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Ní Leathlobhair M, Frangou A, Kinnersley B, Cornish AJ, Chubb D, Lakatos E, Arumugam P, Gruber AJ, Law P, Tapinos A, Jakobsdottir GM, Peneva I, Sahli A, Smyth EM, Ball RY, Sylva R, Benes K, Stark D, Young RJ, Lee ATJ, Wolverson V, Houlston RS, Sosinsky A, Protheroe A, Murray MJ, Wedge DC, Verrill C. Genomic landscape of adult testicular germ cell tumours in the 100,000 Genomes Project. Nat Commun 2024; 15:9247. [PMID: 39461959 PMCID: PMC11513037 DOI: 10.1038/s41467-024-53193-6] [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: 03/16/2023] [Accepted: 10/03/2024] [Indexed: 10/28/2024] Open
Abstract
Testicular germ cell tumours (TGCT), which comprise seminoma and non-seminoma subtypes, are the most common cancers in young men. In this study, we present a comprehensive whole genome sequencing analysis of adult TGCTs. Leveraging samples from participants recruited via the UK National Health Service and data from the Genomics England 100,000 Genomes Project, our results provide an extended description of genomic elements underlying TGCT pathogenesis. This catalogue offers a comprehensive, high-resolution map of copy number alterations, structural variation, and key global genome features, including mutational signatures and analysis of extrachromosomal DNA amplification. This study establishes correlations between genomic alterations and histological diversification, revealing divergent evolutionary trajectories among TGCT subtypes. By reconstructing the chronological order of driver events, we identify a subgroup of adult TGCTs undergoing relatively late whole genome duplication. Additionally, we present evidence that human leukocyte antigen loss is a more prevalent mechanism of immune disruption in seminomas. Collectively, our findings provide valuable insights into the developmental and immune modulatory processes implicated in TGCT pathogenesis and progression.
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Affiliation(s)
- Máire Ní Leathlobhair
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Ludwig Institute for Cancer Research, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Department of Microbiology, Moyne Institute of Preventive Medicine, School of Genetics and Microbiology, Trinity College Dublin, Dublin, Ireland.
| | - Anna Frangou
- Max Planck Institute of Molecular Cell Biology and Genetics, Dresden, Germany
| | - Ben Kinnersley
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
- University College London Cancer Institute, 72 Huntley Street, London, UK
| | - Alex J Cornish
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Daniel Chubb
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Eszter Lakatos
- Department of Mathematical Sciences, Chalmers University of Technology and University of Gothenburg, Gothenburg, Sweden
| | | | - Andreas J Gruber
- Department of Biology, University of Konstanz, Universitaetsstrasse 10, D-78464, Konstanz, Germany
| | - Philip Law
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | - Avraam Tapinos
- Manchester Cancer Research Centre, The University of Manchester, Manchester, UK
| | - G Maria Jakobsdottir
- Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
- Christie Hospital, The Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | - Iliana Peneva
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
| | - Atef Sahli
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK
- Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK
| | - Evie M Smyth
- Department of Microbiology, Moyne Institute of Preventive Medicine, School of Genetics and Microbiology, Trinity College Dublin, Dublin, Ireland
| | - Richard Y Ball
- Norfolk and Norwich University Hospitals NHS Foundation Trust, Norwich, UK
| | - Rushan Sylva
- Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Ksenija Benes
- Department of Pathology, The Royal Wolverhampton NHS Trust, Wolverhampton, UK
| | - Dan Stark
- Leeds Institute of Medical Research at St James's, University of Leeds, Leeds, UK
| | - Robin J Young
- Weston Park Cancer Centre, Sheffield Teaching Hospitals NHS Foundation Trust, Sheffield, UK
| | - Alexander T J Lee
- Christie Hospital, The Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK
| | | | - Richard S Houlston
- Division of Genetics and Epidemiology, The Institute of Cancer Research, London, UK
| | | | - Andrew Protheroe
- Department of Oncology, Oxford University Hospitals NHS Foundation Trust, Oxford, UK
| | - Matthew J Murray
- Department of Paediatric Haematology and Oncology, Cambridge University Hospitals NHS Foundation Trust, Cambridge, UK.
- Department of Pathology, University of Cambridge, Cambridge, UK.
| | - David C Wedge
- Big Data Institute, Nuffield Department of Medicine, University of Oxford, Oxford, UK.
- Division of Cancer Sciences, University of Manchester, Manchester Academic Health Science Centre, Manchester, UK.
