File "HL-paper2.html"

Path: /IB QUESTIONBANKS/5 Fifth Edition - PAPER/HTML/Biology/Topic 10/HL-paper2html
File size: 609.72 KB
MIME-type: text/html
Charset: utf-8

 
Open Back
<!DOCTYPE html>
<html>


<meta http-equiv="content-type" content="text/html;charset=utf-8">
<head>
<meta charset="utf-8">
<title>IB Questionbank</title>
<link rel="stylesheet" media="all" href="css/application-02ef852527079acf252dc4c9b2922c93db8fde2b6bff7c3c7f657634ae024ff1.css">
<link rel="stylesheet" media="print" href="css/print-6da094505524acaa25ea39a4dd5d6130a436fc43336c0bb89199951b860e98e9.css">
<script src="js/application-9717ccaf4d6f9e8b66ebc0e8784b3061d3f70414d8c920e3eeab2c58fdb8b7c9.js"></script>
<script type="text/javascript" async src="https://cdnjs.cloudflare.com/ajax/libs/mathjax/2.7.5/MathJax.js?config=TeX-MML-AM_CHTML-full"></script>
<!--[if lt IE 9]>
<script src='https://cdnjs.cloudflare.com/ajax/libs/html5shiv/3.7.3/html5shiv.min.js'></script>
<![endif]-->
<meta name="csrf-param" content="authenticity_token">
<meta name="csrf-token" content="iHF+M3VlRFlNEehLVICYgYgqiF8jIFlzjGNjIwqOK9cFH3ZNdavBJrv/YQpz8vcspoICfQcFHW8kSsHnJsBwfg==">
<link href="favicon.ico" rel="shortcut icon">

</head>
<body class="teacher questions-show">
<div class="navbar navbar-fixed-top">
<div class="navbar-inner">
<div class="container">
<div class="brand">
<div class="inner"><a href="http://ibo.org/">ibo.org</a></div>
</div>
<ul class="nav">
<li>
<a href="../../../../../../../index.html">Home</a>
</li>
<!-- - if current_user.is_language_services? && !current_user.is_publishing? -->
<!-- %li= link_to "Language services", tolk_path -->
</ul>
<ul class="nav pull-right">
<li class="dropdown">
<a class="dropdown-toggle" data-toggle="dropdown" href="#">
Help
<b class="caret"></b>
</a>
<ul class="dropdown-menu">
<li><a href="https://questionbank.ibo.org/video_tour?locale=en">Video tour</a></li>
<li><a href="https://questionbank.ibo.org/instructions?locale=en">Detailed instructions</a></li>
<li><a target="_blank" href="https://ibanswers.ibo.org/">IB Answers</a></li>
</ul>
</li>
<li>
<a href="https://06082010.xyz">IB Documents (2) Team</a>
</li></ul>
</div>
</div>
</div>

<div class="page-content container">
<div class="row">
<div class="span24">

<div class="pull-right screen_only"><a class="btn btn-small btn-info" href="https://questionbank.ibo.org/updates?locale=en">Updates to Questionbank</a></div>
<p class="muted language_chooser">
User interface language:
<a href="https://questionbank.ibo.org/en/users/set_user_locale?new_locale=en">English</a>
|
<a href="https://questionbank.ibo.org/en/users/set_user_locale?new_locale=es">EspaƱol</a>
</p>
</div>
</div>

