Skeletal lesions used as indicators of environmental stress in archaeological contexts are often etiologically complex and may be generated through multiple biological pathways. Cribra orbitalia (CO) and porotic hyperostosis (PH) are descriptive terms for porous cranial lesions (PCLs) found on the orbit roofs and cranial vault that cause pitting, porosity, or thickening of the affected bones (Brickley Reference Brickley2018; Lewis Reference Lewis2017:194). Often, they are assumed to have the same etiology: acquired anemia from nutritional deficiencies. The association of PCLs with iron-deficiency anemia in past peoples is attributable to Moseley (Reference Moseley1965:141), although he stipulated that “it does not seem necessary . . . to ascribe the same etiology to all.” Despite that caveat, PCLs, regardless of morphology, are consistently attributed to nutritional anemia without differential diagnosis (for more discussion, see Grauer Reference Grauer and Buikstra2019; Mays Reference Mays and Grauer2012; Ortner Reference Ortner and Grauer2012). According to Ortner (Reference Ortner and Grauer2012:251), this association “has resulted in abnormalities being diagnosed as anemia when other diagnostic options are more probable. It also means that much of the literature on the prevalence of anemia . . . is likely to overestimate the true prevalence of the skeletal disorder in antiquity.”
Failure to consider the complex biocultural processes that contribute to lesion formation may impede efforts to assess environmental impacts on patterns of morbidity and mortality in archaeological contexts. This article leverages data from an Ancestral Pueblo archaeological assemblage (AD 1100–1400s) and dietary data from a literature review to build on previous research examining relationships among PCLs, diet, and illness (Brickley et al. Reference Brickley, Ives and Mays2020; Cole and Waldron Reference Cole and Waldron2019; Mays Reference Mays and Grauer2012; Rivera and Mirazón Lahr Reference Rivera and Lahr2017; Walker et al. Reference Walker, Bathurst, Richman, Gjerdrum and Andrushko2009; Wapler et al. Reference Wapler, Crubezy and Schultz2004).
Much like PCLs, anemia develops in varied conditions, including trauma, infection, renal failure, cancer, and metabolic disorders (Brickley et al. Reference Brickley, Ives and Mays2020; Ives Reference Ives2018; Schattmann et al. Reference Schattmann, Bertrand, Vatteoni and Brickley2016). This complexity may confound efforts to identify potential environmental factors such as diet and disease that contribute to PCL development. Additionally, studies suggest that CO and PH may have different etiologies (Rivera and Mirazón Lahr Reference Rivera and Lahr2017; Schultz Reference Schultz and Ortner2003; Walker et al. Reference Walker, Bathurst, Richman, Gjerdrum and Andrushko2009), even when observed in the same person, because individuals can have comorbidities (see, e.g., Ives Reference Ives2018). Recent work indicates different developmental trajectories for CO and PH, which may speak to their varied causes (O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023). Because different biological pathways promoting PCL formation may involve different life-history trade-offs—for example, immune function versus growth (see Stearns Reference Stearns1992)—and associated costs such as constrained growth and elevated morbidity or mortality risks relevant to archaeological research questions, care should be taken in their interpretation.
This article reviews the literature and provides limited analyses to examine the association between PCLs and diet in the US Southwest. We examine bone changes in anemia and the relationship between anemia and PCLs in the Ancestral Pueblo world.
Background
Anemia and PCLs
Anemia occurs when red blood cells are low in number or dysfunctional, or hemoglobin concentration is lower than normal (Beutler Reference Beutler1988; WHO 2019a). Anemia has many potential causes and manifestations (Grauer Reference Grauer and Buikstra2019), and its presence signals an underlying health condition, but anemia itself is not a disease (Beutler Reference Beutler1988; Shine Reference Shine1997). See Supplemental Table 1 for terminology and definitions.
PCLs are commonly attributed to acquired anemias, including iron-deficiency anemia (El-Najjar et al. Reference El-Najjar, Lozoff and Ryan1975; Fink Reference Fink, Merbs and Miller1985; Hens et al. Reference Hens, Godde and Macak2019; for discussion, see Brickley and Morgan Reference Brickley, Morgan and Grauer2023:343–344). Iron-deficiency anemia and anemia of inflammation (AoI) are the most often observed acquired anemias in clinical settings today (Ganz Reference Ganz2019). When AoI develops, it is often through iron sequestration or iron withholding (Spivak Reference Spivak2002), adaptive features of the immune system (Jurado Reference Jurado1997; Zucker et al. Reference Zucker, Friedman and Lysik1974).
AoI differs from iron deficiency because it typically does not deplete the body's total iron stores. Instead, serum ferritin—reflective of iron stores—is increased in AoI but decreased in iron-deficiency anemia (Nayak et al. Reference Nayak, Gardner, Little, Hoffman, Benz, Silberstein, Heslop, Weitz, Anastasi, Salama and Abutalib2018). Despite these differences, it is sometimes difficult for clinicians to differentiate between the two conditions (Schapkaitz et al. Reference Schapkaitz, Buldeo and Mahlangu2015), and they often co-occur (Ganz Reference Ganz2019). PCLs similar to those seen in congenital anemias are sometimes reported in individuals with iron-deficiency anemia (Eng Reference Eng1958; Sheldon Reference Sheldon1936), but they are rare compared to postcranial alterations in iron-deficiency anemia (Agarwal et al. Reference Agarwal, Dhar, Shah and Bhardwaj1970).
Vitamin B12 deficiency, which can cause megaloblastic anemia, has been suggested as a cause of PCLs (Martinson Reference Martinson2002; Walker et al. Reference Walker, Bathurst, Richman, Gjerdrum and Andrushko2009). However, B12 deficiency in childhood, during which PCLs develop, is extremely rare (Lewis Reference Lewis2017; Mtvarelidze et al. Reference Mtvarelidze, Kvezereli-Kopadze and Kvezereli-Kopadze2009). This alone is inconsistent with the frequency of PCLs in the archaeological record. B12 deficiency is not definitively linked with hyperplastic skeletal lesions in the medical literature, although there is some evidence of a relationship to bone loss (Stone et al. Reference Stone, Bauer, Sellmeyer and Cummings2004); for discussion, see Oxenham and Cavill (Reference Oxenham and Cavill2010) and McIlvaine (Reference McIlvaine2015). A recent article by Brickley (Reference Brickley2024) provides an extended discussion and critique of the association of anemia with PCLs.
