Week 1 HW: Principles and Practices

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Class Assignment

Question 1: Biological Engineering Application

First, describe a biological engineering application or tool you want to develop and why.

Coral Reefs are the Rainforests of the Sea

Coral reefs cover roughly 284,300 km² of the ocean — an area larger than the United Kingdom — and are the only living structures visible from space. Named the “rainforests of the sea,” they support nearly a quarter of all marine life, encompassing more than 830,000 multicellular species, despite occupying less than one percent of the ocean’s surface. Their importance extends far beyond marine ecosystems: coral reefs contribute an estimated $11 trillion annually to the global economy and sustain the livelihoods of around one billion people, making their health tightly linked to that of the planet as a whole.

Threats to Coral Reefs

Despite this wealth of ecological and economic value, coral reefs are in rapid decline. Approximately 50% of global coral reef cover has been lost since the 1950s, and ongoing anthropogenic pressures —particularly rising CO₂ emissions and ocean warming —threaten the extinction of most corals by 2070. Among the most devastating consequences of these stressors is coral bleaching. Since the late 20th century, reefs have experienced four mass bleaching events, each more severe than the last, highlighting severity of this issue.

The Microbial Hypothesis of Bleaching

A stable microbiome is critical for coral health, but it is highly sensitive to environmental change. The microbial hypothesis of coral bleaching proposes that warming oceans drive a dysbiosis in the coral microbiome, shifting it toward opportunistic and pathogenic communities that increase susceptibility to disease. While elevated temperatures and microbiome shifts are strongly correlated with coral disease, disease emergence ultimately depends on the disease triad, which include a causative agent. Members of the genus Vibrio are strongly implicated in bacterial bleaching, as they can disrupt the coral–algal symbiosis. Notably, their virulence is temperature-dependent, intensifying under thermal stress and exacerbating bleaching outcomes.

The Solution: Engineered Probiotics

Engineered probiotics offer a promising strategy to counteract these challenges by enabling targeted manipulation of beneficial coral-associated microbes. Endozoicomonas, a dominant symbiont in healthy corals, is widely regarded as an indicator of coral health, offering corals with a host of benefits. By engineering Endozoicomonas to express oxidoreductase systems, heat shock proteins for thermal resilience, and narrow-spectrum quorum-sensing inhibitors that disrupt pathogenic signaling, it may be possible to enhance coral resistance to thermal stress and bacterial bleaching, thereby stabilizing the coral microbiome and supporting reef survival in a warming ocean. Furthermore, expressing the aforementioned genes under a heat-sensitive genetic switch both reduces burden and increases specificity.

Question 2: Governance Policy & Goals

Next, describe one or more governance/policy goals related to ensuring that this application or tool contributes to an “ethical” future, like ensuring non-malfeasance (preventing harm). Break big goals down into two or more specific sub-goals.

  • Improves coral health
  • Maintains or promotes healthy coral ecosystem
  • Minimizes burdens on stakeholders
  • Balances risks and benefits
  • Minimizes dual-use risk
  • Minimizes breached containment
  • Fosters collaboration
  • Includes stakeholder voices
  • Establishes monitoring protocols
  • Feasible

Question 3: Governance Actions

Next, describe at least three different potential governance “actions” by considering the four aspects below (Purpose, Design, Assumptions, Risks of Failure & “Success”).

  1. Purpose: What is done now and what changes are you proposing?
  2. Design: What is needed to make it “work”? (including the actor(s) involved - who must opt-in, fund, approve, or implement, etc)
  3. Assumptions: What could you have wrong (incorrect assumptions, uncertainties)?
  4. Risks of Failure & “Success”: How might this fail, including any unintended consequences of the “success” of your proposed actions?
ActionPurposeDesignAssumptionsRisks of Failure & “Success”
Coral FarmingWhat is done now:
Coral larvae are harvested and farmed underwater or on land in designated nurseries, before being outplanted onto reefs

What changes are you proposing?
• Standardizing coral aquaculture methodologies for more efficient scale-up
• Integration with research institutions
Actors / Stakeholders:
• Coral aquaculture players
• Regulatory agencies (e.g. NOAA)
• Impacted communities have the resources to continuously support coral nurseries
How might this fail:
• Coral larvae may not mature
• Outplanting/engraftment may not be successful

Unintended consequences of “success”:
• Ecosystem shift
• Reduces urgency to address root cause of bleacing
Artificial ReefsWhat is done now:
Man-made benthic structures are placed on the ocean floor to support coral reef restoration and/or provide marine life with a ‘replacement’ niche.

