Evidence map›Paper›PMID 41687004›Full record

Observational studyJMIR public health and surveillance2026

Clinical Epidemiology of Cancer in People Living With HIV in Germany: Retrospective, Observational, Multicenter Federated Claims Data Analysis.

Bastian Reiter, Stefanie Andreas, Linnea Schumann, Bernd Bender, Isabel Schnorr, Andreas Heidenreich, Christoph Stephan, Andrea Prunotto, Andrea Laukhuf, Julius Wehrle and 9 more

Abstract readObservational StudyMulticenter Study
In one paragraph

Observational study in JMIR public health and surveillance, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

19 authors.

Bastian ReiterInstitute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0000-0002-1088-0502
Stefanie AndreasInstitute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0000-0003-2374-5550
Linnea SchumannInstitute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0009-0000-7932-5884
Bernd BenderInstitute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0000-0002-4947-4245
Isabel SchnorrInstitute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0009-0001-2575-0487
Andreas HeidenreichData Integration Center (DIC), University Hospital Frankfurt, Frankfurt am Main, Germany.ORCID 0009-0006-4056-6625
Christoph StephanMedical HIV Treatment and Research Unit, HIVCenter, University Hospital Frankfurt, Frankfurt am Main, Germany.ORCID 0000-0003-3777-9006
Andrea PrunottoData Integration Center, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany.ORCID 0000-0003-1235-1740
Andrea LaukhufData Integration Center, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany.ORCID 0009-0003-0641-3754
Julius WehrleData Integration Center, Medical Center and Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany.ORCID 0000-0001-6514-4230
Matthias MüllerDepartment of Medicine II (Gastroenterology, Hepatology, Endocrinology and Infectious Diseases), Medical Center and Faculty of Medicine, University of Freiburg, Freiburg im Breisgau, Germany.ORCID 0000-0001-6952-8442
Fabio Paul AubeleMedical Data Integration Center, LMU University Hospital, LMU Munich, Munich, Germany.ORCID 0009-0006-9970-7058
Marlien HagedornMedical Data Integration Center, LMU University Hospital, LMU Munich, Munich, Germany.ORCID 0009-0002-6998-5429
Fady AlbashitiMedical Data Integration Center, LMU University Hospital, LMU Munich, Munich, Germany.ORCID 0000-0002-0671-152X
Ulrich SeyboldDivision of Infectious Diseases, LMU University Hospital, LMU Munich, Munich, Germany.ORCID 0000-0001-9830-8350
Julia RoiderDivision of Infectious Diseases, LMU University Hospital, LMU Munich, Munich, Germany.ORCID 0000-0002-1347-2838
Melanie StecherDepartment I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany.ORCID 0000-0002-3460-1299
Daniel Maier *Institute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0000-0001-6266-8987
Jörg Janne Vehreschild *Institute for Digital Medicine and Clinical Data Sciences, Faculty of Medicine, Goethe University Frankfurt, Marienburgstrasse 6 Haus 97E / 2. OG, Frankfurt am Main, 60528, Germany, 49 15201483680.ORCID 0000-0002-5446-7170

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: People living with HIV are at increased risk for developing cancer, a leading cause of death in this population. The management of cancer in people living with HIV is particularly challenging, necessitating specialized, interdisciplinary care. However, insights into cancer care provision for people living with HIV in Germany remain scarce. Objective: This study analyzed inpatient cancer care for people living with HIV, comparing treatment patterns and complications with those of an HIV-negative control group. Using claims data from 3 German university hospitals related to admissions between 2005 and 2022, we aimed to identify care disparities and provide evidence to support improved cancer management. Methods: A customized federated approach was used to analyze inpatient claims data of patients across the 3 data-holding institutions. The data included demographics, diagnoses, procedures, and treatment codes as well as discharge information. Using nearest-neighbor matching, we analyzed demographic features, cancer diagnoses, anticancer therapies, and outcomes in people living with HIV and cancer and for a control group of HIV-negative patients with cancer. Results: Among 162,380 patients, 907 (0.6%) were people living with HIV and cancer. The count of cancer diagnoses declined over time, particularly for AIDS-defining cancers (total cancer diagnoses: P=.001; AIDS-defining cancers: P=.002), with a shift toward older age at diagnosis. Compared with matched controls, people living with HIV and cancer had longer hospital stays, experienced more postchemotherapy complications (cancer with HIV: 64/907, 15.6%; cancer without HIV: 20/907, 5.5%; P<.001), and showed higher rates of metastasis after initial diagnosis (cancer with HIV: 128/267, 47.9%; cancer without HIV: 97/287, 33.8%; P<.001). People living with HIV and cancer also showed increased in-hospital mortality, although mortality declined over time (P=.02). Our data suggested differences in documented therapy modalities between the compared groups, with people living with HIV and cancer receiving more chemo- and immunotherapy and less surgery. Conclusions: Using federated analysis techniques, we were able to show that cancer diagnoses and mortality among people living with HIV in Germany have decreased over time; however, disparities in treatment and outcomes persisted as compared with HIV-negative patients with cancer. Our findings underscore the need for tailored, multidisciplinary care strategies to improve cancer management for this population.

Indexed as

HIV InfectionsNeoplasmsAdultAgedFemaleGermanyHumansInsurance Claim ReviewMaleMiddle AgedRetrospective Studiescancerclaims datafederated analysisHIVinpatient caremalignancypeople living with HIV and cancerreal-world datasecondary data analysisSection 21 German Hospital Fees Act

Identifiers

PMID41687004
PMCPMC12904353

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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.