{'fraction_non_alphanumeric': 0.03807012918534142, 'fraction_numerical': 0.02762984445030319, 'mean_word_length': 4.912094763092269, 'pattern_counts': {'":': 0, '<': 11, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 1, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 11, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
The impact of age, sex, disc height loss and T1 slope on the upper and lower cervical lordosis: a large-scale radiologic study

To clarify the relative influence of age, sex, disc height loss and T1 slope on upper (Occiput-C2) and lower cervical lordosis (C2–C7). Standing lateral cervical radiographs of 865 adult subjects were evaluated. The presence and severity of disc height loss from C2/C3 to C6/C7 (a total of 4325 discs) were assessed using a validated grading system. The total disc height loss score for each subject was calculated as the sum of the score of each disc space. Sagittal radiographic parameters included: occipital slope, occiput-C2 (Oc-C2) lordosis, C2–C7 lordosis and T1 slope. Multivariable regression analyses were performed to examine the relative influence of the multiple factors on upper and lower cervical lordosis. This study included 360 males and 505 females, with a mean age of 40.2 ± 16.0 years (range, 20–95 years). Linear multivariate regression analyses showed that greater age, male sex, greater T1 slope were each found to be significantly and independently associated with greater C2–C7 lordosis, whereas total disc height loss score was negatively associated with C2–C7 lordosis. T1 slope had the most independent influence on C2–C7 lordosis among these factors. Age, sex and disc height loss were not independently associated with Oc-C2 lordosis. Results from our large-scale radiologic analysis may enhance the understanding of the factors that affect cervical lordosis, indicating that age, sex, disc height loss and T1 slope were each independently associated with C2–C7 lordosis. However, age, sex and disc height loss were not independently associated with upper cervical lordosis.


Introduction
Cervical lordosis is one of the critical parameters of cervical and global sagittal alignment [1,2]. Although the functional and clinical importance of cervical lordosis have been widely investigated and highlighted, the factors affecting the lordotic curve of cervical spine have not been explored in detail. The cervical lordosis is influenced by several factors. Recently, numerous studies extensively investigated the impact of age and sex on the cervical lordosis, but the published data showed conflicting findings. For example, prior studies documented that cervical lordosis (i.e. C2-C7 lordotic angle) increased with ageing and there was no difference between males and females [3,4]. On the contrary, a meta-analysis showed that the cervical lordosis was higher in males than in females and there was no significant relationship between lordosis and age [5].
Age-related change of cervical intervertebral disc height loss is one of the most clinically relevant degenerative phenotypes which can be extracted from lateral plain radiographs [6,7]. For example, disc height loss has been applied widely as one of the criteria for the radiographic diagnosis of adjacent segment pathology after anterior cervical surgeries for degenerative cervical diseases [8]. It has been previously reported that loss of cervical lordosis was associated with loss of disc space height [7,9]. Despite this, the independent influence of the severity of disc height loss on cervical lordosis is still not extensively documented in any large-scale radiographic study after adjustment for age [7,10].
T1 slope has recently emerged as one of the critical determinants of cervical lordosis [11], and it has been documented that the greater is T1 slope, the larger is the cervical lordosis needed to maintain horizontal gaze. Very recent studies showed that T1 slope itself was significantly influenced by age and sex [3,4]. Additionally, C2-C7 lordosis is interconnected with other occipitocervical alignment parameters, such as occipital slope and occiput-C2 angle [3,11].
Thus far, the relative influence of age, sex, the extent of disc height loss and T1 slope on upper (occiput-C2) and lower cervical lordosis (C2-C7 angles) remains unknown. This knowledge gap exists since the majority of the previous investigations included a limited sample size, a narrowage range or did not analyse these common factors together within one study sample. In addition, the analyses were fairly limited and did not account for the potential confounding or interaction effects, making interpretation of the findings a challenge and a continued point of discussion.
A fundamental understanding of the factors that affect cervical lordosis is critical to future studies involving cervical lordosis. In this paper, we aim at specifically clarifying the relative influence of age, sex, disc height loss and T1 slope on the upper and lower cervical lordosis by means of a retrospective analysis of the lateral radiographs of 865 adult subjects.

