The mandible plays an essential part in human life and, thus, defects in this structure can dramatically impair the quality of life in patients. Axolotls, unlike humans, are capable of regenerating their lower jaws; however, the underlying mechanisms and their similarities to those in limb regeneration are unknown. In this work, we used morphological, histological and transcriptomic approaches to analyze the regeneration of lateral resection defects in the axolotl mandible. We found that this structure can regenerate all missing tissues in 90 days through gap minimization, blastema formation and, finally, tissue growth, differentiation and integration. Moreover, transcriptomic comparisons of regenerating mandibles and limbs showed that they share molecular phases of regeneration, that these similarities peak during blastema stages and that mandible regeneration occurs at a slower pace. Altogether, our study demonstrates the existence of a shared regenerative program used in two different regenerating body structures with different embryonic origins in the axolotl and contributes to our understanding of the minimum requirements for a successful regeneration in vertebrates, bringing us closer to understand similar lesions in human mandibles.

The jaws form the structural base of the mid and lower face and are essential for basic human activities such as mastication and communication, as well as having an aesthetic component with an important role in social integration. Therefore, the loss of jaw tissue due to injuries or cancer dramatically impairs the quality of human life. Before the development of modern surgical techniques, resection of the anterior mandibular body resulted in a missing chin and lip, which caused severe functional limitations in eating and speaking (Lilly et al., 2021). Indeed, the symphyseal (distal-most), and parasymphyseal (immediately adjacent lateral) areas of the mandible, in particular, are especially important from a medical point of view, given their propensity to be affected by trauma or invasion of malignant tumors (Atilgan et al., 2010; Eichberger et al., 2022).

There are many procedures that are used to help repair jaw injuries, such as preventing the ingrowth of soft tissue, introducing missing cells or signals into the defect, and alloplastic replacement with metallic implants created by computer-assisted design and manufacturing (CAD/CAM) (Nauth et al., 2018; Reitemeier et al., 2016). Yet, the current gold standard for the treatment of critical-size segmental defects in the jaw is the grafting of suitable transplants from autologous donor regions into the affected area (Disa and Cordeiro, 2000; Schemitsch, 2017). However, all these procedures are technically challenging and the grafting of complex autogenous tissue transplants creates an extra injury at the donor site.

In contrast to humans, certain vertebrate lineages, such as salamanders and teleost fish, possess the ability to completely reconstitute lost structures after amputation, including the lower jaw (Simon and Tanaka, 2013; Tanaka, 2016). Therefore, a systematic examination of jaw regeneration in highly regenerative model organisms is a promising approach to discover innovative therapeutic strategies.

Research in the newt Notophthalmus viridescens has illustrated the general principles governing regeneration of the upper (maxilla) and lower (mandible) jaws. In newts, both adult and larval mandibles can regenerate following either full transections of the entire distal region (Ghosh et al., 1994; Goss and Stagg, 1958) or partial parasymphyseal resections (Graver, 1973, 1974, 1978), with both amputation types triggering a similar sequence of events. In adult newts, regeneration begins with the retraction of the severed mandible muscles and the healing of the wound. This is followed by the formation and thickening of the wound epidermis, the appearance of a blastema, cartilage differentiation and, in the case of transection amputations, the joining of the newly regenerated Meckel's cartilage in the medial symphysis of the midline. Regeneration of the bony components starts via formation of the dentary bone on the lateral sides of the regenerated cartilage and the re-formation of teeth. After approximately 20 weeks, the regenerated mandible resembles the unamputated jaws in both shape and size. Interestingly, larvae regenerate faster than adult newts and are able to reconstitute the prearticular bone and the lingual side of the dentary bone, whereas these structures never regenerate in the adult (Ghosh et al., 1994; Goss and Stagg, 1958).

Taking advantage of the recent development of many genetic resources and tools (Echeverri et al., 2022), we used the axolotl (Ambystoma mexicanum) to investigate jaw regeneration, especially in the context of limb regeneration. The limb stands as the reference example of blastema-dependent regeneration of a complex, multi-tissue structure, having been extensively studied throughout the years (reviewed by Aires et al., 2020; Payzin-Dogru and Whited, 2018). This structure also shares morphological features with newt jaw regeneration. Namely, limb regeneration begins with wound closure by a specialized wound epithelium (WE), which later proliferates into a multilayered apical epidermal cap (AEC). This is followed by blastema formation, tissue patterning and differentiation, during which cartilage and bone are formed, and, finally, a growth phase into a fully regenerated limb. As the molecular underpinnings of each of these processes are relatively well known in the axolotl, limb regeneration is the ideal blueprint for comparative studies between different regenerative structures in the same animal. Moreover, studying axolotl mandible and limb regeneration enables the comparison of regenerative processes of two structures with different embryonic origins, as the jaws derive from migrating neural crest cells, whereas limbs develop from the lateral plate mesoderm of the embryo (Gilbert, 1997).

However, contrary to limb regeneration, studies of mandible regeneration specifically in the axolotl are scarce, being so far mostly focused on tooth regeneration (Makanae et al., 2020) or on the analysis of punch biopsy lesions (Charbonneau et al., 2016, 2021). In this work, we focused on an injury type that resembles defects in human patients that generally arise in the context of tumor surgery as it is sometimes necessary to perform large resections that often result in extensive full-thickness segmental defects. Specifically, we used a full-thickness lateral resection model that included skin, muscle, oral mucosa and the medial symphysis with its laterally adjacent region. By analyzing the morphological, histological and transcriptomic aspects of symphyseal and parasymphyseal mandible regeneration in the axolotl, we were able to examine the regenerative potential of both distal and proximal skeletal stumps within a segmental defect, as well as overall tissue integration. We found that the mandible is able to regenerate most missing tissues through two phases of mechanical gap minimization; formation of a blastema; and tissue growth, differentiation and integration into the pre-existing structures. Moreover, comparisons of gene expression profiles of regenerating lower jaws and regenerating limbs showed that they undergo similar molecular phases of regeneration, particularly during blastemal stages. Yet, we found that regeneration in the lower jaw appears to progress at a slower pace compared to that in the limb, and that this pacing can even differ between the two skeletal stumps of the regenerating mandible. Overall, our study uncovers the molecular details involved in the regeneration of resection defects in the axolotl mandible and highlights mechanistic differences and similarities in the regenerative processes of different body structures with different embryonic origins, which point to the existence of a shared regenerative program in the axolotl.

Repair of lateral resection defects in the axolotl mandible involves two phases of gap minimization

In order to study full-thickness lateral defects in the symphyseal and parasymphyseal regions in the axolotl mandible, we resected a 5 mm fragment of the right hemimandible. This resulted in a gap bordered by proximal and distal bony stumps, the latter still containing the remnants of the medial symphysis of the contralateral side (Fig. 1A). This defect amounted, on average, to approximately 43.3% of the perimeter of the hemimandible, or 20.7% when considering the full mandible perimeter (Fig. 1B; Table S1). We then examined the gross morphological progression of repair for 90 days (Fig. 1; Fig. S1).

Fig. 1.

Repair of lateral resection defects in the axolotl mandible involves two phases of gap minimization. (A) Time course of mandible regeneration after a full-thickness lateral resection. The same animal is shown immediately prior to injury (intact), immediately following injury [0 days post injury (dpi)], and at 5, 14, 35 and 90 dpi. ‘90d intact’ indicates a non-resected control axolotl obtained from the same clutch and assessed after 90 days. Arrows and arrowheads indicate the distal stump of the injury. Scale bars: 5 mm; 2.5 mm (insets). (B) Quantification of defect size relative to the perimeter of the hemimandible (Hemi) or the full mandible (Full) at 0 dpi. Bars show mean values. (C) Schematic representation of defect area (dotted region) and distal stump angle quantifications. (D) Quantification of defect area. The line shows mean values over time. ***P<0.001; ****P<0.0001 (one-way ANOVA with Dunnett's post hoc test). (E) Angle of dislocation of the distal stump in resected (blue) and medial symphysis in intact (green) animals. The blue line shows mean values over time. ***P<0.001 (one-way ANOVA with Tukey's post hoc test). (F) Quantification of full mandible perimeter of intact and resected animals immediately before (Int) and post (0 dpi) resection, and at 35 and 90 dpi.

Fig. 1.

Repair of lateral resection defects in the axolotl mandible involves two phases of gap minimization. (A) Time course of mandible regeneration after a full-thickness lateral resection. The same animal is shown immediately prior to injury (intact), immediately following injury [0 days post injury (dpi)], and at 5, 14, 35 and 90 dpi. ‘90d intact’ indicates a non-resected control axolotl obtained from the same clutch and assessed after 90 days. Arrows and arrowheads indicate the distal stump of the injury. Scale bars: 5 mm; 2.5 mm (insets). (B) Quantification of defect size relative to the perimeter of the hemimandible (Hemi) or the full mandible (Full) at 0 dpi. Bars show mean values. (C) Schematic representation of defect area (dotted region) and distal stump angle quantifications. (D) Quantification of defect area. The line shows mean values over time. ***P<0.001; ****P<0.0001 (one-way ANOVA with Dunnett's post hoc test). (E) Angle of dislocation of the distal stump in resected (blue) and medial symphysis in intact (green) animals. The blue line shows mean values over time. ***P<0.001 (one-way ANOVA with Tukey's post hoc test). (F) Quantification of full mandible perimeter of intact and resected animals immediately before (Int) and post (0 dpi) resection, and at 35 and 90 dpi.

Within the first day post injury (dpi), we observed that the wound had stopped bleeding and that the overall defect region showed some signs of tissue contraction, as evidenced by a reduction in the depth of the defect and the smoothening of the surface of the injury (Fig. 1A, white arrow; Fig. S1). The defect became less prominent at 14 dpi, was mostly gone at 35 dpi and, by 90 dpi, the jaw appeared to have nearly regained its original shape (Fig. 1A). Quantification of the defect area (Fig. 1C) supported these initial observations, revealing that a significant defect minimization had already occurred within 1 dpi (Fig. 1D). The area of the defect then remained relatively unchanged until 5 dpi but, by 7 dpi, had decreased again. By 14 dpi, the injury size was dramatically reduced and, by 35 dpi, had disappeared entirely (Fig. 1A,D; Fig. S1). However, the mandible had still not attained a proper shape in resected animals at this time point as, contrary to the intact controls, the lower dental arch appeared noticeably shorter (i.e. in a retrognathic mandibular position), resulting in a clear overbite of the upper jaw (Fig. 1A). We hypothesized that this shortening of the lower jaw could be owing to movement of one or both mandibular fragments. To investigate this, we quantified the angle of displacement of the distal stump (Fig. 1C,E), which confirmed that this structure had moved laterally towards the defect, reaching a minimum angle (i.e. maximum displacement) at 35 dpi (Fig. 1A, white arrows; Fig. 1E). Remarkably, the angle of displacement increased afterwards, which suggested that the distal edge had moved towards the midline by 90 dpi and that the injured mandible was progressively regaining a normal shape. Indeed, by this time point, resected lower jaws appeared to have recovered their appropriate, orthognathic position in relation to the upper jaws (Fig. 1A). We confirmed this by measuring the perimeter of resected and intact mandibles, which showed that the initial mandible perimeter had been restored at 35 dpi and was only 9.2% smaller compared to that in intact control at 90 dpi (Fig. 1F). Overall, we did not notice impaired growth in resected animals.

