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Lai B, Jiang H, Gao Y, Zhou X. Identification of ROCK1 as a novel biomarker for postmenopausal osteoporosis and pan-cancer analysis. Aging (Albany NY) 2023; 15:8873-8907. [PMID: 37683138 PMCID: PMC10522383 DOI: 10.18632/aging.205004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 08/20/2023] [Indexed: 09/10/2023]
Abstract
BACKGROUND Postmenopausal osteoporosis (PMOP) is a prevalent bone disorder with significant global impact. The elevated risk of osteoporotic fracture in elderly women poses a substantial burden on individuals and society. Unfortunately, the current lack of dependable diagnostic markers and precise therapeutic targets for PMOP remains a major challenge. METHODS PMOP-related datasets GSE7429, GSE56814, GSE56815, and GSE147287, were downloaded from the GEO database. The DEGs were identified by "limma" packages. WGCNA and Machine Learning were used to choose key module genes highly related to PMOP. GSEA, DO, GO, and KEGG enrichment analysis was performed on all DEGs and the selected key hub genes. The PPI network was constructed through the GeneMANIA database. ROC curves and AUC values validated the diagnostic values of the hub genes in both training and validation datasets. xCell immune infiltration and single-cell analysis identified the hub genes' function on immune reaction in PMOP. Pan-cancer analysis revealed the role of the hub genes in cancers. RESULTS A total of 1278 DEGs were identified between PMOP patients and the healthy controls. The purple module and cyan module were selected as the key modules and 112 common genes were selected after combining the DEGs and module genes. Five Machine Learning algorithms screened three hub genes (KCNJ2, HIPK1, and ROCK1), and a PPI network was constructed for the hub genes. ROC curves validate the diagnostic values of ROCK1 in both the training (AUC = 0.73) and validation datasets of PMOP (AUC = 0.81). GSEA was performed for the low-ROCK1 patients, and the top enriched field included protein binding and immune reaction. DCs and NKT cells were highly expressed in PMOP. Pan-cancer analysis showed a correlation between low ROCK1 expression and SKCM as well as renal tumors (KIRP, KICH, and KIRC). CONCLUSIONS ROCK1 was significantly associated with the pathogenesis and immune infiltration of PMOP, and influenced cancer development, progression, and prognosis, which provided a potential therapy target for PMOP and tumors. However, further laboratory and clinical evidence is required before the clinical application of ROCK1 as a therapeutic target.
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Affiliation(s)
- Bowen Lai
- Department of Orthopedics, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Heng Jiang
- Department of Orthopedics, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Yuan Gao
- Department of Orthopedics, Changzheng Hospital, Second Military Medical University, Shanghai, China
| | - Xuhui Zhou
- Department of Orthopedics, Changzheng Hospital, Second Military Medical University, Shanghai, China
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Ilic I, Potthoff AL, Borger V, Heimann M, Paech D, Giordano FA, Schmeel LC, Radbruch A, Schuss P, Schäfer N, Herrlinger U, Vatter H, Lakghomi A, Schneider M. Bone Mineral Density as an Individual Prognostic Biomarker in Patients with Surgically-Treated Brain Metastasis from Lung Cancer (NSCLC). Cancers (Basel) 2022; 14:cancers14194633. [PMID: 36230556 PMCID: PMC9562667 DOI: 10.3390/cancers14194633] [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: 07/19/2022] [Revised: 09/17/2022] [Accepted: 09/20/2022] [Indexed: 01/09/2023] Open
Abstract
Patients with BM are in advanced stages of systemic cancer, which may translate into significant alterations of body composition biomarkers, such as BMD. The present study investigated the prognostic value of BMD on overall survival (OS) of 95 patients with surgically-treated BM related to NSCLC. All patients were treated in a large tertiary care neuro-oncological center between 2013 and 2018. Preoperative BMD was determined from the first lumbar vertebrae (L1) from routine preoperative staging computed tomography (CT) scans. Results were stratified into pathologic and physiologic values according to recently published normative reference ranges and correlated with survival parameters. Median preoperative L1-BMD was 99 Hounsfield units (HU) (IQR 74-195) compared to 140 HU (IQR 113-159) for patients with pathological and physiologic BMD (p = 0.03), with a median OS of 6 versus 15 months (p = 0.002). Multivariable analysis revealed pathologic BMD as an independent prognostic predictor for increased 1-year mortality (p = 0.03, OR 0.5, 95% CI 0.2-1.0). The present study suggests that decreased preoperative BMD values may represent a previously unrecognized negative prognostic factor in patients of BM requiring surgery for NSCLC. Based on guideline-adherent preoperative staging, BMD may prove to be a highly individualized, readily available biomarker for prognostic assessment and treatment guidance in affected patients.
