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He Z, Cao J, Wang X, Yang S, Gao H, Yu Y, Di Z, Peng C. Single-cell analyses unravel ecosystem dynamics and intercellular crosstalk during gallbladder cancer malignant transformation. Hepatol Commun 2025; 9:e0697. [PMID: 40377484 PMCID: PMC12088638 DOI: 10.1097/hc9.0000000000000697] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/25/2025] [Accepted: 03/04/2025] [Indexed: 05/18/2025] Open
Abstract
BACKGROUND Gallbladder cancer (GBC) is a rare but aggressive malignancy, often detected late due to early asymptomatic stages. Understanding cellular and molecular changes from normal tissue to high-grade intraepithelial neoplasia (HGIN) and invasive GBC is vital for identifying early biomarkers and therapeutic targets. METHODS We performed single-cell RNA sequencing on 98,113 cells derived from 2 normal adjacent tissues (NAT), 2 HGIN, and 6 GBC samples. The cellular diversity and heterogeneity, particularly within epithelial and immune cell populations in NAT-HGIN-GBC, were investigated utilizing single-cell RNA sequencing, bulk RNA sequencing (bulk RNA-seq), and 10 machine learning methodologies. Furthermore, the intercellular crosstalk between epithelial cells and tumor immune microenvironment cells was examined and validated through multiplex immunofluorescence staining. RESULTS The constructed cell atlas elucidated alterations in the immune landscape across various states of NAT-HGIN-GBC, highlighting a more pronounced inhibitory immune microenvironment in GBC. The epithelial subtype TOP2A+ Epi is markedly elevated in GBC and is correlated with a poor prognosis. Key genes associated with this subtype may include GMNN, CYTOR, KLK6, and BIRC5. Similarly, immunosuppressive macrophages, identified as TOP2A+ Macro, also increase along the NAT-HGIN-GBC sequence and are linked to reduced patient survival. Furthermore, TOP2A+ Macro and CD8+ exhausted T cells (CD8+ Tex) engage in intercellular communication with epithelial TOP2A+Epi cells via the TWEAK/FN14 signaling pathway, thereby promoting tumor progression and immune evasion in GBC. The findings were further corroborated through multiplex immunofluorescence staining conducted on specimens from patients. CONCLUSIONS This study elucidates significant alteration in the cellular ecosystems and intercellular signaling within the tumor immune microenvironment across the NAT-HGIN-GBC sequence. It identifies TOP2A, TWEAK, and FN14 as potential biomarkers and therapeutic targets for GBC.
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Affiliation(s)
- Zhaobin He
- Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
| | - Jianqiang Cao
- Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
| | - Xiqiang Wang
- Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
| | - Shengbiao Yang
- Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
| | - Huijie Gao
- Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
| | - Yongzhe Yu
- Department of Geriatric Medicine, Qilu Hospital of Shandong University, Jinan, Shandong Province, China
| | - Zequn Di
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
- Department of Clinical Medicine, School of Basic Medical Sciences Nanchang University, Nanchang, Jiangxi Province, China
| | - Cheng Peng
- Department of Hepatobiliary Surgery, Qilu Hospital, Shandong University, Jinan, Shandong Province, China
- Department of Hepatobiliary Minimally Invasive Surgery, Shandong University Institute of Endoscopic Minimally Invasive Surgery, Jinan, Shandong Province, China
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Nakanuma Y, Kakuda Y, Sato Y, Fukushima M, Sugino T. Pathologic significance of peribiliary capillary plexus in gallbladder neoplasm. Hum Pathol 2024; 146:86-94. [PMID: 38615999 DOI: 10.1016/j.humpath.2024.04.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 04/04/2024] [Accepted: 04/09/2024] [Indexed: 04/16/2024]
Abstract
AIMS Significance of peribiliary capillary plexus (PCP) in gallbladder neoplasms remains unclear. Aims are to characterize high-grade biliary intraepithelial neoplasm (BilIN), pyloric gland adenoma (PGA), and intracholecystic papillary neoplasm (ICPN), precursors of gallbladder carcinoma, and to differentiate invasive carcinoma from pseudo-invasive lesions in gallbladder walls, referring to PCP. MATERIALS AND METHODS High-grade BilIN (38 cases), PGA (5 cases), and ICPN (25 cases) were examined using capillary immunostaining. Non-neoplastic gallbladders were used as controls. RESULTS In non-neoplastic gallbladders, a single layer of regularly dotted capillaries (PCP) was located beneath lining epithelia and around non-neoplastic glands (NNGs), including Rokitansky-Aschoff sinus (RAS), presenting a two-layer of lining epithelia and PCP. Intra-luminal components of all cases of high-grade BilIN and PGA and one-third of ICPNs presented a two-layer pattern. In the remaining ICPNs, capillaries were irregular and sparse in intraluminal neoplastic components presenting irregular and complicated lesions. Neoplastic glands in gallbladder walls of high-grade BilIN and ICPN were classifiable into 2 types: glands that were underlain by densely dotted capillaries and those that were not, with the latter suggestive of invasive carcinoma, while the former suggestive of non-invasive neoplasms involving NNGs intraepithelially and/or showing an expanding growth into gallbladder wall (pseudo-invasion). CONCLUSION A two-layer pattern of lining epithelia and underlining capillaries were preserved in all cases of high-grade BilIN and PGA and one-third of ICPN cases. Presence or absence of dotted capillaries around neoplastic glands may be able to be added as a new pathologic feature to differentiate invasive carcinomas from pseudo-invasion in gallbladder wall.
