Research Methodology and Biomarker Discovery Strategy

The discovery process requires a disciplined approach to avoid prematurely deciding that a discovery has been made.
Researchers must resist the urge to jump way ahead to treatment recommendations during the early stages of a project.
The content of treatment recommendations cannot be known or determined until the specific data table for the study is built.
The pedagogical goal of this stage is to teach researchers to think systematically about the structure of their inquiry.

A central tenet of scientific thinking is the inability to jump directly to conclusions without proper groundwork.
The researcher must focus on setting themselves up to "ask the data well enough."
A successful data setup ensures that the researcher will eventually have enough information to make a valid determination.
Proper preparation of the data inquiry phase is what allows for the transition from raw data to informed conclusions.

The immediate procedural requirement is the assembly and completion of the data table.
The researcher is responsible for deciding how many biomarkers to review and including them in this table.
The scope of the project's next phase is defined by the contents of this table once it is together.
A follow-up meeting ("touch base") is scheduled to occur after the table is completed to discuss the biomarkers reviewed and the subsequent findings.

Speaker 2: Confirmed that the logic of "asking the data" well enough to make a determination makes "total sense."
Jonathan (Speaker 1): Suggested the follow-up meeting to review the biomarkers and established the path forward ("we'll go from there").
Speaker 2: Provided feedback that the meeting was "very, very helpful" and thanked Jonathan for his time.
Closing Remarks: Jonathan wished the student/colleague an enjoyable summer and a great rest of the day, with both parties confirming they would talk again soon.