Although PCL presence alone only serves as a generalized indicator of stress, PCL morphology is likely indicative of its etiology (e.g., Brickley et al. Reference Brickley, Ives and Mays2020:7; Mays Reference Mays2018a; Ortner Reference Ortner2003). In congenital anemias, PCLs are often characterized by marrow hyperplasia and pitting/porosity (Chaichun et al. Reference Chaichun, Yurasakpong, Suwannakhan, Iamsaard, Arun and Chaiyamoon2021; Cooley and Lee Reference Cooley and Lee1925). In infection, PCLs are often superficial to normal bone and not associated with expansion of the marrow space (Grauer Reference Grauer and Buikstra2019:520). Inflammation, which results from immune responses to many conditions, may cause lesions characterized by bone loss (Epsley et al. Reference Epsley, Tadros, Farid, Kargilis, Mehta and Rajapakse2020). Nutrient deficiency can cause superficial new bone and microporosity (scurvy; Ortner Reference Ortner2003; Snoddy et al. Reference Snoddy, Buckley, Elliott, Standen, Arriaza and Halcrow2018) or spiculation of bone surfaces and larger pores (rickets; Mays Reference Mays2008:185, Reference Mays, Trevathan, Cartmill, Dufour, Larsen, O'Rourke, Rosenberg and Strier2018b).
Developmental Factors Contributing to Lesion Formation
When observed in adults, PCLs are thought to represent developmental stress that an individual survived (Stuart-Macadam Reference Stuart-Macadam1985), potentially signaling the initiation of critical physiological trade-offs that influence later morbidity and mortality risks (McPherson Reference McPherson2021; Temple Reference Temple2019). Recent work indicates that the developmental window for CO closes around eight years of age, but PH may continue to form in later life-history phases (O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023). Limited evidence suggests that pediatric males are more likely to develop CO than females (O'Donnell et al. Reference O'Donnell, Hill, Anderson and Edgar2022; Sheridan and Van Gerven Reference Sheridan and Van Gerven1997). There are also indications that different PCL morphologies may be associated with normal growth and development processes, such as fine porosity (Cole and Waldron Reference Cole and Waldron2019).
Early paleopathological studies of PCLs focused on the Southwest identified associations between lesion prevalence and age. In a study examining PH in Ancestral Pueblo skeletal samples, El-Najjar and colleagues (Reference El-Najjar, Ryan, Turner and Lozoff1976) suggested that PH rates were higher in children because of incompletely mineralized, thinner cranial vault bones, which provide limited space for marrow expansion. Lallo (Reference Lallo, Armelagos and Mensforth1977:471) cited “synergistic” interactions between developmental physiology and iron deficiency as key factors in the development of PH, hypothesizing that individuals who experienced nutritional stress during the weaning period and those who experienced particularly rapid somatic growth (with its attendant energetic costs) would be more likely to develop lesions.
Although not focused on the Southwest, Stuart-Macadam (Reference Stuart-Macadam1985) used studies of bone marrow physiology to contextualize data on PCLs derived from clinical and anthropological sources. She suggested that greater bone plasticity in conjunction with limited capacity for marrow expansion increased the likelihood of lesion development in anemic juveniles. This study provided strong support for the theory that PCLs are representative of childhood episodes of stress—while calling into question the role of diet in their development.
Diet and Skeletal Alterations
The association of PCLs with nutrient deficiencies, such as iron, B12, and folate, and resulting anemia (El-Najjar et al. Reference El-Najjar, Lozoff and Ryan1975; Walker et al. Reference Walker, Bathurst, Richman, Gjerdrum and Andrushko2009) may arise from a mischaracterization of a population's typical diet; for additional discussion, see Cadwallader and colleagues (Reference Cadwallader, Beresford-Jones, Whaley and O'Connell2012). In the Southwest, the connection of PCLs to acquired anemia related to maize dependency likely derives from a series of work by El-Najjar and coworkers (Reference El-Najjar, Lozoff and Ryan1975, Reference El-Najjar, Ryan, Turner and Lozoff1976). This research analyzed individuals from Basketmaker II–III and Pueblo I–V sites in Arizona and New Mexico, including those from Chaco Canyon (individuals from Chaco Canyon are included in our study).
The 1976 study examined 539 crania for evidence of PCLs and found that rates varied with ecological context: populations living in canyon bottoms exhibited higher rates of PCLs than those living on sage plains. The authors attributed this result to dietary variation, hypothesizing that maize-dependent populations with less access to faunal sources of iron were more likely to develop PCLs (El-Najjar et al. Reference El-Najjar, Ryan, Turner and Lozoff1976). The subsequent observation that PCL frequencies increased with the introduction of maize agriculture in the Southwest (Berry Reference Berry1984:264–265, citing Lallo et al. Reference Lallo, Armelagos and Mensforth1977) further established the relationship between maize consumption, iron-deficiency anemia, and PCLs in the archaeological literature.
Using El-Najjar and colleague's work as a reference, Ferguson (Reference Ferguson and Cordell1980) concluded that iron-deficiency anemia was common in those who lived in Tijeras in New Mexico and that diarrheal disease or prolonged breastfeeding without iron supplementation were likely factors in its development. Merbs and Miller's (Reference Merbs and Miller1985) collection of research papers includes four chapters devoted to PCLs, in which iron-deficient maize-based diets are consistently cited as contributors to lesion development. For example, Walker (Reference Walker, Merbs and Miller1985) examined PCLs in samples from sites also represented in our study: Chaco Canyon and Tijeras. In addition to iron-deficient diets, Walker hypothesized that other factors, including breastfeeding, parasitism, and other nutritional deficiencies, may have contributed to the development of PCLs in Southwest archaeological contexts. These works were at the forefront of research at the time they were written and were designed to identify stressed individuals within populations, the underlying environmental factors that contributed to PCL formation, or both.
Although PCL frequencies are thought to increase with the introduction of maize agriculture (Berry Reference Berry1984:264–265, citing Lallo et al. Reference Lallo, Armelagos and Mensforth1977), their presence and prevalence do not necessarily have a relationship with maize consumption or reliance (Reinhard Reference Reinhard1988; Stodder Reference Stodder, Simmons, Stodder, Dykeman and Hicks1989; Ubelaker Reference Ubelaker, Stuart-Macadam and Kent1992; Walker Reference Walker1986; see also Rothschild Reference Rothschild2012). In addition to the dietary implications of maize agriculture, other changes occur with its adoption, including population growth and population aggregation.
Maize was a dietary staple for many Southwest groups (Brand Reference Brand1994; Hard et al. Reference Hard, Mauldin and Raymond1996; Holliday Reference Holliday1996; Mays Reference Mays2008; Minnis Reference Minnis1989). Although there are many problems with a diet solely dependent on maize (if such a diet exists), the nutritional-deficiency argument centers on its iron content. Maize is low in iron and can limit iron bioavailability—the body's ability to absorb iron. A study by Moore (Reference Moore, Wohl and Goodhart1968) estimates iron absorption from maize at 5%. The presence of phytic acid content in maize can also limit iron bioavailability by acting as a chelating agent. Iron bioavailability differs based on the type of iron in food sources. Heme iron from meat, fish, and other seafood is the most bioavailable. Nonheme iron is available in grains, seeds, nuts, and dark leafy greens.