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Affiliation(s)
- Yasuni Nakanuma
- Division of Pathology, Shizuoka Cancer Center, Shizuoka, Japan; Department of Diagnostic Pathology, Fukui Prefecture Saiseikai Hospital, Fukui, Japan.
| | - Yuko Kakuda
- Division of Pathology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yasunori Sato
- Department of Human Pathology, Kanazawa University Graduate School of Medicine, Kanazawa, Japan
| | - Mana Fukushima
- Department of Tumor Pathology, Faculty of Medical Sciences, University of Fukui, Fukui, Japan
| | - Takashi Sugino
- Division of Pathology, Shizuoka Cancer Center, Shizuoka, Japan
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Nakanuma Y, Sugino T, Kakuda Y, Nomura Y, Watanabe H, Terada T, Sato Y, Ohnishi Y, Fukumura Y. Pathological survey of precursor lesions in cholangiocarcinoma. JOURNAL OF HEPATO-BILIARY-PANCREATIC SCIENCES 2023. [PMID: 36707055 DOI: 10.1002/jhbp.1308] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/20/2022] [Revised: 12/27/2022] [Accepted: 01/17/2023] [Indexed: 01/29/2023]
Abstract
BACKGROUND To clarify the pathological significance of two precursors (high-grade biliary intraepithelial neoplasm [BilIN] and intraductal papillary neoplasm of bile duct [IPNB]) in cholangiocarcinomas (CCAs). METHODS Ninety-one cases of CCA (47 distal CCAs [dCCAs], 31 perihilar CCAs [pCCAs] and 13 intrahepatic CCAs of large duct type [LD-iCCAs]) were examined for their association with precursors. Neoplastic intraepithelial lesions without underlying infiltrating carcinoma in the surrounding mucosa of CCAs were considered to reflect high-grade BilIN. High-grade BilIN and IPNB were subdivided into gastric, biliary, intestinal and oncocytic subtypes, while CCAs were subdivided into gastrobiliary, intestinal and oncocytic subtypes. The postoperative overall survival (OS) was examined. RESULTS Fifty-four and 8 of 91 CCAs were associated with high-grade BilIN and IPNB, respectively, while these precursors were unidentifiable in the remaining CCAs. A majority of CCAs were of the gastrobiliary subtype, while the intestinal subtype was occasionally detected, and the oncocytic subtype was rare. CCAs with high-grade BilIN showed a similar postoperative OS to CCAs without precursors, while CCAs with IPNB showed a favorable postoperative OS compared to CCAs without precursors. CONCLUSIONS CCAs were frequently associated with precursors; high-grade BilIN may be a major precursor and IPNB a minor one. CCAs with IPNB showed a favorable postoperative OS compared to CCAs with high-grade BilIN.
