Comparative 3D Quantitative Analyses of Trapeziometacarpal Joint Surface Curvatures Among Living Catarrhines and Fossil Hominins M.W. Marzke,1* M.W. Tocheri,2 B. Steinberg,3 J.D. Femiani,4 S.P. Reece,5 R.L. Linscheid,6 C.M. Orr,1,7 and R.F. Marzke8 1School of Human Evolution and Social Change, Arizona State University, Tempe, AZ 85287-2402 2Human Origins Program, Department of Anthropology, National Museum of Natural History, Smithsonian Institution, Washington DC 20013-7012 3Northwest Alliance for Computational Science and Engineering, Oregon State University, Corvallis, OR 97331-5501 4Division of Computing Studies, Arizona State University, Tempe, Arizona 85287-0180 51836 NE Noble Avenue, Corvallis, Oregon 97330 6Mayo Clinic, Rochester, MN 55905 7Institute of Human Origins, Arizona State University, Tempe, AZ 85287-2402 8Department of Physics and Astronomy, Arizona State University, Tempe, AZ 85287-1504 KEY WORDS thumb; morphology; stereophotogrammetry; laser scanning; geometric modeling ABSTRACT Comparisons of joint surface curvature at the base of the thumb have long been made to discern differences among living and fossil primates in func- tional capabilities of the hand. However, the complex shape of this joint makes it dif?cult to quantify differen- ces among taxa. The purpose of this study is to deter- mine whether signi?cant differences in curvature exist among selected catarrhine genera and to compare these genera with hominin1 fossils in trapeziometacarpal cur- vature. Two 3D approaches are used to quantify curva- tures of the trapezial and metacarpal joint surfaces: (1) stereophotogrammetry with nonuniform rational B- spline (NURBS) calculation of joint curvature to compare modern humans with captive chimpanzees and (2) laser scanning with a quadric-based calculation of curvature to compare modern humans and wild-caught Pan, Go- rilla, Pongo, and Papio. Both approaches show that Homo has signi?cantly lower curvature of the joint sur- faces than does Pan. The second approach shows that Gorilla has signi?cantly more curvature than modern humans, while Pongo overlaps with humans and African apes. The surfaces in Papio are more cylindrical and ?at- ter than in Homo. Australopithecus afarensis resembles African apes more than modern humans in curvatures, whereas the Homo habilis trapezial metacarpal surface is ?atter than in all genera except Papio. Neandertals fall at one end of the modern human range of variation, with smaller dorsovolar curvature. Modern human to- pography appears to be derived relative to great apes and Australopithecus and contributes to the distinctive human morphology that facilitates forceful precision and power gripping, fundamental to human manipula- tive activities. Am J Phys Anthropol 141:38?51, 2010. V C 2009 Wiley-Liss, Inc. The perennial debate about the role of prehistoric tool use and tool making in the evolution of the human hand has focused especially on thumb morphology and, to a large extent, speci?cally on the joint at the base of the thumb between the trapezium and the ?rst metacarpal, hereafter referred to as the trapeziometacarpal (tmc) joint. This focus is justi?ed by the functional importance of an opposable thumb for manipulating objects with the hands. The articular surfaces of the tmc joint are typi- cally saddle-shaped in humans and other catarrhines (Rose, 1992), facilitating opposition of the thumb pad to the pads of the ?ngers, a function compatible with one- handed manipulation of food and other objects. Interest in fossil hominin tmc joint topography was stimulated by the discovery of hand bones (O.H. 7), along with other hominin elements, at Olduvai in 1960 (Leakey, 1960). These hand remains, which include a right trapezium, were described by Napier (1962) and subsequently were assigned as part of the type specimen of Homo habilis (Leakey et al., 1964). Napier (1962) described the O.H. 7 trapezium as having a saddle sur- face for the ?rst metacarpal. Lewis (1977, 1989) noted that this surface recalls the human one in having a broader dorsovolar extent than in chimpanzees, although he observed that some gorilla specimens also share this 1The term ??hominin?? refers to members of the tribe Hominini, which includes modern humans and fossil species that are related more closely to modern humans than to extant species of chimpan- zees, Wood and Lonergan (2008). Hominins are in the family Homi- nidae with great apes. Grant sponsor: National Science Foundation; Grant number: IIS 998016; Grant sponsor: National Institutes of Health, Division of Research Resources; Grant number: U42RR15090-01; Grant spon- sors: The Smithsonian Institution Fellowship Program, The ASU College of Liberal Arts and Sciences. *Correspondence to: Mary W. Marzke, School of Human Evolution and Social Change, Arizona State University, Tempe, AZ 85287- 2402. E-mail: mary.marzke@asu.edu Received 11 November 2008; accepted 7 May 2009 DOI 10.1002/ajpa.21112 Published online 19 June 2009 in Wiley InterScience (www.interscience.wiley.com). V C 2009 WILEY-LISS, INC. AMERICAN JOURNAL OF PHYSICAL ANTHROPOLOGY 141:38?51 (2010) feature. Susman and Creel (1979, p. 329) considered the surface to be ??very human in appearance.?? Day (1978) inferred from the surface morphology a facility for a wide range of thumb movements associated with both power and precision thumb postures (including rotation). Trinkaus (1989) conducted the ?rst quantitative study of the articular morphology of this joint in modern humans, Neandertals, and O.H. 7. He quanti?ed the cur- vature of the trapezial facet for the thumb metacarpal using caliper chord and subtense measurements and found that the O.H. 7 surface is signi?cantly ?atter than those of modern humans. His measured radioulnar cur- vature of the surface in O.H. 7 is between one and two SD below the mean for his modern human sample, and at the lower limit of the modern human range. The mean dorsovolar curvature is more than two SD below the recent human mean, lying outside the range alto- gether. Similar dorsovolar ?atness was also found in his sample of Neandertals. His functional inferences from this topography were that axial pronation may have been enhanced by the relatively ?at ?rst metacarpal saddle surface on the trapezium, and large axial joint reaction forces could have been accommodated by the surface. TRAPEZIOMETACARPAL JOINT MOTION, STRENGTH AND STABILITY Formulating hypotheses about the functional implica- tions of variability among genera in joint surface curva- ture requires data on joint motion, strength, and stabil- ity in living species (Hamrick, 1996). The following review of studies on human and nonhuman catarrhine genera reveals a limited knowledge base, but one that can be applied to general predictions of functional vari- ability from morphological variability. Joint motion The human tmc saddle joint has two degrees of free- dom (movement around a ?exion/extension axis and around an abduction/adduction axis) (see Fig. 1), but conjunct motion about these axes produces pronation/ supination (Cooney et al., 1981). That is, pronation of the metacarpal during opposition of the thumb to the ?ngers is a function of combined rotation about the ?ex- ion/extension axis (in the trapezium) and the abduction/ adduction axis (in the metacarpal base) (Hollister et al., 1992). Because these axes are not perpendicular to one another or to the bones and are offset from the anatomi- cal planes (Hollister et al., 1992; Brand and Hollister, 1999), the metacarpal comes into a position of opposition to the remaining metacarpals as ?exion and abduction occur, with the amount of pronation ?xed by the degrees of ?exion and abduction (Hollister et al., 1992) (see Fig. 2). Validation of this kinematic model of tmc movements by an in vivo analysis using an optoelectronic system has been reported recently by Cerveri et al. (2008). Relative motion of the mutual tmc joint surfaces has been found to occur by sliding rather than by rolling (Napier, 1955; Pieron, 