Even when maize is a dietary staple, other food items are incorporated into the diet (Cadwallader et al. Reference Cadwallader, Beresford-Jones, Whaley and O'Connell2012), as was the case in the ancient Southwest (Adams Reference Adams and Reed2008:Table 4.3; Huckell and Toll Reference Huckell, Toll and Minnis2004:Tables 3.1–3.5). Southwest groups ground maize using limestone or treated it with lime or ash, enhancing its mineral and nutritional content (Beck Reference Beck2001:190; Ezzo Reference Ezzo and Sobolik1994:271; Huss-Ashmore et al. Reference Huss-Ashmore, Goodman, Armelagos and Schiffer1982:400; Snow Reference Snow, Minnis and Redman1990:293). The nutrient content of maize is also enhanced by foods consumed alongside it, including beans, squash, tubers, prickly pear, goosefoot, yucca, pine nuts, amaranth, and beeweed (Anschuetz Reference Anschuetz, Price and Morrow2006; Kellner and Schoeninger Reference Kellner and Schoeninger2007; Kinder et al. Reference Kinder, Adams and Wilson2017; Reinhard Reference Reinhard, Stuart-Macadam and Kent1992; Reinhard and Danielson Reference Reinhard and Danielson2005; Watson Reference Watson2008). The diet also included meats and animal proteins from turkeys, rabbits, prairie dogs, artiodactyls, and fish (Badenhorst et al. Reference Badenhorst, Driver and Ryan2019; Dombrosky et al. Reference Dombrosky, Besser, Elliott Smith, Conrad, Barceló and Newsome2020; McKusick Reference McKusick, Longacre, Holbrook and Graves1982; Rawlings and Driver Reference Rawlings and Driver2010; Snow Reference Snow, Wiseman, O'Laughlin and Snow2002).
Methods and Case Study
We examined the distribution of PCLs by individual age and the percent frequency of PCLs alongside evidence for diet from multiple Southwest sites and locales. We expected that PCL types would show patterning by age and that evidence for micronutrient deficiency (scurvy or rickets) would be lacking from skeletal remains, as supported by the literature and by faunal, coprolite (including paleoethnobotanical), and other dietary data.
We included data from 86 Ancestral Pueblo individuals under age 16 who lived in what is now New Mexico between AD 1000 and 1400. We selected this age-restricted assemblage because PCLs develop in children, although adults may maintain evidence of PCLs throughout their lives (Brickley Reference Brickley2018; O'Donnell et al. Reference O'Donnell, Hill, Anderson and Edgar2022; Stuart-Macadam Reference Stuart-Macadam1985), and PCLs in children are unlikely to have undergone extensive remodeling. It is worth noting, however, that remodeled and remodeling PCLs are found in children, including those Ancestral Pueblo individuals in our study (O'Donnell Reference O'Donnell2019). Lallo (Reference Lallo, Armelagos and Mensforth1977) argued that skeletal remodeling is a methodological problem in any study of PCLs, and the rate and extent to which they remodel under varied environmental conditions remain uncertain. In addition to influencing assessments of PCL presence and prevalence, remodeling may affect assessments of the morphological characteristics of lesions.
The Museum of Indian Arts and Culture (MIAC) staff conducted consultation on O'Donnell's behalf. Permission was granted for all data included here; see O'Donnell, Valesca Meyer, and Ragsdale (Reference O'Donnell, Meyer and Ragsdale2020) for a detailed explanation of the process. All methods used here are nondestructive. The case study is subject to archaeological issues, including small assemblage size, but power analysis indicates a sufficient (0.83; alpha = 0.05) sample for logistic regression estimates.
Cultural Context
Most individuals included in the case study lived between AD 1100 and 1400, which saw significant demographic and environmental disturbances, large-scale migrations, regional depopulation, and aggregation (Cordell Reference Cordell1995; Kohler et al. Reference Kohler, Varien and Wright2010). In the late 1200s, the Four Corners region experienced depopulation, often attributed to the “Great Drought” (Schlanger and Wilshusen Reference Schlanger, Wilshusen, Cameron and Tomka1993), although this explanation is likely too simplistic (Crown et al. Reference Crown, Orcutt, Kohler and Adler1996; Kohler et al. Reference Kohler, Varien and Wright2010; Ortman Reference Ortman, Kohler, Varien and Wright2010; Roney Reference Roney1995; Schillaci and Lakatos Reference Schillaci and Lakatos2016; Varien Reference Varien, Kohler, Varien and Wright2010). The population had survived severe droughts equivalent in intensity or worse than the Great Drought, and some areas were buffered from the drought's effects (Benson et al. Reference Benson, Petersen and Stein2007).
There is ethnographic, archaeological, and bioarchaeological evidence for inequity and unequal distribution of resources in Puebloan society (Eggan Reference Eggan1950; Levy Reference Levy1992; Martin and Osterholtz Reference Martin, Osterholtz, Zuckerman and Martin2016). None of the individuals in this sample with associated burial information had grave goods or burial treatment indicative of elevated social status (O'Donnell and Moes Reference O'Donnell and Moes2021). However, some individuals and groups likely experienced heightened stress related to social status, sex, or age (see Table 1 for assemblage information).
Individuals Included in This Study; Counts of Individuals by Site and Age Group (One-Year Intervals).
Note: All individuals included in this study are from pre-Spanish contact site components.
Skeletal Analysis and Data Collection
Skeletal analyses were done using standard methods (Buikstra and Ubelaker Reference Buikstra and Ubelaker1994; Ortner Reference Ortner2003; see O'Donnell Reference O'Donnell2019). Age was estimated using dental and skeletal development (AlQahtani et al. Reference AlQahtani, Hector and Liversidge2010; Baker et al. Reference Baker, Dupras and Tocheri2005; Buikstra and Ubelaker Reference Buikstra and Ubelaker1994; Scheuer and Black Reference Scheuer and Black2000, Reference Scheuer and Black2004). Sex estimates are not possible in prepubertal children without doing destructive analyses (O'Donnell et al. Reference O'Donnell, Berry and Edgar2017; Scheuer and Black Reference Scheuer and Black2000), so no attempts at sex estimation were made.
Each individual included had at least one observable eye orbit; PCL morphology scoring followed Stuart-Macadam (Reference Stuart-Macadam, Bush and Zvelebil1991a:Figures 9.3a, 9.3b). Table 2 and Figure 1 provide descriptions and depictions of morphology, respectively.
Lesion Types (Morphology) and Definitions Used in the Study.
Note: See Figures 1 and 2 for illustrations of lesion types and bone cross sections. These scores were also used for porotic hyperostosis (see Stuart-Macadam Reference Stuart-Macadam, Bush and Zvelebil1991a:Figure 9.3a, 9.3b; orbits schematics follow Figure 9.3b).
Illustrations of CO and PH morphology (Types 1–6) described in Table 2. 1a-a Type 1, capillary-like impressions; 1a-b Type 2, scattered, small foramina; 1a-c Type 3, large and small scattered foramina; 1a-d Type 4, foramina linked in a trabecular structure; 1a-e Type 5, trabecular outgrowth from the outer table; 1a-f Type 6, new bone deposited on outer cortex. All illustrations by the first author.
