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Biology · Biotechnology, Bioengineering & Synthetic Biology

Genome editing, targeting and unintended effects

Fourteen of twenty fully assigned records have the desired target outcome, yet two of those fourteen also have a supplied change elsewhere. The two attributes coexist. A chosen target is an intention, while the resulting molecular state and its evidence are separate questions.

Gene Expression: RNA & Proteins introduces retained templates, functional RNA, protein state and the distinction between amount and function. Gene Regulation & Cell Signalling supplies response, feedback and context ideas. Research Design, Data & Scientific Practice explains comparisons, independent units, uncertainty and the scope of an evidence claim. Fractions, averages, Boolean categories and simple area/volume ratios support the original cases; each notation is explained where it is used.

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By the end, you can

Describe editing as a targeted-change aim with varied mechanisms, distinguish desired outcomes from other changes, and preserve the scope and missingness of outcome evidence.

01

Targeted change is an aim rather than a complete result

Genome editing aims to change genetic information at a selected location. Depending on the approach, the intended change can concern a base, an insertion, a deletion or another sequence relationship. The target identifies where a change is intended; it does not establish what actually resulted or which other properties changed. A resulting genotype and its biological consequences remain different levels of the evidence argument.

The familiar scissors analogy describes approaches involving DNA cleavage and subsequent cellular repair. It is not a universal definition of editing. Base-editing research established approaches that change a target base without requiring a double-strand DNA break. Different mechanisms have different scopes, so neither “all editing cuts both strands” nor “editing always produces the exact intended result” is a sound generalisation.

Unintended outcomes can occur at the selected site as well as elsewhere. An intended location does not ensure a particular repaired sequence, and an otherwise desired target result does not rule out another change. The relevant evidence therefore includes actual outcomes and what was examined, rather than relying on the name of a tool or the specificity of the original intention.

02

Count desired and elsewhere outcomes on separate axes

The original complete matrix assigns two Boolean attributes to each of twenty records: desired target outcome and the specified elsewhere change. Twelve have the desired outcome only, two have both attributes, four have neither and two have the elsewhere change only. These are exhaustive categories for this constructed account, not a claim that all real biological effects have been examined.

Desired outcomes therefore total fourteen, while elsewhere changes total four. The two counts overlap in two records. Adding fourteen and four would double-count those records unless the overlap were subtracted. Describing desired outcomes as 14/20 and desired-without-the-assigned-elsewhere-change as 12/20 also answers different questions. One success label cannot serve both meanings.

The attributes are separately specified, not stipulated statistically independent. Their joint occurrence is explicitly supplied. Nor does a negative elsewhere attribute establish the absence of every possible unwanted effect: the matrix includes only its named attribute. Biological severity, function, persistence and wider consequences are not encoded by the Boolean counts.

A desired target outcome and another change can coexist

A desired target outcome and another change can coexistTwenty fully assigned records occupy four combinations of desired target outcome and change elsewhere; the attributes are counted separately.Desired target outcomewithout the assignedelsewhere change12/20123456789101112Both desired targetoutcome and assignedelsewhere change2/201314Neither desired targetoutcome nor assignedelsewhere change4/2015161718Assigned elsewhere changewithout desired targetoutcome2/201920Fourteen desired target outcomes: 14/20 = 0.7Four records with the assigned elsewhere change: 4/20 = 0.2Desired target outcome without the assigned elsewhere change:12/20 = 0.6Two records belong to both attributesDesired target outcomes and absence of every unintended effectare different claims
Target choice describes an intention. The actual target-site outcome, other changes, biological consequences and what was examined each need their own evidence.
Read the diagram in words

The four counts are twelve, two, four and two, totalling twenty. Desired target outcomes total twelve plus two, fourteen. Elsewhere changes total two plus two, four. Two records belong to both. Desired-without-elsewhere is twelve, so its fraction 12/20 differs from the desired-target fraction 14/20.

