Figures
Abstract
Tuberculosis (TB) has been described in Native American populations prior to the arrival of European explorers, and in Brazilian populations dating from the Colonial Period. There are no studies demonstrating TB infection in native Brazilians, and the history and epidemiological scenario of TB in Brazil is still unknown. The aim of this study was to verify the presence of TB infection among the native Tenetehara-Guajajara population from Maranhão State, Brazil, 210 ± 40 years ago. A Tenetehara-Guajajara skeleton collection was submitted to paleopathological analysis, and rib bone samples (n = 17) were used for paleogenetic analysis based on Mycobacterium tuberculosis complex (MTC) targets. Porotic hyperostosis and cribra orbitalia were found in 10 and 13 individuals, respectively. Maternal ancestry analysis revealed Native American mtDNA haplogroups A and C1 in three individuals. Three samples showed osteological evidence suggestive of TB. katG and mtp40 sequences were detected in three individuals, indicating probable TB infection by two MTC lineages. Tuberculosis infection in the Tenetehara-Guajajara population since the 18th century points to a panorama of the disease resulting, most probably, from European contact. However, the important contribution of African slaves in the population of Maranhão State, could be also considered as a source of the disease. This study provides new data on TB during the Brazilian Colonial Period. This is the first report integrating paleopathological and paleogenetic data for the study of TB in Brazil.
Citation: Guedes L, Jaeger LH, Liryo A, Rodrigues-Carvalho C, Mendonça de Souza S, Iñiguez AM (2018) Tuberculosis in post-contact Native Americans of Brazil: Paleopathological and paleogenetic evidence from the Tenetehara-Guajajara. PLoS ONE 13(9): e0202394. https://doi.org/10.1371/journal.pone.0202394
Editor: Dan Mishmar, Ben-Gurion University of the Negev, ISRAEL
Received: February 20, 2017; Accepted: August 2, 2018; Published: September 5, 2018
Copyright: © 2018 Guedes et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
Data Availability: All sequences files are available from the GenBank database (accession numbers KM066101, KM066102, KM066103, KY039569, MF773496, MF773497).
Funding: We declare that all the funding or sources of support received during this specific study are presented. This study was supported by grants-in-aid and fellowships for Fundação de Amparo à Pesquisa do Rio de Janeiro (http://www.faperj.br/) (AMI, grant numbers 26/110.300/2012 and 26/202.945/2016), fellowships for Conselho Nacional de Desenvolvimento Científico e Tecnológico (http://www.cnpq.br/) (AMI, grant numbers 307932/2014-1 and 312934/2017-3), and grants-in-aid for Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (http://www.capes.gov.br/) (AMI, grant number 847/15). The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
Competing interests: The authors have declared that no competing interests exist.
Introduction
Tuberculosis is an infectious disease caused by bacteria of the Mycobacterium tuberculosis complex (MTC), which comprises Mycobacterium tuberculosis sensu stricto, M. africanum, M. canettii, M. bovis, M. caprae, M. microti, M. pinnipedi, and M. mungi [1,2]. Mycobacterium tuberculosis complex emerged about 70,000 years ago and accompanied migrations of anatomically modern humans out of Africa [3]. Previously, it was believed that human TB originated in other animals, adapting to humans during the Neolithic, but current phylogenetic analyses suggest that strains adapted to other animals diverged from human strains before that period [4,5], and there is an evolutionary distance of at least 20,000 years between M. tuberculosis sensu stricto and other animal strains [6].
Paleopathological evidence described in pre-Columbian populations of Peru, Chile [7,8], and Venezuela [9] suggests that tuberculosis existed in America before the arrival of Columbus [10,11]. Genetic study has revealed MTC in human remains from Peru [12,13], Chile [14], and Colombia [15]. Evidence of Mycobacterium tuberculosis complex infection caused by ancient strains most closely related to those from sea lions was recently found in Peruvian mummies [16]. In Brazil, ancient MTC DNA (aDNA) has been detected from the Colonial Period of Rio de Janeiro, showing TB infection in individuals of predominantly European ancestry [17], as well as in African slaves [18]. There are no reports of TB infection in pre-Columbian native communities from Brazil.
We used paleogenetic analysis to investigate presence of TB infection in Native American Tenetehara-Guajajara skeletal remains dating from 210 ± 40 years ago, post-contact with Europeans and Africans. Study of a post-contact native group with bone lesions suggestive of TB allowed investigation of biological and cultural influences on disease processes in those Brazilian communities.
Material and methods
Ethics statements
The Tenetehara-Guajajara skeletal remains are held in the collection of the Biological Anthropology Section (Setor de Antropologia Biológica-SABMN) of the National Museum of the Federal University of Rio de Janeiro (Museu Nacional/Universidade Federal do Rio de Janeiro -MN/UFRJ). Rib samples (n = 17), SABMN00699-SABMN00707, SABMN00709-SABMN00711, SABMN00713-SABMN00715, and SABMN00717- SABMN00718, were supplied for the SABMN/MN/UFRJ for analysis at the paleogenetic laboratory of LABTRIP/IOC/Fiocruz. All necessary permits were obtained for the study, which complied with all relevant regulations.
The Tenetehara-Guajajara
The Tenetehara-Guajajara is an extant Tupi speaking native Brazilian community, one of the first to be contacted during the Colonial Period. Tenetehara means "be intact" [19]. Currently, the population of 24,428 individuals [20] is distributed in villages in Pindaré-Gurupi River basin, Maranhão State, Brazilian Amazonia. Their economy was traditionally based on growing corn and cassava, supplemented with hunting and fishing. Its main cultural ceremonies were honey and corn festivals, which accompanied the harvest season [21]. They were first encountered by French explorers in 1612, and, in 1616, Portuguese expeditions for gold began a period of war and slavery [22]. In 1653, catechizing of the Tenetehara by the Jesuits initiated the period of coexistence with Europeans [23]. Their history of conflict, slavery, and domination lasted for more than four centuries, but some small groups succeeded in escaping to distant settlements in the Pindaré-Gurupi River basin, where they lived for decades [24,25].
In 1945, when the isolated Tenetehara no longer existed, Dr. Pedro Lima travelled to the Pindaré-Gurupi River villages to study the bio-anthropology and health of the community [26]. During his ethnographic fieldwork, he exhumed skeletons from cemeteries of Kamirang and Januária villages, with the full consent of the Tenetehara leaders. Twenty-one complete skeletons of adults and children were recovered and studied at the MN/UFRJ. Recent analysis revealed that the individuals lived during the end of Colonial Period and the beginning of Brazilian Empire. The sample designated SABMN00718 is from 210 ± 40 years BP (GEOCHRON MA GX31824-AMS C13 corrected), and SABMN00717 is from 140 ± 30 BP (BETA 291714-AMS, C13 corrected) [27].
