José Horacio Grau’s research while affiliated with Museum für Naturkunde - Leibniz Institute for Research on Evolution and Biodiversity and other places

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Publications (48)


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New insights into the molecular basis of gametogenesis in the hybridogenetic water frog Pelophylax esculentus
  • Preprint
  • File available

March 2025

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52 Reads

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Martin Meixner

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[...]

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The molecular processes underlying genome exclusion and clonal gamete formation in the germline of hybridogenetic water frog hybrids are poorly understood. For the first time, we have characterized the coding sequences of 160 gametogenic genes from the European water frog species Pelophylax lessonae (LL) and Pelophylax ridibundus (RR). In addition, single nucleotide polymorphisms (SNPs) in 52 of these genes were analyzed in both species (60 LL, 252 RR) and their hybridogenetic hybrid, Pelophylax esculentus (340 LR), from population systems that differ in genotypic composition, sex ratio, and modes of inheritance. Ten gametogenic genes may be linked to the population system and, thus, indirectly to the reproductive mode, i.e., the premeiotic exclusion of the ridibundus (R) genome in the lessonae - esculentus system and/or the lessonae (L) genome in the ridibundus - esculentus system. These genes are involved in various processes, including the control of spindle formation and chromosome movement during mitosis and meiosis, epigenetic silencing, cell cycle regulation, double-strand break repair and homologous recombination, including transposable element silencing. In addition, both the transcriptome and SNP data provide evidence for gene flow between the L and R genomes. The results are consistent with the clonal inheritance patterns described for P. esculentus and suggest that genome exclusion is based on complex genomic interactions involving multiple genes and molecular factors. Furthermore, our data suggest that interspecific gene flow has played an important role in the evolution of different inheritance modes in P. esculentus , leading to the emergence of distinct population systems.

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FIGURE 1
TABLE 1 Continued
Brief summary of high-throughput sequencing techniques and their potential usage for conservation related analyses.
Preserving Darwin’s fox: genomic tools for the conservation of South America’s most endangered canid

January 2025

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104 Reads

Frontiers in Conservation Science

Advances in high-throughput sequencing (HTS) have made it a powerful resource for the conservation of threatened species, providing information at both population and individual levels to inform management decisions. In South America, however, the application of HTS in conservation has been limited, primarily due to challenges in funding and access to advanced genomic equipment and analytical expertise. Darwin’s fox ( Lycalopex fulvipes ), endemic to Chile’s Valdivian Temperate Rainforest, is the most endangered canid in South America with a small and declining population estimated at less than 1000 mature individuals. Despite its endangered status, significant knowledge gaps remain. Here we highlight the potential of HTS to address these challenges, such as clarifying its taxonomy, demographic history, geographic distribution, population structure, genetic diversity, and pathogen exposure. Integrating molecular data into conservation planning will be pivotal in ensuring the long-term survival of Darwin’s fox by identifying priorities for targeted management interventions, highlighting areas of critical habitat for conservation, and guiding genetic rescue efforts to enhance genetic diversity and resilience.


