← Back to all signals
RESEARCH PAPER ANALYSIS

CK7-positive hepatocellular carcinoma represents a distinct subtype: a retrospective cohort study.

AI interpretation is pending for this paper.

Open original publication →
PMID41981525
JournalBMC cancer
Publication Date2026-04-14
Ingested2026-08-02 12:06 AM
EXECUTIVE SUMMARY

What the AI sees

Not AI summarized yet.

WHY IT MATTERS

Research significance

Pending deeper interpretation.

ABSTRACT

Source abstract

BACKGROUND: Hepatocellular carcinoma (HCC) remains a common and highly lethal malignancy worldwide, with a substantial and persistent disease burden. Although systemic therapies have advanced in recent years, overall prognosis is still far from satisfactory, reflecting the pronounced heterogeneity of HCC and the incomplete understanding of its key molecular drivers. Cytokeratin 7 (CK7), a marker related to biliary epithelium and hepatic progenitor–cell lineage, is routinely applied in diagnostic pathology and contributes to phenotypic classification of liver tumors. In particular, CK19-positive HCC has been recognized as a distinct subtype characterized by more aggressive behavior, higher risks of early recurrence and metastasis, and unfavorable survival outcomes. Ki-67 (Ki67), a widely used indicator of proliferative activity, has likewise been associated with tumor progression and poor prognosis in HCC. Against this background, we sought to delineate the clinicopathological features and outcomes of CK7-positive HCC using readily available clinical data, and to examine these patterns in relation to CK19 and Ki67 expression, thereby generating clinically grounded clues for mechanistic inference and future precision-oriented research. METHODS: This single-center retrospective cohort study included patients who underwent hepatectomy at Guangxi Medical University Cancer Hospital between 2014 and 2021 and had postoperative pathological confirmation of HCC. Among 1,992 eligible cases, 1,668 patients with complete CK7/CK19/Ki-67 immunohistochemical data and key clinicopathological variables constituted the complete-case analysis cohort. Data were extracted on demographics; exposure-related factors (e.g., alcohol use and consumption of raw fish dishes- used here as a proxy for potential biliary/parasitic exposure); liver function and cirrhosis-associated variables (Child–Pugh class, phenotypes suggestive of portal hypertension, splenomegaly, etc.); tumor burden and stage (maximum tumor diameter, tumor number, and BCLC stage); pathological features of invasiveness (including microvascular invasion and the presence of portal vein and/or bile duct tumor thrombus); and follow-up outcomes, including overall survival (OS), recurrence-free survival (RFS), and distant metastasis-free survival (DMFS). Immunohistochemical staining for CK7, CK19, and Ki67 was dichotomized as negative/positive according to prespecified cutoffs. Continuous variables were compared using Student’s t test or Welch’s t test for approximately normally distributed data, and the Wilcoxon rank-sum test otherwise. Categorical variables were analyzed with the chi-square test or Fisher’s exact test, as appropriate. Odds ratios (ORs) with 95% confidence intervals (CIs) were reported for binary outcomes. Survival was assessed using Kaplan–Meier estimates and log-rank tests; Cox proportional hazards models were fitted for univariable and multivariable analyses, with adjustment for clinically relevant confounders (including age, Child–Pugh class, and portal hypertension), and hazard ratios (HRs) with 95% CIs were reported. RESULTS: Among the 1,668 patients included in the complete-case analysis, positivity rates for CK7, CK19, and Ki-67 were 19.8%, 23.6%, and 81.8%, respectively. CK7 positivity was associated with a history of alcohol use (OR 1.73, 95% CI 1.35–2.21; P < 0.001) and consumption of raw fish dishes (OR 1.52, 95% CI 1.18–1.97; P = 0.001), and was inversely associated with HBsAg positivity (OR 0.70, 95% CI 0.50–0.98; P = 0.044). Clinically, CK7-positive tumors were characterized by lower AFP levels (P < 0.001), modestly higher triglyceride and total bilirubin levels (P = 0.033 and P = 0.029), and a tendency toward smaller maximum tumor diameter (P = 0.001; P < 0.001 in the single-tumor subset), whereas the proportion of multifocal disease did not differ (P = 0.762). In outcome analyses, CK7 positivity was not associated with recurrence-free survival (RFS), distant metastasis–free survival (DMFS), or overall survival (OS) (RFS HR 1.04; DMFS HR 0.97; OS HR 1.01; all P > 0.05). In contrast, CK19 positivity was enriched among patients with anti-HCV positivity (OR 2.93, 95% CI 1.24–6.96; P = 0.018) and was linked to more advanced stage and invasive features, including portal vein tumor thrombus (PVTT), microvascular invasion (MVI), and metastasis, and consistently predicted poorer RFS/DMFS/OS. Similarly, Ki-67 positivity was significantly associated with adverse tumor biology and inferior survival outcomes. CONCLUSION: Using routinely available clinical data, we provide a panoramic characterization of HCC spanning putative exposures, phenotypic stratification, tumor aggressiveness, and clinical outcomes. CK7-positive HCC displayed a clinicopathological and prognostic profile distinct from the CK19-positive subtype, suggesting that CK7 expression may denote a biologically discrete subset with a different etiologic trajectory. These findings offer a clinically grounded rationale for mechanistic studies and the development of subtype-tailored intervention strategies.