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Affiliation(s)
- Inja Ilic
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
- Correspondence: ; Tel.: +49-228-287-16500
| | | | - Valeri Borger
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Muriel Heimann
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Daniel Paech
- Department of Neuroradiology, University Hospital Bonn, 53127 Bonn, Germany
| | | | | | - Alexander Radbruch
- Department of Neuroradiology, University Hospital Bonn, 53127 Bonn, Germany
| | - Patrick Schuss
- Department of Neurosurgery, BG Klinikum Unfallkrankenhaus Berlin, 12683 Berlin, Germany
| | - Niklas Schäfer
- Division of Clinical Neurooncology, Department of Neurology, University Hospital Bonn, 53127 Bonn, Germany
| | - Ulrich Herrlinger
- Division of Clinical Neurooncology, Department of Neurology, University Hospital Bonn, 53127 Bonn, Germany
| | - Hartmut Vatter
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
| | - Asadeh Lakghomi
- Department of Neuroradiology, University Hospital Bonn, 53127 Bonn, Germany
| | - Matthias Schneider
- Department of Neurosurgery, University Hospital Bonn, 53127 Bonn, Germany
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Effect of gynecological cancer and its treatment on bone mineral density and the risk of osteoporosis and osteoporotic fracture. Obstet Gynecol Sci 2020; 63:470-479. [PMID: 32689773 PMCID: PMC7393757 DOI: 10.5468/ogs.20012] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 03/19/2020] [Indexed: 11/14/2022] Open
Abstract
Objective The purpose of this study was to evaluate the risk of osteopenia and osteoporosis by examining the bone mineral density (BMD) of the lumbar spine and femur in patients with gynecological cancer without bone metastasis and to evaluate the impact of treatment for different cancers on BMD. Methods This study retrospectively reviewed the medical records of 243 women with gynecological cancer and 240 controls between March 2010 and December 2016. Patients with cervical cancer (n=105), endometrial cancer (n=63), and ovarian cancer (n=75) were treated with total hysterectomy including bilateral salpingo-oophorectomy and/or chemotherapy and/or radiotherapy. For the control group, healthy post-menopausal women without gynecologic cancer were selected. Results Before anticancer treatment, the BMD of patients with cervical cancer and ovarian cancer was significantly lower than that of the controls, and the BMD of patients with endometrial cancer was not significantly different from that of the controls. However, the BMD of endometrial cancer significantly decreased after treatment. According to the treatment methods, there were significant differences in the BMD of L3, L4, and the femur neck. Changes in the BMD were lowest in patients who underwent surgical treatment only, and the highest bone loss was found in patients who underwent postoperative concurrent chemoradiotherapy. Conclusion Patients with cervical and ovarian cancer had lower BMD than those in the control group before treatment, and patients with endometrial cancer had decreased bone density after treatment. Therefore, during the treatment of gynecological cancer, strategies should be implemented to mitigate these risks.
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Sun LM, Liang JA, Lin CL, Lin MC, Chang NJ, Kao CH. Cancer risk in patients with osteoporosis: a population-based cohort study. Curr Med Res Opin 2017; 33:733-739. [PMID: 28044464 DOI: 10.1080/03007995.2017.1278681] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
BACKGROUND Osteoporosis has been associated with cancer development. We conducted a nationwide population-based cohort study in Taiwan to evaluate this possible association of osteoporosis with subsequent cancer development. METHODS A total of 35,979 patients diagnosed with osteoporosis between 2000 and 2010 identified from the National Health Insurance Research Database comprised the osteoporosis cohort, and each patient was randomly frequency matched with one individual from the general population (without osteoporosis) based on age, sex, and year of osteoporosis diagnosis to form the non-osteoporosis (control) cohort. Cox proportional hazard regression analysis was used to calculate adjusted hazard ratios and 95% confidence intervals and determine the effect of osteoporosis on cancer risk. RESULTS Patients with osteoporosis showed a significantly higher risk of developing liver and thyroid cancers and lower risk of colorectal cancer than did individuals without osteoporosis. Male patients with osteoporosis had a significantly increased risk for liver cancer, whereas female patients with osteoporosis had a significantly increased risk for thyroid cancer, but a significantly decreased risk for overall and colorectal cancers. In addition, more significant findings were observed when age ≤64 years or the follow-up duration was ≤5 years; however, a significantly lower risk for colorectal cancer was observed when follow-up duration was >5 years. Study limits including lack of data for some health-related behaviors, inclusion criteria of osteoporosis and potential selection bias have been discussed. CONCLUSION Patients with osteoporosis showed a higher risk for liver and thyroid cancers and a lower risk for colorectal cancer than did control individuals. Stratified analyses by sex, age, and follow-up duration showed various patterns in different cancers.
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Affiliation(s)
- Li-Min Sun
- a Department of Radiation Oncology , Zuoying Branch of Kaohsiung Armed Forces General Hospital , Kaohsiung , Taiwan
| | - Ji-An Liang
- b Graduate Institute of Clinical Medical Science, School of Medicine, College of Medicine, China Medical University , Taichung , Taiwan
- c Department of Radiation Oncology , China Medical University Hospital , Taichung , Taiwan
| | - Cheng-Li Lin
- d Management Office for Health Data, China Medical University Hospital , Taichung , Taiwan
- e College of Medicine, China Medical University , Taichung , Taiwan
| | - Ming-Chia Lin
- f Department of Nuclear Medicine , I-Shou University and EDa Hospital , Kaohsiung , Taiwan
| | - Nai-Jen Chang
- g Department of Pathology , Zuoying Branch of Kaohsiung Armed Forces General Hospital , Kaohsiung , Taiwan
| | - Chia-Hung Kao
- b Graduate Institute of Clinical Medical Science, School of Medicine, College of Medicine, China Medical University , Taichung , Taiwan
- h Department of Nuclear Medicine and PET Center , China Medical University Hospital , Taichung , Taiwan
- i Department of Bioinformatics and Medical Engineering , Asia University , Taichung , Taiwan
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Lee SW, Yeo SG, Oh IH, Yeo JH, Park DC. Bone mineral density in women treated for various types of gynecological cancer. Asia Pac J Clin Oncol 2016; 12:e398-e404. [PMID: 27521334 DOI: 10.1111/ajco.12584] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2015] [Revised: 06/24/2016] [Accepted: 06/28/2016] [Indexed: 11/28/2022]
Abstract
AIM Patients with gynecologic cancer frequently experience bone loss due to cancer treatments, including bilateral oophorectomy, chemotherapy and radiotherapy. This study evaluated treatment-associated changes in bone mineral density (BMD) in women with gynecologic cancer and compared changes among patients with different types of gynecologic cancer. METHODS BMD of the lumbar spine and femur was retrospectively analyzed using dual-energy X-ray absorptiometry in 118 women who underwent treatment for gynecological cancers and 132 women without gynecologic cancers. The cohort included 55 women with cervical cancer who underwent surgery followed by adjuvant chemotherapy and/or radiation therapy, 33 with endometrial cancer (EC) who underwent surgery followed by adjuvant radiation therapy and 30 with ovarian cancer who underwent bilateral oophorectomy followed by adjuvant platinum-based chemotherapy. Lumbar spine and femoral neck BMD were assessed at baseline and 12 months after treatment. Areal BMD, expressed as grams of mineral/cm2 scanned, was compared with that in young healthy women (T-score). RESULTS Demographic characteristics and pretreatment BMDs, including T-scores, did not differ among cancer types. After adjustment for factors that can affect T-score, cancer type affected change in T-score 12 months after treatment. After adjustment for pretreatment age, parity, BMI and T-score, T-score 12 months after treatment was significantly lower in the EC than in the other groups. CONCLUSIONS Women treated for gynecological cancer, particularly those with EC who undergo bilateral oophorectomy followed by adjuvant radiation therapy or chemotherapy, should be managed in a timely manner to prevent or minimize bone loss.
