Week 6 HW: Genetic Circuits Part I

Assignment: DNA Assembly

Answer these questions about the protocol in this week’s lab

  1. What are some components in the Phusion High-Fidelity PCR Master Mix and what is their purpose? Phusion High-Fidelity PCR Master Mix is a pre-formulated reagent designed to streamline PCR setup while delivering accurate, high-yield amplification. It bundles all the core enzymatic and chemical components needed for PCR into a single 2X concentrated solution, so the only additions needed are primers, template, and water.

The central component is Phusion DNA Polymerase, a thermostable enzyme derived from a archaeal source and engineered for exceptional fidelity. Unlike standard Taq polymerase, Phusion carries a 3’ to 5’ exonuclease (proofreading) activity that corrects misincorporated nucleotides during synthesis, resulting in an error rate roughly 50 times lower than Taq. This is especially critical in this lab because any unintended mutations outside the chromophore region could compromise protein folding or color expression.

The mix also contains dNTPs (deoxyribonucleotide triphosphates), which are the four nucleotide building blocks (dATP, dCTP, dGTP, dTTP) that the polymerase incorporates to synthesize new DNA strands. These are provided at a balanced, optimized concentration to support efficient elongation without nucleotide imbalance artifacts.

A proprietary reaction buffer is included to maintain the optimal pH, ionic strength, and magnesium ion (Mg²⁺) concentration for polymerase activity. Magnesium is a required cofactor for DNA polymerase function, stabilizing the dNTP substrates and facilitating catalysis. The HF (High-Fidelity) buffer formulation is specifically tuned to support Phusion’s proofreading activity and enhance specificity.

Finally, the 2X concentration format means that when combined with equal volumes of the other reaction components, it dilutes to a precise 1X working concentration, simplifying pipetting and reducing the risk of setup errors during experiments like this one.

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  1. What are some factors that determine primer annealing temperature during PCR? The annealing temperature is one of the most critical parameters in PCR optimization, as it directly governs the specificity and efficiency of primer binding to the template strand. Setting it too high causes primers to fail binding altogether, while setting it too low allows nonspecific binding at unintended sites, producing spurious amplification products. In this lab, the backbone and insert fragments use different annealing temperatures (57°C and 53°C respectively) precisely because of the factors below.

GC Content

The ratio of guanine-cytosine pairs in the primer binding region is the single largest contributor to melting temperature (Tm). G-C base pairs form three hydrogen bonds compared to the two formed by A-T pairs, making them significantly more thermally stable. A primer with higher GC content will have a higher Tm and therefore tolerates a higher annealing temperature. The lab guidelines recommend 40-60% GC content in the binding region to keep Tm within the target range of 52-58°C.

Primer Length

Longer primers generally have higher Tm values because more cumulative base-stacking and hydrogen bonding interactions must be disrupted to dissociate the duplex. The binding region in this lab is designed to be 18-22 bp, which balances specificity with a manageable Tm. Notably, the 5’ overhang regions added for Gibson Assembly do not contribute meaningfully to the annealing temperature during PCR, since they remain single-stranded and unpaired during the initial cycles.

Salt and Buffer Conditions

The ionic environment of the reaction, particularly magnesium ion concentration, stabilizes the negatively charged phosphate backbone of DNA through electrostatic shielding. Higher Mg²⁺ concentrations raise the effective Tm of a primer-template duplex. Since the Phusion HF Master Mix provides a fixed, optimized buffer, this factor is largely controlled for in this experiment, but it becomes important when comparing Tm values calculated under different assumed salt conditions.

Nearest-Neighbor Interactions

The specific sequence context of a primer matters beyond just GC count. The stacking interactions between adjacent base pairs (nearest-neighbor thermodynamics) influence duplex stability in a sequence-dependent way. This is why modern Tm calculation tools like those in Benchling use nearest-neighbor models rather than simple GC percentage formulas, and why two primers with identical length and GC content can still have meaningfully different Tm values.

Primer-Template Mismatches

In this lab, the Color Forward primer intentionally introduces mismatches at the chromophore region to encode the color mutations. Mismatches destabilize the primer-template duplex and locally reduce the effective Tm. This is why the insert fragment uses a lower annealing temperature of 53°C compared to the backbone at 57°C, accommodating the reduced binding stability introduced by those deliberate mutations.