Illustrations of cross sections of vault (Figure 1b-a and 1b-c) and orbit bones (1b-d, 1b-e). (1b-a) Normal vault cross section; (1b-b) lamination of diploë without expansion of the marrow space; (2c) expansion of the marrow space and thickening, coupled with thinned outer/inner cortices; (1b-d) normal orbit; (1b-e) orbit with expansion of the marrow space accompanied by thickening of the bone. Orbit illustrations are from the posterior (looking into the endocranium). All illustrations by the first author. (See also Brickley and colleagues Reference Brickley, Ives and Mays2020:Figure 9-2; O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023:Figure 1).
Expansion of the diploic space, identified in dry bone when the marrow spaces are enlarged, was recorded. Expansion was observable in the orbit roof of six of 32 individuals and in the vault bones of 10 of 62 individuals; for additional depictions, see Figure 2, Grauer (Reference Grauer and Buikstra2019:Figure 14.24), and Brickley and coauthors (Reference Brickley, Ives and Mays2020:Figure 9-2). Because expansion was recorded in bones broken postdeposition, there may be some comparability issues. However, marrow hyperplasia (thickening of dry bone) is observable at postdepositional breaks (Mays Reference Mays and Grauer2012:291), and expansion outside the norm is identifiable (see O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023:Figure 1B–1D).
Balloon plots show the percent frequency of coprolites with pollen or plant (2a) / animal remains (2b) across time. The “balloon” increases in size with increasing frequency, and the color increases in temperature following that same pattern. For the number of coprolites per site, see also Supplemental Figure 1 and Supplemental Table 2; references for data are shown in Table 3. Abbreviations: BMII (1500 BC–AD 50), BMIII (AD 500–750), PI (AD 750–900), PII (AD 900–1150), PIII (AD 1150–1325), PIV (AD 1325–1550). (Color online)
Assessing Diet in the Southwest
In addition to the literature review, we aggregated information from paleofeces (coprolite)/paleoethnobotanical studies to characterize the Ancestral Pueblo diet (see Table 3). The dates for coprolites range from 2900 BC to AD 1450, with the majority of coprolites being from PII (AD 900–1150) and PIII (AD 1150–1325). Not all dietary components are equally represented in coprolites. Some food items, such as beans, squash, and meat, are wholly digested or otherwise difficult to identify in coprolites (Stiger Reference Stiger1977:16). In contrast, maize is not completely digested and may be overrepresented in coprolites (Reinhard Reference Reinhard1988:144, 147). However, coprolites enable the direct assessment of human diet and parasitism via the presence of macroscopic (e.g., animal bones, seeds) and microscopic inclusions (e.g., pollen, phytoliths; Reinhard and Bryant Reference Reinhard, Bryant and Schiffer1992). Small animal bone fragments in coprolites provide evidence for meat consumption (Clary Reference Clary1983; Gillespie Reference Gillespie1981; Reinhard and Bryant Reference Reinhard, Bryant and Schiffer1992). The accuracy of the frequencies of coprolites is dependent on the number of observations (presented in Supplemental Table 2).
Sources of Coprolite Dietary Data.
Notes: These data are used in Figure 2; pollen studies generally required >=200 grains; CO and PH data are used in Figure 6. The bottom portion of this table provides the date ranges used along with midpoints. Refer to Supplemental Tables 2 and 3 for counts.
* Although there are some difficulties with using the Pecos Classification to compare areas throughout the Southwest (not all sites or groups fit neatly into the categories), it is used here to generalize trends across time and space.
Data from multiple studies (Table 3; Supplemental Tables 2 and 3) were used to plot temporal patterns of PCL presence/absence. Analyses of lesion morphology were conducted on the 86 individuals in the case study.
Analytical Methods
Logistic regression in Stata 18 (StataCorp 2017) was used to estimate odds ratios (OR) for the associations between PCLs and estimated age at death. OR are commonly used in clinical research to examine the odds of developing an outcome following an exposure (e.g., lung cancer in those who smoke). Here, we use OR to examine the odds of having a lesion characterized by certain morphology, such as Type 6 (outcome), based on individual age at death (exposure). Logistic regression was done with regions pooled by age at death, rather than focusing on individual regions. For region- and site-level analyses, see O'Donnell (Reference O'Donnell2019:207–214).
An OR > 1 indicates greater odds of having a lesion, an OR < 1 indicates lower odds of having a lesion, and an OR = 1 indicates no difference in odds of having a lesion. OR are presented in forest plots (coefplot; Jann Reference Jann2013), which provide visual representations of the analysis results. A red line is placed at 1. Significant results to the right of the line indicate increased odds of having an outcome, whereas those to the left of the line indicate decreased odds of having an outcome.
The regression formula is
Index i is an individual observation, β is the coefficient estimated using regression, age is individual age at death, and u is the error term. Lesion Type is the outcome of interest (Lesion Type = 1 if the outcome is observed; Lesion Type= 0 if the outcome is not observed). For example, Lesion Type 5 can be “0” absent or “1” present. The variable age2 was included in the logistic regression analyses to account for nonlinear relationships between age at death and PCL presence/absence but was insignificant for all analyses, so results are provided for age alone.
Balloon plots showing the frequency of dietary inclusions and PCLs (size and color of the “balloon”) were made using RStudio's ggplot (RStudio Team Reference Team2016). The ggplot package was used to plot density and smoothed percent frequency curves.
Results
Diet in the Southwest
Maize was ubiquitous throughout time, but there was substantial dietary variety (Figure 2a). Squash and beans are found at lower frequencies than maize, likely due to complete digestion. Chenopods and amaranth (cheno-ams) are in several categories in Figure 2a (cheno-ams, goosefoot). Other common food items are pine nuts (Pinus), grasses, beeweed (Cleome), sunflowers (Helianthus), purslane (Portulaca), and prickly pear (Opuntia). Figure 2b shows that large and small game animals, including rabbits, were part of the diet across time.
PCL Presence and Morphology, Age at Death, and Diet
The most common PCL morphology is Type 2. Type 4 morphology in the orbit and on the parietal bones shows a bimodal distribution (Figures 3a, 3c). The frontal bone is the least likely to exhibit lesions (Figure 3b). Figures 3 and 4 demonstrate that the probability of having PCLs decreases with age: their presence is associated with younger ages at death in this sample (Figure 4a). CO characterized by “simple porosity” (Type 2) is associated with younger ages at death (Figure 4b, purple circle). PH characterized by Type 6 on any vault bone is associated with younger ages at death (Figure 4b, open blue circle). In analyses examining the relationship between PCL morphology and age in individuals under 10 years old (Figure 4c), we find similar results. There is one notable difference: in the younger age group, Type 3 PH on the parietal bone is associated with younger ages at death (Figure 4c, orange triangle).