Review of skeletal and dental characteristics
The original series of remains was numbered from SABMN00699 to SABMN00719 in the book of the Biological Anthropology Section (MN/UFRJ). Skeletons were examined to i) provide general descriptions [28]; ii) identify/confirm signs of possible infectious disease [29,30]; iii) provide contextual data for paleo-epidemiological interpretation; and iv) select bones for the paleogenetic analysis.
Most of the major bones were available for examination, although the small and spongy bones were lost, because of taphonomic processes in the humid tropical location of the cemetery. Teeth were still articulated and were examined in situ. Ribs were chosen for analysis because of their direct association with lung disease and acceptable state of preservation.
Criteria for bone samples to be submitted to aDNA analysis were i) rib samples only from adult/subadult skeletons of both sexes; ii) only one rib from each individual, either left or right; and iii) specimens with pathological signs were not used for the paleogenetic analysis.
Paleogenetic analysis
Precautions to avoid contamination.
Precautions were taken to avoid contamination by modern DNA and cross-contamination, including use of protective clothing, gloves, head covering, masks, and sterile instruments and equipment. We implemented standard aDNA procedures to avoid aDNA degradation, contamination from modern DNA, and cross-contamination during the paleogenetic analysis as described [31–33]. The preparation of samples, aDNA extraction, and PCR were performed in the Paleogenetic Laboratory (LABTRIP/IOC/FIOCRUZ) in an isolated environment, in facilities exclusively dedicated to aDNA research. Hybridization assay, positive control PCRs for constructing DNA probes, electrophoresis, DNA sequencing, and sequence analysis were conducted at main laboratory (LABTRIP, IOC/FIOCRUZ). These laboratories are separated by 500 m. All work surfaces and equipment were treated with 1% sodium hypochlorite and UV irradiated. All reagents were separated into single-use aliquots. Extraction blank controls were processed in parallel with samples (1 blank for each 6 samples), and PCR negative controls were always included. The authenticity criteria included the absence of detectable PCR products (pPCR) in sediment removed from the surface of bones (archaeological site controls), extraction blank and PCR negative controls, and pretreatment by reconstructive polymerization (PR) and Whole Genome Amplification (WGA- REPLI-g, Qiagen). PCR positive controls were not included in the Paleogenetic Laboratory and were only applied in the main laboratory (LABTRIP, IOC/FIOCRUZ) as a technical requirement for the construction of MTC probes. Two and six genetic targets were used for MTC aDNA hybridization and detection/genotyping, respectively. Human DNA was analyzed in parallel with the MTC aDNA detection.
aDNA extraction.
Seventeen ribs were provided by the biological anthropology section (MN/UFRJ) for paleogenetic analysis (Table 1). Exogenous DNA was removed from samples by exposing the surface to UV light for 15 min on all sides and subsequently removing the surfaces [34]. Bones were submitted to mill trituration with liquid nitrogen. About 200 mg of bone powder was used for aDNA extraction with the QIAmp DNA Investigator kit (Qiagen) according to the manufacturer’s instructions with the following modifications: Protein digestion was performed by adding 30 μL of proteinase K (Invitrogen) at 20 mg/μl, and the incubation period of elution buffer was increased to 10 minutes at room temperature and final centrifugation at 17,000 xg for 2 minutes. The concentrations of aDNA were estimated at 260 nm absorbance on a spectrophotometer NanoDrop™ 1000. Sediment samples removed from the first cleaning of bones were used as controls for the archaeological site and submitted to MTC paleogenetic procedures.
MTC aDNA hybridization.
Dotblot and aDNA hybridization procedures were conducted as described elsewhere [17]. Human DNA was used as negative control. DNA probes of 93 and 113 bp, corresponding to MTC molecular targets IS6110 and IS1081, respectively [35,36], were prepared by PCR. DNA from four MTC type strains were used as hybridization positive controls for IS6110 and IS1081 probes: M. tuberculosis T92 (ATCC27294T), M. tuberculosis H37Rv (ATCC27294T), M. bovis BCG (ATCC19210T) and M. africanum T85 (ATCC25420T). The pPCRs were purified by a GFX PCR DNA and Gel Band Purification kit (GE HealthCare) and directly sequenced using an ABI BigDye Terminator kit (Applied Biosystems) according to the manufacturer’s protocol, with analysis in both directions, on an ABI 3730 (Applied Biosystems) automated sequencer. BioEdit v. 7.0.4 (Department of Microbiology, North Carolina State University, USA), and Lasergene Seqman v. 7.0.0 (DNASTAR, Madison, WI, USA) were used for editing and sequence analysis. Sequencing and sequence analysis were performed to confirm MTC molecular targets. Probes were labeled by chemiluminescence using Gene Images Alkphos Direct Labeling and Detection Systems (Amersham) as described elsewhere [17].
MTC aDNA amplification.
To confirm MTC infection and exclude false positive or environmental bacteria contamination, PCRs using MTC targets IS6110 and IS1081 were conducted on archaeological samples, following conditions and primers described [35, 36], using Platinum Taq DNA Polymerase High Fidelity (Invitrogen). Additional MTC genotyping markers were applied, as described (Table 2). These molecular targets are widely used in aDNA studies to determine MTC species or lineages implicated in TB infection. In cases of negative PCR results, aDNA was submitted to reconstructive polymerization (RP) [37], using Platinum Taq DNA Polymerase High Fidelity (Invitrogen), and whole genomic amplification (WGA) (S1 Table). Reconstructive polymerization pretreatment has been used for reconstructing and amplifying total aDNA [17]. WGA was also conducted, since, in contrast to RP, the DNA is amplified based on short and random sequence primers, avoiding bias [38]. PCR products were analyzed by electrophoresis in agarose gels and visualized under UV light. Due to the weak bands obtained, pPCRs were purified with MiniElute Gel Extraction Kit (Qiagen). PCR results were replicated at least twice. pPCRs were submitted to cloning using pGEM®-T and pGEM®-T Easy Vector Systems kit (Promega) following manufacturer’s instructions, with least three clones produced. Sequencing and sequence analysis were performed as described above. MTC sequences were submitted to GenBank.
