Helina S. Woldekiros’s research while affiliated with Washington University in St. Louis and other places

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Publications (15)


Anthropogenic events and responses to environmental stress are shaping the genomes of Ethiopian indigenous goats
  • Article
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July 2024

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133 Reads

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Helina S. Woldekiros

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Population genetic structure and relationship of the Ethiopian goat populations based on (a) PCA and (b) ADMIXTURE analysis at K = 2, (c) geographic distribution and genetic admixture proportion of the Ethiopian indigenous goat populations (d) phylogenetic tree constructed using FST values, (e) the pattern of linkage disequilibrium (r²) from 0 to 1 Mb and (f) the pattern of effective population size (Ne) in the past 1000 generations.
Figure 1. (continued)
Population genetic structure and relationship of the African, South Asian, Middle Eastern, European, and wild Bezoar goat populations. (a) PCA, (b) ADMIXTURE analysis at K = 2, 3, 4, and 5, (c) Cross-validation error (CV) value at K = 4, (d) phylogenetic tree constructed using FST values, (ea and eb) the pattern of linkage disequilibrium (r²) from 0 to 1 Mb and (fa and fb) the pattern of effective population size (Ne) in the past 1000 generations. Note: The LD and Ne are plotted based on the admixture, PCA and phylogenetic tree results. Ethiopian-A includes Abergelle, Gonder, Agew, Ambo, Gumuz, Arsi-Bale and Keffa whereas Ethiopian-B consists of Afar, Short ear Somali, Long ear Somali, Haraghe highland, Woyto-Guji and Kenyan-Boarn goats.
Manhattan plots showing genome-wide selection signals as revealed by: (a) ZHP, (b) ZFST and (c) XP-EHH amongst Ethiopian indigenous goat populations. (a) ZHp Analysis for individual Ethiopian goat populations (Afar, Arsi-Bale and Keffa). (b) Manhattan plots for pairwise ZFST analysis results among the three Ethiopian indigenous goat populations (Afar, Arsi-Bale, Keffa) used in this analysis. (c) Manhattan plots for pairwise XP-EHH analysis results among the three Ethiopian indigenous goat populations (Afar, Arsi-Bale, Keffa) used in this analysis.
Figure 3. (continued)

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Anthropogenic events and responses to environmental stress are shaping the genomes of Ethiopian indigenous goats

June 2024

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143 Reads

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2 Citations

Anthropological and biophysical processes have shaped livestock genomes over Millenia and can explain their current geographic distribution and genetic divergence. We analyzed 57 Ethiopian indigenous domestic goat genomes alongside 67 equivalents of east, west, and north-west African, European, South Asian, Middle East, and wild Bezoar goats. Cluster, ADMIXTURE (K = 4) and phylogenetic analysis revealed four genetic groups comprising African, European, South Asian, and wild Bezoar goats. The Middle Eastern goats had an admixed genome of these four genetic groups. At K = 5, the West African Dwarf and Moroccan goats were separated from East African goats demonstrating a likely historical legacy of goat arrival and dispersal into Africa via the coastal Mediterranean Sea and the Horn of Africa. FST, XP-EHH, and Hp analysis revealed signatures of selection in Ethiopian goats overlaying genes for thermo-sensitivity, oxidative stress response, high-altitude hypoxic adaptation, reproductive fitness, pathogen defence, immunity, pigmentation, DNA repair, modulation of renal function and integrated fluid and electrolyte homeostasis. Notable examples include TRPV1 (a nociception gene); PTPMT1 (a critical hypoxia survival gene); RETREG (a regulator of reticulophagy during starvation), and WNK4 (a molecular switch for osmoregulation). These results suggest that human-mediated translocations and adaptation to contrasting environments are shaping indigenous African goat genomes.