What changes are you proposing?
• Replacing inert artificial reefs with reef-supporting materials
• Monitoring population changes and artificial reef stability over time
Actors / Stakeholders:
• Researchers
• Regulatory agencies (e.g. NOAA)
• Research prior to deployment
• Intentional design considerations
How might this fail:
• Acts as a fish-aggregating device (FAD) rather than stimulating an increase in marine populations
• Overtake the local ecosystem

Unintended consequences of “success”:
• Ecosystem shift
• Disguised ocean dumping
Coral ProbioticsWhat is done now: Beneficial Microorganisms (BMCs) are screened, identified, and inoculated with corals to confer health benefits such as heat and disease resistance. What changes are you proposing?
• Generate unique ‘blends’ of probiotics, rather than consortia, with desired functionalities
• Introduce synbiotics: probiotics + prebiotics
Actors / Stakeholders:
• Researchers and microbiome databases
• Regulatory agencies (e.g. NOAA)
• Microbiome flexibility and persistence of introduced microbes
• Probiotics confer tangible health outcomes
How might this fail:
• Engraftment may not be successful
• Genetic mutations may occur in so-called probiotics

Unintended consequences of “success”:
• Introduction of potential pathogens or opportunists
• Enhanced fitness and subsequent ecosystem shift

Question 4: Governance Rubric

Next, score (from 1-3 with, 1 as the best, or n/a) each of your governance actions against your rubric of policy goals. The following is one framework but feel free to make your own:

Rank each option:Coral FarmingArtificial ReefsCoral Probiotics
Beneficence
• Improves coral health121
• Maintains or pormotes healthy coral ecosystems122
Non-malfeasance
• Minimizes burdens on stakeholders121
• Balances risks and benefits232
Safety
• Minimizes dual-use risk221
• Minimizes breached containment123
Community
• Fosters collaboration121
• Includes stakeholder voices222
Management
• Establishes monitoring protocols121
• Feasible213

Question 5: Prioritized Options

Last, drawing upon this scoring, describe which governance option, or combination of options, you would prioritize, and why. Outline any trade-offs you considered as well as assumptions and uncertainties.

Keeping in mind both the current coral conservation research state and the rapid decline in coral health, a dual-pronged approach would be ideal. Specifically, an approach that combines both a well-established governance option yielding modest effects with a high-risk, high-reward governance option will result in both short-term and long-term effects. Thus, given the governance rubric above, I would prioritize coral farming as the well-established option and coral probiotics as the high-risk, high-reward option. I think aritifical reefs should will likely not result in the optimal end (i.e. coral conservation) and may in fact lead to off-tagret effects; thus, they should not be pursued at this time. Coral farming, which has yielded positive results, should be scaled-up to areas susceptible to bleaching, while including local stakeholders. On the other hand, a call-to-action for research into the more radical coral probiotics approach should be initiated and ongoing research supported.

Reflections

Reflecting on what you learned and did in class this week, outline any ethical concerns that arose, especially any that were new to you. Then propose any governance actions you think might be appropriate to address those issues. This should be included on your class page for this week.

A point of both interest and concern is the concept of bio-futures. With any given technology – be it developed beneficently or otherwise – there is a chance for a destructive future in place of the constructive future it was (hopefully) intended for; and with that, a greater ethical obligation on scientists to be intentional in their endeavors and critical in what they consider ‘safe’, as dual-use is always a possibility in research. Therefore, conversations regarding responsible conducts and biosafety measures should be initiated, and regulations should keep up with rapidly changing fields, such as synthetic biology.

Assignment (Week 2 Lecture Prep)

Homework Questions from Professor Jacobson:

Nature’s machinery for copying DNA is called polymerase. What is the error rate of polymerase? How does this compare to the length of the human genome. How does biology deal with that discrepancy?

  • Polymerase error rate: 1:10^6
  • The length of the human genome is 3.2 billion base pairs, resulting in approximately 3,200 errors per genome copy
  • Biology has evolved multiple strategies to deal with mutations. Some of these strategies include the polymerase proofreading capability and DNA repair systems, such as the MMR/MutS repair system

How many different ways are there to code (DNA nucleotide code) for an average human protein? In practice what are some of the reasons that all of these different codes don’t work to code for the protein of interest?

An average human protein is ~345 amino acids (1,036 bp ) long. Because the genetic code is degenerate, most amino acids can be encoded by multiple synonymous codons (on average ~3 per amino acid, since there are 64 codon triplets yet 20 amino acids). Therefore, the number of distinct DNA sequences that can encode the same protein is approximately 3^400. However, not all of these may be functional due to factors, such as codon bias and splicing, that limit their efficient translation.

Homework Questions from Dr. LeProust:

What’s the most commonly used method for oligo synthesis currently?

Phosphoramidite DNA Synthesis Cycle

Why is it difficult to make oligos longer than 200nt via direct synthesis?

The error rate is 1 per 10^2 steps, so many of the oligos larger than 200 nt will have decreased accuracy and fidelity.

Why can’t you make a 2000bp gene via direct oligo synthesis?

The error rate 1 per 10^2 steps, so it is highly unlikely that any of the 2000 bp genes will be accurate.

Homework Question from George Church:

What are the 10 essential amino acids in all animals and how does this affect your view of the “Lysine Contingency”?

The 10 essential amino acids are valine, isoleucine, leucine, methionine, phenylalanine, tryptophan, threonine, histidine, and lysine, and, for children and those under stress, arginine. The lysine contingency is used as a biocontainment strategy in the movie Jurassic Park in which dinosaurs are engineered to lack the lysine production gene and thus only survive if they are fed lysine; however, this does not make sense as no animal can make their own lysine.