To identify clinical and histological predictors of the need for treatment intensification (TI) in patients with newly diagnosed lupus nephritis (LN).
MethodsThirty-seven patients with biopsy-proven lupus nephritis diagnosed between 2015 and 2023 were included. Patients were stratified into those receiving standard therapy (steroids and mycophenolate mofetil) and those requiring treatment intensification (addition of calcineurin inhibitors, belimumab or other therapies). Treatment intensification predictors and complete and partial remission rates were assessed over 104 weeks.
ResultsTreatment intensification was necessary in 51.4% of patients. Proteinuria at 12 weeks (p=0.008) and chronicity index in the biopsy (p=0.02) were associated with treatment intensification in the univariate analysis. An exploratory multivariable logistic regression in the subgroup with chronicity index available (n=24) showed associations of 12-week proteinuria (OR 6.016; 95% Confidence Interval: 1.284–114.742, p=0.014), and lower chronicity index (OR 0.518; 95% Confidence Interval 0.107–0.937, p=0.024) with treatment intensification. The overall response rate (complete+partial remission) reached 91.4% at 104 weeks. Steroids were successfully withdrawn in 31.4% of patients by week 104.
ConclusionWithin a real-world cohort of patients with lupus nephritis, a low-risk subgroup – characterized by early proteinuria reduction and higher chronicity index on initial biopsy – may be suitable for management with dual therapy alone, although this hypothesis requires confirmation in larger prospective cohorts. Close monitoring of 12-week proteinuria and histological indices may help identify high-risk patients who require triple therapy intensification.
Identificar predictores clínicos e histológicos de la necesidad de intensificación de tratamiento (TI) en pacientes con nuevo diagnóstico de nefritis lúpica (LN).
Material y métodosSe incluyeron 37 pacientes con LN diagnosticada mediante biopsia entre 2015 y 2023. Se estratificó a los pacientes entre los que recibieron terapia standard (basada en esteroides y micofenolato) y los que requirieron intensificación de tratamiento (adición de inhibidores de la calcineurina, belimumab u otras terapias). Se valoraron los predictores de intensificación de tratamiento y las tasas de remisión parcial y completa a las 104 semanas.
ResultadosSe necesitó intensificación del tratamiento en el 51.4% de los pacientes. La proteinuria a las 12 semanas (p = 0.008) y un menor índice de cronicidad en la biopsia (p = 0.02) se asociaron con intensificar el tratamiento en el análisis univariable. Un análisis multivariable exploratorio mediante regresión logística en el grupo con índice de cronicidad disponible (n =24) demostró una correlación entre la proteinuria a las 12 semanas (OR 6.016; Intervalo de confianza 95%: 1.284–114.742, p = 0.014), y el bajo índice de cronicidad (OR 0.518; Intervalo de confianza 95% 0.107–0.937, p = 0.024) con la intensificación de tratamiento. La respuesta global (remisión completa + parcial) alcanzó el 91.4% a las 104 semanas. Se pudieron retirar los esteroides en el 31,4% de los pacientes durante las 104 semanas de seguimiento.
ConclusiónEn el contexto de una cohorte de pacientes con nefritis lúpica en la vida renal, un subgrupo de bajo riesgo – caracterizado por una reducción rápida de la proteinuria y un elevado índice de cronicidad en la biopsia – podrían ser candidatos a un manejo basado en esteroides y micofenolato, aunque esta hipótesis requiere confirmación en cohortes prospectivas de mayor tamaño. La monitorización de la proteinuria a 12 semanas y de los índices histológicos podría ser útil para identificar aquellos pacientes de alto riesgo que requieren intensificación del tratamiento.
Lupus nephritis (LN) affects 20–60% of patients with Systemic Lupus Erythematosus (SLE)1,2 and progresses to end-stage kidney disease (ESKD) in 10% of them.3 Recent clinical trials4,5 have spurred a new interest in early multi-targeted treatment strategies aimed at achieving higher rates of complete remission and facilitating quicker steroid withdrawal. This approach is supported by recent guidelines.1
However, this new paradigm carries the risk of overtreating specific subgroups of LN patients who could achieve high remission rates with standard dual therapy (i.e. steroids and mycophenolate). Conversely, identifying high risk patients who require combined treatment regimens is crucial. Since the clinical and histological features required to guide this stratification are not clearly characterized,6 we examined a cohort of patients with newly diagnosed LN from our center to assess these possible predictors.
