Abstract
Background: Understanding organic functions at a molecular level is important for scientists to unveil the disease mechanism and to develop diagnostic or therapeutic methods.
Aims: The present study tried to find genes selectively expressed in 11 rat organs, including the adrenal gland, brain, colon, duodenum, heart, ileum, kidney, liver, lung, spleen, and stomach.
Materials and Methods: Three normal male Sprague-Dawley (SD) rats were anesthetized, their organs mentioned above were harvested, and RNA in the fresh organs was extracted. Purified RNA was reversely transcribed and sequenced using the Solexa high-throughput sequencing technique. The abundance of a gene was measured by the expected value of fragments per kilobase of transcript sequence per million base pairs sequenced (FPKM). Genes in organs with the highest expression level were sought out and compared with their median value in organs. If a gene in the highest expressed organ was significantly different (p < 0.05) from that in the medianly expressed organ, accompanied by q value < 0.05, and accounted for more than 70% of the total abundance, the gene was assumed as the selective gene in the organ.
Results & Discussion: The Kyoto Encyclopedia of Genes and Genomes (KEGG), and Gene Ontology (GO) pathways were enriched by the highest expressed genes. Based on the criterion, 1,406 selective genes were screened out, 1,283 of which were described in the gene bank and 123 of which were waiting to be described. KEGG and GO pathways in the organs were partly confirmed by the known understandings and a good portion of the pathways needed further investigation.
Conclusion: The novel selective genes and organic functional pathways are useful for scientists to unveil the mechanisms of the organs at the molecular level, and the selective genes’ products are candidate disease markers for organs.
Graphical Abstract
[http://dx.doi.org/10.1038/s41598-021-82169-5] [PMID: 33504897]
[PMID: 17583203]
[http://dx.doi.org/10.1016/j.jtha.2022.11.033] [PMID: 36696180]
[http://dx.doi.org/10.1080/15548627.2018.1463120] [PMID: 29940807]
[http://dx.doi.org/10.2147/JIR.S300127] [PMID: 33732005]
[http://dx.doi.org/10.1210/jendso/bvac062] [PMID: 35592511]
[http://dx.doi.org/10.1038/ng0494-415] [PMID: 8054985]
[http://dx.doi.org/10.1093/bioinformatics/bty929] [PMID: 30445518]
[http://dx.doi.org/10.1210/jendso/bvac143] [PMID: 36405866]
[http://dx.doi.org/10.1007/s00259-023-06281-6] [PMID: 37272956]
[http://dx.doi.org/10.1182/bloodadvances.2022009307] [PMID: 36995275]
[http://dx.doi.org/10.1016/j.bbrc.2023.05.104] [PMID: 37271026]
[http://dx.doi.org/10.1182/blood-2006-04-014878] [PMID: 16985175]
[http://dx.doi.org/10.3390/ijms24054930] [PMID: 36902363]
[http://dx.doi.org/10.1186/s12957-022-02849-y] [PMID: 36471393]
[http://dx.doi.org/10.1073/pnas.1313945110] [PMID: 23959899]
[http://dx.doi.org/10.1002/jcp.30465] [PMID: 34101831]
[http://dx.doi.org/10.1016/S0888-7543(05)80132-6] [PMID: 1362180]
[http://dx.doi.org/10.18632/aging.202151] [PMID: 33234727]