Dilutions of TNA extracted from the airport BER (A) and the WWTPs Ruhleben (B), Schönerlinde (C), and Waßmannsdorf (D) display an increase in the SARS-CoV-2 target N1 and N2 copies after multiplication with the corresponding dilution factors, indicating the presence of PCR inhibitors. Data show three biological replicates of each WWTP and the airport from July and August 2023. TNA extracts were measured undiluted (ud) and diluted up to 1:20 (one replicate only up to 1:10). Black dots and lines show the geometric mean of the three biological replicates, individual replicates are indicated as a gray line.
PCR inhibitor removal (PIR) leads to improved dPCR runs and increased detection of target RNA copy numbers. (A) The data show comparative dPCR analyses using TNA extracts of the WWTPs Ruhleben (n = 21) and Waßmannsdorf (n = 19) from 4 February 2024 to 27 March 2024 with (blue, circle) or without (red, square) PIR treatment as templates. PIR was conducted using dilutions and the OneStepTM PCR inhibitor removal kit. (B) QuantiNovaTM IC RNA was spiked into dPCR mixtures in the presence of PIR-treated (blue, circle) or untreated (red, square) TNA extracts from WWTP Ruhleben samples (n = 4). The quantified QuantiNovaTM IC RNA copy number in the absence of WWTP TNA extracts was set to 100% and the data show the calculated relative amounts of amplified QuantiNovaTM IC RNA in the presence of WWTP TNA extracts.
Comparison of the flow-normalized SARS-CoV-2 RNA values (mean of the targets N1 and N2) measured by dPCR between TNA extracts with PCR inhibitor removal and five-fold dilution (PIR+D) (blue, circle) or undiluted TNA without PIR (w/o PIR+D) (red, square) derived from Ruhleben (n = 21) and Waßmannsdorf (n = 19). The data show a comparative analysis of all samples (2–3 per week) from 4 February 2024, until 27 March 2024.
PIR+D treatment increases stability of wastewater monitoring. To exclude seasonal effects, we assessed time series stability over comparable periods from April to October. Samples treated with the new inhibitor removal protocol (PIR+D) are from 2024 and samples without PIR+D treatment (w/o) are from 2023. The dashed line indicates our stability threshold of an MAE of 0.1 (GMRAE 26%); after implementing PIR+D, all wastewater treatment plants (WWTPs) fell below this threshold, demonstrating improved stability. The number of observations differs due to a lower sampling frequency in 2024: WWTP Ruhleben (PIR+D: n = 50, w/o: n = 80), Schönerlinde (PIR+D: n = 54, w/o: n = 80), Waßmannsdorf (PIR+D: n = 53, w/o: n = 78). For full times series of measurements and fit of the spline, see Figure A2.
SARS-CoV-2 sequencing quality (coverage and alignment) with and without PCR inhibitor removal (PIR). Sequencing with PIR (blue) and w/o PIR (red) was performed on the same wastewater sample (connected by a gray line). (A) Coverage of the SARS-CoV-2 genome in % of genome with sequencing/amplicon depth above 100. (B) Overall, on-target alignment rate as the % of reads that mapped the reference genome.
Effective Inhibitor Removal from Wastewater Samples Increases Sensitivity of RT-dPCR and Sequencing Analyses and Enhances the Stability of Wastewater-Based Surveillance

December 2024

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60 Reads

Wastewater-based surveillance (WBS) is a proven tool for monitoring population-level infection events. Wastewater contains high concentrations of inhibitors, which contaminate the total nucleic acids (TNA) extracted from these samples. We found that TNA extracts from raw influent of Berlin wastewater treatment plants contained highly variable amounts of inhibitors that impaired molecular analyses like dPCR and next-generation sequencing (NGS). By using dilutions, we were able to detect inhibitory effects. To enhance WBS sensitivity and stability, we applied a combination of PCR inhibitor removal and TNA dilution (PIR+D). This approach led to a 26-fold increase in measured SARS-CoV-2 concentrations, practically reducing the detection limit. Additionally, we observed a substantial increase in the stability of the time series. We define suitable stability as a mean absolute error (MAE) below 0.1 log10 copies/L and a geometric mean relative absolute error (GMRAE) below 26%. Using PIR+D, the MAE could be reduced from 0.219 to 0.097 and the GMRAE from 65.5% to 26.0%, and even further in real-world WBS. Furthermore, PIR+D improved SARS-CoV-2 genome alignment and coverage in amplicon-based NGS for low to medium concentrations. In conclusion, we strongly recommend both the monitoring and removal of inhibitors from samples for WBS.



(A) 7-day notification rate for COVID-19 hospitalization during summer and autumn 2023 indicating an increase from October to December 2023. (B) COVID-19 intensive care unit utilization rate for the same time interval, also demonstrating an increase starting in October 2023. The 7-day COVID-19 hospitalization rate (A) and the intensive care unit utilization rate (B) are shown from 29 May to 8 December 2023. (C) Emergence of SARS-CoV-2 sublineage JN.1 (BA.2.86.1.1) during autumn 2023 in genomic wastewater monitoring for three wastewater treatment plants (Ruhleben, Schönerlinde and Wassmannsdorf), covering 84% of the Berlin population. Wastewater data is shown until 26 November 2023 (last sampling date).
Combined SARS-CoV-2 viral concentrations in Berlin from 29 May to 26 November 2023 (last sampling date), using data from three wastewater treatment plants (Ruhleben, Schönerlinde and Wassmannsdorf), covering 84% of the Berlin population. The blue line represents the total amount of target RNA copies per liter over time, the red curve indicates XBB attributed RNA copies per liter, and the violet line shows BA.2.86.x attributed RNA copies per liter.
Heatmap of unique mutations found in wastewater sequencing from the Ruhleben wastewater treatment plant from 7 August to 26 November 2023 showing fingerprint variants for clade 23I. WWTP Ruhleben is shown as an example since it is the largest WWTP in Berlin covering 1.6 Mio inhabitants, the other WWTPs are shown in the supplementary materials. Fingerprint mutations are exclusive for each lineage and can be used to determine the presence of a variant with a high degree of confidence. Although the fingerprint mutations for JN.1 (BA.2.86.1.1, clade 23I) were first detected in September, their significance was unknown as JN.1 would only be defined as a Pango-lineage on 29 September 2023 and was integrated in Nextstrain on 26 October 2023. Only as of the middle of October, the number and frequency of known fingerprint mutations allowed for the determination of JN.1.
Timely Monitoring of SARS-CoV-2 RNA Fragments in Wastewater Shows the Emergence of JN.1 (BA.2.86.1.1, Clade 23I) in Berlin, Germany

