---
title: "Precision oncology and artificial intelligence in Belgium: foresight scenarios and policy responses"
id: "pubmed-40045482"
canonical_url: "https://medichelpline.com/clinical-feed/pubmed-40045482"
content_type: "clinical_feed_article"
specialty: "Oncology"
source_name: "PubMed / NCBI"
source_url: "https://pubmed.ncbi.nlm.nih.gov/40045482/"
doi: "10.1108/JHOM-05-2024-0202"
published_at: "2026-09-02T00:00:00.000Z"
evidence_level: "Journal Article"
license: "CC-BY-NC-4.0 / Informational Use"
---
# Precision oncology and artificial intelligence in Belgium: foresight scenarios and policy responses
## Provenance & Clinical Metadata
- **Canonical URL:** https://medichelpline.com/clinical-feed/pubmed-40045482
- **Specialty:** [Oncology](https://medichelpline.com/clinical-feed/oncology.md)
- **Primary Source:** PubMed / NCBI
- **Source URL:** [Original Journal Publication](https://pubmed.ncbi.nlm.nih.gov/40045482/)
- **DOI:** [10.1108/JHOM-05-2024-0202](https://doi.org/10.1108%2FJHOM-05-2024-0202)
- **Published At:** 2026-09-02T00:00:00.000Z
- **Evidence Rating:** Journal Article
## Executive GIST (TL;DR)
- The article examines the future of **precision oncology** and **artificial intelligence (AI)** in Belgium using qualitative data from expert workshops built on a prior quantitative foresight exercise. - Precision medicine, including genomic profiling, is positioned as highly promising for cancer prevention, early detection, and treatment adaptation across multiple tumor types. - **AI** is described as a tool to process and analyse large, complex datasets relevant to precision oncology, potentially supporting diagnosis and therapy selection. - Successful implementation depends on access to **high-quality data** and sustained **financial investments** in the health system; these are identified as essential prerequisites. - The study convened expert workshops that discussed four hypothetical future scenarios focused on technological and economic barriers to widespread precision oncology in Belgium. - Across all scenarios, participants concluded that policy support is required beyond purely technical and fiscal measures to enable effective deployment. - Recommended non-technical policy actions include engaging **patient associations** and the wider public in policy design and establishing **multi-disciplinary expert groups** for precision medicine. - The authors state this is, to their knowledge, the first application of foresight methodology to map plausible futures for precision oncology in Belgium and to explicitly consider the role of AI in that context. - Keywords and MeSH terms associated with the work include Artificial intelligence, Belgium, Foresight, Precision oncology, Scenario building, Health policy, Forecasting, and Medical oncology trends.
## Clinical Analysis & Structured Key Points
Clipboard, Search History, and several other advanced features are temporarily unavailable. [ Skip to main page content ](https://pubmed.ncbi.nlm.nih.gov/40045482/#article-details) ![U.S. flag](https://cdn.ncbi.nlm.nih.gov/coreutils/uswds/img/favicons/favicon-57.png) An official website of the United States government Here's how you know ![Dot gov](https://cdn.ncbi.nlm.nih.gov/coreutils/uswds/img/icon-dot-gov.svg) **The .gov means it’s official.** Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site. ![Https](https://cdn.ncbi.nlm.nih.gov/coreutils/uswds/img/icon-https.svg) **The site is secure.** The **https://** ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely. [ ![NIH NLM Logo](https://cdn.ncbi.nlm.nih.gov/coreutils/nwds/img/logos/AgencyLogo.svg) ](https://www.ncbi.nlm.nih.gov/) [Log in](https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F) Show account info Close #### Account Logged in as: **username** * [Dashboard](https://www.ncbi.nlm.nih.gov/myncbi/) * [Publications](https://www.ncbi.nlm.nih.gov/myncbi/collections/bibliography/) * [Account settings](https://www.ncbi.nlm.nih.gov/account/settings/) * [Log out](https://www.ncbi.nlm.nih.gov/account/signout/?back_url=https%3A//pubmed.ncbi.nlm.nih.gov/40045482/) [Access keys](https://www.ncbi.nlm.nih.gov/guide/browsers/#ncbi_accesskeys) [NCBI Homepage](https://www.ncbi.nlm.nih.gov) [MyNCBI