Practical Annealing Temperature Selection

The annealing temperature used in the thermocycler is typically set 2-5°C below the lower Tm of the two primers in a pair. This small offset ensures both primers can bind efficiently without sacrificing too much specificity. The lab guidelines also require that primer pairs be within 5°C of each other in Tm, so that both primers anneal productively within the same temperature window during each PCR cycle.

  1. There are two methods from this class that create linear fragments of DNA: PCR, and restriction enzyme digests. Compare and contrast these two methods, both in terms of protocol as well as when one may be preferable to use over the other. Both PCR and restriction enzyme (RE) digestion are foundational tools for generating linear DNA fragments in molecular cloning, and both are used to prepare inserts or backbones for downstream assembly. However, they operate through fundamentally different mechanisms, require different protocols, and each carries distinct advantages depending on the cloning context.

Mechanism PCR is a synthetic amplification method. A thermostable polymerase, guided by two flanking primers, repeatedly copies a target region of DNA through cycles of denaturation, annealing, and extension. The product is a defined linear fragment whose boundaries are set entirely by primer design. Crucially, the sequence of the fragment can be engineered at the primer level, meaning overhangs, mutations, or entirely new sequence elements can be introduced into the product without any modification to the template.

Restriction enzyme digestion is a purely enzymatic cutting method. Type II restriction enzymes recognize specific short palindromic sequences (typically 4-8 bp) and cleave both strands of the DNA at or near that recognition site. The result is a linear fragment whose endpoints are dictated by where those recognition sequences naturally occur in the template, not by any user-defined design. Depending on the enzyme, cuts may leave blunt ends or short single-stranded overhangs called sticky ends.

Protocol Comparison The PCR protocol, as seen in this lab, involves assembling a reaction containing template DNA, two primers, a polymerase master mix, and water, then running the mixture through a thermocycler program of repeated thermal cycles. The process takes roughly 90 minutes for the cycling alone, followed by DpnI digestion to remove methylated template, and a cleanup step to purify the amplified product. The protocol is highly flexible because primer sequences can be designed to amplify virtually any region and introduce any desired sequence modification at the fragment ends.

Restriction enzyme digestion is comparatively simpler in setup. The target plasmid or DNA is incubated with one or more restriction enzymes in a compatible buffer, typically at 37°C for 1-2 hours, then heat-inactivated or immediately purified. When two enzymes are used simultaneously (double digest), the result is a backbone and an insert with compatible sticky ends that can be directionally ligated together. The protocol requires no thermocycler and fewer reagents, but the fragment boundaries are fixed by the native sequence of the DNA.

Both methods require a downstream purification step, either a PCR cleanup column or a gel extraction, to isolate the desired fragment from the reaction mixture before assembly or ligation.

When to prefer PCR PCR is the clear choice when the goal involves introducing new sequence at the fragment boundaries, which is exactly the strategy used in this lab. The Color Forward primer carries intentional mismatches that encode the chromophore mutations, and the Gibson Assembly overhangs are built directly into the primer sequences. None of this would be possible with restriction digestion alone. PCR is also preferred when the target region does not contain conveniently placed restriction sites, when the template is available in very small quantities (PCR amplifies from nanogram amounts), or when multiple color variants need to be generated in parallel from the same template by simply swapping out the mutagenic primer.

When to prefer Restriction Enzyme Digestion Restriction digestion is preferable when working with well-characterized plasmid systems that already have a defined multiple cloning site (MCS) with mapped restriction sites flanking the insert. In these cases, digestion followed by ligation is faster, cheaper, and requires no primer design. Sticky-end ligation is also highly efficient when compatible overhangs are generated, and directional cloning is straightforward when two different enzymes are used to create non-compatible ends. Restriction digestion is also more reliable for very large fragments, since PCR efficiency drops significantly for amplicons above roughly 5-10 kb, whereas a restriction enzyme cuts regardless of fragment size.

  1. How can you ensure that the DNA sequences that you have digested and PCR-ed will be appropriate for Gibson cloning? Gibson Assembly is an overlap-dependent method, meaning its success hinges entirely on whether adjacent fragments share the correct complementary sequence at their junctions. Ensuring that your digested or PCR-amplified fragments are compatible with Gibson cloning requires verification at multiple levels, from design through to post-amplification confirmation.

