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QF-Pro Glossary
Comprehensive reference for FLIM-FRET technology and functional biomarkers
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Core Technology & Physics
31 terms
Functional Biomarkers & Paradigm
18 terms
Immune Checkpoints & Immunotherapy
16 terms
Oncoproteins & Receptor Signaling
8 terms
Sample Types & Laboratory Methods
3 terms
Clinical Applications & Diagnostics
20 terms
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Core Technology & Physics
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96
terms
4-1BB/4-1BBL
4-1BB (CD137) / 4-1BB Ligand (CD137L)
Activating immune checkpoint receptor-ligand pair that promotes anti-tumor immunity when engaged.
Immune Checkpoints & Immunotherapy
Abscopal Effect
Abscopal Effect in Cancer
Regression of tumors distant from the site of local treatment, mediated by systemic immune activation.
Clinical Applications & Diagnostics
Acceptor Photobleaching
Acceptor Photobleaching FRET
A FRET measurement technique that confirms energy transfer by selectively destroying the acceptor and measuring donor fluorescence increase.
Core Technology & Physics
aFRET
amplified FRET
TSA-enhanced FRET for measuring intramolecular activation states like kinase phosphorylation.
Core Technology & Physics
Autofluorescence
Tissue Autofluorescence
Natural fluorescence from endogenous tissue molecules that can interfere with exogenous fluorophore detection.
Core Technology & Physics
BCR-ABL
BCR-ABL Fusion Oncoprotein
The fusion protein created by the Philadelphia chromosome translocation, defining chronic myeloid leukemia.
Oncoproteins & Receptor Signaling
Biomarker Validation
Clinical Biomarker Validation
The systematic process of establishing analytical validity, clinical validity, and {{clinical-utility|clinical utility}} for a biomarker assay.
Clinical Applications & Diagnostics
BRAF
B-Raf Proto-Oncogene
A kinase in the MAPK pathway, frequently mutated in melanoma (V600E) and other cancers.
Oncoproteins & Receptor Signaling
Breast Cancer
Breast Carcinoma
The most common cancer in women, where protein interaction states (HER2-HER3, Akt activation) predict outcomes beyond expression levels.
Clinical Applications & Diagnostics
CAR T Cells
Chimeric Antigen Receptor T Cells
T cells genetically engineered to express chimeric antigen receptors targeting tumor-specific surface proteins.
Clinical Applications & Diagnostics
ccRCC
Clear Cell Renal Cell Carcinoma
The most common kidney cancer, where FRET-based biomarkers have demonstrated prognostic and predictive value.
Clinical Applications & Diagnostics
CD155
CD155 / Poliovirus Receptor (PVR)
A cell surface glycoprotein that binds TIGIT and CD226, overexpressed on many tumor types.
Immune Checkpoints & Immunotherapy
CD226
CD226 / DNAM-1
An activating receptor on T and NK cells that competes with inhibitory TIGIT for the same ligand (CD155).
Immune Checkpoints & Immunotherapy
CEACAM1
Carcinoembryonic Antigen-related Cell Adhesion Molecule 1
Cell adhesion molecule that functions as a TIM-3 ligand, contributing to immune checkpoint signaling.
Immune Checkpoints & Immunotherapy
Chromophore
Fluorescent Molecule
Light-absorbing molecular group that enables fluorescence-based detection.
Core Technology & Physics
Clinical Cutpoint
Clinical Cutpoint / Threshold
A statistically validated threshold that divides patients into groups with distinct clinical outcomes or treatment responses.
Clinical Applications & Diagnostics
Clinical Utility
Clinical Applications & Diagnostics
Colocalization
70–100 nm Resolution
Overlap of fluorescent signals at optical resolution–indicates same region but cannot confirm molecular interaction.
Functional Biomarkers & Paradigm
Colorectal Cancer
Colorectal Carcinoma
Cancer of the colon or rectum, where MSI-H tumors respond well to immunotherapy but the MSS majority needs better biomarkers.
Clinical Applications & Diagnostics
Companion Diagnostics
CDx - Therapy-Gating Biomarkers
Diagnostic tests determining therapy eligibility–where functional biomarkers reveal patients missed by expression.
Clinical Applications & Diagnostics
CTLA-4/CD80
Cytotoxic T-Lymphocyte Antigen-4 / Cluster of Differentiation 80
The first therapeutically targeted checkpoint–blocking early T cell suppression during immune priming.
Immune Checkpoints & Immunotherapy
CXCL10
C-X-C Motif Chemokine Ligand 10 / Interferon gamma-Induced Protein 10 (IP-10)
Dual-function CXCR3 ligand with T cell recruitment and angiostatic activity—the most broadly validated chemokine biomarker for immunotherapy response.