January 2024

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80 Reads

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19 Citations

The importance of COVID-19 surveillance from wastewater continues to grow since case-based surveillance in the general population has been scaled back world-wide. In Berlin, Germany, quantitative and genomic wastewater monitoring for SARS-CoV-2 is performed in three wastewater treatment plants (WWTP) covering 84% of the population since December 2021. The SARS-CoV-2 Omicron sublineage JN.1 (B.2.86.1.1), was first identified from wastewater on 22 October 2023 and rapidly became the dominant sublineage. This change was accompanied by a parallel and still ongoing increase in the notification-based 7-day-hospitalization incidence of COVID-19 and COVID-19 ICU utilization, indicating increasing COVID-19 activity in the (hospital-prone) population and a higher strain on the healthcare system. In retrospect, unique mutations of JN.1 could be identified in wastewater as early as September 2023 but were of unknown relevance at the time. The timely detection of new sublineages in wastewater therefore depends on the availability of new sequences from GISAID and updates to Pango lineage definitions and Nextclade. We show that genomic wastewater surveillance provides timely public health evidence on a regional level, complementing the existing indicators.


Contrasting levels of hybridization across the two contact zones between two hedgehog species revealed by genome-wide SNP data

October 2022

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109 Reads

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8 Citations

Heredity

Hybridization and introgression have played important roles in the history of various species, including lineage diversification and the evolution of adaptive traits. Hybridization can accelerate the development of reproductive isolation between diverging species, and thus valuable insight into the evolution of reproductive barrier formation may be gained by studying secondary contact zones. Hedgehogs of the genus Erinaceus, which are insectivores sensitive to changes in climate, are a pioneer model in Pleistocene phylogeography. The present study provides the first genome-wide SNP data regarding the Erinaceus hedgehogs species complex, offering a unique comparison of two secondary contact zones between Erinaceus europaeus and E. roumanicus. Results confirmed diversification of the genus during the Pleistocene period, and detected a new refugial lineage of E. roumanicus outside the Mediterranean basin, most likely in the Ponto-Caspian region. In the Central European zone, the level of hybridization was low, whereas in the Russian-Baltic zone, both species hybridise extensively. Asymmetrical gene flow from E. europaeus to E. roumanicus suggests that reproductive isolation varies according to the direction of the crosses in the hybrid zones. However, no loci with significantly different patterns of introgression were detected. Markedly different pre- and post-zygotic barriers, and thus diverse modes of species boundary maintenance in the two contact zones, likely exist. This pattern is probably a consequence of the different age and thus of the different stage of evolution of reproductive isolating mechanisms in each hybrid zone.


SARS-CoV-2 infection dynamics revealed by wastewater sequencing analysis and deconvolution

October 2022

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86 Reads

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23 Citations

The Science of The Total Environment

The use of RNA sequencing from wastewater samples is a valuable way for estimating infection dynamics and circulating lineages of SARS-CoV-2. This approach is independent from testing individuals and can therefore become the key tool to monitor this and potentially other viruses. However, it is equally important to develop easily accessible and scalable tools which can highlight critical changes in infection rates and dynamics over time across different locations given sequencing data from wastewater. Here, we provide an analysis of lineage dynamics in Berlin and New York City using wastewater sequencing and present PiGx SARS-CoV-2, a highly reproducible computational analysis pipeline with comprehensive reports. This end-to-end pipeline includes all steps from raw data to shareable reports, additional taxonomic analysis, deconvolution and geospatial time series analyses. Using simulated datasets (in silico generated and spiked-in samples) we could demonstrate the accuracy of our pipeline calculating proportions of Variants of Concern (VOC) from environmental as well as pre-mixed samples (spiked-in). By applying our pipeline on a dataset of wastewater samples from Berlin between February 2021 and January 2022, we could reconstruct the emergence of B.1.1.7(alpha) in February/March 2021 and the replacement dynamics from B.1.617.2 (delta) to BA.1 and BA.2 (omicron) during the winter of 2021/2022. Using data from very-short-reads generated in an industrial scale setting, we could see even higher accuracy in our deconvolution. Lastly, using a targeted sequencing dataset from New York City (receptor-binding-domain (RBD) only), we could reproduce the results recovering the proportions of the so-called cryptic lineages shown in the original study. Overall our study provides an in-depth analysis reconstructing virus lineage dynamics from wastewater. While applying our tool on a wide range of different datasets (from different types of wastewater sample locations and sequenced with different methods), we show that PiGx SARS-CoV-2 can be used to identify new mutations and detect any emerging new lineages in a highly automated and scalable way. Our approach can support efforts to establish continuous monitoring and early-warning projects for detecting SARS-CoV-2 or any other pathogen.


