Molecular Biology: From DNA to RNA to Protein

7 Regulation of Gene Expression – Prokaryotes

Learning Objectives

Level 1 and 2 (Knowledge and Comprehension)

  1. Draw a picture illustrating the general structure of an operon, and identify its parts.
  2. Know the difference between positive and negative control? What is the difference between inducible and repressible operons?
  3. Briefly describe the lac operon and how it controls the metabolism of lactose.
  4. What is catabolite repression? How does it allow a bacterial cell to use glucose in preference to other sugars?

Level Up (Application, Analysis, Synthesis)

1. Predict for the following types of transcriptional control whether the protein produced by the regulator gene will be synthesized initially as an active repressor or as an inactive repressor.

    • Negative control in a repressible operon
    • Negative control in an inducible operon

2. Predict for the following types of transcriptional control whether the protein produced by the regulator gene will be synthesized initially as an active form or inactive form.

    • Positive control in a repressible operon
    • Positive control in an inducible operon

NOTE: The mechanism of prokaryotic regulation was deciphered with the use of bacterial mutants. (See Link to learning).

3. Predict the effect of mutations in the following elements on the transcription of an operon

    • Promoter
    • Mutation at the operator prevents the regulator protein from binding, if regulator protein is a repressor AND operon is repressible operon.
    • Mutation at the operator prevents the regulator protein from binding, if regulator protein is a repressor AND operon is inducible operon

4. Use genetic data (phenotypes of mutant strains) for a fictitious operon to determine

    • Type of operon (inducible, repressible)
    • Which sequences are the promoter sequences.
    • Which sequences correspond to regulatory gene.
    • Which sequences are the structural genes.

5. Identify the level of transcription of a lac operon under given cellular conditions

6. Predict the effect of mutations within the following elements on the transcription of the Lac operon under different conditions.

    • CAP (such that it can no longer bind the CAP site)
    • Operator sequences
    • Lac-I gene (repressor protein lac-I non-functional)
    • Promoter of lac-operon

7.1 Introduction

All cells in two pure bacterial cultures inoculated from the same starting colony contain the same DNA, with the exception of changes that arise from spontaneous mutations. How is it that the same bacterial cells within two pure cultures exposed to different environmental conditions can exhibit different phenotypes? Gene regulation is how a cell controls which genes, out of the many genes in its genome, are “turned on” (expressed).

For a cell to function properly, necessary proteins must be synthesized at the proper time. In a given cell type, not all genes encoded in the DNA are transcribed into RNA or translated into protein because specific cells in our body have specific functions. Specialized proteins that make up the eye (iris, lens, and cornea) are only expressed in the eye, whereas the specialized proteins in the heart (pacemaker cells, heart muscle, and valves) are only expressed in the heart.

The process of turning on a gene to produce RNA and protein is called gene expression. Whether in a simple unicellular organism or a complex multi-cellular organism, each cell controls when and how its genes are expressed.

In this chapter, we consider systems of gene regulation in bacteria which provide the basic framework to understand how eukaryotic gene regulation occurs. Before we do let’s look at examples of why understanding the regulation of gene expression in bacteria is relevant

Clinical and Biological Relevance

It is becoming increasingly clear bacterial cells live in communities, interacting with other cells of their own species and of different species. They also exhibit community behaviors such as coordinated expression of genes within cells! For example, a type of community behavior is Quorum Sensing.

Here bacteria ‘count’ the presence of others and when there is an appropriate cell density reached (quorum!) they turn on the synthesis of genes together. This behavior is medically important. For example, some microbial species, such as Staphylococcus aureus, can encase their community within a self-produced matrix of hydrated extracellular polymeric substances that include polysaccharides, proteins, nucleic acids, and lipid molecules. These encasements are known as biofilms. Organisms within the biofilm are more than 1000-fold more resistant to antibiotics and more able to evade the host immune response than are free-living bacteria. Patients implanted with prosthetic devices, including simple bladder catheters, are especially at risk for biofilm formation.

WATCH LECTURE VIDEO: Regulation of Transcription- Why it Matters

7.2 Gene Regulation in Prokaryotes

Operons

Bacterial genes with related functions—such as the genes that encode the enzymes that catalyze the many steps in a single biochemical pathway— are regulated together and found next to each other on the DNA. This cluster of genes shares ONE promoter and a regulatory sequence (explained below) that controls the transcription of the unit.

