1
|
Marroncini G, Martinelli S, Menchetti S, Bombardiere F, Martelli FS. Hyperhomocysteinemia and Disease-Is 10 μmol/L a Suitable New Threshold Limit? Int J Mol Sci 2024; 25:12295. [PMID: 39596358 PMCID: PMC11594664 DOI: 10.3390/ijms252212295] [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: 10/02/2024] [Revised: 11/11/2024] [Accepted: 11/15/2024] [Indexed: 11/28/2024] Open
Abstract
Hyperhomocysteinemia (HHcy) is a medical condition characterized by an abnormally high level of homocysteine (Hcy) in the blood. Homocysteine is a toxic sulfur-containing amino acid that is produced during the metabolism of methionine. Under normal circumstances, Hcy is recycled back to methionine via the remethylation pathway, through the action of various enzymes and vitamins, particularly folic acid (vitamin B9) and B12 used when intracellular methionine levels are low, thus restoring the necessary levels to correctly maintain active protein synthesis. A second pathway, used in cases of intracellular methionine excess, (the trans-sulfuration pathway) is the one that recycles Hcy into cysteine (a precursor of glutathione), first passing through cystathionine (via the enzyme cystathionine beta-synthase), a reaction that requires vitamin B6 in its active form. HHcy has been identified as a risk factor for a variety of disorders, including cardiovascular diseases, multiple sclerosis, diabetes, Alzheimer's and Parkinson's diseases, osteoporosis and cancer. However, it remains unclear whether the slightly elevated concentration of Hcy (Hcy 7-10 μmol/L) is a causative factor or simply a marker of these pathologies. In human plasma, the concentration of Hcy ([Hcy]) is classified as mild (15 to 30 μmol/L), moderate (30 to 100 μmol/L), and severe (greater than 100 μmol/L). Interestingly, many laboratories continue to consider 25 μmol/L as normal. This review seeks to examine the controversial literature regarding the normal range of HHcy and emphasizes that even a [Hcy] level of 10 μmol/L may contribute to the development of several diseases, aiming to discuss whether it would be appropriate to lower the threshold of HHcy normal values.
Collapse
Affiliation(s)
- Giada Marroncini
- Biomolecular Diagnostic Laboratories, Via N. Porpora, 50144 Florence, Italy; (S.M.); (F.B.); (F.S.M.)
- Department of Clinical and Experimental Medicine, University of Florence, 50139 Florence, Italy;
| | - Serena Martinelli
- Department of Clinical and Experimental Medicine, University of Florence, 50139 Florence, Italy;
| | - Sara Menchetti
- Biomolecular Diagnostic Laboratories, Via N. Porpora, 50144 Florence, Italy; (S.M.); (F.B.); (F.S.M.)
| | - Francesco Bombardiere
- Biomolecular Diagnostic Laboratories, Via N. Porpora, 50144 Florence, Italy; (S.M.); (F.B.); (F.S.M.)
| | | |
Collapse
|
2
|
Xie H, Wei L, Wang Q, Tang S, Gan J. Elevated serum homocysteine levels associated with poor recurrence-free and overall survival in patients with colorectal cancer. Sci Rep 2024; 14:10057. [PMID: 38698172 PMCID: PMC11066114 DOI: 10.1038/s41598-024-60855-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2023] [Accepted: 04/29/2024] [Indexed: 05/05/2024] Open
Abstract
This study aimed to evaluate the significance of homocysteine (HCY) levels in predicting recurrence-free survival (RFS) and overall survival (OS) in colorectal cancer (CRC) patients. This retrospective study involved 1272 CRC patients. The risk of mortality increased with increasing HCY levels in CRC patients. The optimal HCY cutoff value in CRC patients was 15.2 μmol/L. The RFS (45.8% vs. 60.5%, p < 0.001) and OS (48.2% vs. 63.2%, p < 0.001) of patients with high HCY levels were significantly lower than those of patients with low HCY levels. Patients with high HCY levels were older, male, had large tumours, high carcinoembryonic antigen (CEA) levels, and long hospital stays, and incurred high hospitalisation costs. Multivariate analysis showed that when HCY levels exceeded 15.2 μmol/L, the risk of adverse RFS and OS increased by 55.7% and 61.4%, respectively. Subgroup analysis showed that HCY levels could supplement CEA levels and pathological staging. We constructed HCY-based prognostic nomograms, which demonstrated feasible discrimination and calibration values better than the traditional tumour, node, metastasis staging system for predicting RFS and OS. Elevated serum HCY levels were strongly associated with poor RFS and OS in CRC patients. HCY-based prognostic models are effective tools for a comprehensive evaluation of prognosis.