- Christie Hospital, The Christie NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.
| | - Clare Verrill
- NIHR Oxford Biomedical Research Centre, Oxford, UK.
- Nuffield Department of Surgical Sciences, University of Oxford, Oxford, UK.
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Kosebent EG, Ozturk S. The spatiotemporal expression of TERT and telomere repeat binding proteins in the postnatal mouse testes. Andrologia 2021; 53:e13976. [PMID: 33544428 DOI: 10.1111/and.13976] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2020] [Revised: 12/06/2020] [Accepted: 01/01/2021] [Indexed: 12/31/2022] Open
Abstract
Telomeres consist of repetitive DNA sequences and telomere-associated proteins. Telomeres located at the ends of eukaryotic chromosomes undergo shortening due to DNA replication, genotoxic factors and reactive oxygen species. The short telomeres are elongated by the enzyme telomerase expressed in the germ line, embryonic and stem cells. Telomerase is in the structure of ribonucleoprotein composed of telomerase reverse transcriptase (TERT), telomerase RNA component (Terc) and other components. Among telomere-associated proteins, telomeric repeat binding factor 1 (TRF1) and 2 (TRF2) exclusively bind to the double-stranded telomeric DNA to regulate its length. However, protection of telomeres 1 (POT1) interacts with the single-stranded telomeric DNA to protect from DNA damage response. Herein, we characterised the spatial and temporal expression of the TERT, TRF1, TRF2 and POT1 proteins in the postnatal mouse testes at the ages of 6, 8, 16, 20, 29, 32 and 88 days by using immunohistochemistry. Significant differences in the spatiotemporal expression patterns and levels of these proteins were determined in the postnatal testes (p < .05). These findings indicate that TERT and telomere repeat binding proteins seem to be required for maintaining the length and structural integrity of telomeres in the spermatogenic cells from newborn to adult terms.
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Affiliation(s)
- Esra G Kosebent
- Department of Histology and Embryology, Akdeniz University School of Medicine, Antalya, Turkey
| | - Saffet Ozturk
- Department of Histology and Embryology, Akdeniz University School of Medicine, Antalya, Turkey
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Watanabe H, Kohda A, Komura JI, Tateno H. Preservation of chromosomal integrity in murine spermatozoa derived from gonocytes and spermatogonial stem cells surviving prenatal and postnatal exposure to γ-rays in mice. Mol Reprod Dev 2017; 84:638-648. [PMID: 28481028 DOI: 10.1002/mrd.22832] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2016] [Revised: 04/07/2017] [Accepted: 05/02/2017] [Indexed: 11/08/2022]
Abstract
Pre- and postnatal male mice were acutely (659-690 mGy/min) and continuously (0.303 mGy/min) exposed to 2 Gy γ-rays to evaluate spermatogenic potential and chromosome damage in their germ cells as adults. Acute irradiation on Days 15.5, 16.5, and 17.5 post-coitus affected testicular development, as a result of massive quiescent gonocyte loss; the majority of the seminiferous tubules in these testes were devoid of germ cells. Acute irradiation on Days 18.5 and 19.5 post-coitus had less effect on testicular development and spermatogenesis, even though germ cells were quiescent gonocytes on these days. Adverse effects on testicular development and spermatogenesis were observed following continuous irradiation between Days 14.5 and 19.5 post-coitus. Exposure to acute and continuous postnatal irradiation after the differentiation of spermatogonial stem cells and spermatogonia resulted in nearly all of the seminiferous tubules exhibiting spermatogenesis. Neither acute nor continuous irradiation was responsible for the increased number of multivalent chromosomes in primary-spermatocyte descendents of the exposed gonocytes. In contrast, a significant increase in cells with multivalent chromosomes was observed following acute irradiation on Days 4 and 11 post-partum. No significant increases in unstable structural chromosomal aberrations or aneuploidy in spermatozoa were observed, regardless of cell stage at irradiation or the radiation dose-rate. Thus, murine germ cells that survive prenatal and postnatal irradiation can restore spermatogenesis and produce viable spermatozoa without chromosome damage. These findings may provide a better understanding of reproductive potential following accidental, environmental, or therapeutic irradiation during the prenatal and postnatal periods in humans.
