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Metagenomic analysis of microorganisms in an ancient ice core

Research Project

Project/Area Number 17H01854
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Environmental dynamic analysis
Research InstitutionUniversity of Yamanashi

Principal Investigator

SEGAWA Takahiro  山梨大学, 大学院総合研究部, 特任助教 (90425835)

Co-Investigator(Kenkyū-buntansha) 竹内 望  千葉大学, 大学院理学研究院, 教授 (30353452)
森 宙史  国立遺伝学研究所, 情報研究系, 助教 (40610837)
米澤 隆弘  東京農業大学, 農学部, 准教授 (90508566)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥18,330,000 (Direct Cost: ¥14,100,000、Indirect Cost: ¥4,230,000)
Fiscal Year 2019: ¥3,120,000 (Direct Cost: ¥2,400,000、Indirect Cost: ¥720,000)
Fiscal Year 2018: ¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2017: ¥10,920,000 (Direct Cost: ¥8,400,000、Indirect Cost: ¥2,520,000)
Keywordsアイスコア / 古代DNA / メタゲノム / 微生物 / 環境変動 / ゲノム / 遺伝子
Outline of Final Research Achievements

Ice cores drilled from glaciers can provide a means of direct analysis of microbes that grew in the past. We directly estimated bacterial mutation rates based on ancient DNA analyses of ice core samples that dates back to 12, 500 cal years before present. The mutation rate of bacterial ITS region was estimated by comparing ancient and modern populations. Bayesian demographic analysis revealed that bacterial population sizes increased during the Holocene. In addition, to understand the mechanism by which snow microorganisms form geographically specific population structures and how they migrate across the global cryosphere, here we study samples from glaciers and ice core samples. Our results enhance understanding of the enigmatic time scale of microevolution, which has the potential to elucidate environmental responses of microorganisms to the drastic climatic change events of the Quaternary.

Academic Significance and Societal Importance of the Research Achievements

古い年代のDNAを解析することは,過去の地球環境を推定するうえで非常に重要な情報を提供するため,寒冷環境から採取された古代試料からのDNA解析は近年非常に注目されている.そういった中でも本研究は,アイスコア試料に封じ込められた古代試料からの遺伝子情報を年代順に解析し,環境変動との関連性や分子進化を解析した独創的なものであり,こうした前例の乏しい研究を世界に先駆けて遂行し,成果を上げることは,日本の極域研究と環境ゲノム研究の発展のためにも重要である.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (53 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (3 results) Journal Article (21 results) (of which Int'l Joint Research: 14 results,  Peer Reviewed: 21 results,  Open Access: 19 results) Presentation (29 results) (of which Int'l Joint Research: 11 results,  Invited: 8 results)

  • [Int'l Joint Research] Natural History Museum of Denmark(デンマーク)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Natural History Museum of Denmark(デンマーク)

    • Related Report
      2018 Annual Research Report
  • [Int'l Joint Research] Natural History Museum of Denmark(Denmark)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Evaluation of reported sediment samples from 20 Ma using a molecular phylogenetic approach: comment on Liu et al. (2017)2020

    • Author(s)
      Takahiro Segawa and Takahiro Yonezawa
    • Journal Title

      Environmental Microbiology

      Volume: 22 Issue: 3 Pages: 813-818

    • DOI

      10.1111/1462-2920.14923

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Variations in Albedo and its Relationship with Surface Dust at Urumqi Glacier No. 1 in Tien Shan, China2020

    • Author(s)
      Yue, X., Li, Z., Zhao, J., Fan, J., Takeuchi, N., Wang, L.
    • Journal Title

      Frontiers in Earth Science

      Volume: 8 Pages: 110-110

    • DOI

      10.3389/feart.2020.00110

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Subglacial water pressure and ice-speed variations at Johnsons Glacier, Livingston Island, Antarctic Peninsula2019

    • Author(s)
      SUGIYAMA SHIN、NAVARRO FRANCISCO J.、SAWAGAKI TAKANOBU、MINOWA MASAHIRO、SEGAWA TAKAHIRO、ONUMA YUKIHIKO、OTERO JAIME、VASILENKO EVGENY V.
    • Journal Title