Overlap Design and Sequence Verification The most fundamental requirement is that neighboring fragments share 20-40 bp of identical sequence at their junctions. For PCR-generated fragments, this overlap is engineered directly into the primer overhangs. In this lab, the Backbone Reverse primer and the Color Forward primer are designed so that their 5’ overhang sequences are reverse complements of each other, creating the overlap zone that the exonuclease will expose and anneal during assembly. Similarly, the Backbone Forward and Color Reverse primers define the other junction.

Before any wet lab work begins, the designed primer sequences should be verified computationally in Benchling or a similar platform. This means mapping each primer onto the mUAV plasmid sequence and confirming that the overhang of one primer is indeed the reverse complement of the overhang of its paired primer at the junction. A mismatch here, even of a single base, can cause assembly failure or introduce an unintended mutation at the junction site.

For restriction enzyme generated fragments, the same principle applies but the overlap is created differently. The restriction sites must be positioned such that after digestion, the resulting sticky ends or blunt ends are compatible with the vector ends. If blunt-end ligation into a Gibson context is intended, the cut sites must be placed precisely at the boundary of the desired overlap region.

Fragment Size Confirmation by Gel Electrophoresis After PCR or digestion, running the products on an agarose gel is the primary experimental method to confirm that the correct fragments were generated. As described in the protocol, 3 uL of each PCR product is mixed with loading dye and run alongside a DNA ladder at 100V for 15 minutes. The band size observed on the gel should match the predicted fragment size calculated in Benchling.

For the backbone fragment, the expected size encompasses the origin of replication, chloramphenicol resistance gene, promoter, and RBS. For the color insert fragment, the expected size covers the 24 bp upstream of the chromophore through to beyond the transcription terminator. If a band appears at the wrong size, it indicates nonspecific amplification, primer dimers, or an error in primer binding location, all of which would produce incorrect overlaps and cause Gibson Assembly to fail.

DNA Concentration and Purity Gibson Assembly is sensitive to the quality and quantity of input DNA. After purification using the Zymo Clean and Concentrator column, the concentration of each fragment should be measured by Nanodrop or Qubit. The protocol specifies a minimum of roughly 30 ng/uL as an acceptable threshold. Beyond concentration, the Nanodrop 260/280 ratio should be close to 1.8 for pure DNA, and the 260/230 ratio should be above 1.7. Values significantly below these thresholds indicate contamination with protein, phenol, or salts from the cleanup buffers, all of which can inhibit the exonuclease, polymerase, or ligase enzymes in the Gibson Master Mix.

The molar ratio of insert to vector also matters directly for assembly efficiency. The protocol recommends a 2:1 insert to backbone molar ratio, and the concentration measurements from Nanodrop feed directly into the Gibson Assembly calculations in Appendix 1 to determine the correct volumes of each fragment to add.

DpnI Digestion to Remove Template Contamination A subtler but important verification concern is template carryover. If the original methylated mUAV plasmid is not fully eliminated before Gibson Assembly, it will be introduced into the transformation alongside the assembled product and generate background colonies that express the original purple color rather than the intended mutant. DpnI digestion after PCR selectively destroys the methylated parental template while leaving the unmethylated PCR products intact, ensuring that the only DNA entering the Gibson reaction is the correctly amplified and mutated fragment.

Secondary Structure and Primer Quality Checks Finally, the primer sequences themselves should be screened for secondary structures using tools like Benchling or NUPack before ordering. Hairpins or primer dimers with a Gibbs free energy below -10 kcal/mol can prevent primers from binding efficiently to the template, resulting in low yield or failed amplification. If the primers do not perform well in PCR, the resulting fragments will either be absent or present at insufficient concentration for Gibson Assembly, regardless of how well the overlap sequences were designed.

  1. How does the plasmid DNA enter the E. coli cells during transformation? Plasmid DNA entry into E. coli during transformation is not a spontaneous process. Under normal physiological conditions, the bacterial cell envelope is an effective barrier against the uptake of naked DNA. Transformation protocols work by artificially destabilizing this barrier to create a transient window during which DNA can cross into the cell.

The Cell Envelope as a Barrier E. coli is a gram-negative bacterium, meaning its cell envelope consists of three layers: an inner phospholipid bilayer (plasma membrane), a thin peptidoglycan cell wall, and an outer membrane containing lipopolysaccharide. Plasmid DNA is a large, negatively charged molecule, and the phospholipid membranes are also negatively charged at their surfaces. This electrostatic repulsion, combined with the physical impermeability of the lipid bilayers, makes spontaneous DNA uptake essentially impossible without intervention.