Human mtDNA amplification and sequencing.
The hypervariable segment I (HVS-I) of the mtDNA was used as target to determine human ancestry. Four primer pairs were used: L16070/H16259 [17], L16209/H16410 [40], L16268/H16498 [41] and L16234: 5’-CACATCAACTGCAACTCCAAA-3’ and H16422: 5’-ATTGATTTCACGGAGGATGG-3’, designed in this study using PRIMER3 (http://www.bioinformatics.nl/cgi-bin/primer3plus/primer3plus.cgi/). PCR procedures, using Platinum Taq DNA Polymerase High Fidelity (Invitrogen), were replicated at least twice and pPCRs directly sequenced or/and cloned. Cloning, sequencing, and sequence analysis were performed as described above. Cambridge Reference Sequence (CRS, GenBank: NC12920, [42]) was used to identify mtDNA haplotypes, and sequences obtained were compared with mtDNA database of the paleogenetic lab staff to identify and discard contaminated sequences. The Tenetehara-Guajajara mtDNA sequences were submitted to GenBank.
Results and discussion
Relevant skeletal and dental data
Skeletal remains of 17 adults/subadults of the Tenetehara collection were analyzed, comprising eight males, six females, and three undetermined (Table 1). The long bones were gracile and the stature was short. The results were consistent with the description in ethnographic literature and the anthropometric descriptions for contemporaneous Tupi groups in Brazilian Amazonia. According to Lima [43], anthropometric studies of living Tenetehara showed the smallest stature among the Tupi groups (1.4–1.5 m). Our findings of small stature and the extremely frail and delicate long bones, in both males and females, pointed to severe malnutrition and underdevelopment, consistent with descriptions of poor health suffered by the Tenetehara over the centuries [25]. Individuals living in the mid-20th century experienced severe infections such as malaria and pneumopathies, as well as other conditions including stunted growth [43].
The rounded mongoloid skull was consistent with the description of most Native Amazonian communities, and dental loss and caries were observed in most individuals. Intentional dental modification was described in contemporary Tenetehara-Guajajara by Lima [43] and confirmed in the present study. So-called piranha teeth, with both angles of the four upper incisors cut off with a blade [43], were present in individuals SABMN00699, SABMN00701, SABMN00704, SABMN00707, and SABMN00715 (Fig 1A). As previously suggested and discussed [43,44], this dental modification was not a cultural tradition of the Tenetehara-Guajajara, and was possibly adopted after African slave and Afro-American influence during the Colonial and Imperial Periods. African influence is especially important, considering the substantial proportion of Africans in the population of Maranhão State [21].
(A) Frontal view of the skull of individual SABMN00707. The arrows indicate intentional dental mutilation of the upper incisors, the so-called piranha teeth. (B-D) Lumbar vertebrae of individual SABMN00700. (B) Left arrow indicates bone loss at the upper right zygapophysis of vertebrae. Right arrow indicates porotic changes of the vertebral body suggestive of TB. (C) Porotic changes suggestive of TB at the vertebral body (arrow). (D) Bone loss at the upper left zygapophysis of vertebrae (arrow).
Analysis of the joint surfaces and stress markers such as porotic hyperostosis and cribra orbitalia indicated trauma and underweight affecting even the young individuals, consistent with people facing extreme challenges to survival. Some developmental anomalies, such as butterfly vertebrae, and rib anomalies were observed (Fig 1B and 1C). Some bone indicators (Table 3; Fig 2) supported the hypothesis of nutritional and infectious stress [45]. Porotic hyperostosis (Fig 2A) and cribra orbitalia (Fig 2B) were found in 10 and 13 of the 17 individuals, respectively. Porotic hyperostosis was described by Mello et al. [46] who studied 20 Tenetehara-Guajajara skulls of adults and immature individuals, finding 16 positive for cribra orbitalia (Fig 2B) and porotic hyperostosis (Fig 2C). The authors, as supposed by Lima [43], suggested endemic malaria as a possible cause of anemia.
(A) Porotic hyperostosis in skull from individual SABMN00710. (B) Frontal view of skull from individual SABMN00714 showing cribra orbitalia (C). Lateral view of the skull from individual SABMN00714 with bone proliferation at the outer table.
Tuberculosis in the Tenetehara-Guajajara individuals was first suggested by Altamirano [47], who observed destructive changes in some vertebral bodies and periosteal reactions in the skeletons of adult SABMN00700, SABMN00701, and SABMN00704 (Fig 1B–1D), Although bone anomalies could be suggestive of TB, mycotic lesions must be considered.
Findings of Altamirano [47] confirmed by the present study were as follows:
- SABMN00700: 13–14 year old female–discoloring at the internal surface of the 7th, 8th, and 9th left ribs suggestive of periostitis; small lithic lesions at the pedicles and other areas of the vertebral arches and bodies.
- SABMN00701: 20–25 year old female–periosteal reactions in ribs and other bones plus trauma suggestive of possible infection.
- SABMN00704: 30–35 year old male—periosteal reaction in the ventral part of the body of a lumbar vertebra.
The characteristics of the Tenetehara-Guajajara skeletons are consistent with the poor health associated with economic constraints, poverty, and social disruption described in the ethnohistorical and bio-anthropological reports, contributing to recurrent epidemic or endemic diseases such as malaria, pneumopathies, smallpox, and others [43].
mtDNA analysis
Some fragments of HVS-I target were successfully amplified by PCR, cloned and sequenced (S1 Fig). Human mtDNA analysis identified the mtDNA haplogroup in three Tenetehara individuals (17.6%) (Table 3). The haplogroups classified were the Amerindian mtDNA macrohaplogroups A and C1 (GenBank ID KM066101-KM066103). We recovered and analyzed 183 bp of the mtDNA sequence of individual SABMN00703, which showed two of three HVS-I motifs for haplogroup A, 16223 and 16290 [48]. Cloning of pPCRs using L16209/H16410 primers confirmed 99–100% Amerindian haplotype (S1 Fig).
Sequences 353 and 239 bp in length were recovered from SABMN00701 and SABMN704, respectively (Table 3). The sequences showed the HVS-I motifs 16223, 16298, 16325, and 16327 (Table 4), which characterize haplogroup C1 [48]. Cloning of pPCRs using L16070/H16259-L16234/H16422 and L16268/H16498 primers confirmed 100% and 99–100% of haplotype identification in SABMN00701 and SABMN704, respectively (S1 Fig). Haplogroup sequences for SABMN00701 and SABMN00704 revealed 100% and 99% identity, respectively, with haplogroup C1 from Native South Americans (KC676569 [49]; JQ996071 [50]; EU095227 [51]).
