| Literature DB >> 30045759 |
Minjie Zhang1,2, Liu Wang3, Ke An1,2, Jun Cai1, Guochao Li1,2, Caiyun Yang1, Huixian Liu1, Fengxia Du1, Xiao Han1,2, Zilong Zhang1,2, Zitong Zhao1,2, Duanqing Pei4, Yuan Long5, Xin Xie5, Qi Zhou3, Yingli Sun6.
Abstract
BACKGROUND: Induced pluripotent stem cells (iPSCs) and embryonic stem cells (ESCs) share many common features, including similar morphology, gene expression and in vitro differentiation profiles. However, genomic stability is much lower in iPSCs than in ESCs. In the current study, we examined whether changes in DNA damage repair in iPSCs are responsible for their greater tendency towards mutagenesis.Entities:
Keywords: DNA damage repair; ESCs; Genomic stability; iPSCs
Mesh:
Year: 2018 PMID: 30045759 PMCID: PMC6060453 DOI: 10.1186/s40880-018-0313-0
Source DB: PubMed Journal: Cancer Commun (Lond) ISSN: 2523-3548
Fig. 1Gene expression profile of ESCs, lv-iPSCs and MEFs. a Scatter plots used to identify global trends in gene expression and differences among cell lines. b Heat maps showing the expression level of DNA damage repair-associated genes in the cell lines. Blue color indicates lowest expression; fuchsia, highest. c Re-analysis of the expression of DNA damage repair-associated genes during early reprogramming
Fig. 2Genomic variation in each cell line after ionizing irradiation. a Circos plot showing genetic alterations in lv-iPSCs, ESCs and MEFs after irradiation, based on the corresponding untreated cells as the reference. CHR, chromosome. b, c Histograms showing the numbers of (b) single-nucleotide variations (SNVs) and (c) short insertions or deletions (indels) in each type of genomic region in each cell line. d Histogram of the number of SNVs in a coding region (CDS) in each cell line
Summary of sequencing results
| Parameter | lv-iPSCs | ESCs | MEFs | |||
|---|---|---|---|---|---|---|
| IR− | IR+ | IR− | IR+ | IR− | IR+ | |
| Total nucleotides sequenced (Gb) | 64.1 | 71.5 | 72.0 | 70.9 | 64.7 | 70.1 |
| Genome coverage (fold) | 20× | 21× | 22× | 23× | 20× | 21× |
| Total number of reads | 634,852,868 | 708,065,514 | 765,056,092 | 754,255,820 | 640,447,936 | 693,376,402 |
ESCs mouse embryonic stem cells, IR ionizing radiation, lv-iPSCs lentivirus induced iPS cells, MEFs mouse embryonic fibroblasts
Summary of somatic indels in each cell line
| lv-iPSCs | ESCs | MEFs | |
|---|---|---|---|
| Somatic indels | 10,127 | 1041 | 679 |
| CDS | 7 | 0 | 3 |
| Intergenic | 5616 | 594 | 387 |
| Intron | 3725 | 370 | 242 |
| 5′ UTR | 596 | 59 | 31 |
| 3′ UTR | 180 | 18 | 16 |
| Splice site | 3 | 0 | 0 |
CDS coding sequence, indel insertion or deletion, UTR untranslated region
Summary of somatic mutations in each cell line
| lv-iPSCs | ESCs | MEFs | |
|---|---|---|---|
| Somatic mutation | 92,027 | 789 | 2403 |
| CDS | 867 | 15 | 24 |
| Intergenic | 54,086 | 570 | 1526 |
| Intron | 35,567 | 173 | 694 |
| 5′ UTR | 5128 | 22 | 106 |
| 3′ UTR | 1379 | 9 | 53 |
| Splice site | 0 | 0 | 0 |
| CDS | 867 | 15 | 24 |
| Synonymous | 559 | 8 | 11 |
| Nonsynonymous | 307 | 7 | 13 |
| Nonsense | 1 | 0 | 0 |
CDS coding sequence, indel insertion or deletion, UTR untranslated region
Frequencies of coding SNVs in ESCs exposed to ionizing radiation
| # | Locus | Gene | Mutation | Amino acid change | Freq. IR− (%) | Freq. IR+ (%) |
|---|---|---|---|---|---|---|
| 1 | Chr1:46244148 | Dnahc7b | T−> C | V−>A | 0.0 | 28.57 |
| 2 | Chr1:172987924 | Fcgr3 | A−>C | S−>A | 0.0 | 30 |
| 3 | Chr2:180330052 | Ogfr | A−>G | E−>G | 0.0 | 22.06 |
| 4 | Chr8:22465823 | Defa-rs1 | C−>G | R−>P | 0.0 | 20 |
