器官驱动的图解演化:提高胰腺囊性病变诊断的精确度

Fei Jiang, Dongyan Cao, Gengming Niu, Hui Jiang, Zhendong Jin, Yingbin Liu, Dongxi Xiang
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Subsequent enhanced MRI and contrast EUS suggested the lesion as a mucinous cystic neoplasm with enhanced mural nodules (Figure 1C). An EUS-guided fine needle aspiration was conducted and approximately 40 mL of cystic fluid was aspirated. The cystic fluid revealed amylase at a level of 165 328 U/L (&gt;250 U/mL suggests the possibility of pancreatic pseudocyst), CEA level of 261.98 ng/mL (&gt;192 ng/mL indicates the possibility of pancreatic mucinous cystic neoplasm) and glucose level of 9 mg/dL (&lt;50 mg/dL suggests the possibility of pancreatic mucinous cystic neoplasm). Meanwhile, a small volume of cyst fluid (∼3 mL) from the puncture was performed for organoid culture (Figure 1D). Notably, organoids derived from this case exhibited robust growth. Haematoxylin and eosin staining highlighted abnormal structures in cell nuclei (Figure 1E). Immunohistochemical staining for CEA, TP53 and MIK67, as well as immunostaining for MUC5AC, all yielded positive results (Figure 1F,G). These staining data may confirm the diagnosis of this patient with high-grade intraepithelial neoplasia.</p><p>The patient eventually underwent surgical resection because of recurrent episodes of acute pancreatitis, and postoperative pathology reported pancreatic mucinous cystadenoma with low-grade intraepithelial neoplasia. This discrepancy raised concerns among the authors and our medical team, prompting us to question whether incomplete sampling during postoperative pathology could have influenced the findings. Experienced pathologists were consulted to re-slice, stain and review additional wax blocks, ultimately discovering evidence of high-grade lesions in certain areas (as indicated by arrows in Figure 1H), along with positive staining of MUC5AC and MKI67 (Figure 1H). These findings corroborated the initial organoid culture results, confirming the presence of high-grade intraepithelial neoplasia.</p><p>In addition, to validate the accuracy of diagnosis for patient #<i>X</i> at the molecular level, about 3 mL of cystic fluid was subjected to scRNA-Seq. After quality control filtering, 10 565 single cells were retained for subsequent analysis (Figure 2A).<span><sup>5</sup></span> A total of 11 cell types were identified. They are fibroblast (<i>COL1A1</i>, <i>COL3A1</i> and <i>DCN</i>), CD4T (<i>CD3D</i>, <i>CD3E</i> and <i>CD4</i>), CD8T (<i>CD3D</i>, <i>CD3E</i> and <i>CD8A</i>), B (<i>CD79A</i> and <i>MS4A1</i>), plasma (<i>IGHA2</i> and <i>IGLC2</i>), macrophage (<i>C1QC</i>, <i>C1QB</i> and <i>C1QA</i>), monocyte (<i>FCN1</i> and <i>S100A8</i>), DC_CD1C (<i>CD1C</i> and <i>CD1E</i>), DC_LAMP3 (<i>LAMP3</i> and <i>FSCN1</i>), proliferation (<i>MKI67</i> and <i>TOP2A</i>) cells and importantly an epithelial (<i>EPCAM</i>, <i>KRT8</i> and <i>MUC5AC</i>) group (Figure 2B). The copy number variation (CNV) levels of epithelial cells vary (Figure 2C). Gene set enrichment analysis indicated that the CNV_low group was enriched in cytoplasmic translation and peptide biosynthetic processes (Figure 2D). The RNA expression patterns, as revealed by the scRNA-Seq data, showed concordance with the protein levels (Figure 2E). These findings align with the organoid data, supporting the diagnosis of high-grade over low-grade intraepithelial neoplasia.</p><p>We expanded our study by including three additional patients with pancreatic cystic liquid to assess the viability of organoid technology as a novel and functionally advanced diagnostic approach for this disease. Pancreatic cystic liquid from patients #<i>Y</i> and #<i>Z</i> diagnosed with high-grade intraepithelial neoplasia underwent organoid culture, and organoids were promptly observed (Figure 3A). In contrast, cystic liquid from patient #<i>a</i> with low-grade culture did not yield organoids (Figure 3B). This finding is in concordance with scRNA-Seq data, indicating the absence of epithelial cells (Figure 3C). The dominant populations in the cystic fluid were identified as CD4T, CD8T and macrophages. 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Subsequent enhanced MRI and contrast EUS suggested the lesion as a mucinous cystic neoplasm with enhanced mural nodules (Figure 1C). An EUS-guided fine needle aspiration was conducted and approximately 40 mL of cystic fluid was aspirated. The cystic fluid revealed amylase at a level of 165 328 U/L (&gt;250 U/mL suggests the possibility of pancreatic pseudocyst), CEA level of 261.98 ng/mL (&gt;192 ng/mL indicates the possibility of pancreatic mucinous cystic neoplasm) and glucose level of 9 mg/dL (&lt;50 mg/dL suggests the possibility of pancreatic mucinous cystic neoplasm). Meanwhile, a small volume of cyst fluid (∼3 mL) from the puncture was performed for organoid culture (Figure 1D). Notably, organoids derived from this case exhibited robust growth. Haematoxylin and eosin staining highlighted abnormal structures in cell nuclei (Figure 1E). Immunohistochemical staining for CEA, TP53 and MIK67, as well as immunostaining for MUC5AC, all yielded positive results (Figure 1F,G). These staining data may confirm the diagnosis of this patient with high-grade intraepithelial neoplasia.</p><p>The patient eventually underwent surgical resection because of recurrent episodes of acute pancreatitis, and postoperative pathology reported pancreatic mucinous cystadenoma with low-grade intraepithelial neoplasia. This discrepancy raised concerns among the authors and our medical team, prompting us to question whether incomplete sampling during postoperative pathology could have influenced the findings. Experienced pathologists were consulted to re-slice, stain and review additional wax blocks, ultimately discovering evidence of high-grade lesions in certain areas (as indicated by arrows in Figure 1H), along with positive staining of MUC5AC and MKI67 (Figure 1H). These findings corroborated the initial organoid culture results, confirming the presence of high-grade intraepithelial neoplasia.</p><p>In addition, to validate the accuracy of diagnosis for patient #<i>X</i> at the molecular level, about 3 mL of cystic fluid was subjected to scRNA-Seq. After quality control filtering, 10 565 single cells were retained for subsequent analysis (Figure 2A).<span><sup>5</sup></span> A total of 11 cell types were identified. 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引用次数: 0