Our results agree with Leite et al. [27] who identified haplogroups A and C in ancient Tenetehara-Guajajara remains. Haplogroup A is the most frequently found in contemporary Brazilian Natives. The autochthonous haplogroup C1 is widely distributed among North, Central, and South Americans [52,53]. In Brazil, it was found in a native Je speaking group from the 19th century called the Botocudo [54]. In contemporary populations, the C1 haplogroup has been described in a native Karib speaking group called Arara, from Pará State [51], a neighbor to Maranhão State. It was also observed in about 70% of Amerindian descendants of a rural community of Minas Gerais State, Southern Brazil, and described in 16.7% of haplogroups from modern unrelated samples from the same region [54]. Moreover, HVS-I motifs from C1 haplogroup have been observed in other regions of the country [55].
Tuberculosis
Positive MTC hybridization was observed in eight of 17 Tenetehara individuals, including six and seven with the IS6110 and IS1081 targets, respectively (Table 3). Five samples showed positive hybridization results with both targets.
SABMN00700 and SBMN00701, which showed periosteal reactions and indications of infective lesions were positive for MTC hybridization by both IS6110 and IS1081. A third individual (SABMN00704) with rib periosteal reactions did not show positive results for MTC aDNA hybridization. Seven specimens positive for MTC hybridization demonstrated porotic hyperostosis and cribra orbitalia (Table 3).
All positive pPCR including those of unexpected length were submitted to nucleotide sequencing. The MTC sequencing that provided low quality or no sequences were excluded. Nucleotide sequencing confirmed PCR results for mpt40 and katG targets in three individuals. PCR exhibited absence of amplification for all molecular targets in negative controls, even after application of RP and WGA.
RP and WGA increased the aDNA concentration (S1 Table) and probably aDNA quality, make PCR amplification more efficient. These approaches have been applied by us, and others, in paleogenetic studies [17,31,32, 56–58]. We chose to use the WGA based on MDA technology which uses a Phi29 polymerase which has 3'→5' exonuclease activity and a higher fidelity during replication compared to Taq DNA polymerase (qiagen.com). However, RP and WGA could produce chimeras in non-homogenous aDNA extracts. Forst and Brown [59] attested that WGA does not provide advantage in studies of MTC aDNA in human skeletons. However, previously, Forst [60] verified the success WGA application in archaeological samples to detect the MTC complex [59,60]. The author stated that probably the efficiency of technique depends on the age and preservation of sample. Accordingly, the experience with WGA application seems to be divergent. We obtained good increases on aDNA concentration, but indistinct tendency in PCR target detection (S1 Table). Since all positive pPCR were cloned and sequenced, if chimeras resulting of RP or WGA treatment were produced, they would be easily identified during the sequence analysis. The aDNA sequences from this study showed 100–98% of identity with the molecular targets applied, so, there is no doubts on the positive results achieved.
We obtained mtp40 sequence fragment (Fig 3A) from individual SABMN00711 (GenBank: KY039569) and the complete sequence of the katG target (GenBank: MF773496-97) from SABMN00709 and SABMN00710 (Fig 3B).
3A: mtp40 sequence and clones from sample SABMN00711 with M. canettii (GenBank FO203510) as reference sequence. All M. canettii, M. africanum, and M. microti sequences available in GenBank were included. The two type sequences from M. tuberculosis are shown with the T35C polymorphism. 3B: Alignment of katG sequences and clones of Tenetehara-Guajajara individuals SABMN00709 and SABMN00710 using M. tuberculosis (GenBank NC000962) as reference sequence. All M. caprae, M. microti, and M. canettii sequences available in GenBank were included.
The mtp40 sequence demonstrated 100% or 98% identity with all M. tuberculosis sequences available. The SABMN00711 sequence showed T at position 35 (Fig 3A) identical to H37R (GenBank: CP007027), EAI (GenBank: CP006578), and Haarlem (GenBank: CP001664) strains. In contrast to the Beijing (GenBank: CP011510) strain, which exhibits the T35C SNP (Fig 3A). Maximum identity was observed with other MTC strains, including M. africanum 25 (GenBank: CP010334), M. canettii CIPT140070017 (GenBank: FO203510), and M. microti 12 (GenBank: CP010333). mtp40 is absent in some MTC strains, including M. bovis, M. caprae, and some M. tuberculosis [16]. Nevertheless, it has been shown to be specific for M. tuberculosis and M. africanum [61,62]. The short sequence amplified did not allow confirmation of the MTC species/lineage involved in SABMN00711 infection, but strongly indicated infection by these species rather than by M. bovis. Fletcher et al. [39] detected the mtp40 gene in three 18th century Hungarian mummies, excluding M. bovis infection. The SABMN00711 individual was positive for IS aDNA hybridization, but no TB or nonspecific bone lesions were observed. The present study confirmed infection by pathogenic MTC Mycobacteria.
The katG sequences from samples SABMN00709 and SAMMN00710 showed the SNP A74G that discriminates M. canetti and G86A strains from all M. tuberculosis and M. canetti sequences. G86A SNP is present in M. africanum, M. bovis, M. caprae, and M. microti strains and corresponds to the ACT (Thr) 203 codon described (in reverse position) by Fletcher et al. [39]. The katG 203 target has been used to identify MTC subspecies. Huard et al [63] classified MTC species in four principal genetic groups (PGG), with ACT katG 203 present in PGG1a, including M. africanum subtype Ia, M. microti, M. caprae, and M. bovis. Other PPGs with ACC katG 203 include 1b: M. canettii, M. tuberculosis, M. africanum subtype Ib; 2: M. tuberculosis; 3: M. tuberculosis. Fletcher et al [39] genotyped PGG 2 and 3 in 18th century human remains found in a Hungarian crypt by katG analysis. In the present study, MTC strain PPG 1a was identified, suggesting M. africanum subtype Ia or M. bovis infection in samples SABMN00709 and SABMN00710, rather than M. tuberculosis strains. Both these individuals were negative for IS aDNA hybridization, and only SABMN00710 had both porotic hyperostosis and cribra orbitalia, bone evidence of poor health.
