The signature feature

The Toxic-Ties Network

A bipartite graph: an injury-type hub for every signature sits at the center, and every drug orbits as a spoke wired to each kidney injury it can cause. Drugs that share a toxic signature gather around the same hub — revealing, at a glance, which chemically unrelated agents fail the kidney in the same way. Deeply-profiled drugs with multiple injuries bridge clusters.

240 agents · 505 toxic ties · tap a node

The toxic-ties network

Each agent is wired to every kidney injury it can cause. Drugs sharing a signature cluster around the same hub. Tap a node to inspect it.

Filter by signature

The hubs

Each hub is a way the kidney fails. A drug's color is its signature injury; its links reach every hub it can reach.

PRE
Prerenal / Hemodynamic AKI

Renal hypoperfusion from capillary leak and cytokine storm — IL-2 and CAR-T cytokine release syndrome.

LYTE
Electrolyte Wasting

Renal loss of magnesium, potassium or calcium — cisplatin and the anti-EGFR antibodies.

ATN
Acute Tubular Necrosis

Direct death of tubular epithelial cells — the dose-limiting lesion of the platinums and zoledronate.

GLOM
Glomerular Injury / Proteinuria

Damage to the filtration barrier — podocyte injury, FSGS and protein leak from VEGF and mTOR blockade.

HTN
Hypertension

On-target loss of endothelial nitric oxide from VEGF-pathway blockade — so consistent it marks drug activity.

TMA
Thrombotic Microangiopathy

Endothelial injury with microvascular thrombi, hemolysis and thrombocytopenia — gemcitabine, mitomycin C, anti-VEGF.

PSEUDO
Pseudo-AKI

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.

AIN
Acute Interstitial Nephritis

Immune-mediated inflammation of the renal interstitium — the signature kidney injury of checkpoint inhibitors.

SIADH
SIADH / Hyponatremia

Inappropriate water retention at the collecting duct — high-dose cyclophosphamide.

XTAL
Crystal / Obstructive Nephropathy

Intratubular precipitation of drug or metabolite — high-dose methotrexate and tumor lysis crystals.

FANC
Fanconi Syndrome

Global failure of proximal tubule reabsorption — glucosuria, phosphaturia and acidosis, classically from ifosfamide.

CIN
Chronic Interstitial Nephropathy

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.

CYST
Hemorrhagic Cystitis

Acrolein injury to the bladder urothelium — an outflow toxicity of the oxazaphosphorines, prevented by mesna.

RCYST
Renal Cysts

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 catalogued agents wire into each hub — the densest hubs are the most crowded clusters in the graph above.

Prerenal / Hemodynamic AKI139
Electrolyte Wasting129
Acute Tubular Necrosis65
Glomerular Injury / Proteinuria33
Hypertension27
Thrombotic Microangiopathy25
Pseudo-AKI22
Acute Interstitial Nephritis17
SIADH / Hyponatremia16
Crystal / Obstructive Nephropathy15
Fanconi Syndrome7
Chronic Interstitial Nephropathy6
Hemorrhagic Cystitis3
Renal Cysts1

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.