MethodsStudy populationThis retrospective study included patients diagnosed with LN by kidney biopsy, according to ISN/RPS criteria7 between 2015 and 2023, who initiated follow-up in our joint Rheumatology and Nephrology clinic. Exclusion criteria included: patients with a prior kidney biopsy compatible with LN; patients who had initiated LN treatment prior to first visit at our center, and patients who had been previously followed for LN at another institution. Patients lost to follow-up before week 12 were also excluded.
Patients were categorized into two groups: Firstly, those who followed our institutional protocol for the treatment of lupus nephritis (LN) which consists of a Standard Therapy (ST) approach based on corticosteroids—administered either as intravenous boluses or at an initial oral dose of 0.5mg/kg/day, tapered by 5mg/week upon achieving partial remission—and mycophenolate mofetil (MMF) 1000mg twice daily (2g/day)—as induction dose and maintained throughout the follow-up period, with dose adjustments permitted at the treating clinician's discretion—; and, secondly, those who needed Treatment Intensification (TI), mainly with belimumab, calcineurin inhibitors (CNIs), according to Spanish GLOSEN Guidelines, which recommend escalation if proteinuria reduction fails to exceed 25% at three months from treatment initiation.
Aims and outcomesThe primary objective of this study was to identify clinical and histological predictors of ST maintenance or escalation to TI.
Secondary endpoints included: First, partial remission (PR) and complete remission (CR) rates at 26, 52 and 104 weeks in patients with LN treated according to either the ST or TI protocol at our institution and identification of possible CR rates predictors; second, assessment of steroid-free remission rates, time to corticosteroid withdrawal and cumulative dose of steroids; and third, the incidence and nature of immunosuppression-related adverse events.
Definitions and data collectionCR was defined as: proteinuria<0.5g/24h, inactive urinary sediment (<5 red blood cells per high-power field [RBC/hpf]), serum albumin>3.5g/dl and a normal estimated glomerular filtration rate (eGFR) or less than 10% below baseline. PR was defined as proteinuria reduction>50% with values between 0.6 and 3.5g/24h, hematuria reduction to <10RBC/hpf, serum albumin>3g/dl and normal eGFR or ≤25% inferior to baseline values. Patients not meeting CR or PR criteria were classified as non-responders. Relapse was defined as: Reappearance or significant increase of hematuria (>15RBC/hpf); increase of proteinuria (≥1g/24h in patients on CR or increase equal or higher than 50% of baseline proteinuria in patients on PR) or eGFR decrease higher than 25% after ruling out other causes.
Baseline and follow-up data were retrospectively collected from medical records, including epidemiological, clinical and laboratory data at diagnosis and at 12, 26, 52 and 104 weeks since LN debut.
Statistical analysesStatistical analyses were performed using IBM SPSS Statistics (version 27). Continuous variables are expressed as median (interquartile range) and were compared using the Mann–Whitney U test. Categorical variables are expressed as frequencies and percentages and were compared using the Chi-square test or Fisher's exact test, as appropriate. Statistical significance was set at p<0.05.
An exploratory multivariable analysis using Firth's penalized likelihood logistic regression was performed to assess variables associated with treatment intensification and complete remission. Candidate variables and covariates were selected based on statistical significance in the univariate analysis (p<0.05) and clinical relevance. This selection process was data-driven and not pre-specified.
ResultsBaseline and lupus nephritis characteristics (Table 1)Our cohort included 37 patients (94.6% female, 48.6%, Hispanic), with a median age of 38 years at LN diagnosis (interquartile range [IQR] 26–51 years). The median time from SLE onset to LN diagnosis was 5 months (IQR 0–140.5 months) with LN diagnosed concurrently at SLE onset in 15 patients (40.5%). 26 patients had extrarenal manifestations at diagnosis, with arthritis being the most frequent (n=19, 51.4%).
