Evidence map›Paper›PMID 42719549›Full record

ReviewReproductive medicine and biology

Reassessing Semen Analysis: Clinical Insights Beyond Sperm Count and Motility.

Germar-Michael Pinggera, Pallav Sengupta, Taymour Mostafa, Fahmi Bahar, Aldo E Calogero, Sindhuja Srinivasan, Ashok Agarwal

Abstract readReview
In one paragraph

Review in Reproductive medicine and biology. 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

7 authors.

Germar-Michael PinggeraGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0001-6463-2494
Pallav SenguptaGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0002-1928-5048
Taymour MostafaGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0003-3627-0662
Fahmi BaharGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0002-7027-9436
Aldo E CalogeroGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0001-6950-335X
Sindhuja SrinivasanGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0002-0714-8804
Ashok AgarwalGlobal Andrology Forum Moreland Hills Ohio USA.ORCID https://orcid.org/0000-0003-0585-1026

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Semen analysis (SA), recognized by the World Health Organization (WHO) as the cornerstone of male infertility evaluation, remains indispensable in reproductive medicine. However, advances in assisted reproductive technology (ART) and artificial intelligence (AI) have highlighted the limitations of relying solely on conventional semen parameters. Objective: To critically review the evolving clinical role of SA by integrating conventional assessment with emerging functional, molecular, and computational approaches that improve diagnostic accuracy and individualized patient care. Methods: A narrative review of contemporary evidence was conducted, focusing on conventional semen parameters, biofunctional sperm testing, omics technologies, AI-assisted analysis, and broader clinical applications of SA. Results: Conventional parameters, including sperm concentration, motility, and morphology, remain essential but inadequately reflect fertilizing capacity. Adjunctive assessments, including oxidative stress biomarkers and sperm DNA fragmentation, provide valuable insights into sperm function and reproductive potential. Omics technologies, including genomics, transcriptomics, proteomics, and metabolomics, deepen mechanistic understanding, while AI enhances diagnostic precision, reproducibility, and standardization. Beyond infertility evaluation, SA also supports male contraceptive assessment, natural conception, ART, and patient counseling. Conclusions: Integrating conventional SA with functional, molecular, and AI-driven diagnostics provides a comprehensive framework for evaluating male fertility, advancing precision reproductive medicine and personalized clinical management.

Indexed as

cryopreservationmale infertilityreproductive technologiessemenspermvasectomy

Identifiers

PMID42719549
PMCPMC13555030

What OpenQuestion holds

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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.