The impact of <i><scp>PNPLA</scp>3</i> (<i>rs738409</i> C>G) polymorphisms on liver histology and long‐term clinical outcome in chronic hepatitis B patients
Bibliographic record
Abstract
BACKGROUND & AIMS: We aimed to assess the association between the patatin-like phospholipase domain-containing-3 (PNPLA3) I148M polymorphism, liver histology and long-term outcome in chronic hepatitis B (CHB) patients. METHODS: We enrolled 531 consecutive treatment naïve CHB patients diagnosed from 1985 to 2012 with an available liver biopsy for reassessment, and sample for genetic testing. Data on all-cause mortality and hepatocellular carcinoma (HCC) at long-term follow-up were obtained from national database registries. RESULTS: The prevalence of steatohepatitis increased with PNPLA3 CC (14%), CG (20%) and GG (43%) (P < 0.001). The association was altered by both gender (P = 0.010) and overweight (P = 0.015): the effect of PNPLA3 on steatohepatitis was most pronounced among non-overweight females (adjusted OR 13.4, 95%CI: 3.7-51.6, P < 0.001), and non-overweight males (adjusted OR 2.4, 95%CI: 1.4-4.3, P = 0.002). Furthermore, PNPLA3 GG genotype was associated with iron depositions (OR 2.8, 95%CI: 1.2-6.4, P = 0.014) and lobular inflammation (OR 2.2, 95%CI: 1.1-4.5, P = 0.032), but not with advanced fibrosis (OR 1.1, 95%CI: 0.7-1.8, P = 0.566). The median follow-up was 10.1 years (interquartile range 5.6 - 15.8), during which 13 patients developed HCC and 28 died. Steatohepatitis was associated with all-cause mortality [Hazard ratio (HR) 3.1, 95%CI: 1.3-7.3, P = 0.006] and HCC (HR 2.8, 95%CI: 0.9-9.2, P = 0.078), but no significant association was observed for PNPLA3. CONCLUSIONS: In this cohort of biopsied CHB patients, PNPLA3 was independently associated with steatosis, steatohepatitis, lobular inflammation and iron depositions, but not with advanced fibrosis, HCC development or all-cause mortality. The effect of PNPLA3 on steatohepatitis was particularly pronounced among female patients without severe overweight.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".