These figures provide density curves by age at death for lesion Types 1–6. (3a) CO, orbit; (3b) PH, frontal bone; (3c) PH, parietal bones; (3d) PH, occipital bone. Along the x-axis at the bottom of each figure are points indicating each individual in the assemblage. (Color online)
These figures provide density curves by age at death for lesion Types 1–6. (3c) PH, parietal bones; (3d) PH, occipital bone. Along the x-axis at the bottom of each figure are points indicating each individual in the assemblage. (Color online)
Each figure presents odds ratios depicting the relationship between PCL location, type, and age at death in individuals 6 months to 15 years; Figure 4a presents results for CO (triangle) and PH (square) presence, regardless of morphology, by age at death. Figures 4b and 4c present the same analyses, but Figure 4c provides results for individuals under ten years of age. These analyses focus on lesion types and age at death. Type 1 is represented with a filled circle (purple), Type 2 with a red diamond, Type 3 with an orange square, Type 4 with a purple triangle, Type 5 with an open green square, and Type 6 with an open blue circle. Significance values are provided for “p” at three levels: 0.01, 0.05 (threshold for statistical significance) and 0.1. p ≤ 0.1 is provided for the reader as some of these values are p < 0.07 but p > 0.05. Lines represent 95% confidence intervals. Of note, no individuals with type 4 PH were observed for the frontal bone. (Color Online)
CO follows no discernible pattern across time, and PH increases as time progresses (Figure 5). However, the CO or PH category in this figure represents instances where authors pooled the lesions (implying an inferred shared etiology). If CO and PH had been broken into two categories, the frequency patterns observed might have been altered.
Balloon plot shows the percent frequency of CO and PH across time. The “balloon” increases in size with increasing frequency, and the color increases in temperature following the same pattern. References for data are shown in Table 3. Abbreviations: BMII (1500 BC–AD 50), BMIII (AD 500–750), PI (AD 750–900), PII (AD 900–1150), PIII (AD 1150–1325), and PIV (AD 1325–1550). (Color online)
Few individuals in the case study had a suite of skeletal changes consistent with scurvy (n = 3; 3.5%) or rickets (no identified cases), and neither produced pathognomic skeletal alterations (Brickley et al. Reference Brickley, Ives and Mays2020:53, 95).
Discussion
PCL morphology should be reflective of lesion etiology (e.g., Brickley Reference Brickley2024; O'Donnell, Hill, et al. Reference O'Donnell, Hill, Anderson and Edgar2020). We found that expansion of the diploic space (which would be reflective of anemia) is rare, whereas lesions characterized by fine porosity are more common. The diversity of PCL morphology implicates varied processes in their formation. These could include immune responses such as inflammation, infections, neoplasia, nutrient deficiencies, and trauma, although no skeletal injuries were identified in our study. Considering morphology in concert with archaeological evidence for diet can help researchers identify and rule out potential diagnoses and underlying biological mechanisms that promote lesion formation (Brickley et al. Reference Brickley, Ives and Mays2020:249; Mays Reference Mays2018a).
Early studies of PH in the Southwest, which largely attributed lesion formation to maize-dependent diets, noted that ecological factors and dietary variation likely influenced lesion rates (see El-Najjar et al. Reference El-Najjar, Ryan, Turner and Lozoff1976; Walker Reference Walker, Merbs and Miller1985). We highlight these studies because the present sample overlaps with theirs. Walker (Reference Walker, Merbs and Miller1985) and El-Najjar and colleagues (Reference El-Najjar, Ryan, Turner and Lozoff1976) considered the potential role played by other conditions—parasitism and, for adults, breastfeeding—in the development of anemia, but limited available evidence led El-Najjar and coauthors to conclude that dietary factors were a more likely cause of lesion formation in the Southwest. More recent ethnobotanical and coprolite studies provide a more nuanced picture of Southwest dietary variation and risks posed by soil and water-borne parasites, contextualizing observed PCL rates and morphological variation.
Although this article focuses on the US Southwest, its findings are of relevance to those who study human health and stress in other temporal and geographic contexts. For example, other studies such as that of Cadwallader and colleagues (Reference Cadwallader, Beresford-Jones, Whaley and O'Connell2012) indicated that the results of paleodietary reconstructions should be interpreted with care. The presence and meaning of PCLs should be interpreted similarly. PCLs are found around the globe in varied archaeological settings (Carlson et al. Reference Carlson, Armelagos and Van Gerven1974; Jatautis et al. Reference Jatautis, Mitokaitė and Jankauskas2011; Keenleyside and Panayotova Reference Keenleyside and Panayotova2006; Obertová and Thurzo Reference Obertová and Thurzo2004; Schats Reference Schats2023; Smith-Guzman Reference Smith-Guzman2015; Zaino and Zaino Reference Zaino and Zaino1975). They have also been identified in contemporary populations (Anderson Reference Anderson2022; Beatrice and Soler Reference Beatrice and Soler2016; Beatrice et al. Reference Beatrice, Soler, Reineke and Martínez2021; O'Donnell, Hill, et al. Reference O'Donnell, Hill, Anderson and Edgar2020) and are emerging as markers of generalized stress in public health contexts (O'Donnell et al. Reference O'Donnell, Green, Hill and O'Donnell2024). If their presence is assumed to derive from a single cause, then we may overestimate the frequency of conditions historically implicated in PCL development—for example, iron-deficient diets—while failing to recognize the multifactorial nature of PCL development and the role of other potential causative factors: dietary, immunological, and social. PCLs may be interpreted as indicators of stress suffered by a developing individual, but unless their morphology is used to diagnose the cause, they should not be seen as hallmarks of specific conditions.
Reconstructed Southwest Diet
Coprolite, paleoethnobotanical, and faunal studies demonstrate a varied and, in general, nutritionally adequate diet in the Southwest, with a variety of cultivated and wild foods supplementing maize (Durand and Durand Reference Durand, Durand and Reed2008; Huckell and Toll Reference Huckell, Toll and Minnis2004; Woosley Reference Woosley1980). Maize on its own is nutritionally incomplete, and the consumption of wild food sources provides critical micronutrients. For example, rabbits, an essential and ubiquitous dietary component (Brand Reference Brand1994:39; Coltrain and Janetski Reference Coltrain and Janetski2013; Durand and Durand Reference Durand, Durand and Reed2008:103; Holliday Reference Holliday1996), provide vitamin B12 and other nutrients, including heme iron (Nistor et al. Reference Nistor, Bampidis, Păcală, Pentea, Tozer and Prundeanu2013; USDA 2021). Fish, which were also eaten, provide heme iron and also increase the nonheme absorption of iron from maize (Hutchinson et al. Reference Hutchinson, Norr, Teaford, Cohen and Mountford Crane-Kramer2007; Layrisse et al. Reference Layrisse, Martinez-Torres and Roche1968).
