Question 1
What kind of functional genomics approach would you choose if you are interested in the study of how histone methylation regulates gene expression?
RNA-Seq
Transcriptomics
Epigenomics
Metabolomics

The IIT Madras BS Big Data and Biological Networks (Big Data and Biological Networks) Quiz 1 paper sat on 26 Feb 2023, in the January 2023 term, set QPE2: 32 questions for 50 marks in 120 minutes. Every question is below with its answer. Take it as a timed mock test to be marked, or read it through first.
What kind of functional genomics approach would you choose if you are interested in the study of how histone methylation regulates gene expression?
RNA-Seq
Transcriptomics
Epigenomics
Metabolomics
Correct answer
Epigenomics
Which one of the following is untrue about DNA sequencing methods?
Purified fragments of DNA cut from plasmid/phage clones or amplified bypolymerase chain reaction (PCR)
Clones of DNA fragments are denatured to single strands, and one of thestrands is hybridized to an oligonucleotide primer
Reverse transcriptase is used to create DNA fragments during DNAsequencing
New strands of DNA are synthesized from the end of the primer
Correct answer
Reverse transcriptase is used to create DNA fragments during DNAsequencing
A major design consideration in a microarray experiment is the incorporation of replicates. Which one of the following statements is most appropriate in stating the consequence(s) of not including replicates in your experiment?
The number of false-positive errors in detecting differentially expressed geneswill increase
The number of false-negative errors in detecting differentially expressedgenes will increase
No statistical analysis of the significance of the observed changes will bepossible
All of these
Correct answer
All of these
Imagine you are designing an experiment to measure gene expression in the blood of patients who have been treated with a new drug. You want to measure expression of all genes in the genome and may want to use the data to identify novel transcripts (e.g. miRNAs) in the future. Which method would you choose?
Real-time PCR
ChiP-seq
Microarray analysis
RNA-seq
Correct answer
RNA-seq
In a RNA-seq experiment, which file contains raw sequence data?
SAM file
BAM file
FASTQ file
CRAM file
Correct answer
FASTQ file
Which one of the following is most appropriate option?
Frameshift mutation involves the insertion or deletion of a single base in aDNA molecule
Mutagen is a substance or energy form that can cause a mutation in DNA
Point Mutation involves substitution of a single nucleotide in a DNA molecule
Frameshift mutation involves the insertion or deletion of a single base in aDNA molecule, Mutagen is a substance or energy form that can cause a mutation in DNA andPoint Mutation involves substitution of a single nucleotide in a DNA molecule
None of these
Correct answer
Frameshift mutation involves the insertion or deletion of a single base in aDNA molecule, Mutagen is a substance or energy form that can cause a mutation in DNA andPoint Mutation involves substitution of a single nucleotide in a DNA molecule
In a DNA molecule, which molecules make up the backbone of the double helix?
Single nucleotides
Joined sugar and phosphates
Joined nitrogenous base and phosphates
Paired nucleotides
Correct answer
Joined sugar and phosphates
Which of the following accounts for the inability of dideoxynucleotide triphosphates (ddNTPs) to further polymerize in Sanger DNA sequencing?
Lack of a hydroxyl group on the 2' carbon
Lack of a hydroxyl group on the 3' carbon
Lack of a triphosphate moiety on the 5' carbon
Presence of a hydroxyl group on the 3' carbon
Correct answer
Lack of a hydroxyl group on the 3' carbon
A connected graph is said to have an Eulerian path if it has zero or two vertices with odd degrees. Given the degree distribution of the two connected graphs, Graph-A and Graph-B, find if any of the graphs has the Eulerian path.
A connected graph is said to have an Eulerian path if it has zero or two vertices with odd degrees. Given the degree distribution of the two connected graphs, Graph-A and Graph-B, find if any of the graphs has the Eulerian path.
Only Graph A
Only Graph B
Both Graph A and Graph B
Neither of them
Correct answer
Only Graph A
What value of p for an Erdos-Renyi network G(n,p), would generate a random network comparable to a regular lattice with n=25 and k=3?