1973; Martin et al., 1998). In vivo measurements of active motion at the human tmc joint were made by Cooney et al. (1981) using biplanar X- rays. The metacarpal moved through a median ?exion/ extension range of 538 and abduction/adduction range of 428. The accompanying pronation/supination was 178. Rose (1992) obtained comparable measurements for human metacarpal abduction/adduction (46.38) using a goniometer to record thumb metacarpal bone movement relative to the trapezium in a skeletal collection. How- ever, his measurement of ?exion/extension range (47.68) was substantially lower than the range reported by Coo- ney et al. (1981). Using the same approach for great apes, Rose (1992) found mean ?exion/extention of 32.88 and abduction/adduction of 34.98, both lower than in his human sample. Cercopithecine ranges were still lower, Fig. 1. Trapeziometacarpal joint axes of motion after (A) Napier (1955) and (B) after Hollister et al. (1992). Note that in contrast to (B) the ?exion/extension and abduction/adduction axes of (A) are perpendicular to one another and in the same plane, and a longitudinal axis is assumed for metacarpal axial rotation at mid-position on the trapezium. Fig. 2. Dorsovolar and radioulnar curvature directions of the trapeziometacarpal joint surfaces on the trapezium and ?rst metacarpal. The ??set?? of the trapezium within the wrist varies between individuals and taxa; therefore, in a comparative con- text, the radioulnar axis will not always be consistently oriented relative to the radius and ulna. However, in this work, we use the term radioulnar by convention. The dorsal aspect of the bone is ?xed by developmental homology. 39TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology with 21.48 ?exion/extension and 18.18 abduction/adduc- tion. Unfortunately, until more sophisticated studies are made of nonhuman catarrhine tmc movement capabil- ities, estimates of differences among catarrhine genera will remain primarily qualitative and based upon com- parative topography of the joint surfaces. However, it does seem reasonable to conclude from Rose?s (1992) measurements that overall the ranges of motion will prove to be lower in great apes and Papio than in modern humans. Joint strength A classic 3D study of static forces in the thumb revealed that for an applied load of 1 kg by the thumb and index ?nger during pinch, the tmc joint contact load averages 12 kg (Cooney and Chao, 1977). For an applied load of 10 kg in grasp (with the thumb opposing all the ?ngers), average tmc joint contact load is 120 kg (ibid.). Accommodation of these loads depends upon the extent to which orientation of the surfaces is normal to the axial loads (Sarmiento, 1988; Hamrick, 1996) and the degree of joint surface congruence in various grips. Measurements of joint contact areas in humans have been made in vitro for grasp, in which the thumb meta- carpal is ?exed, abducted, and pronated to oppose the four ?ngers, and for the lateral pinch posture, in which the metacarpal is held against the side of the index ?n- ger in adduction-?exion. Momose et al. (1999) found that contact area was largest in opposition, with 53% of the mutual trapezium and ?rst metacarpal surfaces in contact. During lateral pinch, contact is in the palmar compartment of the joint (Pellegrini, 2005). Ateshian et al. (1992) and Xu et al. (1998) found that the human female tmc joint is less congruent than in males and concluded that joint contact areas in females are smaller than in males and thus subject to greater stress. They consider that this difference may be a factor in the higher occurrence of degenerative joint disease in females. The ?nding by Guthrie (1991) of a larger radius of cur- vature of the tmc surfaces in humans compared with chimpanzees indicates that a proportionately larger surface of the human joints is normal to axial loads. Measurements of joint contact have not been made in nonhuman catarrhines, but behavioral observations of chimpanzee and Hamadryas baboon manipulative behav- ior indicate that maximum axial loading of the joint is lower in these genera (Guthrie, 1991; Jude, 1993; Marzke and Wullstein, 1996). Joint stability Stability of a joint is associated with its capacity to resist displacement in a given direction (Hamrick, 1996). Relatively large joint surface contact areas in grasp (Momose et al., 1999) contribute to stability of the human joint. However, there is less joint surface contact and a tendency for the metacarpal to sublux dorsally during pinch by the thumb and index ?nger (Eaton and Dray, 1982). Thus stability is dependent primarily upon liga- ments (Bettinger et al., 1999, 2000; Bettinger and Berger, 2001; Pellegrini, 2005; Colman et al., 2007; Leversedge, 2008) It is suspected that laxity of the tmc ligaments, par- ticularly, the deep anterior oblique or beak ligament (Pelle- grini et al., 1993; Pellegrini, 2001), and the dorsoradial lig- ament (Bettinger et al., 2000; Colman et al., 2007) can lead to incongruent loading of the trapezial and metacar- pal surfaces and to shear forces, as the unstable metacar- pal slides and damages the articular cartilage (Ateshian et al., 1994, 1995; Imaeda et al., 1994; Bettinger et al., 2000; Pellegrini, 2005; Koff et al., 2006; Colman et al., 2007). GOALS OF THE STUDY The purpose of the study is to ?rst determine whether signi?cant differences in tmc joint curvature exist among ?ve extant catarrhine genera (Homo, Pan, Gorilla, Pongo, and Papio), and then to compare these data with those of various hominin fossils. To reliably compare living and fossil primates in tmc joint shape and to make reasonable functional interpre- tations, metrics that accurately describe the curvatures at this joint in 3D are required. In this study, we use two 3D approaches to quantify and compare the curva- tures of the mutual trapezial and ?rst metacarpal joint surfaces. The ?rst approach used stereophotogrammetry with B-spline surface analysis and was applied to a small sample of humans and chimpanzees while the sec- ond used laser scanning with quadric surface analysis, and was applied to a much larger catarrhine sample in order to broaden the comparative scope of the study and increase the statistical power of the results. It was equally important to determine whether the two quanti- tative approaches lead to similar results, because they involve different and complex steps in the estimate of joint surface curvature. The present study quantitatively tests a null hypothe- sis of shape equivalence in tmc joint curvature among these ?ve extant catarrhine genera, and several fossil hominin taxa are examined against this background. Based upon previous studies in the literature, our own qualitative observations of this joint in living and fossil primates, and current understanding of functional corre- lates to structural variability, we made the following pre- dictions (all of which, we note, violate the null hypothe- sis to a greater or lesser extent): 1. The mutual surfaces at the tmc joint in modern humans should have less curvature than in African apes and Pongo, but more curvature than in Papio. If true, then this suggests that the modern human joint topography is most parsimoniously interpreted as derived from a more curved condition like that observed in the great apes. Furthermore, this would suggest that the human joint is less stable, joint con- tact areas are primarily in the transverse plane (normal to axial loads), and tmc stability is more dependent upon ligament constraints. 2. Neandertals should have joint surface curvatures more similar to modern humans than to the great apes, but with relatively less curvature dorsovolarly than in modern humans (Trinkaus, 1989). This would suggest an ability to accommodate large axial loads on the joint associated with muscle contraction during strong pinch and grasp, but it also indicates possible instability of the joint because of the lack of skeletal constraints on dorsal sliding of the metacarpal on the trapezium during pinch. 