Evidence map›Paper›PMID 35036827›Full record

ArticleFrontiers in education2021

Integrating Bioinformatics Tools Into Inquiry-Based Molecular Biology Laboratory Education Modules.

Carlos C Goller, Melissa C Srougi, Stefanie H Chen, Laura R Schenkman, Robert M Kelly

Open access · goldAbstract read
In one paragraph

Article in Frontiers in education, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.1field-weighted citation impact, top 56% 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

6 citing papers in PubMed, 8 citations in OpenAlex.

  1. Illuminating the "black boxes" of microbiome sequencing.Journal of microbiology & biology education · 2026
    Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. A 3D-printed Sanger sequencing activity addresses student misconceptions.Journal of microbiology & biology education · 2025
    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

5 authors at 1 institution in 1 country.

Carlos C GollerBiotechnology (BIT) Program, North Carolina State University, Raleigh, NC, United States.ORCID 0000-0002-2013-0334
Melissa C SrougiBiotechnology (BIT) Program, North Carolina State University, Raleigh, NC, United States.ORCID 0000-0003-2183-0233
Stefanie H ChenBiotechnology (BIT) Program, North Carolina State University, Raleigh, NC, United States.ORCID 0000-0002-9550-971X
Laura R SchenkmanBiotechnology (BIT) Program, North Carolina State University, Raleigh, NC, United States.
Robert M KellyBiotechnology (BIT) Program, North Carolina State University, Raleigh, NC, United States.ORCID 0000-0002-0639-3592
North Carolina State University · US

Funding

Molecular Biotechnology Laboratory Education Modules (MBLEM)R25GM130528 · NIGMS · NORTH CAROLINA STATE UNIVERSITY RALEIGH · PI GOLLER, CARLOS C, KELLY, ROBERT M · 2020 to 2024
$2.1M
NIGMS NIH HHS R25 GM130528
6 · The paper itself

Abstract

The accelerating expansion of online bioinformatics tools has profoundly impacted molecular biology, with such tools becoming integral to the modern life sciences. As a result, molecular biology laboratory education must train students to leverage bioinformatics in meaningful ways to be prepared for a spectrum of careers. Institutions of higher learning can benefit from a flexible and dynamic instructional paradigm that blends up-to-date bioinformatics training with best practices in molecular biology laboratory pedagogy. At North Carolina State University, the campus-wide interdisciplinary Biotechnology (BIT) Program has developed cutting-edge, flexible, inquiry-based Molecular Biology Laboratory Education Modules (MBLEMs). MBLEMs incorporate relevant online bioinformatics tools using evidenced-based pedagogical practices and in alignment with national learning frameworks. Students in MBLEMs engage in the most recent experimental developments in modern biology (e.g., CRISPR, metagenomics) through the strategic use of bioinformatics, in combination with wet-lab experiments, to address research questions. MBLEMs are flexible educational units that provide a menu of inquiry-based laboratory exercises that can be used as complete courses or as parts of existing courses. As such, MBLEMs are designed to serve as resources for institutions ranging from community colleges to research-intensive universities, involving a diverse range of learners. Herein, we describe this new paradigm for biology laboratory education that embraces bioinformatics as a critical component of inquiry-based learning for undergraduate and graduate students representing the life sciences, the physical sciences, and engineering.

Indexed as

bioinformaticscase studiesmolecular biotechnologyscience educationsoftware tools

Identifiers

PMID35036827
PMCPMC8758113
OpenAlexW3187055614

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.