The organization of genes in this manner is called an OPERON. 

Transcription of the OPERON forms a polycistronic mRNA (Figure 7.2) – one mRNA that contains the information to make multiple proteins.

The promoter has simultaneous control over the regulation of the transcription of these structural genes because they will either all be needed at the same time, or none will be needed.

Grouping related genes under a common control mechanism allows bacteria to rapidly adapt to changes in the environment. Thus genes can either be turned “on” (with transcription occurring at a relatively high rate) or “off” (transcription occurs at a very low rate) based on the needs of the bacterial cell.

Other genes in prokaryotic cells are needed all the time. These gene products will be constitutively expressed or turned on continually. Most constitutively expressed genes are “housekeeping” genes responsible for the overall maintenance of a cell.

The organization of an operon is illustrated below in Figure 7.2

 

 

Figure 7.2 Schematic Representation of an Operon. In prokaryotes, structural genes of related functions are often organized together on the genome and transcribed together under the control of a single promoter. The operon’s regulatory region includes both the promoter and the operator. If a repressor binds to the operator, then the structural genes will not be transcribed. Alternatively, activators may bind to the regulatory region, enhancing transcription. Figure from: Parker, N., et. al. (2019) Microbiology. Openstax

How does one mRNA transcript code for multiple proteins?

Just like DNA replication and transcription have different start and stop signals, translation also has its own start and stop signals.

DNA replication starts at origins (this is on DNA), transcription starts at the Transcription Start Site and translation begins on mRNA. The coding information for protein is buried within the mRNA.

Just like DNA has extra sequences like the promoter that enable the RNA polymerase to bind and signal where mRNA transcription begins, the mRNA has at its 5′ end a leader sequence (the untranslated region on the 5′ end) that includes a ribosome binding site.

Translation of the protein begins at the translational START Codon (we will revisit this when we learn about translation in upcoming modules) and ends at the translation STOP codon. The region between the start and stop is the open reading frame.

Thus a polycistronic transcript carries multiple open reading frames representing different proteins.  Each begins with a translation initiation codon and ends with a stop codon.

A more accurate representation of an operon is shown below.

Components of an Operon

The genes that encode enzymes used in metabolism/ biosynthesis/ or that play a structural role in the cell are called STRUCTURAL GENES

Upstream of these genes are DNA sequences that influence their own transcription; these are located in a region called the regulatory region.

The regulatory region includes the promoter and the region surrounding the promoter, to which transcription factors can bind.

These transcription factors can be Repressors (turn off or prevent transcription of operons) or Activators (stimulate transcription)

A repressor is a transcription factor that suppresses the transcription of a gene in response to an external stimulus by binding to a DNA sequence within the regulatory region called the operator, which is located between the RNA polymerase binding site of the promoter and the transcriptional start site of the first structural gene. Repressor binding physically blocks RNA polymerase from transcribing structural genes.

Conversely, an activator is a transcription factor that increases the transcription of a gene in response to an external stimulus by facilitating RNA polymerase binding to the promoter.

An inducer, the third type of regulatory molecule, is a small molecule that either activates or represses transcription by interacting with a repressor or an activator.

Co-repressor is another term used for small molecules that interact with the repressor protein and assist in its function or ‘activate’ it.

Check your understanding

cis- and trans regulators

Another term for DNA sequences that regulate transcription is cis-elements because they must be located on the same piece of DNA as the genes they regulate. Binding sites for proteins involved in transcriptional regulation of the operon-  promoters, operators, and activator binding sites are called cis-elements

On the other hand, the proteins that bind to these cis-elements are called trans-regulators because (as diffusible molecules) they do not necessarily need to be encoded on the same piece of DNA as the genes they regulate.

Cis and trans-acting elements are concepts that will be relevant when predicting the effect of mutations.  See the Link to Learning.

Inducible and Repressible Systems

Recall that regulation of gene expression or operons occurs in response to the small effector molecules that serve as signals indicating the need for a specific metabolic activity in a cell.  Different effectors function in two contrasting ways.

Therefore operons can be

Inducible Systems: Where transcription is off in the absence of a signal (the default state) but is then induced (turned on) in response to the presence of the metabolite or signal. Here the presence of the effector molecule indicates the need for increased metabolic activity. More generally inducible systems often code for enzymes that break down nutrients.