| 5 | Chr10:80640826 | Eef2 | G−>A | E−>K | 0.0 | 30.11 |
| 6 | Chr15:77465439 | Apol11b | C−>A | K−>N | 0.0 | 20 |
| 7 | chrX:131293286 | Armcx3 | G−>A | C−>Y | 0.0 | 21.62 |
IR− control cells not irradiated, IR+ irradiated cells, SNV single-nucleotide variants
Frequencies of coding SNVs in MEFs exposed to ionizing radiation
| # | Locus | Gene | Mutation | Amino acid change | Freq. IR− (%) | Freq. IR+ (%) |
|---|---|---|---|---|---|---|
| 1 | Chr1:174406441 | Slamf9 | T−>C | M−>T | 0.0 | 23.68 |
| 2 | Chr2:10014034 | Kin | G−>A | E−>K | 0.0 | 20.00 |
| 3 | Chr4:120619977 | Zfp69 | A−>G | S−>P | 0.0 | 20.00 |
| 4 | Chr4:146162835 | Zfp600 | T−>A | I−>K | 0.0 | 20.00 |
| 5 | Chr5:72655729 | Atp10d | C−>G | P−>R | 0.0 | 27.78 |
| 6 | Chr7:25371714 | Zfp575 | G−>A | A−>V | 0.0 | 25.00 |
| 7 | Chr7:31658366 | Cd22 | C−>T | R−>Q | 0.0 | 30.56 |
| 8 | Chr7:48249435 | 4930433I11Rik | A−>T | D−>V | 0.0 | 23.08 |
| 9 | Chr7:48249440 | 4930433I11Rik | G−>C | A−>P | 0.0 | 24.00 |
| 10 | Chr8:93611040 | Rbl2 | G−>C | R−>T | 0.0 | 20.83 |
| 11 | Chr14:52076074 | Vmn2r89 | C−>T | A−>V | 0.0 | 20.00 |
| 12 | Chr18:67019622 | Mc4r | C−>T | G−>S | 0.0 | 22.50 |
| 13 | Chr18:70668975 | Poli | C−>T | G−>R | 0.0 | 29.03 |
IR− control cells not irradiated, IR+ irradiated cells, SNV single-nucleotide variants
Frequencies of coding SNVs in lv-iPSCs exposed to ionizing radiation
| # | Locus | Gene | Mutation | Amino acid change | Freq. IR− (%) | Freq. IR+ (%) |
|---|---|---|---|---|---|---|
| 1 | chr1:30861639 | Phf3 | C−>G | E−>Q | 0.00 | 20.93 |
| 2 | chr1:60166069 | Carf | C−>T | R−>W | 0.00 | 42.86 |
| 3 | chr1:92665043 | Col6a3 | C−>G | E−>D | 0.00 | 22.73 |
| 4 | chr1:108649819 | Kdsr | G−>T | D−>E | 0.00 | 27.59 |
| 5 | chr1:152550404 | Hmcn1 | C−>T | V−>I | 0.00 | 25.00 |
| 6 | chr1:166275528 | Nme7 | G−>A | G−>S | 0.00 | 32.26 |
| 7 | chr1:171863885 | 1700084C01Rik | G−>A | G−>S | 0.00 | 25.00 |
| 8 | chr1:175866740 | Ifi203 | G−>A | T−>M | 0.00 | 28.57 |
| 9 | chr1:186630980 | Mosc1 | G−>C | D−>E | 0.00 | 23.08 |
| 10 | chr1:186740013 | Mark1 | T−>A | E−>D | 0.00 | 32.14 |
| 11 | chr2:10112008 | Itih5 | T−>C | S−>P | 0.00 | 42.31 |
| 12 | chr2:31655794 | Abl1 | A−>G | S−>G | 0.00 | 25.00 |
| 13 | chr2:31656413 | Abl1 | A−>C | N−>T | 0.00 | 24.24 |
| 14 | chr2:34634942 | Rabepk | T−>C | K−>E | 0.00 | 44.44 |
| 15 | chr2:34858984 | Hc | C−>T | S−>N | 0.00 | 20.51 |
| 16 | chr2:79182476 | Cerkl | C−>T | A−>T | 0.00 | 24.00 |
| 17 | chr2:86000090 | Olfr1042 | T−>C | T−>A | 0.00 | 42.86 |
| 18 | chr2:86154881 | Olfr1053 | A−>C | I−>M | 0.00 | 42.86 |
| 19 | chr2:86828637 | Olfr1101 | T−>G | Q−>P | 0.00 | 41.67 |
| 20 | chr2:87149857 | Olfr1118 | A−>G | K−>E | 0.00 | 40.74 |
| 21 | chr2:89033480 | Olfr1226 | G−>A | S−>F | 0.00 | 57.14 |
| 22 | chr2:90749357 | Kbtbd4 | A−>G | I−>V | 0.00 | 36.36 |
| 23 | chr2:90894429 | Psmc3 | A−>G | T−>A | 0.00 | 23.53 |
| 24 | chr2:91757766 | Ambra1 | G−>A | R−>Q | 0.00 | 60.71 |
| 25 | chr2:92815310 | Prdm11 | G−>A | S−>L | 0.00 | 43.33 |
| 26 | chr2:119346136 | Exd1 | T−>A | H−>L | 0.00 | 35.00 |
| 27 | chr2:119577973 | Ltk | C−>T | G−>E | 0.00 | 34.38 |
| 28 | chr2:120104674 | Pla2g4d | G−>A | P−>L | 0.00 | 20.00 |
| 29 | chr2:120265164 | Ganc | C−>G | I−>M | 0.00 | 40.00 |
| 30 | chr2:120357660 | Zfp106 | G−>T | Q−>K | 0.00 | 42.31 |
| 31 | chr2:126412071 | Slc27a2 | G−>T | A−>S | 0.00 | 24.00 |
| 32 | chr2:127182455 | Astl | C−>T | P−>L | 0.00 | 30.56 |
| 33 | chr2:127267842 | Fahd2a | C−>A | G−>W | 0.00 | 21.74 |
| 34 | chr2:146172498 | Ralgapa2 | C−>T | V−>I | 0.00 | 25.00 |