Study sample
A retrospective radiographic study was performed, following approval by the local ethical committee board. In this study, neutral lateral cervical radiographs of 865 adult subjects from a single university hospital between 2016 and 2019 were analysed. The dataset was similarly used in a previous study [6]. The standing lateral plain radiographs of the cervical spine were taken routinely with the subject in a comfortable upright position and the arms positioned at the side of the body, and with horizontal gaze. In this work, exclusion criteria were: (1) subjects younger than 20 years of age; (2) a history of previous surgery; (3) congenital abnormalities, fractures, tumour, infection or inflammatory arthritis; (4) invisible superior endplate of T1 vertebral body; and (5) incorrect head position as previously described [12,13].

Sagittal radiographic measurements
Occipital slope is defined as the angle between the McRae line and the horizontal line; occipital slope angles were considered positive when the angles opened above the horizontal line [3,14]. Occiput-C2 lordosis (Oc-C2) is defined as the angle between the McRae line and the inferior endplate of C2 [3,11]. C2-C7 lordosis is defined as the angle between the posterior body tangents on C2 and C7 [15]. According to previous studies [3,11], cervical lordosis was divided into upper lordosis (Oc-C2 angle) and lower lordosis (C2-C7 angle). Lordotic angles are positive, and kyphotic angles are negative in this study. T1 sagittal slope is defined as the angle between the upper endplate of the T1 vertebral body and the horizontal line [11]. T1 slope angles were considered positive when the angles opened below the horizontal line. Examples of measurements of occipital slope, Oc-C2 and C2-C7 lordosis and T1 slope are all shown in Fig. 1.

Scoring for radiographic disc height loss
The presence and severity of intervertebral disc space height loss from C2/C3 to C6/C7 (a total of 4325 intervertebral discs) in this study were scored according to Kettler's grading scheme [16]. Briefly, disc height loss was scored for each disc space with respect to the normative values in the population: "normal" (0 points), if there was no height loss; "minimal" (1 point), if less than 30% decrease in disc height; "moderate" (2 points), if the decrease in disc height was more than 33% but less than 66%; "severe" (3 points), if the decrease in disc height was more than 66%. The total disc height loss score for each patient was calculated as the sum of the score of each disc space and possibly ranged from 0 to 15.
The sagittal radiographic evaluation was performed using with Surgimap software (Version 2.3.2.1, New York, NY). All the radiographs were evaluated by a spinal surgeon, and excellent reproducibility was noted for the cervical sagittal radiographic parameters (range of intraclass correlation coefficient from 0.91 to 0.97) and for the radiographic disc height loss (0.87, by weighted kappa statistic) [17].

Statistical analysis
Descriptive analysis was performed for radiographic parameters. Mann-Whitney U test was used to compare the differences of continuous variables between males and females. Spearman's rank correlation coefficient (r) was performed to investigate the relationship among the radiographic parameters and age. The strength of the correlation was classified as negligible (0.00-0.10), weak (0.10-0.39), moderate (0.40-0.69), strong (0.70-0.89) and very strong (0.90-1.00) [18].
Stepwise multivariate linear regression analysis was carried out to examine the relative influence of age, sex, disc height loss and T1 slope on the upper and lower cervical lordosis (e.g. Oc-C2 and C2-C7 lordosis angles). The values of p < 0.05 were considered to indicate statistical significance. All statistical analyses were performed using IBM SPSS software version 27.0.

Results
The current study included 360 males and 505 females, with a mean age of 40.2 ± 16.0 years (range, 20-95 years). Table 1 illustrates the distribution of subjects in this study.