Map of the study areas representing the geographic distributions of indigenous Ethiopian goat populations based on: (a) Elevation, and (b) Agro-ecological zones and climatic conditions. Abbreviations: HHG= Hararghe Highland Goats, LESG=Long Ear Somali goats, SESG=Short Ear Somali goats, and WGG= Woyto-Guji goats.
The overall workflow of the quality control procedure and parameters used across all the stages of DNA sequencing (data pre-processing, variant discovery, and callset refinement).
Boxplots showing the size of raw bases, Phred quality scores (Q30), and depth of coverage of the 57 indigenous Ethiopian goat genomes.
Quality control outputs of the high-throughput sequencing data of the 114 samples combined using the MultiQC package: (a) Unique and duplicated sequence counts, (b) Mean quality value across each base position in the read, (c) Per Sequence quality scores, (d) Per Sequence GC content, (e) Sequences duplication levels, (f) Per base N content, (g) Per Base sequence content (heatmap of the four nucleotide distributions: A, T, G, C), and (h) Adapter content.
Quality control parameters using SNP data. (a) Tranches plot generated by VariantRecalibrator (VQSR). In this plot, the x-axis indicates the number of putative novel variants called true- and false-positive variants. In contrast, the y-axis shows two quality metrics: novel transition to transversion (Ti/Tv) ratio and the overall truth sensitivity, TPs= True-positives (the called variants in our callset and also present in the truth dataset), and FPs=False-positives (the called variants in our callset but not present in the truth dataset), (b) Nucleotide base substitution taking place in each goat population, and (c) Heterozygous/non-reference-homozygous (het/hom) ratio in each goat population.
Whole-genome resource sequences of 57 indigenous Ethiopian goats

January 2024

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356 Reads

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7 Citations

Scientific Data

Domestic goats are distributed worldwide, with approximately 35% of the one billion world goat population occurring in Africa. Ethiopia has 52.5 million goats, ~99.9% of which are considered indigenous landraces deriving from animals introduced to the Horn of Africa in the distant past by nomadic herders. They have continued to be managed by smallholder farmers and semi-mobile pastoralists throughout the region. We report here 57 goat genomes from 12 Ethiopian goat populations sampled from different agro-climates. The data were generated through sequencing DNA samples on the Illumina NovaSeq 6000 platform at a mean depth of 9.71x and 150 bp pair-end reads. In total, ~2 terabytes of raw data were generated, and 99.8% of the clean reads mapped successfully against the goat reference genome assembly at a coverage of 99.6%. About 24.76 million SNPs were generated. These SNPs can be used to study the population structure and genome dynamics of goats at the country, regional, and global levels to shed light on the species’ evolutionary trajectory.





Complex (multispecies) livestock keeping: Highland agricultural strategy in the northern Horn of Africa during the Pre-Aksumite (1600 BCE–400 BCE) and Aksumite (400 BCE–CE 800) periods

November 2022

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214 Reads

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6 Citations

The earliest settlements and states in the Horn of Africa were founded in mid to high-elevation areas by farmers and herders who were pioneers in agriculture and herding. Even today, places between mid- and high-elevation remain densely populated. The ancient Pre-Aksumites and Aksumites (1600 cal BCE–800 cal CE) of the north Ethiopian and Eritrean highlands established one of the most powerful states in the Horn of Africa in these high elevation areas through control of long-distance trade and intensive and extensive agriculture. However, despite the fact that agriculture was a significant source of wealth and subsistence for these ancient polities, there has been little research into the agricultural strategies of Pre-Aksumite and Aksumite societies. Using archaeological and faunal data collected from the site of Mezber dating from 1600 cal BCE to 400 cal CE, as well as prevsiously published data, this article provides zooarchaeological evidence for the earliest farming practices in the Horn of Africa. The research demonstrates a resilient highland agricultural strategy based on multispecies animal and plant resources, similar to most tropical agricultural systems today. A second important strategy of Pre-Aksumite farmers was the incorporation of both indigenous and exogenous plants and animals into their subsistance strategies. The Mezber site also offers one of the most thoroughly collected data to support multispecies farming practice in the north Ethiopian and Eritrean highlands.


Faunal remains from Ojakly, a Late Bronze Age mobile pastoralist campsite in the Murghab region, Turkmenistan

July 2022

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203 Reads

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2 Citations

Journal of Archaeological Science Reports

[Full access to the article free until 21 Aug 2022 here: https://authors.elsevier.com/a/1fLHI,rVDBbx8S -- after that, please email me for a copy] Abstract: The publication of data relevant to prehistoric socio-economies in southern Central Asia is growing, and it intersects with long-standing questions about how mixed farming-herding subsistence economies were organized on local and regional scales. We present new faunal data from the campsite of Ojakly in south-central Turkmenistan, dated to the Late Bronze Age (1900-1500 BCE). We situate the zooarchaeological data within the site's overall excavation results and against similarly-contextualized fauna and archaeological remains from culturally-related sites, particularly those reported from the BMAC/Oxus site of Gonur-depe. Despite some overlaps in the domestic animal species utilized at Ojakly and at nearby farming-focused sites in the Murghab, there is a clear contrast in terms of the subsistence focus and practices, beyond what would be expected if these groups were specialized economic subsets of a single socio-cultural tradition. The faunal patterns at Ojakly are consistent with a pastoral population that exclusively managed mixed herds as a full-time subsistence strategy. The analysis presented here fits within the vein of identifying localized socioeconomic adaptations of mobile pastoralists, especially as they blur traditional notions of "nomadic" and "farming" economies. At the same time, they add to larger datasets of temporal and regional relevance, and they are discussed within broader patterns known from published material.