<div class="page-header">
<div class="row">
<div class="span16">
<p class="back-to-list">
</p>
</div>
<div class="span8" style="margin: 0 0 -19px 0;">
<img style="width: 100%;" class="qb_logo" src="https://mirror.ibdocs.top/qb.png" alt="Ib qb 46 logo">
</div>
</div>
</div>
<h2>HL Paper 2</h2><div class="specification">
<p>Dachshunds have three basic coat types: wire-, smooth- or long-haired. These are affected by two genes, W and K. The presence of W always results in wire hair.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
<p style="text-align: center;">[Source: American Kennel Club, 2007. Available at:<br>https://www.slideshare.net/ghinck/dachshund-power-point.]</p>
<p style="text-align: left;">When long-haired dogs are crossed among themselves, they always produce long-haired puppies. When dogs heterozygous for both genes are crossed, they produce offspring in the ratio 12 wire-haired:3 smooth-haired:1 long-haired.</p>
<p style="text-align: left;">A male wire-haired dog was crossed with several long-haired females and the phenotypic ratio of the puppies was approximately 2 wire-haired:1 smooth-haired:1 long-haired.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the genotype of the male wire-haired dog.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Using a Punnett square, determine how a smooth-haired puppy could be produced in the offspring.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="specification">
<p>The biological insights of Mendel and Darwin in the 19th century remain important to this day.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the role of genes and chromosomes in determining individual and shared character features of the members of a species.</p>
<div class="marks">[7]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the process of speciation.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe, using <strong>one</strong> example, how homologous structures provide evidence for evolution.</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>The diagram shows one of Thomas Hunt Morganā€™s crosses of <em>Drosophila</em> in the early 20th century.</p>
<p style="text-align: left;"><img src="data:image/png;base64,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"></p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the type of inheritance shown.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify the recombinants.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The chi-squared value was calculated as shown. Deduce, with reasons, whether the observed ratio differed significantly from the expected Mendelian ratio.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"><img style="float: left;" src="data:image/png;base64,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"></p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the roles of helicase and ligase in DNA replication.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how natural selection can lead to speciation.</p>
<div class="marks">[7]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the features of ecosystems that make them sustainable.</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>List <strong>two</strong> causes of variation within a gene pool.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how variation contributes to evolution by natural selection.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline what is required for speciation to occur.</p>
<div class="marks">[3]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>Hemophilia is a sex-linked disease that affected some members of royal families in Europe during the 19th and 20th centuries.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
</div>

<div class="specification">
<p>The diagram shows the structure of two chromosomes after the first division of meiosis, assuming that there was no crossing over or chiasmata formation.</p>
<p><img src="data:image/png;base64,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"></p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a Punnett square to show all the possible genotypes of Queen Victoriaā€™s children.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Deduce the genotype of Queen Victoriaā€™s daughter Alice.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw the same chromosomes to show their structure at the same stage of meiosis if there had been one chiasma between two gene loci.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the stage of meiosis where chiasmata formation may occur.</p>
<div class="marks">[1]</div>
<div class="question_part_label">b.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain gene linkage and its effects on inheritance.</p>
<div class="marks">[2]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the mechanism that prevents polyspermy during fertilization.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the process of crossing over.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the reason for linked genes<strong> not</strong> following the pattern of inheritance discovered by Mendel.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Extensive areas of the rainforest in Cambodia are being cleared for large-scale rubber plantations. Distinguish between the sustainability of natural ecosystems such as rainforests and the sustainability of areas used for agriculture.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the roles of the shoot apex in the growth of plants.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Research suggests that many living plant species are polyploid. Explain how polyploidy occurs and, using a <strong>named</strong> example, how polyploidy can lead to speciation.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>A group of students used quadrat sampling and the chi-squared test to find out whether the distributions of two plant species were associated with each other or not. These two species were found in the ground vegetation in a woodland ecosystem.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
<p style="text-align: center;">[Source: (left) Pixabay. <br>(right) Topic, J., n.d. Veronica montana 2. [image online] Available at: http://www.freenatureimages.eu/Plants/<br>Flora%20S-Z/Veronica%20montana/#Veronica%2520montana%25202%252C%2520Bosereprijs%252C%2520Saxifr<br>aga-Jasenka%2520Topic.jpg [Accessed 3 December 2019].</p>
<p style="text-align: left;">The numbers of quadrats with one, both or neither species present were counted and recorded. The observed frequencies from 150 quadrats are shown in the following contingency table.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the alternative hypothesis for this study.</p>
<div class="marks">[1]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>To calculate chi-squared, expected values must first be calculated. Assuming that there is no association between the two species, calculate the expected number of quadrats in which both species would be present, showing your working.</p>
<p>Ā </p>
<p>Ā </p>
<p>Ā </p>
<p>Ā </p>
<p>Ā </p>
<div class="marks">[1]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the number of degrees of freedom for this test to determine the critical value of chi-squared.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>When the data in the table were used to calculate chi-squared, the calculated value was 0.056. The critical value is 3.84. Explain the conclusion that can be drawn from the calculated and critical values for chi-squared.</p>
<div class="marks">[1]</div>
<div class="question_part_label">d.</div>
</div>
<br><hr><br><div class="specification">
<p>The karyogram shown is for the African marsh rat (<em>Dasymys incomtus</em>). In this species, sex is determined by X and Y chromosomes. Females are XX and males are XY.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
<p style="text-align: center;">[Source: adapted from https://embryology.med.unsw.edu.au]</p>
</div>

