← 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 A Rare t(1;11)(q42;q23) Rearrangement with Trisomy 8 and Trisomy 21 in a Pediatric Acute Myeloid Leukemia Patient with Aberrant CD7 Expression and Jacob Syndrome: Diagnostic Value of Conventional Cytogenetics and Fluorescence in Situ Hybridization in a Rapidly Fatal Case. Journal of the Association of Genetic Technologists 56.0 2 A Highly Abnormal Clone in a Pediatric Patient with B-Lymphoblastic Leukemia. Journal of the Association of Genetic Technologists 47.5 3 Maternal polycystic ovary syndrome and the risk of neurodevelopmental disorders in preterm neonates. Pediatric endocrinology, diabetes, and metabolism 65.5 4 [Clinical analysis of 3 cases of childhood primary pure erythroid leukemia and literature review]. Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi 64.4 5 [A retrospective analysis of clinicopathological features and efficacy in 51 patients with high-grade B-cell lymphoma with 11q abnormalities]. Zhonghua xue ye xue za zhi = Zhonghua xueyexue zazhi 72.1 6 [RET fusion-driven papillary thyroid cancer in children and adolescents: clinical characteristics, molecular mechanisms, and therapeutic advances]. Zhonghua er bi yan hou tou jing wai ke za zhi = Chinese journal of otorhinolaryngology head and neck surgery 52.09 7 The diagnostic value of cyclin d1, EGFR, P53 and Ki-67 in epithelial dysplasi of the gallbladder. JPMA. The Journal of the Pakistan Medical Association 60.0 8 Increased brain cancer risk from constant mobile phone use in children. JPMA. The Journal of the Pakistan Medical Association 47.5 9 Pediatric Scurvy Presenting With Vertebral Insufficiency Fractures Mimicking Chronic Recurrent Multifocal Osteomyelitis in a Child With Autism Spectrum Disorder. Cureus 58.4 10 Behind the Curtain: A Pediatric Dermoid Tumor Masquerading as Craniopharyngioma. Cureus 56.0 11 Case Report: novel mutations in SMARCA4 cause Coffin-Siris syndrome type 4 with autism spectrum disorder without visual impairment in one patient. Frontiers in genetics 71.5 12 [Clinicopathological analysis of 18 cases of ovarian juvenile granulosa cell tumor]. Zhonghua fu chan ke za zhi 65.3 13 Efficacy and Safety of CAR-T Cell Therapy in Relapsed/Refractory B-Cell Acute Lymphoblastic Leukemia With Central Nervous System Involvement. Cancer medicine 76.66 14 Endothelial and Vascular Toxicity Signals Associated With Doxorubicin: A Pharmacovigilance Analysis of the FDA Adverse Event Reporting System (FAERS) Database. Pharmacoepidemiology and drug safety 67.34 15 Pediatric patients with cancer exhibit increased neutrophil extracellular traps and reduced active deoxyribonuclease I: diagnostic, prognostic, and therapeutic opportunities. Clinical and experimental pediatrics 73.44 16 Hepatocellular Carcinoma at a Center of Clinical Excellence in Colombia: A Real-World Cohort Study of Clinical Characteristics, Treatment Trajectories, and Survival. Journal of hepatocellular carcinoma 71.86 17 [Hyponatremia due to syndrome of inappropriate antidiuretic hormone secretion in a childhood cancer survivor ‒ The role of oral urea in treatment]. Nutricion hospitalaria 59.54 18 NRF2 activation is required for chemotherapy resistance acquisition in medulloblastoma via metabolic and redox adaptation. Redox biology 62.94 19 Oncofertility care evaluation of 599 children and adolescents with cancer and a high risk of treatment-induced gonadal damage: a national paediatric oncology cohort study. Human reproduction (Oxford, England) 78.64 20 Epithelioid hemangioma from inferior turbinate in a pediatric patient: a case report. Journal of surgical case reports 45.5 21 Occupational Therapy Interventions for Pediatric Cancer: A Systematic Review and Meta-Analysis. Physical & occupational therapy in pediatrics 82.84 22 Ovarian Teratoma After Treatment for Coexisting Anti-NMDA Receptor and Myelin Oligodendrocyte Glycoprotein Antibody-Associated Encephalitis. Journal of child neurology 63.8 23 Insight into the Development of Desirable Dosage Forms and Bioenabling Strategies to Improve the Food Effect of Anticancer Drugs for the Pediatric Population. Molecular pharmaceutics 61.76 24 Evaluation of a Rapid Immunoassay for Molecular Subphenotype Classification in Pediatric Acute Cardiorespiratory Failure. Critical care medicine 69.6 25 "A dicey situation:" asymptomatic hypertensive urgency caused by DICER1 mutation-derived cystic nephroma in a 12-month-old. Pediatric nephrology (Berlin, Germany) 56.4 26 Distinct molecular profiles of indeterminate and malignant thyroid nodules in patients under 21 years of age. Endocrine-related cancer 64.5 27 Pediatric Myocarditis: Contemporary Insights Into Viral and Immune-Mediated Pathobiology, Precision Diagnostics, Advanced Multimodality Imaging, Risk Stratification, and Evolving Therapeutic Strategies. Cardiology in review 75.0 28 Clinical characteristics, prognosis, and achievement of transplant in adolescents and adult patients with Philadelphia chromosome-negative acute lymphoblastic leukemia in Argentina. Hematology, transfusion and cell therapy 71.8 29 "Like a Clinical Nurse Consultant in Your Pocket"-Parents' and Health Care Providers' Perceptions of a Co-Designed Smartphone App Following Treatment for Pediatric Cancer: Mixed Methods Evaluation Study. JMIR cancer 61.94 30 Management of Clostridioides difficile infections in patients with hematological malignancies - a survey by European Conference on Infections in Leukemia (ECIL) and Infectious Diseases Working Party (IDWP) of The European Society for Blood and Marrow Transplantation (EBMT). International journal of infectious diseases : IJID : official publication of the International Society for Infectious Diseases 63.6 31 Polycyclic aromatic hydrocarbon (PAH) levels in indoor air and their associated health risks for children across Europe. Environmental research 57.5 32 Utility and applications of high-field 1.5 T intraoperative magnetic resonance imaging in paediatric neurosurgery: a review of 5 years' experience. Neurocirugia 59.5
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