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Affiliation(s)
- Suk Woo Lee
- Department of Obstetrics and Gynecology, Hallym University Sacred Heart Hospital, Hallym University College of Medicine, Anyang, Korea
| | - Seung Geun Yeo
- East-West Medical Research Institute, Kyung Hee University, Seoul, Korea
| | - In-Hwan Oh
- Department of Preventive Medicine, School of Medicine, Kyung Hee University, Seoul, Korea
| | | | - Dong Choon Park
- Department of Obstetrics and Gynecology, St. Vincent's Hospital, College of Medicine, The Catholic University of Korea, Suwon, Korea
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Kao CH, Sun LM, Chen YS, Lin CL, Liang JA, Kao CH, Weng MW. Risk of Nongenitourinary Cancers in Patients With Spinal Cord Injury: A Population-based Cohort Study. Medicine (Baltimore) 2016; 95:e2462. [PMID: 26765443 PMCID: PMC4718269 DOI: 10.1097/md.0000000000002462] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/26/2022] Open
Abstract
Little information is available regarding the risk of nongenitourinary (GU) cancers in patients with spinal cord injury (SCI). The authors conducted a nationwide population-based study to investigate whether a higher risk of non-GU cancer is seen among patients with SCI.Data retrieved from the National Health Insurance Research Database of Taiwan were used in this study. A total of 41,900 patients diagnosed with SCI between 2000 and 2011 were identified from the National Health Insurance Research Database and comprised the SCI cohort. Each of these patients was randomly frequency matched with 4 people from the general population (without SCI) according to age, sex, comorbidities, and index year. Cox proportional hazards regression analysis was used to calculate adjusted hazard ratios and 95% confidence intervals and determine how SCI affected non-GU cancer risk.No significant difference in overall non-GU cancer risk was observed between the SCI and control groups. The patients with SCI exhibited a significantly higher risk of developing esophageal, liver, and hematologic malignancies compared with those without SCI. By contrast, the SCI cohort had a significantly lower risk of colorectal cancer compared with the non-SCI cohort (adjusted hazard ratio = 0.80, 95% confidence interval = 0.69-0.93). Additional stratified analyses by sex, age, and follow-up duration revealed various correlations between SCI and non-GU cancer risk.The patients with SCI exhibited higher risk of esophageal, liver, and hematologic malignancies but a lower risk of colorectal cancer compared with those without SCI. The diverse patterns of cancer risk among the patients with SCI may be related to the complications of chronic SCI.
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Affiliation(s)
- Chia-Hong Kao
- From the Lab of Biomaterials, School of Chinese Medicine, China Medical University, Taichung (C-HK, Y-SC), Department of Chinese Medicine, Taipei Medical University Hospital, Taipei (C-HK), Department of Radiation Oncology, Zuoying Branch of Kaohsiung Armed Forces General Hospital, Kaohsiung (L-MS), Department of Bioinformatics and Medical Engineering, Asia University, Wufeng District, Taichung, Taiwan (Y-SC), Management Office for Health Data, China Medical University Hospital (C-LL), College of Medicine, China Medical University (C-LL), Graduate Institute of Clinical Medical Science, School of Medicine, College of Medicine, China Medical University (J-AL, C-HK), Department of Radiation Oncology, China Medical University Hospital (J-AL), Department of Nuclear Medicine and PET Center, China Medical University Hospital, Taichung (C-HK); and Department of Internal Medicine, Zuoying Branch of Kaohsiung Armed Forces General Hospital, Kaohsiung, Taiwan (M-WW)
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Lee Y, Kim A, Kim HY, Eo WK, Lee ES, Chun S. Bone Density in Patients with Cervical Cancer or Endometrial Cancer in comparison with Healthy Control; According to the stages. J Cancer 2015; 6:686-93. [PMID: 26185529 PMCID: PMC4504103 DOI: 10.7150/jca.11490] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2015] [Accepted: 05/05/2015] [Indexed: 12/18/2022] Open
Abstract
Objective: To evaluate the bone mineral density (BMD) in the lumbar spine and femur in postmenopausal women with cervical cancer and endometrial cancer without bone metastasis in comparison with that in healthy control postmenopausal women, and to assess the loss of BMD according to the cancer stage. Materials and methods: We analyzed the BMD of the lumbar spine and femur using dual-energy X-ray absorptiometry (DXA) in 218 patients with cervical cancer, 85 patients with endometrial cancer, and 259 healthy controls. The serum levels of calcium (Ca), phosphorus (P), osteocalcin (OSC), and total alkaline phosphatase (ALP), and urine deoxypyridinoline(DPL) were measured in all participants. Results: Age, body mass index, parity, and time since menopause were not significantly different between the three groups. Serum Ca level was higher in the cervical cancer group (p = 0.000), however, urine DPL was lower in endometrial cancer group (p = 0.000). The T-scores of basal BMD at the second and fourth lumbar vertebra (L2, L4) were significantly lower in patients with cervical cancer (p = 0.038, 0.000, respectively) compared to those in the healthy control groups. Additionally, the incidence of osteoporosis and osteopenia basal status of bone mass was significantly higher in patients with cervical cancer compared to that in controls (p = 0.016). No differences in basal BMD of the lumbar spine and femur were observed between patients with cervical cancer according to their stages. Conclusion: Our results suggest that postmenopausal women with cervical cancer have a lower BMD and are at increased risk of osteoporosis in the lumbar spine before receiving anticancer treatment compared with postmenopausal women with endometrial cancer.