Functional Biomarkers & Paradigm
CXCL11
C-X-C Motif Chemokine Ligand 11 / Interferon-Inducible T cell Alpha Chemoattractant (I-TAC)
Highest-affinity CXCR3 ligand with dual receptor signaling—the most potent driver of estrogen-independent growth in HR+ breast cancer.
Functional Biomarkers & Paradigm
CXCL9
C-X-C Motif Chemokine Ligand 9 / Monokine Induced by Gamma-Interferon (MIG)
IFN-γ-induced chemokine recruiting T cells to the TiME via CXCR3—a biomarker of inflamed tumors and immunotherapy responsiveness.
Functional Biomarkers & Paradigm
Dendritic Cells
Dendritic Cells (DCs)
Specialized immune cells that capture, process, and present antigens to T cells, initiating adaptive immune responses.
Functional Biomarkers & Paradigm
Dipole Orientation (κ²)
Orientation Factor in FRET
The orientation factor describing relative alignment of donor and acceptor transition dipoles, affecting FRET efficiency.
Core Technology & Physics
Donor-Acceptor Pair
FRET Donor-Acceptor Chromophore Pair
A pair of fluorescent molecules where the donor emission spectrum overlaps the acceptor excitation spectrum, enabling non-radiative energy transfer.
Core Technology & Physics
EGFR
Epidermal Growth Factor Receptor
A cell surface receptor whose activation drives proliferation in many cancers, particularly NSCLC.
Oncoproteins & Receptor Signaling
Excited State
Electronic Excited State (S₁)
The energetically elevated state of a molecule after photon absorption, from which fluorescence emission occurs.
Core Technology & Physics
Exponential Decay
Fluorescence Exponential Decay
The characteristic decay pattern of fluorescence emission, where intensity decreases exponentially with time constant tau.
Core Technology & Physics
FFPE
Formalin-Fixed Paraffin-Embedded
Standard clinical tissue preservation method compatible with FLIM-FRET analysis.
Sample Types & Laboratory Methods
FLIM
Fluorescence Lifetime Imaging Microscopy
Intensity-independent imaging modality measuring fluorophore lifetime for quantitative FRET detection.
Core Technology & Physics
FLIM-FRET
Fluorescence Lifetime Imaging Microscopy with FRET Detection
Combined technology using fluorescence lifetime measurement to quantify FRET–the foundation of QF-Pro functional biomarker detection.
Core Technology & Physics
Fluorescence Lifetime
tau (tau)
The average time a fluorophore remains in its excited state before returning to ground state.
Core Technology & Physics
Forster Radius
R<sub>0</sub> = 5.83 nm (ATTO488/Alexa594)
The distance at which FRET efficiency is 50%–the physical basis for the molecular ruler.
Core Technology & Physics
Frequency-Domain FLIM
Frequency-Domain Fluorescence Lifetime Imaging
A fluorescence lifetime measurement technique using sinusoidally modulated excitation light and detecting the phase shift and demodulation of emission.
Core Technology & Physics
FRET
Forster Resonance Energy Transfer
Distance-dependent energy transfer between chromophores enabling 1–10 nm proximity detection.
Core Technology & Physics
FRET Efficiency
E (Energy Transfer Efficiency)
Quantitative measure of energy transfer between donor and acceptor chromophores.
Core Technology & Physics
Functional Biomarkers
Activity-Based Biomarkers
Biomarkers measuring molecular engagement state rather than expression–predicting outcomes where expression fails.
Functional Biomarkers & Paradigm
Functional Measurement vs Expression
Functional Biomarkers & Paradigm
Galectin-9
Galectin-9 (GAL-9 / LGALS9)
Beta-galactoside binding lectin that serves as a TIM-3 ligand, triggering T cell {[apoptosis]} and immune suppression.
Immune Checkpoints & Immunotherapy
Ground State
Electronic Ground State (S₀)
The lowest energy electronic state of a molecule, from which photon absorption initiates the fluorescence process.
Core Technology & Physics
HER2-HER3 Dimerization
ErbB2-ErbB3 Heterodimer
Most mitogenic receptor combination–dimerization state may expand therapy eligibility beyond HER2+ thresholds.
Oncoproteins & Receptor Signaling
HNSCC
Head and Neck Squamous Cell Carcinoma
Squamous cell cancers of the oral cavity, pharynx, and larynx–where immunotherapy is approved but response rates remain modest.
Clinical Applications & Diagnostics
ICI
Immune Checkpoint Inhibitors
Antibodies blocking checkpoint interactions to release anti-tumor immunity–revolutionizing cancer treatment.
Immune Checkpoints & Immunotherapy
iFRET
immune-FRET
FRET-based quantification of intercellular immune checkpoint interactions in tissue samples.
