Evidence map›Paper›PMID 35903103›Full record

ArticleFrontiers in immunology2022

Influence of the Initial Neutrophils to Lymphocytes and Platelets Ratio on the Incidence and Severity of Sepsis-Associated Acute Kidney Injury: A Double Robust Estimation Based on a Large Public Database.

Wenyan Xiao, Zongqing Lu, Yu Liu, Tianfeng Hua, Jin Zhang, Juanjuan Hu, Hui Li, Yaohua Xu, Min Yang

Open access · goldAbstract read
In one paragraph

Article in Frontiers in immunology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
3.7field-weighted citation impact, top 6% of its field
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

18 citing papers in PubMed, 27 citations in OpenAlex.

  1. Article
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  6. Why should lymphocytes immune profile matter in sepsis?World journal of critical care medicine · 2025
    Review
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  17. [Association of neutrophil, lymphocyte, platelet ratio with acute kidney injury in sepsis].Revista medica del Instituto Mexicano del Seguro Social · 2023
    Article
  18. Article
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

9 authors at 3 institutions in 1 country.

Wenyan XiaoThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Zongqing LuThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Yu LiuKey Laboratory of Intelligent Computing and Signal Processing, Anhui University, Ministry of Education, Hefei, China.
Tianfeng HuaThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Jin ZhangThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Juanjuan HuThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Hui LiThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Yaohua XuKey Laboratory of Intelligent Computing and Signal Processing, Anhui University, Ministry of Education, Hefei, China.
Min YangThe 2nd Department of Intensive Care Unit, the Second Affiliated Hospital of Anhui Medical University, Hefei, China.
Anhui Medical University · CNSecond Hospital of Anhui Medical University · CNAnhui University · CN

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Acute kidney injury (AKI) is a frequent consequence of sepsis and has been linked to poor prognosis. In critically ill patients, the ratio of neutrophils to lymphocytes and platelets (N/LP) has been confirmed as an inflammation-related marker connected with the development of renal dysfunction. However, the effect of the N/LP ratio on the initiation and development of AKI in patients with sepsis remained unclear. The purpose of this study was to determine if the N/LP ratio on intensive care unit (ICU) admission was associated with the occurrence of sepsis-associated AKI (S-AKI) and severe AKI. Methods: Adult septic patients from the Medical Information Mart for Intensive Care-IV database were screened and classified into three categories (low, middle, or high) based on their N/LP ratio quartiles. The Cox proportional hazard and competing risk models were used to determine the risk of S-AKI in various N/LP groups, whilst the logistic regression model and restricted cubic splines (RCS) analysis were employed to investigate the link between N/LP ratios and the occurrence of severe AKI. Finally, we did a doubly robust estimation, a subgroup analysis, and a sensitivity analysis to determine the findings' robustness. Results: We categorized 485, 968, and 485 septic patients into three groups based on their N/LP ratios: low, intermediate, and high. According the Cox proportional hazard model, the hazard rate (95% CI) for those in the middle and high N/LP groups on the incidence of S-AKI were 1.30(1.07, 1.58) and 1.27(1.02, 1.59), respectively, as compared to those in the low N/LP group. And the Fine-Gray proportional subdistribution hazards model indicated that mortality was not a substantial competing risk for S-AKI. Additionally, multivariate logistic regression revealed that the risk of severe AKI increased 1.83 fold in the high group compared to the low group. The RCS result also suggested that the probability of severe AKI rose significantly when N/LP > 9.5. The consistency of these findings was confirmed using doubly robust estimation. However, subgroup and sensitivity analyses revealed that the association between N/LP and the incidence of S-AKI, severe AKI varied considerably between different populations and diagnostic criteria. Conclusion: A raised initial N/LP level may induce the development of S-AKI and severe AKI within 7 days after ICU admission in septic patients. These influences were enhanced in elder, male, septic shock, and those with poor health condition. Furthermore, high NLP was more strongly connected to the risk of S-AKI and severe AKI in sepsis patients on the urine output-based AKI criteria than on the serum creatinine-based criteria.

Indexed as

Acute Kidney InjurySepsisAdultAgedHumansIncidenceLymphocytesMaleNeutrophilsRetrospective Studiesacute kidney injurycompeting risk modeldouble robust estimationneutrophils to lymphocytes and platelets ratiosepsis

Identifiers

PMID35903103
PMCPMC9320191
OpenAlexW4285042196

What OpenQuestion holds

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LicenceCC BY
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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.