Evidence map›Paper›PMID 42604899›Full record

ArticleMethods in molecular biology (Clifton, N.J.)2026

Beyond Small Molecules: Applying Fragment Molecular Orbital Sygnature Platform (FMO-SP) to Emerging Modalities.

Alexander Heifetz, Girinath G Pillai, Maryamdokht Taimoory, Louise Birch, Colin Sambrook Smith

Abstract read
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In one paragraph

Article in Methods in molecular biology (Clifton, N.J.), 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
–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

5 authors.

Alexander HeifetzSygnature Discovery, BioCity Nottingham, Pennyfoot Street, Nottingham, NG1 1GF, UK. alexander.heifetz@sygnaturediscovery.com.
Girinath G PillaiSygnature Discovery, BioCity Nottingham, Pennyfoot Street, Nottingham, NG1 1GF, UK. g.pillai@sygnaturediscovery.com.
Maryamdokht TaimoorySygnature Discovery, 201-2350 Cohen, Saint-Laurent, H4R 2N6, QC, Canada.
Louise BirchSygnature Discovery, BioCity Nottingham, Pennyfoot Street, Nottingham, NG1 1GF, UK.
Colin Sambrook SmithSygnature Discovery, BioCity Nottingham, Pennyfoot Street, Nottingham, NG1 1GF, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Drug discovery is rapidly expanding beyond traditional small molecules to encompass new therapeutic modalities capable of addressing previously "undruggable" targets. Between 2015 and mid-2025, FDA approvals increasingly included biologics and emerging therapeutic modalities such as antibody-drug conjugates (ADCs), nucleic acid therapeutics, and other nontraditional approaches. In parallel, PROTACs and molecular glue degraders (MGDs) have expanded rapidly in clinical development. These innovations are reshaping therapeutic strategies in oncology, metabolic disease, and rare disorders, but they introduce major design challenges: large and shallow protein-protein interfaces, competition with extensive native interaction networks, ternary complex cooperativity, and the intricacies of nucleic-acid recognition. Addressing these problems requires accurate quantum-mechanical methods capable of resolving the underlying molecular interactions. The Fragment Molecular Orbital Sygnature Platform (FMO-SP) integrates quantum mechanics with automated workflows and intuitive visual analytics to provide residue-level, quantified energetic insights. These capabilities enable rational optimization of ADCs, PROTAC, and MGD ternary complexes, GPCR-peptide, PPi interfaces, and RNA/DNA modulators. Building on Chap. 4 (small molecules), this chapter demonstrates how FMO-SP elucidates mechanisms of action and guides design across emerging therapeutic modalities, supporting more predictive and resource-efficient drug discovery.

Indexed as

Drug DiscoverySmall Molecule LibrariesHumansImmunoconjugatesProteolysis Targeting ChimeraQuantum MechanicsImmunoconjugatesProteolysis Targeting ChimeraSmall Molecule LibrariesAntibody–drug conjugatesBiologicsCereblonComputational chemistryDNA modulatorsDrug discoveryFragment molecular orbitalFragment molecular orbital sygnature platformGLP-1 receptorG-protein coupled receptorsGSPT1Metabolic GPCRsMolecular glue degradersMolecular gluesNucleic acid therapeuticsPeptidesPeptidomimeticsProtein–protein interactionsProteolysis-targeting chimerasQuantum-based workflowsQuantum mechanicsResidue-level energeticsRNA modulatorsSemaglutideStructure-based drug designTargeted protein degradationTherapeutic modalities

Identifiers

PMID42604899

What OpenQuestion holds

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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.