As such, our data demonstrate that, unlike humans but similar to other salamanders, the axolotl is capable of repairing lower jaw defects after a full-thickness lateral resection. We also found that mandible repair involved mechanical gap minimization in two main phases: the first occurring within the first day after injury and involving mainly tissue contraction; and the second starting at 7 dpi and involving tissue growth and displacement of the distal stump. Finally, we show that resected mandibles essentially recover their intact shape and size after 3 months. This strongly hints at re-formation of most removed tissues by 90 dpi, especially cartilage and bone.

Lateral defects in the mandible regenerate through tissue growth, differentiation and integration of bone, cartilage and muscle

To investigate mandible regeneration in more detail, we performed histological stainings in intact (Fig. 2A,H) and resected animals at 5, 14, 35 and 90 dpi (Fig. 2B-G). The intact lower jaw of the axolotl consists of two paired cartilaginous rods known as Meckel's cartilage, which extend through the entire length of the jaw in each side of the mandible and join at their distal ends by a median symphysis, in which the muscles of the floor of the mouth attach (Fig. 2A,A′,H,H′, gray arrowheads).

Fig. 2.

Lateral defects in the mandible regenerate through tissue growth, differentiation and tissue integration of bone, cartilage and muscle. (A-H) Movat's Pentachrome staining of longitudinal sections of intact mandibles at the beginning (A) and end (H) of the experiment, and resected mandibles at 5 (B), 14 (C), 35 (D) and 90 (E-G) dpi. For 90 dpi, three sections corresponding to ventral (E), mid (F) and dorsal (G) levels are shown. Dark gray arrowheads in A and H indicate the medial symphysis in intact animals; the white arrowhead in C′ shows a multilayered wound epithelium; black arrowheads in D′ point at intramembranous ossifications of the dentary bone; and light gray arrowheads in F and G′ indicate the regenerated prearticular and coronoid bones, respectively. Dotted lines represent the approximate site of resection. cg, cartilaginous growth; co, coronoid bone; db, dentary bone; ling, lingual side; mc, Meckel's cartilage; pa, prearticular bone; rc, regenerated cartilage; vest, vestibular side. Images represent one animal, except at 0 and 90 dpi, in which three animals are represented. Scale bars: 2 mm (A-H); 500 µm (Aʹ-Hʹ).

Fig. 2.

Lateral defects in the mandible regenerate through tissue growth, differentiation and tissue integration of bone, cartilage and muscle. (A-H) Movat's Pentachrome staining of longitudinal sections of intact mandibles at the beginning (A) and end (H) of the experiment, and resected mandibles at 5 (B), 14 (C), 35 (D) and 90 (E-G) dpi. For 90 dpi, three sections corresponding to ventral (E), mid (F) and dorsal (G) levels are shown. Dark gray arrowheads in A and H indicate the medial symphysis in intact animals; the white arrowhead in C′ shows a multilayered wound epithelium; black arrowheads in D′ point at intramembranous ossifications of the dentary bone; and light gray arrowheads in F and G′ indicate the regenerated prearticular and coronoid bones, respectively. Dotted lines represent the approximate site of resection. cg, cartilaginous growth; co, coronoid bone; db, dentary bone; ling, lingual side; mc, Meckel's cartilage; pa, prearticular bone; rc, regenerated cartilage; vest, vestibular side. Images represent one animal, except at 0 and 90 dpi, in which three animals are represented. Scale bars: 2 mm (A-H); 500 µm (Aʹ-Hʹ).

Each Meckel's cartilage rod is enclosed by several bones, including the dentary bone on its ventral and vestibular (or lateral) sides, the prearticular bone in the lingual side, and the coronoid bone resting above each prearticular bone. Teeth develop from both the dentary bone and the coronoid bone (Atkins et al., 2020; Makanae et al., 2020). This anatomy remains constant as the axolotl matures, unlike in the newt in which the coronoid bone is lost during metamorphosis (Davit–Béal et al., 2007).

At 5 dpi, the hard tissue stump on the proximal side was covered by a thin multilayered epithelium (Fig. 2B,B′). Although the overall tissue architecture was mostly unchanged, the extracellular matrix (ECM) of the cartilage directly below the epithelium showed a significant decrease in glycosaminoglycan content, as revealed by the lighter Alcian Blue staining in the region, which suggested an active process of histolysis. Histolysis also occurred in the medial stump (Fig. S2A,A′).

At 14 dpi, the gap caused by the resection was noticeably smaller, which was consistent with our macroscopic observations (Fig. 2C). Importantly, we found an accumulation of seemingly undifferentiated mesenchymal cells resembling a blastema sitting atop the injured stumps on both sides of the defect and spanning the full length of the gap (Fig. 2C,C′; Fig. S2B). These were entirely covered by a multilayered epithelium that was morphologically highly reminiscent of the AEC formed during limb regeneration, including the lack of a basement membrane (Neufeld and Aulthouse, 1986) (Fig. 2C, white arrowhead in Fig. 2Cʹ; Fig. S2B, white arrowheads in Fig. S2Bʹ,B″). Remarkably, resected proximal and distal stumps appeared to be in different regeneration stages. In the distal stump, a new cartilage growth that was continuous with the intact Meckel's cartilage had already formed (Fig. 2C). This structure not only extended distally past the amputation plane into the defect, but also grew dorsally to surround the upward bend of the preexisting contralateral Meckel's cartilage (Fig. S2B,B″). This contrasted with the proximal stump, in which no cartilage condensations were yet detected. However, we did notice glycosaminoglycan filaments distal to its amputation plane, likely the first signs of cartilaginous ECM deposition (Fig. 2C,C′).

At 35 dpi, the gap caused by the resection was fully closed (Fig. 2D; Fig. S2C). The displacement of the distal stump towards the defect side was particularly evident, especially when compared to anatomical landmarks for the original lower jaw midline, such as the median raphe of the paired oral floor and the tongue muscles. The closing of the gap was accompanied by new cartilaginous growth from both sides of the defect, forming a continuous brace that traversed the length of the defect and integrated with the existing Meckel's cartilage (Fig. 2D,D′; Fig. S2C,C′). The connection of these cartilage growths to each other, however, was imperfect, as they merged in a disorganized manner (Fig. 2D′). Interestingly, we found osteoid trabeculae with several cells trapped within the collagen deposits originating from the proximal stump (Fig. 2D′, black arrowheads; Fig. S2C′), indicating that bone reformation had already started to occur by intramembranous ossification.

Finally, by 90 dpi, the regenerated cartilage now robustly bridged the defect, having fully integrated into the previously existing Meckel's cartilage in both sides of the defect and becoming the insertion site of the regenerated ventral mandibular muscles (Fig. 2E). Moreover, the formerly observed displacement of the midline towards the defect side was partially compensated (Fig. 2E,F; Fig. S2D). Additionally, the regenerated cartilage was thicker than the original Meckel's cartilage of the injured region and displayed some pockets of cartilaginous tissue surrounded by bony matrix (Fig. S2D,D′). We also noticed that, even though the newly regenerated dentary bone did not cover the entirety of the cartilage regenerate, it contained new teeth (Fig. 2G,G′). Similarly, we saw that the prearticular and coronoid bones had extended past the amputation level (Fig. 2F,F′,G,G′, gray arrowheads) and that the latter contained both tooth buds and mature teeth, indicating that these structures had regenerated by 90 dpi. Finally, we interestingly did not see the reformation of the medial symphysis (Fig. 2E,F), with the regenerated cartilage brace instead connecting directly to Meckel's cartilage and to the dentary bone of the contralateral hemimandible.

Taken together, our results indicate that after a full-thickness lateral resection, the axolotl lower jaw can fully regenerate all missing tissues via the formation of a mesenchymal blastema-like structure, tissue growth and tissue differentiation. Remarkably, the regenerate was also able to fully integrate into the previously existing mature structures on both sides of the defect, in such a way that the mandible shape was nearly restored after 90 days.

Transcriptomic analysis of mandible regeneration after lateral resection uncovers significant similarities to limb regeneration

Next, we sought to get a better molecular understanding of the regeneration process in our mandible resection model by exploring its transcriptomic profile. For that, we performed bulk RNA sequencing (RNA-seq) in intact and regenerating mandible tissues in early (5 dpi), middle (14 dpi) and late (35 dpi) regeneration stages (Tables S2 and S3). To visualize gene expression dynamics, the remaining genes were subjected to a k-means clustering algorithm, which grouped them into 15 clusters based on their expression over time (Fig. S3, Tables S4 and S5). Finally, genes that did not fit well into any of these clusters were removed, ultimately leaving us with a list of 2134 genes of interest (Table S6). From the clusters containing these remaining genes, ten of them fell into four broader categories of temporal expression patterns: clusters containing genes with peak expression at 5 dpi (‘5 dpi peak’), 14 dpi (‘14 dpi peak’), 35 dpi (‘35 dpi peak’), and one that steadily rose over time (‘general rise’) (Fig. 3A; Fig. S4).

Fig. 3.

Regenerating mandibles after lateral resections exhibit transcriptomic similarities to regenerating limbs, but progress at a slower pace. (A) Four representative k-means clusters depicting ‘5 dpi peak’, ‘14 dpi peak’, ‘35 dpi peak’ and ‘general rise’ phases of mandible regeneration after lateral resection. (B) The top ten significantly enriched Gene Ontology (GO) terms for the ‘5 dpi peak’, ‘14 dpi peak’, ‘35 dpi peak’ and ‘general rise’ phases. (C) Schematic representation of time points and datasets used for the comparisons between mandible and limb regeneration. The axolotl shown is R.A.’s and S.D.K.’s 3-year-old pet axolotl, Normando. (D) Four representative k-means clusters depicting ‘early peak’ [3 h post amputation (hpa) to 3 days post amputation (dpa), ‘mid peak’ (3-14 dpa), ‘late rise’ (14-28 dpa) and ‘general rise’ phases of limb regeneration. Data are from Stewart et al. (2013). (E) Heatmap exhibiting the percentage of ‘shared genes’ within each mandible group that is expressed in each limb group. (F) Top ten significantly enriched GO terms of the specified shared genes. Enriched GO terms are sorted by increasing P-value. EMT, epithelial-to-mesenchymal transition; UV-A, ultraviolet A radiation.

Fig. 3.