Core Technology & Physics
Immune Checkpoint
Immune Checkpoint Receptor-Ligand System
Receptor-ligand systems that regulate immune activation–exploited by tumors to evade T cell destruction.
Immune Checkpoints & Immunotherapy
Immune Synapse
Immunological Synapse
The organized contact zone between T cells and antigen-presenting or tumor cells where signaling and checkpoint interactions occur.
Core Technology & Physics
Immunohistochemistry
IHC
Expression-based detection standard since 1941–one-site assay limited by subjectivity and inability to report function.
Sample Types & Laboratory Methods
IRF
Instrument Response Function
The measured response of a FLIM system to an infinitely short light pulse, representing instrument timing characteristics.
Core Technology & Physics
KRAS
Kirsten Rat Sarcoma Viral Oncogene
A GTPase oncogene mutated in ~25% of all cancers, long considered undruggable until recent breakthroughs.
Oncoproteins & Receptor Signaling
LAG-3/MHC II
Lymphocyte Activation Gene-3 / Major Histocompatibility Complex Class II
Emerging checkpoint axis with recent approval–engagement measurement may improve patient selection.
Immune Checkpoints & Immunotherapy
Melanoma
Cutaneous Melanoma
Aggressive skin cancer where immunotherapy has transformed outcomes, but patient selection remains critical.
Clinical Applications & Diagnostics
MHC Class II
Major Histocompatibility Complex Class II
Antigen-presenting molecules serving as checkpoint ligands–essential for LAG-3 and CD4+ T cell biology.
Immune Checkpoints & Immunotherapy
Molecular Randomness
Random, but Predictable
The statistical principle explaining how random molecular events produce reliable, reproducible measurements when observed in aggregate.
Core Technology & Physics
MSI
Microsatellite Instability
A condition of genetic hypermutability resulting from defective DNA mismatch repair–a strong predictor of ICI response.
Functional Biomarkers & Paradigm
mTOR
Mechanistic Target of Rapamycin
A central kinase integrating growth signals to regulate cell growth, metabolism, and survival.
Oncoproteins & Receptor Signaling
Neoadjuvant Therapy
Neoadjuvant Treatment
Systemic therapy given before definitive surgery to shrink tumors and enable assessment of treatment response.
Clinical Applications & Diagnostics
Neoantigen
Tumor Neoantigen
Mutant peptides unique to tumor cells that can be recognized by the immune system as foreign.
Functional Biomarkers & Paradigm
NSCLC
Non-Small Cell Lung Cancer
The most common lung cancer type, where checkpoint inhibitors have become standard of care but biomarker-guided selection remains inadequate.
Clinical Applications & Diagnostics
Overall Survival
Overall Survival (OS)
Time from treatment or diagnosis until death from any cause–the definitive measure of therapeutic benefit.
Clinical Applications & Diagnostics
OX40/OX40L
OX40 (CD134) / OX40 Ligand (CD252)
Activating immune checkpoint that promotes T cell expansion and anti-tumor immunity when engaged.
Immune Checkpoints & Immunotherapy
Patient Stratification
Precision Medicine Selection
Identifying patients most likely to benefit from specific therapies–functional biomarkers improve prediction accuracy.
Clinical Applications & Diagnostics
pCR
Pathologic Complete Response
Absence of residual invasive cancer in surgical specimen after neoadjuvant therapy–a powerful predictor of survival.
Clinical Applications & Diagnostics
PD-1/PD-L1
Programmed Death Receptor/Ligand
The most-targeted checkpoint axis–where expression fails to predict response but interaction state succeeds.
Immune Checkpoints & Immunotherapy
Phasor Plot
Phasor Analysis / Universal Circle
A powerful visualization and analysis method that maps fluorescence decays to points on a 2D plot, enabling lifetime determination without curve fitting.
Core Technology & Physics
PI3K/Akt Pathway
Phosphoinositide 3-Kinase / Protein Kinase B Signaling Pathway
Major cell survival and growth pathway frequently hyperactivated in cancer, where FRET-measured activation correlates with prognosis.
Functional Biomarkers & Paradigm
PKB/Akt
Protein Kinase B
Key PI3K pathway effector–activation state (pT308) predicts survival where expression fails.
Oncoproteins & Receptor Signaling
Precision Medicine
Precision Oncology
An approach tailoring treatment to individual patient characteristics, where biomarker-guided therapy selection improves outcomes.
Clinical Applications & Diagnostics
Protein Activation State
Functional Biomarkers & Paradigm
Protein-Protein Interaction
PPI
Physical contact between proteins that enables biological function.
Functional Biomarkers & Paradigm
Proximity Ligation Assay
PLA - Duolink
DNA-based proximity detection at 30–40 nm–'same corridor' but cannot confirm 'same room, having a meeting.'