Tuberculosis genotyping revealed two MTC species/lineages affecting the Tenetehara-Guajajara population. The mtp40 results pointed to M. tuberculosis or M. africanum strains, while katG ruled out M. tuberculosis strains, suggesting M. africanum and M. bovis members. This multiple infection possibility reflects the post-contact scenario blending cultures and epidemiological backgrounds of Europeans and Africans.
Jong et al. [64] discussed possible reasons that M. africanum has not become established outside of West Africa. They point out that, even with the massive migration to the Americas during slave trade, the diseased either did not survive the journey, or, if it did, was outcompeted in the New World by M. tuberculosis [64]. Host preference of M. africanum for ethnic West Africans was also suggested by the authors as a reason it did not become established in Native Americans or European explorers. The results presented here may show some level of M. africanum strain infection.
A previous study discussed the lack of specificity of IS6110 and IS1081 targets [65]. Our attempts to sequence other specific targets were not satisfactory, except for the katG and mtp40 segments. This was not unexpected, due to the highly degraded aDNA. Hybridization is reported to be more sensitive than PCR in aDNA detection [17], especially in highly degraded samples [66] that are better analyzed by probes that can bind to the fragmented aDNA, unlike PCR, which requires the presence of intact DNA fragments for amplification. We applied IS aDNA hybridization as a screening tool for MTC diagnosis, due to its sensitivity, with the subsequent application of a more specific approach based on PCR, cloning, and sequencing of specific MTC targets. The results confirmed MTC infection in three individuals. However, it is important to note that IS aDNA hybridization failed in screening for MTC infection, since two of three TB-positive individuals were negative by this technique. In addition, one of the three showed bone evidences of poor health with porotic hyperostosis and cribra orbitalia manifestations.
Finding anatomically normal bones positive for MTC aDNA has been previously described, including in skull, femur, and ribs [17,18]. Rollo et al. [67] argue that the manifestations of disease in bones are generally expressions of chronic conditions. In addition, MTC strain, as well as organs of primary focus may affect the presence and distribution of bone lesions. Either contiguous spread or bloodstream dissemination can explain MTC presence in bones, as well as pathological lesions. Periosteal reactions may be explained by blood dissemination from distant foci [68], or contiguous inflammatory responses. On the other hand, during TB infection, systemic blood dissemination may occur without visible macroscopic lesions in bones [69,70].
No detailed medical documents can be found for the Colonial Period or for Jesuits and travelers during the Empire Period in Maranhão State. Data from the former Native Protection Service (Serviço de Proteção ao Índio—SPI) and other Brazilian government agencies concerned with indigenous health, confirm the endemic conditions of the Tenetehara-Guajajara in the 20th century. Records describe malaria, smallpox, and syphilis, as well as TB, among other endemic and epidemic diseases. The impoverished living standards of the Tenetehara-Guajajara population following the Colonial Period contributed to health issues faced in the past century. Some of their groups succeeded in escaping slavery and extermination, migrating upstream in the Pindaré-Gurupi basin, and remaining isolated in poor conditions for almost a century.
As described by Wilbur and Buikstra [71], social disruption, forced mobility, crowding onto reservations, poor sanitation, extreme poverty, and malnutrition, with frequent exposure to pathogens, contributed to TB as a population-wide health problem. This was the case with the Tenetehara-Guajajara people since the 18th century. Tenetehara-Guajajara individuals studied here lived from the mid-18th to the mid-19th centuries in contact with Brazilian society after traditional isolation. They probably had contact with European explorers, as well as with African and/or Brazilian mestizos. In the mid-19th century, the village of Januária was colonized while Afro-Brazilian people were escaping from the Cabanagem wars in the region [24]. Cultural practices described by [43] and others confirm the contact with, and the assimilation of, African culture.
Paleogenetic studies showed TB infection in Rio de Janeiro during the 17th to 19th centuries [17,18], when poor sanitation and parasitic infections were widespread in urban areas regardless of social status [72,73]. The prevalence of TB of 53.1% in people of European ancestry demonstrated the prominent contribution of Europeans to the introduction or spread of disease in the city [17]. Additionally, 25% MTC infection among just-arrived African slaves revealed TB resulting from European contact in Africa and/or caused by native African strains [17]. The Tenetehara-Guajajara had contact with French, Portuguese, and other ethnic groups during the Brazilian Colonial Period [22,23] as well as with African-born individuals in Maranhão State, the capital of which, São Luís, was an important slave port [24,43]. Historical descriptions reported TB epidemics in Europe during the 16th and 18th centuries [74], coincident with the period of first contact and strong penetration of explorers into Tenetehara-Guajajara territory in the Pindaré-Gurupi River basin region.
Although it is well-known that TB existed in America before Columbus, possibly at a low level of endemicity [74,75], there is no paleopathological evidence of TB in pre-contact Brazilian populations. Some Native American communities may have never been exposed to infection, while others had certainly been in contact with some mycobacteria strains [11]. This study did not determine the source of Tenetehara-Guajajara infection, but we cannot rule out the possibility of African, or worldwide, strains.
Our findings suggest that the association of positive TB aDNA and bone lesions in the Tenetehara-Guajajara skeletal series is epidemiologically supported, not only by the living conditions, but by indicators of poor health condition in the remains. Cranial porotic lesions are cited among the most frequent pathological signs in ancient human skeletal collections, and have been widely accepted as probably caused by anemia, a high pathogen load, or to scurvy [76–78].
Conclusions
In this study, we described for the first time MTC infection in a post-contact Native Brazilian population with paleopathological evidence suggestive of TB. This study provides new data supporting the occurrence of TB in the Brazilian Colonial Period. Paleopathological evidence suggested TB infection among native groups in the Pindaré-Gurupi River basin, far from the urbanized areas and farmlands created during the Colonial Period.
It is not clear whether TB infection in Tenetehara-Guajajara was caused by contact with European settlers or African slaves. They were infected by at least two MTC strains. Despite the limited number of individual remains examined, these results can have valuable impact on filling gaps in the history of TB in the Americas.
Supporting information
S1 Table. Data of aDNA concentrations of extract type, including pre-treated aDNA with RP and WGA for each sample and obtained pPCR confirmed by sequencing.
https://doi.org/10.1371/journal.pone.0202394.s001
(XLSX)
S1 Fig. mtDNA alignment with clones generated in this study.
Nomenclature of clones: The first number correspond to mtDNA PCR target (cl1-cl4) and the second to the number of clones generated. Target 1: primers L16070/H16259; 2: L16209/H16410; 3: L16234/H16422; 4: L16268/H16498.
https://doi.org/10.1371/journal.pone.0202394.s002
(TIF)
Acknowledgments
We are grateful to PDTIS/FIOCRUZ genomic platform for assistance and LAPIH (IOC/FIOCRUZ).