Combination of the two supplied attributes
Combination of the two supplied attributesDesired target outcome suppliedAssigned change elsewhere suppliedRecords in this combinationAssigned complete outcome record
Desired target outcome without the assigned elsewhere change✓×12Assigned outcome record 1; Assigned outcome record 2; Assigned outcome record 3; Assigned outcome record 4; Assigned outcome record 5; Assigned outcome record 6; Assigned outcome record 7; Assigned outcome record 8; Assigned outcome record 9; Assigned outcome record 10; Assigned outcome record 11; Assigned outcome record 12
Both desired target outcome and assigned elsewhere change✓✓2Assigned outcome record 13; Assigned outcome record 14
Neither desired target outcome nor assigned elsewhere change××4Assigned outcome record 15; Assigned outcome record 16; Assigned outcome record 17; Assigned outcome record 18
Assigned elsewhere change without desired target outcome×✓2Assigned outcome record 19; Assigned outcome record 20
Assigned complete outcome record
Assigned complete outcome recordDesired target outcome suppliedAssigned change elsewhere supplied
Assigned outcome record 1✓×
Assigned outcome record 2✓×
Assigned outcome record 3✓×
Assigned outcome record 4✓×
Assigned outcome record 5✓×
Assigned outcome record 6✓×
Assigned outcome record 7✓×
Assigned outcome record 8✓×
Assigned outcome record 9✓×
Assigned outcome record 10✓×
Assigned outcome record 11✓×
Assigned outcome record 12✓×
Assigned outcome record 13✓✓
Assigned outcome record 14✓✓
Assigned outcome record 15××
Assigned outcome record 16××
Assigned outcome record 17××
Assigned outcome record 18××
Assigned outcome record 19×✓
Assigned outcome record 20×✓
All twenty assigned records
All twenty assigned records20
Fourteen desired target outcomes14/20 = 0.7
Four records with the assigned elsewhere change4/20 = 0.2
Desired target outcome without the assigned elsewhere change12/20 = 0.6
Two records belong to both attributes2

Desired target outcomes and absence of every unintended effect are different claims

Original complete Boolean inventory of twenty hypothetical outcome records. The two separately specified attributes may coexist; they are not stipulated statistically independent. Elsewhere change concerns only the assigned attribute, not every possible molecular or organismal difference. No real editing tool, sequence, cell, assay, event rate, effect severity or safety conclusion. Negative desired-target status does not classify every other target-site outcome.

03

What was untested remains unknown

The separate coverage example knows every desired-target result but examines the elsewhere attribute in only eight identities. One tested result is positive and seven are negative; the remaining twelve identities have no elsewhere result. This is a different evidence situation from the complete matrix. The missing entries cannot be filled using that other model’s counts or by assuming that no record means no change.

The tested fraction 1/8 belongs to the supplied tested group. Selection of those identities was not justified as random or representative, so it does not establish a whole-case frequency. With twelve unknown entries, the total elsewhere-positive count can still range from one to thirteen. This is a range of compatible inventories, not a probability distribution or an estimate of biological hazard.

Claims about inheritance also need scope. A change in somatic cells belongs to those cells and their descendants; a change entering a reproductive lineage may have a different intergenerational reach. Neither a target observation nor an editing label establishes that reach, a clinical benefit or acceptable consequences. Molecular outcomes, organismal evidence and relevant governance remain connected questions with distinct information needs.

An untested result is different from a negative result

An untested result is different from a negative resultA separate record supplies target outcomes for twenty identities but an elsewhere result for only eight of them.Assigned coveragerecordKnowndesired-targetstatusElsewhereresultsupplied forthis identityAssignedelsewhere-changeresultAssigned coveragerecord 1✓✓✓Assigned coveragerecord 2✓✓×Assigned coveragerecord 3✓✓×Assigned coveragerecord 4✓✓×Assigned coveragerecord 5✓×?Assigned coveragerecord 6✓×?Assigned coveragerecord 7✓×?Assigned coveragerecord 8✓×?Assigned coveragerecord 9✓×?Assigned coveragerecord 10✓×?Assigned coveragerecord 11✓×?Assigned coveragerecord 12✓×?Assigned coveragerecord 13✓×?Assigned coveragerecord 14✓×?Assigned coveragerecord 15×✓×Assigned coveragerecord 16×✓×Assigned coveragerecord 17×✓×Assigned coveragerecord 18×✓×Assigned coveragerecord 19××?Assigned coveragerecord 20××?Tested positive for the assigned attribute: 1; Tested negativefor the assigned attribute: 7; Not tested in this supplied record:12Eight identities with supplied elsewhere results: 1/8 = 0.125All twenty identities in this separate case: ?Counts still compatible with the twelve unknown results: 1 — 13Missing information cannot be converted to a negative result
A result’s scope includes what was examined and what remains unexamined. Limited negative evidence is useful without demonstrating absence of every possible change.
Read the diagram in words

Target results are known for all twenty and fourteen meet the desired-target attribute. Of eight identities tested elsewhere, one is positive and seven negative. Twelve are unknown. The tested fraction is 1/8, not a known whole-case fraction. Total elsewhere positives can range from one to thirteen if the unknown results are resolved in different ways.