Functional Biomarkers & Paradigm
PTEN
Phosphatase and Tensin Homolog
A tumor suppressor phosphatase that negatively regulates PI3K/Akt signaling; frequently lost in cancer.
Oncoproteins & Receptor Signaling
QF-Pro
Quantitative Functional Proteomics Platform
HAWK's patented FRET reagent kit for functional biomarker assessment, read on the Violet 3.0 FLIM system.
Core Technology & Physics
QF-Pro Applications & Clinical Evidence
Core Technology & Physics
Quantum Yield
Fluorescence Quantum Yield
The ratio of photons emitted to photons absorbed by a fluorophore–determines brightness and affects Forster radius.
Core Technology & Physics
RFA
Radiofrequency Ablation
A minimally invasive procedure using heat to destroy tumors, which may prime anti-tumor immunity through neoantigen release.
Clinical Applications & Diagnostics
ROC Curve
Receiver Operating Characteristic Curve
Statistical tool for assessing biomarker discriminatory ability by plotting sensitivity versus specificity at every threshold.
Clinical Applications & Diagnostics
Spatial Biology
Spatial Proteomics - Spatial Omics
The discipline mapping molecular information to tissue location–where proteins interact is as critical as whether they're present.
Functional Biomarkers & Paradigm
Spectral Overlap
Donor-Acceptor Spectral Overlap Integral
The integral of donor emission and acceptor absorption spectra overlap, directly determining the Forster radius.
Core Technology & Physics
Stokes Shift
Stokes Shift / Stokes Fluorescence Shift
The red-shift between fluorophore absorption and emission wavelengths, caused by energy loss during excited state relaxation.
Core Technology & Physics
T Cell Exhaustion
T Lymphocyte Exhaustion
A state of T cell dysfunction characterized by sustained checkpoint expression and progressive loss of effector function.
Functional Biomarkers & Paradigm
Tau (τ)
Fluorescence Lifetime Decay Constant
A time, measured in nanoseconds, governing fluorescence decay—each photon emission is a random quantum event, yet thousands converge on τ with extraordinary precision. FRET shortens it, encoding molecular proximity.
Core Technology & Physics
TCSPC
Time-Correlated Single Photon Counting
Precise time-domain detection method for fluorescence lifetime measurement in FLIM applications.
Core Technology & Physics
TIGIT/CD155
T cell Immunoreceptor with Ig and ITIM domains / CD155 (PVR)
Checkpoint in active development–mixed trial results underscore the need for engagement-based patient selection.
Immune Checkpoints & Immunotherapy
TIM-3
T cell Immunoglobulin and Mucin domain-3
Exhaustion marker with multiple ligands–functional measurement may clarify its role in checkpoint networks.
Immune Checkpoints & Immunotherapy
TiME
Tumor Immune Microenvironment
The immune and stromal cell ecosystem around tumors–where checkpoint engagement determines therapy response.
Immune Checkpoints & Immunotherapy
Time-Domain FLIM
Time-Domain Fluorescence Lifetime Imaging
Fluorescence lifetime measurement using short excitation pulses and detecting the temporal decay of emission.
Core Technology & Physics
Tissue Heterogeneity
Tumor Heterogeneity / Spatial Heterogeneity
The inherent biological variation in protein expression, interactions, and cell populations across different regions of a tissue sample.
Clinical Applications & Diagnostics
TMA
Tissue Microarray
A paraffin block containing small cores from many different tissue specimens, enabling high-throughput analysis.
Sample Types & Laboratory Methods
TMB
Tumor Mutational Burden
The total number of somatic mutations per megabase of tumor genome–a genomic biomarker for immunotherapy response.
Functional Biomarkers & Paradigm
Tregs
Regulatory T Cells
A subset of T cells that suppress immune responses, often enriched in tumors where they inhibit anti-tumor immunity.
Functional Biomarkers & Paradigm
TSA
Tyramide Signal Amplification
HRP-catalyzed signal enhancement (10–100×) enabling FRET detection in clinical tissue samples.
Core Technology & Physics
Two-Site Assay
Coincidence Detection - Dual-Antibody Assay
Assays requiring two binding events for signal generation–the foundation for detecting protein interactions.
Functional Biomarkers & Paradigm
Violet 3.0
Violet 3.0 FLIM Platform
Compact benchtop FLIM imaging system designed to read QF-Pro FRET reagent signals for functional proteomics analysis.
Core Technology & Physics
VISTA
V-domain Ig Suppressor of T cell Activation
Myeloid-expressed checkpoint with unique biology–targeting distinct suppressive mechanisms from PD-1/CTLA-4.
Immune Checkpoints & Immunotherapy
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