Regenerating mandibles after lateral resections exhibit transcriptomic similarities to regenerating limbs, but progress at a slower pace. (A) Four representative k-means clusters depicting ‘5 dpi peak’, ‘14 dpi peak’, ‘35 dpi peak’ and ‘general rise’ phases of mandible regeneration after lateral resection. (B) The top ten significantly enriched Gene Ontology (GO) terms for the ‘5 dpi peak’, ‘14 dpi peak’, ‘35 dpi peak’ and ‘general rise’ phases. (C) Schematic representation of time points and datasets used for the comparisons between mandible and limb regeneration. The axolotl shown is R.A.’s and S.D.K.’s 3-year-old pet axolotl, Normando. (D) Four representative k-means clusters depicting ‘early peak’ [3 h post amputation (hpa) to 3 days post amputation (dpa), ‘mid peak’ (3-14 dpa), ‘late rise’ (14-28 dpa) and ‘general rise’ phases of limb regeneration. Data are from Stewart et al. (2013). (E) Heatmap exhibiting the percentage of ‘shared genes’ within each mandible group that is expressed in each limb group. (F) Top ten significantly enriched GO terms of the specified shared genes. Enriched GO terms are sorted by increasing P-value. EMT, epithelial-to-mesenchymal transition; UV-A, ultraviolet A radiation.

We then subjected the genes in each of these four groupings to Gene Ontology (GO) analysis to gain a better insight of the biological processes occurring during these four phases of regeneration (Fig. 3B; Tables S7-S10). This revealed that genes belonging to the ‘5 dpi peak’ group were mostly enriched in terms generally related to muscle contraction (expressing genes, such as Tnni1, Tnni2, Myh1) and sarcomere organization (e.g. Tpm1, Ankrd1, Myoz1) (Table S7). In contrast, terms enriched in the ‘14 dpi peak’ group were mostly related to processes such as cell adhesion (Itgb2, Itga5, Thbs1, Thbs4), ECM disassembly (Mmp1, Mmp9, Mmp10, Mmp13), cell migration (Tgfb1, Wnt5b, Mdk, Snai1) and ECM organization (Kazald2, Adamts4, Col7a1, Matn2) (Table S8). Remarkably, there were signs of an ongoing immune response even 2 weeks after the injury, as GO terms associated with defense against viruses (Rtp4, Ifitm1, RnaseL, Mx1) and the innate immune response (Arg1, Mpeg1, Treml1, Marco, Csf1r) were found to be enriched in the ‘14 dpi peak’ group. In the ‘35 dpi peak’ group, besides a continuing prevalence of terms related to ECM organization, we also saw terms specifically associated with collagen fibril organization (Lum, Fmod, Col2a1, Col9a1), skeletal system development (Acan, Cnmd, Pth1r, Hapln1), and regulation of bone mineralization and ossification (Phospho1, Omd, Matn1, Col11a1), which corresponded to the cartilage formation and intramembranous ossification detected at this time by histological analysis (Table S9). Finally, most of the terms enriched in the ‘general rise’ group were similar to those enriched in the ‘35 dpi peak’ group, being predominantly related to cell adhesion, collagen fibril organization, ECM organization and ossification (Table S10). However, we noted that both angiogenesis (Pdgfrb, Acvrl1, Sox18, Hspg2) and elastic fiber assembly (Fbl5, Ltbp3, Ltbp4, Efemp2) were also enriched terms in our dataset, suggesting the progressive regeneration of blood vessels in the affected region.

We next asked how transcriptionally similar regeneration of the laterally resected mandible was to the regenerating limb, one of the most studied structures in the axolotl (Fig. 3C). To investigate this, RNA-seq read data following long-term limb regeneration in axolotls were obtained from published data (Stewart et al., 2013). Data from the limb were handled in the same manner as the jaw and were likewise subjected to a k-means clustering algorithm, which grouped genes into 23 clusters based on their expression over time (Fig. S5, Tables S4 and S5). Filtration of the genes following clustering left us with 5163 genes of interest, more than double the amount identified in the jaw. Interestingly, although the number of genes of interest identified in both structures varied widely from each other, almost 70% (1458 out of 2134 genes) of genes expressed in the lower jaw were shared with those in the limb (Table S6).

As in the lower jaw, subsets of these clusters grouped together into broader patterns of gene expression. For ease of comparison, 17 clusters were chosen that could be categorized into four groups corresponding to broad regeneration phases: ‘early peak’, comprising clusters with peaks in the early phases of regeneration [3 hours post amputation (hpa) to 3 days post amputation (dpa)]; ‘mid peak’, comprising clusters peaking during the intermediate phases of limb regeneration (3-14 dpa); ‘late rise’, containing clusters that peak at the later stages of limb regeneration (14-28 dpa); and ‘general rise’, including clusters that demonstrated a steady increase over time (Fig. 3D; Fig. S6, Table S5). We next examined the transcriptomic similarities between the mandible and limb in these four regeneration phases by assessing the amount of genes within each lower jaw category that were present in each limb grouping, which we designated as shared genes (Fig. 3E; Table S6). This approach revealed that 64.50% of the total shared genes in the ‘5 dpi peak’ jaw group were found in the ‘early peak’ limb group. This indicated that the expression of many genes within the first days of regeneration was common to both mandible and limb regeneration, and GO analysis found that these genes were mostly associated with muscle contraction (Fig. 3F; Table S11). Notably, 59.76% of the shared genes between the ‘5 dpi peak’ jaw group and the ‘early peak’ limb group actually peaked at 3 hpa in the limb, and then returned to basal levels or lower by 1 dpa (Table S6). Thus, their presence at 5 dpi in the mandible indicates that many genes associated with the initial wound response are expressed for a longer time in the lower jaw.

Interestingly, the ‘14 dpi peak’ mandible group displayed high overlap with different limb groupings, as 44.39% and 38.79% of shared genes in this set were present in the limb ‘early peak’ and ‘mid peak’ groups, respectively (Fig. 3E). GO analysis showed that, in both cases, there was an enrichment in genes related to processes of cell migration, cell adhesion, ECM disassembly and ECM organization (Fig. 3F; Tables S11 and S12), all of which previously associated with the formation of a blastema (reviewed by Aires et al., 2020). Yet, there were noticeable differences in the composition of the shared genes within the jaw group and each of the two limb groups. Specifically, the shared genes between the jaw ‘14 dpi peak’ group and the limb ‘early peak’ group showcased a higher diversity of matrix metalloproteinases (Mmp1, Mmp3, Mmp9, Mmp10, Mmp13) compared to only two (Mmp11 and Mmp13) in the limb ‘mid peak’ group. The former thus correlates more closely with the earlier stages of limb regeneration, in which histolysis mostly occurs (Vinarsky et al., 2005; Yang and Bryant, 1994). Additionally, this group of shared genes was also enriched in factors related to the immune and inflammatory responses, which are likewise typical of early limb regeneration. In contrast, the genes in the jaw ‘14 dpi peak’ group that were shared with the limb ‘mid peak’ group were particularly enriched in terms linked to mid-to-later stages of limb regeneration, such as cell proliferation (Tgfb1, Mdk, Thbs4), epithelial-to-mesenchymal transition (Snai1, Hgf, Flna) and osteoblast differentiation (Vcan, Cbfb, Lox, Spp1, Tnc) (Fig. 3F; Table S13). Moreover, we saw that Kazald2 [previously identified as Kazald1 in Bryant et al. (2017), see Materials and Methods] was present among these shared genes and is specifically expressed in the limb blastema. Therefore, these observations suggested two concurrent stages of regeneration taking place in the 14 dpi lower jaw: an earlier phase in which the immune response and histolysis are still occurring, and a later phase characterized by the presence of a blastema, as well as cartilage and bone formation. Indeed, this was supported by our histological evidence at this time point, as the distal stump already exhibited robust cartilage growth, whereas none was yet observed in the proximal stump. It may also suggest that regeneration in at least a part of the mandible is starting to progress at a slower pace than in the limb.

This idea was further supported by the surprising find that 51.90% of shared genes in the ‘general rise’ mandible group were present in the ‘mid peak’ limb group, instead of the expected ‘late rise’ or ‘general rise’ groupings (Table S14). Additionally, the low percentage of shared genes at late-stage jaw and limb time points (‘35 dpi peak’ and ‘general rise’ jaw groups versus ‘late rise’ and ‘general rise’ limb groups) likely reflects the fact that, by this time, the limb is becoming terminally differentiated and, thus, not expressing genes that would be found in the mandible. Although the lower jaw might also be expressing genes associated with differentiated tissues, the high number of expressed genes that are shared with those expressed in earlier phases in the limb implies that parts of the jaw are still actively regenerating at this time and, thus, mandible regeneration is overall delayed compared to that of the limb.

Finally, we looked for enrichment of important signaling pathways involved in regeneration and found that pathways such as Fgf, Wnt/β-catenin, TGF-β, hedgehog and interleukin signaling were enriched during mandible regeneration (Fig. S7).

Altogether, our results indicate that limb and laterally resected lower jaw regeneration share significant transcriptional similarities, especially in the early stages. Specifically, we could distinguish all the major stages typical of the regeneration of a complex structure in our model: earlier phases of muscle contraction-associated gene expression, immune system response and tissue histolysis; processes involved in blastema formation, such as cell migration, proliferation and adhesion; and later stages of tissue differentiation, such as cartilage and bone formation. However, our comparisons with the limb revealed mandible regeneration to proceed at a slower pace, especially during the mid-to-late stages, and that this rate can be different even in different regions within the regenerating structure.

Regeneration of lateral mandible defects is associated to the formation of a WE/AEC and a blastema

Finally, we investigated whether factors previously demonstrated to be important for blastema and WE/AEC formation during limb regeneration are likewise present during lower jaw regeneration. One marker particularly associated with the limb blastema is Kazald2 (Bryant et al., 2017), which our analyses of limb RNA-seq found to belong to cluster 15 and thus be part of the ‘mid peak’ limb expression grouping (Fig. 3D). In the jaw, this gene fell into cluster 7, which was part of the ‘14 dpi peak’ grouping (Fig. 3A). Furthermore, in situ hybridization (ISH) analysis revealed that this gene was detected at 14 dpi, specifically in the mesenchymal cells composing part of the blastema-like structure (Fig. 4B). This similarity in expression pattern and timing confirmed that Kazald2 expression is restricted to blastemal stages in both the regenerating limb and mandible.

Fig. 4.

