Submitted:
07 October 2025
Posted:
08 October 2025
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
Data Collection and Patient Characteristics

The Purposes and Calculation of Prognostic Markers
Lymphocyte-Related Inflammation Markers (NLR, PLR, LMR, CLR, SII, SIRI)
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| TC | Testicular cancer | |
| NSGCT | Nonseminomatous germ cell carcinoma | |
| PFT | Pulmonary function test | |
| BAL | Bronchoalveolar lavage | |
| DLCO | Carbon monoxide diffusion capacity | |
| NLR | Neutrophil/lymphocyte ratio | |
| PLR | Platelet/lymphocyte ratio | |
| LMR | Lymphocyte/monocyte ratio | |
| CLR | CRP/lymphocyte ratio | |
| SII | Systemic immune inflammation score | |
| SIRI | Systemic inflammation response index | |
| mGCT | Mixed germ cell tumor | |
| mOS | Median overall survival | |
| GCSF | Granulocyte colony-stimulating factor | |
| FVC | Forced vital capacity | |
| TLC | Total lung capacity | |
| BEP | Bleomycin, etoposide, cisplatin | |
| MDPI | Multidisciplinary Digital Publishing Institute | |
| DOAJ | Directory of open access journals | |
| TLA | Three letter acronym | |
| LD | Linear dichroism | |
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| Variables | N (%) | |
|---|---|---|
| Age at Diagnosis (median±SS) | 32.19±9.62 | 30.79 (15.73-65.33) |
| Age at Diagnosis | 15-29 years | 53 (44.92) |
| 30-39 years | 43 (36.44) | |
| 40-49 years | 15 (12.71) | |
| ≥ 50 years | 7 (5.93) | |
| Eastern Cooperative Oncology Group (ECOG) Performance Status | 0 | 112 (94.92) |
| 1 | 3 (2.54) | |
| 2 | 1 (0.85) | |
| 3 | 2 (1.69) | |
| Histopathology | Seminoma | 43 (36.44) |
| Embryonal carcinoma | 20 (16.95) | |
| Mixed germ cell carcinoma | 54 (45.76) | |
| Epididymal invasion | No | 112 (94.92) |
| Yes | 6 (5.08) | |
| Tunica albuginea invasion | No | 101 (85.59) |
| Yes | 17 (14.41) | |
| Tunica vaginalis invasion | No | 112 (94.92) |
| Yes | 6 (5.08) | |
| Lymphovascular invasion | No | 52 (44.07) |
| Yes | 66 (55.93) | |
| Tumor localization | Right | 56 (47.46) |
| Left | 59 (50) | |
| Bilateral | 3 (2.54) | |
| Diagnostic symptom | Mass | 53 (44.92) |
| Swelling | 35 (29.66) | |
| Pain | 30 (25.42) | |
| Stage | Stage 1 | 69 (58.47) |
| Stage 2 | 29 (24.58) | |
| Stage 3 | 20 (16.95) | |
| Tumor size | 42.61±24.7 | 35 (6-120) |
| Radiotherapy | No | 113 (95.76) |
| Yes | 5 (4.24) | |
| Surgery | No | 4 (3.39) |
| Yes | 114 (96.61) | |
| Retroperitoneal lymph node dissection | No | 86 (72.88) |
| Yes | 32 (27.12) | |
| Adjuvant therapy | No | 19 (16.1) |
| Yes | 99 (83.9) | |
| Number of adjuvant cycles | 2.96±0.94 | 3 (1-6) |
| Pulmonary toxicity | No | 95 (80.51) |