The Core Human Microbiome: Does It Exist and How Can We Find It? A Critical Review of the Concept

July 2022

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245 Reads

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54 Citations

The core microbiome, which refers to a set of consistent microbial features across populations, is of major interest in microbiome research and has been addressed by numerous studies. Understanding the core microbiome can help identify elements that lead to dysbiosis, and lead to treatments for microbiome-related health states. However, defining the core microbiome is a complex task at several levels. In this review, we consider the current state of core human microbiome research. We consider the knowledge that has been gained, the factors limiting our ability to achieve a reliable description of the core human microbiome, and the fields most likely to improve that ability. DNA sequencing technologies and the methods for analyzing metagenomics and amplicon data will most likely facilitate higher accuracy and resolution in describing the microbiome. However, more effort should be invested in characterizing the microbiome’s interactions with its human host, including the immune system and nutrition. Other components of this holobiontic system should also be emphasized, such as fungi, protists, lower eukaryotes, viruses, and phages. Most importantly, a collaborative effort of experts in microbiology, nutrition, immunology, medicine, systems biology, bioinformatics, and machine learning is probably required to identify the traits of the core human microbiome.


SARS-CoV-2 infection dynamics revealed by wastewater sequencing analysis and deconvolution

May 2022

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235 Reads

The use of RNA sequencing from wastewater samples is a valuable way for estimating infection dynamics and circulating lineages of SARS-CoV-2. This approach is independent from testing individuals and can therefore become the key tool to monitor this and potentially other viruses. However, it is equally important to develop easily accessible and scalable tools which can highlight critical changes in infection rates and dynamics over time across different locations given sequencing data from wastewater. Here, we provide an analysis of lineage dynamics in Berlin and New York City using wastewater sequencing and present PiGx SARS-CoV-2, a highly reproducible computational analysis pipeline with comprehensive reports. This end-to-end pipeline includes all steps from raw data to shareable reports, additional taxonomic analysis, deconvolution and geospatial time series analyses. Using simulated datasets (in silico generated and spiked-in samples) we could demonstrate the accuracy of our pipeline calculating proportions of Variants of Concern (VOC) from environmental as well as pre-mixed samples (spiked-in).


A new genus and two new species of land planarians (Platyhelminthes: Tricladida: Geoplanidae) from Southern Chile

April 2022

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28 Reads

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3 Citations

The paper describes the new land planarian genus Mapuplana gen. nov. from Chile, on the basis of the two new species Mapuplana guttulata sp. nov. and M. fjordica sp. nov. The genus Mapuplana is mainly characterised by two putative apomorphies: a subneural parenchymal musculature consisting of diagonal decussate muscle fibres; and a blind duct opening sideways into the female atrium. The new species are very similar to each other in their general anatomy and differ only in details in the pattern of dorsal colouration, the relative distance between mouth and gonopore, the relative thickness of the ventral cutaneous musculature, the orientation of the gonoduct, and the shape of the female atrium. http://www.zoobank.org/urn:lsid:zoobank.org:pub:120AC180-D4AC-433F-B3A0-BB96C6962DB4


Citations (24)


... Only windows that exhibited <= 50% missingness across all species (n=924) were retained for further analysis. Sequences that passed these thresholds were converted to multiple sequence alignments using MAFFT and trees were built from each loci using IQTree2 with 100 bootstraps each with a GTR + I + G substitution model 144,145 . Each loci tree was merged and provided as input for ASTRAL II 146,147 to call a final consensus species tree. ...

Reference:

On the ancestry and evolution of the extinct dire wolf
Colonial-driven extinction of the blue antelope despite genomic adaptation to low population size

Current Biology

... For this purpose, the three largest WWTPs in Berlin (Ruhleben, Schönerlinde, Waßmannsdorf) were sampled two to three times a week, and the international airport BER was sampled once a week since 2022. The catchment areas of the WWTPs encompass 84% of Berlin's population ( Figure S1), which is equal to approximately 3.25 million inhabitants [17]. ...