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Affiliation(s)
- Hiroyuki Watanabe
- Department of Biological Sciences, Asahikawa Medical University, Asahikawa, Hokkaido, Japan
| | - Atsushi Kohda
- Department of Radiobiology, Institute for Environmental Sciences, Rokkasho, Kamikita, Aomori, Japan
| | - Jun-Ichiro Komura
- Department of Radiobiology, Institute for Environmental Sciences, Rokkasho, Kamikita, Aomori, Japan
| | - Hiroyuki Tateno
- Department of Biological Sciences, Asahikawa Medical University, Asahikawa, Hokkaido, Japan
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Stang A, Trabert B, Rusner C, Poole C, Almstrup K, Rajpert-De Meyts E, McGlynn KA. A survey of etiologic hypotheses among testicular cancer researchers. Andrology 2014; 3:19-26. [PMID: 25538016 DOI: 10.1111/andr.306] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2014] [Revised: 10/22/2014] [Accepted: 10/23/2014] [Indexed: 12/11/2022]
Abstract
Basic research results can provide new ideas and hypotheses to be examined in epidemiological studies. We conducted a survey among testicular cancer researchers on hypotheses concerning the etiology of this malignancy. All researchers on the mailing list of Copenhagen Testis Cancer Workshops and corresponding authors of PubMed-indexed articles identified by the search term 'testicular cancer' and published within 10 years (in total 2750 recipients) were invited to respond to an e-mail-based survey. Participants of the 8th Copenhagen Testis Cancer Workshop in May 2014 were subsequently asked to rate the plausibility of the suggested etiologic hypotheses on a scale of 1 (very implausible) to 10 (very plausible). This report describes the methodology of the survey, the score distributions by individual hypotheses, hypothesis group, and the participants' major research fields, and discuss the hypotheses that scored as most plausible. We also present plans for improving the survey that may be repeated at a next international meeting of experts in testicular cancer. Overall 52 of 99 (53%) registered participants of the 8th Copenhagen Testis Cancer Workshop submitted the plausibility rating form. Fourteen of 27 hypotheses were related to exposures during pregnancy. Hypotheses with the highest mean plausibility ratings were either related to pre-natal exposures or exposures that might have an effect during pregnancy and in post-natal life. The results of the survey may be helpful for triggering more specific etiologic hypotheses that include factors related to endocrine disruption, DNA damage, inflammation, and nutrition during pregnancy. The survey results may stimulate a multidisciplinary discussion about new etiologic hypotheses of testicular cancer.
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Affiliation(s)
- A Stang
- Zentrum für Klinische Epidemiologie, Institut für Medizinische Informatik, Biometrie und Epidemiologie, Universitätsklinikum Essen, Essen, Germany; Department of Epidemiology, School of Public Health, Boston University, Boston, MA, USA
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Garcia TX, Farmaha JK, Kow S, Hofmann MC. RBPJ in mouse Sertoli cells is required for proper regulation of the testis stem cell niche. Development 2014; 141:4468-78. [PMID: 25406395 DOI: 10.1242/dev.113969] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Stem cells are influenced by their surrounding microenvironment, or niche. In the testis, Sertoli cells are the key niche cells directing the population size and differentiation fate of spermatogonial stem cells (SSCs). Failure to properly regulate SSCs leads to infertility or germ cell hyperplasia. Several Sertoli cell-expressed genes, such as Gdnf and Cyp26b1, have been identified as being indispensable for the proper maintenance of SSCs in their niche, but the pathways that modulate their expression have not been identified. Although we have recently found that constitutively activating NOTCH signaling in Sertoli cells leads to premature differentiation of all prospermatogonia and sterility, suggesting that there is a crucial role for this pathway in the testis stem cell niche, a true physiological function of NOTCH signaling in Sertoli cells has not been demonstrated. To this end, we conditionally ablated recombination signal binding protein for immunoglobulin kappa J region (Rbpj), a crucial mediator of NOTCH signaling, in Sertoli cells using Amh-cre. Rbpj knockout mice had: significantly increased testis sizes; increased expression of niche factors, such as Gdnf and Cyp26b1; significant increases in the number of pre- and post-meiotic germ cells, including SSCs; and, in a significant proportion of mice, testicular failure and atrophy with tubule lithiasis, possibly due to these unsustainable increases in the number of germ cells. We also identified germ cells as the NOTCH ligand-expressing cells. We conclude that NOTCH signaling in Sertoli cells is required for proper regulation of the testis stem cell niche and is a potential feedback mechanism, based on germ cell input, that governs the expression of factors that control SSC proliferation and differentiation.