References
- 1. Alexander KA, Laver PN, Michel AL, Williams M, van Helden PD, Warren RM, et al. Novel Mycobacterium tuberculosis complex pathogen, M. mungi. Emerg Infect Dis. 2010;16: 1296–1299. pmid:20678329
- 2. Gagneux S. Host–pathogen coevolution in human tuberculosis. Philos Trans R Soc B Biol Sci. 2012;367: 850–859. pmid:22312052
- 3. Comas I, Coscolla M, Luo T, Borrell S, Holt KE, Kato-Maeda M, et al. Out-of-Africa migration and Neolithic co-expansion of Mycobacterium tuberculosis with modern humans. Nat Genet. 2013;45: 1176–1182. pmid:23995134
- 4. Brosch R, Gordon SV, Marmiesse M, Brodin P, Buchrieser C, Eiglmeier K, et al. A new evolutionary scenario for the Mycobacterium tuberculosis complex. Proc Natl Acad Sci U S A. 2002;99: 3684–3689. pmid:11891304
- 5. Gutierrez MC, Brisse S, Brosch R, Fabre M, Omaïs B, Marmiesse M, et al. Ancient Origin and Gene Mosaicism of the Progenitor of Mycobacterium tuberculosis. PLOS Pathog. 2005;1: e5. pmid:16201017
- 6. Wirth T, Hildebrand F, Allix-Béguec C, Wölbeling F, Kubica T, Kremer K, et al. Origin, spread and demography of the Mycobacterium tuberculosis complex. PLoS Pathog. 2008;4: e1000160. pmid:18802459
- 7. Allison MJ, Mendoza D, Pezzia A. Documentation of a case of tuberculosis in Pre-Columbian America. Am Rev Respir Dis. 1973;107: 985–991.
- 8. Konomi N, Lebwohl E, Mowbray K, Tattersall I, Zhang D. Detection of Mycobacterial DNA in Andean Mummies. J Clin Microbiol. 2002;40: 4738–4740. pmid:12454182
- 9. Requena A. Evidencia de tuberculosis en la América Precolombina. Acta Venezolana. 1945;1: 141–164.
- 10.
Buikstra J. Paleoepidemiology of tuberculosis in the Americas. In: Pálfi G, Dutour O, Deák J, Hutás I, editors. Tuberculosis, Past and Present. Budapest: Golden Book Publisher Ltd; 1999. pp. 293–298.
- 11. Darling MI, Donoghue HD. Insights from paleomicrobiology into the indigenous peoples of pre-colonial America—a review. Mem Inst Oswaldo Cruz. 2014;109: 131–139. pmid:24714964
- 12. Klaus HD, Wilbur AK, Temple DH, Buikstra JE, Stone AC, Fernandez M, et al. Tuberculosis on the north coast of Peru: skeletal and molecular paleopathology of late pre-Hispanic and postcontact mycobacterial disease. J Archaeol Sci. 2010;37: 2587–2597.
- 13. Salo WL, Aufderheide AC, Buikstra J, Holcomb TA. Identification of Mycobacterium tuberculosis DNA in a pre-Columbian Peruvian mummy. Proc Natl Acad Sci. 1994;91: 2091–2094. pmid:8134354
- 14. Arriaza BT, Salo W, Aufderheide AC, Holcomb TA. Pre-Columbian tuberculosis in northern Chile: molecular and skeletal evidence. Am J Phys Anthropol. 1995;98: 37–45. pmid:8579189
- 15. Sotomayor H, Burgos J, Arango M. Demonstration of tuberculosis by DNA ribotyping of Mycobacterium tuberculosis in a Colombian prehispanic mummy. Biomed Rev Inst Nac Salud. 2004;24 Supp 1: 18–26.
- 16. Bos KI, Harkins KM, Herbig A, Coscolla M, Weber N, Comas I, et al. Pre-Columbian mycobacterial genomes reveal seals as a source of New World human tuberculosis. Nature. 2014;514: 494–497. pmid:25141181
- 17. Jaeger L, Leles D, Lima V, Silva L, Dias O, Iñiguez A. Mycobacterium tuberculosis complex detection in human remains: tuberculosis spread since the 17th century in Rio de Janeiro, Brazil. Infect Genet Evol. 2012;12: 642–648. pmid:21896337
- 18. Jaeger L, M.F.M. de Souza S, Dias O, Iñiguez A. Mycobacterium tuberculosis Complex in Remains of 18th–19th Century Slaves, Brazil. Emerg Infect Dis. 2013;19: 837–839. http://dx.doi.org/10.3201/eid1905.120193
- 19.
Ribeiro F. Políticas Tenetehara e Tenetahara na política: Um estudo sobre as estratégias de uma campanha eleitoral direcionada a uma população indígena. M.Sc. Thesis, São Paulo University. 2009. http://www.teses.usp.br/teses/disponiveis/8/8134/tde-03052010-102616/pt-br.php.
- 20.
IBGE. IBGE Censo demográfico Brasileiro. 2013 [cited 14 march 2014]. In: Instituto Brasileiro de Geografia e Estatística [internet]. Brasil. http://censo2010.ibge.gov.br/resultados.html
- 21.
Melatti J. Áreas etnográficas da América Indígena: Amazônia Oriental. 1st ed. Brasília: Brasília University Press; 2011.
- 22. Varga I van D. A insustentável leveza do estado: devastação, genocídio, doenças e miséria nas fronteiras contemporâneas da Amazônia, no Maranhão. Acta Amaz. 2008;38: 85–100.
- 23. Soares Diniz E. Convívio e dependência. Os Tenetehara-Guajajara. J Société Américanistes. 1983;69: 117–127.
- 24.
Gomes M. O Índio na História: O Povo Tenetehara em Busca da Liberdade. 1st ed. Petrópolis: vozes; 2002.
- 25.
Wagley C, Galvão E. The Tenetehara Indians of Brazil: A culture in Transition. 1st ed. New York: AMS Press; 1949.
- 26. Lima P. Os Índios Tenetehara: Nota de uma pesquisa de Antropologia física. Rev Instit Hist Geog Brasil. 1946;190: 77–81.
- 27. Leite D, Leitão A, Schaan AP, Marinho ANR, Souza S, Rodrigues-Carvalho C, et al. Paleogenetic Studies in Guajajara Skeletal Remains, Maranhão State, Brazil. Journal of Anthropology. 2014; 1–8.