摘要

亲爱的编辑,胰腺囊性病变给诊断带来了挑战。区分低级别和高级别发育不良的准确性并不理想,其进展风险因囊肿类型(单纯潴留囊肿、假性囊肿和囊性瘤)而异。1 传统的基于影像学的放射学方法(计算机断层扫描 [CT] 和磁共振成像 [MRI])、内窥镜超声 (EUS) 引导下的细针穿刺术(包括分析囊液成分,如淀粉酶、葡萄糖、癌胚抗原 (CEA) 水平)、液基细胞学以及最近的分子标记物均可提高胰腺囊性病变的诊断率。尽管如此,目前仍迫切需要一种稳定而准确的模型,以深入分析囊性病变的细胞成分并反映其行为。3、4 基于类器官的纵向测试有助于监测转化诊断、疾病进展、治疗反应和调整疗法。为了提高胰腺囊性病变诊断的准确性,我们收集囊性液体进行类器官培养,评估其生长表型和分子标记物。单细胞RNA测序(scRNA-Seq)进一步验证了成功构建的类器官的细胞背景(图1A)。一名 34 岁的女性(患者 X 号)主诉上腹痛持续 5 年,并伴有反复发作的胰腺炎。CT 数据显示,胰腺体内有一个直径为 5 厘米的胰腺囊性病变,这引起了对胰腺假性囊肿的怀疑(图 1B)。随后的增强 MRI 和对比 EUS 显示病变为粘液性囊性肿瘤,伴有增强壁结节(图 1C)。在 EUS 引导下进行了细针穿刺,抽出了约 40 毫升的囊液。囊液显示淀粉酶水平为 165 328 U/L(250 U/mL,提示胰腺假性囊肿的可能性),CEA 水平为 261.98 ng/mL(192 ng/mL,提示胰腺粘液性囊性肿瘤的可能性),葡萄糖水平为 9 mg/dL(50 mg/dL,提示胰腺粘液性囊性肿瘤的可能性)。同时,从穿刺处抽取少量囊液(∼3 mL)进行类器官培养(图 1D)。值得注意的是,从该病例中提取的类器官生长旺盛。血色素和伊红染色显示细胞核结构异常(图 1E)。CEA、TP53和MIK67的免疫组化染色以及MUC5AC的免疫染色均呈阳性结果(图1F,G)。由于急性胰腺炎反复发作,患者最终接受了手术切除,术后病理报告为胰腺粘液性囊腺瘤伴低度上皮内瘤变。这一差异引起了作者和我们医疗团队的担忧,促使我们质疑术后病理取样不完整是否会影响研究结果。我们请经验丰富的病理学家对更多蜡块进行了重新切片、染色和复查,最终在某些区域发现了高级别病变的证据(如图 1H 箭头所示),同时发现 MUC5AC 和 MKI67 染色阳性(图 1H)。这些发现证实了最初的类器官培养结果,确认了高级别上皮内瘤变的存在。此外,为了在分子水平上验证 X 号患者诊断的准确性,对约 3 mL 的囊液进行了 scRNA 序列分析。经过质控过滤后,保留了 10 565 个单细胞用于后续分析(图 2A)5。它们是成纤维细胞(COL1A1、COL3A1 和 DCN)、CD4T(CD3D、CD3E 和 CD4)、CD8T(CD3D、CD3E 和 CD8A)、B 细胞(CD79A 和 MS4A1)、血浆细胞(IGHA2 和 IGLC2)、巨噬细胞(C1QC、C1QB 和 C1QA)、单核细胞(FCN1 和 S100A8)、DC_CD1C(CD1C 和 CD1E)、DC_LAMP3(LAMP3 和 FSCN1)、增殖细胞(MKI67 和 TOP2A)以及重要的上皮细胞(EPCAM、KRT8 和 MUC5AC)组(图 2B)。上皮细胞的拷贝数变异(CNV)水平各不相同(图 2C)。基因组富集分析表明,CNV_low 组富集于细胞质翻译和多肽生物合成过程(图 2D)。scRNA-Seq 数据显示的 RNA 表达模式与蛋白质水平一致(图 2E)。这些发现与类器官数据一致,支持高级别上皮内瘤变而非低级别上皮内瘤变的诊断。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Organoid-driven diagrammatic devolution: Elevating precision in pancreatic cystic lesions diagnosis