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Affiliation(s)
- Thomas Xavier Garcia
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Unit 1105, PO Box 301402, Houston, TX 77230-1402, USA Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61802, USA
| | - Jaspreet Kaur Farmaha
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Unit 1105, PO Box 301402, Houston, TX 77230-1402, USA Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61802, USA
| | - Sean Kow
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Unit 1105, PO Box 301402, Houston, TX 77230-1402, USA Department of Biochemistry & Cell Biology, Rice University, PO Box 1892, MS-140, Houston, TX 77251-1892, USA
| | - Marie-Claude Hofmann
- Department of Endocrine Neoplasia and Hormonal Disorders, The University of Texas MD Anderson Cancer Center, Unit 1105, PO Box 301402, Houston, TX 77230-1402, USA Department of Comparative Biosciences, University of Illinois at Urbana-Champaign, Urbana, IL 61802, USA
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Tumor loci and their interactions on mouse chromosome 19 that contribute to testicular germ cell tumors. BMC Genet 2014; 15:65. [PMID: 24886204 PMCID: PMC4053281 DOI: 10.1186/1471-2156-15-65] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2014] [Accepted: 05/23/2014] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Complex genetic factors underlie testicular germ cell tumor (TGCT) development. One experimental approach to dissect the genetics of TGCT predisposition is to use chromosome substitution strains, such as the 129.MOLF-Chr 19 (M19). M19 carries chromosome (Chr) 19 from the MOLF whereas all other chromosomes are from the 129 strain. 71% of M19 males develop TGCTs in contrast to 5% in 129 strain. To identify and map tumor loci from M19 we generated congenic strains harboring MOLF chromosome 19 segments on 129 strain background and monitored their TGCT incidence. RESULTS We found 3 congenic strains that each harbored tumor promoting loci that had high (14%-32%) whereas 2 other congenics had low (4%) TGCT incidences. To determine how multiple loci influence TGCT development, we created double and triple congenic strains. We found additive interactions were predominant when 2 loci were combined in double congenic strains. Surprisingly, we found an example where 2 loci, both which do not contribute significantly to TGCT, when combined in a double congenic strain resulted in greater than expected TGCT incidence (positive interaction). In an opposite example, when 2 loci with high TGCT incidences were combined, males of the double congenic showed lower than expected TGCT incidence (negative interaction). For the triple congenic strain, depending on the analysis, the overall TGCT incidence could be additive or could also be due to a positive interaction of one region with others. Additionally, we identified loci that promote bilateral tumors or testicular abnormalities. CONCLUSIONS The congenic strains each with their characteristic TGCT incidences, laterality of tumors and incidence of testicular abnormalities, are useful for identification of TGCT susceptibility modifier genes that map to Chr 19 and also for studies on the genetic and environmental causes of TGCT development. TGCTs are a consequence of aberrant germ cell and testis development. By defining predisposing loci and some of the locus interactions from M19, this study further advances our understanding of the complex genetics of TGCTs, which is the most common cancer in young human males.
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Comish PB, Drumond AL, Kinnell HL, Anderson RA, Matin A, Meistrich ML, Shetty G. Fetal cyclophosphamide exposure induces testicular cancer and reduced spermatogenesis and ovarian follicle numbers in mice. PLoS One 2014; 9:e93311. [PMID: 24691397 PMCID: PMC3972108 DOI: 10.1371/journal.pone.0093311] [Citation(s) in RCA: 32] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2014] [Accepted: 02/27/2014] [Indexed: 12/20/2022] Open
Abstract
Exposure to radiation during fetal development induces testicular germ cell tumors (TGCT) and reduces spermatogenesis in mice. However, whether DNA damaging chemotherapeutic agents elicit these effects in mice remains unclear. Among such agents, cyclophosphamide (CP) is currently used to treat breast cancer in pregnant women, and the effects of fetal exposure to this drug manifested in the offspring must be better understood to offer such patients suitable counseling. The present study was designed to determine whether fetal exposure to CP induces testicular cancer and/or gonadal toxicity in 129 and in 129.MOLF congenic (L1) mice. Exposure to CP on embryonic days 10.5 and 11.5 dramatically increased TGCT incidence to 28% in offspring of 129 mice (control value, 2%) and to 80% in the male offspring of L1 (control value 33%). These increases are similar to those observed in both lines of mice by radiation. In utero exposure to CP also significantly reduced testis weights at 4 weeks of age to ∼70% of control and induced atrophic seminiferous tubules in ∼30% of the testes. When the in utero CP-exposed 129 mice reached adulthood, there were significant reductions in testicular and epididymal sperm counts to 62% and 70%, respectively, of controls. In female offspring, CP caused the loss of 77% of primordial follicles and increased follicle growth activation. The results indicate that i) DNA damage is a common mechanism leading to induction of testicular cancer, ii) increased induction of testis cancer by external agents is proportional to the spontaneous incidence due to inherent genetic susceptibility, and iii) children exposed to radiation or DNA damaging chemotherapeutic agents in utero may have increased risks of developing testis cancer and having reduced spermatogenic potential or diminished reproductive lifespan.