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Affiliation(s)
- Yasuni Nakanuma
- Department of Diagnostic Pathology, Shizuoka Prefectural Cancer Center, Shizuoka, Japan.,Department of Diagnostic Pathology, Fukui Prefecture Saiseikai Hospital, Fukui, Japan
| | - Takashi Sugino
- Department of Diagnostic Pathology, Shizuoka Prefectural Cancer Center, Shizuoka, Japan
| | - Yuko Kakuda
- Department of Diagnostic Pathology, Shizuoka Prefectural Cancer Center, Shizuoka, Japan
| | - Yoshikatsu Nomura
- Internal Medicine, Fukui Prefecture Saiseikai Hospital, Fukui, Japan
| | - Hiroyuki Watanabe
- Internal Medicine, Fukui Prefecture Saiseikai Hospital, Fukui, Japan
| | - Takuro Terada
- Department of Hepatobiliary-Pancreatic Surgery, Fukui Prefecture Saiseikai Hospital, Fukui, Japan
| | - Yasunori Sato
- Department of Human Pathology, Kanazawa University School of Medicine, Kanazawa, Japan
| | - Yoshifumi Ohnishi
- Department of Internal Medicine, Shizuoka Medical Center, Shizuoka, Japan
| | - Yuki Fukumura
- Department of Human Pathology, Juntendo University School of Medicine, Tokyo, Japan
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Nakanuma Y, Sugino T, Kakuda Y, Uesaka K, Okamura Y, Nomura Y, Watanabe H, Terada T, Sato Y, Sinimzu S, Ohnishi Y, Fukumura Y. Intraepithelial involvement of non-neoplastic glands in papillary preinvasive neoplasms of the biliary tract: a potential diagnostic pitfall. Hum Pathol 2023; 131:98-107. [PMID: 36370824 DOI: 10.1016/j.humpath.2022.11.001] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/24/2022] [Revised: 10/02/2022] [Accepted: 11/04/2022] [Indexed: 11/11/2022]
Abstract
Intracholecystic papillary neoplasms of the gallbladder (ICPN) and intraductal papillary neoplasms of the bile duct (IPNB) show intramural neoplastic growths in addition to intraluminal papillary or polypoid neoplastic growth. Such intramural growths include intraepithelial involvement of non-neoplastic glands by preinvasive neoplastic epithelia (glandular involvement) as well as stromal invasive carcinoma. A total of 29 ICPN cases and 84 IPNB cases were pathologically examined for their glandular involvement. Glandular involvement was characterized by intramural neoplastic glands (1) showing cytological and phenotypical similarities to intraluminal preinvasive papillary neoplasms and (2) showing reminiscent configurations of non-neoplastic glands, such as (i) a mixture of preinvasive neoplastic epithelia and non-neoplastic epithelia within the same glands, (ii) neoplastic glands close to or within clustered non-neoplastic glands, or (iii) continuous growth of intraluminal preinvasive neoplastic glands into the walls. Such glandular involvement was found in 16 of 29 ICPN and 48 of 84 IPNB, and 15 of the former and 28 of the latter were not associated with invasive carcinoma. Non-invasive ICPN and IPNB with glandular involvement showed a favorable postoperative overall survival (OS). Glandular involvement by preinvasive neoplastic epithelia was frequently found in ICPN and IPNB. Such lesions may be diagnostic pitfalls in ICPN and IPNB referring to invasion. Glandular involvement without invasive carcinoma was not associated with an unfavorable postoperative OS in ICPN and IPNB. Recognition of glandular involvement may thus prevent overestimation of invasive carcinoma in ICPN and IPNB.
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Affiliation(s)
- Yasuni Nakanuma
- Department of Diagnostic Pathology, Shizuoka Cancer Center, Shizuoka, Japan; Department of Diagnostic Pathology, Fukui Prefecture Saiseikai Hospital, Japan.
| | - Takashi Sugino
- Department of Diagnostic Pathology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yuko Kakuda
- Department of Diagnostic Pathology, Shizuoka Cancer Center, Shizuoka, Japan
| | - Katsuhiko Uesaka
- Department of Hepatobiliary Pancreatic Surgery, Shizuoka Cancer Center, Shizuoka, Japan
| | - Yasuyuki Okamura
- Department of Surgery, Nihon University School of Medicine, Tokyo, Japan
| | | | | | - Takuro Terada
- Department of Hepatobiliary-Pancreatic Surgery, Fukui Prefecture Saiseikai Hospital, Fukui, Japan
| | - Yasunori Sato
- Department of Human Pathology, Kanazawa University School of Medicine, Kanazawa, Japan
| | - Shinichiro Sinimzu
- Department of Diagnostic Pathlogy, Funahashi Municipal Medical Center, Funahashi, Japan
| | - Yoshifumi Ohnishi
- Department of Internal Medicine, Shizuoka Medical Center, Shizuoka, Japan
| | - Yuki Fukumura
- Department of Human Pathology, Juntendo University School of Medicine, Tokyo, Japan
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