Skip to main content

2016 | OriginalPaper | Buchkapitel

Quantitative Estimation for Impact of Genomic Features Responsible for 5′ and 3′ UTR Formation in Human Genome

verfasst von : Shailesh Kumar, Sumita Kachhwaha, S. L. Kothari

Erschienen in: Proceedings of Fifth International Conference on Soft Computing for Problem Solving

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

UnTranslated Regions (UTRs) are part of messenger ribonucleic acid (mRNA) that do not undergo protein translation mechanism but plays an important role in translation control. Various genomic and non genomic features are responsible for controlling the translation. We have attempted to find various genomic features and their information content that are contributing to the length of UTRs. With the increase in length of UTRs, the translation process becomes slower resulting into less protein output. In this study results revealed that as length of 5′ UTR and 3′ UTR increase the information content of the sequence also increase but it becomes stable at longer UTR. Trimeric features are having more information content as compared to Dimeric features. As length of UTR increase the entropy of the information increases but after certain length it becomes stable. As 5′ UTR length increases the GC content decreases while AT increases and it is opposite in 3′ UTRs. Some genomic features like CG, TAA, CGT, CGC, CCG, CGG, ACG are having correlation <0.70 where as features like CT, TC, AC, CA, GT, GA. ACT, CAT, CTT, TCA, TGA are having correlation >0.90.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Sangeeta, C., Pal, J.K.: Role of 5′‐ and 3′‐untranslated regions of mRNAs in human diseases. Biol. Cell 101(5), 251–262 (2009) Sangeeta, C., Pal, J.K.: Role of 5′‐ and 3′‐untranslated regions of mRNAs in human diseases. Biol. Cell 101(5), 251–262 (2009)
2.
Zurück zum Zitat Francesca, C., Miller, W., Bouhassira, E.E.: Gene length and proximity to neighbors affect genome-wide expression levels. Genome Res. 13(12), 2602–2608 (2003) Francesca, C., Miller, W., Bouhassira, E.E.: Gene length and proximity to neighbors affect genome-wide expression levels. Genome Res. 13(12), 2602–2608 (2003)
3.
Zurück zum Zitat Chen, C.-H., Lin, H.-Y., Pan, C.-L., Chen, F.-C.: The genomic features that affect the lengths of 5′ untranslated regions in multicellular eukaryotes. BMC Bioinf. 12(Suppl 9): S3 (2011). doi:10.1186/1471-2105-12-S9-S3 Chen, C.-H., Lin, H.-Y., Pan, C.-L., Chen, F.-C.: The genomic features that affect the lengths of 5′ untranslated regions in multicellular eukaryotes. BMC Bioinf. 12(Suppl 9): S3 (2011). doi:10.​1186/​1471-2105-12-S9-S3
4.
Zurück zum Zitat Chung, B.Y.W., Simons, C., Firth, A.E., Brown, C.M., Hellens, R.P.: Effect of 5′ UTR introns on gene expression in Arabidopsis thaliana. BMC Genomics 7(1), 120 (2006) Chung, B.Y.W., Simons, C., Firth, A.E., Brown, C.M., Hellens, R.P.: Effect of 5′ UTR introns on gene expression in Arabidopsis thaliana. BMC Genomics 7(1), 120 (2006)
5.
Zurück zum Zitat Alexandrov, N.N., Troukhan, M.E., Brover, V.V., Tatarinova, T., Flavell, R.B., Feldmann, K.A.: Features of Arabidopsis genes and genome discovered using full-length cDNAs. Plant Mol. Biol. 60(1), 69–85 (2006) Alexandrov, N.N., Troukhan, M.E., Brover, V.V., Tatarinova, T., Flavell, R.B., Feldmann, K.A.: Features of Arabidopsis genes and genome discovered using full-length cDNAs. Plant Mol. Biol. 60(1), 69–85 (2006)