[http://dx.doi.org/10.3389/fcvm.2023.1094563] [PMID: 36865889]
[http://dx.doi.org/10.3389/fnagi.2023.1153251] [PMID: 37284017]
[http://dx.doi.org/10.1038/s41581-023-00699-9] [PMID: 37016093]
[http://dx.doi.org/10.1016/j.compbiomed.2022.106050]
[http://dx.doi.org/10.1128/jvi.00415-23] [PMID: 37306574]
[http://dx.doi.org/10.1158/2326-6066.CIR-19-0514] [PMID: 31831633]
[http://dx.doi.org/10.3389/fonc.2022.1094248] [PMID: 36620592]
[http://dx.doi.org/10.1002/art.22008] [PMID: 16868980]
[http://dx.doi.org/10.3892/ol.2017.7710] [PMID: 29435059]
[http://dx.doi.org/10.1124/jpet.110.171520] [PMID: 20805305]
[http://dx.doi.org/10.1159/000231634] [PMID: 19657184]
[http://dx.doi.org/10.1089/hum.2022.005] [PMID: 35838129]
[http://dx.doi.org/10.1074/jbc.M109.044396] [PMID: 19723628]
[http://dx.doi.org/10.1097/MCG.0b013e31803233b7]
[http://dx.doi.org/10.1155/2022/1163924] [PMID: 36157235]
[http://dx.doi.org/10.1210/en.2011-0050] [PMID: 21447634]
[http://dx.doi.org/10.1002/jgm.3117] [PMID: 31408249]
[http://dx.doi.org/10.1016/j.jcmgh.2019.02.010] [PMID: 30878664]
[http://dx.doi.org/10.1093/nar/28.1.33] [PMID: 10592175]
[http://dx.doi.org/10.1007/978-3-319-69535-8_5]
[http://dx.doi.org/10.1016/j.biochi.2015.11.009] [PMID: 26582417]
[http://dx.doi.org/10.3390/biom12081058] [PMID: 36008952]
[http://dx.doi.org/10.1042/BSR20222007] [PMID: 37039038]
[http://dx.doi.org/10.1007/s00294-023-01263-5] [PMID: 36947241]
[http://dx.doi.org/10.1111/jne.12586] [PMID: 29486070]
[http://dx.doi.org/10.1007/BF01906370] [PMID: 140671]
[http://dx.doi.org/10.1111/j.1440-1789.2012.01348.x] [PMID: 22994209]
[http://dx.doi.org/10.1074/jbc.M414118200] [PMID: 15684419]
[http://dx.doi.org/10.1038/s41598-022-19883-1] [PMID: 36171238]
[http://dx.doi.org/10.18637/jss.v046.i11] [PMID: 23050260]
[http://dx.doi.org/10.1016/j.jss.2018.06.061] [PMID: 30463736]
[http://dx.doi.org/10.1186/s12931-023-02383-9] [PMID: 36927379]
[http://dx.doi.org/10.1053/j.gastro.2021.05.057] [PMID: 34090884]
[http://dx.doi.org/10.1016/j.gene.2012.10.055] [PMID: 23124043]
[http://dx.doi.org/10.1093/nar/28.1.27] [PMID: 10592173]
[http://dx.doi.org/10.3892/ol.2017.7505] [PMID: 29434861]
[http://dx.doi.org/10.1038/s12276-022-00916-8] [PMID: 36599932]
[http://dx.doi.org/10.1186/1756-0500-1-85] [PMID: 18803820]
[http://dx.doi.org/10.3389/fnins.2021.717490] [PMID: 34366784]
[http://dx.doi.org/10.3390/genes13112056] [PMID: 36360292]
[http://dx.doi.org/10.1016/j.chom.2016.01.003] [PMID: 26867181]
[http://dx.doi.org/10.2147/IJGM.S384140] [PMID: 36267426]
[http://dx.doi.org/10.3390/life13030768] [PMID: 36983924]
[http://dx.doi.org/10.3389/fendo.2023.1122432] [PMID: 36817600]
[http://dx.doi.org/10.1186/s13287-023-03386-5] [PMID: 37287056]
[http://dx.doi.org/10.1024/0300-9831/a000767] [PMID: 36164727]
[http://dx.doi.org/10.1016/j.ajhg.2022.10.007] [PMID: 36368327]
[http://dx.doi.org/10.1007/s11010-022-04618-7] [PMID: 36495372]
[http://dx.doi.org/10.1371/journal.pone.0264696] [PMID: 35239728]
[http://dx.doi.org/10.1042/bj3560171] [PMID: 11336649]
[http://dx.doi.org/10.1002/jcp.30106] [PMID: 33052609]