Many wild plants are higher in iron, protein, and other micronutrients than maize. Pine nuts are a seasonally available source of protein, folate, and lysine. Yucca, juniper berries, opuntia, and wild mustard are also sources of vitamin C (Barriada-Bernal et al. Reference Barriada-Bernal, Aquino-González, Leticia Méndez-Lagunas, Rodríguez-Ramírez and Sandoval-Torres2018; Truesdale Reference Truesdale1993). Cheno-ams were noted at high frequencies in our survey, rivaling those of maize (Figure 2a). Amaranth is high in protein and contains higher levels of calcium, iron (29% of the recommended daily intake in one cup), magnesium, and sodium than other cereal grains (Ajmera Reference Ajmera2018; Stallknecht and Schulz-Schaeffer Reference Stallknecht, Schulz-Schaeffer, Janick and Simon1993). It is also a good source of carotenoids (Duya et al. Reference Duya, Nawiri and Wafula2018), which increase iron uptake and ferritin synthesis (García-Casal Reference García-Casal2006). The fungus Ustilago maydis (huitlacoche, or corn smut), which has higher protein content than maize, may have also been consumed (Battillo Reference Battillo2018).
Infants and children are more likely to develop PCLs than adults, but their diets are more challenging to assess in Southwest archaeological contexts. Coprolite studies do not specify whether adults or children deposited them. Isotopic studies involving infants and children are limited in number and sample size and largely restricted to the Basketmaker II and III periods. These suggest that the timing of weaning was highly variable and that the diets of nursing infants were likely supplemented with weaning food such as maize gruel (Coltrain and Janetski Reference Coltrain and Janetski2013).
Ethnographic research provides further clues to Puebloan infant and child diets. Cahuilla (Southern California) babies were fed piñon nuts ground up and mixed with water (Moerman Reference Moerman2010:184). The Haudenosaunee (Iroquois) did something similar with butternut (Moerman Reference Moerman2010:131), and Hopi (Pueblo) children were given small bits of food, including corn, mutton, and fruit (Eggan Reference Eggan1943:363). These studies suggest that supplemental foods provided to infants were varied and likely extended beyond maize gruel. In some cases, Pueblo babies were nursed for up to three years (Gonzalez Reference Gonzalez, Quimby and Chapman1974). In Ancestral Pueblo archaeological contexts, prolonged weaning, diarrheal diseases, and resultant iron deficiency have been implicated in the elevated PCL rates observed in infants (Kunitz and Euler Reference Kunitz and Euler1972). However, maternal buffering via nursing promotes the delivery of key nutrients and immune factors during episodes of nutritional stress and may limit the development of dietary deficiencies and diarrheal disease—if mothers’ micronutrient stores are not substantially depleted (Thayer et al. Reference Thayer, Rutherford and Kuzawa2020).
It is impossible to know whether the ethnographic literature accurately reflects infant and child diets. However, we might infer that children in the Southwest were fed an adequate diet that included food items consumed by adults. This varied diet and the impact of maternal buffering render it unlikely that diets deficient in iron or vitamins (B12, C, D, and others) are causes of all or even many of the lesions recorded and reported in the Southwest.
Of course, there were times of dietary, environmental, or social stress, which may have led to increased biological stress and potentially to PCL formation. During the mid- to late 1200s and early 1300s, there was significant demographic upheaval in northern New Mexico and the Mesa Verde region that caused environmental and social stresses, including migrations (Crown et al. Reference Crown, Orcutt, Kohler and Adler1996; Kohler et al. Reference Kohler, Varien and Wright2010). Psychosocial stress may contribute to PCL development (Beatrice et al. Reference Beatrice, Soler, Reineke and Martínez2021), but studies of its impacts on PCL formation need to be conducted in children to address this hypothesis fully. Social and environmental stress might lead to dietary deficiencies, because maize production is reduced in periods of low rainfall or during years with reduced growing seasons.
Although some evidence of scurvy in the Southwest is provided by this study and others (Crandall Reference Crandall2014; Ortner et al. Reference Ortner, Butler, Cafarella and Milligan2001), definitive skeletal evidence for nutrient deficiency is rare in the Southwest across time (East Reference East2008; Ortner et al. Reference Ortner, Butler, Cafarella and Milligan2001; Stodder et al. Reference Stodder, Osterholtz, Mowrer, Salisbury, Perry, Stodder and Bollong2010:96) and in our analysis.
Bone Changes Seen in Anemia
Because anemias cause inconsistencies in hematopoiesis and hypoxia (WHO 2019a), they can result in alterations of bone. Hypoxia is associated with increased osteoclastic activity, suppressed osteoblastic activity, and bone loss (Hannah et al. Reference Hannah, McFadden, McNeilly and McClean2021), and congenital anemias are associated with marrow hyperplasia. However, clinically identified bone changes in anemias and related diseases are rare (Aksoy et al. Reference Aksoy, Çamli and Erdem1966; Lanzkowsky Reference Lanzkowsky1968; Sebes and Diggs Reference Sebes and Diggs1979). Skeletal alterations, including PCLs, are not typically considered by clinicians when diagnosing anemia (Brickley and Morgan Reference Brickley, Morgan and Grauer2023:343). Furthermore, the severity of anemia is not a factor in lesion formation (Grauer Reference Grauer and Buikstra2019:517; Lanzkowsky Reference Lanzkowsky1968:25; Stuart-Macadam Reference Stuart-Macadam1992:44). Not everyone who is anemic has skeletal involvement, and not everyone who has PCLs has anemia (Diggs et al. Reference Diggs, Pulliam and King1937; Lanzkowsky Reference Lanzkowsky1968; Wapler et al. Reference Wapler, Crubezy and Schultz2004).
Wapler and coworkers (Reference Wapler, Crubezy and Schultz2004) found no histological indications of anemia in at least 56.5% (n = 333) of CO cases. Congenital anemias are more likely to induce marked skeletal alterations than acquired anemias (Lewis Reference Lewis2012; Brickley and Morgan Reference Brickley, Morgan and Grauer2023) but still do not produce alterations in all those afflicted (see also Brahmbhatt et al. Reference Brahmbhatt, Dashore, Dholu and Raychaudhuri2017). PCLs are rarely observed in iron-deficiency anemia, with an incidence of 0.68; postcranial alterations occur more frequently (Agarwal et al. Reference Agarwal, Dhar, Shah and Bhardwaj1970).
A clinical connection between AoI and PCLs is uncertain, which has led to some disagreement in the bioarchaeological literature. Stuart-Macadam (Reference Stuart-Macadam, Ortner and Aufderheide1991b, Reference Stuart-Macadam1992) is a proponent of the idea that infection, via AoI, caused many PCLs observed in bioarchaeological settings; see also Kent (Reference Kent, Kiple and Ornelas2000). Other researchers found that AoI restricts erythropoiesis, so it should lead to bone loss, not marrow hyperplasia (Oxenham and Cavill Reference Oxenham and Cavill2010).
