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Ma X, Zhang L, Lu J, Xu P, Liu L, Zeng M, Zhou J, Cai S, Shen M. Development and validation of ADC-based nomogram model for predicting the prognostic factors in preoperative clinical early-stage cervical cancer patients. Abdom Radiol (NY) 2025:10.1007/s00261-025-04944-6. [PMID: 40232415 DOI: 10.1007/s00261-025-04944-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2025] [Revised: 03/18/2025] [Accepted: 04/07/2025] [Indexed: 04/16/2025]
Abstract
PURPOSE To investigate the feasibility of ADC-based nomogram models for predicting cervical cancer (CC) subtype, lymphovascular space invasion (LVSI) and lymph node metastases (LNM) status in preoperative clinical early-stage CC patients. MATERIALS AND METHODS A total of 535 CC patients from three independent centers [center A (n = 251) for model training, and centers B (n = 193) and C (n = 91) for external validation] were included. Volumetric ADC histogram metrics (volume, minADC, meanADC, maxADC, skewness, kurtosis, entropy, P10_ADC, P25_ADC, P50_ADC, P75_ADC, and P90_ADC) derived the whole-tumor were calculated. Univariate and multivariate analyses were used to screen the independent predictors and develop nomogram models, with the area under the receiver operating characteristic curve (AUC) for predicting performance estimation. RESULTS In differentiating adenosquamous carcinoma (ASC)/adenocarcinoma (AC) from squamous cell carcinoma (SCC), the independent predictors of P25_ADC, SCC antigen (SCC-Ag), and CA199 constructed the nomogram_1 model, with AUCs of 0.900 and 0.873 in training and validation sets, respectively. In differentiating AC from ASC, the independent predictors of P50_ADC and SCC-Ag constructed the nomogram_2 model, with AUCs of 0.837 and 0.829 in training and validation sets, respectively. Tumor volume is the only independent predictor of LVSI(+) and LNM(+), with AUCs of 0.608 and 0.694 in the training set, and 0.553 and 0.656 in the validation set, respectively. CONCLUSION The ADC-based nomogram models can effectively predict the CC subtypes, but might be insufficient in predicting the LVSI and LNM status in preoperative clinical early-stage patients.
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Affiliation(s)
- Xiaoliang Ma
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Lu Zhang
- Department of Radiology, People's Hospital of Jiaozuo City, Jiaozuo, China
| | - Jingjing Lu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Pengju Xu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Liheng Liu
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Mengsu Zeng
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China
| | - Jianjun Zhou
- Department of Radiology, Zhongshan Hospital (Xiamen Branch), Fudan University, Xiamen, China
| | - Songqi Cai
- Department of Radiology, Zhongshan Hospital, Fudan University, Shanghai, China.
| | - Minhua Shen
- Department of Radiology, Obstetrics and Gynecology Hospital, Fudan University, Shanghai, China.
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Lu C, Zhu W, Han X, Du X, Zhang H, Yao Q, Liu T, Zhang C. Clinicopathological characteristics of invasive stratified mucinous carcinoma of the cervix and the expression and clinical significance of SLC7A11, SLC3A2 and PD-L1. Front Oncol 2024; 14:1492498. [PMID: 39807126 PMCID: PMC11725564 DOI: 10.3389/fonc.2024.1492498] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2024] [Accepted: 12/11/2024] [Indexed: 01/16/2025] Open
Abstract
Introduction Invasive Stratified Mucin-producing Carcinoma (ISMC) of the cervix is a newly named cervical adenocarcinoma associated with Human Papilloma virus (HPV). Due to its relative rarity, clinical data, pathological features, and molecular characteristics of ISMC are still under exploration. This study aims to retrospectively analyze the clinical data and pathological features of ISMC patients, summarizing the clinical and pathological morphological characteristics of ISMC. Immunohistochemistry for SLC7A11, SLC3A2, and PD-L1 will be performed on tumor tissues from ISMC patients to preliminarily explore potential therapeutic targets for ISMC. Methods We retrospectively reviewed the electronic medical records and pathological slides of 22 ISMC patients, and performed immunohistochemical staining for solute carrier family 7 member 11 (SLC7A11), solute carrier family 3 member 2 (SLC3A2), and programmed death-ligand 1 (PD-L1). Results The patients were aged between 31 and 70 years old. The most common symptoms were abnormal vaginal bleeding and unusual vaginal discharge. HPV testing indicated that the infection rate of HPV type 18 was the highest. All patients underwent extensive hysterectomy and pelvic lymph node dissection. The progression-free survival (PFS) ranged from 3 to 112 months, with a postoperative recurrence rate of 22.7% (5/22). ISMC exhibited diverse characteristic microstructures. Immunohistochemistry results showed that the positive rates of SLC7A11 and SLC3A2 were both 91.0% (20/22). The staining intensity of SLC7A11 in frequent ISMC recurrence cases was significantly stronger than in non-recurrent ISMC cases. PD-L1 positivity was observed in 86.4% (19/22) of cases, defined as having a Combined Positive Score(CPS)≥1. Discussion ISMC demonstrates a high rate of lymph node metastasis and a high recurrence rate, indicating strong invasiveness. Additionally, ISMC exhibits a wide morphological spectrum. SLC7A11, SLC3A2, and PD-L1 are all highly expressed in ISMC tissues. The high expression of SLC7A11 may indicate a high recurrence rate for ISMC. Immunotherapy with checkpoint inhibitors and iron death-related treatments show potential in the treatment of ISMC, with SLC7A11, SLC3A2, and PD-L1 serving as potential therapeutic targets for ISMC.