Timely Monitoring of SARS-CoV-2 RNA Fragments in Wastewater Shows the Emergence of JN.1 (BA.2.86.1.1, Clade 23I) in Berlin, Germany

... Numerous prior studies have explored the use of targeted RNA sequencing in tracking pathogens, most notably SARS-CoV-2. These have been executed in numerous areas around the globe, including the US, Germany, Switzerland, Japan, Hong Kong, India, and Africa [12][13][14][15][16][17][18][19] . ...

SARS-CoV-2 infection dynamics revealed by wastewater sequencing analysis and deconvolution
  • Citing Article
  • October 2022

The Science of The Total Environment

... Pleistocene glacial cycles are critical factors closely associated with species distribution and population differentiation (Hewitt 2004, Eliásová et al. 2022. During glacial phases, areas of low-elevation terrestrial habitats would increase in size during a drop in sea level, which could contribute positively to maintain the population and accelerate its expansion during glacial phases (Zhang et al. 2015, Zhu et al. 2016. ...

Contrasting levels of hybridization across the two contact zones between two hedgehog species revealed by genome-wide SNP data
  • Citing Article
  • October 2022

Heredity

... Therefore, research on their diversity and accurate taxonomic identification is fundamentally necessary to identify which species have a positive or negative impact on terrestrial ecosystems. Currently, most of the research on land planarians has been carried out by European and South American researchers (e.g., Carbayo et al. 2016, Negrete et al. 2019, Rossi et al. 2019, Araujo et al. 2020, Lago-Barcia et al. 2021, Negrete et al. 2021, Almeida et al. 2022Grau et al. 2022, Solà et al. 2023). On the other hand, there has been no domestic researchers on land planarians in the Republic of Korea until now. ...

A new genus and two new species of land planarians (Platyhelminthes: Tricladida: Geoplanidae) from Southern Chile
  • Citing Article
  • April 2022

... Substantial inter-individual variations in both the taxonomic composition of microbial communities and even gene content of the same microbial species have been previously reported [3,4]. One primary result from the international effort to fully characterize the human microbiome is the lack of a core human microbiota [5], with diet identified as the largest source of variation in the gut community [6,7]. Another significant factor predicting microbial assemblage is host genotype, with significant host-gut microbiota associations identified in humans [8,9], mice [10][11][12], and flies [13][14][15]. ...

The Core Human Microbiome: Does It Exist and How Can We Find It? A Critical Review of the Concept

... Over thousands of years, species have acquired their ecological niches through adaptations to local phenological conditions and competition with other species [1][2][3]. With the advent of the anthropocene, the balance of competition among species has been disrupted. ...

Multiple types of genomic variation contribute to adaptive traits in the mustelid subfamily Guloninae

... The low FROH and inbreeding coefficients in the declining regent honeyeater population may be due to the species's high mobility, allowing individuals to move efficiently, reducing the risk of inbreeding and population differentiation. Similar patterns are observed in other endangered species with high mobility, such as the addax (Addax nasomaculatus [78]). Moreover, large admixed ancestral populations, such as the regent honeyeater, are expected to take more time to exhibit evidence of long ROH accumulation due to the extended coalescence times of their haplotypes [79]. ...

Diversity and Paleodemography of the Addax (Addax nasomaculatus), a Saharan Antelope on the Verge of Extinction

... And also, for medicinal use. Depletion of prey, habitat destruction, wildlife diseases, and competition with other carnivores are also the causes of decline Derouiche et al., 2020;Bhandari et al., 2015;Westbury et al., 2021). In India, data on striped hyenas are recorded as data deficient, with the population estimated at no more than 1,000 individuals. ...

Ecological Specialisation and Evolutionary Reticulation in Extant Hyaenidae

Molecular Biology and Evolution

... In the R-E HPS, most hybrids transmit the (L)genome but diploid hybrids here often produce a mix of gametes with either (L)-or (R)genome Doležálková et al., 2016;Pustovalova et al., 2022). This phenomenon was first shown in P. esculentus males and described as amphispermy (Vinogradov et al., 1991;Doležálková-Kaštánková and Mazepa et al., 2021). Because this reproductive mode is not restricted to males, it was proposed to be called amphigameticity (Pustovalova et al., 2022). ...

Capture and return of sexual genomes by hybridogenetic frogs provide clonal genome enrichment in a sexual species