Making Cells Competent Before transformation, E. coli cells must be made competent, meaning chemically treated to become capable of taking up DNA. In the chemical competence method used in this lab, cells are treated with divalent cations, most commonly calcium ions (Ca²⁺) from calcium chloride. These positively charged ions neutralize the negative charges on both the DNA phosphate backbone and the outer membrane surface, reducing the electrostatic repulsion between them and allowing DNA to associate loosely with the cell surface. This calcium treatment also destabilizes the outer membrane to some degree, making it more permeable.

Heat Shock and DNA Entry The actual entry of DNA is triggered by the heat shock step, where cells are transferred from ice to 42°C for exactly 45 seconds and then returned immediately to ice. The precise mechanism is not fully understood at the molecular level, but the leading model involves the following sequence of events.

The sudden temperature increase causes the lipid bilayer to undergo a rapid phase transition, shifting from a more ordered gel-like state on ice to a fluid disordered state at 42°C. This thermal disruption creates transient pores or discontinuities in the membrane through which DNA can pass. The calcium ions bound to the DNA and the membrane surface facilitate this passage by bridging the two negatively charged entities together at the membrane interface. The abrupt return to ice then rapidly re-solidifies the membrane, trapping whatever DNA has entered inside the cell before it can diffuse back out.

It is important to note that DNA entry at this stage is passive and driven by diffusion down a concentration gradient from the relatively DNA-rich extracellular solution into the DNA-free interior of the cell. This is why the 30-minute ice incubation before heat shock matters, as it allows the DNA to associate with and concentrate at the cell surface before the membrane is transiently opened.

Recovery and Plasmid Establishment After heat shock, 200-500 uL of SOC media is added and the cells are incubated at 37°C for 60 minutes in a shaking incubator. This recovery period serves several purposes. The rich nutrient medium allows cells that experienced membrane stress during heat shock to repair their membranes and resume normal metabolic activity. More critically, it gives the cells time to begin transcribing and translating the chloramphenicol resistance gene encoded on the plasmid, so that by the time cells are plated on chloramphenicol-containing agar, enough resistance protein has accumulated to protect the cell from the antibiotic. Without this recovery window, even successfully transformed cells might die before expressing sufficient resistance.

What Happens to Cells That Do Not Take Up DNA The vast majority of cells in any transformation reaction do not take up a plasmid. When plated on selective chloramphenicol agar, these cells cannot synthesize the resistance enzyme and are killed by the antibiotic. Only cells that successfully received and are actively expressing the plasmid survive and form visible colonies, which is the basis of the selection strategy described in the protocol. The color expressed by surviving colonies then directly reports which chromophore variant was successfully assembled and transformed.

  1. Describe another assembly method in detail (such as Golden Gate Assembly)
    1. Explain the other method in 5 - 7 sentences plus diagrams (either handmade or online).
    2. Model this assembly method with Benchling or Asimov Kernel!

Golden Gate Assembly is an elegant one-pot cloning strategy that leverages Type IIS restriction enzymes to generate customizable sticky ends, allowing multiple DNA fragments to be assembled simultaneously in a defined order. Here is a detailed breakdown of how it works, followed by guidance on modeling it in Benchling.

How Golden Gate Assembly Works The Core Mechanism Golden Gate Assembly relies on Type IIS restriction enzymes, most commonly BsaI or BsmBI. What makes these enzymes special is that they cut outside their recognition sequence, at a defined offset of 1-4 bp downstream. This means the recognition sequence itself is removed after cutting, and the resulting 4 bp sticky ends are entirely user-defined based on the sequence context surrounding the cut site. Because the recognition site is eliminated from the final product, the enzyme cannot re-cut the assembled construct, which drives the reaction toward complete ligation.

The assembly reaction is run as a thermocyclic protocol that alternates between the restriction enzyme’s optimal temperature (typically 37°C for BsaI) and the ligase’s optimal temperature (16°C), repeated for 25-30 cycles. During restriction cycles, fragments are cut to expose their unique sticky ends. During ligation cycles, T4 DNA ligase seals compatible overhangs together. Because each junction has a unique 4 bp overhang, fragments can only assemble in one defined order and orientation, making the assembly both scarless and directional.

Overhang Design is Everything The specificity of Golden Gate Assembly depends entirely on the uniqueness of each 4 bp overhang at every junction. If two junctions share the same overhang sequence, fragments will ligate in the wrong order or at the wrong position. Modern Golden Gate design tools and lookup tables have been developed to identify sets of 4 bp overhangs with minimal cross-ligation, maximizing assembly fidelity especially when assembling many fragments simultaneously.

