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. 2026 Jun 2;16:1844668. doi: 10.3389/fonc.2026.1844668

Table 1.

Key urine-based liquid biopsy studies for diagnosis and preoperative triage.

Study Biomarker/assay Setting Key finding Potential relevance to KSS Main limitation
Freund et al., 2018 (51) UroVysion FISH Selective upper-tract urine; surveillance/triage Sensitivity 90%, specificity 80% in a feasibility setting. Could reduce unnecessary follow-up URS after KSS. Very small cohort.
Hayashi et al., 2019 (60) TERT/FGFR3 urinary cfDNA Preoperative diagnosis and stage enrichment FGFR3 signal associated with ≤pT1 disease; combined assay improved diagnostic performance. Suggests biologically informative urine profiling beyond cytology. Panel limited; exploratory stage signal.
Xu et al., 2021 (61) 17-gene mutation panel + ONECUT2 methylation Preoperative detection High diagnostic accuracy in suspected UTUC. May improve triage before invasive work-up. Internal validation only.
Territo et al., 2022 (55) Urine methylation panel Prospective diagnostic setting Outperformed cytology, especially for high-grade disease. Useful adjunct when false-negative cytology is a concern. Single-centre.
Ouyang et al., 2022 (62) Point mutation + methylation model Hematuria/diagnostic triage Promising discrimination in multicentre framework. Supports integrated molecular triage before URS. Diagnosis-focused, not outcome-guiding.
Ghoreifi et al., 2023 (49) DNA methylation marker test Prospective cohort High sensitivity and specificity for UTUC detection. Clinically relevant adjunct to preoperative triage. Direct KSS outcome data unavailable.
Palermo et al., 2024 (57) Bladder EpiCheck Selective upper-tract urine Particularly strong signal for high-grade disease. May enrich for lesions less suitable for conservative management. Limited outcome linkage.
Wei et al., 2024 (58) Urine liquid biopsy, self-matched design Preoperative detection Markedly higher sensitivity than cytology. Reduces false reassurance before KSS decisions. Small cohort.
Zhang et al., 2024 (22) 8-gene RNA panel Prospective multicentre validation Robust noninvasive discrimination before treatment. One of the strongest current pre-URS triage data sets. Still not a standalone KSS selector.
Yang et al., 2026 (50) UroCAD copy-number assay Prospective multicentre study High diagnostic performance; CNV burden may correlate with aggressiveness. Potentially valuable for risk enrichment beyond simple detection. Needs broader external and decisional validation.
Fujita et al., 2026 (63) Oncuria-Detect multiplex immunoassay Noninvasive detection High sensitivity/NPV profile. Likely more useful for suspicion triage than definitive selection. Specificity more modest than sensitivity.

KSS, kidney-sparing surgery; RNU, radical nephroureterectomy; URS, ureteroscopy; CTU, computed tomography urography; ctDNA, circulating tumor DNA; cfDNA, cell-free DNA; MRD, molecular residual disease; NOC, non–organ-confined; CNV, copy-number variation.