CAnDi: a global catalogue of anaerobic digestion microbiomes
Methanogenic consortia drive the anaerobic conversion of organic matter into methane and CO2 — central both to the global carbon cycle and to engineered biogas biotechnologies. Decoding their functional and taxonomic landscape has been limited by reference databases that under-represent bacteriophages and plasmids. CAnDi (Catalogue of Anaerobic Digestion) is a new database assembled to close that gap, giving reactor operators and metagenomics pipelines a purpose-built reference for the organisms, viruses and mobile elements that actually run a digester.
A dedicated AD reference shifts reactor microbiome analysis from ad-hoc to catalogue-backed — the prerequisite for routine, comparable analytics across plants.
reference databasemetagenomicsanaerobic digestion
Paper
Nucleic Acids Research2026-10-31
high
Stage-Resolved Dynamics of Antibiotic Resistance Genes and Mobile Genetic Elements in Full-Scale Anaerobic Digestion Systems
Anaerobic digestion can reduce antibiotic-resistance genes (ARGs) and mobile genetic elements (MGEs) during waste treatment, but evidence from full-scale plants is limited and the relative weight of operational versus physicochemical drivers is unresolved. This study profiled stage-resolved resistome and mobilome dynamics — substrate, digestate and post-digestion storage — across ten Swedish farm-scale AD plants (42 samples), combining high-throughput qPCR (ResistoMap) with absolute 16S rRNA gene quantification and amplicon sequencing.
Full-scale, stage-by-stage resistome data is the evidence base for claims that digestion attenuates resistance — and for which stage does the work.
ARGsmobile genetic elementsfull-scale
Paper
Environmental Science & Technology2026-10-31
high
From saccharides to methane: substrate-driven microbial diversity and methanogenesis in anaerobic digestion revealed by 390 MAGs
Genome-centric metagenomics of synthetic AD systems fed five substrates (starch, glucose, butyrate, propionate-valerate, acetate) recovered 390 high-quality metagenome-assembled genomes — 64.36% of them potentially novel species. Substrate selected distinct functional consortia (e.g. Bifidobacterium enriched in starch hydrolysis), mapping the organisms behind each step of the degradation cascade.
High-resolution, substrate-resolved MAG catalogue — a resource for assigning function to the populations a plant's analytics will flag.
MAGsmetagenomicssubstrate
Paper
Microbiology Spectrum2026-10-29
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WasteFams: a database of protein families from global wastewater microbiomes
The first comprehensive database of protein families in wastewater microbiomes, integrating 580 metagenomes, 132 metatranscriptomes and 1,709 reference genomes (504 / 129 / 1,151 after filtering) and cataloguing 3,887 non-redundant protein families. It gives wastewater surveillance a functional reference layer rather than just taxonomy.
Functional (not just who-is-there) reference for treatment-plant biology — the layer most plant analytics are missing.
wastewaterprotein familiessurveillance
Paper
NAR Genomics and Bioinformatics2026-10-22
high
Representing full-scale CSTR biogas systems at laboratory scale: Start-up and microbial stabilisation
Five parallel 10-L continuous stirred-tank reactors were inoculated from a full-scale agricultural biogas plant to test how faithfully lab-scale microbiology reproduces full-scale behaviour — and how long stabilisation takes. It quantifies a recurring blind spot in AD research: whether bench reactors are actually representative of the processes they stand in for.
If your analytics are validated on bench CSTRs, this sets expectations for how much of that transfers to a real plant.
CSTRscale-upmethod
Paper
Bioresource Technology2026-10-31
high
Hydrogen nanobubbles overcome metabolic bottlenecks and remodel transcriptional networks for high-rate methanogenesis in the anaerobic digestion of Paulownia leaf litter
Volatile fatty acid (VFA) accumulation limits anaerobic digestion of lignocellulosic biomass by acidifying the reactor and unbalancing microbial metabolism. Using Paulownia leaf litter as substrate, hydrogen nanobubble water (H2-NBW) raised cumulative methane yields by 26.4-34.5% over controls, accelerated VFA turnover, and remodelled transcriptional networks in integrated multi-omics analyses.
A gas-side intervention — H2 delivered as nanobubbles — for the VFA-inhibition failure mode; relevant to any lignocellulosic or high-solids feedstock.
nanobubblesVFA inhibitionlignocellulose
Paper
Bioresource Technology2026-10-29
high
A hydrogen-adapted microbial community enhances in situ biomethanation robustness under increasing organic loading rate
In situ biomethanation upgrades biogas by feeding H2 to convert CO2 into CH4 inside the digester, but elevated H2 partial pressure can disrupt syntrophic interactions. Two 3-L mesophilic CSTRs tested whether prior H2 exposure adapts the community; H2-adapted communities held up under rising organic loading rate.