      Journal of Glaciology

      Volume: 65 Issue: 252 Pages: 689-699

    • DOI

      10.1017/jog.2019.45

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Annual layer counting using pollen grains of the Grigoriev ice core from the Tien Shan Mountains, central Asia2019

    • Author(s)
      Takeuchi Nozomu、Sera Shuntaro、Fujita Koji、Aizen Vladimir B.、Kubota Jumpei
    • Journal Title

      Arctic, Antarctic, and Alpine Research

      Volume: 51 Issue: 1 Pages: 299-312

    • DOI

      10.1080/15230430.2019.1638202

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Bacterial community changes with granule size in cryoconite and their susceptibility to exogenous nutrients on NW Greenland glaciers2019

    • Author(s)
      Uetake Jun、Nagatsuka Naoko、Onuma Yukihiko、Takeuchi Nozomu、Motoyama Hideaki、Aoki Teruo
    • Journal Title

      FEMS Microbiology Ecology

      Volume: 95 Issue: 7 Pages: 1-8

    • DOI

      10.1093/femsec/fiz075

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Variations in phototroph communities on the ablating bare-ice surface of glaciers on Br_ggerhalv_ya, Svalbard2019

    • Author(s)
      Takeuchi, N., Tanaka, S., Konno, Y., Irvine-Fynn, T.D.L., Rassner, S.M.E. and Edwards, A.
    • Journal Title

      Frontiers in Earth Science

      Volume: 7 Pages: 4-4

    • DOI

      10.3389/feart.2019.00004

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Genomic Analyses of Bifidobacterium moukalabense Reveal Adaptations to Frugivore/Folivore Feeding Behavior2019

    • Author(s)
      Takahiro Segawa, Satoshi Fukuchi, Dylan Bodington, Sayaka Tsuchida, Pierre Philippe Mbehang Nguema, Hiroshi Mori and Kazunari Ushida
    • Journal Title

      microorganisms

      Volume: 7(4) Issue: 4 Pages: 99-99

    • DOI

      10.3390/microorganisms7040099

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Draft genome sequence of Clostridium tagluense strain A121T, isolated from a permafrost core in the Canadian high Arctic.2019

    • Author(s)
      Murakami T, Mori H, Shcherbakova VA, Yoshimura Y, Segawa T.
    • Journal Title

      Microbiol Resour Announc.

      Volume: 8 Issue: 5

    • DOI

      10.1128/mra.01630-18

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Taxonomic re-examination of “Chloromonas nivalis (Volvocales, Chlorophyceae) zygotes” from Japan and description of C. muramotoi sp. nov.2019

    • Author(s)
      Matsuzaki, R., Nozaki, H., Takeuchi, N., Hara, Y., Kawachi, M.
    • Journal Title

      PROS ONE

      Volume: 14 Issue: 1 Pages: e0210986-e0210986

    • DOI

      10.1371/journal.pone.0210986

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Latent environment allocation of microbial community data2018

    • Author(s)
      Higashi K, Suzuki S, Kurosawa S, Mori H, Kurokawa K.
    • Journal Title

      PLoS Comput Biol.

      Volume: 14 Issue: 6 Pages: e1006143-e1006143

    • DOI

      10.1371/journal.pcbi.1006143

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Bipolar dispersal of red-snow algae2018

    • Author(s)
      Segawa, T., Matsuzaki, R., Takeuchi, N., Akiyoshi, A., Navarro, F., Sugiyama, S., Yonezawa, T., Mori, H.
    • Journal Title

      Nature communications

      Volume: 9 Issue: 1 Pages: 3094-3094

    • DOI

      10.1038/s41467-018-05521-w

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Observations and modelling of algal growth on a snowpack in north-western Greenland2018

    • Author(s)
      Onuma Yukihiko、Takeuchi Nozomu、Tanaka Sota、Nagatsuka Naoko、Niwano Masashi、Aoki Teruo
    • Journal Title