Homepage](https://pubmed.ncbi.nlm.nih.gov/myncbi/) [Main Content](https://pubmed.ncbi.nlm.nih.gov/40045482/#maincontent) [Main Navigation](https://pubmed.ncbi.nlm.nih.gov/40045482/) [ ![pubmed logo](https://cdn.ncbi.nlm.nih.gov/pubmed/af7de7da-df5d-41c6-8de4-8c266af8ccfb/core/images/pubmed-logo-blue.svg) ](https://pubmed.ncbi.nlm.nih.gov/) [ ](https://pubmed.ncbi.nlm.nih.gov/40045482/ "Show search bar") Search: [](https://pubmed.ncbi.nlm.nih.gov/40045482/ "Clear search input")Search [Advanced](https://pubmed.ncbi.nlm.nih.gov/advanced/) [ Clipboard ](https://pubmed.ncbi.nlm.nih.gov/clipboard/) [ User Guide ](https://pubmed.ncbi.nlm.nih.gov/help/) Save Email Send to * [ Clipboard ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * [My Bibliography](https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F%23open-bibliography-panel) * [Collections](https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F%23open-collections-panel) * [Citation manager](https://pubmed.ncbi.nlm.nih.gov/40045482/) Display options Display options Format Abstract PubMed PMID ## Save citation to file Format: Summary (text) PubMed PMID Abstract (text) CSV Create file Cancel ## Email citation Email address has not been verified. Go to [ My NCBI account settings ](https://account.ncbi.nlm.nih.gov/settings/) to confirm your email and then refresh this page. To: Subject: Body: Format: Summary Summary (text) Abstract Abstract (text) MeSH and other data Send email Cancel ### Add to Collections * Create a new collection * Add to an existing collection Name your collection: Name must be less than 100 characters Choose a collection: Unable to load your collection due to an error [Please try again](https://pubmed.ncbi.nlm.nih.gov/40045482/) Add Cancel ### Add to My Bibliography * My Bibliography Unable to load your delegates due to an error [Please try again](https://pubmed.ncbi.nlm.nih.gov/40045482/) Add Cancel ## Your saved search Name of saved search: Search terms: [Test search terms](https://pubmed.ncbi.nlm.nih.gov/40045482/) Would you like email updates of new search results? Saved Search Alert Radio Buttons * Yes * No Email: ([change](https://www.ncbi.nlm.nih.gov/account/settings/)) Frequency: Monthly Weekly Daily Which day? The first Sunday The first Monday The first Tuesday The first Wednesday The first Thursday The first Friday The first Saturday The first day The first weekday Which day? Sunday Monday Tuesday Wednesday Thursday Friday Saturday Report format: Summary Summary (text) Abstract Abstract (text) PubMed Send at most: 1 item 5 items 10 items 20 items 50 items 100 items 200 items Send even when there aren't any new results Optional text in email: Save Cancel ## Create a file for external citation management software Create file Cancel ## Your RSS Feed Name of RSS Feed: Number of items displayed: 5 10 15 20 50 100 Create RSS Cancel RSS Link Copy ### Full text links [![Silverchair Information Systems full text link](https://cdn.ncbi.nlm.nih.gov/corehtml/query/egifs/https:--www.emerald.com-ImageLibrary-Emerald-Insight-Pubmed-Linkout.png) Silverchair Information Systems ](https://www.emerald.com/jhom/article-lookup/doi/10.1108/JHOM-05-2024-0202 "See full text options at Silverchair Information Systems") [ Full text links ](https://pubmed.ncbi.nlm.nih.gov/40045482/) ### Actions Cite Collections Add to Collections * Create a new collection * Add to an existing collection Name your collection: Name must be less than 100 characters Choose a collection: Unable to load your collection due to an error [Please try again](https://pubmed.ncbi.nlm.nih.gov/40045482/) Add Cancel Permalink Permalink Copy Display options Display options Format Abstract PubMed PMID ### Page navigation * [ Title & authors ](https://pubmed.ncbi.nlm.nih.gov/40045482/#heading) * [ Abstract ](https://pubmed.ncbi.nlm.nih.gov/40045482/#abstract) * [ MeSH terms ](https://pubmed.ncbi.nlm.nih.gov/40045482/#mesh-terms) * [ LinkOut - more resources ](https://pubmed.ncbi.nlm.nih.gov/40045482/#linkout) Title & authors Abstract MeSH terms LinkOut - more resources J Health Organ Manag Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22J+Health+Organ+Manag%22%5Bjour%5D&sort=date&sort_order=desc) * [ Search in NLM Catalog ](https://www.ncbi.nlm.nih.gov/nlmcatalog?term=%22J+Health+Organ+Manag%22%5BTitle+Abbreviation%5D) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) . 