Directly relevant to biomethanation-based biogas upgrading — community adaptation looks like a lever for stability.
biomethanationbiogas upgradingH2
Paper
Bioresource Technology2026-10-27
high
Alleviation of ammonia inhibition associated with enhanced quorum sensing signaling system under trace elements supplementation during biomethanation
Ammonia toxicity remains a major bottleneck for stable AD operation, and trace-element supplementation is an established countermeasure — used to activate methanogenesis-related enzymes, reshape the community and improve process efficiency. This study asks how different trace elements modulate the biosynthesis and release of N-acyl homoserine lactones (AHLs), and the downstream relief of ammonia inhibition during biomethanation.
Connects a routine dosing practice (trace elements) to a signalling mechanism — a monitoring angle for ammonia-stressed digesters.
ammonia inhibitionquorum sensingtrace elements
Paper
Environmental Research2026-10-30
high
How acetate alleviates ammonium inhibition and enhances methane-fed single-cell protein production
Anaerobic digestion yields methane-rich biogas and ammonium-rich digestate, and converting both into single-cell protein (SCP) requires coordinated carbon and nitrogen use. In a membrane biofilm reactor, ammonium addition impaired nitrogen conversion and protein enrichment without eliminating methylotrophs, while acetate restored function — raising protein content to 61.25% and the apparent N-based SCP yield from 0.34 to 1.46 g SCP/g N.
Turns digestate nitrogen into product rather than waste — the carbon/nitrogen coordination step for methane-to-protein bioprocesses.
single-cell proteinmethanotrophsdigestate
Paper
Bioresource Technology2026-10-25
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Biohydrogen production via two-stage lactate-driven dark fermentation: A long-term operational performance study
Lactate-driven dark fermentation can improve hydrogen recovery in mixed-culture fermentation, but continuous two-stage configurations are under-explored. A two-stage system treating synthetic food waste ran 180 days at stable H2 production rates of 2.02-2.65 NL H2/L-d with high resilience after a major process disturbance; the lactate-producing stage accumulated up to 8.15 g/L of lactate while removing only 29% of the supplied carbohydrates.
Long-run (180-day) operational data for a two-stage H2-fermentation design — the kind of stability evidence bench studies rarely provide.
dark fermentationbiohydrogencontinuous operation
Paper
International Journal of Hydrogen Energy2026-10-29
high
First mRNA Cancer Vaccine Succeeds in Phase III Trial
Adding the mRNA-based individualised neoantigen vaccine intismeran autogene to pembrolizumab after surgery for melanoma reduced the risk of recurrence or death by 42% in the phase III INTerpath-0001 trial, presented at ESMO 2026 in Madrid (23-27 October). It is the first phase III win for an mRNA cancer vaccine — though the field is quick to note the mechanism behind the benefit is not yet clear.
Sets the commercial and scientific baseline for the whole individualised-vaccine field; expect the antigen-selection and delivery stack to become the competitive layer.
phase IIIneoantigenmRNA vaccine
Paper
Cancer Discovery2026-10-26
high
Vaccination targeting the novel endogenous tumor-associated antigen Gpr149 induces protective immunity against checkpoint inhibitor-refractory SB28 glioblastoma
Glioblastoma poorly induces spontaneous CD8+ T-cell responses, and preclinical vaccine work is limited by a lack of stringent models with defined endogenous antigens. This preprint identifies Gpr149 as an endogenous, vaccine-targetable antigen in the checkpoint-refractory SB28 mouse glioblastoma model and shows vaccination against it induces protective immunity in the brain.
A defined endogenous antigen in a hard, immunosuppressed tumour — the exact target class this desk tracks.
endogenous antigenglioblastomapreclinical
Preprint
bioRxiv2026-10-30
preprint
HERVolution publishes data showing engineered HERV-K antigens break immune tolerance and train immune cells to target cancer cells
HERVolution reports foundational data that rationally engineered HERV-K (human endogenous retrovirus K) antigens can break immune tolerance and train immune cells to target tumour cells — a direct dark-genome-antigen play, distinct from mutation-derived neoantigens. Company announcement / press release.
The clearest commercial signal in this edition for ERV-derived antigens as a vaccine target class.
HERV-KERV antigencompany
News
PR Newswire2026-10-28
medium
Retroviral insertions contributed to the divergence of human and chimpanzee brains
Humans and chimpanzees diverged in brain size, structure and cognition over 5-7 million years despite high conservation of protein-coding genes, and retroviral infections have left species-specific regulatory elements behind. Chimpanzees carry lineage-specific PTERV1 endogenous retroviruses absent in humans; epigenomic analysis of PTERV1 insertions in chimpanzee neural organoids found them heavily DNA-methylated, forming over 150 species-specific heterochromatic regions.
Shows ERVs acting as species-specific regulatory architecture — the same silence-or-release logic that decides whether a dark-genome antigen is presented in a tumour.