Collapse
Affiliation(s)
- Hailun Xie
- Department of Gastrointestinal Gland Surgery, The First Affiliated Hospital, Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
- Guangxi Key Laboratory of Enhanced Recovery After Surgery for Gastrointestinal Cancer, Nanning, 530021, Guangxi, People's Republic of China
| | - Lishuang Wei
- Department of Geriatric Respiratory Disease Ward, The First Affiliated Hospital, Guangxi Medical University, Nanning, Guangxi, People's Republic of China
| | - Qiwen Wang
- Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China
- Guangxi Key Laboratory of Enhanced Recovery After Surgery for Gastrointestinal Cancer, Nanning, 530021, Guangxi, People's Republic of China
| | - Shuangyi Tang
- Department of Pharmacy, The First Affiliated Hospital, Guangxi Medical University, Nanning, Guangxi, People's Republic of China.
| | - Jialiang Gan
- Department of Colorectal and Anal Surgery, The First Affiliated Hospital of Guangxi Medical University, 6 Shuangyong Road, Nanning, 530021, Guangxi, People's Republic of China.
- Guangxi Key Laboratory of Enhanced Recovery After Surgery for Gastrointestinal Cancer, Nanning, 530021, Guangxi, People's Republic of China.
| |
Collapse
|
3
|
Keshani F, Mahmoodi A, Gholami M, Azmoudeh F. Assessment of biochemical factors in blood serum of patients with oral squamous cell carcinoma. Dent Res J (Isfahan) 2023; 20:81. [PMID: 37674571 PMCID: PMC10478831] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 08/03/2022] [Accepted: 05/03/2023] [Indexed: 09/08/2023] Open
Abstract
Background Recently, the role of biochemical factors in the etiology of oral squamous cell carcinoma (OSCC) has attracted some attention. Serum levels of biochemical factors may change in cancer patients. This study aimed to assess the serum level of folate, Vitamin B12, homocysteine, iron, copper, and selenium in patients with OSCC. Materials and Methods This descriptive analytical study was conducted on 30 primary OSCC patients (15 males and 15 females) presenting to Imam Khomeini Cancer Institute, who had not yet undergone treatment. Blood samples were taken and serum levels of folate, Vitamin B12, homocysteine, iron, copper, and selenium were measured. Serum levels of micronutrients in patients with different tumor sizes were analyzed by one-way ANOVA. Serum levels of micronutrients were compared among groups with and without metastasis and lymph node involvement using Student's t-test (P < 0.05). Results Serum levels of B12, folic acid, homocysteine, copper, iron, and selenium were 232.5 ± 102.68, 8.66 ± 4.06, 18.87 ± 8.81, 96.0 ± 22.64, 55.27 ± 40.58, and 92.47 ± 18.83 ng/mL, respectively. Relatively similar values were measured in patients with different tumor sizes with and without lymph node involvement and presence or absence distant metastasis. However, the serum level of folic acid in OSCC patients without lymph node involvement was significantly higher than that in OSCC patients with lymph node involvement (P < 0.05). Conclusion Despite some variations, serum levels of micronutrients in OSCC patients were within the normal limits. Considering the variations in serum level of copper in OSCC patients, it may be used as a diagnostic marker. However, further studies are warranted in this respect.