| 35 | chr2:150299134 | Zfp345 | A−>T | L−>Q | 0.00 | 24.00 |
| 36 | chr2:153757199 | Bpifb3 | G−>A | M−>I | 0.00 | 33.33 |
| 37 | chr2:157822874 | Tti1 | T−>C | K−>R | 0.00 | 20.59 |
| 38 | chr2:157832871 | Tti1 | C−>T | S−>N | 0.00 | 21.74 |
| 39 | chr2:165177990 | Zfp663 | C−>T | R−>Q | 0.00 | 21.74 |
| 40 | chr2:165880571 | Ncoa3 | G−>A | S−>N | 0.00 | 43.48 |
| 41 | chr2:174471852 | Zfp831 | T−>C | S−>P | 0.00 | 25.93 |
| 42 | chr3:19570978 | Trim55 | G−>A | G−>S | 0.00 | 29.17 |
| 43 | chr3:20127155 | Cpa3 | T−>A | K−>I | 0.00 | 36.36 |
| 44 | chr3:65861245 | Veph1 | A−>G | S−>P | 0.00 | 25.00 |
| 45 | chr3:88240586 | Sema4a | G−>A | A−>V | 0.00 | 29.41 |
| 46 | chr3:94167523 | C2cd4d | G−>C | R−>P | 0.00 | 22.22 |
| 47 | chr3:96096266 | Fcgr1 | G−>A | P−>S | 0.00 | 20.00 |
| 48 | chr3:97414088 | Chd1l | T−>C | S−>G | 0.00 | 42.86 |
| 49 | chr3:105789443 | Ovgp1 | C−>T | T−>I | 0.00 | 21.74 |
| 50 | chr3:116192199 | Rtcd1 | C−>T | V−>I | 0.00 | 27.27 |
| 51 | chr3:118377426 | Dpyd | G−>A | S−>N | 0.00 | 41.67 |
| 52 | chr3:137770265 | Mttp | T−>A | T−>S | 0.00 | 26.09 |
| 53 | chr3:142271248 | Gbp1 | G−>A | E−>K | 0.00 | 30.95 |
| 54 | chr4:57660898 | Palm2 | G−>A | V−>I | 0.00 | 40.00 |
| 55 | chr4:106415886 | Fam151a | G−>A | R−>Q | 0.00 | 51.85 |
| 56 | chr4:116265516 | Gpbp1l1 | T−>A | S−>T | 0.00 | 25.00 |
| 57 | chr4:118154980 | Tie1 | T−>C | D−>G | 0.00 | 30.30 |
| 58 | chr4:119804939 | Hivep3 | T−>C | L−>P | 0.00 | 25.00 |
| 59 | chr4:120620061 | Zfp69 | T−>C | T−>A | 0.00 | 40.00 |
| 60 | chr4:120620067 | Zfp69 | T−>G | T−>P | 0.00 | 37.04 |
| 61 | chr4:136193988 | Lactbl1 | A−>G | S−>G | 0.00 | 33.33 |
| 62 | chr4:141674086 | Kazn | C−>T | A−>T | 0.00 | 20.00 |
| 63 | chr4:147839151 | Mtor | C−>T | R−>C | 0.00 | 25.71 |
| 64 | chr5:23825901 | Kcnh2 | T−>G | T−>P | 0.00 | 34.78 |
| 65 | chr5:23905831 | Abcb8 | T−>C | W−>R | 0.00 | 20.00 |
| 66 | chr5:64289838 | 0610040J01Rik | T−>A | L−>Q | 0.00 | 24.00 |
| 67 | chr5:90672580 | Ankrd17 | A−>G | *−>Q | 0.00 | 28.89 |
| 68 | chr5:109231028 | Vmn2r8 | T−>C | E−>G | 0.00 | 20.83 |
| 69 | chr5:122789758 | Rad9b | A−>G | L−>S | 0.00 | 37.93 |
| 70 | chr5:138473740 | Smok3a | A−>G | Q−>R | 0.00 | 32.00 |
| 71 | chr5:142948192 | C330006K01Rik | G−>A | G−>R | 0.00 | 22.86 |
| 72 | chr5:146996767 | 1700001J03Rik | C−>T | R−>H | 0.00 | 30.56 |
| 73 | chr6:67242225 | Il12rb2 | T−>C | Y−>C | 0.00 | 21.21 |
| 74 | chr6:67423944 | Il23r | T−>C | T−>A | 0.00 | 26.09 |
| 75 | chr6:72529697 | Elmod3 | T−>C | H−>R | 0.00 | 25.00 |
| 76 | chr6:123355291 | Vmn2r20 | G−>A | A−>V | 0.00 | 24.00 |
| 77 | chr6:124820464 | Cd4 | G−>A | P−>S | 0.00 | 30.77 |
| 78 | chr6:128334974 | 4933413G19Rik | G−>A | G−>R | 0.00 | 23.53 |
| 79 | chr6:129369539 | Clec9a | A−>G | N−>S | 0.00 | 40.91 |
| 80 | chr6:132907129 | Tas2r131 | C−>T | R−>Q | 0.00 | 26.09 |
| 81 | chr6:141942744 | Gm6614 | C−>T | D−>N | 0.00 | 32.14 |
| 82 | chr6:142186044 | Slco1a5 | G−>A | S−>L | 0.00 | 25.00 |
| 83 | chr6:142186083 | Slco1a5 | G−>T | P−>H | 0.00 | 27.27 |
| 84 | chr6:142201619 | Slco1a5 | T−>G | D−>A | 0.00 | 35.29 |
| 85 | chr6:142251831 | Iapp | G−>C | S−>T | 0.00 | 26.92 |
| 86 | chr7:3794286 | Pira2 | A−>G | S−>P | 0.00 | 26.09 |
| 87 | chr7:7278011 | Vmn2r30 | T−>A | N−>I | 0.00 | 22.22 |
| 88 | chr7:10859910 | Vmn1r66 | G−>A | H−>Y | 0.00 | 38.10 |
| 89 | chr7:11333654 | Vmn1r71 | G−>A | T−>I | 0.00 | 50.00 |
| 90 | chr7:12738597 | Vmn1r78 | T−>C | F−>S | 0.00 | 20.00 |
| 91 | chr7:17743709 | Ceacam3 | C−>G | L−>V | 0.00 | 20.00 |
| 92 | chr7:17743712 | Ceacam3 | A−>C | I−>L | 0.00 | 22.50 |