Regenerating mandibles express known markers involved in limb regeneration. (A) Immunofluorescence of PRRX1 and PCNA in intact mandibles at the beginning (Intact) and end (90d Intact) of the experiment, and resected mandibles at 5, 14, 35 and 90 dpi. All Movat's Pentachrome images are from insets in Fig. 2 and Fig. S2, and are given here to provide tissue context. Dotted lines show the outline of cartilage and ossified tissue. Gray arrowheads indicate the position of the medial symphysis in intact animals; white arrowheads highlight double-positive cells. (B) In situ hybridization of Kazald2 and Krt17 in intact mandibles at the beginning (Intact) and end (90d Intact) of the experiment, and resected mandibles at 5, 14, 35 and 90 dpi. Dotted lines show the outline of cartilage and ossified tissue; continuous lines indicate the border between the wound epithelium/apical epidermal cap and the underlying mesenchyme. Scale bars: 250 µm. (C) Quantification of the percentage of PCNA+ and PRRX1+ cells in intact mandibles at the beginning (Intact) and end (90d Intact) of the experiment, and in resected mandibles at 5, 14, 35 and 90 dpi. ‘90d intact’ indicates a non-resected control axolotl obtained from the same clutch and assessed after 90 days. Bars show the mean±s.d. n=1 (animals per time point). (D) Temporal dynamics of proliferation marker gene expression in regenerating mandibles. n=2 (animals per time point). Each symbol represents the mean values of expression.

Fig. 4.

Regenerating mandibles express known markers involved in limb regeneration. (A) Immunofluorescence of PRRX1 and PCNA in intact mandibles at the beginning (Intact) and end (90d Intact) of the experiment, and resected mandibles at 5, 14, 35 and 90 dpi. All Movat's Pentachrome images are from insets in Fig. 2 and Fig. S2, and are given here to provide tissue context. Dotted lines show the outline of cartilage and ossified tissue. Gray arrowheads indicate the position of the medial symphysis in intact animals; white arrowheads highlight double-positive cells. (B) In situ hybridization of Kazald2 and Krt17 in intact mandibles at the beginning (Intact) and end (90d Intact) of the experiment, and resected mandibles at 5, 14, 35 and 90 dpi. Dotted lines show the outline of cartilage and ossified tissue; continuous lines indicate the border between the wound epithelium/apical epidermal cap and the underlying mesenchyme. Scale bars: 250 µm. (C) Quantification of the percentage of PCNA+ and PRRX1+ cells in intact mandibles at the beginning (Intact) and end (90d Intact) of the experiment, and in resected mandibles at 5, 14, 35 and 90 dpi. ‘90d intact’ indicates a non-resected control axolotl obtained from the same clutch and assessed after 90 days. Bars show the mean±s.d. n=1 (animals per time point). (D) Temporal dynamics of proliferation marker gene expression in regenerating mandibles. n=2 (animals per time point). Each symbol represents the mean values of expression.

Another gene of interest was Krt17, previously shown to be differentially expressed in the WE/AER during limb regeneration (Leigh et al., 2018). Expression analysis by ISH in regenerating mandibles revealed that this gene was specifically detected in the WE at 5 dpi and was later found in the multilayered epithelium at 14 dpi (Fig. 4B). This indicates that these two structures observed at 5 and 14 dpi most likely correspond to the limb WE and AEC, respectively. Furthermore, similar to limb regeneration, in which Krt17 was included in the ‘mid peak’ group (cluster 2, Figs S5 and S6), Krt17 was included in the ‘14 dpi peak’ jaw group (cluster 7, Fig. 3A), further emphasizing the similarities between regeneration of the two structures.

Finally, we examined Prrx1 and Pcna. Prrx1 encodes a transcription factor that is activated in dermal fibroblasts, which are major contributors to limb blastema formation (Satoh et al., 2007), whereas Pcna encodes a commonly used marker of cell proliferation (Miyachi et al., 1978). Immunofluorescence for PCNA revealed that intact lower jaws exhibited little overall proliferation, and PRRX1 was present in a variety of tissues, including the mandibular cartilage, mesenchyme and cells of the medial symphysis (Fig. 4A, top and bottom rows; Fig. 4C). Following resection, by 5 dpi, we observed an increase in proliferation, specifically in the epithelium adjacent to the injury, in the perichondrium, and in cells of Meckel's cartilage proximal to the resection plane. Approximately 20% of these cells were also positive for PRRX1, particularly in the cartilage region that exhibited erosion of its ECM (Fig. 4A, white arrowhead in second row; Fig. 4C). At 14 dpi, cell proliferation and PRRX1 presence dramatically increased, especially in the mesenchymal blastema-like structure, where we detected that 35% of cells were double positive for PCNA and PRRX1 (Fig. 4A, white arrowhead in third row; Fig. 4C). We also saw considerable proliferation in the WE, which had developed an AEC-like appearance. By 35 dpi, both factors were still widely detected, but their co-expression substantially decreased. Proliferation was mostly observed in the connective tissue and nascent cartilage, whereas PRRX1 was chiefly present in more differentiated cartilage (Fig. 4A,C). Finally, at 90 dpi, PCNA and PRRX1 had mostly returned to intact levels. These proliferative changes agreed with the expression dynamics of marker genes shown to be associated with cell proliferation in RNA-seq datasets (Huang et al., 2022) in our regenerating mandible (Fig. 4D).

Importantly, the observed PRRX1 dynamics throughout jaw regeneration were consistent with our RNA-seq data, which placed this gene in cluster 9 of mandible regeneration, and thus part of its ‘general rise’ grouping (Fig. 3A). In contrast, in the limb, Prrx1 fell into cluster 15, which was part of its ‘mid peak’ grouping (Fig. 3D). This further supports the view that the lower jaw regenerates at a slower pace than the limb, especially at later stages of regeneration.

In conclusion, morphological, histological and transcriptomic data all suggest that, similar to the limb, laterally resected mandibles regenerate through the formation of a blastema and a WE/AEC that disappear in later stages of tissue differentiation. Moreover, expression analysis of marker genes for the blastema and WE/AEC reinforces and validates our previously found transcriptomic parallels between mandible and limb regeneration in the axolotl. Specifically, the robust cell proliferation and the presence of markers such as Kazald2, Krt17 and PRRX1 point towards a common underlying blastemal molecular signature in the mandible and limb, despite them being formed in different regions in the body with distinct embryonic origins.

Symphyseal and parasymphyseal fractures of the mandible account for about one-third of all mandibular fractures (Atilgan et al., 2010; Rashid et al., 2013), as this region is particularly susceptible to trauma. Apart from physical injuries, diseases such as cancer may frequently require the partial removal of the mandible and adjacent soft tissues to ensure the complete removal of the tumor (Eichberger et al., 2022). Thus, understanding how jaw repair could be improved has been the interest of much previous work.

Fundamental science has contributed to this field with several seminal studies in salamander jaw regeneration. These mostly described its progression and positional limits (Ghosh et al., 1994; Goss and Stagg, 1958), the effects of fracture and cartilage formation (Hall and Hanken, 1985), and how specific features such as the regeneration of the dental lamina occur (Graver, 1973, 1974, 1978). In this study, we add to this body of work by analyzing the regeneration of full-thickness lateral defects in the symphyseal and parasymphyseal regions of the axolotl, which are similar to defects in humans, and comparing their molecular profiles to that of limb regeneration, as both structures are similar in their tissue complexity. This allowed us to discover morphological, histological and transcriptomic differences and similarities throughout the regeneration of these two structures.

Two-phased gap minimization is a major event in lateral mandibular regeneration in the axolotl

Macroscopic analysis revealed that one of the major events during axolotl lower jaw regeneration following lateral resection was a two-phased minimization of the defect: the first phase involved rapid tissue contraction within 1 dpi, whereas the second phase consisted of the displacement of the medial stump towards the defect during the second week of regeneration. Interestingly, displacement of the mandible stumps resulting in shifts of the midline was observed in previous studies of newt mandible regeneration, being reported either as a result of different rates of cartilage formation in lateral resections (Graver, 1978) or as a consequence of muscle retraction following distal transverse amputations (Ghosh et al., 1994; Goss and Stagg, 1958). A similar situation appears to also occur in humans following the fracture or loss of complete segments of the mandible, in which the direction of stump displacement depends on the localization of the defect in relation to the masticatory muscles (Onodera et al., 2023). In our study, the observed gap minimization may have likewise resulted from the sudden mobility of the stumps due to severance of muscles or, alternatively, from an active process directing these mechanical tissue readjustments. In fact, by 5 dpi, we observed an enrichment of GO terms associated with muscle contraction in the ‘5 dpi peak’ jaw group. This would not only contribute to the repair of the mandibular muscles, but it could also drive the observed second phase of gap minimization in the mandible from 7 dpi onwards. Given the essential role of the mandible in feeding behaviors (Lauder and Shaffer, 1985) minimization of the defect through muscle contraction would function as a ‘quick-fix’ solution for the animal by providing a semi-functional lower jaw to catch prey as it undergoes regeneration. However, the importance of gap minimization processes, as well as their contribution to the speed of mandible regeneration, remains unknown.

The axolotl mandible regenerates large defects by tissue growth and robust cartilage integration

The regenerative capabilities of the axolotl mandible after lateral resections are even more remarkable given the large size of the defect, which encompassed approximately 40% of one mandibular side. It is currently not known what the maximum defect size that can still trigger regeneration in the mandible is, or whether, like the newt, the axolotl mandible can regenerate after a transversal amputation encompassing both hemimandibles. Nevertheless, segmental defects of this size in the axolotl limb skeletal elements fail to regenerate, and the injury develops a fibrotic response, in which the gap is instead filled with collagen fibers, connective tissue and regenerating musculature (Chen et al., 2015). Interestingly, even when these defects are small enough to elicit a regenerative response, the ends of the fragments are frequently misaligned, failing to integrate and heal adequately without external intervention (Chen et al., 2015; Polikarpova et al., 2022). This is similar to injury cases in humans, in which extensive jaw defects also show tight connective tissue scarring in the area of the missing mandibular segment (Lilly et al., 2021). One likely explanation for this proficiency to regenerate large defects in the lower jaw is the combination of gap minimization processes with formation of cartilage from both the proximal and distal mandibular stumps. Indeed, bilateral cartilage growth was also described in earlier work focusing on lateral resections in the newt mandible (Graver, 1978). Interestingly, this shows that, both in the axolotl and newt, cartilage formation after lateral resections does not appear to follow the rule of distal transformation (i.e. of regenerating identities only distal to the amputation plane) as it does in the limb (Kragl et al., 2009). We have also noticed that, in the axolotl, the regenerated cartilage was continuous with the previously existing Meckel's cartilage in the proximal and distal stumps. This contrasted with adult newts, in which early chondrification in the proximal stump was generally initiated from and in direct contact with the prearticular bone (Ghosh et al., 1994; Goss and Stagg, 1958; Graver, 1978). This mode of cartilage regeneration would be another departure from that of the limb, in which new cartilage arises from the dedifferentiation and redifferentiation of fibroblasts into chondrocytes (Currie et al., 2016; Kragl et al., 2009).