Repressible Systems: Where transcription is on (mRNA made, proteins made) in the absence of signal (default state); but the presence of the signal turns off the operon. Here the presence of the metabolite or signal (effector) molecule in the cell signals that a specific metabolic activity is no longer needed. Repressible systems in general often code for enzymes that synthesize small molecule building blocks, such as amino acids.

For example, enzymes that participate in making Histidine.  If there is enough histidine in the cell then there is no need to make enzymes. Thus the presence of histidine a His-Operon will be turned off.

Important Note

When thinking about operon regulation it is important to be clear about what we mean by “default” or “normal” state. This is the transcription state of the operon in the absence of the signal. This then lets you know what the change is when the signal appears in the cell (From ON to OFF? Repressible, From OFF to ON? Inducible)

Regulatory Protein Roles

How the operons can be induced or repressed is based on the type of regulatory protein it uses to toggle back and forth.

 Negative control: The regulatory protein used is a repressor. The repressor protein binds to sequences on the promoter and inhibits transcription.  Thus the operon will be OFF when the repressor protein is present or active and bound to DNA, and removal of repressor or inactivation turns transcription ON. Since the control mechanism involves inactivation it is negative control.

Positive control: The genes within the operon are expressed only when an activator is present. The activator protein binds to DNA and stimulates transcription.

Types of Operons and Controls

Given the two types of operons and two ways of controlling operons, there are four categories of operons possible. Note only three types are seen in bacteria.

Inducible Operons with Negative Regulation, Inducible Operons with Positive Regulation, Repressible Operons with Negative Regulation. The fourth type conceptually could be a Repressible Operons with Positive Regulation but not seen in nature.

Take a look at the solved problem below to put together the pieces of the logic of controlling these operons.

SOLVED PROBLEM:

Let’s take the basic parts and see if we can build the logic of gene regulatory circuitry.

Let’s say we have a NEGATIVE INDUCIBLE OPERON.

Inducible = the operon is normally OFF (inhibited) = no genes are expressed.

Negative Control = Repressor protein is used to control the expression of genes within this operon.

How it would work: 
Operon normally off because repressor protein is bound to the operator preventing RNA polymerase from binding.

A small molecule called an inducer accumulates and binds to the repressor protein. The binding of the inducer alters the shape of the repressor, preventing it from binding to DNA and thus turning ON (inducing transcription)!  The repressor is inactivated.

Concepts in Context

WATCH:

Bonnie Bassler discovered that bacteria “talk” to each other, using a chemical language that lets them coordinate defense and mount attacks. The find has stunning implications for medicine, industry — and our understanding of ourselves.

COMPLETE: Don’t forget to complete the associated assignment on CANVAS

Check your understanding

Use this quiz to check your understanding and decide whether to (1) study the previous section further or (2) move on to the next section. Click on the link here: https://assessments.lumenlearning.co…sessments/6905Figure out the logic of control for Positive Inducible, Negative Repressible, and Positive Repressible operons.

7.3 The lac Operon- An example of regulation of bacterial gene expression

One of the best-understood examples of gene regulation is the lac operon of Escherichia coli, which is often used as a model system in genetics and has real, practical applications in molecular biology.

The lac operon contains three enzyme-coding structural genes and regulatory elements. The enzymes work together to allow E. coli to digest the disaccharide lactose, and the regulatory elements control the transcription of these enzymes

The preferred carbon and energy source for E. coli is glucose, but E. coli will metabolize lactose if no glucose is present in the growth medium. (Figure 7.3)

 

 

 

Figure 7.3. Reaction Controlled by the Expression of the Lac Operon. (A) The expression of the β-galactosidase enzyme enables the breakdown of lactose into simple sugars, glucose, and galactose for E. coli to use as a food resource. Figure modified from Andreas Piehler,.

Terminology Alert

Operons are named based on the metabolite or signal they respond to or sense.  For example, the Lac operon synthesizes enzymes that will break down Lactose, and the operon responds to the presence or absence of lactose. Tryptophan (Trp) operon contains enzymes that are involved in the biosynthesis of Trp. The operon responds to cellular levels or availability of Trp.

 

Let’s take a closer look at the structure of the lac operon and the function of the Y, Z, and A proteins (See Figure 7.4 A).