| Yes | 23 (19.49) | |
| Decrease in DLCO in patients with pulmonary toxicity | ≤%10 | 7 (33.33) |
| >%10 | 14 (66.67) | |
| Use of GCSF in Patients Developing Pulmonary Toxicity | No | 10 (45.45) |
| Yes | 12 (54.55) | |
| Progression | No | 93 (78.81) |
| Yes | 25 (21.19) | |
| Living Situation | Alive | 107 (90.68) |
| Exitus | 11 (9.32) | |
| Median overall survival (mOS) | 159,86±4,34(min/max:151,346-168,364) | |
| NLR | ≤1.64 | 50 (42.37) |
| >1.64 | 68 (57.63) | |
| PLR | ≤93.92 | 32 (27.12) |
| >93.92 | 86 (72.88) | |
| LMR | ≤4.85 | 70 (59.32) |
| >4.85 | 48 (40.68) | |
| CLR | ≤0.49 | 66 (55.93) |
| >0.49 | 52 (44.07) | |
| SII | ≤444.25 | 55 (46.61) |
| >444.25 | 63 (53.39) | |
| SIRI | ≤0.66 | 43 (36.44) |
| >0.66 | 75 (63.56) | |
| Median Forced Vital Capacity (FVC) | 85.96±7.41 | 87 (73-105) |
| Median Carbon Monoxide Diffusion Capacity (DLCO) | 68.18±13.44 | 70 (34-88) |
| Variables | Pulmonary toxicity | p | ||
|---|---|---|---|---|
| No | Yes | |||
| N (%) | N (%) | |||
| Age at Diagnosis | 15-29 years | 43 (45,26) | 10 (43,48) | 0,880 |
| 30-39 years | 35 (36,84) | 8 (34,78) | ||
| 40-49 years | 12 (12,63) | 3 (13,04) | ||
| ≥ 50 years | 5 (5,26) | 2 (8,7) | ||
| Smoking History | No | 66 (69,47) | 10 (43,48) | 0,028* |
| Yes | 29 (30,53) | 13 (56,52) | ||
| Eastern Cooperative Oncology Group (ECOG) Performance Status | 0 | 89 (93,68) | 23 (100) | 1,000 |
| 1 | 3 (3,16) | 0 (0) | ||
| 2 | 1 (1,05) | 0 (0) | ||
| 3 | 2 (2,11) | 0 (0) | ||
| Histopathology | Seminoma | 34 (35,79) | 9 (39,13) | 0,716 |
| Embryonal carcinoma | 15 (15,79) | 5 (21,74) | ||
| Mixed germ cell carcinoma | 45 (47,37) | 9 (39,13) | ||
| Epididymal invasion | No | 90 (94,74) | 22 (95,65) | 1,000 |
| Yes | 5 (5,26) | 1 (4,35) | ||
| Tunica albuginea invasion | No | 82 (86,32) | 19 (82,61) | 0,741 |
| Yes | 13 (13,68) | 4 (17,39) | ||
| Tunica vaginalis invasion | No | 89 (93,68) | 23 (100) | 0,596 |
| Yes | 6 (6,32) | 0 (0) | ||
| Lymphovascular invasion | No | 43 (45,26) | 9 (39,13) | 0,646 |
| Yes | 52 (54,74) | 14 (60,87) | ||
| Tumor localization | Right | 46 (48,42) | 10 (43,48) | 0,818 |
| Left | 46 (48,42) | 13 (56,52) | ||
| Bilateral | 3 (3,16) | 0 (0) | ||
| Diagnostic symptom | Mass | 40 (42,11) | 13 (56,52) | 0,362 |
| Swelling | 31 (32,63) | 4 (17,39) | ||
| Pain | 24 (25,26) | 6 (26,09) | ||
| Stage | Stage 1 | 56 (58,95) | 13 (56,52) | 0,381 |
| Stage 2 | 25 (26,32) | 4 (17,39) | ||
| Stage 3 | 14 (14,74) | 6 (26,09) | ||
| Radiotherapy | No | 90 (94,74) | 23 (100) | 0,582 |
| Yes | 5 (5,26) | 0 (0) | ||
| Surgery | No | 4 (4,21) | 0 (0) | 1,000 |
| Yes | 91 (95,79) | 23 (100) | ||
