Andy AI · Research assistant for PubMed
Andy AI: scientific literature search — without the hallucinations.
Andy AI is a research assistant for academics and clinicians. Send Andy a research topic in plain language. He searches PubMed, uses the titles and available abstracts to organize the results into useful categories, and delivers a spreadsheet ready to filter, screen, cite, and share.
Every paper comes directly from PubMed and is traceable to a PMID. You also get the exact search string Andy used. No made-up citations. No invented papers.
5 free searches. No credit card required.
Andy
Telegram · online
lymphoma tumor microenvironment papers from 2026, no reviews
🐸 Building the PubMed query…
📚 Retrieved 183 records
🧬 Reading titles and abstracts…
📊 Grouping into categories…
Done! 📊 183 records
Grouped by: Lymphoma subtype + TME angle
Query and search date included
Andy - Literature Review.xlsx
Andy - Literature Review.xlsx
183 rows| Title | Year | Subtype |
|---|---|---|
| Pathogenesis of diffuse large B cell lymphoma proteogenotypes | 2026 | DLBCL |
| Multidimensional characterization of tumor-immune architecture in classic Hodgkin lymphoma | 2026 | Hodgkin |
| IL4Rα blockade and the immunosuppressive microenvironment of mycosis fungoides | 2026 | Mycosis fungoides |
| CD70 overexpression predicts relapse in follicular lymphoma | 2026 | Follicular |
+ 179 more rows · title, authors, journal, PMID, DOI, abstract, categories
183 PubMed records.
8 categories.
One spreadsheet to work from.
A clinician-scientist asked for 2026 primary publications on the lymphoma tumor microenvironment. Andy built the query, retrieved the records PubMed returned, and grouped them by lymphoma subtype and research angle — turning a long result list into something that could be filtered, screened, and worked with.
How Andy works
- 01
Describe what you're looking for
Use plain language. Include the topic, timeframe, study type, population, or anything you want excluded. Andy translates it into PubMed syntax.
“Lymphoma tumor microenvironment papers from 2026, excluding reviews”
- 02
Andy searches and organizes
Andy builds the PubMed query, retrieves the result set, and uses the titles and available abstracts to propose categories that fit your topic — not a fixed taxonomy, but the subtypes, mechanisms, and themes present in the results.
- 03
Screen the results in a spreadsheet
Get an .xlsx file containing titles, authors, publication years, journals, PMIDs, available DOIs, abstracts, and categories. Sort, filter, annotate, and decide what deserves a closer read.
The exact PubMed query and search date are included, so you can inspect, modify, or rerun the search.
Andy organizes the literature. You evaluate it.
Andy does not read full texts, interpret figures, assess study quality, or decide whether an author's conclusions hold up. He just helps you figure out what to read.
Andy handles
- Translating your question into PubMed syntax
- Running the search and retrieving the records PubMed returns
- Collecting abstracts, citation details, PMIDs, and available DOIs
- Proposing first-pass categories based on the result set
- Returning the exact query and search date
- Delivering a spreadsheet you can filter, annotate, and share
You handle
- Deciding what is genuinely relevant
- Reading the methods, results, and figures
- Assessing the quality of the evidence
- Determining whether the data support the claims
- Working out what the findings mean for your research
Why Andy
No invisible AI shortlist
Andy includes the records returned by the PubMed query instead of presenting only a model-selected handful. You see what matched and decide what to keep or discard.
Categories based on your results
Andy proposes categories based on the subtypes, mechanisms, and themes present in the search, so the structure reflects your literature rather than a generic template.
A documented, re-runnable search
Every search includes the exact PubMed query and the date it was run. Paste the query into PubMed to inspect it, modify the terms, or rerun the same search logic later.
A spreadsheet built for research
Every paper arrives with its title, authors, publication year, journal, PMID, available DOI, abstract, and category — ready to filter, annotate, and share.
Works while you work
Large searches continue in the background. Andy keeps you updated and messages you when the spreadsheet is ready.
Built to be handed to someone else.
Send the spreadsheet to your supervisor, bring it to a lab meeting, or use it as the starting reading list for a journal club.
Because the exact query is included, collaborators can inspect the search, modify the terms, rerun it, or continue screening the results with you.
Meet Frank · Andy's local PDF companion
Found the papers? Let Frank fetch the PDFs.
Select the papers you want from any Andy search. Open-access PDFs download instantly from your dashboard.
For papers requiring a subscription, Frank runs locally on your own computer and opens a browser window you control. Sign in through your existing university, library, or institutional account, and Frank retrieves the PDFs you are authorized to access — one paper at a time, at a respectful pace.
- Your credentials stay with you. Your password never leaves your computer. Andy sends Frank the paper list, never your login details.
- You remain in control. Sign in through Frank's browser window. He handles the routine steps and pauses whenever a page requires your attention.
- Your papers stay organized. PDFs are saved in a tidy, dated folder on your computer and added to your dashboard, ready to download from anywhere.
