Bagrodia Aditya, Savelyeva Anna, Lafin John T, Speir Ryan W, Chesnut Gregory T, Frazier Anne Lindsay, Woldu Solomon L, Margulis Vitaly, Murray Matthew J, Amatruda James F, Lotan Yair
Department of Urology, University of Texas Southwestern Medical Center, Dallas, TX, USA.
Madigan Army Medical Center, Joint Base Lewis-McChord, Tacoma, WA, USA.
BJU Int. 2021 Jul;128(1):57-64. doi: 10.1111/bju.15288. Epub 2020 Nov 19.
To determine whether utilisation of a serum microRNA (miRNA) test could improve treatment appropriateness and cost-effectiveness for patients with Stage I non-seminomatous germ cell tumours (NSGCTs).
A decision tree model was built to investigate treatment course, clinical and cost outcomes for patients with Stage IA (T1N0M0S0) and IB (T2-4N0M0S0) NSGCT. The model compared outcomes and cost of standard approach using histopathology, conventional serum tumour markers and radiographic staging (standard model) to a miRNA-based approach using the standard model + post-orchidectomy serum miR-371a-3p (marker model). Probabilities of expected treatment and outcomes were based on presence/absence of cancer upon entering into the model. Overtreatment was defined as adjuvant chemotherapy or primary retroperitoneal lymph node dissection in a patient without cancer. Undertreatment was defined as initial surveillance for a patient with cancer.
Utilising the miRNA marker-based approach, 26% of patients avoid overtreatment and 8% avoid undertreatment in Stage IA NSGCT; 27% avoid overtreatment and 23% avoid undertreatment in Stage IB disease. Appropriate treatment decision-making increased from 65% to 94% and 50% to 92% for Stage IA and IB, respectively. The miRNA-based approach remained cost-effective over a wide range of performance characteristics with savings of ~$1400 (American dollars)/patient for both Stage IA and IB disease.
A miRNA-based approach may potentially select patients with Stage I NSGCT for correct treatment in a cost-effective manner. Identification of residual teratoma-only remains an issue. Prospective studies are necessary to validate these findings.
确定血清微小RNA(miRNA)检测的应用能否提高I期非精原细胞瘤性生殖细胞肿瘤(NSGCT)患者的治疗合理性及成本效益。
构建决策树模型,以研究IA期(T1N0M0S0)和IB期(T2 - 4N0M0S0)NSGCT患者的治疗过程、临床及成本结果。该模型将使用组织病理学、传统血清肿瘤标志物和影像学分期的标准方法(标准模型)的结果及成本,与使用标准模型加睾丸切除术后血清miR - 371a - 3p的基于miRNA的方法(标志物模型)进行比较。预期治疗及结果的概率基于进入模型时是否存在癌症。过度治疗定义为对无癌症患者进行辅助化疗或原发性腹膜后淋巴结清扫。治疗不足定义为对患有癌症的患者进行初始监测。
采用基于miRNA标志物的方法,IA期NSGCT中26%的患者避免了过度治疗,8%的患者避免了治疗不足;IB期疾病中27%的患者避免了过度治疗,23%的患者避免了治疗不足。IA期和IB期的适当治疗决策分别从65%提高到94%和从50%提高到92%。基于miRNA的方法在广泛的性能特征范围内仍具有成本效益,IA期和IB期疾病每位患者均可节省约1400美元。
基于miRNA的方法可能以具有成本效益的方式为I期NSGCT患者选择正确的治疗方案。仅识别残留畸胎瘤仍是一个问题。需要进行前瞻性研究来验证这些发现。