Relationship between (SP/GL) × 100 and age in cockerels and hens
Location of measurements taken on the tarsometatarsus as outlined in Cohen & Serjeantson (1996). GL, greatest length; Bp, breadth proximal Bd, breadth distal; SC, smallest diameter of the corpus; SP, spur length
Development of the tarsometatarsal spur in male domestic fowl: (a) the keratin sheath in which the bony spur later forms is present at hatching; (b) ossification of spur core begins with calcified granules organizing into a central core, beginning at the tip, and growing towards the shaft; (c) at a certain distance, the previously smooth tarsometatarsal projects bony swellings (a spur scar), which meets and fuses to the advancing core; (d) the fused spur increases in length and diameter after fusion, with the keratin sheath often curving towards the dorsal region of the body
Estimating the age of domestic fowl (Gallus gallus domesticus L. 1758) cockerels through spur development

April 2021

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1,287 Reads

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9 Citations

International Journal of Osteoarchaeology

Determining the age of bird remains after the cessation of growth is challenging due to the absence of techniques such as tooth eruption and wear available for mammals. Without these techniques it is difficult to reconstruct hunting strategies, husbandry regimes and wider human‐animal relationships. This paper presents a new method, developed from a collection (n = 71) of known‐age specimens of domestic fowl (Gallus gallus domesticus L. 1758), for assessing age based on the fusion and size of the tarsometatarsal spur. Using this method we reconstruct the demographics of domestic fowl from Iron Age to Early Modern sites in Britain to reveal the changing dynamics of human‐domestic fowl relationships. We highlight the advanced age that cockerels often attained in their early history and how their life expectancies have subsequently declined.


Beta Samati: discovery and excavation of an Aksumite town—Corrigendum

February 2020

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163 Reads

Antiquity

Beta Samati: discovery and excavation of an Aksumite town—Corrigendum - Volume 94 Issue 373 - Michael J. Harrower, Ioana A. Dumitru, Cinzia Perlingieri, Smiti Nathan, Kifle Zerue, Jessica L. Lamont, Alessandro Bausi, Jennifer L. Swerida, Jacob L. Bongers, Helina S. Woldekiros, Laurel A. Poolman, Christie M. Pohl, Steven A. Brandt, Elizabeth A. Peterson


Citations (10)


... In a related study, Jin et al. [69] used ClueGO functional analysis and Kobas analysis to establish a comprehensive high-altitude adaptation pathway network, identifying nine key genes-LEPR, LDB1, EGFR and FGF2-as critical for the high-altitude adaptation of Tibetan goats. Belay et al. [70] utilized the HP, Fst, and XP-EHH methods to identify a set of genes (DDX28, RUNDC3B, PIK3CD, TIGAR, PTPMT1, and STXBP4) associated with adaptation to hypoxic conditions in Ethiopian goats residing at high altitudes. Notably, PTPMT1 has been identified as a key gene contributing to survival in these environments [71]. ...

Reference:

Potential Genetic Markers Associated with Environmental Adaptability in Herbivorous Livestock
Anthropogenic events and responses to environmental stress are shaping the genomes of Ethiopian indigenous goats

... A negative Fis score, according to Belay et al. (2024), suggested that the heterozygote level was larger than what HWE had projected. The results of the study demonstrate that inbreeding happens often in small populations. ...

Whole-genome resource sequences of 57 indigenous Ethiopian goats

Scientific Data

... Paleobotanical studies have revealed the presence of SWA crops. Barley was present in the earliest Initial Phase deposits at 3100 BP, with a caryopsis directly dated to the Initial Phase, at 2780 BP (the earliest direct date for barley in the Horn of Africa), and lentil to 2810 BP D'Andrea et al., 2023;Ruiz-Giralt et al., 2023). The consumption of sorghum as well as locally domesticated plants, including t'ef, noog, and finger millet, was identified from the micro-botanical analysis, which dates to approximately 3100 BP D'Andrea et al. 2023;Ruiz-Giralt et al., 2023). ...