- 28.
Buikstra J, Ubelaker D. Standards for Data Collection from Human Skeletal Remains. 1st ed. Fayetteville: Arkansas Archeological Series; 1994.
- 29.
Buikstra J, Cook D. Paleopatologia. In: Araújo AJG, editor. Paleopatologia e Paleoepidemiologia: estudos multidisciplinares. Rio de Janeiro: Panorama ENSP; 1992. p. 343.
- 30. Ortner SB. Theory in Anthropology since the Sixties. Comp Stud Soc Hist. 1984;26: 126.
- 31. Iñiguez AM, Araújo A, Ferreira LF, Vicente ACP. Analysis of ancient DNA from coprolites: a perspective with random amplified polymorphic DNA-polymerase chain reaction approach. Mem Inst Oswaldo Cruz. 2003;98: 63–65. pmid:12687765
- 32. Iñiguez A, Reinhard K, Carvalho Gonçalves M, Ferreira L, Araújo A, Paulo Vicente A. SL1 RNA gene recovery from Enterobius vermicularis ancient DNA in pre-Columbian human coprolites. Int J Parasitol. 2006;36: 1419–1425. pmid:16950265
- 33.
Iñiguez AM. Paleoparasitologia Molecular. In: Ferreira LF, Reinhard KJ, Araújo AJG, editors. Fundamentos da paleoparasitologia. Rio de Janeiro: Fiocruz; 2011. pp. 301–316.
- 34. Iñiguez AM, Reinhard KJ, Araújo A, Ferreira LF, Vicente ACP. Enterobius vermicularis: ancient DNA from north and south American human coprolites. Mem Inst Oswaldo Cruz. 2003;98: 67–69. pmid:12687766
- 35. Taylor GM, Young DB, Mays SA. Genotypic analysis of the earliest known prehistoric case of tuberculosis in Britain. J Clin Microbiol. 2005;43: 2236–2240. pmid:15872248
- 36. Taylor MG, Crossey M, Saldanha J, Waldron T. DNA fromMycobacterium tuberculosisIdentified in Mediaeval Human Skeletal Remains Using Polymerase Chain Reaction. J Archaeol Sci. 1996;23: 789–798.
- 37. Golenberg EM, Bickel A, Weihs P. Effect of highly fragmented DNA on PCR. Nucleic Acids Res. 1996;24: 5026–5033. pmid:9016676
- 38. Suzuki K, Saso A, Hoshino K, Sakurai J, Tanigawa K, Luo Y, et al. Paleopathological Evidence and Detection of Mycobacterium leprae DNA from Archaeological Skeletal Remains of Nabe-kaburi (Head-Covered with Iron Pots) Burials in Japan. PLOS ONE. 2014;9: e88356. pmid:24516638
- 39. Fletcher HA. Molecular analysis of Mycobacterium tuberculosis DNA from a family of 18th century Hungarians. Microbiology. 2003;149: 143–151. pmid:12576588
- 40. Handt O, Krings M, Ward RH, Pääbo S. The retrieval of ancient human DNA sequences. Am J Hum Genet. 1996;59: 368–376. pmid:8755923
- 41. Jaeger LH, Gijón-Botella H, del Carmen del Arco-Aguilar M, Martín-Oval M, Rodríguez-Maffiotte C, del Arco-Aguilar M, et al. Evidence of Helminth Infection in Guanche Mummies: Integrating Paleoparasitological and Paleogenetic Investigations. J Parasitol. 2016;102: 222–228. pmid:26641720
- 42. Andrews RM, Kubacka I, Chinnery PF, Lightowlers RN, Turnbull DM, Howell N. Reanalysis and revision of the Cambridge reference sequence for human mitochondrial DNA. Nat Genet. 1999;23: 147. pmid:10508508
- 43. Lima P. Deformações Tegumentares e Mutilação Dentária entre os índios Tenetehara. Bol Museu Nacional. 1954;16: 1–22.
- 44. Liryo A, de Souza SM, Cook DC. Dentes intencionalmente modificados e etnicidade em cemitérios do Brasil Colônia e Império. Rev Mus Arqueol E Etnologia. 2011;0: 315–334.
- 45. Buikstra JE, Cook DC. Palaeopathology: An American Account. Annu Rev Anthropol. 1980;9: 433–470.
- 46.
Mello e Alvim M, Gomes J. Paleopatologia & Paleoepidemiologia: Hipersostose Porosa: Anemia Malárica? Índios Gujajajara–Estudo de Caso. 1st ed. Rio de Janeiro: Série Panoma ENSP; 1992.
- 47.
Altamirano A. Comprometiendo la estructura Osteo-Facial de las Poblaciones Humanas del Antiguo Perú por la Leishmaniasis Tegumentaria de forma mucosa y su Significado Cultural. Ph.D Thesis. Fundação Oswaldo Cruz. 2000. http://portalteses.icict.fiocruz.br/transfp.php?script=thes_print&id=00010800&lng=pt/
- 48. Tamm E, Kivisild T, Reidla M, Metspalu M, Smith DG, Mulligan CJ, et al. Beringian Standstill and Spread of Native American Founders. Carter D, editor. PLoS ONE. 2007;2: e829. pmid:17786201
- 49. Cardena MMSG, Ribeiro-Dos-Santos A, Santos S, Mansur AJ, Pereira AC, Fridman C. Assessment of the relationship between self-declared ethnicity, mitochondrial haplogroups and genomic ancestry in Brazilian individuals. PloS One. 2013;8: e62005. pmid:23637946
- 50. Ramallo V, Bisso-Machado R, Bravi C, Coble MD, Salzano FM, Hünemeier T, et al. Demographic expansions in South America: enlightening a complex scenario with genetic and linguistic data. Am J Phys Anthropol. 2013;150: 453–463. pmid:23341256
- 51. Fagundes NJR, Kanitz R, Eckert R, Valls ACS, Bogo MR, Salzano FM, et al. Mitochondrial population genomics supports a single pre-Clovis origin with a coastal route for the peopling of the Americas. Am J Hum Genet. 2008;82: 583–592. pmid:18313026
- 52. Achilli A, Perego UA, Bravi CM, Coble MD, Kong Q-P, Woodward SR, et al. The Phylogeny of the Four Pan-American MtDNA Haplogroups: Implications for Evolutionary and Disease Studies. Macaulay V, editor. PLoS ONE. 2008;3: e1764. pmid:18335039
- 53. Goebel T, Waters MR, O’Rourke DH. The Late Pleistocene Dispersal of Modern Humans in the Americas. Science. 2008;319: 1497–1502. pmid:18339930
- 54. Gonçalves VF, Parra FC, Gonçalves-Dornelas H, Rodrigues-Carvalho C, Silva HP, Pena SD. Recovering mitochondrial DNA lineages of extinct Amerindian nations in extant homopatric Brazilian populations. Investig Genet. 2010;1: 13. pmid:21122100
- 55. Gonçalves VF, Carvalho CMB, Bortolini MC, Bydlowski SP, Pena SDJ. The phylogeography of African Brazilians. Hum Hered. 2008;65: 23–32. pmid:17652961
- 56. Leles D, Araújo A, Ferreira LF, Vicente ACP, Iñiguez AM. Molecular paleoparasitological diagnosis of Ascaris sp. from coprolites: new scenery of ascariasis in pre-Colombian South America times. Mem Inst Oswaldo Cruz. 2008;103: 106–108. pmid:18327505
- 57. Poulakakis N, Parmakelis A, Lymberakis P, Mylonas M, Zouros E, Reese DS, et al. Ancient DNA forces reconsideration of evolutionary history of Mediterranean pygmy elephantids. Biol Lett. 2006;2: 451–454. pmid:17148428
- 58. Mikić AM. The First Attested Extraction of Ancient DNA in Legumes (Fabaceae). Front Plant Sci. 2015;6. pmid:26635833
- 59. Forst J, Brown TA. Inability of “Whole Genome Amplification” to Improve Success Rates for the Biomolecular Detection of Tuberculosis in Archaeological Samples. PLOS ONE. 2016;11: e0163031. pmid:27654468
- 60.