Organoid-driven diagrammatic devolution: Elevating precision in pancreatic cystic lesions diagnosis

Dear Editor,

Pancreatic cystic lesions pose a diagnostic challenge. The accuracy of distinguishing low-grade from high-grade dysplasia is suboptimal, with the progression risk varying based on the types of cysts (simple retention cysts, pseudocysts and cystic neoplasms).1 Traditional imaging-based radiological approaches (computed tomography [CT] and magnetic resonance imaging [MRI]), endoscopic ultrasound (EUS)-guided fine needle aspiration, including analysis of cystic fluid components such as amylase, glucose, carcinoembryonic antigen (CEA) levels, liquid-based cytology and more recently molecular markers can enhance the diagnosis of pancreatic cystic lesions.2 Even though, there is a pressing need for a stable and accurate model that allows in-depth analysis of cell components of cystic lesions and reflects their behaviour. Organoids as 3D multicellular structures resemble features of their original tissue individually for self-organization and self-renewal.3, 4 Organoid-based longitudinal testing aids in monitoring translational diagnosis, disease progression, treatment response and adapting therapies. To enhance precision in diagnosing pancreatic cystic lesions, we collected cystic fluids for organoid culture, evaluating their growth phenotypes and molecular markers. The cell context of successfully constructed organoids was further validated by single-cell RNA sequencing (scRNA-Seq) (Figure 1A).

A comprehensive explanation of the methods is in the Supporting Information. A 34-year-old female (patient #X) complained of epigastric pain persisting for 5 years with recurrent pancreatitis. The CT data showed a pancreatic cystic lesion measuring 5 cm in diameter within the pancreatic body, raising suspicion of a pancreatic pseudocyst (Figure 1B). Subsequent enhanced MRI and contrast EUS suggested the lesion as a mucinous cystic neoplasm with enhanced mural nodules (Figure 1C). An EUS-guided fine needle aspiration was conducted and approximately 40 mL of cystic fluid was aspirated. The cystic fluid revealed amylase at a level of 165 328 U/L (>250 U/mL suggests the possibility of pancreatic pseudocyst), CEA level of 261.98 ng/mL (>192 ng/mL indicates the possibility of pancreatic mucinous cystic neoplasm) and glucose level of 9 mg/dL (<50 mg/dL suggests the possibility of pancreatic mucinous cystic neoplasm). Meanwhile, a small volume of cyst fluid (∼3 mL) from the puncture was performed for organoid culture (Figure 1D). Notably, organoids derived from this case exhibited robust growth. Haematoxylin and eosin staining highlighted abnormal structures in cell nuclei (Figure 1E). Immunohistochemical staining for CEA, TP53 and MIK67, as well as immunostaining for MUC5AC, all yielded positive results (Figure 1F,G). These staining data may confirm the diagnosis of this patient with high-grade intraepithelial neoplasia.