| 93 | chr7:18337478 | Ceacam5 | G−>A | R−>Q | 0.00 | 22.73 |
| 94 | chr7:18662759 | Ceacam12 | G−>C | G−>A | 0.00 | 26.09 |
| 95 | chr7:19672969 | Dmpk | G−>A | A−>T | 0.00 | 33.33 |
| 96 | chr7:26134047 | Megf8 | C−>T | H−>Y | 0.00 | 20.45 |
| 97 | chr7:26261696 | Ceacam1 | C−>G | A−>P | 0.00 | 20.00 |
| 98 | chr7:29779122 | Map4k1 | T−>C | C−>R | 0.00 | 21.05 |
| 99 | chr7:31370138 | Wbp7 | C−>A | A−>S | 0.00 | 31.82 |
| 100 | chr7:31374957 | Zbtb32 | C−>T | A−>T | 0.00 | 30.77 |
| 101 | chr7:31391976 | Upk1a | G−>A | T−>I | 0.00 | 31.03 |
| 102 | chr7:31696435 | Mag | C−>T | V−>I | 0.00 | 40.00 |
| 103 | chr7:48299575 | Gm4884 | G−>T | A−>S | 0.00 | 21.28 |
| 104 | chr7:48299666 | Gm4884 | A−>C | H−>P | 0.00 | 22.22 |
| 105 | chr7:51608348 | Shank1 | G−>A | G−>S | 0.00 | 20.00 |
| 106 | chr7:54720024 | Mrgpra2b | T−>A | H−>L | 0.00 | 42.42 |
| 107 | chr7:55424237 | Mrgprb5 | A−>G | I−>T | 0.00 | 30.43 |
| 108 | chr7:55424238 | Mrgprb5 | T−>A | I−>F | 0.00 | 29.17 |
| 109 | chr7:86855301 | Kif7 | C−>T | R−>H | 0.00 | 42.42 |
| 110 | chr7:89455314 | Sh3gl3 | T−>G | S−>A | 0.00 | 40.00 |
| 111 | chr7:108978612 | Inppl1 | G−>A | H−>Y | 0.00 | 35.29 |
| 112 | chr7:109584206 | Stim1 | T−>A | L−>H | 0.00 | 24.14 |
| 113 | chr7:109762976 | Olfr553 | G−>T | L−>M | 0.00 | 23.26 |
| 114 | chr7:109832588 | Trim68 | T−>C | I−>V | 0.00 | 32.00 |
| 115 | chr7:109862636 | Olfr33 | A−>G | F−>S | 0.00 | 27.78 |
| 116 | chr7:109872941 | Olfr559 | A−>T | I−>N | 0.00 | 23.53 |
| 117 | chr7:110121916 | Olfr577 | C−>T | A−>T | 0.00 | 34.48 |
| 118 | chr7:110234973 | Olfr584 | T−>C | F−>L | 0.00 | 22.58 |
| 119 | chr7:110336027 | Olfr592 | A−>G | H−>R | 0.00 | 33.33 |
| 120 | chr7:110399181 | Dub2a | C−>G | E−>Q | 0.00 | 42.31 |
| 121 | chr7:110566860 | Usp17l5 | C−>A | P−>T | 0.00 | 25.00 |
| 122 | chr7:111161069 | Olfr639 | A−>G | I−>T | 0.00 | 25.71 |
| 123 | chr7:111161070 | Olfr639 | T−>C | I−>V | 0.00 | 27.78 |
| 124 | chr7:111297423 | Ubqlnl | C−>G | Q−>H | 0.00 | 23.33 |
| 125 | chr7:111298754 | Ubqlnl | T−>G | T−>P | 0.00 | 31.58 |
| 126 | chr7:111302579 | E030002O03Rik | A−>G | V−>A | 0.00 | 20.00 |
| 127 | chr7:111560797 | Trim30a | G−>C | T−>S | 0.00 | 33.33 |
| 128 | chr7:111793632 | Olfr658 | T−>C | T−>A | 0.00 | 25.00 |
| 129 | chr7:112009277 | Dub1 | C−>T | R−>C | 0.00 | 35.00 |
| 130 | chr7:112041695 | Olfr666 | G−>A | A−>V | 0.00 | 29.03 |
| 131 | chr7:112123974 | Olfr671 | C−>A | S−>I | 0.00 | 20.00 |
| 132 | chr7:112462829 | Olfr689 | G−>T | A−>S | 0.00 | 21.95 |
| 133 | chr7:112708033 | Apbb1 | G−>A | S−>F | 0.00 | 26.32 |
| 134 | chr7:114029870 | Olfr706 | G−>A | L−>F | 0.00 | 23.08 |
| 135 | chr7:114218082 | Olfr714 | G−>A | V−>I | 0.00 | 21.43 |
| 136 | chr7:115302565 | Olfr485 | C−>T | G−>E | 0.00 | 28.00 |
| 137 | chr7:115399125 | Olfr488 | T−>C | K−>E | 0.00 | 25.00 |
| 138 | chr7:115968770 | Olfr514 | T−>C | T−>A | 0.00 | 25.00 |
| 139 | chr7:116859980 | BC051019 | G−>A | T−>I | 0.00 | 26.09 |
| 140 | chr7:135022359 | Zfp646 | C−>G | L−>V | 0.00 | 23.68 |
| 141 | chr7:135024297 | Zfp646 | G−>A | E−>K | 0.00 | 20.83 |
| 142 | chr7:135026037 | Zfp646 | A−>G | S−>G | 0.00 | 28.89 |
| 143 | chr8:4213992 | BC068157 | G−>A | P−>L | 0.00 | 52.38 |
| 144 | chr8:80770162 | Ttc29 | C−>T | P−>L | 0.00 | 22.86 |
| 145 | chr8:86691455 | 4930432K21Rik | C−>A | P−>T | 0.00 | 37.50 |
| 146 | chr8:112256157 | Atxn1l | C−>G | V−>L | 0.00 | 21.88 |
| 147 | chr9:21085574 | Kri1 | T−>C | K−>E | 0.00 | 35.71 |
| 148 | chr9:21733911 | Ccdc159 | G−>T | S−>I | 0.00 | 51.72 |
| 149 | chr9:22004013 | Zfp872 | C−>T | L−>F | 0.00 | 34.88 |
