Cardiorenal Syndromes (Ronco 1-5)
Promoted to INTEGRATED 2026-05-22 (shard-4 build campaign): added registry-resolving workups (aki, aki_on_ckd, le_edema); every evidence.pmid re-sourced and live-verified via PubMed; every regimen RxCUI reverse-looked-up live at RxNav. Cardiorenal syndrome types 1-5; diuretic strategy per DOSE (high-dose IV bolus or continuous infusion), sequential nephron blockade (loop + metolazone) for diuretic resistance, GDMT preservation (ARNI / beta-blocker / MRA / SGLT2i). PMID anchors (live-verified PubMed 2026-05-22): 21366472 DOSE, 24716680 TOPCAT, 36331190 EMPA-KIDNEY, 32970396 DAPA-CKD, 38490803 KDIGO 2024 CKD. Prior placeholder/fabricated PMIDs removed. RxCUI corrections (reverse-verified at RxNav): metolazone 6916, finerenone 2562811 (prior 5487/2549920 resolved to hydrochlorothiazide / an invalid concept). Sibling routing: cardio.acute-hf.core.v1, renal.aki.v1, neph.ckd.core.v1.
Entry points (5)
- lab_abnormalityRising creatinine in patient with heart failure (Ronco Type-1/2) (Ronco JACC 2008)rising_cr_in_hf
- symptomAcute pulmonary edema + AKI (Type-1 acute cardiorenal) (Ronco JACC 2008)acute_pulm_edema_with_aki
- problem_listChronic HF + chronic CKD on problem list (Type-2 chronic cardiorenal) (Ronco JACC 2008)chronic_hf_with_ckd
- lab_abnormalityAKI followed by cardiac dysfunction (Type-3 reno-cardiac) (Ronco JACC 2008)aki_with_new_cardiac_dysfunction
- historySepsis / SLE / diabetes / amyloid with both organ failure (Type-5 systemic) (Ronco JACC 2008)sepsis_with_dual_organ_dysfunction
Required inputs (13)
- agerequireddemographic • used at CONTEXTFrailty + GDMT tolerability + transplant candidacy (Ronco JACC 2008; KDIGO 2024)
- creatininerequiredlab • used at CONTEXTeGFR + AKI staging are core to cardiorenal classification (Ronco JACC 2008; KDIGO 2012 AKI)
- bnp_or_nt_probnprequiredlab • used at INITIAL_WORKUPHF severity + congestion marker; BNP suppression by sacubitril (use NT-proBNP) (HFSA 2018; AHA cardiorenal 2020)
- troponinlab • used at INITIAL_WORKUPCardiac injury marker — Type-3 reno-cardiac surveillance; CSA-AKI screen (AHA cardiorenal 2020)
- potassiumrequiredlab • used at CONTEXTRAS + spironolactone + finerenone tolerability driven by K+ (KDIGO 2024; FIDELIO 2020)
- urinalysisrequiredlab • used at INITIAL_WORKUPAKI subtype — bland (prerenal/HRS) vs casts (ATN) vs RBC casts (GN) (KDIGO 2012 AKI)
- echocardiogramrequiredimaging • used at INITIAL_WORKUPLVEF determines GDMT pillar selection + cardiogenic shock detection (HFSA 2018)
- chest_xrayimaging • used at INITIAL_WORKUPPulmonary congestion / cardiomegaly / interstitial edema (AHA cardiorenal 2020)
- sbprequiredvital • used at CONTEXTGDMT titration ceiling + cardiogenic shock detection (HFSA 2018)
- weightrequiredvital • used at MONITORINGDaily weight is core volume-tracking signal (HFSA 2018)
- ascvd_presenthistory • used at CONTEXTRoutes to cardio.ascvd.chronic.v1 sibling for primary/secondary prevention (ACC/AHA Lipid 2026)
- cirrhosis_presenthistory • used at CONTEXTHRS subtype if cirrhosis + AKI — routes renal.hepatorenal.v1 (ICA 2019 HRS-AKI)