| Retroperitoneal lymph node dissection | No | 69 (72,63) | 17 (73,91) | 1,000 |
| Yes | 26 (27,37) | 6 (26,09) | ||
| Adjuvant therapy | No | 15 (15,79) | 4 (17,39) | 1,000 |
| Yes | 80 (84,21) | 19 (82,61) | ||
| NLR | ≤1,64 | 48 (50,53) | 2 (8,7) | 0,001* |
| >1,64 | 47 (49,47) | 21 (91,3) | ||
| PLR | ≤93,92 | 30 (31,58) | 2 (8,7) | 0,035* |
| >93,92 | 65 (68,42) | 21 (91,3) | ||
| LMR | ≤4,85 | 52 (54,74) | 18 (78,26) | 0,057 |
| >4,85 | 43 (45,26) | 5 (21,74) | ||
| CLR | ≤0,49 | 58 (61,05) | 8 (34,78) | 0,034* |
| >0,49 | 37 (38,95) | 15 (65,22) | ||
| SII | ≤444,25 | 53 (55,79) | 2 (8,7) | 0,001* |
| >444,25 | 42 (44,21) | 21 (91,3) | ||
| SIRI | ≤0,66 | 40 (42,11) | 3 (13,04) | 0,014* |
| >0,66 | 55 (57,89) | 20 (86,96) | ||
| Variables | Univariate Analysis | Multivariate Analysis | |||
|---|---|---|---|---|---|
| OR(95%CI) | p | OR(95%CI) | p | ||
| Age at Diagnosis | 15-29 years | 1 (reference) | 0,941 | ||
| 30-39 years | 0,983 (0,35-2,756) | 0,974 | |||
| 40-49 years | 1,075 (0,255-4,538) | 0,922 | |||
| ≥ 50 years | 1,72 (0,291-10,182) | 0,550 | |||
| Smoking History | Yes | 2,959 (1,164-7,52) | 0,023* | 5,23(1,536-17,814) | ,008* |
| Histopathology | Seminoma | 1 (reference) | 0,872 | ||
| Embryonal carcinoma | 1,259 (0,361-4,398) | 0,718 | |||
| Mixed germ cell carcinoma | 0,756 (0,271-2,107) | 0,592 | |||
| Lymphovascular invasion | No | 1 (reference) | |||
| Yes | 1,286 (0,508-3,259) | 0,596 | |||
| Tumor localization | Right | 1 (reference) | 0,855 | ||
| Left | 1,3(0,518-3,263) | 0,576 | |||
| Diagnostic symptom | Mass | 1 (reference) | 0,329 | ||
| Swelling | 0,397 (0,118-1,338) | 0,136 | |||
| Pain | 0,769 (0,258-2,292) | 0,638 | |||
| Stage | Stage 1 | 1 (reference) | 0,374 | ||
| Stage 2 | 0,689 (0,204-2,325) | 0,549 | |||
| Stage 3 | 1,846 (0,596-5,72) | 0,288 | |||
| Retroperitoneal lymph node dissection | No | 1 (reference) | |||
| Yes | 0,937 (0,333-2,635) | 0,901 | |||
| NLR | ≤1,64 | 1 (reference) | |||
| >1,64 | 10,723 (2,38-48,306) | 0,002* | 3,811 (0,389-37,314) | ,250 | |
| PLR | ≤93,92 | 1 (reference) | |||
| >93,92 | 4,846 (1,067-22,015) | 0,041* | 1,863 (0,296-11,727) | ,507 | |
| LMR | ≤4,85 | 1 (reference) | |||
| >4,85 | 0,336 (0,115-0,979) | 0,046* | 1,038 (0,215-5,016) | ,963 | |
| CLR | ≤0,49 | 1 (reference) | |||
| >0,49 | 2,939 (1,134-7,615) | 0,026* | 3,24 (0,995-10,547) | ,051 | |
| SII | ≤444,25 | 1 (reference) | |||
| >444,25 | 13,25 (2,939-59,731) | 0,001* | 8,011 (0,933-68,809) | ,058 | |
| SIRI | ≤0,66 | 1 (reference) | |||
| >0,66 | 4,848 (1,348-17,439) | 0,016* | 0,536 (0,061-4,671) | ,572 | |
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