3. The O.H. 7 trapezium should show less curvature dorso- volarly and radioulnarly than in modern humans, but similar dorsovolar curvature to Neandertals (Trinkaus, 1989). This would suggest an unstable joint prone to sub- luxation but capable of withstanding large axial loads. 40 M.W. MARZKE ET AL. American Journal of Physical Anthropology 4. The A. afarensis trapezium and ?rst metacarpals should be more similar to those of African apes than humans in surface curvature (Guthrie, 1991). This would indicate a joint that was stable in pinch grips against dorsal sliding of the metacarpal. Proportion- ately less of the mutual joint surfaces would be ori- ented normal to axial loads. 5. Thumb metacarpals from Swartkrans (SK 84 and SKX 5020) will differ in joint surface curvature, judg- ing by differences between them in other aspects of morphology described by Susman (1988a,b). These predictions were tested in three stages. First, the topography of the mutual trapezial and ?rst meta- carpal joint surfaces was quanti?ed, using the two previ- ously mentioned approaches to 3D data acquisition and analysis. Second, comparative statistical analyses of the 3D topography in the extant sample were performed. Finally, the distribution of fossil hominin trapezial and ?rst metacarpal joint surface curvatures was examined relative to those of the extant comparative sample. MATERIALS AND METHODS Stereophotogrammetry approach Fifty-eight trapezia and 58 ?rst metacarpals from ?ve human groups were photographed at the Smithsonian Institution?s National Museum of Natural History (NMNH) (Table 1). The groups represented were Aleuts, South Dakota Native Americans, Chinese, from a group of immigrant workers in Alaska, and African Americans, and Euro-Americans from the Terry Collection. Mutual trapezial and ?rst metacarpal joint surface images were also obtained for 13 individuals in the Primate Founda- tion of Arizona chimpanzee skeletal collection and for casts of bones from A. afarensis (A.L. 333-80, trapezium; A.L. 333w-39, ?rst metacarpal) and H. habilis (O.H. 7, trapezium). Each joint surface was examined for evi- dence of osteoarthritis. Criteria used in judging this included signs of eburnation and osteophyte develop- ment. No pathology was found in the chimpanzee speci- mens, and only minor signs of osteoarthritis were found in seven of the human joint surfaces. Images of the mutual trapezial and ?rst metacarpal joint surfaces were obtained following methods similar to those of Ateshian et al. (1992). A Pixera digital camera was used, operated with software run from a standard PC (Pixera Camera Suite model 120 es camera, version 2.5). This camera took the place of the large format pho- tographic Sinar ?lm cameras used by Ateshian et al. (1992). The mutual joint surfaces were photographed together in pairs, in most cases, each bone being posi- tioned on clay in a plastic (Delrin) frame with a circular front opening 1.5 in. in diameter. Calibration markers were inserted into the front face of the frame at ?xed positions surrounding the opening, providing both a length scale and an accuracy check for the 3D stereopho- togrammetric joint surface digitizing procedure. A grid of intersecting lines was projected onto the joint surfaces, TABLE 1. Comparative samples Genus Trapezia Metacarpals Human population Trapezia Metacarpals SPG APPROACH Homo 58 58 Aleut 8 8 South Dakota Native American 13 13 Chinese 9 9 African American 14 14 Euro-American 14 14 Pan 13 13 LS APPROACH Homo 113 121 Aleut and Pre-Aleut 11 15 South Dakota Native American 8 9 Chinese 23 25 African Bantu 4 4 Australian Aborigine 7 9 African American 30 29 Euro-American 30 30 Pan 47 46 Gorilla 44 47 Pongo 21 19 Papio 20 19 FOSSILS Species Trapezia Metacarpals Australopithecus afarensis A.L. 333-80 A.L. 333-58 A.L. 333w-39 Paranthropus robustus? O.H. 7 SK 84 Homo habilis Homo sp.? SKX 5020 Homo neanderthalensis Kebara 2 Kebara 2 La Ferrassie 1 La Ferrassie 1 La Ferrassie 2 La Ferrassie 2 Regourdou 1 Regourdou 1 Amud 1 La Chapelle-aux-Saints 1 Shanidar 3 Shanidar 4 41TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology using a standard slide projector and a 35-mm slide made by photographing an accurately drawn rectangular grid (see Fig. 3). Three digital photographs were then taken, along three directions with respect to an axis approxi- mately normal to the frame?s front facial plane. The cam- era angles used were 308 to the left of this normal axis, 308 to the right, and along the axis itself. Digitizing and 3D modeling of the three photographs for each surface was done using Photomodeler software (EOS Systems, Vancouver, B.C.). This approach produced accurate results, with digitizing errors rarely exceeding 0.5%. The datasets obtained from Photomodeler, consisting of 100 or more digitized points in 3D, were exported to a C11 program (Steinberg, 1999), which ?tted each data- set to NURBS (nonuniform rational B-spline) functions. For this purpose, a subset of points representing the boundary of each joint surface had to be separately digi- tized, from the original photographs. Generation of each boundary point set for a surface was straightforward, using the original images that had been previously marked for the full surface?s stereophotogrammetry. The NURBS program calculated total surface area and point-by-point root mean square (RMS) curvature. This curvature is considered by Ateshian et al. (1992) to pro- vide the most unambiguous quantitative index of overall ?atness of a surface. It is de?ned in Eq. (4) below and is the inverse of a radius of curvature. The effects of over- all joint size on curvature values were normalized follow- ing the procedure of Ateshian et al. (1992), dividing the radius of curvature for each joint by a radius represent- ing its effective size, namely the square root of the joint surface area. Figure 4 shows an example of a grayscale display of the RMS curvatures of mutual metacarpal and trapezial surfaces. Regions of lowest RMS curvature are solidly ?lled and those with highest curvature are lightly ?lled. Finally, normalized RMS curvature values were averaged over each metacarpal and trapezium surface, leading to a single average value for curvature of each surface as a whole. Statistical analyses of the signi?cance of the observed differences between groups, particularly in average nor- malized RMS curvatures, were performed using stand- ard two-sample resampling or randomization testing techniques (Simon, 1974?1997; Mooney and Duval, 1993; Bruce et al., 1997; Edgington, 1995). Laser scanning approach Joint surfaces on 252 metacarpals and 249 trapezia of ?ve extant catarrhine genera from the NMNH and the Cleveland Museum of Natural History were examined (Table 1). Pan is represented by a sample of P. troglo- dytes, Gorilla by G. gorilla and G. beringei, and Pongo by P. pygmaeus and P. abelii. Papio is represented by a combined sample of P. anubis, P. cynocephalus, P. hama- dryas, and P. ursinus. The sample of H. sapiens includes individuals of several populations. The fossil specimens (Table 1) were all casts, with the exception of Shanidar 3. Joint surface pathology or osteoarthritis was minimal throughout the laser scanned sample. All bones were scanned using the Cyberware Model 15 desktop laser digitizer. Each 3D model is a high-resolu- tion triangular mesh consisting on average of more than 1,000 points per square centimeter. The mesh of each 3D model was digitally segmented into articular and nonar- ticular areas using commercial software. In most cases, individual articular areas were segmented while refer- ring visually to the actual bone. Following segmentation, curvatures were calculated by ?tting modeled quadric surfaces to the segmented joint surfaces (Christie and Ridley, 1990; Tocheri et al., 2006; Tocheri, 2007; Tocheri and Femiani, in press). In 3D, a quadratic surface has the following equation: z ? ax2 ? by2 ? 