1️⃣ IsletPerifusionAnalyzer DM · β-cell GSIS
이슬렛퍼퓨젼애널라이저 — in vitro β-cell/islet perifusion GSIS·KSIS 곡선 자동 분석기 (Python CLI · 25 channel-rows × 21 col)
primary mouse/rat/human islet · INS-1 832/13 · MIN6 · EndoC-βH1/βH3 · iPSC-SC-β perifusion raw csv 일괄 import → dead-volume lag(volume/flow) · degradation drift · baseline subtraction 보정 → 1st/2nd phase peak·slope·AUC·GSIS/KSIS ratio·GLP-1 potentiation · multi-analyte(insulin·C-peptide·glucagon·proinsulin) co-analysis → Diabetes/Diabetologia reproducibility checklist + GraphPad-ready export. Demo KCl intra-batch CV 11.49% pass.
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2️⃣ SarcopeniaMuscleTrack Obesity · sarcopenic
사코페니아무스코트랙 — sarcopenic obesity 마우스 cohort 6~8 modality longitudinal 추적기 (Python CLI · 32 mouse × 7 timepoint)
HFD+aging·HFD+OVX·HFD+dexa·db/db+aging 모델 cohort raw csv 6~8 modality(BW · EchoMRI lean/fat · grip · treadmill · running wheel · micro-CT muscle CSA · myofiber HCS MyHC · myokine ELISA) import → baseline lock·% change trajectory + lean-mass-normalized grip + sarcopenic obesity composite endpoint → bimagrumab+GLP-1RA muscle-sparing decompose(expected vs actual lean, MSI) + fiber type protection 패턴 + OpenClaw 비만/근감소 약물 재조합 schema export. Demo combo arm 100% composite pass(8/8).
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3️⃣ MASHLipidDroplet MASLD/MASH
매시리피드드롭렛 — hepatocyte BODIPY/ORO lipid droplet IF imaging 자동 정량기 (Python CLI · 96 well · 8 drug × 6 dose · 20,237 LD object)
primary hepatocyte/HepG2/Huh7/iPSC/HepaRG/spheroid/organoid/cryosection LD object table import → per-LD area·diameter·circularity + per-cell aggregation + macro(>5 µm)/medium(1–5 µm)/micro(<1 µm) subtype 자동 분류 + LD-mito Manders M1/M2·Pearson + PLIN1/2/3/5 coat 정량 → 4PL sigmoidal IC50 fit(scipy.optimize) + MOA fingerprint cosine similarity vs reference 5종(resmetirom THR-β/DGAT2/SCD1/FGF21/vehicle). Demo DGAT2 EC50 5.6 R²=0.9998, resmetirom EC50 3.6 R²=0.997.
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