 

Figure 7.4  (A) Schematic representation of the lac operon in E. coli. The lac operon has three structural genes, lacZ, lacY, and lacA that encode for β-galactosidase, permease, and galactoside acetyltransferase, respectively. The promoter (p) and operator (o) sequences that control the expression of the operon are shown. Upstream of the lac operon is the lac repressor gene, lacI, controlled by the lacI promoter (p). (B) Shows the lac repressor inhibition of the lac operon gene expression in the absence of lactose. The lac repressor binds with the operator sequence of the operon and prevents the RNA polymerase enzyme which is bound to the promoter (p) from initiating transcription. (C) In the presence of lactose, some of the lactose is converted into allolactose, which binds and inhibits the activity of the lac repressor. The lac repressor-allolactose complex cannot bind with the operator region of the operon, freeing the RNA polymerase and causing the initiation of transcription. Expression of the lac operon genes enables the breakdown and utilization of lactose as a food source within the organism. Figure modified from: Esmaeili, A., et. al. (2015) BMC Bioinformatics 16:311

Structural Genes

The lacZ gene encodes β-galactosidase, the enzyme that breaks lactose (a disaccharide) into galactose and glucose. (Figure 7.3)

The lacY gene encodes lactose permease, a membrane protein that facilitates lactose entry into the cells.

The role of the lacA gene (a transacetylase) in lactose energy metabolism is not well understood.

Regulatory Elements

The I gene to the left of the lac Z gene is the coding sequence for the repressor protein.

The operator  (O) sequence separating the I and Z genes is a transcription regulatory DNA sequence.

Promoter (P) sequence. Recall this is where RNApol must bind to begin mRNA transcription

The beauty of the operon system lies in the fact that it ensures that the structural genes only get transcribed under specific environmental conditions.

In the case of Lac operon 2 conditions must be met in order for the lac-operon to be expressed

1) Glucose must be absent AND 2)  lactose must be present.

Thus the bacteria must have a lactose sensor and glucose sensor to determine when conditions are appropriate to begin transcribing the lac operon.  We will begin with how lactose is sensed and used first.

7.3.1 Negative Regulation of the Lac Operon by Lactose

The regulatory protein known as the lactose operon repressor or Lac-I is the built-in lactose sensor!

Lac l is always made and present in E. coli cells! Thus, in the absence of lactose in the growth medium, the repressor protein binds tightly to the operator DNA.

Since the operator partially overlaps with the promoter, the presence of LacI blocks RNA polymerase from accessing the promoter and hence blocks transcription. Under these conditions, little or no transcript is made. (Figure 7.4 B)

Let’s look more closely at how the repressor prevents RNA polymerase from binding to the promoter. When RNA polymerase binds to the promoter, it physically contacts a stretch of DNA that extends upstream to roughly position −40 relative to the start site of transcription (recall that the sigma factor contacts the −35 and −10 sequences) and downstream to roughly position +20.

Meanwhile, the stretch of DNA contacted by the repressor, the operator, overlaps with the downstream region of the promoter, covering the transcription start site and extending past the end of the promoter (Figure 7.5). Thus, when the repressor binds to the operator, it physically occludes RNA polymerase.

LacI is therefore a classic example of negative regulation in which the binding of a regulatory protein to an operon decreases transcription.


Figure 7.5 Binding of the repressor to the operator occludes RNA polymerase. Shown are the DNA binding sites for RNA polymerase, the repressor, and CAP, which is introduced below. Image from : https://www.labxchange.org/library/items/lb:LabXchange:a17ca615:html:1. The content within the pages is from https://projects.iq.harvard.edu/lifesciences1abookv1


3.JPG

How does the lac operon escape repression to turn on the synthesis of β-galactosidase when lactose is present in the growth medium instead of glucose?

Here lactose itself serves as the inducer!  If cells are grown in the presence of lactose, some of the lactose entering the cells is converted to allolactose. (conversion to allolactose occurs by β-galactosidase!)

Allolactose binds to the repressor sitting on the operator DNA removing its ability to bind to the operator region. RNA polymerase can transcribe the lac operon genes as illustrated in Figure 7.4 C and image below.

 

5.JPG

WATCH Lecture Video: Lac-Operon -Negative Regulation

7.3.2 Positive Regulation of the Lac Operon; Induction by Catabolite Activation

Bacteria typically have the ability to use a variety of substrates as carbon sources. However, because glucose is usually preferable to other substrates, bacteria have mechanisms to ensure that alternative substrates are only used when glucose has been depleted.

Recall that 2 conditions must be met in order for the lac-operon to be expressed.

1) Glucose must be absent AND 2)  lactose must be present.

How does the bacterial cell sense the availability of glucose?

