Evidence map›Paper›PMID 41998734›Full record

ArticleJournal of cardiothoracic surgery2026

Using SFTPC and computed tomographic volumetric imaging to diagnose and predict outcomes in usual interstitial pneumonia-type idiopathic pulmonary fibrosis.

Xionghua Huang, Lingna Guan, Jie Cao, Wei Bao

Abstract read
In one paragraph

Article in Journal of cardiothoracic surgery, 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

4 authors.

Xionghua Huang *Radiology Department, Fujian Longyan First Hospital, Fujian, 364000, China.
Lingna Guan *Wujin Hospital Affiliated with Jiangsu University, Jiangsu, 213002, China.
Jie CaoRadiology Department, JiuJiang NO.1 People's Hospital (Jiujiang City Key Laboratory of Cell Therapy), Jiangxi, 332000, China.
Wei BaoRadiology Department, Pinghu Traditional Chinese Medicine Hospital, No. 1800, Xinhua South Road, Pinghu City, 314200, Zhejiang, China. baoweiei2025@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThis study aimed to unravel the possible diagnostic ability and prognostic efficacy of SFTPC and volume computed tomography in usual interstitial pneumonia-type idiopathic pulmonary fibrosis (UIP-IPF).

methodsThe surfactant protein C‌ (SFTPC) genes related to pulmonary fibrosis were screened using the DISCO database. The expression level of SFTPC mRNA in the patients’ serum was detected, and the CALIPER vessel-related structure (VRS) scoring was performed using CT detection. SFTPC mRNA and CALIPER VRS underwent Receiver Operating Characteristic (ROC) curve analysis individually, followed by an integrated diagnostic ROC evaluation combining both modalities. Survival prognostication involved Kaplan-Meier analysis stratified by SFTPC mRNA or CALIPER VRS categories, with multivariable Cox proportional hazards regression modeling to determine the predictive ability for the death of patients.

resultsSFTPC demonstrated the most significant transcriptomic expression in myofibroblasts. SFTPC was elevated in UIP-IPF patients than in connective tissue disease-associated usual interstitial pneumonia (CTD-UIP) controls (p < 0.001), with an AUC of 0.7912 for diagnostic prediction. And the CALIPER VRS scoring system showed discriminative capacity (AUC, 0.7912). Their multimodal integration significantly enhanced prognostic accuracy (combined AUC, 0.8284). Survival analysis revealed stratification patterns: SFTPC mRNA high-expression vs. low-expression groups (log-rank p = 0.006) and CALIPER VRS high-risk vs. low-risk cohorts (log-rank p = 0.012) exhibited comparable mortality disparities. Cox regression confirmed SFTPC’s prognostic value (HR, 2.096; p = 0.021), with CALIPER VRS demonstrating a stronger mortality association (HR, 2.847; p = 0.017).

conclusionsThese findings showed that the expression level of SFTPC and the CALIPER VRS was capable of independently or in combination diagnosing UIP-IPF and, as factors to participate in prognosis.

Indexed as

Idiopathic Pulmonary FibrosisPulmonary Surfactant-Associated Protein CTomography, X-Ray ComputedAgedFemaleHumansMaleMiddle AgedPredictive Value of TestsPrognosisPulmonary Surfactant-Associated Protein CSFTPC protein, humanCALIPER vessel-related structureIdiopathic pulmonary fibrosisSurfactant protein C‌Usual interstitial pneumonia

Identifiers

PMID41998734
PMCPMC13231616

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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 Socratic graph.