<div class="specification">
<p>Thomas Hunt Morgan established that genes for body colour and wing size in <em>Drosophila</em> are autosomally linked. The allele for grey body (b<sup>+</sup>) is dominant over that for black body (b) and the allele for normal wing size (vg<sup>+</sup>) is dominant over that for vestigial wing (vg).</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between the structure of the chromosomes of prokaryotes and eukaryotes.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the causes of sickle cell anemia.</p>
<div class="marks">[2]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Identify, with a reason, the sex of this individual.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>State the haploid number for this nucleus.</p>
<div class="marks">[1]</div>
<div class="question_part_label">c.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>A fly that is homozygous dominant for both body colour and wing size mates with a fly that is recessive for both characteristics. In the table, draw the arrangement of alleles for the offspring of this mating and for the homozygous recessive parent.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
<div class="marks">[2]</div>
<div class="question_part_label">d.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p style="text-align: left;">The offspring, which were all heterozygous for grey body and normal wings, were crossed with flies that were homozygous recessive for both genes. The table shows the percentages of offspring produced.</p>
<p style="text-align: center;"><img src="data:image/png;base64,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"></p>
<p style="text-align: left;">Explain these results, based on the knowledge that the genes for body colour and wing size are autosomally linked.</p>
<div class="marks">[2]</div>
<div class="question_part_label">d.ii.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Cells go through a repeating cycle of events in growth regions such as plant root tips and animal embryos. Outline this cell cycle.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a labelled diagram of the formation of a chiasma by crossing over.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the control of gene expression in eukaryotes.</p>
<div class="marks">[8]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Autosomal genes are located in chromosomes that are not sex chromosomes. The inheritance of autosomal genes is affected by whether the genes are linked or unlinked. Explain the <strong>two</strong> types of inheritance, using the example of parents that are heterozygous for two genes A and B.</p>
<div class="marks">[7]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how sperm are produced from diploid cells in the testis and how this production can be sustained over many decades of adult life.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Testis cells are eukaryotic cells. Identify the structures seen under the electron microscope in testis cells that are not present in prokaryotic cells.</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>More than 8 million different species are alive today but over the course of evolution, more&nbsp;than 4 billion may have existed.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the criteria that should be used to assess whether a group of organisms is a species.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the changes that occur in gene pools during speciation.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Discuss the process, including potential risks and benefits, of using bacteria to genetically modify plant crop species.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw a labelled diagram to show the structure of a single nucleotide of RNA.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe how DNA profiling can be used to establish paternity.</p>
<div class="marks">[5]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the reasons for variation in human height.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The micrograph shows a plant cell of <em>Lilium grandiflorum</em> during meiosis.</p>
<p><img src="data:image/png;base64,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"></p>
<p>Identify, giving reasons, the stage of meiosis shown by this cell.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.i.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline the law of independent assortment.</p>
<div class="marks">[2]</div>
<div class="question_part_label">a.ii.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>The genes for cystic fibrosis and blood group are not linked. Two parents are heterozygous for cystic fibrosis. One parent has blood group O and the other has blood group AB. Using a Punnett square, determine the probability that their child will have both cystic fibrosis and blood group A.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline how reproductive isolation can occur in an animal population.</p>
<div class="marks">[3]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the different cell types in the seminiferous tubules that are involved in the process of spermatogenesis.</p>
<div class="marks">[4]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain the roles of specific hormones in the menstrual cycle, including positive and negative feedback mechanisms.</p>
<div class="marks">[8]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Outline, using graphs, the effect of different factors that influence enzyme activity.</p>
<div class="marks">[5]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Describe the function of <strong>three named</strong> enzymes involved in DNA replication.</p>
<div class="marks">[3]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain how speciation occurs, including the different processes of isolation and selection.</p>
<div class="marks">[7]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br><div class="specification">
<p>RNA molecules play numerous roles in gene expression and so contribute to variation.</p>
</div>

<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Draw labelled diagrams to show the structure of RNA nucleotides and how they are linked together to form a molecule of RNA.</p>
<div class="marks">[4]</div>
<div class="question_part_label">a.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Explain transcription.</p>
<div class="marks">[7]</div>
<div class="question_part_label">b.</div>
</div>
<div class="question" style="padding-left: 20px; padding-right: 20px;">
<p>Distinguish between continuous and discrete variation, using examples.</p>
<div class="marks">[4]</div>
<div class="question_part_label">c.</div>
</div>
<br><hr><br>