2cxy? 2dx? 2ey? f : ?1? If the following rigid body transform is used, ^x ^y ^z 2 4 3 5 ? R x x0 y y0 z z0 2 4 3 5 ?2? Fig. 3. Photograph of mutual human metacarpal and trape- zial joint surfaces, mounted on clay in a calibration frame (a color version of this ?gure can be found in the on-line version). A grid is projected onto the surfaces, and the intersections of its lines provide points that are shown digitized on the trapezium at the right. [Color ?gure can be viewed in the online issue, which is available at www.interscience.wiley.com.] Fig. 4. RMS curvature maps of mutual joint surfaces on a human ?rst metacarpal and trapezium from the right hand, viewed along the long (z) axis of the metacarpal. Gradations from black to white re?ect the range from lower to higher curvature. 42 M.W. MARZKE ET AL. American Journal of Physical Anthropology where R is a 3 3 3 matrix with elements expressed in terms of the constants a . . . f, the surface?s equation may be put into the following quadric form: ^z ? A^x2 ? B^y2 ?3? where A and B summarize the shape of the surface and are functions of the parameters a through f. The A and B coef?cients determine the principal curvatures (kmax and kmin) of the ?tted quadric surface along the principal directions at the origin of x, y, z space. Thus, A 5 kmax and B 5 kmin. Figure 5 gives an example of a surface that has a quadric shape given by (3), with A 5 2B. This trapeziumlike surface has a convex curve in the y (?exion/extension or dorsovolar) direction and a concave curve in the x (abduction/adduction or radioulnar) direc- tion. Figure 6 shows the shapes of the quadric surfaces generated by varying signs and magnitudes of A and B. If A and B have the same sign, the surface is of an ellip- tical or parabolic form, whereas if A and B are different in sign, the surface is of hyperbolic or saddle form. The relative magnitudes of A and B thus re?ect the degree of curvature in each of the principal coordinates of the sur- face. The effects of overall joint size on A and B were normalized by the square root of the joint surface area. These normalized A and B values were used to calculate the RMS curvature of the ?tted surface, where this curvature is de?ned as kRMS ? ?????????????????????????????????? k2max ? k 2 min   =2 q ?4? As noted in the previous section on SPG, RMS curva- ture provides what Ateshian et al. (1992) consider to be ??an unambiguous quantitative index of ?atness.?? A and B were also used to calculate absolute, Gaussian, and mean surface curvatures. These are de?ned as follows: Absolute curvature (kabs): Kabs ? kminj j ? kmaxj j ?5? Gaussian curvature (kgauss): Kgauss ? kmin3kmax ?6? Mean curvature (kmean): Kmean ? kmin ? kmax? ? ?7? In all cases, it was assumed that the curvatures in the surface along the principal directions reasonably approx- imate the curvatures in the dorsovolar (?exion/exten- sion) and radioulnar (abduction/adduction) directions, thus giving numerical values for these two directions. Numerical measures of the degree of congruence of surfaces (e.g., metacarpal and trapezial) in (near) contact with one another have been developed from differential geometry and were applied to our data, following the approach of Ateshian et al. (1992) to his sample of human tmc joints. These measures are based upon maxi- mum and minimum curvatures kmax and kmin. The basic approach consists of introducing a surface that effec- tively represents the difference between any two sur- faces in contact at a point, that is, a surface whose nu- merical values, when added to the lower of the two sur- faces, yield the upper one. This difference surface, called the effective surface, is represented as a curved surface in contact with a plane, and its maximum and minimum curvatures, denoted as kemax and k e min, are called congru- ence indices. Their use is appropriate, because for sur- faces that are perfectly congruent the effective surface is Fig. 5. Example of a surface that has a quadric shape given by (3), with A 5 2B. Fig. 6. Shapes of the quadric surfaces generated by varying signs and magnitudes of A and B (left). All quadric surfaces that are equidistant from the origin have the same amount of curvature (middle), which increases as one moves further from the origin (right). 43TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology a plane, and its principal curvatures vanish. Also, the less congruent the surfaces, the larger the equivalent surface curvatures. Thus lower indices describe joint sur- face pairs that are more congruent than those with higher indices. Formulae for the equivalent surface cur- vatures in terms of the separate curvatures of the two surfaces in contact are given by Ateshian et al. (1992). For our study, we applied these formulae to normalized curvatures. Statistical analyses of the observed curvature differen- ces between groups were performed using the bootstrap (Efron and Tibshirani, 1993; Manly, 1997). With 20 pair- wise comparisons for each curvature variable, a standard Bonferroni correction was applied to evaluate the statis- tical signi?cance of each comparison (P \ 0.0025 (0.05/ 20)). Differences in congruence index were analyzed with two-tailed t-tests. In the text, tables and ?gures regarding tmc joint surfaces, ??metacarpal?? (??met??) refers to the surface on the metacarpal for the trapezium and ??trapezial?? (??trap??) refers to the surface on the trapezium for the metacarpal. RESULTS Comparison of Pan and Homo (SPG and LS approaches) The results from both approaches show that, as pre- dicted, the human mean RMS curvature of the metacar- pal surface is signi?cantly lower than the chimpanzee mean (Table 2). Signi?cant differences in curvatures along the dorsovolar and radioulnar directions parallel the RMS surface curvature difference (Table 3). SPG and LS RMS curvatures of the trapezial surface vary signi?cantly among species in the same manner as for metacarpal surface curvatures (Table 2), as does the LS dorsovolar curvature (Table 3). However, humans and chimpanzees are not signi?cantly different in trape- zial surface radioulnar curvature (Table 3). Comparisons among the extant genera (LS approach) Pairwise comparisons of genus means for normalized dorsovolar, radioulnar, RMS, absolute, Gaussian, and mean curvature of the ?rst metacarpal and trapezial surfaces are given in Table 3. Table 4 summarizes the rankings of genera in these curvature means. Bivariate plots show the relation between dorsovolar and radio- ulnar curvatures (Figs. 7 and 8), RMS and mean curva- tures (Figs. 9 and 10), and absolute and mean curva- tures for the metacarpal and trapezium surfaces (Figs. 11 and 12). In all genera, the metacarpal is less curved than the trapezium in the dorsovolar direction and more curved than the trapezium in the radioulnar direction. At the proximal surface of the ?rst metacarpal, the African apes are characterized by marked RMS curvature, whereas Papio is characterized by a much ?atter surface (Fig. 9; Table 3). Homo falls between these two extremes, with signi?cantly less RMS curvature than the African apes but signi?cantly more than Papio. This pattern of differences is the same in dorsovolar curvature. Particu- larly striking are the marked RMS and dorsovolar curva- tures in Gorilla compared with all the other genera. Radioulnar curvature is greatest in the great apes and least in Papio, Homo falling between with signi?cant differences from both groups (Table 4). The surface on the trapezium parallels that on the metacarpal closely, with RMS curvature high in the Afri- can apes, low in Papio, and intermediate in Homo (Fig. 10; Table 3). There are signi?cant differences in all pair- wise comparisons, except the one between Pan and Go- rilla. Dorsovolar curvature follows the same distribution as RMS curvature (see Fig. 8), with the exception that the difference between Homo and Papio is smaller and not signi?cant (Table 3). In radioulnar curvature, the TABLE 2. Normalized mean joint surface RMS curvature values: signi?cant differences in Homo and Pan Genus Approach Joint surface N RMS curvature