Here lac operon uses positive regulation with the help of an activator called CAP (cAMP-bound catabolite activator protein or cAMP receptor protein) that increases transcription.

CAP binds to a site (CAP Binding Site) just upstream of the promoter such that both CAP and RNA polymerase can sit side-by-side on the DNA. This is in contrast to the repressor, whose binding site overlaps with the binding site for RNA polymerase. 

Why does RNA polymerase require the assistance of CAP to bind to the promoter in the presence of an inducer?

If the inducer is present, then, as we have seen, the LacI repressor is not bound to the operator and hence RNA polymerase should be able to bind to the promoter and initiate transcription.

The answer is that the lac promoter is a poor match to the −35 and −10 consensus sequences. As you will recall, the ideal −35 and −10 sequences are 5’-TTGACA-3’ and 5’-TATAAT-3’, respectively. The promoter for the lac operon differs from these ideal sequences at three positions.

Hence, the lac promoter is an intrinsically weak promoter to which RNA polymerase only weakly binds.

This is the basis for positive control; an activator compensates for the promoter’s poor match to the consensus sequence by helping to facilitate the binding of RNA polymerase.

How does CAP facilitate the binding of RNA polymerase? It does so by directly contacting the RNA polymerase, and the favorable free energy from this protein-protein interaction helps to stabilize the binding of RNA polymerase to the otherwise weak promoter. Situations such as these in which an activator stabilizes the binding of RNA polymerase to DNA are often referred to as recruiting RNA polymerase.

Just as the affinity of the Lac-I repressor for DNA is governed by a small molecule, the inducer allolactose, the ability of CAP to adhere to its binding site is strongly influenced by a small molecule, 3’,5’-cyclic adenosine monophosphate (cyclic-AMP- cAMP)

When glucose is available, cellular levels of cAMP are low in the cells and CAP is in an inactive conformation. When glucose is scarce, the accumulating cAMP binds to catabolite activator protein (CAP). The complex binds to the promoter region of the lac operon.  The binding of the CAP-cAMP complex to this site increases the binding ability of RNA polymerase to the promoter region to initiate the transcription of the structural genes.

Thus, in the case of the lac operon, for transcription to occur, lactose must be present (removing the lac repressor protein) and glucose levels must be depleted (allowing binding of an activating protein). The result is the synthesis of higher levels of lac enzymes that facilitate efficient cellular use of lactose as an alternative to glucose as an energy source.

Maximal activation of the lac operon in high lactose and low glucose is shown below.

6.JPG

When glucose levels are high, there is catabolite repression of operons encoding enzymes for the metabolism of alternative substrates. Because of low cAMP levels under these conditions, there is an insufficient amount of the CAP-cAMP complex to activate transcription of these operons.

Did You Get It?

Let’s look at some of the classic experiments that led to our understanding of E. coli gene regulation in general, and of the lac operon in particular.

LINK TO LEARNING: How we know

LO: Predict the effect of mutations in the following elements on the transcription of an operon.

In molecular biology, one of the most common methods for figuring out a gene’s function is to mutate it and measure the resulting effects on its organism’s phenotype.

François Jacob and Jacques Monod first described the “operon model” for the genetic control of lactose metabolism in E. coli in 1961. Jacob and Monod deduced the structure of the operon genetically by analyzing the interactions of mutations that interfered with the normal regulation of lactose metabolism.

They knew that wild-type E. coli would not make the 𝛽-galactosidase, 𝛽-galactoside permease, or 𝛽-galactoside transacetylase proteins when grown on glucose.

Of course, they also knew that the cells would switch to lactose for growth and reproduction if they were deprived of glucose! They then searched for and isolated different E. coli mutants that could not grow on lactose, even when there was no glucose in the growth medium.

Jacob and Monod deduced the structure and various regulatory elements using genetics.

You already know how the regulation of the lac operon occurs and therefore should be able to predict the effect of mutations on various components of the lac operon.

GO TO: http://www.dnaftb.org/33/index.html

Follow the tabs: Concept, Animation, and Problem.

Crucial to the experiments described in the video was the creation of partial diploid strains of E.coli, in which 2 copies of the operon were present: one on the chromosome and one on a plasmid.

These partially diploid prokaryotes are merodiploids (“mero-” comes from the Greek word for “part”, or “partial”). Merodiploids can be produced in a lab setting,

Merodiploids of E. coli is a fantastic research tool. They allow us to examine how wild-type and mutated alleles interact within a living organism. Genetic tests using such diploids distinguished between mutations in the genes coding for trans-acting elements or within the regulatory sequences.