Forst J. Detecting and Sequencing Mycobacterium tuberculosis aDNA from Archaeological Remains. Ph.D. Thesis. The University of Manchester. 2015. https://www.research.manchester.ac.uk/portal/en/theses/detecting-and-sequencing-mycobacterium-tuberculosis-adna-from-archaeological-remains(a806f3a9-8d22-4395-a1ff-a3ffbcb1c8cc).html
- 61. Liébana E, Aranaz A, Francis B, Cousins D. Assessment of genetic markers for species differentiation within the Mycobacterium tuberculosis complex. J Clin Microbiol. 1996;34: 933–938. pmid:8815111
- 62. Zink AR, Nerlich AG. Molecular strain identification of the Mycobacterium tuberculosis complex in archival tissue samples. J Clin Pathol. 2004;57: 1185–1192. pmid:15509681
- 63. Huard RC, Lazzarini LC de O, Butler WR, van Soolingen D, Ho JL. PCR-based method to differentiate the subspecies of the Mycobacterium tuberculosis complex on the basis of genomic deletions. J Clin Microbiol. 2003;41: 1637–1650. pmid:12682155
- 64. de Jong BC, Antonio M, Gagneux S. Mycobacterium africanum—Review of an Important Cause of Human Tuberculosis in West Africa. PLoS Negl Trop Dis. 2010;4: e744. pmid:20927191
- 65. Müller R, Roberts CA, Brown TA. Complications in the study of ancient tuberculosis: Presence of environmental bacteria in human archaeological remains. J Archaeol Sci. 2016;68: 5–11.
- 66. Jaeger L, Iñiguez A. Molecular Paleoparasitological Hybridization Approach as Effective Tool for Diagnosing Human Intestinal Parasites from Scarce Archaeological Remains. Veitia R, editor. PLoS ONE. 2014;9: e105910. pmid:25162694
- 67. Rollo F, Ermini L, Luciani S, Marota I, Olivieri C. Studies on the preservation of the intestinal microbiota’s DNA in human mummies from cold environments. Med Secoli. 2006;18: 725–740. pmid:18175619
- 68. Donoghue HD. Insights gained from palaeomicrobiology into ancient and modern tuberculosis. Clin Microbiol Infect Off Publ Eur Soc Clin Microbiol Infect Dis. 2011;17: 821–829. pmid:21682803
- 69. Baron H, Hummel S, Herrmann B. Mycobacterium tuberculosisComplex DNA in Ancient Human Bones. J Archaeol Sci. 1996;23: 667–671.
- 70. Müller R, Roberts CA, Brown TA. Biomolecular identification of ancient Mycobacterium tuberculosis complex DNA in human remains from Britain and continental Europe. Am J Phys Anthropol. 2014;153: 178–189. pmid:24226751
- 71. Wilbur AK, Buikstra JE. Patterns of tuberculosis in the Americas: how can modern biomedicine inform the ancient past? Mem Inst Oswaldo Cruz. 2006;101: 59–66. pmid:17308811
- 72. Jaeger L, Taglioretti V, Fugassa M, Dias O, Neto J, Iñiguez A. Paleoparasitological results from XVIII century human remains from Rio de Janeiro, Brazil. Acta Trop. 2013;125: 282–286. pmid:23200641
- 73. Jaeger LH, Taglioretti V, Dias O, Iñiguez AM. Paleoparasitological analysis of human remains from a European cemetery of the 17th–19th century in Rio de Janeiro, Brazil. Int J Paleopathol. 2013;3: 214–217. pmid:29539459
- 74. Daniel TM. The impact of tuberculosis on civilization. Infect Dis Clin North Am. 2004;18: 157–165. pmid:15081511
- 75. Gómez i Prat J, de Souza SMFM. Prehistoric tuberculosis in america: adding comments to a literature review. Mem Inst Oswaldo Cruz. 2003;98 Suppl 1: 151–159.
- 76.
Roberts CA, Buikstra JE. The bioarchaeology of tuberculosis. A global view on a The bioarchaeology of tuberculosis. A global view on a reemerging disease. 1st ed. Gainesville, Florida: University Press of Florida; 2003.
- 77. Walker PL, Bathurst RR, Richman R, Gjerdrum T, Andrushko VA. The causes of porotic hyperostosis and cribra orbitalia: a reappraisal of the iron-deficiency-anemia hypothesis. Am J Phys Anthropol. 2009;139: 109–125. pmid:19280675
- 78. Zuckerman MK, Garofalo EM, Frohlich B, Ortner DJ. Anemia or scurvy: A pilot study on differential diagnosis of porous and hyperostotic lesions using differential cranial vault thickness in subadult humans. Int J Paleopathol. 2014;5: 27–33. pmid:29539465