ERVPTERV1regulatory elements
Paper
Science Advances2026-10-23
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Extracellular matrix stiffness controls Transposable Elements through Pin1 to promote immune evasion in breast cancer
ECM rigidity stabilises the prolyl isomerase Pin1, which preserves heterochromatin organisation and nuclear-envelope integrity, thereby suppressing transposable-element activity and enabling immune evasion in breast cancer. Links mechanical tumour cues to dark-genome silencing — the inverse of the therapeutic strategy of releasing TE-derived antigens.
A mechanism explaining when TE antigens are hidden — informs why some tumours present dark-genome targets and others do not.
transposable elementsimmune evasionmechanobiology
Paper
Cancer Discovery2026-10-28
high
Neoantigen evolution in cancer: immunoediting, immune escape, and future vaccine strategies
A review of how tumour immunoediting and immune escape reshape the neoantigen landscape, and why personalised neoantigen vaccines — despite robust induction of neoantigen-specific T cells — have yielded inconsistent clinical efficacy. Frames the selection pressure any vaccine design must overcome.
Explains the gap between immune response and clinical benefit that the Phase III result will be scrutinised against.
reviewimmunoeditingneoantigen
Paper
BBA Reviews on Cancer2026-10-30
high
Designing a tumor landscape-modifying vaccine with a unique TLR2/6 agonist for refractory pancreatic cancer
Linked a novel TLR2/6 agonist adjuvant (C-VAX, derived from the natural agonist UNE-C1) to a KRAS G12D neoantigen and evaluated the integrated vaccine in a KPC orthotopic pancreatic cancer model. Targets one of the most vaccine-refractory tumours and one of the most common driver mutations.
Adjuvant and antigen co-design aimed squarely at the tumours where vaccines have repeatedly failed.
KRAS G12Dadjuvantpancreatic
Paper
Cellular & Molecular Immunology2026-10-27
high
A systematic pan-cancer analysis of intratumoral microbiota-derived epitopes to inform cancer immunotherapy and prevention
Constructed a pan-cancer landscape of intratumoral microbiota-derived epitopes from 1,190 samples across 24 cancer types, finding microbial epitopes differ from human ones in hydrophobicity, aliphatic index and stability, and that certain HLA-I alleles preferentially bind them. Microbiome-derived antigens as immunotherapy/prevention targets.
The explicit bridge between this desk and the microbiome desk — microbial epitopes as a non-self antigen source.
microbiotaepitopesHLA
Paper
Science Advances2026-10-28
high
Normal-Tissue Absence, Rather Than Cross-Patient Prevalence, Limits a Fixed Splice-Junction Panel in Hepatocellular Carcinoma: From a Pre-Specified In Silico Screen to a Genome-Wide Analysis
A fixed splice-junction vaccine panel needs junctions that recur across patients yet are absent from normal tissue — absence inferred from non-detection in finite references. Screening 1,263,305 junctions across 300 secreted, membrane and HCC-associated genes for 30% recurrence in 374 TCGA-LIHC tumours and absence in 50 matched normals and 251 GTEx liver samples, no junction met the pre-specified criteria: widely recurring junctions also occurred in normal tissue.
A negative result on antigen-selection strategy — for fixed (off-the-shelf) panels the binding constraint is normal-tissue absence, not tumour prevalence.
splice junctionsantigen selectionHCC
Paper
Biomedicines2026-10-20
high
Engineering Antigen Density on M13 Bacteriophage for Personalized Nanovaccine
Nanovaccine design has explored size, shape, surface charge and targeting, but antigen density has remained under-examined. Fine-tuning the antigen ratio on an M13 phage capsid from about 6.0% to about 70.4% enhanced the anti-tumour CD8+ T-cell response, with the density-dependent effect then investigated further.
A tunable design parameter for particle-based personalised vaccines — dosage-by-architecture rather than by amount.
nanovaccineantigen densitybacteriophage
Paper
Advanced Healthcare Materials2026-10-29
high
iNATURE trial shows improved PFS with personalised neoantigen vaccine and radiotherapy
Trade coverage reports improved progression-free survival in the iNATURE trial of a personalised neoantigen vaccine combined with radiotherapy — a second individualised-vaccine readout published alongside the melanoma Phase III.
Breadth check: individualised neoantigen vaccines are being combined with standard modalities, not only checkpoint inhibitors.
iNATUREneoantigenradiotherapy
News
Oncodaily2026-10-25
medium
TMV Vaccine Alone or With Toripalimab-tpzi for Recurrent Head and Neck Squamous Cell Carcinoma
Newly posted phase 1 trial of a personalised 'TMV' vaccine — particles derived from each participant's own tumour — alone or with the PD-1 inhibitor toripalimab-tpzi, in recurrent head-and-neck squamous cell carcinoma planned for surgery. NCT07898124, sponsored by Metaclipse Therapeutics.
A fresh trial entry the desk caught on first posting — proof the ClinicalTrials source adds lead time.
new trialhead and neckpersonalised
New trial
ClinicalTrials.gov2026-10-27
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