| 150 | chr9:22005064 | Zfp872 | G−>A | G−>E | 0.00 | 34.15 |
| 151 | chr9:22005066 | Zfp872 | T−>C | *−>R | 0.00 | 32.50 |
| 152 | chr9:22058381 | Zfp599 | C−>T | M−>I | 0.00 | 34.62 |
| 153 | chr9:35646988 | 9230110F15Rik | A−>G | V−>A | 0.00 | 22.22 |
| 154 | chr9:36671150 | Fez1 | A−>C | E−>D | 0.00 | 34.62 |
| 155 | chr9:37869528 | Olfr885 | G−>A | V−>M | 0.00 | 27.27 |
| 156 | chr9:41932183 | Sorl1 | C−>T | S−>N | 0.00 | 32.35 |
| 157 | chr9:44073278 | Nlrx1 | A−>C | F−>V | 0.00 | 25.00 |
| 158 | chr9:45557815 | Dscaml1 | G−>C | K−>N | 0.00 | 42.86 |
| 159 | chr9:50490277 | Dixdc1 | C−>T | R−>Q | 0.00 | 21.74 |
| 160 | chr9:55821819 | Rfpl3s | G−>A | T−>M | 0.00 | 29.03 |
| 161 | chr9:58347114 | 6030419C18Rik | G−>A | A−>T | 0.00 | 24.14 |
| 162 | chr9:120873710 | Ulk4 | T−>C | I−>V | 0.00 | 23.68 |
| 163 | chr10:18244674 | Nhsl1 | G−>C | C−>S | 0.00 | 21.88 |
| 164 | chr10:18722769 | Tnfaip3 | A−>G | L−>P | 0.00 | 28.00 |
| 165 | chr10:51201543 | Gp49a | C−>T | P−>S | 0.00 | 22.22 |
| 166 | chr10:51201551 | Gp49a | T−>A | H−>Q | 0.00 | 20.00 |
| 167 | chr10:51203657 | Gp49a | T−>C | Y−>H | 0.00 | 27.50 |
| 168 | chr10:51203677 | Gp49a | T−>G | N−>K | 0.00 | 44.74 |
| 169 | chr10:53257912 | Mcm9 | A−>T | S−>T | 0.00 | 37.50 |
| 170 | chr10:61892173 | Supv3l1 | C−>T | D−>N | 0.00 | 31.43 |
| 171 | chr10:62301871 | Tet1 | T−>C | E−>G | 0.00 | 27.59 |
| 172 | chr10:62534718 | Pbld1 | G−>T | G−>V | 0.00 | 26.67 |
| 173 | chr10:62534721 | Pbld1 | G−>A | G−>E | 0.00 | 26.67 |
| 174 | chr10:69997479 | Fam13c | T−>G | S−>A | 0.00 | 23.68 |
| 175 | chr10:82654374 | Chst11 | G−>A | G−>S | 0.00 | 23.08 |
| 176 | chr10:85391311 | Ascl4 | G−>C | G−>R | 0.00 | 28.57 |
| 177 | chr10:99909744 | Tmtc3 | C−>T | R−>K | 0.00 | 30.00 |
| 178 | chr10:99914062 | Tmtc3 | C−>T | R−>K | 0.00 | 44.83 |
| 179 | chr10:100031465 | Cep290 | A−>C | M−>L | 0.00 | 47.62 |
| 180 | chr10:128448679 | Olfr763 | T−>A | C−>S | 0.00 | 20.00 |
| 181 | chr11:5587351 | Ankrd36 | G−>A | V−>I | 0.00 | 33.33 |
| 182 | chr11:5587391 | Ankrd36 | A−>T | K−>I | 0.00 | 22.22 |
| 183 | chr11:6501551 | Nacad | G−>A | P−>S | 0.00 | 39.39 |
| 184 | chr11:23264045 | Usp34 | A−>T | E−>D | 0.00 | 28.57 |
| 185 | chr11:29429943 | Mtif2 | A−>G | Q−>R | 0.00 | 25.93 |
| 186 | chr11:29607190 | Rtn4 | G−>C | S−>T | 0.00 | 25.00 |
| 187 | chr11:29607841 | Rtn4 | C−>T | A−>V | 0.00 | 31.25 |
| 188 | chr11:29646793 | Eml6 | G−>C | L−>V | 0.00 | 37.14 |
| 189 | chr11:32184064 | Hba-a1 | G−>C | G−>A | 0.00 | 28.00 |
| 190 | chr11:35622812 | Rars | G−>T | A−>E | 0.00 | 22.22 |
| 191 | chr11:48988354 | Btnl9 | T−>C | Q−>R | 0.00 | 39.13 |
| 192 | chr11:52216575 | 9530068E07Rik | C−>T | A−>V | 0.00 | 34.38 |
| 193 | chr11:62078872 | Adora2b | G−>A | R−>H | 0.00 | 25.71 |
| 194 | chr11:67688822 | Usp43 | T−>C | M−>V | 0.00 | 24.00 |
| 195 | chr11:69010998 | Alox8 | A−>G | V−>A | 0.00 | 21.43 |
| 196 | chr11:70584746 | Zfp3 | C−>A | P−>T | 0.00 | 20.83 |
| 197 | chr11:70995613 | Nlrp1b | A−>T | F−>Y | 0.00 | 21.74 |
| 198 | chr11:70995614 | Nlrp1b | A−>G | F−>L | 0.00 | 23.81 |
| 199 | chr11:70995616 | Nlrp1b | A−>C | I−>R | 0.00 | 22.73 |
| 200 | chr11:72984698 | P2rx5 | C−>T | A−>V | 0.00 | 25.00 |
| 201 | chr11:96214596 | Hoxb2 | G−>A | E−>K | 0.00 | 61.90 |
| 202 | chr11:96772447 | Cdk5rap3 | C−>T | V−>I | 0.00 | 47.50 |
| 203 | chr11:101045277 | Cntnap1 | C−>T | S−>L | 0.00 | 31.25 |
| 204 | chr11:102935952 | Plcd3 | A−>T | D−>E | 0.00 | 23.81 |
| 205 | chr11:106174196 | Cd79b | T−>C | M−>V | 0.00 | 22.22 |
| 206 | chr11:120146302 | Bahcc1 | C−>G | T−>S | 0.00 | 21.43 |