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Affiliation(s)
- Yubin Lee
- 1. Department of Obstetrics and Gynecology, Cha Gangnam Medical center, Cha University, Seoul, Korea
| | - Ari Kim
- 2. Department of Obstetrics and Gynecology, College of Medicine, Wonkwang University, Iksan, Korea
| | - Heung Yeol Kim
- 3. Department of Obstetrics and Gynecology, College of Medicine, Kosin University, Busan, Korea
| | - Wan Kyu Eo
- 4. Department of Internal Medicine, College of Medicine, Kyung Hee University, Seoul, Korea
| | - Eun Sil Lee
- 5. Department of Obstetrics and Gynecology, College of Medicine, Soon Chun Hyang University, Seoul, Korea
| | - Sungwook Chun
- 6. Department of Obstetrics and Gynecology, College of Medicine, Inje University, Busan, Korea
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Oh YL, Yoon MS, Suh DS, Kim A, Kim MJ, Lee JY, Song YJ, Ji YI, Kim KH, Chun S. Changes in bone density after cancer treatment in patients with cervical and endometrial cancer. J Cancer 2015; 6:82-9. [PMID: 25553092 PMCID: PMC4278918 DOI: 10.7150/jca.10679] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2014] [Accepted: 11/14/2014] [Indexed: 11/25/2022] Open
Abstract
OBJECTIVE: This study aimed to evaluate the impact of cancer treatment on bone mineral density (BMD) in the lumbar spine (LS) and femur in the postmenopausal women with cervical or endometrial cancer without bone metastasis compared to normal control postmenopausal women. METHODS: We retrospectively evaluated the BMD data in the LS, femur neck (FN) and trochanter (FT) by dual-energy X-ray absorptiometry and laboratory data of bone turnover markers at baseline and after one year in 130 patients with cervical cancer, 68 patients with endometrial cancer, and 225 healthy controls. RESULTS: There were no significant differences in the T-scores of basal BMD in LS and femur between patients with endometrial cancer and controls, and only T-score of basal BMD at the fourth lumbar vertebra (L4) was significantly lower in patients with cervical cancer compared to controls. One year later, T-scores of BMD at all LS sites and FN in patients with cervical cancer and T-scores of BMD at L3, L4, FN, and FT in those with endometrial cancer after cancer treatment were significantly lower compared to controls. Lower proportions of normal BMD at all skeletal sites except L2 in patients with endometrial cancer and those at L1, L4, and FN in patients with cervical cancer were observed compared to controls after cancer treatment. CONCLUSIONS: Our results suggest that cancer treatment increase bone loss in postmenopausal women with cervical and endometrial cancer.
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Affiliation(s)
- Young Lim Oh
- 1. Department of Obstetrics and Gynecology, College of Medicine, Kosin University, Busan, Republic of Korea
| | - Man Soo Yoon
- 2. Department of Obstetrics and Gynecology, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Dong Soo Suh
- 2. Department of Obstetrics and Gynecology, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Ari Kim
- 3. Department of Obstetrics and Gynecology, Institute of Wonkwang Medical Science, College of Medicine, Wonkwang University, Iksan, Korea
| | - Min Joung Kim
- 4. Department of Obstetrics and Gynecology, Catholic University School of Medicine, Seoul, Republic of Korea
| | - Ji Young Lee
- 5. Department of Obstetrics and Gynecology, Konkuk University School of Medicine, Seoul, Republic of Korea
| | - Yong Jung Song
- 6. Department of Obstetrics and Gynecology, Pusan National University School of Medicine, Yangsan, Republic of Korea
| | - Yong Il Ji
- 7. Department of Obstetrics and Gynecology, College of Medicine, Inje University, Busan, Republic of Korea
| | - Ki Hyung Kim
- 2. Department of Obstetrics and Gynecology, Pusan National University School of Medicine, Busan, Republic of Korea
| | - Sungwook Chun
- 7. Department of Obstetrics and Gynecology, College of Medicine, Inje University, Busan, Republic of Korea
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O'Malley CD, Tran N, Zapalowski C, Daizadeh N, Olenginski TP, Cauley JA. Multimorbidity in women with and without osteoporosis: results from a large US retrospective cohort study 2004-2009. Osteoporos Int 2014; 25:2117-30. [PMID: 24859882 DOI: 10.1007/s00198-014-2740-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2014] [Accepted: 05/01/2014] [Indexed: 01/10/2023]
Abstract
UNLABELLED To determine the incidence of comorbidities in women with and without osteoporosis, incidence rates per 1,000 person-years were calculated using electronic health records from an integrated healthcare system. The overall comorbidity burden and health service utilization were greater in women with osteoporosis than in the controls. INTRODUCTION This retrospective cohort study describes the incidence of an array of comorbidities in women with and without osteoporosis (OP). METHODS Using electronic health records from an integrated healthcare system, we identified 22,414 women aged 55-89 years with OP and 22,414 age-matched controls without OP. Incidence rates (IRs) per 1,000 person-years (P-Y) were calculated and 95% confidence intervals (CI) were estimated. RESULTS Women with OP had significantly more comorbidities, medications, hospitalizations, and outpatient visits than the controls. Most cardiac comorbidity rates were 20-25% lower in the OP cohort than in the control cohort. Hypertension had the largest rate difference; the IR was 42.0 per 1,000 P-Y (95% CI 40.2-44.0) in the OP cohort compared to 94.0 (95% CI 90.7-97.4) in the control cohort. Rates for cerebrovascular disease were similar for both cohorts at 26 per 1,000 P-Y. Bronchitis, sinusitis, and cystitis were each 55 per 1,000 P-Y in the OP cohort, whereas they ranged from 28 to 34 per 1,000 P-Y in the controls. The OP cohort had decreased incidence of ovarian, uterine, colorectal, and liver cancers and increased incidence of lung cancer, breast cancer, and multiple myeloma, compared to the non-OP cohort. Falls, depression, vision, and musculoskeletal issues were higher for the OP cohort than the controls. CONCLUSIONS This study demonstrates the high disease burden in women with OP. This knowledge may help guide the clinical management of this population and may aid in the interpretation of adverse events in randomized clinical trials of OP therapies.
