Pluripotent Stem Cells in Mice

被引：0

作者：

Schmidt, Rainer ^{[1
]}

Scheubert, Lena ^{[2
]}

Lustrek, Mitja ^{[1
,3
]}

Repsilber, Dirk ^{[4
]}

Fuellen, Georg ^{[1
]}

机构：

[1] Univ Rostock, Inst Biostat & Informat Med & Aging Res, D-18055 Rostock, Germany

[2] Univ Onsnabrueck, Inst Comp Sci, Osnabruck, Germany

[3] Univ Ljubljana, Dept Intelligent Sci, Ljubljana, Slovenia

[4] Leibniz Inst Farm Anim Biol, Dummerstorf, Germany

来源：

QUALITY OF LIFE THROUGH QUALITY OF INFORMATION | 2012年 / 180卷

关键词：

Bioinformatics; machine learning; pluripotency;

D O I：

10.3233/978-1-61499-101-4-1159

中图分类号：

R19 [保健组织与事业（卫生事业管理）];

学科分类号：

摘要：

Pluripotent stem cells are able to self-renew and to differentiate into all adult cell types. Many studies report data describing these cells and characterize them in molecular terms. Gene expression data of pluripotent and non-pluripotent cells from mouse were assembled. Machine learning was applied to classify samples into pluripotent and non-pluripotent cells. To identify minimal sets of best biomarkers, three methods were used: information gain, random forests, and genetic algorithm.

引用

页码：1159 / 1161

页数：3

共 50 条

[31] Induced pluripotent stem (iPS) cells from human fetal stem cells (hFSCs)
Spinelli, Valentina
Guillot, Pascale V.
De Coppi, Paolo
ORGANOGENESIS, 2013, 9 (02) : 101 - 110
[32] Concise Review: Embryonic Stem Cells Versus Induced Pluripotent Stem Cells: The Game Is On
Puri, Mira C.
Nagy, Andras
STEM CELLS, 2012, 30 (01) : 10 - 14
[33] Progress and obstacles towards generating hematopoietic stem cells from pluripotent stem cells
Lee, Jungmin
Dykstra, Brad
Sackstein, Robert
Rossi, Derrick J.
CURRENT OPINION IN HEMATOLOGY, 2015, 22 (04) : 317 - 323
[34] Influences of lamin A levels on induction of pluripotent stem cells
Zuo, Bingfeng
Yang, Jiao
Wang, Fang
Wang, Lei
Yin, Yu
Dan, Jiameng
Liu, Na
Liu, Lin
BIOLOGY OPEN, 2012, 1 (11): : 1118 - 1127
[35] Pluripotent Stem Cells: Cancer Study, Therapy, and Vaccination
Mojgan Barati
Maryam Akhondi
Narges Sabahi Mousavi
Newsha Haghparast
Asma Ghodsi
Hossein Baharvand
Marzieh Ebrahimi
Seyedeh-Nafiseh Hassani
Stem Cell Reviews and Reports, 2021, 17 : 1975 - 1992
[36] Current progress and prospects of induced pluripotent stem cells
Chen LingYi
Liu Lin
SCIENCE IN CHINA SERIES C-LIFE SCIENCES, 2009, 52 (07): : 622 - 636
[37] Transcriptional control of embryonic and induced pluripotent stem cells
Guenther, Matthew G.
EPIGENOMICS, 2011, 3 (03) : 323 - 343
[38] Induced pluripotent stem cells from farm animals
Su, Yue
Zhu, Jiaqi
Salman, Saleh
Tang, Young
JOURNAL OF ANIMAL SCIENCE, 2020, 98 (11)
[39] Pluripotent Stem Cells: Cancer Study, Therapy, and Vaccination
Barati, Mojgan
Akhondi, Maryam
Mousavi, Narges Sabahi
Haghparast, Newsha
Ghodsi, Asma
Baharvand, Hossein
Ebrahimi, Marzieh
Hassani, Seyedeh-Nafiseh
STEM CELL REVIEWS AND REPORTS, 2021, 17 (06) : 1975 - 1992
[40] Current progress and prospects of induced pluripotent stem cells
CHEN LingYi & Liu Lin Key Laboratory of Bioactive Materials of Ministry of Education
Science in China(Series C:Life Sciences), 2009, (07) : 622 - 636

← 1 2 3 4 5 →