Another important difference between regeneration of the limb and lower jaw is the process of bone formation, which follows their respective developmental modes of ossification (Olsen et al., 2000; Roberts and Hartsfield, 2004). In the mandible, we observed that the dentary bone was re-forming by intramembranous ossification from the proximal stump at 35 dpi, covering a significant portion of the new cartilage at 90 dpi. In contrast, post-regenerative ossification in the limb occurs through a cartilage intermediate, i.e. endochondral ossification (Olsen et al., 2000). Interestingly, we also found that both the coronoid and pre-articular bones had regenerated, as observed by the presence of new coronoidal teeth and the extension of new prearticular bone. Although the dentary bone is known to fully regenerate in both larval and adult newts, the prearticular bone is able to regrow only in the former (Goss and Stagg, 1958; Graver, 1978). To our knowledge, this is the first example of prearticular bone regeneration in juvenile salamanders. Still, more work is needed to explore not only the origin of blastema cells, but also the modes of cartilage and bone regeneration in the mandible.

Finally, in our experiments, no medial symphysis was reformed even 90 days after resection. Absence of medial symphysis regeneration has also been sometimes reported after transverse amputations in several species of salamanders (Graver, 1973, 1974; Kurosaka et al., 2008), but other studies in newt have suggested that it can be entirely reconstituted (Ghosh et al., 1994; Goss and Stagg, 1958). The medial symphysis is an important growth center of the mandible, persisting in most vertebrates except in mammals, in which it ossifies and becomes nearly undetectable (Biosse Duplan et al., 2016; Roberts and Hartsfield, 2004). In mammals, including humans, diseases or trauma injuring facial growth centers can lead to severe growth retardation and deformities (Cheong and Lo, 2011; Hofmann et al., 2023; Luo et al., 2016). Hence, the presence of the symphyseal region of the contralateral hemimandible in our resection models might have allowed cartilage formation to occur from its distal stump but resulted in the absence of the medial symphysis. However, the role of growth centers in axolotl lower jaw regeneration is still unknown.

The mandible and limb share a common regenerative program

Using the axolotl to study mandible regeneration allowed us to compare this process to that of the limb. Limb regeneration is, by far, the best-studied process in the axolotl, and its regenerative phases, as well as the molecular players involved, are relatively well known. Limb regeneration thus stands as the reference for the regeneration of any complex structure in the axolotl. Hence, our transcriptomic analysis enabled not only the characterization of the molecular mechanisms involved in mandible regeneration for the first time, but also an exploration of its similarities with the regenerating limb.

In general, the transcriptomic profile of the regenerating mandible at 5, 14 and 35 dpi fundamentally aligned with our histological observations. It also uncovered molecular signatures and signaling pathways associated with the main stages of regeneration in the lower jaw, such as the immune response, tissue histolysis, blastema formation, chondrogenesis and ossification. Importantly, comparison to the limb revealed that the transcriptomic profiles of both structures overlapped greatly, with approximately 70% of genes expressed in mandible regeneration also being expressed during limb regeneration. Of these, the highest overlap occurred specifically in the blastema-forming stages, which strongly indicates that the laterally resected mandible and limb share a common ‘blastema-forming’ molecular program. Indeed, we were able to validate these results by assessing the presence of three important limb regeneration markers: Kazald2, Prrx1 and Krt17. We confirmed that Kazald2 and Prrx1 were specifically found in our histologically identified blastema-like structure, matching what occurs in the limb blastema (Bryant et al., 2017; Satoh et al., 2007). Likewise, we detected Krt17 in the WE and AEC-like stratified epithelium of the regenerating mandible, just as it is during limb regeneration (Leigh et al., 2018).

Such similarities are somewhat remarkable, as these structures differ not only in their location, but also in their embryonic origins. However, the great parallels in tissue composition of these two structures, namely, a significant proportion of skeletal elements composed of cartilage and bone, might be a potential explanation. Molecularly, this is reflected by the presence of Prrx1 in the mesoderm and connective tissue during the development and regeneration of both structures (Leussink et al., 1995; Satoh et al., 2007). Another interesting possibility is that most of the shared genes could be related to the process of dedifferentiation itself, as studies in the limb showed that mature connective tissue cells, which compose the majority of the blastema (Dunis and Namenwirth, 1977; Kragl et al., 2009; Muneoka et al., 1986), dedifferentiate to revert to an embryonic limb bud-like phenotype during regeneration (Gerber et al., 2018). Ultimately, distinguishing between these two hypotheses will require more in-depth studies.

Mandible regeneration progresses at a slower pace than that in the limb

RNA-seq analysis also suggested that mandible regeneration occurred at a slower pace than that in the limb. In fact, we found that although a considerable proportion of genes belonging to the jaw ‘5 dpi peak’ were shared with the limb ‘early peak’ group, we surprisingly observed that a majority of them were mostly found to peak at 3 hpa in the limb and return to basal levels by 1 dpa. The extended presence of these genes in the mandible could be due to a variety of factors, such as the larger wound surface area, potential reinjury upon mouth movement, or just inherent differences between the tissues that make up the two structures. Regardless of the cause, this delay was found to persist throughout the remainder of mandible regeneration.

A clear example of this is in the lower jaw ‘14 dpi peak’ group. Although there was a significant overlap of its blastema-associated genes with the limb ‘mid peak’ group, which was confirmed by expression of Kazald2 and Krt17 in regenerating jaws at 14 dpi, we did detect differences in regenerative timing in different regions of the regenerating mandible at this time point. Mainly, our transcriptomic analysis detected that the ‘14 dpi peak’ lower jaw group still contained many genes from the ‘early peak’ limb group. Histologically, this was particularly evidenced by the fact that cartilage formation was more advanced in the distal stump than in the proximal stump at 14 dpi. The reasons for this timing discrepancy are currently unknown. However, resections through the distal side transversed the medial symphysis, which contained a significant number of PRRX1+ connective tissue cells in intact conditions. This raises the possibility that cells in the medial symphysis might remain primed and could thus be recruited more quickly for regeneration-associated growth than cells in the proximal stump, leading to different speeds of regeneration across the mandible.

Finally, the delay was most clearly evident in the late stages of regeneration, with many genes within the ‘mid peak’ limb group found to still be rising in expression at 35 dpi in the lower jaw. This was corroborated by the extensive presence of PRRX1 in regenerating jaws at 35 dpi, especially in the cartilage, which indicated that this factor had not yet returned to intact levels. Moreover, a recent study in limb regeneration conducted in similarly sized axolotls showed that all limb structures are fully re-formed by 38 dpa (Wells et al., 2021), contrasting with the lower jaw at this time point, which is still undergoing cartilage and bone formation.

Overall, these examples across different phases of regeneration in the mandible paint a picture of the mandible regenerating at a slower pace than the limb, especially as regeneration progresses to later stages, although identification of the exact reasons for this delay will require more work. However, although the mandible may regenerate slower than the limb, the regenerative program used is clearly shared with that of the limb's, which highlights the existence of conserved underlying mechanisms to regenerate structures and tissues in the axolotl.

Mandible regeneration after lateral resection is mostly complete after 90 days

Ultimately, we observed that the axolotl had regenerated all structures of the lower jaw by 90 dpi including, importantly, its mandibular skeletal elements and teeth. This agrees with previous studies showing that axolotls can fully regenerate their teeth 42 days after dentectomy (Makanae et al., 2020) and with the progression of mandible regeneration in the adult newt, in which mature teeth appear 8-10 weeks after amputation in the regenerated dentary bone (Goss and Stagg, 1958; Graver, 1978). This, in combination with the regrowth of all mandibular skeletal elements, indicates that overall regeneration of the axolotl mandible is mostly complete by 90 dpi, although the resected mandibles were still 9% smaller in perimeter than their uninjured counterparts. However, the fact that regenerating limbs in similarly sized axolotls can take up to 130 days to reach the size of the contralateral limb (Wells et al., 2021) suggests that resected mandibles at 90 dpi could still be undergoing a regenerative growth phase and that they could eventually achieve the size of an uninjured mandible.

One limitation of our study is that only one biological sample was used for histological, proliferation and ISH analyses at 5, 14 and 35 dpi. However, all conclusions obtained from these analyses were further supported by our macroscopic and RNA-seq observations.

In conclusion, by laterally resecting the symphyseal and parasymphyseal regions of the axolotl mandible, we demonstrate that axolotl lower jaw regeneration occurs successfully through two rounds of gap minimization, followed by blastema formation, bilateral cartilage growth, complete defect bridging by integration of the regenerated tissue into the pre-existing tissue, and robust bone formation. Moreover, by investigating the gene expression profile of regenerating lower jaws and performing comparative analysis against that of the limb, we found that they both exhibit similar phases of regeneration, but that mandible regeneration progresses at a slower pace. Finally, the great similarities between mandible and limb regeneration specifically in blastema stages hint at the existence of a common blastemal program that transcends differences in tissue locations and embryonic origins. These kinds of comparative studies of diverse regenerating structures in the same model organism are crucial to identify core mechanisms underlying the re-formation of complex structures and will most certainly shed light on the minimum requirements for a successful regeneration in vertebrates, as well as hint at the constraints limiting regeneration in mammals and humans.

Animal husbandry

Husbandry and experimental procedures were performed according to the Animal Ethics Committee of the State of Saxony, Germany. Animals used were selected by their size (snout-to-tail and snout-to-vent lengths). Axolotl (Ambystoma mexicanum) husbandry was performed in the Center for Regenerative Therapies Dresden axolotl facility using methodology adapted from Khattak et al. (2014) and according to the European Directive 2010/63/EU, Annex III, Table 9.1. Axolotls were kept in 18-19°C water at a room temperature (RT) of 20-22°C in a 12 h light/12 h dark cycle. Animals were housed in individual tanks categorized by a water surface area and a minimum water height. Axolotls with a snout-to-vent length of up to 5 cm were maintained in tanks with a water surface area of 180 cm2 and minimum water height of 4.5 cm. Axolotls with a snout-to-vent length of up to 9 cm were maintained in tanks with a water surface area of 448 cm2 and minimum water height of 8 cm.

Axolotl surgery

Resection was performed on a total of 12 juvenile d/d axolotls with a snout-to-tail length of 12 cm. Axolotls were placed in agar dishes filled with 0.01% benzocaine solution. Once anesthetized, a 5 mm paper guide was used to accurately place the resection site and remove the mandible leftwards from the midline. Intact animals (n=4) were anesthetized as before, but no resection was performed. The amputation began in the medial symphysis and comprised Meckel's cartilage, the surrounding bone, epidermis, loose connective tissue, muscle and gingiva. Following surgery, animals were moved to a different Petri dish for imaging. Table S1 contains lower jaw perimeter measurements and defect lengths at 0 dpi. Animals were checked every day to assess their health status. In this work, we used the nomenclature common in axolotl: distal for the proximity to the mandibular midline and proximal for the proximity to the mandibular joint. This differs from humans, in which the adjacent region to the midline in the lower jaw is called mesial, whereas the area closer to the joint is called distal.