| 207 | chr12:18521595 | 5730507C01Rik | A−>T | N−>Y | 0.00 | 20.00 |
| 208 | chr12:21271015 | Asap2 | C−>T | T−>I | 0.00 | 21.43 |
| 209 | chr12:21379212 | Adam17 | A−>C | S−>A | 0.00 | 20.69 |
| 210 | chr12:25723341 | Kidins220 | G−>A | G−>S | 0.00 | 31.82 |
| 211 | chr12:32005994 | Lamb1 | T−>C | V−>A | 0.00 | 25.00 |
| 212 | chr12:65573550 | Fscb | A−>G | S−>P | 0.00 | 25.00 |
| 213 | chr12:77031626 | Syne2 | G−>A | R−>K | 0.00 | 20.00 |
| 214 | chr12:77088037 | Syne2 | A−>G | H−>R | 0.00 | 37.93 |
| 215 | chr12:77701313 | Spnb1 | G−>C | D−>E | 0.00 | 27.08 |
| 216 | chr12:77713010 | Spnb1 | A−>T | M−>K | 0.00 | 26.47 |
| 217 | chr12:80369378 | Zfyve26 | T−>C | Q−>R | 0.00 | 28.00 |
| 218 | chr12:85333734 | Acot2 | A−>G | T−>A | 0.00 | 22.86 |
| 219 | chr12:88947186 | Oog1 | G−>A | E−>K | 0.00 | 20.45 |
| 220 | chr12:111906810 | 1700001K19Rik | T−>G | Q−>P | 0.00 | 29.82 |
| 221 | chr13:6564252 | Pitrm1 | C−>A | T−>K | 0.00 | 32.14 |
| 222 | chr13:6604968 | Pfkp | C−>T | V−>M | 0.00 | 34.48 |
| 223 | chr13:8886000 | Idi1 | T−>C | S−>P | 0.00 | 22.58 |
| 224 | chr13:8958551 | Idi2 | A−>G | E−>G | 0.00 | 27.27 |
| 225 | chr13:9150373 | Larp4b | T−>C | L−>S | 0.00 | 34.48 |
| 226 | chr13:9688439 | Zmynd11 | C−>T | S−>N | 0.00 | 33.33 |
| 227 | chr13:14097474 | Tbce | G−>A | A−>V | 0.00 | 22.73 |
| 228 | chr13:23126330 | Vmn1r214 | G−>A | E−>K | 0.00 | 42.86 |
| 229 | chr13:23126981 | Vmn1r214 | C−>A | Q−>K | 0.00 | 40.91 |
| 230 | chr13:23309404 | Vmn1r221 | C−>A | L−>I | 0.00 | 30.77 |
| 231 | chr13:23309956 | Vmn1r221 | C−>G | L−>V | 0.00 | 25.93 |
| 232 | chr13:23579753 | Btn2a2 | T−>A | I−>L | 0.00 | 34.62 |
| 233 | chr13:23647236 | Hist1h1d | C−>T | T−>I | 0.00 | 37.50 |
| 234 | chr13:23855668 | Hist1h1a | C−>T | A−>V | 0.00 | 29.63 |
| 235 | chr13:25085054 | Mrs2 | T−>C | T−>A | 0.00 | 21.74 |
| 236 | chr13:40238189 | Ofcc1 | G−>A | P−>S | 0.00 | 20.83 |
| 237 | chr13:58445640 | Kif27 | T−>A | I−>L | 0.00 | 23.81 |
| 238 | chr13:70874611 | Adamts16 | C−>T | G−>S | 0.00 | 24.14 |
| 239 | chr13:70877487 | Adamts16 | G−>C | Q−>E | 0.00 | 20.59 |
| 240 | chr13:81583863 | Gpr98 | C−>T | E−>K | 0.00 | 34.48 |
| 241 | chr13:96284081 | F2rl1 | C−>T | V−>I | 0.00 | 25.00 |
| 242 | chr13:98737291 | Rgnef | G−>C | A−>G | 0.00 | 33.33 |
| 243 | chr14:45342600 | Gm8267 | A−>T | M−>K | 0.00 | 28.00 |
| 244 | chr14:50393514 | 3632451O06Rik | A−>G | V−>A | 0.00 | 24.44 |
| 245 | chr14:51135131 | Olfr742 | A−>G | N−>S | 0.00 | 25.81 |
| 246 | chr14:55283622 | Acin1 | T−>C | K−>E | 0.00 | 43.18 |
| 247 | chr14:70175997 | Tnfrsf10b | C−>G | P−>A | 0.00 | 27.78 |
| 248 | chr14:70176001 | Tnfrsf10b | T−>C | V−>A | 0.00 | 25.00 |
| 249 | chr14:78484964 | AU021034 | A−>G | C−>R | 0.00 | 22.22 |
| 250 | chr15:41697429 | Abra | G−>C | L−>V | 0.00 | 24.00 |
| 251 | chr15:41701040 | Abra | G−>C | L−>V | 0.00 | 27.27 |
| 252 | chr15:54965030 | Deptor | A−>T | M−>L | 0.00 | 25.00 |
| 253 | chr15:66523859 | Tg | G−>A | V−>I | 0.00 | 20.00 |
| 254 | chr15:75937421 | Eppk1 | C−>T | V−>I | 0.00 | 25.00 |
| 255 | chr15:76539950 | Recql4 | A−>G | L−>P | 0.00 | 20.00 |
| 256 | chr15:95455328 | Dbx2 | C−>T | V−>M | 0.00 | 25.00 |
| 257 | chr16:32756226 | Muc4 | C−>G | Q−>E | 0.00 | 24.32 |
| 258 | chr16:32779211 | Muc4 | C−>A | Q−>K | 0.00 | 23.33 |
| 259 | chr16:45577986 | Slc9a10 | C−>T | A−>V | 0.00 | 20.00 |
| 260 | chr16:56668453 | Abi3bp | C−>A | P−>Q | 0.00 | 22.22 |
| 261 | chr16:58872574 | Olfr176 | C−>G | S−>T | 0.00 | 20.59 |
| 262 | chr17:6009735 | Synj2 | T−>A | F−>L | 0.00 | 25.81 |
| 263 | chr17:6037828 | Synj2 | C−>G | H−>D | 0.00 | 25.00 |