Collapse
Affiliation(s)
- Forooz Keshani
- Department of Oral and Maxillofacial Pathology, Dental Research Institute, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Alireza Mahmoodi
- Department of Oral and Maxillofacial Pathology, Students Research Committee, School of Dentistry Qazvin University of Medical Sciences, Qazvin, Iran
| | - Masood Gholami
- Department of Oral and Maxillofacial Pathology, Students Research Committee, School of Dentistry Qazvin University of Medical Sciences, Qazvin, Iran
| | - Faezeh Azmoudeh
- Department of Oral and Maxillofacial Pathology, Dental Caries Prevention Research Center, Qazvin, Iran
| |
Collapse
|
4
|
Mühl D, Herold M, Herold Z, Hornyák L, Szasz AM, Dank M. Longitudinal Analysis of 1α,25-dihidroxyvitamin D 3 and Homocysteine Changes in Colorectal Cancer. Cancers (Basel) 2022; 14:658. [PMID: 35158926 PMCID: PMC8833406 DOI: 10.3390/cancers14030658] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2021] [Revised: 01/22/2022] [Accepted: 01/26/2022] [Indexed: 02/05/2023] Open
Abstract
BACKGROUND 1α,25-dihydroxycholecalciferol (1,25(OH)2D3) and homocysteine are known to play a role in the pathophysiology of colorectal cancer (CRC). In health, the two changes are inversely proportional to each other, but little is known about their combined effect in CRC. METHODS The serum 1,25(OH)2D3 and the homocysteine levels of eighty-six CRC patients were measured, who were enrolled into four cohorts based on the presence of metastases (Adj vs. Met) and vitamin D3 supplementation (ND vs. D). RESULTS 1,25(OH)2D3 was constant (Adj-ND), increased significantly (Adj-D, p = 0.0261), decreased (Met-ND), or returned close to the baseline after an initial increase (Met-D). The longitudinal increase in 1,25(OH)2D3 (HR: 0.9130, p = 0.0111) positively affected the overall survival in non-metastatic CRC, however, this effect was cancelled out in those with metastasis (p = 0.0107). The increase in homocysteine negatively affected both the overall (HR: 1.0940, p = 0.0067) and the progression-free survival (HR: 1.0845, p = 0.0073). Lower 1,25(OH)2D3 and/or higher homocysteine level was characteristic for patients with higher serum lipids, albumin, total protein, white blood cell and platelet count, male sex, and right-sided tumors. No statistically justifiable connection was found between the target variables. CONCLUSIONS A measurement-based titration of vitamin D3 supplementation and better management of comorbidities are recommended for CRC.
Collapse
Affiliation(s)
- Dorottya Mühl
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.M.); (Z.H.); (L.H.); (A.M.S.)
| | - Magdolna Herold
- Department of Internal Medicine and Hematology, Semmelweis University, 1088 Budapest, Hungary;
| | - Zoltan Herold
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.M.); (Z.H.); (L.H.); (A.M.S.)
| | - Lilla Hornyák
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.M.); (Z.H.); (L.H.); (A.M.S.)
| | - Attila Marcell Szasz
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.M.); (Z.H.); (L.H.); (A.M.S.)
| | - Magdolna Dank
- Division of Oncology, Department of Internal Medicine and Oncology, Semmelweis University, 1083 Budapest, Hungary; (D.M.); (Z.H.); (L.H.); (A.M.S.)
| |
Collapse
|
5
|
Kobalamina – właściwości biomedyczne i niedobór w ujęciu biochemicznym. POSTEP HIG MED DOSW 2021. [DOI: 10.2478/ahem-2021-0004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Abstrakt
Kobalamina (witamina B12) jest rozpuszczalnym w wodzie związkiem organicznym, zaliczanym do witamin grupy B. Złożona budowa i polarność cząsteczki witaminy B12 sprawiają, że do jej prawidłowego wykorzystania i przemian w organizmie człowieka niezbędny jest udział wyspecjalizowanych białek. Głównym źródłem kobalaminy człowieka jest pokarm pochodzenia zwierzęcego. Ze względu na rezerwy tkankowe tej witaminy, jej niedobór ujawnia się dopiero po kilku latach niewystarczającej podaży z pożywieniem. Badania przesiewowe pod kątem deficytu kobalaminy są jednak uzasadnione u osób z czynnikami ryzyka hipokobalaminemii, takimi jak: stan po resekcji żołądka lub jelita cienkiego, dieta wegańska, długotrwałe stosowanie metforminy, antagonistów receptora histaminowego H2 oraz leków z grupy inhibitorów pompy protonowej, a także podeszły wiek.
