{
  "abstract": "Background/Objectives: Sustained drug-free status is an emerging milestone after atezolizumab plus bevacizumab for unresectable hepatocellular carcinoma. We examined baseline host biomarkers associated with achievement of 6-month sustained drug-free status and evaluated a composite stratification score. Methods: This multicentre retrospective study included patients treated with atezolizumab plus bevacizumab. The endpoint required systemic therapy discontinuation after complete response or no viable disease, followed by at least 6 months without viable or recurrent hepatocellular carcinoma and sustained normalization of initially elevated tumour markers. The PAN-DF score (preserved hepatic reserve, altered immune-inflammatory status, and nutritional-immune reserve for achieving drug-free status) combined modified albumin–bilirubin grade, neutrophil-to-lymphocyte ratio, and prognostic nutritional index. Results: Among 655 patients, 25 achieved the endpoint; median post-discontinuation follow-up was 533 days. In the complete-case cohort (n = 473; 17 events), achievement rates were 0.0%, 2.9%, 3.7%, and 13.6% for scores 0–3. Each one-point increase was associated with higher odds of achievement (odds ratio 2.90, 95% confidence interval 1.51–5.55; p = 0.001), and the area under the curve was 0.719. The examined baseline tumour-related factors were not significantly associated with the primary endpoint, and the examined host-related factors were not associated with objective response. Conclusions: Selected baseline host biomarkers were associated with achievement of 6-month sustained drug-free status. PAN-DF stratified the observed probability of this outcome and may help identify patient groups with a relatively higher likelihood of a sustained drug-free state, supporting early multidisciplinary planning.",
  "abstract_shown": true,
  "affiliations": [
    "Department of Gastroenterology, Hematology and Clinical Immunology, Hirosaki University Graduate School of Medicine, Hirosaki 036-8562, Aomori, Japan",
    "Department of Gastroenterology and Hepatology, Division of Internal Medicine, Iwate Medical University, Yahaba 028-3694, Iwate, Japan",
    "Department of Gastroenterology, Aomori Prefectural Central Hospital, Aomori 030-8553, Aomori, Japan",
    "Department of Gastroenterology, Japanese Red Cross Morioka Hospital, Morioka 020-8560, Iwate, Japan",
    "Division of Gastroenterology, Tohoku University Hospital, Sendai 980-8574, Miyagi, Japan",
    "Department of Gastroenterology, Akita University Graduate School of Medicine, Akita 010-8543, Akita, Japan",
    "Department of Gastroenterology, Fukushima Medical University School of Medicine, Fukushima 960-1295, Fukushima, Japan",
    "Department of Gastroenterology, National Hospital Organization Sendai Medical Center, Sendai 983-8520, Miyagi, Japan",
    "Department of Gastroenterology, Yamagata University Faculty of Medicine, Yamagata 990-9585, Yamagata, Japan",
    "Department of Gastroenterology and Hepatology, Graduate School of Medicine, Hokkaido University, Sapporo 060-8638, Hokkaido, Japan",
    "Department of Gastroenterology, Hakodate City Hospital, Hakodate 041-8680, Hokkaido, Japan",
    "Department of Gastroenterology and Hepatology, Japan Community Health Care Organization (JCHO) Hokkaido Hospital, Sapporo 062-8618, Hokkaido, Japan",
    "Department of Gastroenterology, Hokkaido Gastroenterology Hospital, Sapporo 065-0041, Hokkaido, Japan"
  ],
  "article_type": "research article",
  "arxiv": null,
  "author_total": 27,
  "authors": [
    {
      "affs": [
        0
      ],
      "name": "Chikara Iino"
    },
    {
      "affs": [
        1
      ],
      "name": "Tamami Abe"
    },
    {
      "affs": [
        1
      ],
      "name": "Kei Endo"
    },
    {
      "affs": [
        1
      ],
      "name": "Yudai Fujiwara"
    },
    {
      "affs": [
        0
      ],
      "name": "Kenta Yoshida",
      "orcid": "0000-0002-3897-5546"
    },
    {
      "affs": [
        0
      ],
      "name": "Satoshi Sato",
      "orcid": "0000-0001-5569-7093"
    },
    {
      "affs": [
        2
      ],
      "name": "Hiroshi Numao"
    },
    {