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Affiliation(s)
- C D O'Malley
- Amgen Inc., MS: ASF 2 1120 Veterans Blvd, South San Francisco, CA, 94080, USA,
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Bang UC, Hyldstrup L, Jensen JEB. The impact of recombinant parathyroid hormone on malignancies and mortality: 7 years of experience based on nationwide Danish registers. Osteoporos Int 2014; 25:639-44. [PMID: 23943162 DOI: 10.1007/s00198-013-2470-y] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2013] [Accepted: 07/23/2013] [Indexed: 01/27/2023]
Abstract
UNLABELLED We used Danish registers to identify patients with osteoporosis, who had been treated with parathyroid hormone and evaluated the probability of developing cancer. We did not find an increased risk of cancer among the patients treated with parathyroid hormone. INTRODUCTION We evaluated the incidences of malignancies and mortality in osteoporotic patients treated with rPTH. METHODS Using Danish nationwide registers, we identified patients diagnosed with osteoporosis in the period 1995 through 2010. Each patient treated with rPTH ("case") was compared with 10 gender- and age-matched patients who did also have osteoporosis but did not receive rPTH ("control"). RESULTS A total of 4,104 cases (80.3 % females) were identified. The mean age at the beginning of rPTH treatment was 70.9 (SD 9.7) years. During a follow-up time of 10,118 person-years for the cases and 88,005 person-years for the controls, a total of 255 cases (6.2 %) compared with 2,103 controls (5.1 %) experienced a cancer (Chi square, p = 0.003). We found an adjusted cancer related HR of 1.1 (95 %CI 0.9-1.4) among the cases. Lung cancer was the only cancer type with a significantly increased rate among patients receiving rPTH (HR 1.7; 95 % CI 1.3-2.3). No cases developed osteosarcomas and nine controls developed osteosarcoma. During follow-up, 627 (15.3 %) cases died and 4,175 (10.2 %) controls died, which yielded an excess mortality risk of 26 % (95 % CI 16-37 %). This could be due to differences in the prevalence of vertebral fractures between the rPTH-treated and non-treated patients. CONCLUSION This study did not support the hypothesis describing a possible link between rPTH treatment and the development of cancer. We also conclude that osteosarcoma has not been diagnosed in any Danish patient receiving rPTH since the year 2003 when it was introduced on the market.
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Affiliation(s)
- U C Bang
- Department of Endocrinology, University Hospital of Hvidovre, Kettegård Allé 30, 2650, Hvidovre, Denmark,
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Chun S, Ji YI. RETRACTED: Bone mineral density of lumbar spine and femur in patients with gynecologic cancer. Climacteric 2013:1-7. [PMID: 24228804 DOI: 10.3109/13697137.2013.861815] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
Objective To compare the bone mineral density (BMD) of the lumbar spine and femur in postmenopausal women with cervical and endometrial cancer without bone metastasis with that in normal control postmenopausal women Methods We retrospectively analyzed the BMD of the lumbar spine and femur using dual-energy X-ray absorptiometry in 130 patients with cervical cancer, 68 patients with endometrial cancer, and 225 healthy controls. Results The serum levels of calcium, phosphorus, osteocalcin, total alkaline phosphatase and urine deoxypyridinoline were measured in all participants. Age, body mass index, parity and time since menopause were not significantly different between the three groups. The T-scores of basal BMD at the fourth lumbar vertebra (L4) were significantly lower in patients with cervical cancer (- 0.68 ± 0.10) compared to those in the other two groups. Additionally, the incidence of osteoporosis at L4 according to the basal status of bone mass was significantly higher in patients with cervical cancer (10.0%) compared to that in controls (0.4%). Urine deoxypyridinoline levels were significantly higher in patients with cervical cancer compared to those in controls. No differences in basal BMD of the lumbar spine and femur were observed between patients with endometrial cancer and controls, and no significant differences in biochemical markers were detected between patients with endometrial cancer and controls. Conclusion Our results suggest that postmenopausal women with cervical cancer have a lower BMD and are at increased risk of osteoporosis in the lumbar spine before receiving anticancer treatment compared with postmenopausal women with endometrial cancer.