      The Cryosphere

      Volume: 12 Issue: 6 Pages: 2147-2158

    • DOI

      10.5194/tc-12-2147-2018

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Temporal variations of cryoconite holes and cryoconite coverage on the ablation ice surface of Qaanaaq Glacier in northwest Greenland2018

    • Author(s)
      Takeuchi Nozomu、Sakaki Ryutaro、Uetake Jun、Nagatsuka Naoko、Shimada Rigen、Niwano Masashi、Aoki Teruo
    • Journal Title

      Annals of Glaciology

      Volume: 59 Issue: 77 Pages: 21-30

    • DOI

      10.1017/aog.2018.19

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] High Mitochondrial Diversity in a New Water Bear Species (Tardigrada: Eutardigrada) from Mountain Glaciers in Central Asia, with the Erection of a New Genus Cryoconicus2018

    • Author(s)
      Zawierucha, K., Stec, D., Lachowska-Cierlik, D., Takeuchi, N., Li, Z., Michalczyk.
    • Journal Title

      Annales Zoologici

      Volume: 68 Issue: 1 Pages: 179-201

    • DOI

      10.3161/00034541anz2018.68.1.007

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] High-Throughput flaA Short Variable Region Sequencing to Assess Campylobacter Diversity from Fecal Samples from Birds2018

    • Author(s)
      Qian Zhang, Gabriel Asad Al-Ghalith, Mayumi Kobayashi, Takahiro Segawa, Mitsuto Maeda, Satoshi Okabe, Dan Knights, Satoshi Ishii
    • Journal Title

      Frontiers in Microbiology

      Volume: 9 Pages: 2201-2201

    • DOI

      10.3389/fmicb.2018.02201

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Metagenomic analyses highlight the symbiotic association between the glacier stonefly Andiperla willinki and its bacterial gut community2018

    • Author(s)
      Murakami, T., Segawam T., Takeuchi, N., Barcaza, G., Lavarcam P., Kohshima, S., Hongoh, Y.
    • Journal Title

      Environmental Microbiology

      Volume: 20 Issue: 11 Pages: 4170-4183

    • DOI

      10.1111/1462-2920.14420

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Demographic analysis of cyanobacteria based on the mutation rates estimated from an ancient ice core2018

    • Author(s)
      Segawa Takahiro、Takeuchi Nozomu、Fujita Koji、Aizen Vladimir B.、Willerslev Eske、Yonezawa Takahiro
    • Journal Title

      Heredity

      Volume: - Issue: 6 Pages: 1-1

    • DOI

      10.1038/s41437-017-0040-3

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Nitrogen Cycle Evaluation (NiCE) Chip for the Simultaneous Analysis of Multiple N-Cycle Associated Genes.2018

    • Author(s)
      Mamoru Oshiki, Takahiro Segawa, and Satoshi Ishii
    • Journal Title

      Applied and Environmental Microbiology

      Volume: - Issue: 8

    • DOI

      10.1128/aem.02615-17

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] VITCOMIC2: Visualization tool for the phylogenetic composition of microbial communities based on 16S rRNA gene amplicons and metagenomic shotgun sequencing.2018

    • Author(s)
      Mori H, Maruyama T, Yano M, Yamada T, Kurokawa K
    • Journal Title

      BMC Syst. Biol.

      Volume: 12 Issue: S2 Pages: 30-30

    • DOI

      10.1186/s12918-018-0545-2

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Biogeography of cryoconite forming cyanobacteria on polar and Asian glaciers2017

    • Author(s)
      Segawa, T., Yonezawa, T., Edwards, A., Akiyoshi, A., Tanaka, S., Uetake, J., Irvine‐Fynn, T., Fukui, K., Li, Z., Takeuchi, N.
    • Journal Title

      Journal of Biogeography

      Volume: 44 Issue: 12 Pages: 2849-2861

    • DOI

      10.1111/jbi.13089

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Target virus log10 reduction values determined for two reclaimed wastewater irrigation scenarios in Japan based on tolerable annual disease burden2017

    • Author(s)
      Toshihiro Ito, Masaaki Kitajima, Tsuyoshi Kato, Satoshi Ishii, Takahiro Segawa, Satoshi Okabe, Daisuke Sano
    • Journal Title

