Question 1
Consider the following graphical representation of a circular genome (also known as a "genome graph") and answer the given subquestions with respect to the same.
Which of the following circular genomes correspond to this genome graph?

The IIT Madras BS Algorithmic Thinking in Bioinformatics (Algorithmic Thinking in Bioinformatics) End Term paper sat on 13 Sept 2026, in the May 2026 term, set 1: 14 questions for 44 marks in 180 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.
Consider the following graphical representation of a circular genome (also known as a "genome graph") and answer the given subquestions with respect to the same.
Which of the following circular genomes correspond to this genome graph?
Correct answers
Consider the following graphical representation of a circular genome (also known as a "genome graph") and answer the given subquestions with respect to the same.
Correct answer
Given below is the spectral convolution for a theoretical spectrum of a cyclic peptide, and answer the given subquestions.
What is the number of amino acids in the peptide? Assume every amino acid in the peptide is unique. Enter your answer as a single integer.
Correct answer: 3
Given below is the spectral convolution for a theoretical spectrum of a cyclic peptide, and answer the given subquestions.
Use the integer masses of different amino acids from the figure given below to determine which of the following might be the corresponding peptide.
INK
NQK
ILN
NLQ
Correct answers
INK
NLQ
Identify each of these first columns belong to which algorithm.
Algorithm I -- Randomized Motif Search, Algorithm II -- Gibbs Sampling
Algorithm I -- Gibbs Sampling, Algorithm II -- Randomized Motif Search
Correct answer
Algorithm I -- Gibbs Sampling, Algorithm II -- Randomized Motif Search
Given below is an excerpt of the DP table constructed for global alignment of the strings TCGGAG and CGCGG. Note that the DP table stores both the alignment score and the back pointer at every cell. Which of the following correctly represents the contents of the shaded cell?
Correct answer
Correct answer
Which of the strings has ``N$OTUONMNO'' as its Burrows-Wheeler transform?
MOUNTNOON$
MOUNTOONN$
MOONTUNON$
NOONMOUNT$
Correct answer
MOUNTNOON$
Correct answer: 14
None of these
Correct answer
You are studying the signaling pathway system of an alien world. Existing literature shows that information in the alien world is transmitted in the following procedure.
"A receptor protein in the cell membrane transmits information to a series of three kinase proteins that are sequentially activated inside the cell. The final activated kinase causes a transcription factor to get activated and translocated to the nucleus, wherein the TF protein regulates a target gene."
Based on the above data, answer the given subquestions.
Correct answer: 2.55 (accepted within ±0.05)
Which of the following statements about the EM algorithm are TRUE
The E-step computes the posterior probabilities (expected values) of the latent variables given the current parameter estimates.
The M-step updates the parameters by maximizing the expected complete- data log-likelihood obtained from the E-step.
The E-step and M-step are iterated until the parameter estimates converge.
The EM algorithm is guaranteed to find the global maximum of the likelihood function.
Correct answers
The E-step computes the posterior probabilities (expected values) of the latent variables given the current parameter estimates.
The M-step updates the parameters by maximizing the expected complete- data log-likelihood obtained from the E-step.
The E-step and M-step are iterated until the parameter estimates converge.
A genomics lab has two DNA sequencing machines, each with a different base-calling accuracy. For each sequencing run, one machine is randomly selected and used to sequence a 5-base read from a sample; each base is recorded as either C (correctly matches the reference genome) or E (erroneous base call, mismatches the reference). Consider the table below, which contains sample data from six sequencing runs, and answer the given subquestions with respect to the same.
Correct answer
A genomics lab has two DNA sequencing machines, each with a different base-calling accuracy. For each sequencing run, one machine is randomly selected and used to sequence a 5-base read from a sample; each base is recorded as either C (correctly matches the reference genome) or E (erroneous base call, mismatches the reference). Consider the table below, which contains sample data from six sequencing runs, and answer the given subquestions with respect to the same.
Correct answer: 0.355 (accepted within ±0.025)