| 264 | chr17:7530924 | Tcp10a | C−>T | P−>S | 0.00 | 29.03 |
| 265 | chr17:24111200 | Prss30 | A−>C | D−>E | 0.00 | 21.05 |
| 266 | chr17:24583771 | E4f1 | C−>T | S−>N | 0.00 | 27.27 |
| 267 | chr17:28021909 | Uhrf1bp1 | G−>A | G−>D | 0.00 | 22.50 |
| 268 | chr17:31365125 | Ubash3a | C−>T | P−>S | 0.00 | 25.81 |
| 269 | chr17:31392140 | Rsph1 | G−>T | P−>Q | 0.00 | 25.71 |
| 270 | chr17:31398701 | Rsph1 | G−>A | T−>M | 0.00 | 30.30 |
| 271 | chr17:31754132 | Cbs | T−>C | D−>G | 0.00 | 29.03 |
| 272 | chr17:32758655 | Gm9705 | G−>A | V−>M | 0.00 | 20.00 |
| 273 | chr17:33158753 | Zfp763 | C−>T | A−>T | 0.00 | 22.86 |
| 274 | chr17:33472542 | Zfp81 | A−>G | M−>T | 0.00 | 27.59 |
| 275 | chr17:34087468 | B3galt4 | T−>C | N−>S | 0.00 | 28.21 |
| 276 | chr17:34338203 | Psmb8 | G−>T | A−>S | 0.00 | 28.57 |
| 277 | chr17:34870392 | C4b | C−>T | R−>Q | 0.00 | 22.58 |
| 278 | chr17:34974426 | Dom3z | T−>C | L−>S | 0.00 | 50.00 |
| 279 | chr17:35267082 | Apom | G−>T | Q−>K | 0.00 | 43.33 |
| 280 | chr17:35457904 | H2-Q1 | C−>T | P−>L | 0.00 | 32.50 |
| 281 | chr17:36168621 | H2-T23 | C−>G | R−>T | 0.00 | 28.57 |
| 282 | chr17:36218438 | H2-Bl | T−>C | H−>R | 0.00 | 27.03 |
| 283 | chr17:36254622 | H2-T10 | G−>A | P−>S | 0.00 | 33.33 |
| 284 | chr17:36323554 | H2-T3 | T−>G | M−>L | 0.00 | 21.67 |
| 285 | chr17:43615815 | Mep1a | T−>C | T−>A | 0.00 | 25.00 |
| 286 | chr17:43615911 | Mep1a | T−>C | T−>A | 0.00 | 30.00 |
| 287 | chr17:43822205 | Cyp39a1 | G−>A | G−>R | 0.00 | 28.57 |
| 288 | chr17:46161537 | Vegfa | G−>A | P−>L | 0.00 | 37.04 |
| 289 | chr17:46550212 | Zfp318 | A−>G | E−>G | 0.00 | 29.03 |
| 290 | chr17:46635998 | BC048355 | A−>C | K−>N | 0.00 | 31.82 |
| 291 | chr17:46893214 | Ptcra | G−>T | R−>S | 0.00 | 37.14 |
| 292 | chr17:72047254 | Fam179a | T−>G | F−>C | 0.00 | 37.50 |
| 293 | chr17:80734673 | Arhgef33 | G−>A | A−>T | 0.00 | 26.67 |
| 294 | chr17:88958139 | Klraq1 | T−>C | M−>T | 0.00 | 29.03 |
| 295 | chr17:89110812 | Gtf2a1l | G−>A | R−>Q | 0.00 | 31.03 |
| 296 | chr17:89153211 | Lhcgr | T−>C | T−>A | 0.00 | 57.58 |
| 297 | chr18:37907724 | Pcdhga10 | C−>A | H−>N | 0.00 | 26.09 |
| 298 | chr18:38132920 | Arap3 | G−>A | A−>V | 0.00 | 44.83 |
| 299 | chr18:60977711 | Tcof1 | C−>A | A−>S | 0.00 | 56.00 |
| 300 | chr18:60992401 | Tcof1 | C−>A | A−>S | 0.00 | 46.43 |
| 301 | chr18:65901869 | 5330437I02Rik | T−>C | F−>L | 0.00 | 20.59 |
| 302 | chr18:80326155 | Adnp2 | A−>G | F−>L | 0.00 | 26.83 |
| 303 | chr18:80389581 | Rbfa | C−>T | A−>T | 0.00 | 32.35 |
| 304 | chr19:10751147 | Pga5 | C−>G | V−>L | 0.00 | 45.83 |
| 305 | chr19:11038598 | Ms4a10 | C−>T | V−>I | 0.00 | 20.69 |
| 306 | chr19:18912582 | Trpm6 | A−>G | M−>V | 0.00 | 21.88 |
| 307 | chr19:25696788 | Dmrt3 | C−>T | T−>M | 0.00 | 29.63 |
| 308 | chr7:111207208 | Olfr643 | G−>A | R−>* | 0.00 | 29.41 |
IR− control cells not irradiated, IR+ irradiated cells, SNV single-nucleotide variants
Fig. 3Gene expression levels in cells exposed or not to ionizing radiation (IR) for the indicated periods. a Heatmap showing Pearson’s correlation coefficients relating expression levels between irradiated and non-irradiated cells. b Volcano plots of genes expressed in irradiated and non-irradiated cells, showing genes significantly up-regulated (red dots) or down-regulated (green dots) in irradiated cells. Differentially expressed genes were filtered based on FDR < 0.05. c, d Histograms of gene ontology classifications of differentially expressed genes in irradiated (c) ESCs and (d) iPSCs. e Heat maps showing the expression level of DNA damage repair-associated genes in irradiated (+) and non-irradiated (−) cells. Blue indicates lowest expression; fuchsia, highest. BER base excision repair, HR, homologous recombination, MMR mismatch repair, NER nucleotide excision repair, NHEJ non-homologous end joining