Witamina B12 jako kofaktor enzymatyczny uczestniczy w licznych przemianach wewnątrzmitochondrialnych oraz w syntezie metioniny, niezbędnej do powstania S-adenozylometioniny istotnej w procesie metylacji cząsteczek biologicznie czynnych. Przez powiązania metaboliczne z kwasem foliowym kobalamina wpływa na proces syntezy DNA i podział komórki. Obecnie coraz częściej zwraca się uwagę na potencjalny udział niedoboru witaminy B12 w patogenezie chorób neurodegeneracyjnych, a także nowotworowych. Niedobór kobalaminy na poziomie molekularnym destabilizuje genom komórek, zwiększając ryzyko ich złośliwej transformacji. Jednak u osób z chorobą nowotworową lub obciążonych ryzykiem jej rozwoju witamina B12 może nasilać ekspansję komórek neoplastycznych.
Collapse
|
6
|
Zhang X, Qu YY, Liu L, Qiao YN, Geng HR, Lin Y, Xu W, Cao J, Zhao JY. Homocysteine inhibits pro-insulin receptor cleavage and causes insulin resistance via protein cysteine-homocysteinylation. Cell Rep 2021; 37:109821. [PMID: 34644569 DOI: 10.1016/j.celrep.2021.109821] [Citation(s) in RCA: 92] [Impact Index Per Article: 23.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2021] [Revised: 08/06/2021] [Accepted: 09/21/2021] [Indexed: 01/10/2023] Open
Abstract
Elevation in homocysteine (Hcy) level is associated with insulin resistance; however, the causality between them and the underlying mechanism remain elusive. Here, we show that Hcy induces insulin resistance and causes diabetic phenotypes by protein cysteine-homocysteinylation (C-Hcy) of the pro-insulin receptor (pro-IR). Mechanistically, Hcy reacts and modifies cysteine-825 of pro-IR in the endoplasmic reticulum (ER) and abrogates the formation of the original disulfide bond. C-Hcy impairs the interaction between pro-IR and the Furin protease in the Golgi apparatus, thereby hindering the cleavage of pro-IR. In mice, an increase in Hcy level decreases the mature IR level in various tissues, thereby inducing insulin resistance and the type 2 diabetes phenotype. Furthermore, inhibition of C-Hcy in vivo and in vitro by overexpressing protein disulfide isomerase rescues the Hcy-induced phenotypes. In conclusion, C-Hcy in the ER can serve as a potential pharmacological target for developing drugs to prevent insulin resistance and increase insulin sensitivity.
Collapse
Affiliation(s)
- Xuan Zhang
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Yuan-Yuan Qu
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Lian Liu
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Ya-Nan Qiao
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Hao-Ran Geng
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Yan Lin
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Wei Xu
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China
| | - Jing Cao
- Department of Anatomy and Neuroscience Research Institute, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China
| | - Jian-Yuan Zhao
- State Key Laboratory of Genetic Engineering, Zhongshan Hospital of Fudan University, School of Life Sciences, Children's Hospital of Fudan University, Fudan University Shanghai Cancer Center, and Institutes of Biomedical Sciences, Fudan University, Shanghai 200438, P.R. China; Department of Anatomy and Neuroscience Research Institute, School of Basic Medical Sciences, Zhengzhou University, Zhengzhou 450001, China.