[http://dx.doi.org/10.1038/mp.2016.158] [PMID: 27698428]
[http://dx.doi.org/10.2169/internalmedicine.6026-20] [PMID: 33952814]
[http://dx.doi.org/10.1016/j.celrep.2020.108308] [PMID: 33113372]
[http://dx.doi.org/10.1186/gb-2004-5-2-r7] [PMID: 14759257]
[http://dx.doi.org/10.1016/j.jnutbio.2018.04.015] [PMID: 29886190]
[http://dx.doi.org/10.1186/s13293-017-0138-6] [PMID: 28523122]
[http://dx.doi.org/10.1002/1873-3468.13233] [PMID: 30156268]
[http://dx.doi.org/10.1016/j.taap.2015.11.015] [PMID: 26627004]
[http://dx.doi.org/10.1016/j.jprot.2021.104258] [PMID: 33962068]
[http://dx.doi.org/10.1242/dev.116.1.201] [PMID: 1483388]
[http://dx.doi.org/10.3389/fendo.2022.1074921] [PMID: 36523590]
[http://dx.doi.org/10.1038/sj.bjc.6603967] [PMID: 17848951]
[http://dx.doi.org/10.3390/cells11244031] [PMID: 36552800]
[http://dx.doi.org/10.1615/JEnvironPatholToxicolOncol.2022044640] [PMID: 36749091]
[http://dx.doi.org/10.3233/JAD-230078] [PMID: 37212113]
[http://dx.doi.org/10.1053/j.jvca.2016.09.026] [PMID: 27919719]
[http://dx.doi.org/10.1093/ckj/sfac262] [PMID: 37007695]
[http://dx.doi.org/10.1002/cbin.10423] [PMID: 25571866]
[http://dx.doi.org/10.1016/j.foodchem.2022.132474] [PMID: 35189446]
[http://dx.doi.org/10.1111/apha.13729] [PMID: 34525257]
[http://dx.doi.org/10.1152/physiolgenomics.00061.2007] [PMID: 17712040]
[http://dx.doi.org/10.1002/iub.2602] [PMID: 35112472]
[http://dx.doi.org/10.3389/fimmu.2022.865273] [PMID: 35799795]
[http://dx.doi.org/10.1016/j.jaci.2023.01.031] [PMID: 36804390]
[http://dx.doi.org/10.1016/j.neo.2019.03.009] [PMID: 30978569]
[http://dx.doi.org/10.31557/APJCP.2022.23.11.3947] [PMID: 36444609]
[http://dx.doi.org/10.1038/s41598-019-39200-7] [PMID: 30770873]
[PMID: 7169302]
[PMID: 11049052]
[http://dx.doi.org/10.1016/j.ceca.2021.102481] [PMID: 34628109]
[http://dx.doi.org/10.1098/rstb.2022.0178] [PMID: 37122221]
[http://dx.doi.org/10.1161/HYPERTENSIONAHA.123.20921] [PMID: 37125608]
[http://dx.doi.org/10.1080/15376510601102793] [PMID: 20020942]
[http://dx.doi.org/10.1124/dmd.122.000915] [PMID: 36116791]
[http://dx.doi.org/10.3390/cancers15113045] [PMID: 37297006]
[http://dx.doi.org/10.1113/jphysiol.2005.102590] [PMID: 16396925]
[http://dx.doi.org/10.1155/2019/4081962] [PMID: 30733836]
[http://dx.doi.org/10.3892/ijmm.2018.3909] [PMID: 30280190]
[http://dx.doi.org/10.1016/j.jep.2023.116564] [PMID: 37244407]
[http://dx.doi.org/10.1096/fj.202201430R] [PMID: 36723904]
[http://dx.doi.org/10.1186/s13148-021-01091-9] [PMID: 33952317]
[http://dx.doi.org/10.1016/j.mod.2009.07.006] [PMID: 19643178]
[http://dx.doi.org/10.1126/science.aab1328] [PMID: 26138968]
[http://dx.doi.org/10.1371/journal.pone.0163962] [PMID: 27706213]
[http://dx.doi.org/10.1002/cpt.2901] [PMID: 37026443]
[http://dx.doi.org/10.1042/BSR20210021] [PMID: 34374413]
[http://dx.doi.org/10.1016/j.omtm.2023.01.004] [PMID: 36816759]
[http://dx.doi.org/10.1016/j.csbj.2023.01.041] [PMID: 36817957]
[http://dx.doi.org/10.1089/omi.2011.0118] [PMID: 22455463]
[http://dx.doi.org/10.3389/fphys.2022.841149] [PMID: 35444558]
[http://dx.doi.org/10.1002/jcla.24591] [PMID: 35908770]
