ArticleEuropean radiology2023
Apparent diffusion coefficient correlates with different histopathological features in several intrahepatic tumors.
Article in European radiology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers, 2 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
27 citing papers in PubMed, 2 syntheses or guidelines pooled it, 35 citations in OpenAlex.
- Diagnostic value of quantitative DWI and IVIM parameters in differentiating intrahepatic cholangiocarcinoma and hepatocellular carcinoma: a systematic review and meta-analysis.Abdominal radiology (New York) · 2026Pooled it
- Added diagnostic performance of diffusion-weighted imaging for differentiating malignant from benign gallbladder lesions: a systematic review with meta-analysis.Abdominal radiology (New York) · 2025Pooled it
- Apparent diffusion coefficient-based single-sequence radiomics integrated with clinical variables and Prostate Imaging Reporting and Data System for predicting clinically significant prostate cancer.Translational andrology and urology · 2026Article
- Liver metastases beyond classical imaging findings.Abdominal radiology (New York) · 2026Review
- In vitro properties of patient serum predict clinical outcome after high dose rate brachytherapy of hepatocellular carcinoma.Molecular oncology · 2026Article
- Impact of MRI Texture Analysis on Complication Rate in MRI-Guided Liver Biopsies.Journal of imaging informatics in medicine · 2025Article
- Associations between diffusion-weighted imaging and immunohistochemical features in hepatocellular carcinoma: a preliminary analysis of tumor-infiltrating lymphocytes and microvessel density expression.Clinical and experimental hepatology · 2025Article
- Emerging non-invasive imaging biomarkers of Ki-67 in pancreatic cancer: Toward predictive precision oncology.World journal of gastrointestinal oncology · 2025Article
- Diagnostic performance of apparent diffusion coefficient values in differentiating benign from malignant lesions in prostate PI-RADS v2.1 category 1 "nodules in nodule".Abdominal radiology (New York) · 2025Article
- Advanced diffusion-relaxation imaging for tumoral differentiation and metastasis prediction in oral tongue cancer.European radiology experimental · 2025Article
- Correlation between tumor stroma ratio, prognosis, and apparent diffusion coefficient in alveolar soft part sarcoma.European radiology · 2025Article
- Comparison of Apparent Diffusion Coefficient Values on Diffusion-Weighted MRI for Differentiating Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma.Diagnostics (Basel, Switzerland) · 2025Article
- Dynamic profiles of early biological responses to predict the treatment efficacy of proton therapy in liver cancer assessed with in vivo kinetic [18F]-FDG PET/MRI.Radiation oncology (London, England) · 2025Article
- Association between diffusion-weighted imaging and tumor matrix in liver cancer: a cross-sectional study.Translational cancer research · 2025Article
- ADC histogram analysis of tumor-infiltrating CD8+ T cell levels in meningioma.Neurosurgical review · 2025Article
- Histogram analysis of continuous-time random walk and restrictive spectrum imaging for identifying hepatocellular carcinoma and intrahepatic cholangiocarcinoma.Frontiers in oncology · 2025Article
- Associations between dynamic-contrast enhanced MRI with histopathological features in atypical HCC using spatial co-registration with biopsy.American journal of translational research · 2025Article
- MRI analysis of relative tumor enhancement in liver metastases and correlation with immunohistochemical features.Insights into imaging · 2024Article
- Apparent diffusion coefficient and tissue stiffness are associated with different tumor microenvironment features of hepatocellular carcinoma.European radiology · 2024Article
- Values of apparent diffusion coefficient in pancreatic cancer patients receiving neoadjuvant therapy.BMC cancer · 2024Article
Corrections and comments
- Commented on by
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectivesTo investigate associations between apparent diffusion coefficient (ADC) and cell count, Ki 67, tumor-stroma ratio (TSR), and tumoral lymphocytes in different hepatic malignancies.
methodsWe identified 149 cases with performed liver biopsies: hepatocellular cancer (HCC, n = 53), intrahepatic cholangiocarcinoma (iCC, n = 29), metastases of colorectal cancer (CRC, n = 24), metastases of breast cancer (BC, n = 28), and metastases of pancreatic cancer (PC, n = 15). MRI was performed on a 1.5-T scanner with an axial echo-planar sequence. MRI was done before biopsy. Biopsy images of target lesions were selected. The cylindrical region of interest was placed on the ADC map of target lesions in accordance with the needle position on the biopsy images. Mean ADC values were estimated. TSR, cell counts, proliferation index Ki 67, and number of tumor-infiltrating lymphocytes were estimated. Spearman's rank correlation coefficients and intraclass correlation coefficients were calculated.
resultsInter-reader agreement was excellent regarding the ADC measurements. In HCC, ADC correlated with cell count (r = - 0.68, p < 0.001) and with TSR (r = 0.31, p = 0.024). In iCC, ADC correlated with TSR (r = 0.60, p < 0.001) and with cell count (r = - 0.54, p = 0.002). In CRC metastases, ADC correlated with cell count (r = - 0.54 p = 0.006) and with Ki 67 (r = - 0.46, p = 0.024). In BC liver metastases, ADC correlated with TSR (r = 0.55, p < 0.002) and with Ki 67 (r = - 0.51, p = 0.006). In PC metastases, no significant correlations were found.
conclusionsADC correlated with tumor cellularity in HCC, iCC, and CRC liver metastases. ADC reflects TSR in BC liver metastases, HCC, and iCC. ADC cannot reflect intratumoral lymphocytes. CLINICAL RELEVANCE STATEMENT: The present study shows that the apparent diffusion coefficient can be used as a surrogate imaging marker for different histopathological features in several malignant hepatic lesions. KEY POINTS: • ADC reflects different histopathological features in several hepatic tumors. • ADC correlates with tumor cellularity in HCC, iCC, and CRC metastases. • ADC strongly correlates with tumor-stroma ratio in BC metastases and iCC.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.