, University of Sydney, Sydney, New South Wales, Australia
| | - I Kerridge
- Northern Clinical School, Faculty of Medicine, University of Sydney, Sydney, New South Wales, Australia
- Department of Haematology, Royal North Shore Hospital, Sydney, New South Wales, Australia
- Northern Blood Research Centre, Kolling Institute, University of Sydney, Sydney, New South Wales, Australia
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Taichman LS, Van Poznak CH, Inglehart MR. Self-reported oral health and quality of life of postmenopausal breast cancer survivors on aromatase inhibitors and women without cancer diagnoses: a longitudinal analysis. Support Care Cancer 2016; 24:4815-24. [PMID: 27455851 DOI: 10.1007/s00520-016-3336-6] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2016] [Accepted: 07/10/2016] [Indexed: 12/18/2022]
Abstract
INTRODUCTION Aromatase inhibitors (AIs) are a well-established component of adjuvant therapy in postmenopausal women with hormone receptor (HR) + early stage breast cancer (BCa). We explored in an 18-month cohort study whether subjective oral health (OH), subjective periodontal health (PH), and oral health-related quality of life (OHRQoL) of postmenopausal BCa survivors on AIs differ from those of women without cancer diagnoses, and whether saliva flow, OH, PH, and OHRQoL are related. METHODS Data were collected from 29 postmenopausal BCa survivors on AIs and 29 postmenopausal women without cancer diagnoses. Socio-demographic information, OH, PH, and OHRQoL were collected at baseline and 6, 12, and 18 months later. Unstimulated whole saliva volume per 15 min was determined by drooling. RESULTS The two groups did not differ in background characteristics at baseline. Women on AIs had poorer OH (p = .043), PH (p = .04), and OHRQoL (p = .017), and lower saliva flow rate (p < .001) than control respondents. BCa survivors had the poorest PH at the 18-month visit. Xerostomia was correlated with OH at baseline and with OH and PH at 18 months. However, objective saliva flow rate was not correlated with OH or OHRQoL at this visit. CONCLUSIONS This study is the first to investigate the effects of AIs on patients' subjective OH, subjective PH, and OHRQoL. The data suggest that women treated with AIs have worse OH, PH, and OHRQoL than women without cancer diagnoses. Interprofessional care is recommended so that women on AIs receive optimal supportive oral care to assure long-term OH and positive OHRQoL. TRIAL REGISTRATION ClinicalTrials.gov NCT01272570 https://clinicaltrials.gov/ct2/show/NCT01272570 .
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Affiliation(s)
- L Susan Taichman
- Department of Periodontics and Oral Medicine, School of Dentistry, University of Michigan, Ann Arbor, MI, 48109-1078, USA.
| | - Catherine H Van Poznak
- Department of Internal Medicine, Hematology and Oncology Division, University of Michigan, Ann Arbor, MI, USA
| | - Marita R Inglehart
- Department of Periodontics and Oral Medicine, School of Dentistry & Department of Psychology, College of Literature, Science & Arts, University of Michigan, Ann Arbor, MI, USA
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Don't forget the dentist: Dental care use and needs of women with breast cancer. Breast 2016; 29:1-7. [PMID: 27376886 DOI: 10.1016/j.breast.2016.06.012] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2016] [Revised: 06/10/2016] [Accepted: 06/11/2016] [Indexed: 12/14/2022] Open
Abstract
PURPOSE Patients with breast cancer may develop dental problems due to treatment. We examined the prevalence of their dental care use and needs, compared the prevalence of use with that of the general population, and examined which factors predict patients' dental care use. METHODS Patients with primary breast cancer completed a questionnaire at 6 and 15 months post-diagnosis. Medical data were retrieved from medical records. The prevalence of dental care use and needs was examined with descriptive analyses. Associations between predictors and dental care use were examined with multivariate analyses. RESULTS Twenty-one percent of 746 participants visited their dentist at least once in the past three months at 6 months, and 23% at 15 months post-diagnosis. The estimated percentage of women with at least one contact with their dentist in 12 months was low compared to the general female population (31.9% versus 79.5%). One to two percent of the respondents wanted more contact. Having dental care insurance (odds ratio 1.80; 95% CI, 1.08-3.00), chemotherapy (odds ratio 1.93; 95% CI, 1.21-3.06), and clinical distress 6 months post-diagnosis (odds ratio 2.53; 95% CI, 1.70-3.79) predicted use of dental care 9 months later. CONCLUSIONS Up to 15 months post-diagnosis, breast cancer patients' dental care use is lower than warranted. Oncologists and cancer nurses are recommended to inform patients about dental risks, and to encourage them - particularly those without insurance - to visit their dentist. Occurrence of dental problems should be monitored, especially in patients who receive chemotherapy or who are clinically distressed.
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