Diagram of the Mechanism

Fragment A                        Fragment B
5'--[BsaI site]--NNNN↓----3'    5'----↑NNNN--[BsaI site]--3'
3'--[BsaI site]--↑NNNN----5'    3'----NNNN↓--[BsaI site]--5'

After BsaI cuts (removes recognition site):

Fragment A exposed end:          Fragment B exposed end:
5'----NNNN    3'                 5'    NNNN----3'
3'        NNNN----5'             3'----NNNN    5'
         ↑                              ↑
    4 bp overhang               Complementary 4 bp overhang

After T4 Ligase seals the nick:

5'----NNNN|NNNN----3'   (scarless junction, no recognition site remains)
3'----NNNN|NNNN----5'

Modeling in Benchling To model a Golden Gate Assembly in Benchling, the following steps apply:

  1. Import or build your sequences. Import the mUAV plasmid (MG252981.1) as a reference, then create new sequence entries for each fragment you want to assemble, such as a promoter fragment, a coding sequence fragment, and a terminator fragment.
  2. Add BsaI recognition sites to your fragment sequences. In Benchling’s sequence editor, annotate or manually add BsaI sites (GGTCTC) flanking each insert, oriented so that the cut falls at the desired junction. The 4 bp immediately downstream of the cut site on each fragment becomes your overhang, so design these carefully to be unique at each junction.
  3. Use the Assembly Wizard. In Benchling, navigate to Cloning > Assembly and select Golden Gate as the assembly type. Add your vector and insert fragments, and Benchling will automatically identify BsaI cut sites, predict the resulting overhangs, and show you the assembled product map.
  4. Verify the assembled construct. Benchling will display the final circular plasmid with all junctions annotated. Confirm that each junction is scarless, that all BsaI sites have been removed from the final product, and that the reading frame of your gene of interest is preserved across every junction.
  5. Check for internal BsaI sites. A critical step is searching your insert sequences for any internal BsaI recognition sites. If a fragment contains an internal site, BsaI will cut there during the reaction and destroy the fragment. These sites must be silently mutated out before proceeding.

Golden Gate Assembly is particularly powerful when assembling many fragments at once in a defined order, such as building a multi-part genetic circuit with promoter, RBS, coding sequence, and terminator all in one reaction. Its scarless, directional, and highly scalable nature makes it a preferred method in synthetic biology workflows, and its compatibility with Benchling’s assembly tools makes design and verification straightforward.

References A user’s guide to Golden Gate cloning methods and standards Bird JE, Marles-Wright J, Giachino A. ACS Synthetic Biology, 2022.

Enabling one-pot Golden Gate assemblies of unprecedented complexity using data-optimized assembly design Pryor JM, Potapov V, Kucera RB, et al. PLoS ONE, 2020.

Mobius Assembly: A versatile Golden-Gate framework towards universal DNA assembly Andreou AI, Nakayama N. PLoS ONE, 2018.

Enhanced Golden Gate Assembly: evaluating overhang strength for improved ligation efficiency Strzelecki P, Joly N, Hébraud P, et al. Nucleic Acids Research, 2024

Assignment: Asimov Kernel

  • Create a Repository for your work
  • Create a blank Notebook entry to document the homework and save it to that Repository
  • Explore the devices in the Bacterial Demos Repo to understand how the parts work together by running the Simulator on various examples, following the instructions for the simulator found in the “Info” panel (click the “i” icon on the right to open the Info panel)
  • Create a blank Construct and save it to your Repository
  • Recreate the Repressilator in that empty Construct by using parts from the Characterized Bacterial Parts repository
  • Search the parts using the Search function in the right menu
  • Drag and drop the parts into the Construct
  • Confirm it works as expected by running the Simulator (“play” button) and compare your results with the Repressilator Construct found in the Bacterial Demos repository
  • Document all of this work in your Notebook entry - you can copy the glyph image and the simulator graphs, and paste them into your Notebook
  • Build three of your own Constructs using the parts in the Characterized Bacterials Parts Repo
  • Explain in the Notebook Entry how you think each of the Constructs should function
  • Run the simulator and share your results in the Notebook Entry
  • If the results don’t match your expectations, speculate on why and see if you can adjust the simulator settings to get the expected outcome