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. 2016 Mar 2;94:1–51. doi: 10.1016/bs.aivir.2015.11.001

Table 2.

Strengths and Weaknesses of Functional Genomic Screening Strategies for Human–Virus Interactions

RNAi Arrayed (siRNA) RNAi Pooled (shRNA) Haploid Cells Pooled CRISPR/Cas9 Pooled
Strengths
  • Can use diverse cell lines

  • High transfection efficiency of adherent cells

  • Increased sensitivity: arrayed format permits selection of a gradation of phenotypes

  • Library key permits rapid gene identification

  • Arrayed format permits screening for viral budding/production

  • Can perform image-based screens and investigate cell biology phenotypes

  • Creates hypomorphs permitting many essential genes to be screened

  • Readily validated using reagent redundancy

  • Short-term screens < 10 days

  • Can use diverse cell lines

  • Viral transduction works better for suspension cells

  • Good format for suspension cells

  • Long-term screens (> 10 days)

  • Lower cost than siRNA once the shRNA library is purchased

  • Finds receptors, entry factors, and associated genes

  • High specificity: less false positives

  • Generates null phenotype

  • Long-term screens (> 10 days)

  • Low cost to perform survival screens

  • Can use diverse cell lines

  • High specificity: less off-target effects

  • Generates null phenotype

  • Viral transduction works better for suspension cells than transfection

  • Good format for suspension cells

  • Finds receptors, entry factors, and associated genes

  • High specificity

  • Long-term screens (> 10 days)

  • Can inhibit or activate gene expression (CRISPRa and CRISPRi)

  • Active in the nucleus

  • Can remove large sections of a targeted locus (e.g., inactivate lncRNA genes)

  • First-generation reagents graciously shared at low cost on Addgene

  • Low cost to perform survival screens

Weaknesses
  • Off-target effects

  • False negatives

  • Hypomorphs can produce false negatives

  • Loss-of-function only

  • RISC has questionable or limited activity in the nucleus

  • Difficult to transfect primary cells or suspension cells

  • Difficult to use suspension cells in an arrayed format

  • Expensive to purchase, use, and maintain libraries

  • Requires expensive high-throughput microscope or plate reader for analysis

  • Off-target effects

  • False negatives

  • PCR/next-gen sequencing needed to identify hits

  • Loss-of-function only

  • RISC has questionable or limited activity in the nucleus

  • Cannot do cell biology or imaging screens

  • Target knockdown more difficulty due to only one shRNA-producing provirus per cell

  • Random insertion mutagenesis cannot specifically target a gene

  • Only two available haploid cell lines

  • PCR/next-gen sequencing needed to identify hits

  • Loss-of-function only

  • Retroviral insertion bias may not permit saturation

  • Cannot do cell biology or imaging screens

  • Arrayed format is subgenomic and requires long-term culturing and storage of many thousands of cell lines with likely high cost

  • PCR/next-gen sequencing needed to identify hits

  • Relatively slower validation

  • Cannot do cell biology or imaging screens

  • Arrayed lentiviral format will be cumbersome

  • Arrayed transfectable CRISPR components (sgRNAs, Thermo, and IDT) are subgenomic at present with whole-genome reagents likely obtained at high cost