Mremi Alex, Achola Caroline, Mbwambo Daniel, Magorosa Erick, Legason Ismail D, Vavoulis Dimitris, El Mouden Claire, Schuh Anna, Mnango Leah
AI-REAL Study, Kilimanjaro Christian Medical Centre, Moshi, Tanzania.
Kilimanjaro Christian Medical University College, Moshi, Tanzania.
J Pathol Inform. 2023 Jan 9;14:100188. doi: 10.1016/j.jpi.2023.100188. eCollection 2023.
Telepathology utilizing high-throughput static whole slide image scanners is proposed to address the challenge of limited pathology services in resource-restricted settings. However, the prohibitive equipment costs and sophisticated technologies coupled with large amounts of space to set up the devices make it impractical for use in resource-limited settings. Herein, we aimed to address this challenge by validating a portable whole slide imaging (WSI) device against glass slide microscopy (GSM) using lymph node biopsies from suspected lymphoma cases from Sub-Saharan Africa.
This was part of a multicenter prospective case-control head-to-head comparison study of liquid biopsy against conventional pathology. For the portable WSI scanner validation, the study pathologists evaluated 105 surgical lymph node specimens initially confirmed by gold-standard pathology between February and December 2021. The tissues were processed according to standard protocols for Hematoxylin and Eosin (H&E) and Immunohistochemistry (IHC) staining by well-trained histotechnicians, then digitalized the H& E and IHC slides at each center. The digital images were anonymized and uploaded to a HIPAA-compliant server by the histotechnicians. Three study pathologists independently accessed and reviewed the images after a 6-week washout. The agreement between diagnoses established on GSM and WSI across the pathologists was described and measured using Cohens' kappa coefficient (κ).
On GSM, 65.5% (n=84) of specimens were lymphoma; 25% were classified as benign, while 9.5% were metastatic. Morphological quality assessment on GSM and WSI established that 79.8% and 53.6% of cases were of high quality, respectively. When diagnoses by GSM were compared to WSI, the overall concordance for various diagnostic categories was 93%, 100%, and 86% for lymphoma, metastases, and benign conditions respectively. The sensitivity and specificity of WSI for the detection of lymphoma were 95.2% and 85.7%, respectively, with an overall inter-observer agreement (κ) of 0.86; 95% CI (0.70-0.95).
We demonstrate that mobile whole slide imaging (WSI) is non-inferior to conventional glass slide microscopy (GSM) for the primary diagnosis of malignant infiltration of lymph node specimens. Our results further provide proof of concept that mobile WSI can be adapted to resource-restricted settings for primary surgical pathology and would significantly improve patient outcomes.
利用高通量静态全切片图像扫描仪的远程病理学旨在应对资源受限环境中病理服务有限的挑战。然而,高昂的设备成本、复杂的技术以及设置设备所需的大量空间使得其在资源有限的环境中使用不切实际。在此,我们旨在通过使用来自撒哈拉以南非洲疑似淋巴瘤病例的淋巴结活检样本,将便携式全切片成像(WSI)设备与玻璃切片显微镜检查(GSM)进行验证,以应对这一挑战。
这是一项多中心前瞻性病例对照的液体活检与传统病理学的直接比较研究的一部分。对于便携式WSI扫描仪的验证,研究病理学家评估了2021年2月至12月期间最初经金标准病理学确诊的105份手术切除的淋巴结标本。组织由训练有素的组织技术人员按照苏木精和伊红(H&E)以及免疫组织化学(IHC)染色的标准方案进行处理,然后在每个中心对H&E和IHC切片进行数字化处理。组织技术人员对数字图像进行匿名处理并上传至符合HIPAA标准的服务器。三名研究病理学家在经过6周的洗脱期后独立访问并审查这些图像。使用科恩kappa系数(κ)描述并测量病理学家在GSM和WSI上做出的诊断之间的一致性。
在GSM上,65.5%(n = 84)的标本为淋巴瘤;25%被分类为良性,而9.5%为转移性。对GSM和WSI的形态学质量评估表明,分别有79.8%和53.6%的病例质量较高。当将GSM的诊断与WSI进行比较时,淋巴瘤、转移瘤和良性病变的各种诊断类别的总体一致性分别为93%、100%和86%。WSI检测淋巴瘤的敏感性和特异性分别为95.2%和85.7%,观察者间总体一致性(κ)为0.86;95%置信区间(0.70 - 0.95)。
我们证明,移动全切片成像(WSI)在淋巴结标本恶性浸润的初步诊断方面不劣于传统玻璃切片显微镜检查(GSM)。我们的结果进一步提供了概念验证,即移动WSI可适用于资源受限环境中的初级手术病理学,并将显著改善患者预后。