SUPPORTING PAPER SET

32 more papers to review

Ranked by current scoring engine
1 Beginning Restorative Activities Very Early: A Quality Improvement Project to Advance ABCDEF Bundle Practice in a Pediatric Oncology Intensive Care Unit. Pediatric reports 63.9 2 Developing Odontoma with Radiolucency in the Maxillary Right Second Molar. Reports (MDPI) 56.4 3 A New Horizon: Expanding the Access and Impact of Psychosocial Oncology-8-9 June 2026, 41st Annual CAPO Conference. Current oncology (Toronto, Ont.) 61.9 4 The Cervical Cancer Paradox in Eastern Europe: How Knowledge and Institutional Trust Shape HPV Vaccination Attitudes in Romania. Medical sciences (Basel, Switzerland) 59.5 5 Building Physician Capacity for HPV Vaccine Uptake in India: Mixed-Methods Implementation Outcomes of a Train-the-Trainer Model Using RE-AIM. Vaccines 61.4 6 The Interplay of Quality of Life and Satisfaction with Nursing Care in Cancer Patients: A Narrative Review. Clinics and practice 58.2 7 A Temporal Candidemia Cluster in a Jordanian Pediatric Oncology Unit: Clinical Characterization, Putative Environmental Sources, and Multidisciplinary Infection Control Responses-A Single-Center Pilot Study. Journal of fungi (Basel, Switzerland) 67.02 8 Clinical Characteristics and Outcomes of Surgical Treatment of Solitary Osteochondromas in Children: A 11-Year Retrospective Study. Medical sciences (Basel, Switzerland) 69.24 9 Assessment of the Environmental Impact of Uranium Mining Sites: A Case Study of a Uranium Deposit in Southern Kazakhstan. Toxics 57.5 10 Intra-Axial Cerebral Schwannoma in a Child: A Case Report. Neurology international 47.5 11 Age-Specific Radiological Risk of 222Rn in Drinking Water Wells Along the Sultandağı Fault Zone (Türkiye): A One-Year Monitoring Study. Toxics 57.2 12 Robotic approach for Wilms' tumour: Patient selection, technical considerations, and outcome analysis. Journal of pediatric urology 61.9 13 Stridor and Dysphagia Unmasking an Aberrant Right Subclavian Artery in a Toddler. Clinical practice and cases in emergency medicine 61.9 14 Knowledge, Attitudes, and Practices (KAP) Regarding Sexually Transmitted Infections, Human Papillomavirus, and HPV-Related Oropharyngeal Cancer Among Italian Adolescents: A Cross-Sectional Study. Dentistry journal 61.0 15 Myeloid/Lymphoid Neoplasm with FGFR1::ZMYM2 Rearrangement Presenting as T-Cell Acute Lymphoblastic Lymphoma with Concurrent Myeloproliferative Neoplasm: A Case Report. Hematology reports 61.0 16 Factors Affecting Temporal Changes in Ablated Liver Volume After Radiofrequency Ablation for Hepatocellular Carcinoma Evaluated by Three-Dimensional Volumetric Computed Tomography. Tomography (Ann Arbor, Mich.) 59.5 17 Bibliometric Analysis of Whole-Body MRI from 2015 to 2025 Across Clinical Applications, Quantitative Imaging, and Artificial Intelligence. Journal of imaging 56.0 18 Case Report: Clinical analysis and literature review