6.
Zurück zum Zitat Chung, B.Y.W., Simons, C., Firth, A.E., Brown, C.M., Hellens, R.P.: Effect of 5′ UTR introns on gene expression in Arabidopsis thaliana. BMC Genomics (2006). doi:10.1186/1471-2164-7-120 Chung, B.Y.W., Simons, C., Firth, A.E., Brown, C.M., Hellens, R.P.: Effect of 5′ UTR introns on gene expression in Arabidopsis thaliana. BMC Genomics (2006). doi:10.​1186/​1471-2164-7-120
7.
Zurück zum Zitat Can, C., Chua, H.N., Zhang, H., Tarnawsky, S.P., Akef, A., Derti, A., Tasan, M., Moore, M.J., Palazzo, A.F., Roth, F.P.: Genome analysis reveals interplay between 5′ UTR introns and nuclear mRNA export for secretory and mitochondrial genes. PLoS Genet. 7(4) (2011). doi:10.1371/journal.pgen.1001366 Can, C., Chua, H.N., Zhang, H., Tarnawsky, S.P., Akef, A., Derti, A., Tasan, M., Moore, M.J., Palazzo, A.F., Roth, F.P.: Genome analysis reveals interplay between 5′ UTR introns and nuclear mRNA export for secretory and mitochondrial genes. PLoS Genet. 7(4) (2011). doi:10.​1371/​journal.​pgen.​1001366
8.
Zurück zum Zitat Shlomi, D., Velten, L., Sharon, E., Zeevi, D., Carey, L.B., Weinberger, A., Segal, E.: Deciphering the rules by which 5′-UTR sequences affect protein expression in yeast. In: Proceedings of the National Academy of Sciences 110.30 E2792–E2801 (2013) Shlomi, D., Velten, L., Sharon, E., Zeevi, D., Carey, L.B., Weinberger, A., Segal, E.: Deciphering the rules by which 5′-UTR sequences affect protein expression in yeast. In: Proceedings of the National Academy of Sciences 110.30 E2792–E2801 (2013)
9.
Zurück zum Zitat Wegrzyn, J.L., Drudge, T.M., Valafar, F., Hook, V.: Bioinformatic analyses of mammalian 5′-UTR sequence properties of mRNAs predicts alternative translation initiation sites. BMC Bioinf. 9(1) (2008). doi:10.1186/1471-2105-9-232 Wegrzyn, J.L., Drudge, T.M., Valafar, F., Hook, V.: Bioinformatic analyses of mammalian 5′-UTR sequence properties of mRNAs predicts alternative translation initiation sites. BMC Bioinf. 9(1) (2008). doi:10.​1186/​1471-2105-9-232
10.
Zurück zum Zitat Piscuoglio, S., Kishore, S., Kovac, M., Gylling, A., Wenzel, F., Trapani, F., Heinimann, K.: 3′-UTR poly (T/U) tract deletions and altered expression of EWSR1 are a hallmark of mismatch repair–deficient cancers. Cancer Res. 74(1), 224–234 (2014) Piscuoglio, S., Kishore, S., Kovac, M., Gylling, A., Wenzel, F., Trapani, F., Heinimann, K.: 3′-UTR poly (T/U) tract deletions and altered expression of EWSR1 are a hallmark of mismatch repair–deficient cancers. Cancer Res. 74(1), 224–234 (2014)
11.
Zurück zum Zitat Rao, Y.S., Chai, X.W., Wang, Z.F., Nie, Q.H., Zhang, X.Q.: Impact of GC content on gene expression pattern in chicken. Genetics Sel. Evol. 45(1) (2013). doi:10.1186/1297-9686-45-9 Rao, Y.S., Chai, X.W., Wang, Z.F., Nie, Q.H., Zhang, X.Q.: Impact of GC content on gene expression pattern in chicken. Genetics Sel. Evol. 45(1) (2013). doi:10.​1186/​1297-9686-45-9
12.