In our study, expansion was noted in 18.8% of individuals with postdepositional breakage of the orbit roof and 16.1% of individuals with postdepositional breakage of the vault bones. In a contemporary New Mexico mortality sample, 20.8% (133/475) had expansive lesions with pitting/porosity (orbit), but only 1.38% (5/362) were diagnosed with anemia, and none had iron-deficiency anemia (O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023:Table 3). If expansive lesions are taken as evidence of iron-deficiency anemia, which would be ill-advised, then a small number of individuals included here may have suffered from iron deficiency.
The rarity of PCLs in clinical patients with iron-deficiency anemia (Agarwal et al. Reference Agarwal, Dhar, Shah and Bhardwaj1970), coupled with an adequate diet, renders it highly unlikely that it is responsible for most cases of PCLs observed in the Southwest. This does not discount a relationship between PCLs and nutrient deficiency/acquired anemias in all cases, but anemias should not be diagnosed solely through the presence of PCLs.
If Not Diet (in All Cases), What Explains PCLs?
Ancestral Puebloans and other Southwest groups likely experienced various health insults. Kent (Reference Kent1986:607) found that “maize, and diet in general, are at most only incidental causes of PH in the Southwest region.” Instead, Kent (Reference Kent1986, Reference Kent, Kiple and Ornelas2000) argued that exposure to parasites, streptococcal infections, or other viral and bacterial agents could have caused PCLs, claims echoed by Stuart-Macadam (Reference Stearns1992). Individuals sick for prolonged periods (a month or longer) have heightened odds of exhibiting PCLs (O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023).
Respiratory Infection
Before 1900, pneumonia and gastrointestinal disease were common causes of child death (Mulholland Reference Mulholland2007). Pneumonia can be sustained for a prolonged period (Haines et al. Reference Haines, Soon and Mercurio2013), allowing time for skeletal lesions to form (Lindaman Reference Lindaman2001; O'Donnell, Hill, et al. Reference O'Donnell, Hill, Anderson and Edgar2020). Kunitz (Reference Kunitz1970) suggested that respiratory infections were important contributors to patterns of morbidity and mortality observed in Ancestral Pueblo populations. Some environmental conditions that existed in the past increase the risk of pneumonia and respiratory illness. These include indoor air pollution caused by wood and dung burning known to occur in the Southwest (Jorgensen Reference Jorgensen1975; Windes and Ford Reference Windes and Ford1996), crowded living conditions, parental smoking (WHO 2019b), and exposure to dust and pollen (Lambert Reference Lambert2002).
There is growing support for an association between PCLs and respiratory illness, although mechanisms underlying this relationship remain unclear. O'Donnell, Hill, and coworkers (Reference O'Donnell, Hill, Anderson and Edgar2020) associate PCLs with respiratory illness in a contemporary mortality sample but stress that not every PCL is evidence of respiratory infection. Other studies found similar results; Gomes and colleagues (Reference Gomes, Petit, Dutour and Santos2022) and Anderson (Reference Anderson2022) found associations between symptomatic tuberculosis and CO in a contemporary Bolivian population. Respiratory infections, including tuberculosis, bronchitis, and pneumonia, likely occurred in the Southwest. Although rare, tuberculosis was reported in several Southwest locales (East Reference East2008; Lambert Reference Lambert2002; Ortner Reference Ortner2003; Stodder and Martin Reference Stodder, Martin, Verano and Ubelaker1992). The reported cases likely represent a minimum number of infections (Roberts and Buikstra Reference Roberts, Buikstra and Buikstra2019).
When taken in conjunction with dietary data, some PCL morphology may support assertions that infection and associated inflammation (perhaps AoI) are responsible for PCL development (Kent Reference Kent1986, Reference Kent, Kiple and Ornelas2000; Stuart-Macadam Reference Stuart-Macadam, Ortner and Aufderheide1991b). Although AoI is likely not responsible for expansive lesions (Oxenham and Cavill Reference Oxenham and Cavill2010), it could cause porosity, because inflammatory processes are linked to bone loss (Epsley et al. Reference Epsley, Tadros, Farid, Kargilis, Mehta and Rajapakse2020).
Parasitism and Gastrointestinal Disease
There are no diagnostic criteria for identifying parasitism or gastrointestinal disorders in a skeleton. However, there is direct evidence for intestinal parasites in the Southwest from coprolite studies (Fry and Hall Reference Fry, Hall and Morris1986; Reinhard Reference Reinhard and Reed2008a, Reference Reinhard, Reitz, Scarry and Scudder2008b; Siqueira et al. Reference Siqueira, Santelli, Alencar, Dantas, Dimech, Carmo and Santos2010). Pinworm (Enterobius vermicularis) and human whipworm (Trichuris trichiura) eggs have been identified in coprolites recovered from Ancestral Pueblo sites in Chaco Canyon (Paseka et al. Reference Paseka, Heitman and Reinhard2018). Parasitic infection was likely common among Ancestral Puebloans (Reinhard Reference Reinhard and Reed2008a, Reference Reinhard, Reitz, Scarry and Scudder2008b) and may have been a consequence of cultural development related to agriculture (Paseka et al. Reference Paseka, Heitman and Reinhard2018). Parasites can cause chronic inflammation and may result in AoI (Glinz et al. Reference Glinz, Hurrell, Righetti, Zeder, Adiossan, Tjalsma, Utzinger, Zimmermann, N'Goran and Wegmüller2015). Helminths cause malabsorption of nutrients and diarrhea (Genta Reference Genta1993). Other gastrointestinal diseases, such as gastroenteritis—acute or chronic inflammation (Merriman Reference Merriman, Paz and West2014)—likely caused issues for people in the past but are not associated with PCLs in other studies (e.g., Gomes et al. Reference Gomes, Petit, Dutour and Santos2022; O'Donnell, Hill, et al. Reference O'Donnell, Hill, Anderson and Edgar2020).
Malnutrition and gastrointestinal infections may contribute to diarrheal diseases, which are a significant contributor to morbidity and mortality in children under five years of age today and likely shaped patterns of growth and mortality risk in Ancestral Puebloan populations (Schillaci et al. Reference Schillaci, Nikitovic, Akins, Tripp and Palkovich2011). Gastroenteritis can quickly lead to dehydration and death; several routes to infection exist, including bacteria and parasites, but rotavirus is the most common agent (Siqueira et al. Reference Siqueira, Santelli, Alencar, Dantas, Dimech, Carmo and Santos2010). Because of the rapidity with which gastroenteritis kills, it is unlikely that it causes PCLs, given that prolonged illness seems to be a prerequisite (O'Donnell et al. Reference O'Donnell, Buikstra, Hill, Anderson and O'Donnell2023).
However, H. pylori infection often occurs in early childhood and was likely present in the Americas before Spanish arrival (Darling and Donoghue Reference Darling and Donoghue2014). Hosts may experience chronic inflammation in the intestinal tract and reductions of micronutrient bioavailability over extended durations, which can result in iron loss and stunted growth (Muhsen and Cohen Reference Muhsen and Cohen2008). Although parasitism could possibly lead to PCL formation, partly because of its prolonged nature, this would need to be directly tested in living subjects.