Tissue collection

Tissue collection was performed by euthanizing animals by immersion in a lethal dosage of anesthesia (0.1% benzocaine). For paraffin embedding and sectioning, whole lower jaws were collected and fixed in 1× MEMFa (0.1 M MOPS pH 7.4, 2 mM EGTA, 1 mM MgSO4·7H2O and 3.7% formaldehyde) for at least 1 week at 4°C. For RNA-seq experiments, resected fragments after the initial surgery were used as the intact condition. These and the area of regenerated jaw corresponding to the initial surgery region at 5, 14 and 35 dpi were immediately flash frozen in liquid nitrogen and stored at −80°C until processing for RNA extraction.

RNA extraction, library preparation and sequencing

Sequencing was performed using two animals (biological replicates) per time point with no pooling. RNA extraction was performed using the RNAeasy Mini Kit (74104, Qiagen) according to the manufacturer's instructions. Samples were disrupted and homogenized using the NG010 Tissue Grinder Mixy Professional (NIPPON Genetics) in 600 µl of RLT Buffer (74104, Qiagen) containing β-mercaptoethanol (M6250, Sigma-Aldrich). Extracted RNA was stored at −80°C until it was processed for sequencing.

RNA-seq libraries were prepared using NEBNext Ultra II Directional RNA Lib Prep (Biomek i7) with estimated fragment sizes of 300-400 bp. Poly-dT pull down enrichment of mRNA was performed before sequencing 101 bp paired-end reads on an Illumina NovaSeq 6000 (Illumina), generating between 37 and 57 million read pairs per sample. RNA-seq raw data (FASTQ) have been deposited in the NCBI Gene Expression Omnibus with the accession number GSE271056. Read data for axolotl limb regeneration over the course of 28 days were downloaded from https://www.axolomics.org/ (Axolotl Timecourse Filtered Reads) (Stewart et al., 2013).

Read mapping and transcript expression analysis

Both our generated lower jaw reads and the downloaded limb FASTQ files were trimmed of adapter sequences and low-quality bases via the programs cutadapt (Martin, 2011) and fastq_quality_filter from the FASTX-Toolkit (https://github.com/agordon/fastx_toolkit), respectively. The reads were then mapped against the current axolotl reference genome (https://www.axolotl-omics.org/, AmexG_v6.0-DD) using HISAT2 v2.2.1 (Pertea et al., 2015) with standard parameters and a known-splicesite-infile created from the current axolotl annotation file (AmexT_v47-AmexG_v6.0-DD.gtf) via the hisat2_extract_splice_sites.py command. Reads were aligned with an average mapping rate of 96.02% for the jaw and 78.06% for the limb. Transcript quantification was then conducted using StringTie (Pertea et al., 2015) with standard parameters and the option of assembling novel transcripts. Finally, normalized counts per million (CPM) values for each sample were calculated using the Bioconductor package edgeR (Robinson et al., 2009) for R. Raw gene counts for mandible and limb can be found in Table S2. Normalized gene counts (CPM) are provided in Table S3.

k-means, GO and signaling pathway analysis

Gene expression data over time in the limb were clustered into distinct groups through the use of a k-means clustering algorithm (Hartigan and Wong, 1979) available in R. To improve the generation of clusters, genes with a very low mean expression value (CPM< 0.8) and very low variation (sample variance <0.4) were filtered out. Subsequently, owing to the low number of replicates per time point, a strict filtering process was applied. First, genes that never achieved a maximum expression value greater than 20 CPM were removed. Subsequently, a scaling multiplier for each gene based on its minimum expression value was calculated, and genes with a maximum to minimum CPM value ratio that did not surpass this multiplier were removed. Following this filtering, remaining gene CPM values over time were converted into z-scores to standardize their changes in expression (Table S4). The optimal numbers of clusters were determined to be 23 for the limb and 15 for the jaw via calculation and assessment of the gap statistic (Tibshirani et al., 2001). Finally, genes that possessed a good cluster score (Pearson correlation coefficient >0.75) were selected as our genes of interest (Table S5). Lists of the upregulated and downregulated genes of interest were analyzed for significantly enriched GO terms via DAVID v6.8 (Huang et al., 2009) and are available in Tables S7-S14. The presence of signaling pathways was assessed by uploading the lists of the genes of interest belonging to each group (‘5 dpi peak’, ‘14 dpi peak’, ‘35 dpi peak’ and ‘general rise’) to Ingenuity Pathway Analysis (Qiagen) and performing comparative analysis.

Time-course imaging and defect area and angle measurements

Time-course experiments were conducted in six animals, except for 90 dpi experiments, for which three animals were used. Imaging was performed using a Zeiss Discovery.V20 stereomicroscope (Plan S 0.63). The images were imported into ImageJ 1.53t (https://imagej.net/) using the Bio-Formats plug-in 6.11.1 (https:/docs.openmicroscopy.org/bio-formats/6.11.1/users/imagej/features.html). For the relative defect size measurements, the length of the defect, full jaw perimeter and hemimandible perimeter were measured using the segmental line tool, and the relative size was calculated. To measure the area of the defect over time, the polygon selection tool was used. To measure the observed fragment displacement, the angle tool was used to calculate the angle between the proximal endpoints of the mandible and the medial resection margin, according to the schematics in Fig. 1C. All measurements were repeated three times per animal and the average of the measured values was calculated.

For the quantification of defect area and angle of dislocation, six animals were used for all time points, except for the 90 dpi time point, for which three were used. The area of the defect was considered zero once tissue continuity at the mandible edge was observed. For the quantification of full mandible perimeter, three resected animals and one intact animal were used.

Statistical analysis was performed using Prism9 (GraphPad Software) for macOS. To assess differences in the area of defect, a one-way ANOVA using Dunnett's correction for multiple comparisons was performed between time points. To assess differences in distal stump displacement, a one-way ANOVA using a post hoc Tukey's multiple comparisons test was used to assess statistical significance. P-values <0.05 were considered statistically significant.

Sectioning and histological stainings

Histological stainings were performed at 5, 14 and 35 dpi and at 90 days with no injury (intact) using one animal per time point. For 0 and 90 dpi, three animals were used. Axolotl lower jaws were fixed in MEMFa and decalcified in 0.5 M EDTA for 3 weeks with daily changes of the solution. Sample embedding, sectioning and staining were performed by the Center for Molecular and Cellular Bioengineering (CMCB) Histology Facility, Dresden. Briefly, samples were dehydrated in a series of ethanol in RNase-free water until ethanol was 100%, and then embedded in paraffin. Longitudinal sections of 4.5 µm were generated using a Microm HM 355S microtome (Thermo Fisher). Movat's Pentachrome (Morphisto, 12057) staining was performed according to the manufacturer's instructions. Imaging was performed using an Olympus OVK automated slide scanner system (UPLFLN 4×/0.13 or UPLSAPO 10×/0.40). Six sections per animal and time point were used for histological analysis.

ISH in tissue sections

ISH was used to assess gene expression in sectioned tissues. Probes for axolotl Kazald2 and Krt17 were generated as previously described (Riquelme-Guzmán et al., 2022). Primer sequences for probe amplification were taken from Leigh et al. (2018) for Krt17 and from Bryant et al. (2017) for Kazald1. We reannotated the gene previously identified as Kazald1 as Kazald2 by using phylogenetic analysis conducted with aLeaves (Kuraku et al., 2013), which placed it within the clade containing actinopterygian (including zebrafish) Kazald2, instead of the clade containing mammalian Kazald1.

Briefly, slides were dewaxed in Roti-Histol (Carl Roth, 6640) and rehydrated through a series of ethanol in RNase-free water. After one wash in PBS, slides were fixed in 4% paraformaldehyde (PFA) with 0.2% glutaraldehyde for 20 min, washed twice in PBS, and treated with proteinase K (10 μg/ml in PBS) at 37°C for 10 min. Slides were washed again in PBS, post-fixed in 4% PFA, and incubated with 0.1 N HCl for 15 min. After being rinsed in 0.1 M triethanolamine at pH 7.5, slides were incubated in a freshly prepared solution of 0.1 M triethanolamine and 0.1 M acetic anhydride for 10 min. Next, slides were rinsed in PBS, then in RNase-free water, and incubated in prewarmed hybridization solution [50% formamide, 5× SSC (3 M NaCl, 300 mM sodium citrate, pH 5.5), 0.1% Tween 20, 50 μg/ml yeast tRNA, 100 μg/ml heparin, 1× Denhardt's solution, 0.1% CHAPS and 5 mM EDTA] for 1 h. Slides were next incubated with hybridization solution containing the RNA probe overnight at 65°C and then washed at 65°C the following day twice with prewarmed 5× SSC, 2× SSC and 0.2× SSC for 30 min each wash. Tissues were then washed at RT with TNE buffer (10 mM Tris-HCl pH 7.5, 500 mM NaCl, 1 mM EDTA), treated with RNase (20 μg/ml in TNE buffer) for 10 min, and washed again with TNE buffer. The tissue was equilibrated with MABT (100 mM maleic acid, 150 mM NaCl, 0.1% Tween 20), blocked with MABT/block [MABT containing 1% blocking reagent (Roche, 11096176001)] for 1 h at RT, and incubated with a 1:5000 dilution of alkaline phosphatase-conjugated anti-digoxigenin antibody (Roche, 11093274910) in MABT/block overnight at 4°C. After extensive washes with MABT at RT, slides were equilibrated in NTMT (100 mM Tris-HCl pH 9.5, 50 mM MgCl2, 100 mM NaCl, 0.1% Tween 20) and developed at RT in BM Purple (Roche, 11442074001). Reactions were stopped with PBS and fixed with 4% PFA overnight. Finally, slides were dehydrated in a series of ethanol in water, incubated 10 min in Roti-Histol, and mounted in Entellan (Sigma-Aldrich, 1.07961) for imaging using an Olympus OVK automated slide scanner system (UPLSAPO 10×/0.40). One animal per time point was analyzed. Each staining was performed in three sections per animal.

Immunofluorescence in tissue sections

Sections were first deparaffinized by incubating the slides for 10 min in Roti-Histol and rehydrated through a series of ethanol in RNase-free water. After three washes in 1× PBS, sections were subjected to antigen retrieval for 30 min at 95°C in sodium citrate buffer (10 mM sodium citrate, 0.005% Tween 20, pH 6.0). Slides were then allowed to cool down for 30 min before being washed three times with 1× PBS and blocked with blocking solution (1× PBS, 0.3% Triton X-100, 10% goat serum) for 1 h. Primary antibody incubation using rabbit anti-PRRX1 (Max Planck Institute of Molecular Cell Biology and Genetics antibody facility and a kind gift from Prayag Murawala, Mount Desert Island Biological Laboratory, Bar Harbor, ME) and mouse anti-PCNA conjugated with Alexa Fluor 647 (Santa Cruz Biotechnology, PC10, sc-56) was done in a blocking solution at 1:100 dilution overnight at 4°C. The following day, sections were washed three times with 1× PBS for 10 min and incubated with the secondary antibody goat anti-rabbit Alexa Fluor 568 (Invitrogen, A-11011, 1:1000) in blocking solution for 3 h at RT. Finally, sections were washed three times in 1× PBS, incubated with Hoechst 33258 (Abcam, ab228550, 1:1000) in 1× PBS for 10 min, rinsed in 1× PBS and mounted in VectaShield (Vector Laboratories, H-1000-10). Imaging was performed using a Zeiss LSM 780 confocal laser scanning microscope (Plan-apochromat 10×/0.45).