SD P Homo SPG Metacarpal 58 1.25 0.18 \0.000 Pan 13 1.62 0.38 Homo SPG Trapezium 58 1.37 0.29 \0.004 Pan 13 1.85 0.72 Homo LS Metacarpal 121 0.93 0.13 \0.001 Pan 46 1.29 0.14 Homo LS Trapezium 113 0.96 0.19 \0.001 Pan 47 1.41 0.25 TABLE 3. Pairwise comparisons of normalized genus mean curvatures1 Genus Dorsovolar curvature Radioulnar curvature RMS curvature Absolute curvature Gaussian curvature Mean curvature Met. Trap. Met. Trap. Met. Trap. Met. Trap. Met. Trap. Met. Trap. a. Homo 0.39b,c,e 20.83b,c 20.82ALL 0.43e 0.93ALL 0.96ALL 1.22ALL 1.27b,c,e 20.31b,c,e 20.35b,c,e 20.21b,c,d 20.20b,c,e b. Pan 0.52a,c,e 21.32a,d,e 21.14a,e 0.41e 1.29a,c,e 1.41a,d,e 1.69a,c,e 1.75a,d,e 20.58a,c,e 20.52a,e 20.31a,c,e 20.46a,d c. Gorilla 0.94ALL 21.37a,d,e 21.11a,e 0.41e 1.47ALL 1.45a,d,e 2.05ALL 1.45a,d,e 21.04ALL 20.56a,e 20.09ALL 20.48a,d,e d. Pongo 0.45c,e 20.98b,c,e 21.15a,e 0.44e 1.26a,c,e 1.11ALL 1.61a,c,e 1.42b,c,e 20.52c,e 20.40e 20.35a,c,e 20.27b,c e. Papio 0.22ALL 20.78b,c,d 20.64ALL 0.10ALL 0.68ALL 0.80ALL 0.86ALL 0.90ALL 20.14ALL 20.07ALL 20.21b,c,d 20.34a,c 1 Superscripts indicate signi?cant curvature differences among genera a?e at a\ 0.0025. TABLE 4. Ranking of genera in descending order of mean curvatures Dorsopalmar Radioulnar RMS AbsoluteGaussian Mean Metacacarpal Gorilla Pongo Gorilla Gorilla Gorilla Pongo Pan Pan Pan Pan Pan Pan Pongo Gorilla Pongo Pongo Pongo Papio/Homo Homo Homo Homo Homo Homo Gorilla Papio Papio Papio Papio Papio Trapezium Gorilla Pongo Gorilla Gorilla Gorilla Gorilla Pan Homo Pan Pan Pan Pan Pongo Pan/Gorilla Pongo Pongo Pongo Papio Homo Papio Homo Homo Homo Pongo Papio Papio Papio Papio Homo 44 M.W. MARZKE ET AL. American Journal of Physical Anthropology trapezium departs from the metacarpal in exhibiting similar values among the great apes and humans (Fig. 8; Table 3). However, as in the metacarpal, each of these genera has signi?cantly higher radioulnar curvature values than Papio (Table 3). Both surfaces are signi?cantly more curved in Pongo than in Papio, but otherwise Pongo does not consistently parallel either the African apes or humans. The metacar- pal surface for the trapezium is similar to that of Pan in RMS and to the Homo surface in dorsovolar curvature, while radioulnar curvature falls with Pan and Gorilla, signi?cantly above Homo. RMS and dorsovolar curvature of the trapezial surface are intermediate between the African apes and humans (and signi?cantly different Fig. 7. Bivariate plot showing the relation between dorsovolar and radioulnar curvatures of the surface on the metacarpal (modern humans, open squares; Pan, closed triangles; Gorilla, open diamonds; Pongo, closed circles; Papio, X?s; Neandertals, gray N?s; Australopithecus, A?s; SK 84, 1; SKX 5020, *). Specimens closer to the origin exhibit less curvature than those further from the origin along each axis. Fig. 8. Bivariate plot showing the relation between dorsovolar and radioulnar curvatures of the surface on the trapezium (modern humans, open squares; Pan, closed triangles; Gorilla, open diamonds; Pongo, closed circles; Papio, X?s; Neandertals, gray N?s; Australopithecus, A; O.H. 7, O). Specimens closer to the origin exhibit less curvature than those further from the origin along each axis. 45TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology except for Homo/Pongo dorsovolar), whereas radioulnar curvature falls close to the Pan, Gorilla, and Homo means. Genus rankings of metacarpal and trapezium absolute curvature values are the same as for RMS curvature (Table 4). This is not surprising, because both measures re?ect relative curvature magnitudes. Gaussian curva- ture, which re?ects overall surface shape, shows again the same ranking in both surfaces. However, there are differences in rankings for mean curvature of both the metacarpal and trapezium surfaces. For saddle surfaces, mean curvature re?ects the extent to which the principal curvatures differ from one another in magnitude: the more similar the principal curvatures are to one another, the lower the mean curvature value and vice versa. In other words, a mean curvature of zero indictates that the saddle surface shows the same magnitude of curva- ture in both directions. Fig. 9. Bivariate plot showing the relation between RMS and mean curvatures of the surface on the metacarpal (symbols as in Fig. 7). Greater values of RMS curvature indicate greater overall surface curvature; mean curvature values closer to zero indicate more evenly curved surfaces while negative values indicate radioulnar curvature is greater than dorsovolar curvature (and vice versa). Fig. 10. Bivariate plot showing the relation between RMS and mean curvatures of the surface on the trapezium (symbols as in Fig. 8). Greater values of RMS curvature indicate greater overall surface curvature; mean curvature values closer to zero indicate more evenly curved surfaces while negative values indicate dorsovolar curvature is greater than radioulnar curvature (and vice versa). 46 M.W. MARZKE ET AL. American Journal of Physical Anthropology The joint congruence indices (Table 5) indicate signi?- cantly greater RMS and radioulnar congruence of the joint surfaces in Homo than in the great apes and Papio. The human joint in our sample is more congruent in the radio- ulnar than in the dorsovolar direction, as Napier (1955) and Ateshian et al. (1992) also found for humans. Pan sim- ilarly is more congruent in the radioulnar direction, but is striking in its very marked dorsovolar incongruence. Comparison of fossil hominins with the extant sample Analyses of SPG and LS data for the early hominin fossils have similar results (Table 6). There is a tendency toward greater RMS curvature of the mutual tmc sur- faces in A. afarensis compared with humans and much lower RMS curvature of the O.H. 7 trapezial surface (see Fig. 11. Bivariate plot showing the relation between absolute and mean curvatures of the surface on the metacarpal (symbols as in Fig. 7). Greater values of absolute curvature indicate greater overall surface curvature; mean curvature values closer to zero indicate more evenly curved surfaces, while negative values indicate radioulnar curvature is greater than dorsovolar curvature (and vice versa). Fig. 12. Bivariate plot showing the relation between absolute and mean curvatures of the surface on the trapezium (symbols as in Fig. 8). Greater values of absolute curvature indicate greater overall surface curvature; mean curvature values closer to zero indicate more evenly curved surfaces, whereas negative values indicate dorsovolar curvature is greater than radioulnar curvature (and vice versa). 47TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology Table 3). In the SPG analysis, the A.L. 333-w39 meta- carpal surface RMS curvature (1.59) falls close to the chimpanzee mean (1.62), and the A.L. 333-80 trapezial surface is coincident with the chimpanzee mean (1.85). LS places the metacarpal (1.13) more than one SD unit below the chimpanzee RMS mean (1.29) and more than 1 SD unit above the human mean (0.93). However, the LS value for the other A. afarensis metacarpal, A.L. 333-58 (1.46), is more than four SD units higher than the human mean (0.93) and close to the gorilla mean (1.47). The LS dorsovolar curvatures of the A. afaren- sis metacarpal and trapezial surfaces differ in the same general directions as the RMS curvatures (Figs. 7 and 8). Radioulnar curvature follows similar trends, but A.L. 333-58 shows higher curvature than the means of the living hominids2, and a similar result is observed for radioulnar curvature of the A.L. 333-80 trapezium. RMS curvature of the SK 84 metacarpal surface (Table 6) is near the Pan mean, although the dorsovolar and radioulnar curvatures result in this fossil clustering to- ward one end of the Pan range of variation (see Fig. 9). The dorsovolar value is below the means of humans and all the great ape genera while radioulnar curvature is higher than the means of all the living genera and quite similar to that of A.L. 333-58. In