A Note on Development
Cole and Waldron (Reference Cole and Waldron2019) suggested that “simple porosity” of the orbit may represent normal developmental variation. Here, the probability of having PCLs drops with increasing age (Figure 4). Perhaps, due partly to developmental factors, PCLs are more likely to form in the young (see also Brickley Reference Brickley2018). Research findings may also indicate the resilience or robusticity of individuals who either never developed lesions or survived long enough for them to fully remodel.
Type 2 CO is significantly associated with younger ages at death (Figure 5), an association not noted for the vault bones. This relationship underscores the importance of recording and considering CO and PH morphology and location before diagnosing the presence of any disease. If Type 2 CO is not pathological, it should not be included in any analyses of past health and certainly should not be considered diagnostic of “anemia.”
Conversely, when Type 2 CO is found alongside other PCL types, it may indicate pathological origins. In our study, two individuals with probable scurvy had Type 2 CO alongside Types 3 and 4. It would be prudent in any study of PCLs to examine whether there is an association between CO characterized only by fine, scattered foramina and young age in the pediatric population and what that association might mean.
Recommendations for Researchers
PCLs should be analyzed without assuming that they were caused by anemia or nutrient deficiency. Likewise, CO and PH should be considered separately, because they may have disassociated etiologies. When possible, PCLs should be evaluated within the context of (1) the entirety of an individual's skeleton; (2) specific PCL morphology; (3) age at PCL formation; that is, because they develop in early childhood, blood loss from menstruation or pregnancy resulting in iron deficiency anemia is unlikely; (4) the geographic and temporal location of the population; and (5) the actual, rather than the assumed, diet. If this evaluation is not possible, PCLs can be used as indicators of stress events of unknown origin.
Researchers need not eliminate use of the indicator—the presence or absence of PCLs—in analysis, but caution should be exercised when this approach is taken. As demonstrated here, this approach has utility. One definite benefit is the increased sample size, but a drawback could be the homogenization of potential causes; that is, all PCLs become signals of “anemia.” If only PCL presence/absence is recorded, that data should not be used as equivocal evidence that PCLs signal nutrient deficiency, anemia, or any other condition. The best practice researchers can employ today is setting aside assumptions as to cause. PCLs should be treated as nonspecific indicators of stress until a complete differential diagnosis and analysis of the entire skeleton are undertaken (Grauer Reference Grauer and Buikstra2019:515) or the individual's medical history is known.
Literature that ascribes PCLs to anemia—or to any single cause, for that matter—is still useful for understanding the lived experience of past peoples. However, unless PCL morphology—diploic expansion in concert with pitting/porosity—is used to assess lesion etiology, no diagnosis can be made. PCLs have varied etiologies, and even when they manifest together in a single individual, they may not have the same causes.
Conclusions
Although PCLs are often associated with nutritional anemia, including that caused by iron deficiency, this relationship is probably only tangential to the primary insult. Anemia is a symptom of an underlying disease or disorder with many potential etiological drivers (see Grauer Reference Grauer and Buikstra2019:Figure 14.20). The problematic implications of associating CO and PH with nutritional anemia, despite their diverse etiologies, have been noted by multiple researchers (Cole and Waldron Reference Cole and Waldron2019; Grauer Reference Grauer and Buikstra2019; Mays Reference Mays and Grauer2012; Walker et al. Reference Walker, Bathurst, Richman, Gjerdrum and Andrushko2009; Wapler et al. Reference Wapler, Crubezy and Schultz2004), but the association continues to be made. Narrowing our lens to just iron deficiency or another specific form of nutritional anemia is an even more reductive approach. Instead of assuming anemia is the source, researchers should set aside preconceived notions of cause.
The cause(s) of PCLs is certainly open for debate in the Southwest—and likely elsewhere—especially when dietary data are considered. Surely, a proportion of PCLs are caused by nutritional anemia. However, human diets vary, even when people lean heavily on a staple grain. Ancestral Puebloans supplemented a maize-intensive diet with hunted and gathered foods. Many of those foods are rich in micronutrients, and some increase iron uptake and ferritin synthesis. So, it is unlikely that nutrient deficiency (iron-deficiency anemia, vitamin B12), especially due to a maize-reliant diet, is the cause of most PCLs seen in the Southwest. Findings might differ in studies of different geographic locales or groups with different lifeways. Still, it is advisable to consider archaeological evidence for diet and cultural conditions alongside PCL morphology and frequency when assessing potential causative factors.
Supplemental Material
For supplemental material accompanying this article, visit https://doi.org/10.1017/aaq.2024.61.
Supplemental Table 1. Definitions of terminology and different types of anemia.
Supplemental Table 2. Number of coprolites by food type and site; for all references see Table 3; frequencies presented in Figure 4 were estimated using these totals. This data was used in Supplemental Figure 1 and Figure 2 (in this article); for the most part pollen studies required >=200 grains.
Supplemental Table 3. Sites where individuals included in Figure 5 are from. Number of individuals scored for cribra orbitalia (CO) and porotic hyperostosis (PH) here are presented for studies who reported PCLs for children (less than 15 years of age). This table also provides a range for the number of coprolites per site and study, but see Supplemental Table 2 for more detailed sample sizes of coprolites by site and food item. These data are not exhaustive.
Supplemental Figure 1. Frequency of coprolites with pollen/macrofossils by site.
Acknowledgments
We would like to extend our gratitude to the Ancestral Puebloans and other groups included in this study, without whom this research would not have been possible. Thank you to the Center for Regional Studies, the Office of Graduate Studies, and the Friends of Coronado Historic Site for their partial financial support of this project; Dr. Ann L.W. Stodder, formerly of the New Mexico Office of Archaeological Studies; Dr. Eric Blinman, formerly of the New Mexico Office of Archaeological Studies; the Dr. Don E. Pierce Endowment for Archaeology and Conservation; Julia Clifton, formerly of the Museum of Indian Arts and Culture, for her assistance with collections access and for facilitating consultation; and Dr. Heather Edgar and the Laboratory of Human Osteology at the Maxwell Museum for assistance with collections access and consultation. Thank you to Esteban Rangel for writing the Spanish-language abstract. This is one of the last articles I was able to write in the company of my little buddies, Bennett and Simon O'Donnell: they are very missed. Thanks to Amy Anderson for providing advice early in the process of writing this article. Finally, thanks to the reviewers whose commentary helped improve this article.
Funding Statement
Partial funding for collection of the data used in this work is from the Center for Regional Studies and the Office of Graduate Studies both at the University of New Mexico. Additional support came from the Friends of Coronado Historic Site.
Data Availability Statement
Data are available to bona fide researchers on request in Stata files. All data from literature review (provided in counts) is available in the Supplemental Material section.
Competing Interests
The authors declare no conflicts of interest.
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