2026 Sep 2;40(6):1173-1186. doi: 10.1108/JHOM-05-2024-0202. # The future of precision oncology and artificial intelligence in Belgium: scenarios and policy responses [Tugce Schmitt](https://pubmed.ncbi.nlm.nih.gov/?term=Schmitt+T&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#full-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Marie Delnord](https://pubmed.ncbi.nlm.nih.gov/?term=Delnord+M&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#full-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Emilie Cauët](https://pubmed.ncbi.nlm.nih.gov/?term=Cau%C3%ABt+E&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#full-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Els Van Valckenborgh](https://pubmed.ncbi.nlm.nih.gov/?term=Van+Valckenborgh+E&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#full-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Marc Van den Bulcke](https://pubmed.ncbi.nlm.nih.gov/?term=Van+den+Bulcke+M&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#full-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium.") Affiliations Expand ### Affiliation * 1 Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium. * PMID: **40045482** * DOI: [ 10.1108/JHOM-05-2024-0202 ](https://doi.org/10.1108/jhom-05-2024-0202) Item in Clipboard # The future of precision oncology and artificial intelligence in Belgium: scenarios and policy responses Tugce Schmitt et al. J Health Organ Manag. 2026. Show details Display options Display options Format Abstract PubMed PMID J Health Organ Manag Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22J+Health+Organ+Manag%22%5Bjour%5D&sort=date&sort_order=desc) * [ Search in NLM Catalog ](https://www.ncbi.nlm.nih.gov/nlmcatalog?term=%22J+Health+Organ+Manag%22%5BTitle+Abbreviation%5D) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) . 2026 Sep 2;40(6):1173-1186. doi: 10.1108/JHOM-05-2024-0202. ### Authors [Tugce Schmitt](https://pubmed.ncbi.nlm.nih.gov/?term=Schmitt+T&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#short-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Marie Delnord](https://pubmed.ncbi.nlm.nih.gov/?term=Delnord+M&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#short-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Emilie Cauët](https://pubmed.ncbi.nlm.nih.gov/?term=Cau%C3%ABt+E&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#short-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Els Van Valckenborgh](https://pubmed.ncbi.nlm.nih.gov/?term=Van+Valckenborgh+E&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#short-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium."), [Marc Van den Bulcke](https://pubmed.ncbi.nlm.nih.gov/?term=Van+den+Bulcke+M&cauthor_id=40045482)[ 1 ](https://pubmed.ncbi.nlm.nih.gov/40045482/#short-view-affiliation-1 "Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium.") ### Affiliation * 1 Cancer Center, Department of Epidemiology and Public Health, Sciensano , Brussels, Belgium. * PMID: **40045482** * DOI: [ 10.1108/JHOM-05-2024-0202 ](https://doi.org/10.1108/jhom-05-2024-0202) Item in Clipboard Full text links Cite Display options Display options Format Abstract PubMed PMID ## Abstract **Purpose:** Precision medicine, also known as personalized medicine, enables the provision of tailored health services to patients. In the prevention, early detection, and treatment of cancers, precision medicine is highly promising, given the increasing use of genomic profiling for diagnosis and adapting therapies in several tumor types. Artificial Intelligence (AI) can support this process by analyzing vast amounts of relevant data. However, high-quality data and financial investments in the health system are essential for the implementation of precision medicine and AI solutions in routine cancer care. **Design/methodology/approach:** Building on the quantitative outcomes of a foresight exercise published in another study, this article collects qualitative data to gain more detailed insights into the future of precision oncology in Belgium and discusses the role of AI in this field. It reports the results