Evidence map›Paper›PMID 39057140›Full record

Observational studyCurrent oncology (Toronto, Ont.)2024

Nonspecific Signs and/or Symptoms of Cancer: A Retrospective, Observational Analysis from a Secondary Care, US Community Oncology Dataset.

Christopher B Benton, Ding He, Karen Todoroff, Marie V Coignet, Ying Luan, Jason C Wong, Kathryn N Kurtzman, Ira Zackon

Abstract readObservational Study
In one paragraph

Observational study in Current oncology (Toronto, Ont.), 2024. 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

8 authors.

Christopher B BentonRocky Mountain Cancer Centers, Englewood, CO 80113, USA.
Ding HeOntada, Boston, MA 02109, USA.ORCID 0000-0001-8959-8587
Karen TodoroffOntada, Boston, MA 02109, USA.
Marie V CoignetGRAIL, LLC, Menlo Park, CA 94025, USA.
Ying LuanGRAIL, LLC, Menlo Park, CA 94025, USA.
Jason C WongGRAIL, LLC, Menlo Park, CA 94025, USA.
Kathryn N KurtzmanGRAIL, LLC, Menlo Park, CA 94025, USA.
Ira ZackonOntada, Boston, MA 02109, USA.

Funding

GRAIL, LLC No grant number
6 · The paper itself

Abstract

To help determine the unmet need for improved diagnostic tools to evaluate patients with nonspecific signs and/or symptoms (NSSS) and suspicion of cancer, we examined patient characteristics, diagnostic journey, and cancer incidence of patients with NSSS within The US Oncology Network (The Network), a secondary care community oncology setting. This retrospective, observational cohort study included patients aged ≥40 years with ≥1 NSSS in their problem list at their first visit within The Network (the index date) between 1 January 2016 and 31 December 2020. Patients were followed longitudinally with electronic health record data for initial cancer diagnosis, new noncancer diagnosis, death, end of study observation period, or 12 months, whichever occurred first. Of 103,984 patients eligible for inclusion, 96,722 presented with only 1 NSSS at index date; 6537/103,984 (6.3%) were diagnosed with 1 primary cancer within 12 months after the index date; 3825/6537 (58.5%) with hematologic malignancy, and 2712/6537 (41.5%) with solid tumor. Among patients diagnosed with cancer (n = 6774), the median time to cancer diagnosis after their first visit within The Network was 5.13 weeks. This study provides a real-world perspective on cancer incidence in patients with NSSS referred to a secondary care setting and highlights the unmet need for improved diagnostic tools to improve cancer outcomes.

Indexed as

NeoplasmsSecondary Health CareAdultAgedAged, 80 and overFemaleHumansMaleMiddle AgedRetrospective StudiesUnited Statescancer diagnosisearly detectionnonspecific signs and/or symptoms

Identifiers

PMID39057140
PMCPMC11276305

What OpenQuestion holds

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Registered trials

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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.