Baseline characteristics.
| Global (n=37) | Standard therapy (n=18) | Treatment intensification (n=19) | p | |
|---|---|---|---|---|
| Age, years (IQR) | 38 (26–51) | 44.5 (27–51) | 30 (24–49.5) | 0.29 |
| Sex, female (%) | 35 (94.6%) | 17 (94.4%) | 18 (94.7%) | 1.000 |
| Ethnicity | 0.23 | |||
| Hispanic | 18 (48.6%) | 9 (50%) | 9 (47.4%) | |
| Caucasian | 15 (40.5%) | 9 (50%) | 6 (31.6%) | |
| Asian | 3 (8.1%) | 0 (0%) | 3 (15.8%) | |
| African American | 1 (2.7%) | 0 (0%) | 1 (5.3%) | |
| Body mass index (kg/m2), median (IQR) | 25.84 (21.28–28.35) | 27.10 (21.55–28.63) | 24.64 (20.36–28.07) | 0.62 |
| Hypertension, n (%) | 13 (35.1%) | 8 (44.4%) | 5 (26.3%) | 0.31 |
| Diabetes, n (%) | 0 (0%) | 0 (0%) | 0 (0%) | N/A |
| Time between SLE diagnosis and LN onset, months (IQR) | 5 (0–140.5) | 27.50 (0–145) | 4 (0–138) | 0.54 |
| Proliferative class in the biopsy, n (%) | 29 (78.4%) | 16 (88.9%) | 13 (68.4%) | 0.23 |
| Activity index, median (IQR)a | 4 (1–7.50) | 3 (1–4.25) | 6 (1–9) | 0.37 |
| Chronicity index, median (IQR)a | 1 (0–2) | 1 (1–3) | 0 (0–1) | 0.02 |
| eGFR (ml/min/1.73m2), median (IQR) | 104 (60.5–122.50) | 90 (53–121.25) | 104 (62–129) | 0.22 |
| eGFR<60ml/min/1.73m2, n (%) | 9 (24.3%) | 5 (27.8%) | 4 (21.1%) | 0.71 |
| Proteinuria (g/24h), median (IQR) | 1.85 (0.88–2.82) | 1.28 (0.80–2.53) | 2.24 (1.01–3.20) | 0.16 |
| Hematuria, n (%) | 25 (67.6%) | 13 (72.2%) | 12 (66.7%) | 0.72 |
IQR: interquartile range; SLE: systemic lupus erythematosus; LN: lupus nephritis; eGFR: estimated glomerular filtration rate.
Median proteinuria and eGFR were 1.85g/24h (IQR 0.88–2.82) and 104ml/min/1.73m2 (IQR 60.50–122.50), respectively. Hematuria was present in 67.6% of the patients in our cohort. Hypocomplementemia (86.5%) and anti-dsDNA positivity (70.3%) were frequently observed.
Histologically, class IV (37.8%) and V (18.9%) LN were the most common. The median activity and chronicity index were 4 (IQR 1–7.50) and 1 (IQR 0–2), respectively.
Treatment characteristicsInduction therapy mainly consisted of MMF and steroids (n=34, 91.9%). Hydroxychloroquine was used in 29 patients (78.4%). Treatment intensification (TI) was required in 19 patients (51.4%), with tacrolimus (n=8, 21.6%) and belimumab (n=5; 13.5%), being the most frequently added immunosuppressants. The median time from LN diagnosis to TI was 113 days (IQR: 52–339), with 8 patients (42.1%) requiring TI within the first 12 weeks (Supplementary Table 1). No statistically significant difference was observed in time to TI between patients who received tacrolimus and those who received belimumab (p=0.602). Among ST patients, 2 (11.1%) and 3 (16.7%) met GLOSEN criteria for treatment intensification at 12 and 26 weeks, respectively, but were managed without treatment escalation at the clinician's discretion.
Comparison between Standard Treatment (ST) and Treatment Intensification (TI) groups and predictors for treatment intensification (Tables 1 and 2)At LN diagnosis, baseline eGFR was comparable between the ST (n=18) and TI (n=19) groups (median eGFR 90 vs 104ml/min/1.73m2, p=0.22) Although baseline proteinuria was higher in the TI group (2.24g/24h vs 1.28g/24h in the ST group), this difference did not reach statistical significance (p=0.16).
