cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/s16-y6n-w7m
title: Koeleria macrantha (Ledeb.) Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.d8eacj
title: Occurrence Download

description: A dataset containing 3670 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alsophila spinulosa"
 ]
}

 The dataset includes 3670 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028545-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/0cc-88l-yfw
title: Cerastium arvense subsp. strictum (W. D. J. Koch) Schinz & R. Keller

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/lq5-g12-nz9
title: Verbascum amanum Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.14027.69926
title: 23 Sci.Con
DOI: 10.13140/rg.2.2.24104.78082
title: К ВОПРОСУ ПРОЕКТИРОВАНИЯ ТЕХНОЛОГИЧЕСКИХ ПРОЦЕССОВ
DOI: 10.3535/2bm-llj-6ga
title: Atriplex micrantha Ledeb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/aeg-0fd-50p
title: Halocnemum strobilaceum (Pall.) M. Bieb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w92-2bc-dsw
title: Alyssum caricum T. R. Dudley & Hub.-Mor.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8kl-vc2-7b4
title: Bromus erectus Huds.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/n1l-e8e-akb
title: Poa bulbosa L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/rfm-tk6-78p
title: Sparganium emersum Rehmann

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jbr-mm7-2pj
title: Callipeltis cucullaris (L.) DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k6w-y8j-5qh
title: Aëthionema R. Br.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.31759.38569
title: Error Indices during Prediction of FVSI
DOI: 10.3535/d5w-f3v-ayc
title: Alloneuron ronliesneri B. Walln.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/pf5-hrl-s62
title: Alyssum lanceolatum Baumgartner

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yzb-q3w-4sd
title: Potamogeton perfoliatus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b0r-jfv-4dx
title: Astragalus tenuiramosus Podlech & Zarre

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kvn-xzh-p9d
title: Potamogeton pectinatus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0nd-8kh-kcv
title: Campanula spicata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hz4-dbw-91k
title: Annona emarginata (Schltdl.) H. Rainer

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/w6p-evb-4zj
title: Epilobium montanum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4d1-d11-vsq
title: Galium spurium L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/4s2-mrj-pmq
title: Alopecurus aequalis Sobol.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0kx-k6y-02t
title: Cordia curassavica (Jacq.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1s0-xsn-zgh
title: Erysimum majellense Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tvp-jfc-5lh
title: Galium tenuissimum M. Bieb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/45n-k6v-zkz
title: Aegilops triuncialis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b2w-2mq-1yf
title: Cirsium rivulare (Jacq.) All.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ksj-yb5-em5
title: Scorzonera tortuosissima Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/465-j1g-4xa
title: Mimosa coniflora Burkart

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zxa-xjz-ffm
title: Eugenia speciosa Cambess.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3xm-rh0-1kq
title: Hypericum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6j1-0g3-ath
title: Rumex alpestris Jacq.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zsz-1sx-892
title: Panicum miliaceum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/0mq-ak6-jyc
title: Citharexylum myrianthum Cham.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6df-c1w-9wx
title: Euphrasia pectinata Ten.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/6r0-re9-pv4
title: Senecio crassiflorus (Poir.) DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.26372.32641
title: Kaya navruzu (Iris aucheri [Baker] Sealy)
DOI: 10.3535/4fs-q0g-kj6
title: Linaria lineolata Boiss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/z6c-s0v-g7k
title: Cirsium heterophyllum (L.) Hill

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/8dy-zbk-89b
title: Verbascum chionophyllum Hub.-Mor.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nhy-r1b-dwt
title: Verbascum asperuloides Hub.-Mor.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/pj0-pr1-8j9
title: Saponaria calabrica Guss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/2sm-cp1-ay3
title: Sonchus asper (L.) Hill

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g1c-tbn-jeb
title: Erysimum insubricum Peccenini & Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/3w1-pzd-e1h
title: Polypodium macaronesicum A. E. Bobrov

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9ft-5r6-6ak
title: Galianthe chodatiana (Standl.) E. L. Cabral

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/epn-sqa-w0n
title: Atriplex patula L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gv2-9ps-ysc
title: Euphrasia pectinata Ten.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/q0t-sef-1ze
title: Euphrasia pectinata Ten.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mes-f21-a8s
title: Stipa pennata subsp. pennata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/tpb-hmn-b9b
title: Erysimum apenninum Peccenini & Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/651-8g3-jya
title: Anchusa arvensis (L.) M. Bieb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/c7b-arh-969
title: Wahlenbergia lobelioides (L. f.) Link