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Affiliation(s)
- Changyu Lu
- The Affiliated Hospital of Qingdao University, Qingdao, China
- Qilu Hospital, Shandong University, Jinan, China
| | - Wei Zhu
- The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiahui Han
- The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Xiuzhen Du
- The Second Affiliated Hospital of Shandong First Medical University, Tai’an, China
| | - Hui Zhang
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, Jinan, China
| | - Qin Yao
- The Affiliated Hospital of Qingdao University, Qingdao, China
| | - Ting Liu
- Department of Obstetrics and Gynecology, Qilu Hospital, Shandong University, Jinan, China
| | - Ce Zhang
- Shandong Second Medical University, Weifang, China
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Zhao Q. Application and clinical efficacy of comprehensive nursing intervention in pelvic floor and bladder function recovery post-cervical cancer surgery. Pak J Med Sci 2024; 40:2287-2292. [PMID: 39554685 PMCID: PMC11568732 DOI: 10.12669/pjms.40.10.9271] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2023] [Revised: 07/12/2024] [Accepted: 08/05/2024] [Indexed: 11/19/2024] Open
Abstract
Objective To evaluate the clinical efficacy of comprehensive nursing intervention in pelvic floor and bladder function recovery post-cervical cancer surgery. Method This was a retrospective study. A total of 120 patients with cervical cancer undergoing radical surgery at Tangshan People's Hospital from June 2021 to June 2023 were randomly divided into two groups (n=60 cases each group). The control group received routine nursing intervention, while the study group was provided with comprehensive nursing intervention. Comparative analysis was conducted on clinical indicators, postoperative complications, bladder and pelvic floor function recovery, and patient satisfaction before and after intervention in both groups. Result In the study group, ambulation time, gastrointestinal function recovery, duration of postoperative drainage tube placement, oral diet resumption time, duration of postoperative vaginal bleeding, and length of hospital stay were significantly shorter than in the control group (all p< 0.05). Bladder function recovery in the study group was superior to that in the control group (p< 0.05). The study group showed lower scores for anorectal disorders, urogenital disorders, and pelvic organ prolapse than the control group (p< 0.05, respectively). Patient satisfaction was 100% in the study group and 85% in the control group, suggesting a statistically significant difference between the two groups (p< 0.05). Conclusion Comprehensive nursing intervention deserve to be promoted as it can accelerate postoperative clinical recovery, reduce the incidence of surgical complications, improve pelvic floor and bladder function post-cervical cancer surgery, and enhance patient satisfaction with care.