      Water Research

      Volume: 125 Pages: 438-448

    • DOI

      10.1016/j.watres.2017.08.057

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Global distribution and dispersal pattern of snow algae2019

    • Author(s)
      Takahiro Segawa, Ryo Matsuzaki, Ayumi Akiyoshi, Takahiro Yonezawa, Francisco Navarro, Hiroshi Mori, Nozomu Takeuchi.
    • Organizer
      The Tenth Symposium on Polar Science
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 世界の氷河に分布する雪氷藻類とシアノバクテリアの比較と地理的分布2019

    • Author(s)
      瀬川高弘, 米澤隆弘, 松崎令, 秋好歩美, 森宙史, 竹内望
    • Organizer
      日本微生物生態学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 古代DNA情報を用いた雪氷圏微生物叢の全球的集団構造とその変遷の解明2019

    • Author(s)
      米澤隆弘, 瀬川高弘
    • Organizer
      日本微生物生態学会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] アルタイ山脈ベルーハ氷河コアから復元する過去100年の硝酸同位体組成変動2019

    • Author(s)
      服部祥平,Lin Mang,竹内望,藤田耕史,Nicolas Caillon,Pete Akers,Vladimir Aizen,Stanislav Nikitin,Joel Savarino
    • Organizer
      雪氷研究大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 中央アジア・パミールアライ山域で掘削したアイスコアの花粉分析2019

    • Author(s)
      鋸屋遥香,竹内望,藤田耕史,川村賢二,對馬あかね,宮内謙史郎,堀燿一朗,Vladimir Aizen,Azamat Osmonov
    • Organizer
      雪氷研究大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 氷河上の雪氷微生物がアジア山岳域の高山生態系に与える影響:氷河から流出するクリオコナイトによる氷河後退域の土壌形成2019

    • Author(s)
      竹内 望,塩向 雅斗
    • Organizer
      日本地球惑星科学連合大会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] Spatial and temporal variations in stable isotopes and soluble ions on high mountain snow surface of Mt. Tateyama, Toyama Prefecture, Japan2019

    • Author(s)
      竹内 望,杉山 涼
    • Organizer
      日本地球惑星科学連合大会
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 中央アジアパミール山域で掘削された浅層アイスコアのダストの鉱物構成の分析2019

    • Author(s)
      竹内 俊介,竹内 望,藤田 耕史,川村 賢二,對馬 あかね,Vladimir Aizen
    • Organizer
      日本地球惑星科学連合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] アジア・パミールアライ山域で掘削されたアイスコアの花粉分析2019

    • Author(s)
      鋸屋 遥香,竹内 望,藤田 耕史,川村 賢二,對馬 あかね,Vladimir Aizen,Azamat Osmonov
    • Organizer
      日本地球惑星科学連合大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 北極と南極の雪を赤く染める藻類の地理的分布2019

    • Author(s)
      瀬川 高弘
    • Organizer
      第13回日本ゲノム微生物学会年会
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] Ancient DNA analysis of ice core samples2018

    • Author(s)
      Takahiro Segawa
    • Organizer
      Future Perspective on Ancient Genomics in East Asia
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Bipolar dispersal of red-snow algae phylotypes2018

    • Author(s)
      Takahiro Segawa, Ryo Matsuzaki, Hiroshi Mori & Nozomu Takeuchi
    • Organizer
      2nd Snow algae meeting
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] VITCOMIC2: Visualization and analysis tool for the phylogenetic composition of microbial communities based on 16S rRNA gene sequences2018

    • Author(s)
      Mori H. Kurokawa K.
    • Organizer
      ASM Microbe 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] VITCOMIC2 and MicrobeDB.jp: Analyzing taxonomic composition of microbial communities based on 16S rRNA gene sequences without sequence clustering2018

    • Author(s)
      Mori H. Kurokawa K.
    • Organizer
      ISME17
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Metagenome informatics to understand microbial communities2018