Image processing, analysis and quantification

All images were processed using Fiji (Schindelin et al., 2012). Processing involved selecting regions of interest, merging or splitting channels. Brightness and contrast were adjusted to the same levels in all images. Immunofluorescence and ISH were performed on sister slides through the same region of the same sample.

For quantification of proliferation (PCNA) and PRRX1+ cells, four areas of 300×300 µm encompassing cartilage and mesenchymatous tissue were analyzed using the Cell Count function in Fiji. One animal per time point and three sections per animal were quantified.

We would like to thank past and current members of the Sandoval-Guzmán lab for continuous support and companionship during the development of this work. We are also grateful to Anja Wagner, Beate Gruhl and Judith Konantz for their dedication to axolotl care. Finally, a very special thanks to Susanne Weiche of the Histology Facility, for her amazing work in sectioning and staining of the axolotl mandibles. These would not be nearly as nice without her incredible expertise. This work was supported by the Light Microscopy Facility, the Histology Facility and the Genome Facility, all of them Core Facilities of the CMCB Technology Platform at Technische Universität Dresden.

Author contributions

Conceptualization: J.K., R.A., S.D.K.; Methodology: J.K., R.A., S.D.K.; Validation: R.A., S.D.K.; Formal analysis: J.K., R.A., S.D.K.; Investigation: J.K., R.A., S.D.K.; Data curation: R.A., S.D.K.; Writing - original draft: J.K., R.A.; Writing - review & editing: J.K., R.A., S.D.K., T.S.-G.; Supervision: G.L., T.S.-G.; Project administration: T.S.-G.; Funding acquisition: T.A.S., G.L., T.S.-G.

Funding

R.A. was supported by a Alexander von Humboldt-Stiftung research fellowship (PRT 1208176 HFST-P) and a Deutsche Forschungsgemeinschaft (DFG) Eigene Stelle Grant (AI 214/1-1). S.D.K. was supported by the Dresden International Graduate School for Biomedicine and Bioengineering (DIGS-BB) graduate program. Open Access funding provided by Sächsische Landesbibliothek – Staats- und Universitätsbibliothek (SLUB) Dresden and the Technische Universität Dresden. Deposited in PMC for immediate release.

Data availability

All relevant data can be found within the article and its supplementary information. RNA-seq raw data have been deposited in the NCBI Gene Expression Omnibus with the accession number GSE271056.