Treatment response at 104 weeks.
| Global (n=35)** | Standard therapy (n=17) | Treatment intensification (n=18) | p | |
|---|---|---|---|---|
| Complete remission, n (%) | 22 (62.8%) | 14 (82.4%) | 8 (44.4%) | 0.035 |
| Partial remission, n (%) | 10 (28.6%) | 3 (17.6%) | 7 (38.9%) | 0.27 |
| Non-response, n (%) | 3 (8.6%) | 0 (0%) | 3 (16.7%) | 0.23 |
| eGFR (ml/min/1.73m2), median (IQR) | 104 (87–122) | 97 (81–120) | 105 (91.5–126.25) | 0.87 |
| eGFR<60ml/min/1.73m2, n (%) | 4 (11.4%) | 2 (11.8%) | 2 (11.1%) | 1 |
| Proteinuria (g/24h), median (IQR) | 0.31 (0.12–0.66) | 0.25 (0.09–0.42) | 0.64 (0.18–1.12) | 0.03 |
| Steroid withdrawal n (%) | 11 (31.4%) | 8 (47.1%) | 3 (16.7%) | 0.075 |
| Steroid dose, (mg) median (IQR) | 5 (2.5–5) | 5 (2.5–5) | 5 (2.5–7.5) | 0.11 |
| Cumulative steroid dose through week 104, mg (IQR) | 5577 (3816.25–7612.50) | 5375 (3841.87–6461.25) | 6615 (3363.75–7970) | 0.29 |
IQR: interquartile range; eGFR: estimated glomerular filtration rate.
Chronicity and activity indices were only available in 24 biopsies. We observed a significantly higher chronicity index in the ST group [median 1 (IQR 1–3) vs 0 (IQR 0–1), p=0.02]. No significant difference was observed in the activity index [median 3 (IQR 1–4.25) in the ST group vs 6 (IQR 1–9) in the TI group, p=0.37].
Proteinuria at 12 weeks after disease onset was significantly higher in the TI group (1.35 vs. 0.47g/24h, p=0.008) and there was a trend toward significant differences in proteinuria throughout the follow-up: 1.05 vs 0.29 (p=0.15) at 26 weeks; 0.74 vs 0.25 (p=0.07) at 52 weeks and 0.64 vs 0.25 (p=0.03) at 104 weeks (Supplementary Table 2).
In the exploratory multivariable analysis using Firth's penalized likelihood logistic regression [n=24, Events per variable (EPV)=4.5] of the subgroup of patients with chronicity index available on biopsy, higher proteinuria at 12 weeks was associated with treatment intensification [Odds ratio (OR) 6.016; 95% Confidence Interval (CI) 1.284–114.742, p=0.014], while a higher chronicity index was associated with lower probability of treatment intensification (OR 0.518; 95%CI 0.107–0.937, p=0.024). These associations arise from an exploratory model in a small subset (n=24) and should not be interpreted as validated predictors. (Supplementary Table 3).
Complete remission rates and predictors of complete remission35 patients reached end of follow-up. Overall response rates (CR+PR) for the total cohort increased progressively, reaching 91.4% at 104 weeks (Fig. 1). When comparing groups at 104 weeks, the rate of CR was higher in the ST group than in the TI group (82.4% vs. 44.4%, p=0.035). No statistically significant difference in CR rates was observed between patients who received earlier TI (within the first 12 weeks) and those who received later TI (37.5% vs 50%, respectively; p=0.664).
When patients who had a complete remission at 104 weeks (n=22) were compared with those who did not (n=13), baseline proteinuria was significantly higher among non-responders (p=0.012), while the activity index showed a non-significant trend toward higher values in this group (p=0.084) (Supplementary Table 4).
Based on univariate results and clinical relevance, baseline proteinuria and activity index were selected as candidate variables for an exploratory multivariable model. In the exploratory multivariable analysis (n=24, Firth's penalized likelihood method), higher proteinuria at debut showed a trend toward association with non-achievement of CR (OR 0.626, 95%CI 0.263–1.016, p=0.061), while activity index did not reach statistical significance (OR 0.891, 95%CI 0.674–1.162, p=0.395).