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Affiliation(s)
- Paul B. Comish
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Ana Luiza Drumond
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Hazel L. Kinnell
- MRC Centre for Reproductive Health, Queens Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Richard A. Anderson
- MRC Centre for Reproductive Health, Queens Medical Research Institute, University of Edinburgh, Edinburgh, United Kingdom
| | - Angabin Matin
- Department of Genetics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Marvin L. Meistrich
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Gunapala Shetty
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
- * E-mail:
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Yamashiro H, Abe Y, Fukuda T, Kino Y, Kawaguchi I, Kuwahara Y, Fukumoto M, Takahashi S, Suzuki M, Kobayashi J, Uematsu E, Tong B, Yamada T, Yoshida S, Sato E, Shinoda H, Sekine T, Isogai E, Fukumoto M. Effects of radioactive caesium on bull testes after the Fukushima nuclear plant accident. Sci Rep 2013; 3:2850. [PMID: 24100305 PMCID: PMC3792411 DOI: 10.1038/srep02850] [Citation(s) in RCA: 47] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/21/2013] [Accepted: 09/04/2013] [Indexed: 11/18/2022] Open
Abstract
We aimed to investigate the effect of chronic radiation exposure associated with the Fukushima Daiichi Nuclear Plant accident on the testis from 2 bulls. Estimated dose of internal exposure in one bull was 0.7-1.2 mGy (¹³⁴Cs) and 0.4-0.6 mGy (¹³⁷Cs) and external exposure was 2.0 mGy (¹³⁴Cs) and 0.8 mGy (¹³⁷Cs) (196 days). Internal dose in the other was 3.2-6.1 mGy (¹³⁴Cs) and 1.8-3.4 mGy (¹³⁷Cs) and external dose was 1.3 mGy (¹³⁴Cs) and 0.6 mGy (¹³⁷Cs) (315 days). Sperm morphology and spermatogenesis were within normal ranges. ¹³⁴,¹³⁷Cs radioactivity was detected but Cs was not detectable in the testis by electron probe microanalysis. Thus, adverse radiation-induced effects were not observed in bull testes following chronic exposure to the above levels of radiation for up to 10 months. Since we could analyse a limited number of testes, further investigation on the effects of ionizing radiation on spermatogenesis should be extended to more animals.
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Affiliation(s)
| | - Yasuyuki Abe
- Graduate School of Science and Engineering, Yamagata University, Yamagata, Japan
| | - Tomokazu Fukuda
- Graduate School of Agricultural Sciences, Tohoku University, Sendai, Japan
| | - Yasushi Kino
- Department of Chemistry, Tohoku University, Sendai, Japan
| | - Isao Kawaguchi
- National Institute of Radiological Sciences, Chiba, Japan
| | - Yoshikazu Kuwahara
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Motoi Fukumoto
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Shintaro Takahashi
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Masatoshi Suzuki
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
| | - Jin Kobayashi
- School of Food, Agricultural and Environmental Sciences, Miyagi University, Sendai, Japan
| | - Emi Uematsu
- Faculty of Agriculture, Niigata University, Niigata, Japan
| | - Bin Tong
- Faculty of Agriculture, Niigata University, Niigata, Japan
| | | | | | - Eimei Sato
- Graduate School of Agricultural Sciences, Tohoku University, Sendai, Japan
| | - Hisashi Shinoda
- Graduate School of Dentistry, Tohoku University, Sendai, Japan
| | - Tsutomu Sekine
- Department of Chemistry, Tohoku University, Sendai, Japan
| | - Emiko Isogai
- Graduate School of Agricultural Sciences, Tohoku University, Sendai, Japan
| | - Manabu Fukumoto
- Institute of Development, Aging and Cancer, Tohoku University, Sendai, Japan
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