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/s4y-nl6-ygh
title: Asperula glomerata subsp. azerbaijanica Ehrend. & Schönb.-Tem.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g5s-z6f-0x0
title: Asplenium azoricum (Milde) Lovis, Rasbach, K. Rasbach & Reichst.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mx9-q81-d48
title: Polygala L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ajm-4cf-ygd
title: Moritzia tetraquetra Brand

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gza-b71-w9h
title: Festuca violacea Schleich. ex Gaudin

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/kez-rzs-rjb
title: Galium czerepanovii Pobed.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/1ts-qpd-5wz
title: Agrostis alpina Scop.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mhh-lnr-x78
title: Potamogeton nodosus Poir.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/t75-519-y8g
title: Veronica arvensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9ff-32n-9m0
title: Atriplex patula L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/b3g-a48-95p
title: Lepidium alluaudii Maire

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/e2c-6jd-cd2
title: Potamogeton foliosus Raf.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.13710.77127
title: Template for CCS V3
DOI: 10.3535/er0-64n-ks8
title: Tillandsia tenuifolia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yn5-b4j-697
title: Potamogeton lucens L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/440-yjq-eg6
title: Agropyron cristatum (L.) Gaertn.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yqn-8rm-b1d
title: Leucanthemum pallens (Perreym.) DC.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ze3-52m-3fv
title: Verbascum degenii Halácsy

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/2ag-8hm-5g0
title: Verbascum armenum var. tempskyanum (Freyn & Sint.) Murb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/a2b-gee-ghd
title: Vicia cusnae Foggi & Ricceri

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zxw-yxw-y8c
title: Euphrasia pectinata Ten.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.14392.34569
title: NGQV00000000 Vibrio cholerae O139 FC1817
DOI: 10.13140/rg.2.2.17747.78889
title: Vibrio cholerae O139 FC1384-NGQW00000000
DOI: 10.13140/rg.2.2.19949.79846
title: Shigella sonnei FC1373-NGWH00000000
DOI: 10.13140/rg.2.2.23305.24160
title: Shigella flexneri FC1607-NGVX00000000
DOI: 10.3535/1tm-zs9-d6h
title: Agrostis stolonifera L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mny-hdy-tvf
title: Spermacoce latifolia Aubl.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/nw6-lpw-kn7
title: Galium tenuissimum M. Bieb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.26555.82724
title: Sampling site at Cetatuia (North) pond in 15 V. 2017
DOI: 10.3535/aw6-z11-xtl
title: Lepidium hirtum (L.) Sm.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/d9e-th4-grs
title: Eugenia beaurepairiana (Kiaersk.) D. Legrand

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/eqs-xz5-5mn
title: Aëthionema saxatile (L.) W. T. Aiton

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/82a-g4w-wqk
title: Atriplex micrantha Ledeb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/g18-05y-nk4
title: Mimosa niederleinii var. niederleinii Burkart

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yhy-b9p-7q0
title: Aëthionema R. Br.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.14412.00644
title: 2000 portuguese historical occupations
DOI: 10.13140/rg.2.2.24688.05120
title: Gilplot #1
DOI: 10.3535/4e5-dg1-anh
title: Erysimum insubricum Peccenini & Polatschek

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hl6-w71-6b7
title: Loncomelos exalbescens Speta

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.10112.84487
title: Supporting information for Cabanne et al 2014 Biological Journal of the Linnean Society 113: 1047–1066
DOI: 10.3535/8zv-w2x-s6l
title: Potamogeton berchtoldii Fieber

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jth-rg0-gw5
title: Alyssum linifolium Stephan ex Willd.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/mtj-f9m-ykg
title: Ambrosia artemisiifolia L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.17662.59208
title: GILplot a and c..Proj. flatness, graph
DOI: 10.3535/79d-n9s-h86
title: Sclerorhachis leptoclada Rech. f.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/9yz-m3k-vh6
title: Cerastium fontanum Baumg.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/a2p-aws-qtc
title: Atriplex micrantha Ledeb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.15468/dl.q2hu8m
title: Occurrence Download

description: A dataset containing 312854 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.23808 -4.17194,-78.74954 -4.17194,-78.74954 -3.71378,-79.23808 -3.71378,-79.23808 -4.17194))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 312854 records from 331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028507-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/lmq-bm2-6p3
title: Pterocaulon lorentzii Malme