contrast, all the SKX 5020 curvature values are close to those of Homo, and the metacarpal falls well within the modern human clus- ter (see Fig. 9). It should be noted that there is not agreement regarding the af?nities of either the SK 84 or the SKX 5020 specimens (see Susman, 1988a; Trinkaus and Long, 1990; Tocheri et al., 2008). In contrast to A. afarensis, the H. habilis O.H. 7 trape- zial SPG mean RMS curvature is one SD below the SPG human mean, and the LS mean is outside the means of all genera, including Papio (see Fig. 10). Dorsovolar cur- vature is also below all LS sample means, whereas radioulnar curvature is below that of all LS genera except Papio (see Fig. 8). The Neandertal tmc surfaces are typically ?atter dor- sovolarly than in most of the modern human sample (Ta- ble 6; Figs. 7 and 8) with radioulnar curvature values that fall within the modern human range. Several Nean- dertals display RMS curvatures of the metacarpal sur- face close to the modern human mean (see Fig. 9), whereas the Neandertal trapezial RMS and dorsovolar curvatures fall toward one end of the modern human range (Figs. 8 and 10), recalling the condition seen in O.H. 7. However, the high-radioulnar curvature distin- guishes the Neandertals from H. habilis (see Fig. 8). DISCUSSION Curvature variability No predictions were falsi?ed by the analysis. Human tmc joint surfaces are less curved than in the great apes in all directions. The only exception is trapezial radioul- nar curvature, which is approximately the same in all the hominids. Neandertal dorsovolar and O.H. 7 dorsovo- lar and radioulnar curvatures are lower than in modern humans, australopith curvatures recall those of African apes, and the two Swartkrans metacarpals differ in curvature as predicted. Implications of curvature variability for joint mobility, strength and stability Joint mobility. Hamrick (1996) found an association between high male joint mating surface curvature and increased joint mobility in carpal joints of strepsirhine primates. In contrast, our study shows higher trapezial dorsovolar curvature and higher metacarpal radioulnar curvature in great apes compared with humans, but there is a lower range of motion in both directions in great apes according to Rose (1992). As Hamrick (1996) noted, conclusions from his analysis may not apply to different joint types, movements, and taxa, and in our study, this appears to be the case at least for hominids. Humans share with the other genera a metacarpal male surface for radioulnar deviation associated with a less- curved female trapezial surface. This pattern may sug- gest a potential for considerable mobility in this plane, as suggested by Hamrick (1996) for strepsirhine carpal movements. However, variation among the genera in joint congruence must be taken into account in assessing full potential ranges of motion. Joint strength. Human RMS and dorsovolar curvatures of the trapezium and metacarpal are lower than those of the great apes, providing more surface normal to axial loads. In addition, humans have greater RMS and radio- ulnar congruence of the mutual tmc joint surface curva- tures than the great apes. This pattern is favorable to accommodation of the large axial loads associated with forceful pinch and grasp of objects. Cartilage thickness, joint shape, and subchondral bone may be sensitive to loading history (Carter and Beaupre?, 2001). It would be interesting to compare humans with nonhuman primates in tmc subarticular trabecular bone properties, because these have been found by Rafferty and Ruff (1994) in the humeral and femoral heads and by Patel and Carlson (2007) at the distal radius to corre- spond to differences in magnitude of loads. Joint stability. The greater dorsovolar curvature of the African ape metacarpal surface creates a long volar beak. Attempts to slide the metacarpal dorsally on the trapezium in cadaver and skeletal specimens are resisted by abutment of the beak against the convex volar trapezial surface. Lower curvature in humans is associated with a less-projecting beak and less stability of the joint. The shallower human joint has the advant- age of accommodating relatively more axial load, but at the potential expense of resistance to dorsal subluxation of the metacarpal at tmc joints with lax ligaments, when objects are pinched by the thumb and index ?nger (Pel- legrini et al., 1993; Pellegrini, 2001). Noteworthy is the exceptionally high-dorsovolar curva- ture of the trapezium and metacarpal in the gorillas, re?ected also in their high RMS and Gaussian curva- tures. In addition, the joint is the most dorsovolarly con- TABLE 5. Congruence indices1 Genus Dorsovolar Radioulnar RMS a. Homo 0.44b 0.39ALL 0.29ALL b. Pan 0.81ALL 0.74a,e 0.55a,c,e c. Gorilla 0.43b 0.70a,e 0.41a,b d. Pongo 0.53b 0.71a 0.44a e. Papio 0.57b 0.55a,b,c 0.40a,b 1 Superscripts indicate signi?cant differences among genera a?e at a\ 0.0025. 2See footnote 1. 48 M.W. MARZKE ET AL. American Journal of Physical Anthropology gruent of the great ape genera. This pattern, favoring tmc joint stability, should be investigated in connection with the forceful pulling and processing of vegetation by gorillas observed in videotapes taken by R. Byrne [cited by Marzke (2006)]. The baboons are clearly distinguished from the homi- nid sample by the low curvature of the mutual joint sur- faces in the dorsovolar direction, and even lower values in the radioulnar direction. This latter feature often gives the joint an almost cylindrical appearance, particu- larly on the trapezial surface. Low RMS and absolute curvature values all indicate relatively ?at surfaces in the baboons, but negative Gaussian curvature values lend support to the conclusions of Napier (1961), Lewis (1977), and Rose (1992) that baboons have saddle sur- faces, albeit shallow ones. Furthermore, our low baboon radioulnar curvature values con?rm the observations by Rose (1992) that cercopithecines differ most clearly from hominoids in radioulnar curvature and associated abduc- tion range. He suggests that the lower range in the cer- copithecines might limit grasp of relatively large objects and affect opposition of the thumb to the ?ngers, because abduction is an important component of thumb opposition. Also, because opposition of the thumb meta- carpal appears to occur without obvious constraints on displacement of the metacarpal from the trapezium, this may explain the observations of Guthrie (1991) and Jude (1993) that manipulation of objects by Hamadryas baboons does not involve the kinds of strong pinch and grasp forces that would tend to displace the metacarpal. Phylogenetic implications of the comparative joint curvature evidence The results of this study present compelling evidence that the overall pattern of metacarpal and trapezial sur- face curvature is derived in humans relative to their last common ancestor with Pan. Although humans approach baboons in magnitude of curvature more closely than do the great apes, the topographic pattern is different. The baboon surfaces are almost ?at in the radioulnar direc- tion, and only slightly more curved in the dorsovolar direction, forming a pattern that approaches a cylinder in shape (Figs. 7 and 8). The human saddle-shaped pat- tern more strongly recalls the great ape saddle, differing primarily in the magnitude of curvature rather than in overall shape. The cylinderlike morphology in baboons, with metacarpal movement occurring primarily in ?ex- ion/extension around the radioulnar axis, may underlie differences in joint biomechanics and functional capabil- ities that should be investigated. Evolution of modern human tmc joint functions and manipulative behavioral capabilities The australopiths recall African apes most strongly in RMS and dorsovolar curvatures, indicating a joint that was stable against dorsal displacement in thumb/index ?nger pinch grips and capable of accommodating stresses from several directions. It is interesting to note that while these australopiths also share curved