Content


ncRNAs are a large class of coding sequences that have a variety of functions that is determined mostly by their two-dimensional structure. In the last 10 years the more and more scientific discoveries have been made about various classes of RNA and following this growing importance more and more computational methods are being developed to search and classify those molecules. We will focus in this seminar on algorithmic methods to compute structures of RNA, compare RNAs combined on sequence and structure level and search them quicklt in large collections of genomics sequence.

Information for students 

This is a classical seminar. Prof. Marsico will give an overview about the topic on the first date. Prof. Reinert an introduction into RNA folding on the second.
The students have to give a seminar talk of about 45-60 minutes about their topic. The seminar talks can be blocked towards the end of the semester.  The language of the seminar is English and to pass the seminar you need to do the following:

  • attend almost all the classes (if you miss more than one class you will be asked to write a report about a topic of your choice presented in the seminar class)
  • give an oral presentation about a paper of your choice selected from the proposed list below. You will be asked for 3 choices and be assigned one in case of conflicts.
  • Meet at least one week before your presentation with one of the instructors to present a first version.
  • Each students is expected to participate actively in the discussion following the presentation by asking at least two questions regarding the presented topic and reviewing the other students' work (e.g. feedback on the talk and quality of the presentation)

Topics and papers

In the following table you find a set of minimum reading material. Depending on the number of participants this might be expanded. In addition you find here the introductionary material.

Introduction_Annalisa

Lecture: Zuker's algorithm.

List of original literature. In the beginning is the date for your talk and the Professor you shuold contact for questions and meet with a first version of your talk. Please schedule this timely.

Secondary structure prediction
1 (08.06): KR  Finding the most significant sequence and structure motifs in a set of RNA sequences
2 (08.06): KR  Secondary Structure Prediction for Aligned RNA Sequences (TOPIC FREE AGAIN)
3 (15.06): AM  RNAshapes: an integrated RNA analysis package based on abstract shapes
Complete probabilistic analysis of RNA shapes
Alignment/Comparison 
4 (15.06): KR Alignment of RNA base pairing probability matrices
5 (22.06): KR Accurate multiple sequence-structure alignment of RNA sequences using combinatorial optimization 
6 (22.06): KR A fast structural multiple alignment method for long RNA sequences
7 (29.06): AM Lightweight comparison of RNAs based on exact sequence–structure matches
8 (29.06): AM GraphClust: alignment-free structural clustering of local RNA secondary structures
RNA search
9 (06.07): KR  Query-Dependent Banding (QDB) for Faster RNA Similarity Searches
10 (06.07): KR Structator: fast index-based search for RNA sequence-structure patterns
11 (20.07): KR Fast online and index-based algorithms for approximate search of RNA sequence-structure patterns
RNA functional analysis
12 (13.07): AM Widespread purifying selection on RNA structure in mammals
13 (20.07): AM Annotating RNA motifs in sequences and alignments
14 (20.07): AM GraphProt: modeling binding preferences of RNA-binding proteins
15 (20.07): AM Systematic discovery of structural elements governing stability of mammalian messenger RNAs

 

Paper assignment:

Student Paper
Arniella Finding the most significant sequence and structure motifs in a set of RNA sequences
Bertrandt Lightweight comparison of RNAs based on exact sequence–structure matches
Althoff Query-Dependent Banding (QDB) for Faster RNA Similarity Searches
Wellner A fast structural multiple alignment method for long RNA sequences
Grahl Structator: fast index-based search for RNA sequence-structure patterns
Driller Systematic discovery of structural elements governing stability of mammalian messenger RNAs
Adas GraphClust: alignment-free structural clustering of local RNA secondary structures
Walde Alignment of RNA base pairing probability matrices
Mohanakrishnan RNAshapes: an integrated RNA analysis package based on abstract shapes
Jahnel GraphProt: modeling binding preferences of RNA-binding proteins
Budzyak Accurate multiple sequence-structure alignment of RNA sequences using combinatorial optimization
Krannich GraphClust: alignment-free structural clustering of local RNA secondary structures  (free)
Seiler Annotating RNA motifs in sequences and alignments
Pockrandt Fast online and index-based algorithms for approximate search of RNA sequence-structure patterns
Vavadar Widespread purifying selection on RNA structure in mammals