36 HYPOTHESES ACROSS 6 DISCIPLINES

Discoveries

Every card below is a testable scientific prediction — autonomously generated and filtered by 12 AI agents. No human told the system where to look.

Grouped by field pair — hypotheses exploring the same scientific connection

Browse by discipline →

PASS (Rubric 7.5/10) ```

PASS
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
IRP1 [4Fe-4S] cluster occupancy oscillation
Circadian clock regulation

Your body's iron control system may run on a clock synced to mealtimes — and we've never actually checked.

7Score
6Confidence
8Grounded

CONDITIONAL_PASS (Rubric 6.4/10) ```

CONDITIONAL
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
CISD2 [2Fe-2S] redox sensitivity at MAMs
Circadian clock regulation

Your body clock may tune a fragile iron protein to control how mitochondria absorb calcium — and how fast you age.

6Score
5Confidence
6Grounded

CONDITIONAL_PASS (Rubric 6.3/10) ```

CONDITIONAL
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
CIAO3 LIP/ROS sensitivity (Maio & Rouault 2022)
Circadian clock regulation

Your body's iron-handling machinery may keep time with the biological clock — with big implications for metabolism.

6Score
4Confidence
7Grounded

CONDITIONAL_PASS (Rubric 6.0/10) ```

CONDITIONAL
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
NFS1-dependent Fe-S supply in SCN neurons
Circadian clock regulation

Iron-sulfur chemistry in brain cells may secretly keep our biological clocks ticking.

6Score
5Confidence
6Grounded

CONDITIONAL_PASS (Rubric 5.9/10) ```

CONDITIONAL
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
Frataxin iron donation gated by hepcidin-driven LIP (FTMT-absent tissues)
Circadian clock regulation

Your body's iron supply to energy-making machinery may rise and fall with the time of day.

6Score
5Confidence
6Grounded

Fe-S Cluster Biogenesis x Circadian Clock Regulation

CONDITIONAL
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
Circadian clock regulation

Your body's daily clock may secretly control how cells build the iron-sulfur machines that power your metabolism.

5Score
5Confidence
5Grounded

Unexplored Targets for Future Sessions

PASS
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
Circadian clock regulation

Your body's daily clock may secretly control how cells build their iron-sulfur power cores.

5Score
5Confidence
5Grounded

Cross-Model Validation

PASS
Fe-S cluster biogenesis (NFS1, ISCU2, FDX2, FXN, GLRX5, CISD2)
Circadian clock regulation

Your body's iron-sulfur chemistry might be secretly keeping your internal clock on time.

5Score
5Confidence
5Grounded

Wound-Induced Topological Defects Serve as Transient Stem Cell Attractors That Become Permanent Niches When Pinned by ECM Stiffness Gradients

PASS
Bioelectric signaling
+1/2 defect creation at boundary irregularities + ECM stiffness-mediated defe...
Biomolecular condensates

Wounds may create invisible 'whirlpools' in tissue that act as GPS coordinates for stem cells rebuilding skin.

6Score
6Confidence
6Grounded

Calcium-Gated Condensate Dissolution as the Binary Transduction Step in Bioelectric Pattern Reading

PASS
Bioelectric signaling
VGCC activation threshold (~-40mV) -> Ca2+ influx -> CaMKII -> phosphorylatio...
Biomolecular condensates

Electrical signals in developing tissue may sculpt gene activity by flipping molecular droplets on or off like a switch.

6Score
4Confidence
7Grounded

Organoid Symmetry Breaking Is a Topological Defect Nucleation Event -- Predictable by Active Nematic Theory and Controllable by Geometric Confinement

PASS
Bioelectric signaling
Topological defect nucleation at mathematically required positions
Biomolecular condensates

The spots where mini-organs sprout their first buds may be predictable using the same math that explains tennis ball seams.

6Score
6Confidence
5Grounded

Activity-Dependent Crypt Fission Is Triggered When Local Epithelial Contractility Exceeds the Nematic Defect-Splitting Threshold

PASS
Bioelectric signaling
Myosin II contractility exceeding critical threshold alpha_c ~ K/R^2
Biomolecular condensates

Intestinal crypt splitting may be triggered by the same physics that governs swirling patterns in liquid crystals.

6Score
6Confidence
5Grounded

V-ATPase pH-Condensate Nodes as the Molecular Effector Layer of the Bioelectric Code

PASS
Bioelectric signaling
Local pH microenvironments near V-ATPase sites shift IDPs across phase separa...
Biomolecular condensates

Tiny acid pockets near cellular pumps may sculpt protein blobs that tell embryos how to grow.

6Score
5Confidence
6Grounded

Circadian V-ATPase Rhythms and Tissue-Specific Condensate Phase Diagrams Determine Chronovulnerability to Neurodegeneration

PASS
Bioelectric signaling
pH oscillation amplitude determines condensate renewal completeness; phase bo...
Biomolecular condensates

Your brain's daily acid rhythm may be what keeps toxic protein clumps from forming — and aging breaks that rhythm.

5Score
4Confidence
5Grounded

Wound-Edge V-ATPase Activation Triggers Condensate Dissolution Wave as a Rapid Regenerative Signal

PASS
Bioelectric signaling
V-ATPase-driven pH change + Ca2+ influx from disrupted membrane -> condensate...
Biomolecular condensates

When tissue tears, a voltage-driven wave may dissolve tiny molecular droplets to kickstart healing genes.

5Score
4Confidence
5Grounded

Date: 2026-03-22

PASS
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance

The same hormone that helps plants survive heat stress might protect coral reefs from bleaching.

5Score
5Confidence
5Grounded

Hypothesis 6: Dark Priming / SNAT Biomarker -- Nocturnal Melatonin Failure Under Nighttime Warming (H6-009-C1)

CONDITIONAL
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance

Warmer nights may stop corals from producing a crucial stress-shield hormone, accelerating bleaching.

5Score
5Confidence
5Grounded

Summary Table

CONDITIONAL
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance

Could a plant sleep hormone help coral reefs survive rising ocean temperatures?

5Score
5Confidence
5Grounded

Web Searches Performed (Documentation)

PASS
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance
5Score
5Confidence
5Grounded

Hypothesis 1: Thermal Stress Melatonin Surge in Symbiodiniaceae / NPQ Enhancement (H1-009-C1)

CONDITIONAL
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance
5Score
5Confidence
5Grounded

Target: Plant Melatonin Stress Biology x Coral Bleaching / Symbiodiniaceae Thermal Tolerance

PASS
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance

Could the same hormone that helps plants survive stress also protect coral reefs from bleaching?

5Score
5Confidence
5Grounded

Hypothesis 2: Melatonin-AFMK-AMK Cascade as Thermal PSII Shield (H2-009-C1)

CONDITIONAL
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance

Sleep hormone's breakdown products may shield coral's photosynthetic machinery from deadly heat stress.

5Score
5Confidence
5Grounded

META-VALIDATION REFLECTION

CONDITIONAL
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance

Could the same stress hormone that helps plants survive drought also protect coral reefs from heat-driven bleaching?

5Score
5Confidence
5Grounded

Evaluator: Quality Gate v5.4 (Opus 4.6)

PASS
Plant melatonin stress biology
Coral bleaching / Symbiodiniaceae thermal tolerance
5Score
5Confidence
5Grounded