Aires
,
R.
,
Keeley
,
S. D.
and
Sandoval-Guzmán
,
T.
(
2020
).
Basics of self-regeneration
. In:
Cell Engineering and Regeneration
(ed.
J. M.
Gimble
,
D.
Marolt Presen
,
R.
Oreffo
,
H.
Redl
and
S.
Wolbank
), pp.
691
-
734
.
Cham
:
Springer International Publishing
.
Atilgan
,
S.
,
Erol
,
B.
,
Yaman
,
F.
,
Yilmaz
,
N.
and
Ucan
,
M. C.
(
2010
).
Mandibular fractures: a comparative analysis between young and adult patients in the southeast region of Turkey
.
J. Appl. Oral Sci.
18
,
17
-
22
.
Atkins
,
J. B.
,
Houle
,
L.
,
Cantelon
,
A. S.
and
Maddin
,
H. C.
(
2020
).
Normal development in Ambystoma mexicanum: A complementary staging table for the skull based on Alizarin red S staining
.
Dev. Dyn.
249
,
656
-
665
.
Biosse Duplan
,
M.
,
Komla-Ebri
,
D.
,
Heuzé
,
Y.
,
Estibals
,
V.
,
Gaudas
,
E.
,
Kaci
,
N.
,
Benoist-Lasselin
,
C.
,
Zerah
,
M.
,
Kramer
,
I.
,
Kneissel
,
M.
et al. 
(
2016
).
Meckel's and condylar cartilages anomalies in achondroplasia result in defective development and growth of the mandible
.
Hum. Mol. Genet.
25
,
2997
-
3010
.
Bryant
,
D. M.
,
Johnson
,
K.
,
DiTommaso
,
T.
,
Tickle
,
T.
,
Couger
,
M. B.
,
Payzin-Dogru
,
D.
,
Lee
,
T. J.
,
Leigh
,
N. D.
,
Kuo
,
T.-H.
,
Davis
,
F. G.
et al. 
(
2017
).
A tissue-mapped axolotl De Novo transcriptome enables identification of limb regeneration factors
.
Cell Rep.
18
,
762
-
776
.
Charbonneau
,
A. M.
,
Roy
,
S.
and
Tran
,
S. D.
(
2016
).
Oral-facial tissue reconstruction in the regenerative axolotl
.
J. Exp. Zool. B Mol. Dev. Evol.
326
,
489
-
502
.
Charbonneau
,
A. M.
,
Åström
,
P.
,
Salo
,
T.
,
Roy
,
S.
and
Tran
,
S. D.
(
2021
).
Axolotls’ and mices’ oral-maxillofacial trephining wounds heal differently
.
Cells Tissues Organs
210
,
260
-
274
.
Chen
,
X.
,
Song
,
F.
,
Jhamb
,
D.
,
Li
,
J.
,
Bottino
,
M. C.
,
Palakal
,
M. J.
and
Stocum
,
D. L.
(
2015
).
The axolotl fibula as a model for the induction of regeneration across large segment defects in long bones of the extremities
.
PLoS One
10
,
e0130819
.
Cheong
,
Y.-W.
and
Lo
,
L.-J.
(
2011
).
Facial asymmetry: etiology, evaluation, and management
.
Chang Gung Med. J.
34
,
341
-
351
.
Currie
,
J. D.
,
Kawaguchi
,
A.
,
Traspas
,
R. M.
,
Schuez
,
M.
,
Chara
,
O.
and
Tanaka
,
E. M.
(
2016
).
Live imaging of axolotl digit regeneration reveals spatiotemporal choreography of diverse connective tissue progenitor pools
.
Dev. Cell
39
,
411
-
423
.
Davit–Béal
,
T.
,
Chisaka
,
H.
,
Delgado
,
S.
and
Sire
,
J.
(
2007
).
Amphibian teeth: current knowledge, unanswered questions, and some directions for future research
.
Biol. Rev.
82
,
49
-
81
.
Disa
,
J. J.
and
Cordeiro
,
P. G.
(
2000
).
Mandible reconstruction with microvascular surgery
.
Semin. Surg. Oncol.
19
,
226
-
234
.
Dunis
,
D. A.
and
Namenwirth
,
M.
(
1977
).
The role of grafted skin in the regeneration of X-irradiated axolotl limbs
.
Dev. Biol.
56
,
97
-
109
.
Echeverri
,
K.
,
Fei
,
J.
and
Tanaka
,
E. M.
(
2022
).
The Axolotl's journey to the modern molecular era
.
Curr. Top. Dev. Biol.
147
,
631
-
658
.
Eichberger
,
J.
,
Weber
,
F.
,
Spanier
,
G.
,
Gerken
,
M.
,
Schreml
,
S.
,
Schulz
,
D.
,
Fiedler
,
M.
,
Ludwig
,
N.
,
Bauer
,
R. J.
,
Reichert
,
T. E.
et al. 
(
2022
).
Loss of MMP-27 predicts mandibular bone invasion in oral squamous cell carcinoma
.
Cancers (Basel)
14
,
1
-
16
.
Gerber
,
T.
,
Murawala
,
P.
,
Knapp
,
D.
,
Masselink
,
W.
,
Schuez
,
M.
,
Hermann
,
S.
,
Gac-Santel
,
M.
,
Nowoshilow
,
S.
,
Kageyama
,
J.
,
Khattak
,
S.
et al. 
(
2018
).
Single-cell analysis uncovers convergence of cell identities during axolotl limb regeneration
.
Science
362
,
eaaq0681
.
Ghosh
,
S.
,
Thorogood
,
P.
and
Ferretti
,
P.
(
1994
).
Regenerative capability of upper and lower jaws in the newt
.
Int. J. Dev. Biol.
38
,
479
-
490
.
Gilbert
,
S. F.
(
1997
).
Developmental Biology
.
Sunderland, MA
:
Sinauer Associates
.
Goss
,
R. J.
and
Stagg
,
M. W.
(
1958
).
Regeneration of lower jaws in adult newts
.
J. Morphol.
102
,
289
-
309
.
Graver
,
H. T.
(
1973
).
The polarity of the dental lamina in the regenerating salamander jaw
.
J. Embryol. Exp. Morphol.
30
,
635
-
646
.
Graver
,
H. T.
(
1974
).
Origin of the dental lamina in the regenerating salamander jaw
.
J. Exp. Zool.
189
,
73
-
83
.
Graver
,
H. T.
(
1978
).
Re–regeneration of lower jaws and the dental lamina in adult urodeles
.
J. Morphol.
157
,
269
-
279
.
Hall
,
B. K.
and
Hanken
,
J.
(
1985
).
Repair of fractured lower jaws in the spotted salamander: do amphibians form secondary cartilage?
J. Exp. Zool.
233
,
359
-
368
.
Hartigan
,
J. A.
and
Wong
,
M. A.
(
1979
).
Algorithm AS 136: a K-means clustering algorithm
.
Appl. Stat.
28
,
100
.
Hofmann
,
E.
,
Koerdt
,
S.
,
Heiland
,
M.
,
Raguse
,
J.-D.
and
Voss
,
J. O.
(
2023
).
Pediatric maxillofacial trauma: insights into diagnosis and treatment of mandibular fractures in pediatric patients
.
Int. J. Clin. Pediatr. Dent.
16
,
499
-
509
.
Huang
,
D. W.
,
Sherman
,
B. T.
and
Lempicki
,
R. A.
(
2009
).
Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources
.
Nat. Protoc.
4
,
44
-
57
.
Huang
,
F.
,
Chen
,
L.
,
Guo
,
W.
,
Huang
,
T.
and
Cai
,
Y. D.
(
2022
).
Identification of human cell cycle phase markers based on single-cell RNA-seq data by using machine learning methods
.
Biomed. Res. Int.
2022
,
2516653
.
Khattak
,
S.
,
Murawala
,
P.
,
Andreas
,
H.
,
Kappert
,
V.
,
Schuez
,
M.
,
Sandoval-Guzmán
,
T.
,
Crawford
,
K.
and
Tanaka
,
E. M.
(
2014
).
Optimized axolotl (Ambystoma mexicanum) husbandry, breeding, metamorphosis, transgenesis and tamoxifen-mediated recombination
.
Nat. Protoc.
9
,
529
-
540
.
Kragl
,
M.
,
Knapp
,
D.
,
Nacu
,
E.
,
Khattak
,
S.
,
Maden
,
M.
,
Epperlein
,
H. H.
and
Tanaka
,
E. M.
(
2009
).
Cells keep a memory of their tissue origin during axolotl limb regeneration
.
Nature
460
,
60
-
65
.
Kuraku
,
S.
,
Zmasek
,
C. M.
,
Nishimura
,
O.
and
Katoh
,
K.
(
2013
).
aLeaves facilitates on-demand exploration of metazoan gene family trees on MAFFT sequence alignment server with enhanced interactivity
.
Nucleic Acids Res.
41
,
W22
-
W28
.
Kurosaka
,
H.
,
Takano-Yamamoto
,
T.
,
Yamashiro
,
T.
and
Agata
,
K.
(
2008
).
Comparison of molecular and cellular events during lower jaw regeneration of newt (Cynops pyrrhogaster) and West African clawed frog (Xenopus tropicalis)
.
Dev. Dyn.
237
,
354
-
365
.
Lauder
,
G. V.
and
Shaffer
,
H. B.
(
1985
).
Functional morphology of the feeding mechanism in aquatic ambystomatid salamanders
.
J. Morphol.
185
,
297
-
326
.
Leigh
,
N. D.
,
Dunlap
,
G. S.
,
Johnson
,
K.
,
Mariano
,
R.
,
Oshiro
,
R.
,
Wong
,
A. Y.
,
Bryant
,
D. M.
,
Miller
,
B. M.
,
Ratner
,
A.
,
Chen
,
A.
et al. 
(
2018
).
Transcriptomic landscape of the blastema niche in regenerating adult axolotl limbs at single-cell resolution
.
Nat. Commun.
9
,
5153
.
Leussink
,
B.
,
Brouwer
,
A.
,
El Khattabi
,
M.
,
Poelmann
,
R. E.
,
Gittenberger-de Groot
,
A. C.
and
Meijlink
,
F.
(
1995
).
Expression patterns of the paired-related homeobox genes MHox Prx1 and S8 Prx2 suggest roles in development of the heart and the forebrain
.
Mech. Dev.
52
,
51
-
64
.
Lilly
,
G. L.
,
Petrisor
,
D.
and
Wax
,
M. K.
(
2021
).
Mandibular rehabilitation: from the Andy Gump deformity to jaw-in-a-day
.
Laryngoscope Investig. Otolaryngol.
6
,
708
-
720
.
Luo
,
E.
,
Du
,
W.
,
Li
,
J.
,
Zhu
,
S.
,
Li
,
J.
and
Hu
,
J.
(
2016
).
Guideline for the treatment of condylar osteochondroma combined with secondary dentofacial deformities
.
J. Craniofac. Surg.
27
,
1156
-
1161
.
Makanae
,
A.
,
Tajika
,
Y.
,
Nishimura
,
K.
,
Saito
,
N.
,
Tanaka
,
J.
and
Satoh
,
A.
(
2020
).
Neural regulation in tooth regeneration of Ambystoma mexicanum
.
Sci. Rep.
10
,
9323
.
Martin
,
M.
(
2011
).
Cutadapt removes adapter sequences from high-throughput sequencing reads
EMBnet.journal
17
,
10
-
12
.
Miyachi
,
K.
,
Fritzler
,
M. J.
and
Tan
,
E. M.
(
1978
).
Autoantibody to a nuclear antigen in proliferating cells
.
J. Immunol.
121
,
2228
-
2234
.
Muneoka
,
K.
,
Fox
,
W. F.
and
Bryant
,
S. V.
(
1986
).
Cellular contribution from dermis and cartilage to the regenerating limb blastema in axolotls
.
Dev. Biol.
116
,
256
-
260
.
Nauth
,
A.
,
Schemitsch
,
E.
,
Norris
,
B.
,
Nollin
,
Z.
and
Watson
,
J. T.
(
2018
).
Critical-size bone defects: is there a consensus for diagnosis and treatment?
J. Orthop. Trauma
32
,
S7
-
S11
.
Neufeld
,
D. A.
and
Aulthouse
,
A. L.
(
1986
).
Association of mesenchyme with attenuated basement membranes during morphogenetic stages of newt limb regeneration
.
Am. J. Anat.
176
,
411
-
421
.
Olsen
,
B. R.
,
Reginato
,
A. M.
and
Wang
,
W.
(
2000
).
Bone development
.
Annu. Rev. Cell Dev. Biol.
16
,
191
-
220
.
Onodera
,
K.
,
Miyamoto
,
I.
,
Hoshi
,
I.
,
Kawamata
,
S.
,
Takahashi
,
N.
,
Shimazaki
,
N.
,
Kondo
,
H.
and
Yamada
,
H.
(
2023
).
Towards optimum mandibular reconstruction for dental occlusal rehabilitation: from preoperative virtual surgery to autogenous particulate cancellous bone and marrow graft with custom-made titanium mesh—a retrospective study
.
J. Clin. Med.
12
,
1122
.
Payzin-Dogru
,
D.
and
Whited
,
J. L.
(
2018
).
An integrative framework for salamander and mouse limb regeneration
.
Int. J. Dev. Biol.
62
,
393
-
402
.
Pertea
,
M.
,
Pertea
,
G. M.
,
Antonescu
,
C. M.
,
Chang
,
T. C.
,
Mendell
,
J. T.
and
Salzberg
,
S. L.
(
2015
).
StringTie enables improved reconstruction of a transcriptome from RNA-seq reads
.
Nat. Biotechnol.
33
,
290
-
295
.
Polikarpova
,
A.
,
Ellinghaus
,
A.
,
Schmidt-Bleek
,
O.
,
Grosser
,
L.
,
Bucher
,
C. H.
,
Duda
,
G. N.
,
Tanaka
,
E. M.
and
Schmidt-Bleek
,
K.
(
2022
).
The specialist in regeneration—the Axolotl—a suitable model to study bone healing?
NPJ Regen. Med.
7
,
35
.
Rashid
,
A.
,
Eyeson
,
J.
,
Haider
,
D.
,
Van Gijn
,
D.
and
Fan
,
K.
(
2013
).
Incidence and patterns of mandibular fractures during a 5-year period in a London teaching hospital
.
Br. J. Oral Maxillofac. Surg.
51
,
794
-
798
.
Reitemeier
,
B.
,
Schöne
,
C.
,
Lesche
,
R.
,
Lauer
,
G.
,
Schulz
,
M. C.
and
Markwardt
,
J.
(
2016
).
Contour identical implants to bridge mandibular continuity defects - individually generated by LaserCUSING® - a feasibility study in animal cadavers
.
Head Face Med.
12
,
17
.
Riquelme-Guzmán
,
C.
,
Tsai
,
S. L.
,
Carreon Paz
,
K.
,
Nguyen
,
C.
,
Oriola
,
D.
,
Schuez
,
M.
,
Brugués
,
J.
,
Currie
,
J. D.
and
Sandoval-Guzmán
,
T.
(
2022
).
Osteoclast-mediated resorption primes the skeleton for successful integration during axolotl limb regeneration
.
Elife
11
,
e489662
.
Roberts
,
W. E.
and
Hartsfield
,
J. K.
(
2004
).
Bone development and function: genetic and environmental mechanisms
.
Semin. Orthod.
10
,
100
-
122
.
Robinson
,
M. D.
,
McCarthy
,
D. J.
and
Smyth
,
G. K.
(
2009
).
edgeR: a bioconductor package for differential expression analysis of digital gene expression data
.
Bioinformatics
26
,
139
-
140
.
Satoh
,
A.
,
Gardiner
,
D. M.
,
Bryant
,
S. V.
and
Endo
,
T.
(
2007
).
Nerve-induced ectopic limb blastemas in the axolotl are equivalent to amputation-induced blastemas
.
Dev. Biol.
312
,
231
-
244
.
Schemitsch
,
E. H.
(
2017
).
Size matters: defining critical in bone defect size!
.
J. Orthop. Trauma
31
,
S20
-
S22
.
Schindelin
,
J.
,
Arganda-Carreras
,
I.
,
Frise
,
E.
,
Kaynig
,
V.
,
Longair
,
M.
,
Pietzsch
,
T.
,
Preibisch
,
S.
,
Rueden
,
C.
,
Saalfeld
,
S.
,
Schmid
,
B.
et al. 
(
2012
).
Fiji: an open-source platform for biological-image analysis
.
Nat. Methods
9
,
676
-
682
.
Simon
,
A.
and
Tanaka
,
E. M.
(
2013
).
Limb regeneration
.
Wiley Interdiscip. Rev. Dev. Biol.
2
,
291
-
300
.
Stewart
,
R.
,
Rascón
,
C. A.
,
Tian
,
S.
,
Nie
,
J.
,
Barry
,
C.
,
Chu
,
L. F.
,
Ardalani
,
H.
,
Wagner
,
R. J.
,
Probasco
,
M. D.
,
Bolin
,
J. M.
et al. 
(
2013
).
Comparative RNA-seq analysis in the unsequenced axolotl: the oncogene burst highlights early gene expression in the blastema
.
PLoS Comput. Biol.
9
,
e1002936
.
Tanaka
,
E. M.
(
2016
).
The molecular and cellular choreography of appendage regeneration
.
Cell
165
,
1598
-
1608
.
Tibshirani
,
R.
,
Walther
,
G.
and
Hastie
,
T.
(
2001
).
Estimating the number of clusters in a data set via the gap statistic
.
J. R. Stat. Soc. Ser. B Stat. Methodol.
63
,
411
-
423
.
Vinarsky
,
V.
,
Atkinson
,
D. L.
,
Stevenson
,
T. J.
,
Keating
,
M. T.
and
Odelberg
,
S. J.
(
2005
).
Normal newt limb regeneration requires matrix metalloproteinase function
.
Dev. Biol.
279
,
86
-
98
.
Wells
,
K. M.
,
Kelley
,
K.
,
Baumel
,
M.
,
Vieira
,
W. A.
and
McCusker
,
C. D.
(
2021
).
Neural control of growth and size in the axolotl limb regenerate
.
Elife
10
,
e68584
.
Yang
,
E. V.
and
Bryant
,
S. V.
(
1994
).
Developmental regulation of a matrix metalloproteinase during regeneration of axolotl appendages
.
Dev. Biol.
166
,
696
-
703
.

Competing interests

The authors declare no competing or financial interests.

This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0), which permits unrestricted use, distribution and reproduction in any medium provided that the original work is properly attributed.