Some terms:

UN-INDUCIBLE mutants: Mutations in the regulatory circuit that abolish expression of the operon

CONSTITUTIVE mutants: A mutant in which a protein is produced at a constant level, as if continuously induced; a bacterial regulatory mutant in which an operon is transcribed in the absence of an inducer; a mutant in which a regulated enzyme is in a continuously active form.

For example, Mutations in the Lac I gene (that codes for the repressor) and the Operator sequences would be constitutive.

The partial diploid strains would be useful in distinguishing between the options.

Cis-acting mutations: Only affect those genes on the contiguous stretch of DNA. Mutations in promoter sequences, and regulatory sequences (operator) were identified as cis-acting mutations.

Cis-dominant: A site or mutation that affects the properties of its own molecule of DNA, often indicating that it does not encode a diffusible product.

Transacting mutations: Repressors and activators are trans-acting; that is, they affect the expression of their regulated genes no matter on which DNA molecule in the cell these are located.

For Practice Problems

You will be looking at a variety of mutations that can occur in lac operon genes and discussing the effects of those mutations on E. coli. To do this, we’ll be using the following symbols to represent the individual components of the lac operon:

I P O Z Y A

Since the function of lac A is not well defined, we’ll be leaving it out of this model more often than not.

When all the sequences are, the lac operon functions normally. We’ll represent this using the following notation

I+ P+ O+ Z+ Y+ A+

If a given gene is mutated, we’ll change the superscript above that gene. Listed below are the specific mutations

Null mutation: Denoted by X (where X can be any genetic element on the operon), DNA sequences with this mutation have completely lost their normal activity. In protein-coding genes, this means no protein is produced. In regulatory genes, this means that regular binding sites are non-functional

 Constitutive activity: Denoted by Oc, this mutation is specific to the operator region.  Constitutively active operator regions always block the binding of repressor protein to the operator region. This results in transcription of the operon whether or not lactose is present, because the repressor is unable to block RNApol from binding to the promoter.

When Merodiploids are used the following notation is used:

I+ P+ O+ Z+ Y+ A+ /I+ P+ O+ Z+ Y+ A+

In this notation, we show a chromosomal lac operon and the plasmid lac operon side by side. Again, we’ve included the lacA gene here for completeness but will be leaving it out of our exercises.

Because merodiploids have two copies of a given set of genes, mutations affect them differently. For example, if a single copy of a protein-coding gene is inactivated, the second copy may still continue to produce viable protein, effectively masking the mutation. Here is where ‘Trans-acting” and ‘Cis-acting” become relevant!

For extra practice:
Try this simulation (System requirements:  this requires JaVA but should operate on most computers)

Remember to:

  1. Watch the Lecture videos that cover the material above. This will help to clarify or reinforce certain concepts if they were unclear.
  2. Complete the associated Lecture Quick checks
  3. Begin work on Problem Set/Practice Problems

References and Attributions

This chapter contains material taken from the following CC-licensed content. Changes include rewording, removing paragraphs replacing them with original material, and combining material from the sources.

1. Bergtrom, Gerald, “Cell and Molecular Biology 4e: What We Know and How We Found Out” (2020). Cell and Molecular Biology 4e: What We Know and How We Found Out – All Versions. 13.
https://dc.uwm.edu/biosci_facbooks_bergtrom/13

2. Flatt, P.M. (2019) Biochemistry – Defining Life at the Molecular Level.  Published by Western Oregon University, Monmouth, OR (CC BY-NC-SA).  Available at: https://wou.edu/chemistry/courses/online-chemistry-textbooks/ch450-and-ch451-biochemistry-defining-life-at-the-molecular-level/?preview_id=4919&preview_nonce=cca8f0ce36&preview=true

3. Biology 2e. Provided by: OpenStax. Located at: http://cnx.org/contents/185cbf87-c72e-48f5-b51e-f14f21b5eabd@10.8. License: CC BY: Attribution. License Terms: Access for free at https://openstax.org/books/biology-2e/pages/1-introduction

4. Positive Regulation of the Lac Operon; Induction by Catabolite Activation modified from following.  License Terms: Access for free at https://www.labxchange.org/library/items/lb:LabXchange:f4fa7330:html:1

 

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