0.125
0.25
0.40
0.50
Correct answer
0.25
Let ‘A’ denote the adjacency matrix of a graph, and ‘n’ denote the number of non-zero elements in ‘A’. Which one of the following is true?
If A represents an undirected graph, then n is always an even number
If A represents a directed graph, then n is always an even number
If self-loops are allowed, then n is always an even number
In a weighted graph, the sum of all the elements in A equals n
Correct answer
If A represents an undirected graph, then n is always an even number
Density of the below-given graph is:
Density of the below-given graph is:
0.52
0.7
0.43
0.23
Correct answer
0.43
Which of the following are true about the regular graph?
It is a connected graph
The degree distribution of the graph follows the binomial distribution
The clustering coefficient is the same for all the nodes
The number of neighbours for all the nodes remains the same
Correct answer
The number of neighbours for all the nodes remains the same
There are four connected components in a graph of 10 nodes. The number of nodes in each of them is 2,2,3 and 3. What is the minimum number of possible edges in the graph?
3
10
8
6
Correct answer
6
How many edges does a complete bipartite graph with 10 nodes (each group have 5 nodes) have?
45
55
35
25
Correct answer
25
If a graph has 25 vertices and a minimum degree of 5, what is the maximum number of edges it can have?
300
400
100
200
Correct answer
300
In the preferential attachment model, new incoming node would attach to the nodes 1,2,3,4 in the network below with the following probabilities:
In the preferential attachment model, new incoming node would attach to the nodes 1,2,3,4 in the network below with the following probabilities:
1/4, 1/4, 1/4, 1/4
3/4, 2/4, 2/4, 1/4
1/8, 1/8, 1/8, 1/8
3/8, 2/8, 2/8, 1/8
Correct answer
3/8, 2/8, 2/8, 1/8
In a graph of 23 nodes and 50 edges, the average degree is:
2.17
4.35
0.92
1.24
Correct answer
4.35
(1,2)
(1,2), (2,1), (1,1), (2,2)
(1,2), (1,1), (2,2)
(1,2), (2,1)
Correct answer
(1,2), (2,1), (1,1), (2,2)
Through proteomics studies, which of the following research-questions can be addressed. Select all the correct options.
Is the abundance of the tumour suppressor p-53 affected by growth of ahuman cell line in the presence of penicillin?
Which genes are upregulated in response to lower temperatures in a cultureof S. cerevisiae?
Which proteins are localised to the Golgi apparatus in mouse liverhepatocytes?
Which SNPs are associated with Breast Cancer?
Correct answers
Is the abundance of the tumour suppressor p-53 affected by growth of ahuman cell line in the presence of penicillin?
Which proteins are localised to the Golgi apparatus in mouse liverhepatocytes?
Which of the following are the application of metabolomics. Select all the correct options.
Identification of disease biomarkers
Mass production of essential proteins and metabolites
Determination of SNPs associated with a disease
To study gene-expression pattern in a context-specific manner
Correct answers
Identification of disease biomarkers
Mass production of essential proteins and metabolites
Which of the following are true for Illumina sequencing? Select all the correct options.
Sequence a single DNA fragment at a time
Short fragment reads (100-150 bp) are ligated to the flow cell surface
Ability to sequence hundreds to thousands of genes or gene regionssimultaneously
None of these
Correct answers
Short fragment reads (100-150 bp) are ligated to the flow cell surface
Ability to sequence hundreds to thousands of genes or gene regionssimultaneously
Let ‘A’ be the adjacency matrix of a fully connected bi-partite graph with seven nodes. Five nodes belong to one group, and the other two belong to the other. The matrix ‘A’ has rows and columns arranged so that the first five rows (and columns) denote the nodes from one particular group. Let n be the number of non-zero elements in the graph. Which of the following are true? Select all the correct options.
The maximum value of n is 20
n is always an even number
The number of non-zero elements in A[:5 , :5] is 10
The minimum value of n is 10
Correct answers
The maximum value of n is 20
n is always an even number
Which of the following are not an example of a biological network? Select all the correct options.