pha- langes with the great apes, suggestive of arboreal loco- motor capabilities (Stern, 2000), and proportionately short ?ngers relative to thumb length (Alba et al., 2003) recalling humans, they differ from both in having more radioulnar curvature at the tmc joint (Figs. 7 and 8). This combination of features suggests locomotor and manipulative behaviors that may have differed to some extent from those of both living great apes and humans. The earliest evidence for reduction in tmc curvature is in one of two Swartkrans thumb metacarpals (SKX 5020), and in the O.H. 7 trapezium, both from 1.75 mya (Vrba, 1982; Walter et al., 1991; Blumenschine et al., 2003). The SKX 5020 curvature falls within the mod- ern human range of variation, whereas the O.H. 7 trape- zium has a signi?cantly ?atter joint surface overall than modern humans. This morphology suggests that the tra- pezium could have accommodated large axial loads, as predicted by Trinkaus (1989). Neandertals are similar to the O.H. 7 hominin in dorsovolar ?atness of the joint; however, they display radioulnar curvature values within the modern human range. As Niewoehner (2000, 2001) noted, the primary shape change at the Neander- tal tmc joint is the low degree of metacarpal volar beak development, from which he infers an adaptation to large axial reaction forces. It is likely that the joint was TABLE 6. Normalized trapeziometacarpal joint surface curvature values in hominin fossils Specimen Approach Joint surface RMS Dorsovolar Radioulnar Absolute Gaussian Mean A.L. 333w-39 SPG Metacarpal 1.59 0.52 21.0 1.52 20.52 20.24LS 1.13 A.L. 333-58 LS Metacarpal 1.46 0.60 21.34 1.94 20.8 20.37 A.L. 333-80 SPG Trapezium 1.85 LS 1.05 20.92 0.51 1.43 20.47 20.2 O.H.7 SPG Trapezium 1.09 20.47 0.33 0.80 20.16 20.07LS 0.57 SKX 5020 LS Metacarpal 0.94 0.44 20.83 1.28 20.37 20.19 SK 84 LS Metacarpal 1.32 0.32 21.28 1.6 20.41 20.48 Kebara 2 LS Metacarpal 1.08 20.01 21.08 1.09 0.01 20.55 Kebara 2 LS Trapezium 0.63 20.43 0.46 0.89 20.2 0.02 La Ferrassie 1 LS Metacarpal 0.94 0.2 20.92 1.12 20.19 20.36 La Ferrassie 1 LS Trapezium 0.75 20.54 0.53 1.07 20.28 0.0 La Ferrassie 2 LS Metacarpal 1.11 0.3 21.07 1.37 20.32 20.38 La Ferrassie 2 LS Trapezium 0.89 20.61 0.65 1.26 20.39 0.02 Regourdou 1 LS Metacarpal 0.87 20.07 20.87 0.94 0.06 20.47 Regourdou 1 LS Trapezium 0.74 20.52 0.53 1.04 20.27 0.0 Amud 1 LS Metacarpal 0.93 0.18 20.91 1.09 20.16 20.36 La Chapelle 1 LS Metacarpal 1.18 20.38 21.12 1.49 0.42 20.75 Shanidar 3 LS Trapezium 0.73 20.49 0.54 1.02 20.26 0.03 Shanidar 4 LS Trapezium 0.59 20.32 0.49 0.82 20.16 0.09 49TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology relatively unstable in both Neandertals and O.H. 7 in comparison with modern humans, in the absence of a projecting metacarpal beak to check dorsal subluxation with pinch by the thumb and index ?nger. Stability would have depended upon the tmc ligaments. Modern human tmc joint topography appears to be a morphological compromise: it is ?at enough to allow accommodation of large axial forces associated with forceful manipulative gripping, but curved enough to resist subluxation in strong pinch (if the ligamentous ap- paratus is intact). Biomechanical experiments and exam- ination of diseased human tmc joints have shown that initial cartilage destruction at the joint occurs near the attachment of the beak ligament and is accompanied by degeneration of the ligament (Pellegrini, 2005). The more curved African ape-like ancestral hominin joint would have been vulnerable to stress as prehistoric tool- making and tool-using behaviors focused increasingly large axial and shear stresses on the joint with forceful precision and power squeeze grips. Thus, the evolution- ary reduction of metacarpal surface curvature and short- ening of the volar metacarpal beak may have been ad- vantageous as hominins became more dependent on tool-related behaviors for survival. The loss of ancestral morphology in favor of derived morphology that likely has performance advantages for object manipulation may re?ect an evolutionary commit- ment to behaviors involving tool making and tool use that occurred in the hominin lineage leading to modern humans and Neandertals (Tocheri, 2007; Tocheri et al., 2007, 2008). The clinical prevalence today of osteoarthri- tis at joint contact points stressed by forceful manipula- tive grips and of metacarpal subluxation associated with habitual forceful thumb/index ?nger pinching of objects, noted earlier in the section on joint stability, is sugges- tive of the kinds of functional liabilities that may have channeled the evolution of hand joint structure during hominin cultural and morphological evolution. ACKNOWLEDGMENTS We thank L. Berglund, Mayo Clinic Orthopedic Biome- chanics Laboratory, for his help in the development of our system for photographing the specimens. Equipment and software for laser scanning and quadric surface analysis were provided by the Partnership for Research in Spatial Analysis (PRISM) at ASU. Special thanks to A. Razdan and G. Farin (ASU) for encouraging the development of this research. Access to specimens was kindly provided by D. Hunt, R. Potts, L. Gordon, and R. Thorington (NMNH), B. Latimer and L. Jellema (CNH), E. Trinkaus (WUSTL), and W. Kimbel and D. Johanson (IHO-ASU). We are also grateful to the Primate Founda- tion of Arizona for access to their chimpanzee skeletal collection. C. Linscheid, K. Stotesbury, and A. de Sousa provided invaluable assistance in data collection and digitization. LITERATURE CITED Alba DM, Moya-Sola S, Kohler M. 2003. Morphological af?nities of the Australopithecus hand on the basis of manual propor- tions and relative thumb length. J Hum Evol 44:225?254. Ateshian GA, Ark JW, Rosenwasser MP, Pawluk RJ, Soslowsky LJ, Mow VC. 1995. Contact areas in the thumb carpometacar- pal joint. J Orthop Res 13:450?458. Ateshian GA, Kwak S, Soslowsky LJ, Mow VC. 1994. A stereo- photogrammetric method for determining in situ contact areas in diarthroidial joints, and a comparison with other methods. J Biomech 27:111?124. Ateshian GA, Rosenwasser MP, Mow VC. 1992. Curvature char- acteristics and congruence of the thumb carpometacarpal joint: differences between female and male joints. J Biomech 25:591?607. Bettinger PC, Berger RA. 2001. Functional ligamentous anat- omy of the trapezium and trapeziometacarpal joint (gross and arthroscopic). Hand Clin 17:151?168. Bettinger PC, Linscheid RL, Berger RA, Cooney WP III, An K-N. 1999. An anatomic study of the stabilizing ligaments of the trapezium and trapeziometacarpal joint. J Hand Surg A 24:786?798. Bettinger PC, Smutz P, Linscheid RL, Cooney WP III, An K-N. 2000. Material properties of the trapezial and trapeziometa- carpal ligaments. J Hand Surg A 25:1085?1095. Blumenschine RJ, Peters CR, Masao FT, Clarke RJ, Deino AL, Hay RL, Swisher CC, Stanistreet IG, Ashley GM, McHenry LJ, Sikes NE, van der Merwe NJ, Tactikos JC, Cushing AE, Deocampo DM, Njau JK, Ebert JI. 2003. Late Pliocene Homo and hominid land use from Western Olduvai Gorge. Tanzania. Science 299:1217?1221. Brand PW, Hollister AM. 1999. Clinical mechanics of the hand, 3rd ed. Mosby: St. Louis. Bruce P, Simon J, Oswald T. 1997. Resampling stats users guide. Arlington: Resampling Stats. Carter DR, Beaupre? GS. 2001. Skeletal function and form. Cambridge: Cambridge University Press. Cerveri P, De Momi E, Marchente M, Lopomo N, Baud-Bovy G, Barros RML, Ferrigno G. 2008. In vivo validation of a realis- tic kinematic model for the trapezio-metacarpal joint using an optoelectronic system. Ann Biomed Eng 36:1268?1280. Christie PW, Ridley JN. 1990. Classi?cation and mathematical representation of synovial articular surfaces. In: Sperber GH, editor. From Apes to angels: essays in Anthropology in honor of Philip V. Tobias. New York: Wiley-Liss. p 111?117. Colman M, Mass DP, Draganich LF. 2007. Effects of the deep anterior oblique and dorsoradial ligaments on trapeziometa- carpal joint stability. J Hand Surg A 32:310?317. Cooney WP III, Chao EYS. 1977. Biomechanical