The Pre-Aksumite Period: indigenous origins and development in the Horn of Africa
  • Citing Article
  • August 2023

Azania Archaeological Research in Africa

... This interpretation is supported by zooarchaeological data which indicate that during the Initial Phase, samples are dominated by cattle (Bos taurus/Bos indicus or hybrids), the remains of which constitute 92% of the domestic animal assemblage, with minimal presence of wild fauna. The earliest cattle bones at Mezber are associated with Initial Phase contexts dated by association with charcoal to 2,920 ± 30 bp (1211-1020 cal bc) and 2,810 ± 30 bp (1050-895 cal bc) (Woldekiros and D'Andrea 2022). There also are tentative identifications of camel (cf. ...

Complex (multispecies) livestock keeping: Highland agricultural strategy in the northern Horn of Africa during the Pre-Aksumite (1600 BCE–400 BCE) and Aksumite (400 BCE–CE 800) periods

... Research on ancient pastoralism in Central Asia has been particularly intense in the relatively stable nature of desert and flat steppe environments (Krader, 1955;Hanks, 2010;Bendrey, 2011;Brite, 2013;Rouse and Cerasetti, 2014;Makarewicz, 2017;, Ventresca Miller et al., 2019aWilkin et al., 2020;Rouse et al., 2022b). Corresponding details relevant to ancient pastoralism and nomadism in the mountains are often lacking (Arbuckle and Hammer, 2019). ...

Faunal remains from Ojakly, a Late Bronze Age mobile pastoralist campsite in the Murghab region, Turkmenistan

Journal of Archaeological Science Reports

... In particular, avian species only develop secondary ossification once they hatch (Skawiński et al. 2021). Only the distal and proximal ends of the tarsometatarsus and tibiotarsus ossify (Doherty et al. 2021). Vitamin D3 aids calcium absorption, and calcium levels in the blood boost the strength of bones (Kakhki et al. 2019). ...

Estimating the age of domestic fowl (Gallus gallus domesticus L. 1758) cockerels through spur development

International Journal of Osteoarchaeology

... More samples are required, but everything seems to indicate that no large cairns existed before the 7th century A.D. or after the 11th century A.D. and that the period of more intensive construction was between the 7th and 8th century A.D. There are two important conclusions that can be derived from this: first, the monumental landscape developed in parallel to the collapse of neighboring Aksum. Most Aksumite towns, including Matara, Adulis, and Beta Samati (Anfray 2012;Zazzaro, Cocca, and Manzo 2014;Harrower et al. 2019), were abandoned during the 7th century A.D. or declined drastically, as is the case with Aksum (Lusini 2022). It is tempting to see causality in this correlation. ...

Beta Samati: discovery and excavation of an Aksumite town

Antiquity

... Although direct comparison of the same measurements taken on the same skeletal element is preferred and provides a more detailed picture of morphology, datasets of the size needed for such an analysis are not presently available. The log-ratio method enables analysts to amalgamate measurements taken in the same axes on different skeletal elements into a single analysis (see Davis 1996;Fothergill 2017;Meadow 1999;O'Connor 2007;Thomas et al. 2013;Welker et al. 2021;Woldekiros et al. 2019). Here we rely on length and breadth measurements on the humerus, radius, ulna, femur, and tibia. ...

Archaeological and biometric perspectives on the development of chicken landraces in the Horn of Africa
  • Citing Article
  • May 2019

International Journal of Osteoarchaeology

... Thus, these attractions combined with the fascinating and intact culture of Afar community are believed to create huge opportunity in developing sustainable tourism in the region and this adds significant value to the well-being of the people and hence boosts active participation of the local community as experienced in other countries of Africa (Amer et al., 2015;Pool-Stanvliet et al., 2018) as well as in the existing biosphere reserves of Ethiopia (UNESCO-MAB National Committee, 2011; Tadese et al., 2021;Choudhary et al., 2021). In addition to its natural beauty, the region has abundant potassium and salt mineral resources, located in areas that represent the historic salt trade in the Afar depression as well as the modern and ancient salt trail that passes through diverse regional ecozones (ARCCH, 2016;Woldekiros, 2019). ...

The route most traveled: The Afar salt trail, North Ethiopia

Chungará (Arica)

... Archaeological evidence suggests that chickens were introduced to Tigray, Ethiopia, from Asia through land and maritime trade exchange around 800-450 BC, which is the frst route of domestic chickens (Gallus gallus domesticus) to Africa [1]. Te authors also added that domestic chickens had an early dietary role in Pre-Aksumite society mainly in the rural people. ...

Early Evidence for Domestic Chickens ( Gallus gallus domesticus ) in the Horn of Africa: Early Evidence for Domestic Chickens
  • Citing Article
  • May 2016

International Journal of Osteoarchaeology