Influence of sex and age on sagittal parameters and disc height loss
In general, males had higher C2-C7 lordosis than females, whereas the mean Oc-C2 lordosis was larger in females than that in males (p < 0.0001, respectively). In addition, males had larger T1 slope than females (p < 0.0001), whereas the mean occipital slope was greater in females than that in males (p = 0.012). The detailed sex-related differences in the sagittal parameters at each age group are presented in Fig. 2.
Among the all subjects, there were weak but significant positive correlations between age and C2-C7 lordosis (r = 0.247, p < 0.0001), occipital slope (r = 0.143, p < 0.0001) and T1 slope (r = 0.187, p < 0.0001), but no significant correlation between Oc-C2 lordosis with age was found (p = 0.765). The detailed results of correlations between age and the sagittal parameters of cervical spine in males and females are presented in Fig. 3.
In this cohort, 42.8% (370/865) of all individuals showed radiographic disc height loss. The moderate and severe disc height loss were more commonly found at C5/C6 and C6/ C7 disc levels (Fig. 4). The mean total disc height loss score was 1.3 ± 2.0 (range: 0-11), and there was no significant  Fig. 3 Correlation between age and sagittal parameters and total disc height loss in males and females difference between males and females in terms of the total disc height loss score (p = 0.067) (Fig. 5). There was strong statistical correlation between age and total disc height loss score (r = 0.709, p < 0.0001) among all subjects. Furthermore, there was strong positive correlation between age and total disc height loss score in females and of moderate correlation in males (Fig. 3).

Correlations among the cervical sagittal parameters
Among all subjects, there were weak but significant positive correlations between occipital slope and upper (r = 0.284, p < 0.0001) and lower cervical lordosis (r = 0.151, p < 0.0001). Moderate negative correlation between Oc-C2 and C2-C7 lordosis was found (r = 0.400, p < 0.0001). There was significant moderate positive correlation between T1 slope and C2-C7 lordosis (r = 0.633, p < 0.0001), whereas no direct correlation between T1 slope and Oc-C2 lordosis was noted (p = 0.546). The detailed correlations among the sagittal parameters in males and females are presented in Figs. 6, 7, 8. These results of  correlations among the cervical sagittal parameters were similar to previous studies [3,11].

Results of multivariate analysis
As presented in Table 2, T1 slope affected Oc-C2 angle, whereas no independent association of age, sex and total disc height loss score with upper cervical lordosis. The combined influence explained 58.2% of the variability in the Oc-C2 lordosis (R = 0.763, R 2 = 0.582). When age, sex, total disc height loss score, T1 slope and occipitocervical parameters were taken together, multivariate analysis showed that greater age, male sex, greater T1 slope and occipital slope were significantly associated with greater C2-C7 lordosis, whereas total disc height loss score and Oc-C2 angle were negatively associated with C2-C7 lordosis ( Table 2). Moreover, T1 slope had a greater influence (larger β coefficient) on C2-C7 lordosis than any of the other independent variables in the regression model. The combined influence explained 77.3% of the variability in the C2-C7 lordosis (R = 0.879, R 2 = 0.773).