[http://dx.doi.org/10.1007/s12288-022-01580-8] [PMID: 37006987]
[http://dx.doi.org/10.1111/febs.13693] [PMID: 26918856]
[http://dx.doi.org/10.1182/blood-2015-08-661785] [PMID: 27222476]
[http://dx.doi.org/10.1186/1471-2164-13-710] [PMID: 23249408]
[http://dx.doi.org/10.1016/j.yjmcc.2023.04.003]
[http://dx.doi.org/10.1128/MCB.00358-16] [PMID: 27697859]
[http://dx.doi.org/10.1002/ctm2.1091] [PMID: 36314066]
[http://dx.doi.org/10.1016/j.jnutbio.2022.109227] [PMID: 36435294]
[http://dx.doi.org/10.1016/j.gene.2015.10.028] [PMID: 26476292]
[http://dx.doi.org/10.1186/s12876-022-02510-8] [PMID: 36241983]
[http://dx.doi.org/10.1016/j.cbpa.2023.111453] [PMID: 37230318]
[http://dx.doi.org/10.1016/j.yexcr.2019.111590] [PMID: 31479687]
[http://dx.doi.org/10.1155/2020/2716202] [PMID: 32802068]
[http://dx.doi.org/10.1016/j.cbi.2017.05.025] [PMID: 28578904]
[http://dx.doi.org/10.1152/ajprenal.00181.2022] [PMID: 35979966]
[http://dx.doi.org/10.1038/s41598-022-15826-y] [PMID: 35831348]
[http://dx.doi.org/10.3389/fimmu.2022.1020580] [PMID: 36578495]
[http://dx.doi.org/10.1038/s41418-020-00713-8] [PMID: 33462409]
[http://dx.doi.org/10.3390/genes14051058] [PMID: 37239418]
[http://dx.doi.org/10.1002/gcc.22477] [PMID: 28597942]
[http://dx.doi.org/10.2152/jmi.70.251]
[http://dx.doi.org/10.1016/j.preteyeres.2023.101187] [PMID: 37217094]
[http://dx.doi.org/10.1002/mds.27888] [PMID: 31693246]
[http://dx.doi.org/10.1016/j.celrep.2023.112191] [PMID: 36862551]
[http://dx.doi.org/10.1186/s12951-022-01764-4] [PMID: 36694259]
[http://dx.doi.org/10.1007/s13238-018-0578-8] [PMID: 30267374]
[http://dx.doi.org/10.1016/j.cyto.2023.156224] [PMID: 37210967]
[http://dx.doi.org/10.1371/journal.pone.0050053] [PMID: 23209644]
[http://dx.doi.org/10.1038/s41598-022-05360-2] [PMID: 35075211]
[http://dx.doi.org/10.3389/fgene.2022.928783] [PMID: 36081994]
[http://dx.doi.org/10.1016/j.dci.2016.03.009] [PMID: 26987526]
[http://dx.doi.org/10.3389/fendo.2018.00809] [PMID: 30723458]
[http://dx.doi.org/10.1038/s41398-021-01436-1] [PMID: 34075027]
[http://dx.doi.org/10.1128/jvi.00495-23] [PMID: 37289063]
[http://dx.doi.org/10.3389/fgene.2022.907145] [PMID: 35860471]
[http://dx.doi.org/10.1016/j.biopsych.2010.07.035] [PMID: 20950796]
[http://dx.doi.org/10.1007/s11033-012-1934-z] [PMID: 23114911]
[http://dx.doi.org/10.3389/fncel.2023.1175614] [PMID: 37293625]
[http://dx.doi.org/10.1371/journal.pntd.0008379] [PMID: 32479494]
[http://dx.doi.org/10.1128/IAI.00268-13] [PMID: 23798529]
[http://dx.doi.org/10.1113/jphysiol.2011.226506] [PMID: 22586225]
[http://dx.doi.org/10.1016/j.abb.2019.01.009]
[http://dx.doi.org/10.1186/s13148-023-01482-0] [PMID: 37120619]
[http://dx.doi.org/10.3803/EnM.2022.1599] [PMID: 37150515]
[http://dx.doi.org/10.1136/gut.14.4.284] [PMID: 4574902]
[http://dx.doi.org/10.1016/j.ejmg.2013.03.011] [PMID: 23542666]
[http://dx.doi.org/10.1016/j.tox.2022.153278] [PMID: 35926757]
[http://dx.doi.org/10.1128/iai.4.6.709-714.1971] [PMID: 5005313]
[http://dx.doi.org/10.1039/D2LC00750A] [PMID: 36633172]
[http://dx.doi.org/10.7717/peerj.8254]