- current_diuretic_acei_mrarequiredmedication • used at CONTEXTGDMT reconciliation; finerenone + spironolactone + RAS K+ stacking risk (KDIGO 2024)
12-phase flow (12)
- 1FRAMEClassify Ronco Type 1-5 — acute cardiorenal, chronic cardiorenal, acute reno-cardiac, chronic reno-cardiac, systemic; underlying HF + CKD baseline + acuity (Ronco JACC 2008; KDIGO 2024)inputs: creatinine, ageadvance: Type classified (Ronco JACC 2008)
- 2ENTRYTriggered by rising Cr in HF, acute pulm edema + AKI, chronic HF+CKD problem-list, sepsis with dual-organ dysfunction (Ronco JACC 2008)advance: Engine routed (Ronco JACC 2008)
- 3CONTEXTCapture LVEF, eGFR, K+, BP, weight, comorbidities (DM, ASCVD, cirrhosis), current GDMT + diuretic + nephrotoxin reconciliation (KDIGO 2024; HFSA 2018)inputs: age, creatinine, potassium, sbp, ascvd_present, cirrhosis_present, current_diuretic_acei_mraadvance: Context captured (KDIGO 2024)
- 4RED_FLAGSCardiogenic shock + AKI / refractory pulm edema / hyperkalemia >6.5 / uremic emergencies / refractory anuria — ICU + RRT decision (AHA cardiorenal 2020; KDIGO 2024)advance: Acuity tier set (AHA cardiorenal 2020)
- 5INITIAL_WORKUPBMP, BNP/NT-proBNP, troponin, urinalysis with sediment, lactate, ABG, echo, CXR (HFSA 2018; AHA cardiorenal 2020)inputs: creatinine, bnp_or_nt_probnp, troponin, urinalysis, echocardiogramactions: panel.renal, panel.cbc, panel.cardiacadvance: Initial labs + echo back (HFSA 2018)
- 6BRANCHING_WORKUPRight-heart cath if mixed shock vs cardiogenic; renal US if AKI (rule out obstruction); biopsy in atypical AKI; HRS workup if cirrhosis (KDIGO 2024; ICA 2019 HRS-AKI)advance: Cause-specific workup complete (KDIGO 2024)
- 7DIFFERENTIALRonco Types 1-5 + HRS subtype + sepsis-AKI + contrast nephropathy + CSA-AKI (Ronco JACC 2008; KDIGO 2024)advance: Differential resolved (Ronco JACC 2008)
- 8RISK_STRATIFICATIONAKI staging (KDIGO) + KDIGO heat-map eGFR × ACR + LVEF + GDMT tier (HFSA 2018; KDIGO 2024)inputs: creatinineactions: calc.ckd_epi_2021advance: Risk tier documented (KDIGO 2024)
- 9TREATMENTTier 1 GDMT 4-pillar (ACEi/ARNI + BB + MRA + SGLT2i); Tier 2 SGLT2i cardiorenal (DAPA-CKD + EMPA-KIDNEY); Tier 3 loop diuretic step-up (DOSE-AHF); Tier 4 advanced (UF reserve; transplant; LVAD; RRT) (KDIGO 2024; HFSA 2018; CARRESS-HF Bart NEJM 2012)inputs: potassium, creatinine, sbp, weightadvance: Tiered regimen executed + tolerability documented (HFSA 2018)
- 10DISPOSITIONICU for cardiogenic shock + AKI; inpatient for Type-1 acute cardiorenal; outpatient HF clinic for Type-2 chronic (HFSA 2018; AHA cardiorenal 2020)advance: Disposition + co-management set (HFSA 2018)
- 11MONITORINGDaily Cr + K + BNP + weight inpatient; weekly-then-monthly eGFR + K + UACR + BP outpatient; eGFR slope outpatient (KDIGO 2024)inputs: creatinine, potassium, weightactions: panel.renaladvance: Monitoring schedule live (KDIGO 2024)
- 12FOLLOWUPHF clinic + nephrology co-management; transplant evaluation at G4; AVF placement 6 mo pre-RRT; cardiac rehab; vaccinations (KDIGO 2024; HFSA 2018)advance: Long-term plan documented (KDIGO 2024)