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Affiliation(s)
- Qiang Zhao
- Qiang Zhao, Department of Gynaecology and Obstetrics, Tangshan People’s Hospital, Tangshan 063000, Hebei, China
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Chalif J, Kistenfeger Q, Fulton J, Morton M, DeVengencie I, Weldemichael W, Vazzano J, O'Malley DM, Chambers LM. Diagnosis and management of gastric-type endocervical adenocarcinoma: A case report and review of the literature. Gynecol Oncol 2024; 185:165-172. [PMID: 38428332 DOI: 10.1016/j.ygyno.2024.02.024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 02/13/2024] [Accepted: 02/18/2024] [Indexed: 03/03/2024]
Abstract
Gastric-type endocervical adenocarcinoma (GEA), a rare subtype of cervical cancer, has garnered increasing attention recently for its distinctive histopathological features, unique classification, genetic characteristics, and variable clinical outcomes compared to squamous cell and adenocarcinoma subtypes. Historically, GEA has evolved from a poorly understood entity to a distinct subtype of cervical adenocarcinoma, only recently recognized in the 2020 World Health Organization (WHO) classification. Accordingly, characteristic morphological features define GEA, shedding light on the diagnostic challenges and potential misclassification that can occur in clinical practice. Genetic alterations, including KRAS, ARID1A, and PIK3CA mutations, play a pivotal role in the development and progression of GEA. This article reviews a case of GEA and aims to provide a contemporary overview of the genetic mutations and molecular pathways implicated in GEA pathogenesis, highlighting potential therapeutic targets and the prospects of precision medicine in its management. Patients with GEA have variable clinical outcomes, with some exhibiting aggressive behavior while others follow a more indolent course. This review examines the factors contributing to this heterogeneity, including stage at diagnosis, histological grade, and genetic alterations, and their implications for patient prognoses. Treatment strategies for GEA remain a topic of debate and research. Here, we summarize the current therapeutic options, including surgery, radiation therapy, and chemotherapy, while also exploring emerging approaches, such as targeted therapies and immunotherapy. This article provides a comprehensive overview of GEA, synthesizing current knowledge from historical perspectives to contemporary insights, focusing on its classification, genetics, outcomes, and therapeutic strategies.
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Affiliation(s)
- Julia Chalif
- Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute, Columbus, OH, USA.
| | - Quinn Kistenfeger
- Division of Obstetrics & Gynecology, The Ohio State University, Columbus, OH, USA
| | - Jessica Fulton
- Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - Molly Morton
- Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | | | - Wegahta Weldemichael
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - Jennifer Vazzano
- Department of Pathology, The Ohio State University Wexner Medical Center, Columbus, OH, USA
| | - David M O'Malley
- Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
| | - Laura M Chambers
- Division of Gynecologic Oncology, The Ohio State University Comprehensive Cancer Center - James Cancer Hospital and Solove Research Institute, Columbus, OH, USA
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Almorox L, Antequera L, Rojas I, Herrera LJ, Ortuño FM. Gene Expression Analysis for Uterine Cervix and Corpus Cancer Characterization. Genes (Basel) 2024; 15:312. [PMID: 38540371 PMCID: PMC10970626 DOI: 10.3390/genes15030312] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2024] [Revised: 02/23/2024] [Accepted: 02/26/2024] [Indexed: 06/14/2024] Open
Abstract
The analysis of gene expression quantification data is a powerful and widely used approach in cancer research. This work provides new insights into the transcriptomic changes that occur in healthy uterine tissue compared to those in cancerous tissues and explores the differences associated with uterine cancer localizations and histological subtypes. To achieve this, RNA-Seq data from the TCGA database were preprocessed and analyzed using the KnowSeq package. Firstly, a kNN model was applied to classify uterine cervix cancer, uterine corpus cancer, and healthy uterine samples. Through variable selection, a three-gene signature was identified (VWCE, CLDN15, ADCYAP1R1), achieving consistent 100% test accuracy across 20 repetitions of a 5-fold cross-validation. A supplementary similar analysis using miRNA-Seq data from the same samples identified an optimal two-gene miRNA-coding signature potentially regulating the three-gene signature previously mentioned, which attained optimal classification performance with an 82% F1-macro score. Subsequently, a kNN model was implemented for the classification of cervical cancer samples into their two main histological subtypes (adenocarcinoma and squamous cell carcinoma). A uni-gene signature (ICA1L) was identified, achieving 100% test accuracy through 20 repetitions of a 5-fold cross-validation and externally validated through the CGCI program. Finally, an examination of six cervical adenosquamous carcinoma (mixed) samples revealed a pattern where the gene expression value in the mixed class aligned closer to the histological subtype with lower expression, prompting a reconsideration of the diagnosis for these mixed samples. In summary, this study provides valuable insights into the molecular mechanisms of uterine cervix and corpus cancers. The newly identified gene signatures demonstrate robust predictive capabilities, guiding future research in cancer diagnosis and treatment methodologies.
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Affiliation(s)
| | | | - Ignacio Rojas
- Department of Computer Engineering, Automatics and Robotics, C.I.T.I.C., University of Granada, Periodista Rafael Gómez Montero, 2, 18014 Granada, Spain; (L.A.); (L.A.); (L.J.H.); (F.M.O.)