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Affiliation(s)
- S Chun
- Department of Obstetrics and Gynecology, Inje University Haeundae Paik Hospital , Busan , Korea
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Vinogradova Y, Coupland C, Hippisley-Cox J. Exposure to bisphosphonates and risk of common non-gastrointestinal cancers: series of nested case-control studies using two primary-care databases. Br J Cancer 2013; 109:795-806. [PMID: 23868009 PMCID: PMC3738131 DOI: 10.1038/bjc.2013.383] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2013] [Revised: 06/05/2013] [Accepted: 06/11/2013] [Indexed: 01/05/2023] Open
Abstract
BACKGROUND Bisphosphonates are the most commonly prescribed osteoporosis drugs but long-term effects are unclear, although antitumour properties are known from preclinical studies. METHODS Nested case-control studies were conducted to investigate bisphosphonate use and risks of common non-gastrointestinal cancers (breast, prostate, lung, bladder, melanoma, ovarian, pancreas, uterus and cervical). Patients 50 years and older, diagnosed with primary cancers between 1997 and 2011, were matched to five controls using the UK practice-based QResearch and Clinical Practice Research Datalink (CPRD) databases. The databases were analysed separately and the results combined. RESULTS A total of 91 556 and 88 845 cases were identified from QResearch and CPRD, respectively. Bisphosphonate use was associated with reduced risks of breast (odds ratio (OR): 0.92, 95% confidence interval (CI): 0.87-0.97), prostate (OR: 0.87, 95% CI: 0.79-0.96) and pancreatic (OR: 0.79, 95% CI: 0.68-0.93) cancers in the combined analyses, but no significant trends with duration. For alendronate, reduced risk associations were found for prostate cancer in the QResearch (OR: 0.81, 95% CI: 0.70-0.93) and combined (OR: 0.84, 95% CI: 0.75-0.93) analyses (trend with duration P-values 0.009 and 0.001). There were no significant associations from any of the other analyses. CONCLUSION In this series of large population-based case-control studies, bisphosphonate use was not associated with increased risks for any common non-gastrointestinal cancers.
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Affiliation(s)
- Y Vinogradova
- Division of Primary Care, University Park, Nottingham NG2 7RD, UK.
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Hatlen P, Langhammer A, Forsmo S, Carlsen SM, Amundsen T. Bone mass density, fracture history, self-reported osteoporosis as proxy variables for estrogen and the risk of non-small-cell lung cancer—A population based cohort study, the HUNT study: Are proxy variables friends or faults? Lung Cancer 2013; 81:39-46. [DOI: 10.1016/j.lungcan.2013.04.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/25/2012] [Revised: 03/25/2013] [Accepted: 04/01/2013] [Indexed: 11/30/2022]
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Vinogradova Y, Coupland C, Hippisley-Cox J. Exposure to bisphosphonates and risk of gastrointestinal cancers: series of nested case-control studies with QResearch and CPRD data. BMJ 2013; 346:f114. [PMID: 23325866 PMCID: PMC3546625 DOI: 10.1136/bmj.f114] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
OBJECTIVE To investigate the association between use of bisphosphonates estimated from prescription information and risk of gastrointestinal cancers. DESIGN Series of nested case-control studies. SETTING General practices in the United Kingdom contributing to the QResearch primary care database (660) and the Clinical Practice Research Datalink (CPRD) (643). PARTICIPANTS Patients aged ≥ 50 with a diagnosis of a primary gastrointestinal cancer in 1997-2011, each matched with up to five controls by age, sex, practice, and calendar year. MAIN OUTCOME MEASURES Odds ratios for incident gastrointestinal cancers (colorectal, oesophageal, gastric) and use of bisphosphonates, adjusted for smoking status, ethnicity, comorbidities, and use of other drugs. RESULTS 20,106 and 19,035 cases of colorectal cancer cases, 5364 and 5135 cases of oesophageal cancer cases, and 3155 and 3157 cases of gastric cancer were identified from QResearch and CPRD, respectively. Overall bisphosphonate use (at least one prescription) was not associated with risk of colorectal, oesophageal, or gastric cancers in either database. Adjusted odds ratios (95% confidence interval) for QResearch and CPRD were 0.97 (0.79 to 1.18) and 1.18 (0.97 to 1.43) for oesophageal cancer; 1.12 (0.87 to 1.44) and 0.79 (0.62 to 1.01) for gastric cancer; and 1.03 (0.94 to 1.14) and 1.10 (1.00 to 1.22) for colorectal cancer. Additional analyses showed no difference between types of bisphosphonate for risk of oesophageal and colorectal cancers. For gastric cancer, alendronate use was associated with an increased risk (1.47, 1.11 to 1.95; P=0.008), but only in data from the QResearch database and without any association with duration and with no definitive confirmation from sensitivity analysis. CONCLUSIONS In this series of population based case-control studies in two large primary care databases, exposure to bisphosphonates was not associated with an increased risk of common gastrointestinal cancers.
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Affiliation(s)
- Yana Vinogradova
- Division of Primary Care, University Park, Nottingham NG2 7RD, UK.
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Chiang CH, Huang CC, Chan WL, Huang PH, Chen TJ, Chung CM, Lin SJ, Chen JW, Leu HB. Oral alendronate use and risk of cancer in postmenopausal women with osteoporosis: A nationwide study. J Bone Miner Res 2012; 27:1951-8. [PMID: 22532232 DOI: 10.1002/jbmr.1645] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
Abstract
The association between use of oral bisphosphonates and cancer development in elderly women is still uncertain, and previous studies have shown controversial results. We used a nationwide, population-based database to explore the relationship between the use of alendronate, an oral bisphosphonate agent used for the treatment of osteoporosis, and the risk of all malignancies in women with osteoporosis and age over 55 years. In the study group, we included 6906 women with osteoporosis (age, mean ± SD, 73.4 ± 8.4 years) taking oral alendronate, who were selected from a 1,000,000 sample cohort dataset collected between January 1998 and December 2009. Another 20,697 age- and comorbidity-matched women (73.5 ± 8.4 years) without bisphosphonates treatment were included in the control group. No subjects had any history of being diagnosed with cancer before inclusion. We used a log-rank test to analyze the differences in accumulated cancer-free survival rates between these two groups. A Cox proportional-hazard model, adjusted for confounding factors, was used to evaluate the association between alendronate use and the development of all cancer events in postmenopausal women with osteoporosis. During the mean follow-up period of 4.8 years, 821 patients from the study group and 2646 patients from the control group had new cancers. There was no significant difference in cancer incidence between alendronate users and controls (11.9% versus 12.8%, p = 0.054). The person-year incidence of newly-developed cancer in alendronate users and controls was 28.0 and 29.4 per 1000 person-years, respectively. Alendronate use was not associated with increased risk of cancer development in women with osteoporosis (adjusted hazard ratio, 1.05; 95% confidence interval [CI], 0.97-1.13; p = 0.237). However, due to the limited study size and underpowered results, further larger prospective studies or meta-analysis are suggested to further confirm our findings.