of a series of expert workshops, focusing on four hypothetical future scenarios that are centered around technological and economic issues that must be overcome for the widespread use of precision oncology in Belgium. **Findings:** The study concludes that all four scenarios discussed in the workshops would require supportive policy measures in Belgium, which should go beyond mere technological and economic considerations, such as involving patient associations and the public in policy design or creating multi-disciplinary expert groups for precision medicine. **Originality/value:** To the best of our knowledge, this is the first study to employ foresight methodology to illustrate possible future scenarios, scrutinize feasible approaches for implementing precision oncology in Belgium, and discuss the use of AI in this context. **Keywords:** Artificial intelligence; Belgium; Foresight; Precision oncology; Scenario building. © Emerald Publishing Limited. [PubMed Disclaimer](https://pubmed.ncbi.nlm.nih.gov/disclaimer/) ## MeSH terms * Artificial Intelligence* / trends Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Artificial+Intelligence%2Ftrends%22%5BMAJR%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Artificial+Intelligence) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * Belgium Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Belgium%22%5BMeSH%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Belgium) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * Forecasting Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Forecasting%22%5BMeSH%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Forecasting) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * Health Policy* Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Health+Policy%22%5BMAJR%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Health+Policy) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * Humans Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Humans%22%5BMeSH%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Humans) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * Medical Oncology* / trends Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Medical+Oncology%2Ftrends%22%5BMAJR%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Medical+Oncology) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) * Precision Medicine* / trends Actions * [ Search in PubMed ](https://pubmed.ncbi.nlm.nih.gov/?term=%22Precision+Medicine%2Ftrends%22%5BMAJR%5D&sort=date&sort_order=desc) * [ Search in MeSH ](https://www.ncbi.nlm.nih.gov/mesh?term=Precision+Medicine) * [ Add to Search ](https://pubmed.ncbi.nlm.nih.gov/40045482/) ## LinkOut - more resources * ### Full Text Sources * [ Silverchair Information Systems ](https://www.emerald.com/jhom/article-lookup/doi/10.1108/JHOM-05-2024-0202) **Full text links** [x] [![Silverchair Information Systems full text link](https://cdn.ncbi.nlm.nih.gov/corehtml/query/egifs/https:--www.emerald.com-ImageLibrary-Emerald-Insight-Pubmed-Linkout.png) Silverchair Information Systems ](https://www.emerald.com/jhom/article-lookup/doi/10.1108/JHOM-05-2024-0202 "See full text options at Silverchair Information Systems") [x] Cite Copy Download .nbib .nbib Format: AMA APA MLA NLM **Send To** * [Clipboard](https://pubmed.ncbi.nlm.nih.gov/40045482/) * [Email](https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F%23open-email-panel) * [Save](https://pubmed.ncbi.nlm.nih.gov/40045482/) * [My Bibliography](https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F%23open-bibliography-panel) * [Collections](https://account.ncbi.nlm.nih.gov/?back_url=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F%23open-collections-panel) * [Citation Manager](https://pubmed.ncbi.nlm.nih.gov/40045482/) [x] NCBI Literature Resources [MeSH](https://www.ncbi.nlm.nih.gov/mesh/) [PMC](https://www.ncbi.nlm.nih.gov/pmc/) [Bookshelf](https://www.ncbi.nlm.nih.gov/books) [Disclaimer](https://pubmed.ncbi.nlm.nih.gov/disclaimer/) The PubMed wordmark and PubMed logo are registered trademarks of the U.S. Department of Health and Human Services (HHS). Unauthorized use of these marks is strictly prohibited. Follow NCBI [ Twitter ](https://twitter.com/ncbi) [ Facebook ](https://www.facebook.com/ncbi.nlm) [ LinkedIn ](https://www.linkedin.com/company/ncbinlm) [ GitHub ](https://github.com/ncbi) [ ](https://ncbiinsights.ncbi.nlm.nih.gov/) [Connect with NLM](https://www.nlm.nih.gov/socialmedia/index.html) * [ Twitter ](https://twitter.com/NLM_NIH) * [ SM-Facebook ](https://www.facebook.com/nationallibraryofmedicine) * [ SM-Youtube ](https://www.youtube.com/user/NLMNIH) National Library of Medicine [8600 Rockville Pike Bethesda, MD 20894](https://www.google.com/maps/place/8600+Rockville+Pike,+Bethesda,+MD+20894/@38.9959508,-77.101021,17z/data=!3m1!4b1!4m5!3m4!1s0x89b7c95e25765ddb:0x19156f88b27635b8!8m2!3d38.9959508!4d-77.0988323) [Web Policies](https://www.nlm.nih.gov/web_policies.html) [FOIA](https://www.nih.gov/institutes-nih/nih-office-director/office-communications-public-liaison/freedom-information-act-office) [HHS Vulnerability Disclosure](https://www.hhs.gov/vulnerability-disclosure-policy/index.html) [Help](https://support.nlm.nih.gov/?pagename=pubmed%3Apubmed%3Aabstract%3ANONE) [Accessibility](https://www.nlm.nih.gov/accessibility.html) [Careers](https://www.nlm.nih.gov/careers/careers.html) * [NLM](https://www.nlm.nih.gov/) * [NIH](https://www.nih.gov/) * [HHS](https://www.hhs.gov/) * [USA.gov](https://www.usa.gov/) ![](https://pubmed.ncbi.nlm.nih.gov/stat?HTTP_REFERER=&SELF_URL=https%3A%2F%2Fpubmed.ncbi.nlm.nih.gov%2F40045482%2F&browserheight=600&browserwidth=1080&colorDepth=24&connection_effectivetype=4g&connection_type=&cookieSize=380&cookieenabled=true&is_browser_supported=true&jsevent=render&jsloadtime=&jsperf_basePage=13&jsperf_connect=15&jsperf_dns=0&jsperf_navTimingNetworkMS=589&jsperf_navTimingRedirectCount=0&jsperf_navTimingType=navigate&jsperf_navType=0&jsperf_redirectCount=0&jsperf_ttfb=556&jsrendertime=&language_code=en-US&log_category=literature&log_displayeduids=40045482&log_icons_present=true&log_op=retrieve&log_source_db=pubmed&myncbi_signed_in=false&ncbi_algorithm=&ncbi_app=pubmed&ncbi_cost_center=pubmed&ncbi_db=pubmed&ncbi_featured_srcdb=&ncbi_nwds=yes&ncbi_nwds_ver=1.2.5&ncbi_pcid=&ncbi_pdid=abstract&ncbi_phid=D3410001786473E500003E1CDFD0CBEA.1.m_3&ncbi_program=&ncbi_timesinceload=6&ncbi_timesincenavstart=1099&ncbi_uid=40045482&pagename=pubmed%3Apubmed%3Aabstract%3ANONE&pinger_in_iframe=false&prev_phid=1A160001CE1A239500003D4A56346997.1.m_3&screenavailheight=600&screenavailwidth=1080&screenheight=600&screenwidth=1080&server=pubmed.ncbi.nlm.nih.gov&sgSource=native&sgversion=0.42.0&sgversion_hotfix=0&sgversion_major=0&sgversion_minor=42&spa_index=0)
## Related Clinical Research

- [Symptom network analysis in gastric cancer: tools, core and bridge symptoms, and temporal patterns](https://medichelpline.com/clinical-feed/plos-one-4-application-of-symptom-network-analysis-among-patients-with-gastric-cancer-a.md)
- [Impact of Adjuvant Immune Checkpoint Inhibitors on HRQoL in Renal Cell Carcinoma: Qualitative RAMP](https://medichelpline.com/clinical-feed/plos-one-10-health-related-quality-of-life-with-adjuvant-immune-checkpoint-inhibition-in.md)
- [Through-the-scope twin clip (TTS‑TC) vs titanium clips for gastric EFTR defect closure](https://medichelpline.com/clinical-feed/pubmed-42768943.md) (DOI: 10.1080/07853890.2026.2735108)
- [Incidence and Impact of ALC-only Progression in Chronic Lymphocytic Leukemia](https://medichelpline.com/clinical-feed/pubmed-42466974.md) (DOI: 10.1182/bloodadvances.2026020680)
- [Hypoxic Cancer Stem Cell–Immune Niches in the Tumor Microenvironment: Key Topics from a Missing Fu](https://medichelpline.com/clinical-feed/frontiers-in-immunology-17-hypoxic-cancer-stem-cell-immune-niches-in-the-tumor-microenvironment-a.md)

## Navigation
- [← Back to Oncology Feed](https://medichelpline.com/clinical-feed/oncology.md)
- [← All Clinical Specialties](https://medichelpline.com/clinical-feed.md)
## Medical & Regulatory Disclaimer

> [!CAUTION]
> MedicHelpline content is structured for research, educational, and professional discovery purposes. It does not constitute individual medical advice, clinical diagnosis, or treatment recommendations.
> Always verify dosing, contraindications, and regulatory alerts against official product labeling and primary regulatory sources before clinical decision-making.