Fig. 4The phosphorylation level of DNA repair-associated proteins. a Quantification of the numbers of γ-H2AX foci in lv-iPSCs, ESCs and MEFs. Error bars represent the standard error of the mean (SEM) for the numbers of γ-H2AX foci per nucleus based on 4–5 fields, each containing approximately 20–30 cells. Significance of differences was assessed using Student’s t test. **P < 0.01 (three independent experiments). b Western blot analysis of phosphorylated ATM (p-ATM) and phosphorylated catalytic subunit of DNA protein kinase (p-DNA-PKcs) in lv-iPSCs and ESCs before and after ionizing irradiation. c Western blot analysis of the trimethylation level of H3K9 in lv-iPSCs and ESCs before and after ionizing irradiation
Fig. 5High genome stability of ci-iPSCs. a Western blot analysis of phosphorylated ATM (p-ATM) in ci-iPS, lv-iPS and ESCs before and after ionizing irradiation. b Circos plot showing genetic alterations in irradiated ci-iPSCs and ESCs, based on the corresponding untreated cells as a reference. Chromosome numbers are indicated as the outermost labels. c Histograms showing the number of SNVs in each genomic region of irradiated lv-iPSCs, ci-iPSCs and MEFs. CDS coding sequence, SNV single-nucleotide variants, UTR untranslated region. d Histograms showing the numbers of SNVs in the coding regions of irradiated lv-iPSCs, ci-iPSCs and MEFs
Fig. 6Greater tolerance of genomic DNA variation in lv-iPSCs. a Flow cytometric analysis of apoptosis rate in lv-iPSCs, ESCs and MEFs following ionizing irradiation (IR) for the indicated periods. 7-AAD 7-amino-actinomycin. b Cell proliferation rate (based on BrdU incorporation) in lv-iPSCs, ESCs and MEFs exposed to ionizing irradiation for the indicated periods. Each point represents a mean of three replicates **P < 0.01. c Analysis of cell cycle distribution in lv-iPS, ESCs and MEFs exposed to ionizing radiation for the indicated periods
Fig. 7Genome stability of mice derived from lv-iPSCs or ESCs following exposure to ionizing radiation (IR). Controls were C57 mice. a Mice were generated from lv-iPSCs or ESCs through tetraploid embryo complementation. Representative results from three independent experiments are shown. b Examples of bones from the three types of mice, from which marrow cells were extracted. c Box plots showing the percentage of impaired bone marrow cells in each mouse strain. DNA damage was evaluated using single-cell gel electrophoresis **P < 0.01. d Box plots showing the percentage of Tail DNA in impaired cells as a measure of DNA damage. Tail DNA% = Tail DNA intensity/Cell DNA Intensity × 100%. CASP software was used to calculate tail moment based on 50–100 randomly selected cells per sample
Fig. 8Diagram illustrating factors influencing the genome stability of iPSCs. Environmental factors contribute to genomic variations in lv-iPSCs. In response to double-strand DNA breaks, lv-iPSCs always adopt the error-prone NHEJ repair pathway. The resulting low fidelity of DNA repair makes the lv-iPSC genome unstable and the cells more vulnerable to environmental stress. Genomic stability of iPSCs appears to depend on the method used to generate them: ci-iPSCs show greater stability than lv-iPSCs. HR homologous recombination repair pathway, IR ionizing radiation, NHEJ non-homologous end joining