5 relapses (15.6%) were registered. Four of them presented with a doubling of proteinuria, while one was characterized by hematuria recurrence. There was no statistically significant difference in relapse rates between the ST and TI groups (6.3% vs 25%, p=0.33).
Steroid useBy week 104, steroids were successfully withdrawn in 11 patients (31.4%). The median oral prednisone dose at this point was 5mg/day in both groups. Remarkably, all but 4 patients were receiving prednisone doses of 5mg or lower at that point. Median cumulative steroid dose at the end of follow up was 5577mg (IQR 3816.25–7612.50), and no statistically significant differences were found between both groups (p=0.29).
Adverse eventsSix patients (16.2%) suffered severe infections requiring hospitalization. Two deaths occurred during the study: one at 6 months, due to SARS-CoV-2 infection, and another at 16 months due to an epidermoid carcinoma of unknown origin. Given the short interval between SLE diagnosis and the malignancy, the carcinoma was considered unrelated to immunosuppressive therapy.
DiscussionOur cohort achieved an overall response rate (CR and PR) of 91.4% after 104 weeks of follow-up. While pivotal trials such as ALMS8 and Euro-lupus9 achieved high remission rates using MMF or cyclophosphamide, a significant subset of patients still fails to respond, increasing the risk of End-Stage Kidney Disease (ESKD).
Recent trials for belimumab,5 voclosporin,4 and obinutuzumab10 have reported notable CR rates of 43%, 41%, and 46.4%, respectively, within relatively short follow-up periods (52–104 weeks). Consequently, KDIGO LN guidelines1 propose a multi-target induction therapy combining steroids, mycophenolic acid analogs, and either a calcineurin inhibitor or belimumab as a first-line alternative to traditional dual therapy. These recommendations are also reflected in the Spanish GLOSEN guidelines,11 which emphasize early immunosuppression intensification if proteinuria does not decrease by at least 25% within the first three months.
Our institution standard of care is based on steroids and MMF. However, additional treatment was needed in 51.4% of patients in our cohort, mainly in patients with persistently higher proteinuria at 12 weeks, which is consistent with GLOSEN recommendations, and lower chronicity index in the biopsy at debut, according to the exploratory multivariable analysis. When comparing groups at 104 weeks, the rate of CR was higher in the ST group than in the TI group. This difference should be interpreted with caution, as it likely reflects indication bias, as patients in the TI group were escalated because of inadequate early response according to GLOSEN criteria, making direct efficacy comparisons between groups inappropriate.
Our exploratory findings suggest that, within this small cohort, in patients presenting with persistently higher proteinuria at 12 weeks and a low chronicity index in the biopsy at debut, clinicians should consider a more proactive approach based on triple therapy schemes. Conversely, patients with low grade proteinuria and a higher chronicity index may not require triple therapy, especially if the activity index is low.
The finding regarding chronicity indices is puzzling and counterintuitive, given that greater chronicity and lower activity are generally associated with worse long-term renal prognosis. A higher chronicity index at the time of diagnosis may reflect a predominantly fibrotic, ‘burnt-out’ lesion with reduced ongoing immune-mediated injury, rather than an actively inflamed glomerulus. Accordingly, clinicians may have been less inclined to intensify therapy in this subgroup. The prognostic value of chronicity indices has been assessed in previous studies focused on the role of repeat biopsies to guide the immunosuppression.12 It is important to emphasize that this finding should not be interpreted as suggesting that chronicity is a favorable prognostic marker. Rather, it may identify a specific subgroup of patients in whom the dominant histological process at presentation is chronic and irreversible, and in whom the incremental benefit of treatment intensification may be limited. This hypothesis is exploratory and requires prospective validation in larger cohorts.