    • Author(s)
      Mori H.
    • Organizer
      イルミナマイクロバイオロジーワークショップ 2018
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] ヒマラヤ山脈エベレスト・クンブ氷河ウエスターンクームで掘削された浅層アイスコア中のデブリの起源および消耗域のデブリとの比較2018

    • Author(s)
      竹内 望,堀 燿一朗,吉田 稔,藤井 理行
    • Organizer
      日本地球惑星連合大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] グリーンランド南東部ラッセル氷河のクリオコナイトおよびホールの空間分布2018

    • Author(s)
      石渡晃起,竹内望,渡辺茜
    • Organizer
      雪氷研究大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 世界の氷河に分布する雪氷藻類の比較と分散過程 -氷河上の雪氷藻類はどこからきたのか-2018

    • Author(s)
      竹内望,瀬川高弘,米澤隆弘,松崎令
    • Organizer
      雪氷研究大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 中央アジアパミール及び天山山脈の氷河雪氷中に含まれる鉱物ダストの比較研究2018

    • Author(s)
      竹内俊介,竹内望,堀燿一朗
    • Organizer
      雪氷研究大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] グレゴリアアイスコアの酸素同位体比とキルギスで採取された年輪酸素同位体比の比較2018

    • Author(s)
      對馬あかね,佐野雅規,藤田耕史,竹内望
    • Organizer
      雪氷研究大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 2016 年中央アジア・パミールアライ山域で掘削したアイスコアの花粉分析2018

    • Author(s)
      鋸屋遥香,竹内望,藤田耕史,川村賢二,對馬あかね,宮内謙史郎(千葉大学),堀燿一朗,Vladimir Aizen,Azamat Osmonov
    • Organizer
      雪氷研究大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Biogeography and demographic analysis of cryoconite forming cyanobacteria on glaciers2018

    • Author(s)
      Takahiro Segawa, Takahiro Yonezawa, Arwyn Edwards, Koji Fujita, Vladimir Eisen, Nozomu Takeuchi
    • Organizer
      17th International Symposium on Microbial Ecology
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Bipolar distribution and dispersal pattern of snow algae2018

    • Author(s)
      Takahiro Segawa, Ryo Matsuzaki, Nozomu Takeuchi, Ayumi Akiyoshi , Francisco Navarro and Hiroshi Mori
    • Organizer
      The Ninth Symposium on Polar Science
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Biogeography and demographic analysis of cryoconite-forming cyanobacteria on glaciers.2018

    • Author(s)
      Takahiro Segawa, Takahiro Yonezawa, Arwyn Edwards, Koji Fujita, Vladimir Eisen, Francisco Navarro, Zhongqin Li, Nozomu Takeuchi
    • Organizer
      International Symposium on Cryosphere and Biosphere
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Ancient DNA analysis of extinct animal and ice core samples.2018

    • Author(s)
      Takahiro Segawa, Hiroshi Mori, Ayumi Akiyoshi, Nozomu Takeichi, Takahiro Yonezawa, Masami Hasegawa
    • Organizer
      The Eighth Symposium on Polar Science
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 博物館資料のメタゲノム解析2018

    • Author(s)
      森宙史
    • Organizer
      第8回Museomics研究会
    • Related Report
      2017 Annual Research Report
    • Invited
  • [Presentation] パタゴニアに生息する氷河カワゲラの網羅的腸内細菌叢解析2017

    • Author(s)
      村上 匠, 瀬川 高弘, 竹内 望, Pedro Labarca, Gonzalo Barcaza Sepulveda, 幸島 司郎, 本郷 裕一
    • Organizer
      環境微生物系学会合同大会2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] VITCOMIC2: visualization of the phylogenetic composition of microbial communities based on 16S rRNA gene amplicons and metagenomic shotgun sequencing2017

    • Author(s)
      Mori H, Maruyama T, Yano M, Yamada T, Kurokawa K.
    • Organizer
      ProkaGENOMICS 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 微生物群集の系統組成推定・描画ツールVITCOMIC2の開発と応用2017

    • Author(s)
      森宙史
    • Organizer
      NGS現場の会第五回研究会
    • Related Report
      2017 Annual Research Report

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Published: 2017-04-28   Modified: 2021-02-19  

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