Zurück zum Zitat Jun-Jie, L., Ke-Jun, W., Wei-Xing, F., Xin, W., Xin-yan, X.: Identification of 5′ UTR splicing site using sequence and structural specificities based on combination statistical method with SVM. Appl. Math. Inf. Sci. 7 (1L), 91–97 (2013) Jun-Jie, L., Ke-Jun, W., Wei-Xing, F., Xin, W., Xin-yan, X.: Identification of 5′ UTR splicing site using sequence and structural specificities based on combination statistical method with SVM. Appl. Math. Inf. Sci. 7 (1L), 91–97 (2013)
13.
Zurück zum Zitat Davuluri, R.V., Suzuki, Y., Sugano, S., Zhang, M.Q.: CART classification of human 5′ UTR sequences. Genome Res. 10(11) 1807–1816 (2000) Davuluri, R.V., Suzuki, Y., Sugano, S., Zhang, M.Q.: CART classification of human 5′ UTR sequences. Genome Res. 10(11) 1807–1816 (2000)
14.
Zurück zum Zitat Mercer, T.R., Wilhelm, D., Dinger, M.E., Solda, G., Korbie, D.J., Glazov, E.A., Truong, V.: Expression of distinct RNAs from 3′ untranslated regions. Nucleic Acids Res. 39(6), 2393–2403 (2011) Mercer, T.R., Wilhelm, D., Dinger, M.E., Solda, G., Korbie, D.J., Glazov, E.A., Truong, V.: Expression of distinct RNAs from 3′ untranslated regions. Nucleic Acids Res. 39(6), 2393–2403 (2011)
15.
Zurück zum Zitat Pedro, M., Shenker, S., Andreu-Agullo, C., Westholm, J.O., Lai, E.C.: Widespread and extensive lengthening of 3′ UTRs in the mammalian brain. Genome Research 23(5), 812–825 (2013) Pedro, M., Shenker, S., Andreu-Agullo, C., Westholm, J.O., Lai, E.C.: Widespread and extensive lengthening of 3′ UTRs in the mammalian brain. Genome Research 23(5), 812–825 (2013)
16.
Zurück zum Zitat Grillo, G., Turi, A., Licciulli, F., Mignone, F., Liuni, S., Banfi, S., Pesole, G.: UTRdb and UTRsite (RELEASE 2010): a collection of sequences and regulatory motifs of the untranslated regions of eukaryotic mRNAs. Nucleic Acids Res. 38(Suppl 1), D75–D80 (2010) Grillo, G., Turi, A., Licciulli, F., Mignone, F., Liuni, S., Banfi, S., Pesole, G.: UTRdb and UTRsite (RELEASE 2010): a collection of sequences and regulatory motifs of the untranslated regions of eukaryotic mRNAs. Nucleic Acids Res. 38(Suppl 1), D75–D80 (2010)
17.
Zurück zum Zitat Camacho, C., Coulouris, G., Avagyan, V., Ma, N., Papadopoulos, J., Bealer, K., Madden, T.L.: BLAST+: architecture and applications. BMC Bioinf. 10, 421(2009). doi:10.1186/1471-2105-10-421 Camacho, C., Coulouris, G., Avagyan, V., Ma, N., Papadopoulos, J., Bealer, K., Madden, T.L.: BLAST+: architecture and applications. BMC Bioinf. 10, 421(2009). doi:10.​1186/​1471-2105-10-421
18.
Zurück zum Zitat Daniel, H., Romashchenko, A., Shen, A., Vereshchagin, N.: Inequalities for Shannon entropy and Kolmogorov complexity. J. Comput. Syst. Sci. 60(2), 442–464 (2000) Daniel, H., Romashchenko, A., Shen, A., Vereshchagin, N.: Inequalities for Shannon entropy and Kolmogorov complexity. J. Comput. Syst. Sci. 60(2), 442–464 (2000)
19.
Zurück zum Zitat Schmitt, A.O., Herzel, H.: Estimating the entropy of DNA sequences. J. Theor. Biol. 188(3): 369–377 (1997) Schmitt, A.O., Herzel, H.: Estimating the entropy of DNA sequences. J. Theor. Biol. 188(3): 369–377 (1997)
Metadaten
Titel
Quantitative Estimation for Impact of Genomic Features Responsible for 5′ and 3′ UTR Formation in Human Genome
verfasst von
Shailesh Kumar
Sumita Kachhwaha
S. L. Kothari
Copyright-Jahr
2016
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-0448-3_24

Premium Partner