analysis of static forces in the thumb during hand function. J Bone Joint Surg Am 59:27?36. Cooney WP III, Lucca MJ, Chao EYS, Linscheid RL. 1981. The kinesiology of the thumb trapeziometacarpal joint. J Bone Joint Surg A 63:1371?1381. Day MH. 1978. Functional interpretations of the morphology of postcranial remains of early African hominids. In: Jolly CJ, editor. Early hominids of Africa. London: Gerald Duckworth & Company Ltd. p 311?345. Eaton RG, Dray GJ. 1982. Dislocations and ligament injuries in the digits. In: Green DP, editor. Operative hand surgery, Vol. 1. New York: Churchill. p 637?668. Edgington E. 1995. Randomization tests. New York: Marcel Dekker. Efron B, Tibshiriani RJ. 1993. An introduction to the bootstrap. Boca Raton, FL: CRC Press. Guthrie EA. 1991. Variability of the primate trapeziometacarpal articulation: description and functional evolution signi?cance, M.A. thesis, Arizona State University, Arizona. Hamrick MW. 1996. Articular size and curvature as determi- nants of carpal joint mobility and stability in strepsirhine primates. J Morph 230:113?127. Hollister A, Buford W, Myers L. 1992. Axes of rotation of the thumb carpometacarpal joint. J Orthop Res 10:454?460. Imaeda T, Niebur G, Cooney WP III, Linscheid RL, An K-N. 1994. Kinematics of the normal trapeziometacarpal joint. J Orthop Res 12:197?204. Jude J. 1993. Manipulative behavior of hamadryas baboons, Senior thesis, Arizona State University, Arizona. Koff MF, Shrivastava N, Gardner TR, Rosenwasser MP, Mow VC, Strauch RJ. 2006. An in vitro analysis of ligament reconstruction or extension osteotomy on trapeziometacarpal joint stability and contact area. J Hand Surg A 31:429? 439. 50 M.W. MARZKE ET AL. American Journal of Physical Anthropology Leakey LSB. 1960. Recent discoveries at Olduvai Gorge. Nature 188:1050?1052. Leakey LSB, Tobias PV, Napier JR. 1964. A new species of the genus Homo from Olduvai Gorge. Nature 202:7?9. Leversedge FJ. 2008. Anatomy and pathomechanics of the thumb. Hand Clin 24:219?229. Lewis OJ. 1977. Joint remodeling and the evolution of the human hand. J Anat 123:157?201. Lewis OJ. 1989. Functional morphology of the evolving hand and foot. Oxford: Clarendon Press. Manly BFJ. 1997. Randomization, bootstrap and Monte Carlo methods in biology, 2nd edition. Boca Raton, FL: CRC Press. Martin RB, Burr, DB, Sharkey NA. 1998. Skeletal tissue mechanics. New York: Springer-Verlag. Marzke MW. 2006. Who made stone tools? In: Roux V, Bril B, editors. Stone knapping: the necessary conditions for a uniquely hominin behaviour. University of Cambridge, Cam- bridge: McDonald Institute for Archaeological Research. p 243?255. Marzke MW, Wullstein KL. 1996. Chimpanzee and human grips: a new classi?cation with a focus on evolutionary mor- phology. Int J Primatol 17:117?139. Momose T, Nakatsuchi Y, Saitoh S. 1999. Contact area of the trapeziometacarpal joint. J Hand Surg A 24:491?495. Mooney CZ, Duval RE. 1993. Bootstrapping. Newbury Park: Sage. Napier JR. 1955. The form and function of the carpo-metacarpal joint of the thumb. J Anat 89:362?369. Napier JR. 1961. Prehensility and opposability in the hands of primates. Symp Zool Soc Lond 5:115?132. Napier JR. 1962. Fossil hand bones from Olduvai Gorge. Nature 196:409?411. Niewoehner WA. 2000. The functional anatomy of Late Pleisto- cene and recent human carpometacarpal and metacarpopha- langeal articulations, Ph.D. dissertation, University of New Mexico, New Mexico. Niewoehner WA. 2001. Behavioral inferences from the Skhul/ Qafzeh early modern human hand remains. PNAS 98:2979? 2984. Patel BA, Carlson KJ. 2007. Bone density spatial patterns in the distal radius re?ect habitual hand postures adopted by quadrupedal primates. J Hum Evol 52:130?141. Pellegrini VD Jr. 2001. Pathomechanics of the thumb trapezio- metacarpal joint. Hand Clin 17:175?184, vii-viii. Pellegrini VD Jr. 2005. The ABJS. 2005. Nicolas Andry Award: osteoarthritis and injury at the base of the human thumb: survival of the ?ttest? Clin Orthop Relat Res 438:266?276. Pellegrini VD Jr, Olcott CW, Hollenberg G. 1993. Contact pat- terns in the trapeziometacarpal joint: the role of the palmar beak ligament. J Hand Surg A 18:238?244. Pieron AP. 1973. The mechanism of the ?rst carpometacarpal (CMC) joint. An anatomical and mechanical analysis. Acta Orthop Scand Suppl 148:1?104. Rafferty KL, Ruff CB. 1994. Articular structure and function in Holobates, Colobus, and Papio. Am J Phys Anthropol 94:395? 408. Rose ME. 1992. Kinematics of the trapezium-1st metacarpal joint in extant anthropoids and Miocene hominoids. J Hum Evol 22:255?266. Sarmiento EE. 1988. Anatomy of the hominoid wrist joint: its evolutionary and functional implications. Int J Primatol 9:281?345. Simon JL. 1974?1997. Resampling stats: the new statistics, Ver- sion 4.0.7. Resampling Stats Inc. Steinberg B. 1999. The use of B-spline sufaces for modeling and analysis of bone shapes, M.S. thesis, Arizona State University, Arizona. Stern JT. 2000. Climbing to the top: a personal memoir of Australopithecus afarensis. Evol Anthropol 9:113?133. Susman RL. 1998a. Hand of Paranthropus robustus from Mem- ber 1. Swartkrans: fossil evidence for tool behavior. Science 240:781?784. Susman RL. 1988b. New postcranial remains from Swartkrans and their bearing on the functional morphology and behavior of Paranthropus robustus. In: Grine FE, editor. Evolutionary history of the ??Robust?? Australopithecines. New York: Aldine de Gruyter. p 149?172. Susman RL, Creel N. 1979. Functional and morphological af?n- ities of the subadult hand (OH 7) from Olduvai Gorge. Am J Phys Anthropol 51:311?331. Tocheri MW. 2007. Three-dimensional riddles of the radial wrist: derived carpal and carpometacarpal joint morphology in the genus Homo and the implications for understanding stone tool-related behaviors in hominins, Ph.D. dissertation, Arizona State University, Arizona. Tocheri MW, Femiani JC. In press. The ??bare bones?? of 3D: an introduction to 3D modeling concepts for the physical anthro- pologist. In: Hoppa RD, Nelson AJ, editors. 3D imaging in biological anthropology and bioarchaeology. Cambridge: Cam- bridge University Press. Tocheri MW, Femiani J, Orr CM, Marzke MW. 2006. Quadric- based metrics for shape analysis of three-dimensional osteo- logical surfaces. Am J Phys Anthropol 129:177?178. Tocheri MW, Orr CM, Jacofsky MC, Marzke MW. 2008. The evo- lutionary history of the hominin hand since the last common ancestor of Pan and Homo. J Anat 212:544?562. Tocheri MW, Orr CM, Larson SG, Sutikna T, Jatmiko, Saptomo EW, Awe Due R, Djubiantono T, Morwood MJ, Jungers WL. 2007. The primitive wrist of Homo ?oresiensis and its implica- tions for hominin evolution. Science 317:1743?1745. Trinkaus E. 1989. Olduvai hominid 7 trapezial metacarpal 1 articular morphology: contrasts with recent humans. Am J Phys Anthropol 80:411?416. Trinkaus E, Long JC. 1990. Species attribution of the Swartk- rans Member 1 ?rst metacarpals: SK 84 and SKX 5020. Am J Phys Anthropol 83:419?424. Vrba ES. 1982. Biostratigraphy and chronology, based particu- larly on Bovidae, of southern hominid-asociated assemblages: Makapansgat, Sterkfontein, Taung, Kromdraai, Swartkrans; and also Elandsfontein (Saldanha), Broken Hill (now Kabwe) and Cave of Hearths. In: DeLumley F, DeLumley MA, editors. L?Homo erectus et la place de l?homme de Tautavel parmi les hominide?s fossils. Pre?tirage du 1er congre`s international pale?- ontologie humaine, Vol. 2. Nice: Louis-Jean. p 707?752. Walter RC, Manega PC, Hay RL, Drake RE, Curtis GH. 1991. Laser-fusion 40Ar/39Ar dating of Bed I. Olduvai Gorge, Tanza- nia. Nature 354:145?149. Wood B, Lonergan N. 2008. The hominin fossil record: taxa, grades and clades. J Anat 212:354?376. Xu L, Stauch RJ, Ateshian GA, Pawluk RJ, Mow VC, Rose- nwasser MP. 1998. Topography of the osteoarthritic thumb carpometacarpal joint and its variations with regard to gen- der, age, site, and osteoarthritic stage. J Hand Surg A 23:454?464. 51TMC JOINT SURFACE 3D CURVATURES American Journal of Physical Anthropology