Similarly, higher proteinuria at diagnosis and at 12 weeks may serve as a surrogate marker of increased immunological activity and, accordingly, current guidelines recommend its use as an indicator for treatment intensification.1,11,13
Similar findings were observed when evaluating predictors of complete remission. In the exploratory multivariable analysis, higher baseline proteinuria showed a trend toward a lower likelihood of achieving complete remission at 104 weeks, whereas the histological activity index was not independently associated with this outcome. Although these results should be interpreted with caution due to the limited sample size and the exploratory nature of the analysis, they suggest that baseline proteinuria may help identify patients who require closer monitoring and earlier consideration of treatment intensification.
In this study, we described the primary predictors of treatment intensification in a real-world cohort of patients with lupus nephritis. We identified histological and clinical biomarkers that may help define a “low-risk” subgroup, suitable for standard therapy with corticosteroids and MMF. These “low-risk” patients were good responders and could benefit from less intense immunosuppression regimens.
We also observed encouraging results regarding steroid use, as prednisone was discontinued in 11 patients and was maintained at low doses in the rest, which could mitigate risks of genomic-mediated adverse events such as infections, hypertension, diabetes, and osteoporosis.14
Several limitations to our study must be acknowledged: First, the retrospective design of the study precludes causal inference, although it is worth noting that our data is consistent with findings from published clinical trials and retrospective cohorts. Second, the small sample size represents a major limitation restricting the generalisability of our conclusions and the significance of the multivariable analysis - this is particularly relevant to the counterintuitive chronicity index finding, which is difficult to interpret reliably in an underpowered dataset. Third, the TI group was heterogeneous, comprising patients who received agents with distinct mechanisms of action (belimumab or calcineurin inhibitors), selected at the treating clinician's discretion. Although no significant difference in time to TI was identified between patients receiving tacrolimus and those receiving belimumab, the study was underpowered to detect meaningful differences within this subgroup. Fourth, the non-randomized allocation to ST or TI groups introduces an indication bias, as patients perceived as having more severe or refractory disease were preferentially escalated. Although baseline eGFR and proteinuria differences were not statistically significant, baseline proteinuria was higher in TI group, so residual confounding cannot be excluded. Given the sample size, a propensity score analysis was not feasible; however, the primary aim of this study was to identify predictors of treatment intensification rather than to compare the efficacy of both strategies, which limits the impact of this bias on the main results. Fifth, the use of 12-week proteinuria as a predictor of treatment intensification is subject to partial incorporation bias, as proteinuria trajectory informs the clinical decision to escalate per GLOSEN guidelines. However, the escalation criterion is based on relative reduction rather than absolute value, which partially mitigates this concern. Results should nonetheless be interpreted with appropriate caution. Finally, the higher remission rates observed in our cohort compared to clinical trials may be attributed to the inclusion of all LN patients initiating follow-up within the specified period, rather than only those with worse prognosis. In fact, the median eGFR at LN onset was above 100ml/min/1.73m2, and only 24.3% of patients presented an eGFR below 60ml/min/1.73m2. Keeping this in mind is essential for the interpretation of our findings, although this limitation is also present in various LN clinical trials.4,9,10
In conclusion, patients with mild presentations of lupus nephritis may be candidates for dual therapy with mycophenolate and low-dose steroids. Close monitoring of proteinuria during the first months, together with careful interpretation of histological activity and chronicity indices, may help identify patients who require earlier treatment intensification. These findings should be considered hypothesis-generating and warrant validation in larger prospective cohorts.
Contributorship- -
Paul Hernandez-Velasco: Methodology, Investigation, Validation, Writing – original draft, Data curation.
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Celia Gonzalez-Garcia: Methodology, Data curation, Investigation, Validation, Writing – original draft.
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Maria Galindo: Conceptualization, Writing – review & editing, Supervision.
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Enrique Morales: Conceptualization, Supervision, Writing – original draft, Writing – review & editing.
The study was conducted according to the Declaration of Helsinki. The Institutional Review Board statement was waived given this study involved retrospective review of patient charts. Informed consent was waived due to the retrospective nature of the study.
Data sharing statementData will be shared upon request.
Financial supportThis research has not received any specific funding from public sector agencies, commercial organizations or non-profit organizations.
Conflict of interestsThe authors of this manuscript have no conflicts of interest to disclose that could influence the results or the interpretation of their manuscript.







