Evidence map›Paper›PMID 39852084›Full record

ReviewBiosensors2025

Microfluidic Assays for CD4 T Lymphocyte Counting: A Review.

Zhuolun Meng, Hassan Raji, Mahtab Kokabi, Deng Zou, James Chan, Qihao Liu, Ruifeng Zhang, Mehdi Javanmard

Abstract readReview
In one paragraph

Review in Biosensors, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed, 1 pooled it
–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

3 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. CD4Sensors (Basel, Switzerland) · 2026
    Pooled it
  2. Article
  3. Review
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.

Zhuolun MengElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.
Hassan RajiElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.
Mahtab KokabiElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.ORCID 0000-0001-5228-8358
Deng ZouElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.
James ChanElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.
Qihao LiuElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.
Ruifeng ZhangElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.
Mehdi JavanmardElectrical and Computer Engineering, Rutgers University-New Brunswick, 94 Brett Road, Piscataway, NJ 08854, USA.

Funding

National Science Foundation 1846740 and 2002511
6 · The paper itself

Abstract

CD4 T lymphocytes play a key role in initiating the adaptive immune response, releasing cytokines that mediate numerous signal transduction pathways across the immune system. Therefore, CD4 T cell counts are widely used as an indicator of overall immunological health. HIV, one of the leading causes of death in the developing world, specifically targets and gradually depletes CD4 cells, making CD4 counts a critical metric for monitoring disease progression. As a result, accurately counting CD4 cells represents a pressing challenge in global healthcare. Flow cytometry remains the gold standard for enumerating CD4 T cells; however, flow cytometers are expensive, difficult to transport, and require skilled medical staff to prepare samples, operate the equipment, and interpret results. This highlights the critical need for novel, rapid, cost-effective, and portable methods of CD4 enumeration that are suitable for deployment in resource-limited countries. This review will survey and analyze emerging research in CD4 counting, with a focus on microfluidic systems, which represent a promising area of investigation.

Indexed as

CD4-Positive T-LymphocytesMicrofluidic Analytical TechniquesMicrofluidicsBiosensing TechniquesCD4 Lymphocyte CountFlow CytometryHumansASSURED criteriaCD4 countingHIV/AIDSmicrofluidicspoint-of-care

Identifiers

PMID39852084
PMCPMC11763704

What OpenQuestion holds

Textmetadata
LicenceCC BY
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 OpenQuestion graph.