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/zk2-zws-r1n
title: Cyanea hirtella (H. Mann) Hillebr.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/40j-e0c-a5y
title: Arrhenatherum elatius (L.) P. Beauv. ex J. Presl & C. Presl

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fg5-rqw-edh
title: Pavonia schrankii Spreng.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ma8-k36-l19
title: Potamogeton pectinatus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/gsh-kaq-nmh
title: Poa variegata Lam.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/yna-hhn-307
title: Acroceras zizanioides (Kunth) Dandy

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/d9l-l1r-qgd
title: Stifftia hatschbachii H. Rob.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/jz3-gbc-ybe
title: Tournefortia bicolor Sw.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qz6-jxl-ppn
title: Tamonea curassavica (L.) Pers.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/bgk-lnh-e3p
title: Asperula arvensis L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/cbr-kf0-m37
title: Compositae Giseke

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/hxa-j1t-p7j
title: Centrolobium tomentosum Guill. ex Benth.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/f4h-qlr-m56
title: Galeopsis ladanum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fm0-cl7-t0p
title: Stipa capillata L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fjr-rmd-0y4
title: Euphrasia salisburgensis Funck ex Hoppe

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/wjx-jgv-d2b
title: Festuca valesiaca Schleich. ex Gaudin

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.30481.43364
title: Техническое содержание и постановка задачи программного управления параметрами поточной линии с использованием сверхурочных работ
DOI: 10.3535/alc-8x1-j4v
title: Atriplex micrantha Ledeb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/qy6-0wz-d4v
title: Calea quadrifolia Pruski & Urbatsch

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/smv-j5p-5t8
title: Hypericum humifusum L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/k1l-p8q-jvp
title: Senecio sylvaticus L.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/m0e-l6x-kt6
title: Annona sylvatica A. St.-Hil.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.33784.44805
title: Viridiplantae sp. AZH1 16S ribosomal RNA gene, partial sequence; chloroplast (Accession Number: MF114595)
DOI: 10.3535/8pv-dgv-28e
title: Piptocarpha leprosa (Less.) Baker

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/dmh-03l-lhr
title: Saponaria calabrica Guss.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/fwe-1j8-vl8
title: Anchusa arvensis (L.) M. Bieb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.13140/rg.2.2.32840.72965
title: ميشيكان 2017 USA - جمعية النهرين الدولية للعلماء العراقيين alnahrainsociety Michigan USA 2017 Dear Colleagues
DOI: 10.3535/4vs-z0m-wmz
title: Corydalis solida (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.3535/ghc-fax-ybw
title: Atriplex micrantha Ledeb.

description: Digital Specimen for the physical specimen hosted at Natural History Museum Vienna.
DOI: 10.6084/m9.figshare.30374946
title: Identification of taurine metabolism related subtypes in gliomas and construction of risk models to predict prognosis and immune microenvironment

description: Glioma is a prevalent and aggressive brain tumor, and taurine metabolism may play a crucial role in suppressing tumor progression. This research seeks to identify taurine metabolism-related glioma subtypes and develop a model to predict patient prognosis. By systematically integrating and analyzing transcriptomic data from the TCGA and CGGA databases, we identified taurine metabolism-related genes (TMRGs) and revealed molecular subtypes linked to taurine metabolism in glioma. Both univariate Cox regression and LASSO were employed to pinpoint prognostic signature genes, whose predictive significance was then confirmed. Additionally, we conducted a thorough immune profiling, analyzed tumor mutational burden, and compared drug sensitivity across different risk groups. This study successfully identified two molecular subtypes relate to taurine metabolism in glioma. The prognostic risk model based on nine key genes was then developed and independently validated. Receiver operating characteristic (ROC) curve analysis showed that the model exhibited high predictive accuracy in both the training and validation cohorts. Moreover, low-risk patients showed higher immune scores and more favorable clinical results. Moreover, drug sensitivity analysis of the nine signature genes identified potentially effective therapeutic agents. This study successfully identified glioma subtypes relate to taurine metabolism and established a prognostic model in view of key signature genes, offering novel insights for guiding glioma treatment strategies. This study systematically identified two subtypes associated with taurine metabolism in glioma and successfully established a prognostic risk assessment model. The study successfully identified nine characteristic genes, which can serve as prognostic indicators related to taurine metabolism in glioma. The study further identified ten potential drugs that interact with the characteristic genes through drug sensitivity analysis.