Metabolic network
Citation network from a biological journal
Signaling network
People from a Facebook group “Big data in biology”
Correct answers
Citation network from a biological journal
People from a Facebook group “Big data in biology”
Which of the following are true statements. Select all the correct options.
Number of parameters required for generating a Erdos-Renyi graph is 2
Number of parameters required for generating a Watts-Strogatz graph is 3
Number of parameters required for generating a power-law graph is 1
Neither of them are correct
Correct answers
Number of parameters required for generating a Erdos-Renyi graph is 2
Number of parameters required for generating a Watts-Strogatz graph is 3
Number of parameters required for generating a power-law graph is 1
Which of the following are true about the Watts-Strogatz network? Select all the correct options.
It can capture the degree distribution of the real-world network
It can capture the small-world properties of the real-world network
It has a long-tail degree distribution
It can capture the characteristic path length of the real-world network
Correct answers
It can capture the small-world properties of the real-world network
It can capture the characteristic path length of the real-world network
Which of the following are true for RNA-seq studies? Select all the correct options.
Bulk RNA-seq captures only an “average” of the expression profiles ofthousands of cells
Single cell RNA-seq (scRNA-seq) allows the capture of individual measurementsacross dozens and up to thousands of single cells
RNA transcripts generated are identical across all the cell-types.
Post-translational modifications can be studied using RNA-seq approach.
Correct answers
Bulk RNA-seq captures only an “average” of the expression profiles ofthousands of cells
Single cell RNA-seq (scRNA-seq) allows the capture of individual measurementsacross dozens and up to thousands of single cells
Which of the following are correct for Multi-omics studies? Select all the correct options.
It combines genomic data with data from other modalities such astranscriptomics, epigenetics, and proteomics
It enables a more comprehensive understanding of molecular changescontributing to normal development, cellular response, and disease
It focuses on one aspect of the biological system
It allows the systematic understanding of information flow across differentomics layers
Correct answers
It combines genomic data with data from other modalities such astranscriptomics, epigenetics, and proteomics
It enables a more comprehensive understanding of molecular changescontributing to normal development, cellular response, and disease
It allows the systematic understanding of information flow across differentomics layers
Which of the following are true about GWAS studies? Select all the correct options.
GWAS test hundreds of thousands of genetic variants across many genomes tofind those statistically associated with a specific trait or disease
GWAS can be used to predict an individual’s risk for physical and mentaldisease based on their genetic profile
If a variant is found to be associated with a trait, it means that a variant in thatgenomic region may cause a difference in the trait
If a variant is found to be associated with a trait, it means that a variant in thatgenomic region certainly causes a difference in the trait
Correct answers
GWAS test hundreds of thousands of genetic variants across many genomes tofind those statistically associated with a specific trait or disease
GWAS can be used to predict an individual’s risk for physical and mentaldisease based on their genetic profile
If a variant is found to be associated with a trait, it means that a variant in thatgenomic region may cause a difference in the trait
Which of the following are true statements. Select all the correct options.
Nanopore is long read sequencing technique, whereas, Illumina sequencing isshort read sequencing technique.
Nanopore has 99% accuracy whereas Illumina has 92-95% accuracy
Nanopore sequencing technology uses change in current in protein nanoporewhen DNA is passed through it
Illumina sequencing uses reversible dye terminator technology to detect thesequence of DNA molecules
Correct answers
Nanopore is long read sequencing technique, whereas, Illumina sequencing isshort read sequencing technique.
Nanopore sequencing technology uses change in current in protein nanoporewhen DNA is passed through it
Illumina sequencing uses reversible dye terminator technology to detect thesequence of DNA molecules
Calculate the betweenness centrality of node ‘3’ in the given below network.
Calculate the betweenness centrality of node ‘3’ in the given below network.
0.597
0.041
0.055
0.122
Correct answer
0.597
The average clustering coefficient of the given network is
The average clustering coefficient of the given network is
0.66
0.33
0.86
0.46
Correct answer
0.33