1/7 Tumor microenvironment remodeling in follicular…✓ saved
2/7 Single-cell atlas of nodal T-cell lymphoma…✓ saved
3/7 Stromal signatures predicting immunotherapy…✓ saved
4/7 waiting for you to sign in…then carrying on
5/7 Macrophage polarization across DLBCL subtypes…✓ saved
6/7 Spatial profiling of the leukemic niche…✓ saved
7/7 Checkpoint blockade resistance mechanisms…✓ saved
6 PDFs saved → Downloads/Frank PDFs
Andy is for the part of research where you do not yet know the literature.
Use Andy to:
- Scope a new research question
- Get oriented in an unfamiliar field
- Build an initial PubMed candidate set for a literature or scoping review
- Screen a large PubMed result set
- Assemble background reading for a grant or manuscript
- Build a shared reading list for your lab or journal club
- Catch up on recent publications in your field
See the literature, organized.
Not a flat list of links. Not an AI-written answer you have to take on trust. A traceable dataset you can filter by category, year, journal, and keyword — and use to decide what to open next.
Andy - Literature Review.xlsx
183 rows · 6 of 9 columns shown
| Title | Year | Journal | PMID | Lymphoma subtype | TME angle |
|---|---|---|---|---|---|
| Pathogenesis of diffuse large B cell lymphoma proteogenotypes | 2026 | Cancer Cell | 42242231 | DLBCL | Molecular subtyping |
| Multidimensional characterization of tumor-immune architecture reveals clinically relevant classic Hodgkin lymphoma subtypes | 2026 | Cancer Discov | 41615883 | Hodgkin | Spatial architecture |
| IL4Rα blockade inhibits proliferation of malignant lymphocytes and the immunosuppressive tumor microenvironment of mycosis fungoides | 2026 | J Immunother Cancer | 42350047 | Mycosis fungoides | Cytokine signalling |
| Myeloid landscape profiling identifies DLBCL-specific suppressive macrophages colocalized with blood endothelial cells | 2026 | Blood Adv | 41061154 | DLBCL | Macrophage biology |
| Tumor microenvironment differences between diagnostic and relapsed classic Hodgkin lymphoma revealed by scRNA-seq | 2026 | Blood Adv | 40924921 | Hodgkin | Single-cell profiling |
| CD70 overexpression at diagnosis predicts relapse and supports dual CD19-CD70 CAR-T therapy in follicular lymphoma | 2026 | Blood | 42485767 | Follicular | Therapy response |
| Serum free fatty acid promotes tumor progression and predicts golidocitinib sensitivity in peripheral T-cell lymphoma | 2026 | Blood Adv | 41564436 | Peripheral T-cell | Metabolism |
| Scaffold-free three-dimensional culture of chronic lymphocytic leukaemia preserves B-T-cell cross-talk and enables drug response profiling | 2026 | Br J Haematol | 42360285 | CLL/SLL | Model systems |
| Identifying the angiogenic receptor expression in mantle cell lymphoma patients and murine models | 2026 | Biomark Res | 42493794 | Mantle cell | Angiogenesis |
| Association of MMP-2 and MMP-9 polymorphisms and the pathogenesis of childhood Burkitt's lymphoma | 2026 | Pediatr Blood Cancer | 41834306 | Burkitt | Stroma & ECM |
Search run: 10 August 2026 · 183 records
PubMed query: (lymphoma[Title/Abstract]) AND ("tumor microenvironment"[Title/Abstract] OR "tumour microenvironment"[Title/Abstract] OR "immune microenvironment"[Title/Abstract]) AND 2026[pdat] NOT review[pt]
Real records — every PMID above links to PubMed. Abstracts, author lists and DOIs are included in the file.
About Andy AI
Andy AI is a literature search, screening, and retrieval assistant for academics and clinicians who need a traceable result set — not a quick AI-generated answer where you have no idea where the LLM got its information from. It is built by Advark Tech.
Describe a topic in plain language. Andy searches PubMed through the NCBI E-utilities API, retrieves the records and available abstracts returned by the search, proposes categories based on the result set, and delivers everything in an organized spreadsheet — together with the exact PubMed query and search date.
Once you have found the papers you need, Frank, Andy's local PDF companion, helps retrieve them. Open-access PDFs can be downloaded directly, while Frank runs locally on your computer to retrieve subscription papers available through your university, library, or institutional account. Your login credentials remain on your computer and are never shared with Andy.
Andy supports literature discovery and first-pass screening, while Frank helps you retrieve the source papers. They do not assess study quality, inspect full-text methods or figures, or interpret the scientific evidence for you.
Andy is available through the web dashboard and Telegram bot. Frank runs locally on your computer for secure, user-controlled PDF retrieval.
Why sign in with Google: Andy uses Google only to sign you in and identify your account, so your searches, spreadsheets and credits stay attached to you. It requests your email address and basic profile, nothing more — no access to Gmail, Drive, contacts or any other Google data. See our privacy policy and terms of use.
- Built on PubMed's official APIs
- Every paper traceable to a PMID
- Exact query and search date included
- Spreadsheet-first, built for filtering and sharing
- PDFs via your own library access — credentials never leave your computer
- Available on web and Telegram
Spend less time assembling the search. More time reading the literature.
Tell Andy what you're investigating. You'll get the PubMed result set, organized, along with the exact query and search date that produced it.
Start your first search5 free searches. No credit card required.