Discussion
To our knowledge, this is the first study that specially clarifies the relative influences of age, sex, the extent of disc height loss and T1 slope on the upper and lower cervical lordosis using multivariate analyses with the largest cervical lateral radiographs currently available. Importantly, among several independent variables studied in our study, we found that T1 slope had the greatest independent influence on C2-C7 lordosis. In addition, age, sex and disc height loss were not independently associated with upper lordosis ( Table 2).
We found that C2-C7 lordosis significantly increased with age. To date, the influence of age on cervical lordosis is still being debated. For instance, Yokoyama et al. [19] reported that age was significantly associated with C2-C7 lordosis, which was consistent with our study. However,   a meta-analysis showed no evidence that C2-C7 lordosis was influenced by age [5]. In addition, we found that there was no significant impact of age on Oc-C2 lordosis; similar results were reported in previous investigations [3,11]. Consequently, our results from multivariate analyses add to the evidence that the lower cervical lordosis was affected by age. The increase in cervical lordosis observed with ageing likely reflects the progressive loss of sagittal balance due to degeneration and osteoporosis in the thoracolumbar spine [2,20], which was, however, not documented in this paper which did not include radiographs of the full trunk [2,3,14].
Our results showed that lower cervical lordosis (C2-C7 lordosis) was significantly and independently associated with sex after adjustment for various factors. Currently, the sex-related difference in cervical lordosis also remains controversial. A recent meta-analysis reported that males had greater C2-C7 lordosis than females (C2-C7 angles with posterior tangent method) [5], which was consistent with our data. Additionally, in this study, we found that sex was not associated with Oc-C2 lordosis, as previously described [3,11]. Collectively, these findings suggested that the influence of sex on the lower cervical lordosis should not be ignored in the future studies [12,21].
In this study, as expected, we found that radiographic disc height loss was most severely seen at C5/C6 followed by C6/C7, and the total score for disc height loss significantly increased with age. These results were in good agreement with previous study [7]. In fact, very few large-scale radiological studies directly investigated the independent influence of the extent of disc height loss on upper and lower cervical lordosis after adjusting age and other cervical sagittal parameters. Our multivariate analysis demonstrated that with an increasing severity of disc height loss was significantly associated with the reduction in C2-C7 lordosis. This finding agreed with previous studies [7,9]. Interestingly, we noted that the extent of disc height loss was not independently associated with Oc-C2 lordosis. Altogether, our results not only confirmed that the close association between cervical lordosis and the extent of disc height loss, but also suggested that age-related disc space collapse was independently associated with loss of cervical lordosis in the C2-C7 region but not in the Oc-C2 segment.
Our results showed that males had larger T1 slope than females, and T1 slope itself significantly increased with ageing, which were consistent with recent radiographic studies [3,4]. In our study, results from correlation analysis showed that T1 slope was moderately related to C2-C7 lordosis; C2-C7 lordosis was inversely related with Oc-C2 lordosis, whereas there was no direct relation between T1 slope and Oc-C2, skipping the C2-C7 lordosis. Similar results were presented by Lee et al. [11]. Of importance, in our study, multivariate analysis showed that not only T1 slope was significantly associated with C2-C7 lordosis, but it also had the greatest influence on C2-C7 lordosis ( Table 2). These results indicated the reciprocal compensatory mechanism of cervical sagittal alignment to maintain horizontal gaze. Taken together, our large radiographic analyses further confirmed and emphasized the importance of T1 slope in determining sagittal balance of the cervical spine [11,14].
This study has several limitations. First, since cross-sectional nature of the present study, theoretically, longitudinal studies may provide more detail information on the nature course of ageing in the cervical lordosis profiles. Second, the present study has a retrospective design and clinical data such as patient symptoms were not available; therefore, the association of the radiographic parameters with pain and disability could not be investigated. Third, our study did not allow us to determine the causal relationships among the radiographic parameters and other soft tissue parameters that may play a role, since magnetic resonance images were not available for the cohort. Fourth, in this study, there was no ethnic record and the cervical radiograph was obtained from a single hospital; in fact, the effect of ethnicity on the sagittal alignments of the cervical spine should be taken into consideration to determine if our results are globally generalizable [22]. Fifth, the number of subjects aged over 70 years was small, the results in the older population may be less accurate than those of the younger age groups. Last but not least, this study did not include lateral radiographs of the full body or of the full trunk, and the relationship between cervical lordosis and other global sagittal parameters, such as thoracolumbar alignments and knee flexion angle, could therefore not to be discussed [2,3,14]. The upper and lower cervical spine was anatomically complex, and various factors may affect the lordotic curve of cervical spine. As such, prospective multicentre investigations are further needed to account for other factors to extend our results, such as genetic predisposition [23], history of cervical trauma [24] or the condition of posterior neck muscles [25].
Despite these limitations, we believe that results from our large-scale study will improve the understanding of the importance of these factors in determining the cervical lordosis, and findings would serve as references for future investigations involving the cervical lordotic curvature.

Conclusion
The current study described the relative influence of age, sex, the extent of disc height loss and T1 slope on cervical lordosis. We found that T1 slope had the greatest influence on C2-C7 lordosis among the common variables studied in our study. Additionally, age, sex and disc height loss were not independently associated with upper cervical lordosis.