Scientific Research • Experimental Design • Biomedical Data Science

Turn promising research questions into rigorous, actionable study plans.

GenMabs provides focused scientific consulting for researchers and organizations seeking stronger research direction, thoughtful experimental design, reliable data analysis, and clearer interpretation.

IdeaDesignAnalysisInsight

We connect biological reasoning, statistical rigor, and practical research planning—before valuable time and resources are committed.

Integrated support across the research lifecycle

A strong analysis cannot rescue a poorly framed question. Our consulting approach begins with the scientific objective and carries that logic through study design, analysis, interpretation, and next-step planning.

01

Research Strategy & Idea Evaluation

Clarify the scientific question, assess novelty and feasibility, identify key assumptions, and translate broad ideas into testable hypotheses.

  • Research direction and hypothesis development
  • Feasibility and risk assessment
  • Alternative approaches and decision points
  • Translational relevance
02

Experimental & Study Design

Build a study plan that aligns methods, controls, endpoints, sample strategy, and analysis with the research objective.

  • Experimental groups and controls
  • Endpoint and variable selection
  • Bias, confounding, and reproducibility
  • Analysis planning before data collection
03

Biostatistics & Survival Analysis

Select defensible methods, evaluate assumptions, interpret results, and communicate findings clearly.

  • Kaplan–Meier and Cox modeling
  • Risk stratification and prognostic analysis
  • Statistical analysis plans
  • Figures, tables, and interpretation
04

TCGA/GDC & Biomedical Data Science

Support public-data research from cohort definition and cleaning through modeling and scientific interpretation.

  • TCGA/GDC cohort construction
  • Clinical data harmonization
  • Biomarker and outcome analysis
  • Reproducible R/Python workflows
05

AI-Driven Biomedical Research

Assess where predictive modeling or AI can add meaningful value—and where simpler methods may be more appropriate.

  • Predictive-model strategy
  • Feature and outcome definition
  • Validation and interpretation planning
  • Research prototype development
06

Scientific Interpretation & Next Steps

Move beyond software output to understand what the findings mean, what remains uncertain, and which follow-up studies are most informative.

  • Result interpretation
  • Limitations and alternative explanations
  • Follow-up experiment planning
  • Research presentation and discussion support

Focused guidance for researchers who need an experienced second perspective

Consulting can be especially valuable when a project is important but access to specialized, cross-disciplinary guidance is limited.

Graduate StudentsResearch direction, design review, analysis planning, and interpretation.
Postdoctoral ResearchersStudy refinement, advanced analysis, and translational strategy.
Principal InvestigatorsIndependent technical review and support for complex or interdisciplinary projects.
Clinical ResearchersOutcome modeling, survival analysis, and clinical-data interpretation.
Biotechnology StartupsScientific strategy, evidence planning, and biomedical analytics.
Research TeamsTargeted expertise without the commitment of a full-time hire.

Scientific consulting begins before the first experiment.

Throughout his scientific career, Dr. Yunlong Qin has focused on turning biological observations into testable research hypotheses. An early-career treatment concept involving CCR5 biology and induced pluripotent stem cells was recognized by a senior scientist as closely aligned with an emerging research direction—an experience that reinforced the value of independent reasoning, careful feasibility assessment, and translational thinking.

That perspective now informs GenMabs consulting: ask the right question, design the right study, choose methods that fit the evidence, and understand what the results can—and cannot—support.

Ph.D. Biochemistry & Molecular BiologyM.S. Applied StatisticsCDC Research ExperienceBiomedical Data ScienceR & Python

A clear, scoped consulting process

1

Share the Challenge

Describe your research question, project stage, available data, constraints, and timeline.

2

Initial Review

We assess fit, clarify the problem, and identify the most useful form of support.

3

Scope & Quote

You receive a written scope, deliverables, timeline, and fee before work begins.

4

Consultation & Deliverables

Work may include meetings, written recommendations, analysis, code, figures, or a research plan.

5

Follow-Up

We review conclusions, limitations, and practical next steps within the agreed scope.

Rigorous, confidential, and ethically responsible

Confidentiality

Project information is handled discreetly. Additional confidentiality terms can be discussed when appropriate.

Scientific Integrity

Recommendations are grounded in available evidence, stated assumptions, and transparent limitations.

No Guaranteed Outcomes

Consulting can strengthen research decisions, but cannot guarantee publication, funding, graduation, regulatory acceptance, or clinical outcomes.

Responsible Scope

Services support legitimate research and professional work; they do not include academic misconduct, fabricated results, or direct medical care.

Have a research question or project challenge?

Send a brief description of your research area, current stage, key question, available data, and desired timeline. We will review the inquiry and respond regarding fit and next steps.

Email Your Inquiry