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Affiliation(s)
- Chia-Hung Chiang
- Division of Cardiology, Department of Medicine, Zhudong Veterans Hospital, HsinChu, Taiwan
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Vinogradova Y, Coupland C, Hippisley-Cox J. Exposure to bisphosphonates and risk of cancer: a protocol for nested case-control studies using the QResearch primary care database. BMJ Open 2012; 2:e000548. [PMID: 22240651 PMCID: PMC3278492 DOI: 10.1136/bmjopen-2011-000548] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/21/2022] Open
Abstract
Introduction Bisphosphonates are becoming a common treatment for osteoporosis particularly after discovery of the association between hormone replacement therapy and increased risk of breast cancer. As osteoporosis develops with age, treatment is a long-term intervention. Randomised control trials typically have limited follow-up times, which restricts investigation of the effects of the drugs on risk of primary cancers. A few observational studies have demonstrated a reduced risk of breast cancer and possibly of endometrial cancer in bisphosphonate users. Two epidemiological studies have studied the effect of the drugs on oesophageal cancer but did not reach any definite conclusions. So far, no effects on colorectal and stomach cancer have been shown. This study will investigate the association of bisphosphonates with risks of the 10 most common primary cancers. Methods and analysis A series of nested case-control studies will be based on the general population using records from 660 UK general practices within the QResearch Database. Cases will be patients with primary cancers diagnosed between 1996 and 2011. Each case will be matched by age, sex, practice and calendar year to five controls, who are alive and registered with the practice at the time of diagnosis of the case. Exposure to bisphosphonates will be defined as at least one prescription during the study period. For the most common cancers with substantial numbers of observations, the effect of the duration of the treatment and different types of bisphosphonates will be studied. Conditional logistic regression will be applied to produce ORs adjusted for smoking status, socioeconomic status, ethnicity, cancer-specific co-morbidities and use of other medications.
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Affiliation(s)
- Yana Vinogradova
- Division of Primary Care, University of Nottingham, School of Community Health Sciences, Division of Primary Care, University Park, Nottingham, UK
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Rennert G, Pinchev M, Rennert HS, Gruber SB. Use of bisphosphonates and reduced risk of colorectal cancer. J Clin Oncol 2011. [PMID: 21321296 DOI: 10.1200/jco.2010.33.7345] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
PURPOSE Bisphosphonates are commonly used for the treatment of osteoporosis and bone metastases caused by breast cancer and were recently reported to be associated with a reduced risk of breast cancer, possibly acting through the mevalonate pathway, but their association with risk of other cancers is unknown. PATIENTS AND METHODS The Molecular Epidemiology of Colorectal Cancer study is a population-based, case-control study in northern Israel of patients with colorectal cancer and age-, sex-, clinic-, and ethnic group-matched controls. Long-term use of bisphosphonates before diagnosis was assessed in a subset of 933 pairs of postmenopausal female patients and controls, enrolled in Clalit Health Services, using computerized pharmacy records. RESULTS The use of bisphosphonates for more than 1 year before diagnosis, but not for less than 1 year, was associated with a significantly reduced relative risk (RR) of colorectal cancer (RR, 0.50; 95% CI, 0.35 to 0.71). This association remained statistically significant after adjustment in a model for vegetable consumption, sports activity, family history of colorectal cancer, body mass index, and use of low-dose aspirin, statins, vitamin D, and postmenopausal hormones (RR, 0.41; 95% CI, 0.25 to 0.67). Concomitant use of bisphosphonates and statins did not further reduce the risk. CONCLUSION The use of oral bisphosphonates for more than 1 year was associated with a 59% relative reduction in the risk of colorectal cancer, similar to the recently reported association of this drug class with reduction in breast cancer risk.
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Affiliation(s)
- Gad Rennert
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, and Clalit Health Services National Cancer Control Center, Haifa, Israel.
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Rennert G, Pinchev M, Rennert HS, Gruber SB. Use of bisphosphonates and reduced risk of colorectal cancer. J Clin Oncol 2011; 29:1146-50. [PMID: 21321296 DOI: 10.1200/jco.2010.33.7485] [Citation(s) in RCA: 81] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
PURPOSE Bisphosphonates are commonly used for the treatment of osteoporosis and bone metastases caused by breast cancer and were recently reported to be associated with a reduced risk of breast cancer, possibly acting through the mevalonate pathway, but their association with risk of other cancers is unknown. PATIENTS AND METHODS The Molecular Epidemiology of Colorectal Cancer study is a population-based, case-control study in northern Israel of patients with colorectal cancer and age-, sex-, clinic-, and ethnic group-matched controls. Long-term use of bisphosphonates before diagnosis was assessed in a subset of 933 pairs of postmenopausal female patients and controls, enrolled in Clalit Health Services, using computerized pharmacy records. RESULTS The use of bisphosphonates for more than 1 year before diagnosis, but not for less than 1 year, was associated with a significantly reduced relative risk (RR) of colorectal cancer (RR, 0.50; 95% CI, 0.35 to 0.71). This association remained statistically significant after adjustment in a model for vegetable consumption, sports activity, family history of colorectal cancer, body mass index, and use of low-dose aspirin, statins, vitamin D, and postmenopausal hormones (RR, 0.41; 95% CI, 0.25 to 0.67). Concomitant use of bisphosphonates and statins did not further reduce the risk. CONCLUSION The use of oral bisphosphonates for more than 1 year was associated with a 59% relative reduction in the risk of colorectal cancer, similar to the recently reported association of this drug class with reduction in breast cancer risk.