| |
Collapse
|
7
|
A novel near-infrared and naked-eye fluorescence probe with a large stokes shift for specific detection of cysteine and its application in living cells. Tetrahedron Lett 2020. [DOI: 10.1016/j.tetlet.2020.151963] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
|
8
|
Hong JT, Kim ER. Current state and future direction of screening tool for colorectal cancer. World J Meta-Anal 2019; 7:184-208. [DOI: 10.13105/wjma.v7.i5.184] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/17/2019] [Revised: 05/25/2019] [Accepted: 05/28/2019] [Indexed: 02/06/2023] Open
Abstract
As the second-most-common cause of cancer death, colorectal cancer (CRC) has been recognized as one of the biggest health concerns in advanced countries. The 5-year survival rate for patients with early-stage CRC is significantly better than that for patients with CRC detected at a late stage. The primary target for CRC screening and prevention is advanced neoplasia, which includes both CRC itself, as well as benign but histologically advanced adenomas that are at increased risk for progression to malignancy. Prevention of CRC through detection of advanced adenomas is important. It is, therefore, necessary to develop more efficient detection methods to enable earlier detection and therefore better prognosis. Although a number of CRC diagnostic methods are currently used for early detection, including stool-based tests, traditional colonoscopy, etc., they have not shown optimal results due to several limitations. Hence, development of more reliable screening methods is required in order to detect the disease at an early stage. New screening tools also need to be able to accurately diagnose CRC and advanced adenoma, help guide treatment, and predict the prognosis along with being relatively simple and non-invasive. As part of such efforts, many proposals for the early detection of colorectal neoplasms have been introduced. For example, metabolomics, referring to the scientific study of the metabolism of living organisms, has been shown to be a possible approach for discovering CRC-related biomarkers. In addition, a growing number of high-performance screening methodologies could facilitate biomarker identification. In the present, evidence-based review, the authors summarize the current state as recognized by the recent guideline recommendation from the American Cancer Society, US Preventive Services Task Force and the United States Multi-Society Task Force and discuss future direction of screening tools for colorectal cancer. Further, we highlight the most interesting publications on new screening tools, like molecular biomarkers and metabolomics, and discuss these in detail.
Collapse
Affiliation(s)
- Ji Taek Hong
- Department of Internal Medicine, Hallym University College of Medicine, Chuncheon 24253, South Korea
| | - Eun Ran Kim
- Division of Gastroenterology, Department of Medicine, Samsung Medical Center, Sungkyunkwan University School of Medicine, Seoul 06351, South Korea
| |
Collapse
|
9
|
Erben V, Bhardwaj M, Schrotz-King P, Brenner H. Metabolomics Biomarkers for Detection of Colorectal Neoplasms: A Systematic Review. Cancers (Basel) 2018; 10:E246. [PMID: 30060469 PMCID: PMC6116151 DOI: 10.3390/cancers10080246] [Citation(s) in RCA: 39] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2018] [Revised: 07/23/2018] [Accepted: 07/25/2018] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND Several approaches have been suggested to be useful in the early detection of colorectal neoplasms. Since metabolites are closely related to the phenotype and are available from different human bio-fluids, metabolomics are candidates for non-invasive early detection of colorectal neoplasms. OBJECTIVES We aimed to summarize current knowledge on performance characteristics of metabolomics biomarkers that are potentially applicable in a screening setting for the early detection of colorectal neoplasms. DESIGN We conducted a systematic literature search in PubMed and Web of Science and searched for biomarkers for the early detection of colorectal neoplasms in easy-to-collect human bio-fluids. Information on study design and performance characteristics for diagnostic accuracy was extracted. RESULTS Finally, we included 41 studies in our analysis investigating biomarkers in different bio-fluids (blood, urine, and feces). Although single metabolites mostly had limited ability to distinguish people with and without colorectal neoplasms, promising results were reported for metabolite panels, especially amino acid panels in blood samples, as well as nucleosides in urine samples in several studies. However, validation of the results is limited. CONCLUSIONS Panels of metabolites consisting of amino acids in blood and nucleosides in urinary samples might be useful biomarkers for early detection of advanced colorectal neoplasms. However, to make metabolomic biomarkers clinically applicable, future research in larger studies and external validation of the results is required.
Collapse
Affiliation(s)
- Vanessa Erben
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany.
- Medical Faculty Heidelberg, Heidelberg University, 69120 Heidelberg, Germany.
| | - Megha Bhardwaj
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany.
- Medical Faculty Heidelberg, Heidelberg University, 69120 Heidelberg, Germany.
| | - Petra Schrotz-King
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany.
| | - Hermann Brenner
- Division of Preventive Oncology, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT), 69120 Heidelberg, Germany.
- Division of Clinical Epidemiology and Aging Research, German Cancer Research Center (DKFZ), 69120 Heidelberg, Germany.
- German Cancer Consortium (DKTK), 69120 Heidelberg, Germany.
| |
Collapse
|