of two cases of high-grade adult-type cervical embryonal rhabdomyosarcoma. Frontiers in oncology 62.3 19 Integrin β1 signaling at the crossroads of cellular plasticity, the tumor microenvironment, and therapy resistance in medulloblastoma. Frontiers in oncology 64.44 20 Real-World Data on Characteristics and Management of Patients with Actinic Keratosis: A Cancer Center Experience. Medical sciences (Basel, Switzerland) 70.1 21 Real-World Evidence of Disproportionate Financial Toxicity and Health-Related Social Needs Among Adolescents and Young Adults Receiving Care at an NCI-Designated Cancer Center. Current oncology (Toronto, Ont.) 70.62 22 Anticancer Activity of Green Synthesized ZnO Nanoparticles from Ficus benghalensis Bark in Osteosarcoma Cells. Nanomaterials (Basel, Switzerland) 56.9 23 Deep learning segmentation of paediatric brain tumours using diffusion-weighted MRI: towards an early, in vivo classification pipeline. Brain communications 62.5 24 Genomic Characterization of Epigenetic Regulator Gene Alterations in Juvenile Myelomonocytic Leukemia Through Whole-Exome Sequencing. Epigenomes 61.5 25 Exploring the Social and Stigma-Related Lived Experiences of Pediatric Cancer Survivors in a Canadian Province. Current oncology (Toronto, Ont.) 68.0 26 Knowledge, Attitudes, and Practices Related to Radiotherapy and Chemotherapy Among Women with Cervical Cancer: A Cross-Sectional Study. Journal of multidisciplinary healthcare 71.24 27 Radiological Findings and Genetic Rearrangements in Paediatric Patients with Acute Lymphoblastic Leukaemia. The application of clinical genetics 67.0 28 Comparison of clinical characteristics between children and adults with adrenal mass. Discover oncology 68.0 29 The quiet flame: whole-body MRI and the underestimated burden of pediatric chronic non-bacterial osteomyelitis (CNO). European journal of pediatrics 65.0 30 Radiological hazard assessment of radionuclides in packaged non-alcoholic beverages commonly consumed in Türkiye. Applied radiation and isotopes : including data, instrumentation and methods for use in agriculture, industry and medicine 58.7 31 Machine Learning Modeling for Predicting Mortality in Pediatric Patients Undergoing Elective Noncardiac Surgery: Comparison to a Regression Model. Anesthesia and analgesia 71.0 32 Exchange transfusion and systemic corticosteroid therapy for transient abnormal myelopoiesis in patients with Down syndrome: a report from the JCCG TAM-10 trial. European journal of pediatrics 69.14
PATIENT-FRIENDLY SUMMARY

CK7-positive hepatocellular carcinoma represents a distinct subtype: a retrospective cohort study.

For education only—not personal medical advice.

Pediatric cancer research intelligence graphic
PEDIATRIC CANCER VISUAL SYSTEM

Open the Research Intelligence Map

Explore the active pediatric oncology analysis view.

Expand Intelligence View →
Full Pediatric cancer research intelligence graphic