The Toxic-Ties Network
A bipartite graph: each injury signature is a hub, and every drug a spoke wired to the injuries it can cause. Drugs sharing a signature cluster around the same hub, showing which chemically unrelated agents injure the kidney the same way; multi-injury profiled drugs bridge clusters.
The hubs
Each hub is a way the kidney fails. A drug's color is its signature injury; its links reach every hub it touches.
Renal hypoperfusion from capillary leak and cytokine storm — IL-2 and CAR-T cytokine release syndrome.
Renal electrolyte derangement — magnesium/potassium/calcium wasting (cisplatin, anti-EGFR antibodies) or retention (FGFR-inhibitor hyperphosphatemia, tumor-lysis hyperkalemia/hyperphosphatemia).
Direct death of tubular epithelial cells — the dose-limiting lesion of the platinums and zoledronate.
Damage to the filtration barrier — podocyte injury, FSGS and protein leak from VEGF and mTOR blockade.
Intratubular precipitation of drug or metabolite — high-dose methotrexate and tumor lysis crystals.
Endothelial injury with microvascular thrombi, hemolysis and thrombocytopenia — gemcitabine, mitomycin C, anti-VEGF.
Raised blood pressure — archetypally on-target loss of endothelial nitric oxide from VEGF-pathway blockade, studied as a pharmacodynamic marker of drug exposure. Other agents raise it too: vascular effects of BCR-ABL, BTK and RET inhibitors and of copanlisib; abiraterone's mineralocorticoid excess; androgen suppression or blockade.
The great mimic — a rise in creatinine from blocked tubular secretion (OCT2/MATE), NOT true injury. The GFR is intact; confirm with cystatin C before stopping effective therapy.
Immune-mediated inflammation of the renal interstitium — the signature kidney injury of checkpoint inhibitors.
Inappropriate water retention at the collecting duct — high-dose cyclophosphamide.
Bleeding inflammation of the bladder urothelium — classically acrolein injury from the oxazaphosphorines (prevented by mesna), but also reported as immune-related, intravesical-chemical, or radiation-recall injury.
Slow, cumulative tubulointerstitial scarring — fibrosis, tubular atrophy and glomerulosclerosis with no discrete acute phase. The nitrosourea (carmustine/lomustine) lesion and delayed radioligand (radiation) nephropathy; often irreversible and detected only as a creeping creatinine months to years later.
Global failure of proximal tubule reabsorption — glucosuria, phosphaturia and acidosis, classically from ifosfamide.
Drug-induced complex renal cysts — the distinctive ALK-inhibitor lesion, classically crizotinib. Usually asymptomatic, dose/duration-related, and they tend to regress when the drug is stopped.
Drugs per injury
How many cataloged agents wire into each hub — the densest are the largest clusters in the graph above.
Find the clusters
Tightly packed spokes around one hub are a single toxic signature — e.g. the platinums and zoledronate all crowd the ATN hub.
Spot the bridges
Drugs sitting between hubs cause more than one injury. The profiled agents (brighter, larger) are the multi-injury bridges.
Filter to focus
Click a hub to isolate its drugs; tap any node for its class, severity and a link to the full profile when one exists.