      "affs": [
        2
      ],
      "name": "Go Igarashi"
    },
    {
      "affs": [
        3
      ],
      "name": "Takayoshi Oikawa",
      "orcid": "0000-0002-1100-6980"
    },
    {
      "affs": [
        4
      ],
      "name": "Masashi Ninomiya"
    },
    {
      "affs": [
        4
      ],
      "name": "Mio Tsuruoka"
    },
    {
      "affs": [
        5
      ],
      "name": "Wataru Sato"
    },
    {
      "affs": [
        5
      ],
      "name": "Shinichiro Minami",
      "orcid": "0009-0008-8735-291X"
    },
    {
      "affs": [
        6
      ],
      "name": "Kazumichi Abe",
      "orcid": "0000-0001-5359-9465"
    },
    {
      "affs": [
        6
      ],
      "name": "Masashi Fujita"
    },
    {
      "affs": [
        7
      ],
      "name": "Nobukazu Tanabe"
    },
    {
      "affs": [
        8
      ],
      "name": "Tomohiro Katsumi",
      "orcid": "0000-0001-5670-7505"
    },
    {
      "affs": [
        8
      ],
      "name": "Keita Maki",
      "orcid": "0009-0003-2035-1940"
    },
    {
      "affs": [
        9
      ],
      "name": "Goki Suda"
    },
    {
      "affs": [
        9
      ],
      "name": "Takuya Sho",
      "orcid": "0000-0001-7943-3842"
    },
    {
      "affs": [
        10
      ],
      "name": "Yoshiya Yamamoto"
    },
    {
      "affs": [
        11
      ],
      "name": "Masaru Baba",
      "orcid": "0000-0002-4142-3267"
    },
    {
      "affs": [
        12
      ],
      "name": "Takashi Meguro"
    },
    {
      "affs": [
        0
      ],
      "name": "Hirotake Sakuraba",
      "orcid": "0000-0002-6075-1282"
    },
    {
      "affs": [
        9
      ],
      "name": "Naoya Sakamoto",
      "orcid": "0000-0003-0061-059X"
    },
    {
      "affs": [
        8
      ],
      "name": "Yoshiyuki Ueno",
      "orcid": "0000-0001-5623-4250"
    },
    {
      "affs": [
        1
      ],
      "name": "Hidekatsu Kuroda",
      "orcid": "0000-0002-1471-1087"
    }
  ],
  "bibtex": "https://research.draconitic.com/paper/cdh8e9abf2h5f.bib",
  "cited_by": 0,
  "doi": "10.3390/cancers18203366",
  "fulltext_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13702456/?tool=EBI",
  "id": "cdh8e9abf2h5f",
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    "2072-6694"
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  "landing_url": "https://www.mdpi.com/2072-6694/18/20/3366",
  "language": "eng",
  "licence": "CC-BY-4.0",
  "licence_label": "CC BY 4.0",
  "licence_source": "article",
  "licence_url": "https://creativecommons.org/licenses/by/4.0/",
  "metadata_licence": null,
  "native_subjects": [
    [
      "openalex",
      "2721|Hepatocellular Carcinoma Treatment and Prognosis"
    ]
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  "openalex": "W7222944046",
  "pdf_url": "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13702456/pdf/?tool=EBI",
  "pmcid": "PMC13702456",
  "pmid": null,
  "published": "2026-10-01",
  "publisher": "MDPI AG",
  "ris": "https://research.draconitic.com/paper/cdh8e9abf2h5f.ris",
  "sources": [
    {
      "first_seen": "2026-10-30T12:19:58Z",
      "native_id": "10.3390/cancers18203366",
      "source": "crossref",
      "url": "https://www.mdpi.com/2072-6694/18/20/3366"
    },
    {
      "first_seen": "2026-10-30T12:21:47Z",
      "native_id": "PMC:PMC13702456",
      "source": "europepmc",
      "url": "https://europepmc.org/article/PMC/PMC13702456"
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  ],
  "subjects": [
    {
      "field": "medicine",
      "origin": "issn:2072-6694",
      "subfield": "oncology"
    }
  ],
  "title": "Baseline Host Biomarkers and Six-Month Sustained Drug-Free Status After Atezolizumab–Bevacizumab for Hepatocellular Carcinoma: Exploratory Clinical Stratification Using PAN-DF Score",
  "title_text": "Baseline Host Biomarkers and Six-Month Sustained Drug-Free Status After Atezolizumab–Bevacizumab for Hepatocellular Carcinoma: Exploratory Clinical Stratification Using PAN-DF Score",
  "type": "peer-reviewed",
  "updated_at": "2026-10-30T12:21:47Z",
  "url": "https://research.draconitic.com/paper/cdh8e9abf2h5f",
  "venue": "Cancers",
  "versions": []
}