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Affiliation(s)
- Gad Rennert
- Department of Community Medicine and Epidemiology, Carmel Medical Center, Bruce Rappaport Faculty of Medicine, Technion-Israel Institute of Technology, and Clalit Health Services National Cancer Control Center, Haifa, Israel.
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Abstract
About 20,000 Americans are diagnosed with multiple myeloma (MM) each year, and more than 10,000 die of MM in the United States annually. The etiology of MM remains unknown, although genetic and environmental factors have been implicated. Patients (n = 68) from the Myeloma Institute for Research and Therapy at the University of Arkansas for Medical Sciences and their family members with MM or a related malignancy were interviewed for environmental factors associated with MM and for family history data to complete pedigrees. In collaboration with Dr Henry Lynch at Creighton University, pedigrees of at least 3 generations were analyzed. Eighteen families (27%) have a putative autosomal dominant mode of genetic transmission of MM. Furthermore, the pedigrees indicate that pancreatic cancer, malignant melanoma, breast cancer, and lymphoma may be part of a myeloma syndrome. Environmental factors associated with MM present in this patient population were being born and raised in a rural area, raising cattle or cotton, and exposure to pesticides, insecticides, or herbicides. This work will be part of the efforts to create an international consortium to study familial MM. Research in the area of molecular epidemiology is needed to discover the genetic and environmental determinants of this disease.
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Danforth KN, Schairer C, Schatzkin A, Lacey JV. Bone fractures and incident epithelial ovarian cancer in a prospective cohort study. J Womens Health (Larchmt) 2009; 18:1777-82. [PMID: 19951211 DOI: 10.1089/jwh.2008.1341] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
OBJECTIVE Osteoporosis and osteoporotic fractures are hypothesized to reflect circulating hormone levels in older women and have been inversely associated with breast and endometrial cancers. However, associations between fractures and ovarian cancer, another hormonal cancer, have not been examined. Therefore, we conducted a prospective study among women in the Breast Cancer Detection Demonstration Project Follow-up Study. METHODS Fractures after age 45 were assessed using two questionnaires from 1987 to 1995. Relative risks (RRs) and 95% confidence intervals (CIs) were estimated by Cox proportional hazards models, adjusting for potential confounders. Fracture location was used to further evaluate the fractures most likely to be osteoporotic. RESULTS Among 36,115 women with up to 11 years of follow-up (average follow-up was 8.3 years), there were 151 cases of incident ovarian cancer. Fractures were reported by 19% (n = 6,919) of women. Ovarian cancer risk was not associated with any (RR = 1.13, 95% CI 0.74-1.71) or likely osteoporotic (RR = 1.05, 95% CI 0.65-1.69) fractures. Among never users of postmenopausal hormones, the association between any fracture and ovarian cancer (RR = 1.21, 95% CI 0.55-2.65, n = 50 cases) also was statistically nonsignificant. CONCLUSIONS Data from this large, prospective study do not support an association between fractures and ovarian cancer risk.
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Affiliation(s)
- Kim N Danforth
- Division of Cancer Epidemiology and Genetics, National Cancer Institute, NIH, DHHS, Bethesda, Maryland 20852, USA.
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Risk of multiple myeloma and monoclonal gammopathy of undetermined significance among white and black male United States veterans with prior autoimmune, infectious, inflammatory, and allergic disorders. Blood 2008; 111:3388-94. [PMID: 18239085 DOI: 10.1182/blood-2007-10-121285] [Citation(s) in RCA: 163] [Impact Index Per Article: 10.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023] Open
Abstract
In a retrospective cohort of more than 4 million white and black male United States (US) veterans, we explored the role of specific prior autoimmune, infectious, inflammatory, and allergic disorders in the etiology of multiple myeloma (MM) and monoclonal gammopathy of undetermined significance (MGUS). Patients were selected from computerized inpatient discharge records at US Veterans Affairs hospitals. The analysis included 4641 patients (3040 white, 1601 black) and 2046 patients (1312 white; 734 black) with a discharge diagnosis of MM and MGUS, respectively. Using Poisson regression, we calculated age-adjusted relative risks (RRs) and 95% confidence intervals (CIs) for the relationship between MM, MGUS, and specific prior medical conditions. Significantly elevated risks of MM were associated with broad categories of autoimmune (RR, 1.15; 95% CI, 1.02-1.28), infectious (RR, 1.29; 95% CI, 1.20-1.38), and inflammatory disorders (RR, 1.18; 95% CI, 1.10-1.27) and specific prior autoimmune (polymyositis/dermatomyositis, systemic sclerosis, autoimmune hemolytic anemia, pernicious anemia, and ankylosing spondylitis), infectious (pneumonia, hepatitis, meningitis, septicemia, herpes zoster, and poliomyelitis), and inflammatory (glomerulonephritis, nephrotic syndrome, and osteoarthritis) disorders. Risks for MGUS were generally of similar magnitude. Our results indicate that various types of immune-mediated conditions might act as triggers for MM/MGUS development.
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