The phrase "are required to decipher" is correct and usable in written English.
It can be used when indicating that someone must interpret or make sense of something, often in a formal or instructional context.
Example: "In order to complete the assignment, students are required to decipher the complex text provided in the reading materials."
Alternatives: "must interpret" or "need to decode".
However, many questions remain unanswered and, therefore, more data and more models are required to decipher the complex cell wall architecture in bacteria.
That is about it; the music is either atmospheric or emotionally elementary, while the text is set in so unmusical a fashion that the surtitles are required to decipher it.
Altered B-cell lymphoma 6, a key oncogene in B-cell lymphomagenesis, may be involved in the pathogenesis of preeclampsia, and further investigations are required to decipher the molecular mechanisms.
Future investigations are required to decipher these mechanisms.
Similarly, further studies are required to decipher the mechanisms regulating the survival of newly generated neurons.
Additional experiments are required to decipher the biochemical activity of hSAS-6 and CPAP.
Further work is required to decipher the exact effect KH176m has on the peroxiredoxins, acting as a cofactor to increase its peroxidase activity or altering the peroxiredoxin-dependent redox signalling to other proteins.
The most advanced cyclotrons would have been required to decipher that diminutive hieroglyph, but the eminent scientists who operated those costly instruments were busy with more important and beneficial projects.
Further in vivo mechanistic/profiling analyses at very early time points following PB exposure, prior to Cyp2b10 transcriptional activation will be required to decipher the sequence of events and epigenetic mechanisms associated with Cyp2b10 activation.
We have clear indications on that the apparent EGF-EGFR interaction is composed of multiple different interactions and that the affinity varies greatly between the cell lines, but more work is required to decipher the underlying nature of the EGF-EGFR interaction.
