Evidence map›Paper›PMID 41753825›Full record

ArticleMicromachines2026

Design and Simulation Analysis of a Temperature Control System for Real-Time Quantitative PCR Instruments Based on Key Hot Air Circulation and Temperature Field Regulation Technologies.

Zhe Wang, Yue Zhao, Yan Wang, Chunxiang Shi, Zizhao Zhao, Qimeng Chen, Lemin Shi, Xiangkai Meng, Hao Zhang, Yuanhua Yu

Abstract read
In one paragraph

Article in Micromachines, 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
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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

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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

10 authors.

Zhe WangSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Yue ZhaoSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Yan WangSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Chunxiang ShiSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Zizhao ZhaoJilin Provincial Institute of Metrology Science, Changchun 130103, China.
Qimeng ChenSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Lemin ShiSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Xiangkai MengSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Hao ZhangSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.
Yuanhua YuSchool of Life Science and Technology, Changchun University of Science and Technology, Changchun 130022, China.

Funding

Jilin Province Science and Technology Development Plan Project No. 20220402038GH
6 · The paper itself

Abstract

To address the technical bottlenecks commonly encountered with real-time quantitative PCR instruments, such as insufficient ramp rates and uneven chamber temperature distribution, this study proposes an innovative design scheme for a temperature control system that incorporates key hot air circulation and temperature field regulation technologies. By combining the PCR instruments' working principles and structural characteristics, the failure mechanisms associated with the temperature control system are systematically analyzed, and a reliability-oriented thermodynamic analysis model is constructed to clarify the functional positioning of core components and to systematically test the airflow uniformity, temperature dynamics, and nucleic acid amplification efficiency. An integrated fixture for airflow rectifier and cruciform frames is designed, which enables precise quantitative characterization of the system temperature uniformity, ramp rates, and amplification efficiency on a multi-condition comparison platform. Through modeling analysis combined with experimental validation, the thermal performance differences among various heating chamber structures are compared, leading to a multidimensional optimization of the temperature control system. The test results demonstrate outstanding core performance metrics for the optimized system: the up ramp reaches 7.5 ± 0.1 °C/s, the down ramp reaches 13.5 ± 0.1 °C/s, and the steady-state temperature deviation is only ±0.1 °C. The total duration for 35 PCR cycles is recorded at 16.3 ± 0.6 min, with a nucleic acid amplification efficiency of 98.9 ± 0.2%. The core performance metrics comprehensively surpass those of mainstream global counterparts. The developed temperature control system is well-suited for practical applications such as rapid detection, providing critical technological support for the iterative upgrade of nucleic acid amplification techniques while laying a solid foundation for the engineering development of high-performance PCR instruments.

Indexed as

airflow rectification systemcruciform frame temperature control systemPCR instrumentreliability

Identifiers

PMID41753825
PMCPMC12942541

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LicenceCC BY
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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.