Assigned coverage record
Assigned coverage recordKnown desired-target statusElsewhere result supplied for this identityAssigned elsewhere-change result
Assigned coverage record 1✓✓Tested positive for the assigned attribute
Assigned coverage record 2✓✓Tested negative for the assigned attribute
Assigned coverage record 3✓✓Tested negative for the assigned attribute
Assigned coverage record 4✓✓Tested negative for the assigned attribute
Assigned coverage record 5✓×Not tested in this supplied record
Assigned coverage record 6✓×Not tested in this supplied record
Assigned coverage record 7✓×Not tested in this supplied record
Assigned coverage record 8✓×Not tested in this supplied record
Assigned coverage record 9✓×Not tested in this supplied record
Assigned coverage record 10✓×Not tested in this supplied record
Assigned coverage record 11✓×Not tested in this supplied record
Assigned coverage record 12✓×Not tested in this supplied record
Assigned coverage record 13✓×Not tested in this supplied record
Assigned coverage record 14✓×Not tested in this supplied record
Assigned coverage record 15×✓Tested negative for the assigned attribute
Assigned coverage record 16×✓Tested negative for the assigned attribute
Assigned coverage record 17×✓Tested negative for the assigned attribute
Assigned coverage record 18×✓Tested negative for the assigned attribute
Assigned coverage record 19××Not tested in this supplied record
Assigned coverage record 20××Not tested in this supplied record
Identities in the specified result category
All twenty identities in this separate case20
Known desired-target status✓ 14/20
Eight identities with supplied elsewhere results8
Tested positive for the assigned attribute1
Tested negative for the assigned attribute7
Not tested in this supplied record12
Positive count divided by the tested denominator
Eight identities with supplied elsewhere results1/8 = 0.125
All twenty identities in this separate case?
Counts still compatible with the twelve unknown results1 — 13

Missing information cannot be converted to a negative result

Original separate hypothetical coverage case, not the complete outcome-matrix sample. All twenty target results are known. The eight elsewhere-tested identities are supplied without random or representative selection; twelve elsewhere results are unknown. Tested negative means absence of only this assigned elsewhere attribute under the stipulated complete test, not whole-genome safety. No real assay, sequencing plan, editing tool or probability model supplied.

Worked example

Reconcile the complete matrix before interpreting incomplete testing

In the complete inventory, desired count is 12 + 2 = 14 and elsewhere count is 2 + 2 = 4. The union is 14 + 4 − 2 = 16, leaving four in neither category. Every record belongs to exactly one of the four matrix cells, while the two marginal counts share their intersection.

Desired fraction is 14/20 = 0.7. Desired without the assigned elsewhere change is 12/20 = 0.6. Calling the first value proof of the second property would ignore the two desired records with another assigned change. No severity or exhaustive whole-genome conclusion is supplied by either fraction.

In the different coverage record, one positive among eight tested gives 0.125. Twelve results are unknown, so total positives can be one if all twelve later resolve negative or thirteen if all resolve positive. The tested fraction describes its eight identities; the whole-case fraction remains unknown. The original target count fourteen does not resolve any missing elsewhere status.

Check your understanding

  1. Does every genome-editing approach require cutting both DNA strands?

    Show reasoning

    No. DNA-cleavage and repair approaches are one class, while base-editing research demonstrates changes without requiring double-strand DNA cleavage. The distinction concerns mechanism and scope. It does not establish that any editing approach is universally precise, that every intended outcome occurs or that consequences have been evaluated.

  2. Why are fourteen desired outcomes not fourteen outcomes without the assigned elsewhere change?

    Show reasoning

    Two of the fourteen also have that elsewhere attribute. The desired-only count is twelve, and its fraction is 12/20 rather than 14/20. The categories coexist in the supplied complete inventory, so a desired target result cannot be treated as a mutually exclusive alternative to every other change.

  3. Why do seven tested negatives and twelve untested entries fail to establish nineteen negative outcomes?

    Show reasoning

    Only the seven tested negatives supply that result for the assigned elsewhere attribute. Twelve entries contain no relevant evidence and remain unknown. The tested identities are not stipulated representative either. Combining missing and negative information would both invent results and change the denominator of the stated comparison.

What to carry forward

Target intention, actual outcome, joint attributes, testing coverage and biological consequences must retain their own meanings.

References

Resources supporting this lesson’s explanations and examples.

  1. What is genome editing? (15 August 2019)National Human Genome Research InstituteOfficial conceptual overviewgenome.govRead source
  2. Programmable editing of a target base in genomic DNA without double-stranded DNA cleavage (Nature 533: 420–424, 2016; doi:10.1038/nature17946)Alexis C. Komor, Yongjoo B. Kim, Michael S. Packer, John A. Zuris and David R. LiuResearch abstractpubmed.ncbi.nlm.nih.govRead source
  3. Repair of double-strand breaks induced by CRISPR–Cas9 leads to large deletions and complex rearrangements (Nature Biotechnology 36: 765–771, 2018; doi:10.1038/nbt.4192)Michael Kosicki, Kärt Tomberg and Allan BradleyResearch abstractnature.comRead source
  4. Human genome editing: a framework for governance (12 July 2021; ISBN 978-92-4-003006-0)World Health OrganizationOfficial governance-framework overviewwho.intRead source