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Ng JKM, Li JJX. Keratinization in atypical glandular cell clusters as a cytological clue to endometrioid carcinoma on cervical cytology. Cytopathology 2024; 35:131-135. [PMID: 37950528 DOI: 10.1111/cyt.13330] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2023] [Revised: 09/17/2023] [Accepted: 10/23/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION Specific diagnosis of endometrial carcinomas on cervical cytology is difficult with few useful cytomorphological clues reported. This study reviews a cohort of cervical cytology to investigate the presence of keratinization in atypical glandular cells (AGC), an undescribed cytomorphological clue for identifying endometrial endometrioid carcinomas on cervical cytology. METHODS Cervical cytology slides from patients with a histologic diagnosis of endometrial endometrioid carcinoma were reviewed for the presence of keratinization associated with AGCs. Corresponding histology slides were reviewed for tumour grading and degree of squamous differentiation. RESULTS In total, 42 cases of cervical cytology specimens from 41 patients were retrieved, including 7 (16.7%) with keratinization associated with AGCs seen and 35 (83.3%) without. Comparison of histologic grading did not demonstrate an association with the presence of keratinization on cytology (p = 0.565). Corresponding histology slides were available for 37 cases. Cytologic and histologic keratinization were associated statistically (p = 0.002). Frank keratinization was seen on histologic slides of five cases, with four also showing cytologic keratinization. Area of squamous differentiation, including squamous morule formation, did not correlate with keratinization on cytologic preparation (p = 0.185). CONCLUSION Histologic and cytologic keratinization are observed in endometrioid endometrial carcinomas. Such is reflected in cervical cytology by the presence of orangeophilic, rigid and acellular fragments within or associated with AGC clusters. Keratinization, when identified with AGCs, should be regarded as a cytologic clue suggestive of an endometroid carcinoma of endometrial origin.
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Affiliation(s)
- Joanna K M Ng
- Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Joshua J X Li
- Department of Anatomical and Cellular Pathology, Prince of Wales Hospital, The Chinese University of Hong Kong, Hong Kong, Hong Kong
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Stolnicu S, Allison D, Patrichi A, Flynn J, Iasonos A, Soslow RA. Invasive Squamous Cell Carcinoma of the Cervix: A Review of Morphological Appearances Encountered in Human Papillomavirus-associated and Papillomavirus-independent Tumors and Precursor Lesions. Adv Anat Pathol 2024; 31:1-14. [PMID: 37638549 PMCID: PMC10841279 DOI: 10.1097/pap.0000000000000411] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/29/2023]
Abstract
Cervical cancer is the fourth most common cancer among women globally. Historically, human papillomavirus (HPV) infection was considered necessary for the development of both precursor and invasive epithelial tumors of the cervix; however, studies in the last decade have shown that a significant proportion of cervical carcinomas are HPV-independent (HPVI). The 2020 World Health Organization (WHO) Classification of Female Genital Tumors separates both squamous cell carcinomas (SCCs) and endocervical adenocarcinomas (ECAs) by HPV status into HPV-associated (HPVA) and HPVI tumors. The classification further indicates that, in contrast to endocervical adenocarcinomas, HPVI and HPVA SCCs cannot be distinguished by morphological criteria alone and suggests that HPV testing or correlates thereof are required for correct classification. Moreover, while HPVA SCC precursor lesions (ie, high-grade squamous intraepithelial lesion) are well known and characterized, precursors to HPVI SCCs have only been described recently in a small number of cases. We studied 670 cases of SCCs from the International Squamous Cell Carcinoma Project (ISCCP) to analyze the reproducibility of recognition of invasive SCC growth patterns, presence of lymphovascular space invasion, tumor grade, and associations with patient outcomes. Consistent with previous studies, we found histologic growth patterns and tumor types had limited prognostic implications. In addition, we describe the wide morphologic spectrum of HPVA and HPVI SCCs and their precursor lesions, including tumor growth patterns, particular and peculiar morphologic features that can lead to differential diagnoses, and the role of ancillary studies in the diagnosis of these tumors.
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Affiliation(s)
- Simona Stolnicu
- Department of Pathology, University of Medicine, Pharmacy, Sciences and Technology “Gh E Palade” of Targu Mures, Targu Mures, Romania
| | - Douglas Allison
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Andrei Patrichi
- Department of Pathology, University of Medicine, Pharmacy, Sciences and Technology “Gh E Palade” of Targu Mures, Targu Mures, Romania
| | - Jessica Flynn
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Alexia Iasonos
- Department of Epidemiology and Biostatistics, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Robert A Soslow
- Department of Pathology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
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