The patient eventually underwent surgical resection because of recurrent episodes of acute pancreatitis, and postoperative pathology reported pancreatic mucinous cystadenoma with low-grade intraepithelial neoplasia. This discrepancy raised concerns among the authors and our medical team, prompting us to question whether incomplete sampling during postoperative pathology could have influenced the findings. Experienced pathologists were consulted to re-slice, stain and review additional wax blocks, ultimately discovering evidence of high-grade lesions in certain areas (as indicated by arrows in Figure 1H), along with positive staining of MUC5AC and MKI67 (Figure 1H). These findings corroborated the initial organoid culture results, confirming the presence of high-grade intraepithelial neoplasia.

In addition, to validate the accuracy of diagnosis for patient #X at the molecular level, about 3 mL of cystic fluid was subjected to scRNA-Seq. After quality control filtering, 10 565 single cells were retained for subsequent analysis (Figure 2A).5 A total of 11 cell types were identified. They are fibroblast (COL1A1, COL3A1 and DCN), CD4T (CD3D, CD3E and CD4), CD8T (CD3D, CD3E and CD8A), B (CD79A and MS4A1), plasma (IGHA2 and IGLC2), macrophage (C1QC, C1QB and C1QA), monocyte (FCN1 and S100A8), DC_CD1C (CD1C and CD1E), DC_LAMP3 (LAMP3 and FSCN1), proliferation (MKI67 and TOP2A) cells and importantly an epithelial (EPCAM, KRT8 and MUC5AC) group (Figure 2B). The copy number variation (CNV) levels of epithelial cells vary (Figure 2C). Gene set enrichment analysis indicated that the CNV_low group was enriched in cytoplasmic translation and peptide biosynthetic processes (Figure 2D). The RNA expression patterns, as revealed by the scRNA-Seq data, showed concordance with the protein levels (Figure 2E). These findings align with the organoid data, supporting the diagnosis of high-grade over low-grade intraepithelial neoplasia.

We expanded our study by including three additional patients with pancreatic cystic liquid to assess the viability of organoid technology as a novel and functionally advanced diagnostic approach for this disease. Pancreatic cystic liquid from patients #Y and #Z diagnosed with high-grade intraepithelial neoplasia underwent organoid culture, and organoids were promptly observed (Figure 3A). In contrast, cystic liquid from patient #a with low-grade culture did not yield organoids (Figure 3B). This finding is in concordance with scRNA-Seq data, indicating the absence of epithelial cells (Figure 3C). The dominant populations in the cystic fluid were identified as CD4T, CD8T and macrophages. These organoids provide a comprehensive view of pancreatic cystic lesions, crucial for diagnosing their grade.

Here, we collect pancreatic cystic fluid and culture it to generate organoids. This methodology helps to functionally validate the distinction between cystic lesions with low-grade and patients with high-grade dysplasia, thereby aiding subsequent pathological diagnoses. The advent of organoid formation presents an innovative avenue that may usher in a paradigm shift in diagnosing pancreatic cystic lesions.

Conceptualisation: Dongxi Xiang. Methodology: Fei Jiang, Dongyan Cao and Hui Jiang. Software: Dongyan Cao and Dongxi Xiang. Investigation: Zhendong Jin, Yingbin Liu and Dongxi Xiang. Formal analysis: Fei Jiang, Dongyan Cao and Gengming Niu. Writing—original draft: Fei Jiang, Dongyan Cao and Dongxi Xiang. Writing—review and editing: Dongxi Xiang. Visualisation: Fei Jiang and Dongyan Cao. Funding acquisition: Dongxi Xiang. Resources: Zhendong Jin, Yingbin Liu and Dongxi Xiang. Supervision: Dongxi Xiang.

Dr. Gengming Niu is an employee of Shanghai OneTar Biomedicine. The remaining authors declare they have no conflicts of interest.

All patients signed the informed consent forms and the study was approved by Renji Hospital Ethics Committee of Shanghai Jiaotong University School of Medicine (no. KY2023-034-B).

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